tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=19
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
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]
tree_sizes=3336 3354 3343 3354 3352 3343 3350 3345 3356 3348 3361 3355 3357 3358 3366 3359 3355 3374 3365 3353 3345 3376 3350 3375 3362 3383 3361 3374 3377 3377 3387 3382 3376 3371 3367 3380 3379 3369 3393 3372 3392 3382 3386 3367 3384 3378 3387 3369 3388 3379 3380 3372 3381 3350 3386 3377 3386 3364 3374 3379 3361 3385 3364 3397 3362 3390 3371 3396 3355 3355 3406 3374 3382 3375 3386 3385 3368 3380 3369 3380 3374 3398 3391 3388 3364 3366 3374 3387 3386 3371 3376 3398 3375 3409 3391 3412 3385 3398 3380 3393 3376 3402 3396 3408 3379 3383 3383 3417 3393 3410 3402 3407 3423 3405 3407 3386 3400 3387 3420 3390 3402 3390 3424 3365 3420 3401 3425 3405 3399 3421 3418 3407 3404 3417 3404 3401 3407 3419 3399 3407 3423 3419 3407 3388 3403 3421 3438 3418 3418 3427 3434 3428 3421 3424 3420 3419 3421 3418 3412 3418 3428 3420 3393 3400 3435 3442 3405 3418 3435 3438 3419 3426 3425 3404 3436 3439 3441 3447 3409 3409 3433 3405 3428 3418 3420 3415 3442 3437 3421 3426 3445 3456 3443 3439 3453 3462 3437 3431 3439 3419 3407 3397 3417 3433 3430 3425 3465 3424 3424 3421 3467 3429 3419 3430 3418 3449 3434 3434 3428 3460 3441 3435 3430 3428 3459 3437 3437 3467 3446 3458 3442 3464 3435 3445 3427 3444 3442 3455 3453 3449 3453 3463 3420 3468 3445 3444 3449 3429 3450 3448 3467 3466 3465 3431 3472 3444 3468 3428 3454 3454 3473 3432 3459 3466 3448 3444 3477 3450 3485 3463 3444 3475 3449 3485 3478 3446 3457 3468 3477 3461 3467 3478 3477 3450 3481 3483 3452 3470 3448 3458 3481 3469 3462 3487 3471 3480 3486 3475 3472 3527 3484 3490 3499 3471 3496 3509 3463 3480 3486 3457 3481 3507 3496 3467 3480 3510 3495 3506 3492 3460 3491 3482 3492 3466 3483 3472 3485 3470 3489 3492 3498 3507 3512 3471 3491 3487 3502 3476 3508 3505 3507 3481 3511 3519 3494 3478 3516 3504 3498 3494 3514 3522 3503 3495 3506 3519 3518 3500 3507 3489 3511 3522 3526 3494 3510 3521 3520 3507 3489 3501 3507 3511 3513 3502 3496 3518 3499 3515 3490 3533 3513 3525 3528 3525 3530 3503 3508 3498 3500 3501 3515 3519 3521 3495 3525 3498 3506 3516 3517 3505 3527 3525 3539 3518 3503 3505 3505 3527 3499 3534 3531 3524 3511 3520 3534 3527 3507 3525 3532 3538 3510 3520 3530 3499 3533 3517 3553 3520 3515 3508 3509 3559 3512 3509 3571 3556 3515 3504 3512 3505 3533 3549 3547 3552 3547 3559 3526 3540 3547 3534 3559 3528 3531 3566 3542 3536 3538 3538 3529 3573 3533 3524 3543 3522 3550 3514 3532 3526 3529 3555 3544 3562 3554 3573 3540 3562 3566 3568 3542 3562 3543 3572 3526 3575 3538 3540 3556 3576 3548 3569 3566 3557 3561 3580 3559 3568 3573 3553 3543 3558 3545 3584 3558 3570 3569 3564 3565 3559 3560 3561 3579 3574 3575 3577 3572 3582 3576 3594 3571 3570 3583 3567 3598 3580 3576 3584 3579 3578 3571 3585 3586 3598 3569 3595 3570 3583 3578 3587 3578 3584 3572 3580 3571 3603 3574 3591 3604 3600 3602 3606 3590 3582 3598 3608 3602 3583 3609 3593 3606 3607 3585 3608 3603 3605 3587 3594 3625 3621 3593 3627 3605 3588 3605 3591 3599 3599 3618 3598 3618 3620 3614 3606 3586 3602 3626 3591 3590 3613 3626 3627 3620 3600 3607 3629 3583 3625 3605 3603 3615 3603 3602 3601 3609 3646 3609 3603 3621 3611 3617 3598 3619 3617 3595 3618 3617 3627 3593 3628 3615 3623 3603 3630 3621 3619 3605 3642 3627 3622 3617 3628 3619 3642 3590 3636 3622 3613 3636 3638 3620 3637 3646 3631 3646 3640 3637 3617 3611 3654 3642 3651 3640 3620 3632 3648 3645 3643 3641 3608 3655 3646 3647 3623 3626 3630 3634 3626 3639 3661 3642 3647 3651 3670 3625 3650 3666 3662 3658 3631 3658 3649 3630 3665 3648 3655 3652 3660 3664 3661 3650 3665 3662 3654 3638 3647 3648 3643 3647 3671 3669 3650 3668 3656 3660 3671 3662 3668 3669 3661 3675 3663 3657 3649 3662 3658 3664 3664 3682 3657 3689 3663 3685 3661 3682 3658 3684 3686 3685 3665 3687 3681 3681 3675 3671 3654 3668 3671 3656 3659 3657 3673 3684 3654 3691 3684 3698 3683 3684 3679 3681 3693 3692 3666 3694 3688 3700 3668 3661 3696 3696 3684 3668 3693 3686 3678 3697 3693 3684 3682 3698 3679 3704 3700 3706 3676 3687 3696 3683 3701 3701 3693 3672 3709 3696 3690 3696 3700 3694 3693 3697 3683 3698 3698 3692 3687 3700 3695 3711 3687 3703 3702 3707 3697 3689 3706 3686 3705 3696 3698 3698 3700 3695 3691 3697 3698 3701 3685 3686 3702 3692 3706 3704 3694 3685 3695 3694 3702 3696 3697 3698 3708 3700 3579 3698 3685 3701 3713 3594 3459 3574 3349 3475 3470 3455 3696 3233 3471 3130 3252 3356 3250 3250 3247 3232 3365 3361 3337 3122 2899 3238 3123 2894 3238 3012 3129 3013 3125 3004 2907 2907 2903 3010 2910 2792 2790 2777 2903 2881 2786 2910 3000 2903 2678 2677 2788 2899 2792 2785 2563 2681 2677 2558 2440 2439 2788 2785 2436 2670 2684 2456 2443 2212 2449 2558 2453 2217 2327 2560 2326 2316 2547 2448 2326 2335 2443 2461 2212 2221 2445 2331 2327 2323 2443 2329 2442 2560 1988 2552 2334 2215 2331 2208 2334 2107 2442 2211 2216 1979 2223 2330 2109 2215 2098 2100 2215 2328 2219 2097 2103 2101 2104 2330 2098 2321 2095 2220 2216 2215 1990 2211 2097 2103 2215 1982 2104 2098 1983 2107 2105 1989 1864 2095 1986 1993 1866 1880 1863 1875 1984 2098 1990 2105 2103 1991 1870 1871 1869 1869 1990 1878 1869 2105 1986 1868 1760 1878 1643 1866 1865 1646 1761

Tree=0
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 9 5 10 8 0 0 6 17 16 19 15 17 17 13 6 10 5 18 18 7 15 13 2 2 5
split_gain=382.135 107.401 100.039 100.323 38.4324 33.5064 31.7324 36.7224 31.6405 30.4576 43.5558 29.9863 35.2366 27.1615 23.352 37.8315 22.2783 18.2072 17.2221 19.2504 15.6694 19.9767 18.2058 17.2734 15.5133 15.1287 15.4417 25.6987 13.4079 17.194
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 98.615332683000005 226.28914430085004 14.515626273450001 83.715897724050009 3.6471537973500001 93.972365491700018 96.249489528150022 15.675366252400002 193.52305340940003 11.934972090850001 12.050972309250001 23.900317844600004 197.05557773135004 182.72552322705002 116.59305220125002 22.460524786550003 90.988176966900014 2.7861270712500006 17.248993197150003 16.697634278350005 23.282607548150004 29.593577021650002 108.61908538635001 178.89104431090001 187.77144079505004 16.222050829800004
decision_type=2 2 2 2 2 2 2 2 2 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 20 11 28 16 7 14 -8 -2 -11 12 13 -4 17 -16 18 -6 -3 24 21 23 -23 -1 -20 26 27 -15 29 -5
right_child=1 5 3 4 6 -7 8 -9 -10 10 -12 -13 -14 25 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.11517085791511449 0.1130285362261569 0.032414385174593413 -0.15779840928332969 0.14452118937642242 -0.0045639792600122081 0.18221907183947428 0.096537508269087927 -0.16574285909299247 -0.16956273596705446 -0.09075882021104302 0.14118089938260009 -0.19033882790285103 -0.200000001890906 -0.11019567658489987 -0.14804463419391597 0.12066617839243231 0.055067616837240874 0.16595167248851342 -0.16309633928881387 0.073869344679466944 -0.18800355382206102 -0.16664000473104407 -0.053882949999123533 -0.13791585959525829 -0.017039676544544666 -0.12440696867087198 0.1415069892109346 0.084955224368415544 0.16790896692114543 -0.02947988830100003
leaf_weight=6.4152898937463743 250.98587073385715 11.185201272368429 13.688802495598791 10.899127036333086 8.8676988780498522 6.8013395369052878 5.8443459570407894 8.4316615313291532 18.979670107364655 18.508701577782631 14.392243951559065 29.897467270493507 16.62844106554985 12.865510970354082 11.118952512741091 9.9084068089723569 15.853932708501814 21.311024487018585 31.307963788509369 5.2734020203351966 48.155025795102119 51.950478002429008 19.768030449748039 4.6524703800678253 9.4723694622516614 7.6420966535806647 9.3037362247705442 14.191088601946829 18.842354446649551 11.857325151562689
leaf_count=16 633 40 83 23 36 11 16 52 118 96 31 194 110 70 66 24 52 39 192 16 311 321 93 27 40 43 20 41 34 52
internal_value=-2.08e-09 0.0723444 -0.0728575 -0.0331739 0.0268403 -0.0300791 -0.0119095 0.027636 -0.106914 0.101169 0.0107013 -0.105767 -0.071745 -0.0347778 0.059478 -0.0214241 -0.0498336 0.115847 -0.0788889 -0.105921 -0.142646 -0.116263 -0.13556 0.00878272 -0.129171 0.00349292 0.0303745 -0.00783973 0.105518 0.0538573
internal_weight=725 363.781 361.219 230.278 126.061 79.8942 84.4618 59.6377 24.824 283.887 32.9009 104.217 74.3197 57.6912 51.2061 21.0274 73.0929 30.1787 57.2389 46.0537 130.941 82.7863 71.7185 11.0678 40.7803 44.0024 36.3603 27.0566 41.5988 22.7565
internal_count=2900 1111 1789 1021 460 351 351 217 134 760 127 561 367 257 165 90 340 75 288 248 768 457 414 43 232 174 131 111 109 75
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=16 5 5 10 10 9 9 19 0 0 18 17 16 16 13 5 13 13 16 9 7 10 10 18 17 2 0 15 0 4
split_gain=311.093 87.2944 81.6555 81.8334 31.8104 27.3348 26.949 25.0227 24.7485 35.4307 23.7494 18.1185 17.9877 16.8836 33.5699 16.2885 37.3265 14.1344 17.1051 13.8791 13.3399 12.9919 16.7077 19.5192 13.5119 13.1235 13.0247 11.5234 11.3248 15.4734
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 83.715897724050009 226.28914430085004 66.290220196950017 12.851036860900001 93.972365491700018 96.249489528150022 17.552559642400002 197.05557773135004 11.934972090850001 13.534968349350001 96.429616222950017 19.385335982600001 108.61908538635001 116.67639440335002 22.694946929300002 205.70977008025002 25.284494767250006 90.988176966900014 86.858705278550005 16.433295803950003 242.64190980425005 205.16057895720004 110.74296730945001 29.049007317550004 86.530713386650021 248.34582299520005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 21 6 7 11 12 13 28 27 20 17 -4 14 -5 16 -8 -3 -19 -15 -9 22 24 -24 -1 -25 -27 -10 29 -2
right_child=1 5 3 4 -6 -7 15 10 9 -11 -12 -13 -14 19 -16 -17 -18 18 -20 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.15145058707841255 0.094670794838663225 0.019868377366261028 -0.11834192925489451 0.10227939139559664 -0.13655473895400691 0.16541293689163969 -0.14245244281769118 0.0020133074550956268 0.021967657323349338 0.12772054003909478 0.10679998713716504 0.049599838864221826 0.061996016271911786 0.1218502560704877 -0.14142176847546378 -0.1578487506662174 0.10131319590041608 -0.14019401674061283 -0.0051116366086470235 0.029410369172488043 -0.19070593712773509 -0.1707584012307076 0.090690284985730951 -0.19051117189606326 0.051120805469325861 -0.14025325641264855 0.065211936314733362 -0.14194659380333038 0.1182705982765041 -0.0078767800167409037
leaf_weight=50.124790906906128 73.474068745970726 13.100928887724875 8.644217178225519 12.060897916555406 11.198598593473433 6.7451930642127982 19.426880076527599 5.5827804505825069 6.7711253017187145 14.320765048265455 6.390100270509719 15.841919600963591 15.357330605387686 43.589229330420494 10.637999191880224 50.845644026994705 9.2834002077579481 30.358247399330139 13.561667263507841 25.888715162873268 10.070977702736853 47.732007995247841 7.8579890429973629 8.4339769780635852 3.524284914135932 5.6926113367080671 6.7360051572322845 11.69951409101486 158.31321427226067 18.398684144020081
leaf_count=311 193 49 50 31 67 11 118 22 26 31 16 52 49 101 63 320 24 183 56 93 67 311 22 56 12 34 22 70 367 73
internal_value=-6.68206e-06 0.0653315 -0.065983 -0.0300375 0.0242848 -0.0271779 -0.0958277 0.040054 0.0913565 0.00967008 -0.0556569 -0.0450067 -0.00295314 0.0629431 -0.0119329 -0.123847 -0.0636314 -0.071291 -0.098483 0.0874055 -0.121974 -0.129246 -0.105191 -0.0436364 -0.138143 -0.0942312 -0.0288962 -0.0818575 0.102063 0.0741343
internal_weight=721.664 362.585 359.078 228.977 125.419 79.608 103.557 114.221 282.977 32.7914 22.0439 72.8628 24.0015 92.1768 22.6989 79.5559 28.7103 57.0208 43.9199 69.4779 15.6538 130.102 82.3697 28.7206 53.6491 20.8626 12.4286 18.4706 250.186 91.8728
internal_count=2900 1111 1789 1021 460 351 561 393 760 127 105 340 99 288 94 462 142 288 239 194 89 768 457 134 323 112 56 96 633 266
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 5 6 0 0 16 9 10 5 0 0 13 0 9 16 5 13 10 5 17 6 8 18 12 5 8
split_gain=255.079 71.4305 67.8197 67.3077 27.6203 25.8846 30.23 29.5607 23.8452 25.9164 22.4057 21.9627 36.5664 20.7272 19.3202 17.7764 36.4063 14.7589 14.7166 13.6085 30.6898 11.188 14.1229 15.6874 16.3557 17.586 12.3002 11.0361 12.783 11.0305
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 98.615332683000005 13.999568943650003 11.175261108200003 103.44649194340002 86.692020874450009 22.794946695500006 66.290220196950017 66.697957758300021 20.766972852450003 92.031298721500022 87.181320254150009 109.41218053485001 95.590817286200021 202.64563922830004 11.934972090850001 19.385335982600001 108.61908538635001 90.988176966900014 2.7861270712500006 193.73902333365001 4.9151148409000003 2.8477776226000002 16.697634278350005 207.71672397260002 16.222050829800004 6.844658496400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 21 10 27 7 -7 -6 9 -3 18 14 13 -13 17 16 -15 -2 -4 20 -12 22 26 -24 -25 -26 -1 28 -5 -9
right_child=1 8 3 4 5 6 -8 29 -10 -11 19 12 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.099682525500510516 0.08326824856316993 -0.081284763647842012 -0.10796583416859261 0.11994672086495889 0.080594986530334534 0.069874975431339706 -0.13310558503053688 0.031411507466440086 0.11662184004144592 0.061086826631000818 -0.13024816546846762 -0.12557033319300268 -0.21224434791157984 -0.1165509703039832 0.13231367164460769 0.12115826265152099 0.12006920106261065 -0.037841663061594248 0.055865591707789722 -0.14478146749831217 0.091844137111711036 -0.15746744099064486 -0.16566451609150937 -0.133836485271942 0.093162315901767198 -0.097735201322766002 -0.11536969045334343 0.14625248696424001 -0.030588727434328777 -0.18024059447529447
leaf_weight=6.3582800030708295 102.18836584687233 51.63234306871891 8.5330385863780993 10.914841473102571 36.504243537783623 10.274598538875578 25.664326503872871 3.7617107331752759 10.376228421926497 16.994106456637383 19.136620342731479 5.7508250176906577 5.5180941820144644 12.029779523611071 95.978644192218781 33.740125998854637 14.15176001191139 11.161282852292059 15.33905754983425 49.935424715280533 9.2195571362972242 46.638160035014153 30.996004357933998 20.042175605893135 9.3953461796045321 9.9221033304929716 4.572191134095192 18.540476188063622 11.674736455082892 7.1286909282207489
leaf_count=16 275 274 50 24 105 31 153 14 24 53 118 31 37 69 194 75 31 48 49 320 24 311 206 124 29 55 27 34 51 48
internal_value=-2.72006e-05 0.0593259 -0.0602123 -0.027353 0.0220216 -0.0110734 -0.0750754 0.0374587 -0.0246664 -0.046029 -0.0875049 0.0829807 0.0350002 0.0557748 0.0992984 0.0731789 0.011348 0.0713428 -0.00269566 -0.113364 -0.0580384 -0.118425 -0.0960243 -0.112454 -0.07055 -0.00488918 0.00972667 0.0890754 0.0421471 -0.107133
internal_weight=714.073 359.522 354.552 226.627 124.464 83.3336 35.9389 47.3946 79.0027 68.6264 102.164 280.519 71.1906 65.6725 209.328 59.9217 26.1815 113.35 23.8721 78.2916 28.3562 127.924 81.2861 70.3556 39.3596 19.3174 10.9305 41.1301 22.5896 10.8904
internal_count=2900 1111 1789 1021 460 351 184 167 351 327 561 760 243 206 517 175 100 323 99 462 142 768 457 414 208 84 43 109 75 62
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=16 5 5 10 10 9 19 6 7 17 18 10 16 15 0 17 5 7 13 18 17 3 10 6 17 2 18 13 9 16
split_gain=210.349 58.8202 56.9925 55.8061 23.4305 20.1388 19.9374 19.6119 26.8171 18.349 18.2582 18.1122 30.6306 17.1808 16.4861 16.4606 15.7679 15.1558 22.1513 14.5314 20.2505 20.3083 13.2933 15.8601 15.4513 13.1799 14.5471 32.3333 12.1247 10.9516
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 83.715897724050009 226.28914430085004 12.851036860900001 15.675366252400002 19.468732114900003 193.52305340940003 17.552559642400002 66.697957758300021 19.974953289850003 30.046989284200006 87.181320254150009 166.83257850275001 20.766972852450003 25.396105459650006 109.47132661375001 13.278511569200001 174.35320691475002 108.48197402175002 65.555363052850012 14.815346158200002 173.06150329755005 187.77144079505004 15.946034773700001 104.02719889955002 202.64563922830004 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 11 -1 7 6 19 25 8 -4 15 -8 14 13 -13 28 -10 17 18 -15 20 21 -3 -17 24 -24 26 27 -5 -2 -21
right_child=1 5 3 4 -6 -7 10 -9 9 -11 -12 12 -14 16 -16 22 -18 -19 -20 29 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10941899551201242 0.075728535245767059 0.061723006728629216 0.13702130730034601 -0.13240292533176165 -0.1200023800938731 0.1463083276944642 -0.11151129885860095 -0.15121474449330286 -0.18376625372762925 -0.16620883262462952 0.090873902347381949 0.10214760224164543 -0.15071746489474902 -0.15051400650540245 0.12153391630797371 -0.17514532581976172 -0.18710077502278966 0.14417188238191211 0.086995661521160755 -0.024496893825936519 -0.14834414963135495 -0.1359064706333665 0.075289144748930309 0.13812556471626652 -0.077769325915377552 0.097476661971186276 0.071299604888690679 0.10269296422916296 -0.033953233916794383 0.10730530279348348
leaf_weight=124.81331820785999 101.17864379286766 14.332216769456865 6.7453557401895514 14.220407858490946 10.88943926990032 6.4921577274799338 15.329799994826319 28.173881068825722 7.0607168972492209 15.805820018053053 6.2852062880992881 34.974645733833313 8.1228480190038663 7.6220460683107438 94.135801821947098 4.8210457414388648 4.0015382170677176 7.55699299275875 8.0996080040931684 20.344037517905239 19.965864673256874 8.1599674522876722 9.6207410991191882 6.9071733504533759 20.97507555782795 39.632356494665146 26.814756438136101 9.9386449009180051 11.193679735064505 9.1349400877952558
leaf_count=768 275 46 15 84 67 11 89 194 48 110 16 86 47 48 194 33 27 14 21 91 128 52 31 13 117 100 79 25 48 23
internal_value=-4.56389e-05 0.0540783 -0.0553019 -0.0250424 0.020046 -0.0223701 0.0336356 -0.0804901 -0.0527906 -0.0724306 -0.0526618 0.0757326 0.0319212 0.0557515 0.0906635 -0.0424165 -0.00373087 0.0277899 -0.0281519 -0.0375929 -0.0750431 -0.00997524 -0.0188358 0.00125796 -0.0296407 0.0542228 0.0205927 -0.0356883 0.0648029 0.0163459
internal_weight=703.349 355.315 348.034 223.22 123.111 78.4292 112.221 100.11 71.9359 65.1906 21.615 276.886 70.3777 62.2548 206.508 49.3848 27.2802 23.2786 15.7217 71.937 42.458 22.4922 42.324 37.503 30.5958 90.6062 50.9738 24.1591 112.372 29.479
internal_count=2900 1111 1789 1021 460 351 393 561 367 352 105 760 243 196 517 242 110 83 69 340 226 98 194 161 148 288 188 109 323 114
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=16 5 5 10 0 5 8 0 0 16 6 17 16 0 0 10 0 0 2 7 15 13 7 5 5 8 6 8 13 6
split_gain=173.978 48.5993 47.5572 46.6209 20.7449 21.2708 23.7763 21.6678 18.0298 19.3353 17.0967 22.3736 16.0761 15.0747 23.214 10.5508 13.9593 11.2778 13.951 16.4446 12.7596 9.537 13.7492 9.50659 10.9435 9.65706 19.7196 9.48995 9.48107 9.22194
threshold=18.594956516900002 23.803605515150004 11.848158554650002 74.986474174450009 98.615332683000005 13.999568943650003 3.6471537973500001 103.44649194340002 86.530713386650021 22.724946859200003 15.675366252400002 193.52305340940003 11.934972090850001 93.972365491700018 96.249489528150022 90.988176966900014 103.82556453975 104.3578792496 203.55719022600002 24.620903395300001 13.612549286700002 116.67639440335002 23.124786352450005 26.225713454500006 20.766972852450003 3.1475436881500003 14.755344756250002 8.8430989333000021 117.19526682250002 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 15 10 29 7 -7 -6 9 21 11 12 -4 27 -15 16 -1 -18 -19 -20 -21 -3 -23 24 25 -14 -27 -2 -29 -5
right_child=1 8 3 4 5 6 -8 -9 -10 -11 -12 -13 23 14 -16 -17 17 18 19 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.13731604788919485 0.083305103530285224 0.0058951301146017718 -0.11703375716927851 -0.011261536973354427 0.070781611759609425 0.094383887837052538 -0.11045094923110084 -0.092668603962663992 0.095401760758321241 0.046738373248811936 -0.14216379968007106 -0.15619584014345203 0.14300941968398365 -0.070200048513309549 0.10278321200930328 -0.1402822452802962 0.077113971230318545 -0.12460017334410721 0.14035753513807933 0.029905160543427334 -0.13732348709872941 -0.1480654983960997 -0.021643436888286703 0.12915084344601668 -0.088034291474147569 -0.089583102292867645 0.11668758289736643 0.054296724719988101 -0.1103674581312681 0.10329673678021355
leaf_weight=26.882250055670738 224.07334521412849 11.339530348777769 12.862266734242437 9.0942531526088697 35.898886352777481 7.0953107327222815 28.14591209590435 10.477589860558508 11.447251930832861 18.321933031082153 27.029529079794884 15.169489681720732 5.7369212210178402 17.977357774972919 13.647032424807547 43.733836486935616 6.2860817164182654 21.305387616157532 5.3943837285041836 8.6495105922222155 9.6563378274440748 22.244724228978157 14.027351215481756 5.8331382870674124 11.708809107542036 11.288528069853784 7.8630613982677451 11.721088439226152 4.9833757579326621 30.912946373224258
leaf_count=184 572 45 83 36 105 18 166 62 29 60 194 110 12 96 31 311 20 139 14 37 63 153 64 13 65 67 17 35 26 73
internal_value=-5.98737e-05 0.0494922 -0.0508846 -0.0230302 0.0182674 -0.0106475 -0.0692104 0.0338542 -0.0204444 -0.0405574 -0.0745507 -0.0486141 -0.0190992 0.069359 0.00444829 -0.10095 -0.0789459 -0.0483537 -0.0658782 -0.0130899 -0.058308 -0.0741506 -0.0991748 0.0105884 -0.00830888 0.029198 -0.00489462 0.0778845 0.00517312 0.0772559
internal_weight=690.807 349.783 341.024 219.117 121.625 81.6177 35.2412 46.3765 77.3808 65.9335 97.4917 70.4622 55.2927 272.402 31.6244 121.908 78.174 51.2917 45.0056 23.7002 18.3058 47.6116 36.2721 42.4305 36.5973 24.8885 19.1516 240.778 16.7045 40.0072
internal_count=2900 1111 1789 1021 460 351 184 167 351 322 561 367 257 760 127 768 457 273 253 114 100 262 217 174 161 96 84 633 61 109
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 16 4 8 19 0 4 9 8 10 16 0 4 9 18 6 18 7 6 18 17 3 9 16 7 15
split_gain=144.416 40.5779 40.1843 37.5576 23.491 43.9856 18.2092 21.5091 15.4009 24.9923 19.2992 15.3285 14.2687 13.7913 26.081 14.4437 14.149 12.5399 20.4718 15.996 14.5949 13.2197 17.2841 10.4155 16.2176 14.5609 11.4092 15.1054 9.92069 16.6277
threshold=18.594956516900002 10.718565385000002 23.803605515150004 15.675366252400002 13.534968349350001 15.644963415300001 323.29283506040002 2.9476996444500005 11.850956171350001 98.615332683000005 312.59262463035003 226.28914430085004 8.0437227585500022 66.697957758300021 19.974953289850003 87.181320254150009 267.25332376775003 191.87997069285004 17.552559642400002 14.755344756250002 14.873215527100003 22.372035319250003 13.475314848550001 13.278511569200001 174.35320691475002 108.48197402175002 208.21354399485003 22.674946976100003 22.726915405250001 36.508287084250007
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 6 8 12 -8 -6 -10 -11 23 -3 15 16 28 -15 21 19 -19 -21 22 -7 24 25 -4 27 -25 -2 -30
right_child=2 3 11 -5 5 17 7 -9 9 10 -12 -13 -14 14 -16 -17 -18 18 -20 20 -22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.097904443132482144 0.081838029253756647 -0.14397860349362923 0.05351245011887406 -0.13563377829604123 0.13809117210750174 -0.17571514398070462 0.08684614567810936 -0.12323522060380716 0.088007902271747832 -0.14915046479338109 0.05605987526295704 0.1328148489129819 0.0098134390091603463 0.068331217446991652 -0.14312691423612806 0.10653521709052652 -0.065252949520180945 -0.1359314541671805 0.083384694581853075 0.0983299174624339 -0.15976121193428186 0.10448628322856242 0.058943064926321134 -0.012028433729489115 -0.13237122158717141 -0.11747352187457497 -0.14346488657919609 0.15712068231523407 -0.14119720577203479 0.040734020393292242
leaf_weight=106.74931694567204 56.105298683047295 26.370277613401413 14.292935863137247 26.2038184851408 21.410680398344994 5.863669306039812 13.251189336180689 7.7086919099092475 34.359500646591187 10.114592522382738 8.3797520846128446 6.1354584693908683 7.8223092854022971 50.841476514935493 8.1482521891593915 89.892239466309547 9.3940202891826612 30.712478116154671 7.1221235096454611 6.4683778882026655 3.3134425282478333 9.8504025489091855 6.7548222839832306 17.686279654502876 18.946818426251411 7.6440419703721991 3.9930158406496039 7.5260736793279639 5.6121833920478812 47.902153089642525
leaf_count=702 143 180 46 197 42 41 39 52 90 66 28 11 32 149 47 194 47 211 19 16 24 26 24 78 128 52 23 13 31 149
internal_value=-9.97026e-05 -0.0471041 0.0453113 -0.0230777 -0.00829388 0.0129166 -0.0638078 0.00958175 0.0665419 0.0375579 -0.0561701 -0.0187518 -0.108795 0.0635393 0.0247842 0.0768228 0.0474981 -0.0439064 -0.0729631 -0.100461 0.0109055 0.0176709 -0.0500999 -0.0320196 -0.064601 -0.00606841 0.0135902 0.0384638 0.0524575 0.0216544
internal_weight=676.576 332.455 344.12 225.706 199.502 144.35 55.1525 20.9599 74.2645 52.8538 18.4943 76.2246 34.1926 267.896 68.3837 199.512 60.2355 70.0853 47.6164 40.4943 9.78182 22.4689 12.6185 70.0892 40.8838 21.937 29.2054 25.2124 109.62 53.5143
internal_count=2900 1789 1111 1087 890 587 303 91 226 184 94 351 212 760 243 517 196 361 270 251 40 91 65 340 226 98 114 91 323 180
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 12 16 8 8 0 2 5 18 17 10 5 16 6 10 0 0 18 9 7 6 17 6 19 0 4
split_gain=120.155 35.3555 33.216 29.4896 21.5982 29.9724 29.0096 28.0121 16.3829 13.8843 14.1166 13.6361 16.1879 13.0461 11.6979 23.1446 16.2157 13.512 14.9737 13.8647 12.7109 11.6327 15.048 14.8314 16.8511 14.137 17.8583 10.8674 24.9751 14.7115
threshold=18.594956516900002 7.7286379265000011 23.803605515150004 15.675366252400002 12.644970430600003 247.01970978410003 15.644963415300001 2.8477776226000002 8.0437227585500022 86.692020874450009 317.41815758785003 30.133297129900004 13.278511569200001 166.83257850275001 66.697957758300021 20.766972852450003 18.934955721800005 14.980350013450002 70.026268923800004 94.776214472700005 87.181320254150009 17.552559642400002 191.87997069285004 22.372035319250003 13.475314848550001 191.89151741935004 14.755344756250002 11.850956171350001 98.615332683000005 312.59262463035003
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 5 8 27 -7 -3 10 11 12 -4 -13 20 16 -16 18 -18 -20 -2 22 23 24 -8 26 -24 -6 -29 -30
right_child=2 3 9 -5 6 7 21 -9 -10 -11 -12 13 -14 -15 15 -17 17 -19 19 -21 -22 -23 25 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10460482864362675 0.04783585488738111 -0.14649193000774294 -0.10321380614922243 -0.12914805883750644 0.095070826214423532 0.11409674061373561 -0.15832144550621807 -0.1174004014807675 0.016548580629960005 0.093632062950272973 -0.18975483999993359 -0.0986806048157578 0.018625706875020669 0.11307586840116131 0.093572790056844185 -0.17697408459883462 0.096120351023225706 -0.13520168673924021 -0.15271451525729496 0.057334318078672647 0.099151778113405226 0.070606676579602692 -0.1120178908018451 0.080646473102606614 0.052921134208993963 -0.13610766922298542 0.12532416728440421 0.072881175150953534 -0.14055088175226321 0.019406577791181198
leaf_weight=73.592587351799011 108.30955937504768 32.691096186637878 24.263269811868668 24.838396236300468 28.504012450575829 14.133292973041536 8.5394726842641848 8.2947250977158529 7.5949658602476111 9.8137282282114011 5.3393609076738349 3.8725541979074469 19.806354105472565 11.698219969868658 29.448007240891457 5.3568894118070594 13.717773750424387 6.7060114443302146 6.7404896169900876 5.8870117217302322 87.075574994087219 8.420375391840933 7.2533402740955335 12.899014517664908 6.770162120461463 26.337184101343155 5.631678968667984 34.977884277701378 11.60184955596924 11.398875311017035
leaf_count=515 323 242 160 197 76 39 63 59 31 24 36 24 78 29 74 37 33 38 43 18 194 25 50 42 24 191 11 99 79 46
internal_value=-0.000117677 -0.0436849 0.0415735 -0.0257437 -0.014331 -0.0641728 0.00492429 0.0284804 -0.115755 -0.0172347 -0.0339787 -0.0200327 -0.0484551 0.0604106 0.0582824 0.0225116 0.0396098 -0.00847016 0.0237885 -0.0547886 0.0707054 -0.0402144 -0.0540531 0.00165066 -0.0649066 -0.0941153 -0.00828236 0.0445141 0.0196588 -0.0612779
internal_weight=661.514 323.479 338.035 249.886 225.048 62.7141 162.334 22.428 40.2861 74.7935 64.9798 59.6404 44.0696 15.5708 263.241 67.8562 62.4993 33.0513 26.3453 12.6275 195.385 75.8512 67.4309 28.2086 15.3096 39.2222 12.885 86.4826 57.9786 23.0007
internal_count=2900 1789 1111 1274 1077 371 706 98 273 351 327 291 238 53 760 243 206 132 94 61 517 406 381 129 87 252 61 300 224 125
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=16 10 5 3 13 16 17 6 7 5 12 0 3 0 16 7 0 0 18 10 18 16 15 7 15 15 8 6 7 13
split_gain=100.274 31.0219 27.5873 23.2736 21.3592 17.7666 15.1995 14.8997 14.622 16.5936 14.2835 12.1224 11.8624 11.6958 12.7526 11.082 10.6145 18.5213 10.315 22.7907 10.1403 9.8778 17.1278 9.30746 10.0304 8.85257 8.6455 8.21569 19.3062 8.40197
threshold=18.594956516900002 90.988176966900014 23.803605515150004 84.146051024900018 95.99139754765001 15.919962772200003 168.75790693355003 11.175261108200003 21.725272673150005 2.7861270712500006 216.11788648010003 102.65877371115 73.962171626800014 86.530713386650021 22.794946695500006 25.159995955100005 93.972365491700018 96.249489528150022 15.502113896900001 75.645146416450004 16.783625647500003 17.614958808600004 22.530191796700006 24.575790737200006 13.612549286700002 43.376643616500012 7.6440346712000009 15.675366252400002 19.468732114900003 109.72404167800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 16 4 8 6 -6 21 -1 20 -11 18 23 14 -4 -9 -2 -18 19 -8 -10 22 -7 -12 -25 -16 -13 28 -5 -30
right_child=2 -3 13 27 5 7 11 15 9 10 12 26 -14 -15 25 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.092005255333790392 0.061055214492497234 -0.12358743949338893 -0.059016920539268707 0.1102354856567053 -0.11532348311680413 0.11279096227417092 0.078041610450508045 -0.00065898032598384027 0.12926662369965822 -0.14542403262666745 0.10968306716019745 0.039462587619764081 -0.13648165020394129 0.079653837697655688 -0.028725768188566266 -0.1500382632654241 -0.06825566136485893 0.089301560558946308 0.097604043436879506 -0.13971629690644558 -0.075907905982208757 0.10692722657652372 -0.13488013020474271 0.04656865897900829 -0.11965969297929767 0.11959103062654614 -0.16404654253537365 -0.12354619083014072 -0.085392499388295406 0.066235763024506344
leaf_weight=6.286308452486991 227.33000998198986 39.435526922345161 46.524790145456791 6.4133454561233512 5.6600092947483054 4.6655721068382281 16.680814534425739 7.8078559190034893 6.2068796157836896 24.904520183801651 5.622759133577353 4.3170031905174238 9.2237747162580472 10.926273509860037 8.1805202811956423 13.64662031829357 17.66189327090979 12.91792882978916 43.482490465044975 6.7516587972640982 3.9365386664867401 8.3952833414077741 6.9540980160236359 6.8306937068700773 7.7469718307256699 7.9208131432533255 4.0419627949595451 23.440543211996555 47.578121185302734 3.9584881961345664
leaf_count=18 633 319 269 15 37 14 45 39 15 196 16 16 66 29 35 108 96 31 110 45 26 23 49 30 53 18 29 197 312 11
internal_value=-0.000153786 -0.0406508 0.0382082 -0.0287381 -0.00983879 0.015444 0.0427152 -0.0377799 -0.0535748 -0.0677695 -0.0896906 0.0545984 -0.042518 -0.0158141 -0.0324702 -0.0956752 0.0536147 -0.00169828 0.068782 0.0152985 0.0496409 0.0242793 -0.0354343 0.000386994 -0.0417697 0.0442365 -0.0589439 -0.0735913 -0.0533847 -0.073746
internal_weight=645.45 313.988 331.462 274.552 193.162 122.403 80.9339 41.4694 70.7584 64.4721 54.3287 75.2739 29.4242 73.5524 62.6261 21.4545 257.91 30.5798 66.915 23.4325 10.1434 20.015 11.6197 20.2004 14.5777 16.1013 8.35897 81.3905 57.95 51.5366
internal_count=2900 1789 1111 1470 935 515 282 233 420 402 361 245 165 351 322 147 760 127 200 90 41 86 63 99 83 53 45 535 338 323
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=16 5 5 6 16 12 15 8 19 6 12 8 8 0 16 9 19 6 6 0 17 7 18 5 0 10 7 15 7 9
split_gain=83.6911 27.4973 22.9081 22.7986 15.5985 24.3139 22.6327 21.9661 13.8233 16.762 16.9233 13.5526 11.9448 12.5508 12.5449 10.3525 9.81356 9.62044 11.2522 14.6621 14.1181 10.7249 9.58179 9.40451 9.10055 20.4963 8.10817 8.0438 15.8159 15.3878
threshold=18.594956516900002 7.7286379265000011 23.721757872050002 15.675366252400002 12.644970430600003 247.01970978410003 28.452330424200003 2.8477776226000002 11.850956171350001 13.665319288000001 130.74068757200004 8.0437227585500022 7.6440346712000009 95.762878606550018 17.654958715000003 226.28914430085004 12.851036860900001 14.855347092800002 16.455384477450004 86.001087134900004 197.71582798205003 23.477153707700001 14.117867417450002 11.976288766350002 96.249489528150022 69.873026810350026 22.597569836950004 42.670190152050004 22.940014114900002 197.58039077460003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 8 -7 -6 12 16 -3 13 -10 -14 -4 -11 24 19 26 27 -22 -8 -15 25 -2 -19 28 -20 -30
right_child=2 3 15 -5 6 7 22 -9 9 10 -12 -13 14 23 -16 -17 -18 18 20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.093969252519219115 0.053636849479155958 -0.13487280481737812 -0.024140037888239662 -0.11862394029600282 0.082121607666185759 0.10380930036586672 0.028880353097735151 -0.1070606392935441 -0.099098796932428318 0.011689517955768433 0.089822797203685384 0.016049410879829824 -0.12296311264449687 -0.023443395369605487 0.036391014634904663 0.11813041188117215 -0.15828330102973634 0.034053054090040238 0.057836383709948369 0.087733487337798052 0.010577213519461875 -0.19768464488926407 -0.13486622317140717 0.10212578121883949 0.082828542190393872 -0.097665890020730894 -0.14028484829422819 0.1178257722841925 -0.00041636705806206753 -0.2512058726495543
leaf_weight=67.973995506763458 19.442827597260475 29.752980016171932 69.149304121732712 22.044211454689503 27.833640336990356 13.886233255267145 4.6996445357799557 7.6676945015788069 8.1976933106780034 13.149009063839914 31.639692962169647 7.4373003989458075 19.738519407808784 11.069411717355253 6.5893633887171736 5.5231549590826026 4.5799093171954146 7.1354965865612012 40.780468583106995 116.21412838995457 5.5481942743062955 4.460813507437706 14.914190150797365 12.933060787618158 12.554027929902075 16.595252230763435 4.2606088370084763 12.391425356268881 8.4120632261037809 3.4499639719724646
leaf_count=515 57 242 347 197 78 39 20 59 54 50 88 31 135 65 30 11 36 22 114 282 19 28 118 32 31 98 23 25 30 24
internal_value=-0.000192653 -0.037924 0.0350136 -0.0217906 -0.0118199 -0.0557143 0.00477903 0.0287934 0.0192889 0.00308021 0.0459958 -0.104691 -0.0331192 0.00773017 -0.0830798 -0.013617 -0.0322195 0.0494671 0.0590491 0.0771189 0.0283214 -0.0822409 -0.0956311 0.044216 0.00950553 -0.0160369 -0.0311258 0.0453374 0.0282745 -0.0733562
internal_weight=630.024 304.107 325.918 236.133 214.088 58.7442 155.344 21.5539 135.73 107.897 49.3686 37.1903 58.528 32.2002 26.3279 74.6725 17.7289 251.245 202.653 127.61 75.0429 10.009 19.6138 24.0025 48.5921 36.0381 11.3961 65.0339 52.6425 11.862
internal_count=2900 1789 1111 1274 1077 371 706 98 568 490 174 273 316 151 165 358 86 753 567 327 240 47 138 97 186 155 45 193 168 54
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=16 10 0 6 16 4 6 2 6 5 15 16 4 19 17 6 2 5 3 15 16 8 6 12 5 6 18 9 2 10
split_gain=69.9429 25.4273 19.2938 18.0932 17.1028 16.3564 23.8794 15.4424 12.6001 19.3933 13.8435 18.6458 18.021 16.0835 12.5843 11.9763 12.6407 12.8496 12.6848 12.3293 11.6329 11.3912 11.2109 13.472 12.8425 11.1811 11.0123 17.8696 11.1157 8.5444
threshold=18.594956516900002 90.988176966900014 86.530713386650021 15.675366252400002 22.614947116400003 310.49012963040008 15.925372093750001 317.41815758785003 5.0951190466500007 5.2595069053500012 29.049007317550004 13.534968349350001 323.29283506040002 11.850956171350001 201.37020668845003 16.375382608200002 103.98563613345001 21.746930049350002 108.48197402175002 47.90801194005001 9.6249774926000011 2.9476996444500005 13.665319288000001 123.93044755685001 13.697488545350001 16.285380505300001 13.5538556217 196.26893085885004 101.14502893930002 57.960468834350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 7 8 5 26 -7 15 9 14 11 12 20 -13 -1 25 -17 -18 19 29 -10 -14 24 -24 -15 -2 -4 28 -28 -19
right_child=2 -3 4 -5 -6 6 -8 -9 10 -11 -12 13 21 22 -16 16 17 18 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.045648649459576286 -0.003361280588319332 -0.11476365138091277 0.10094423248284951 -0.11422929015890758 0.11111680776293416 -0.17943173303590845 0.047009129115479477 -0.17016924336632525 0.014136714718431252 -0.12799540398140588 -0.092729433296885447 0.10622448016626163 0.070381297789929118 0.020072616638727232 -0.13953732735483082 0.062760293604064307 -0.15695221099421461 0.12391507797819812 -0.14013339584609907 -0.087586653328995887 -0.12507223838683143 -0.095495761914250868 -0.034603306875621923 0.078009805654885134 -0.078197182839280746 -0.2339295181331533 0.0040331907738638253 0.054937784569757675 -0.16668734610950001 0.018314841418145836
leaf_weight=16.462169177830223 4.8519889414310438 35.467551380395889 32.353749684989452 20.674062140285969 40.915579579770565 8.0508259758353251 11.047749936580656 4.852311134338378 7.8604196459054938 23.181496135890484 16.71443796902895 19.939030945301056 15.457407221198084 30.065313287079334 4.7221544310450545 43.62177611887455 5.1105276793241492 8.807507321238516 5.5143855065107337 9.8698516190052015 25.400116264820099 5.6544077470898619 15.496669851243494 33.779355600476265 23.846950300037861 3.7125115990638733 9.7549068480730075 66.551238104701042 6.2621511295437804 58.920915022492409
leaf_count=79 20 319 72 197 86 52 33 34 38 193 124 45 47 134 39 126 29 20 45 65 201 42 79 98 154 27 36 202 42 222
internal_value=-0.000197433 -0.0353507 0.0321589 -0.0244865 0.0545273 0.037251 -0.0484449 0.005221 -0.0167099 -0.0647924 -0.00572608 0.00246668 -0.0463064 0.0240046 0.00436922 0.0112822 0.0187258 -0.00304699 0.00641651 0.0168308 -0.0921732 0.0259542 0.0081173 0.0425944 -0.023395 -0.103307 0.0514925 0.0321152 -0.062713 0.0320473
internal_weight=614.92 294.722 320.198 259.254 174.936 134.021 19.0986 145.262 238.58 44.3658 194.214 177.5 54.3724 123.127 21.1843 140.409 131.845 88.2232 83.1127 77.5983 33.2605 21.1118 103.188 49.276 53.9123 8.5645 114.922 82.5683 16.0171 67.7284
internal_count=2900 1789 1111 1470 523 437 85 588 1273 311 962 838 328 510 118 554 507 381 352 307 239 89 465 177 288 47 352 280 78 242
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=16 10 0 3 13 13 16 16 10 15 9 17 9 6 5 12 10 7 17 3 3 16 9 13 13 6 5 7 6 16
split_gain=58.4283 22.6022 17.28 16.4886 14.0964 14.0338 13.5093 14.5001 13.2884 12.3778 12.1938 11.3593 11.6256 13.1012 11.2835 19.8052 15.3931 19.8595 11.9063 10.2196 9.2383 12.4315 9.15186 11.2714 9.14913 8.61239 9.24911 22.6992 13.4322 11.7132
threshold=18.594956516900002 90.988176966900014 85.716110573100011 84.146051024900018 95.99139754765001 96.429616222950017 12.644970430600003 15.689963310050002 61.993156030000002 46.574831689400007 186.67271206880002 239.21206428850002 191.87997069285004 6.9451622726000011 2.7861270712500006 216.11788648010003 78.285212300550015 24.101221167900004 192.70224472390001 108.48197402175002 88.727183679150016 18.934955721800005 38.559541491950007 89.141206231250024 117.61735474900001 16.465384711100004 22.852794041600003 22.862300195000003 16.565387047600002 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 8 4 14 -6 -7 -8 19 20 -10 12 13 -9 18 -16 -17 -18 -1 -2 21 -4 -19 -24 -11 -22 27 -27 29 -29
right_child=2 -3 9 -5 5 6 7 11 10 24 -12 -13 -14 -15 15 16 17 22 -20 -21 25 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.14831089912810466 0.02235412601868951 -0.11035674385685311 0.067057575214730034 -0.0628800122367381 0.15020371885017766 -0.14730960647619756 0.044030107503529148 -0.088257061356729574 0.0096703476842423027 -0.13827098897265666 -0.18914125656849443 0.098078211400308132 -0.095840428585422799 0.12643984276528786 -0.13440341753085094 -0.17295913711892666 0.14304072004796897 -0.13944405572648297 -0.075443982078163246 -0.10051649111579884 0.077573457145253669 -0.019744864031478626 0.10996646231096628 -0.075849029228599929 0.043827155919189162 0.07019932433176751 0.086952487416862526 -0.25047864779555112 0.024767199853604659 -0.039369691002448234
leaf_weight=5.7190836220979673 52.305594637989998 33.307618975639343 28.28203072398901 72.771731972694397 7.1564269214868537 5.4843371435999861 62.14632149040699 5.2680548503994924 5.2942805141210538 6.4178979843854886 7.3928642794489861 5.6640271544456473 22.931081712245941 6.1723360121250153 22.146048426628113 5.0476232320070258 8.6207805499434489 6.2120655328035381 4.0708460807800293 7.7755149379372588 104.16876548528671 39.601698614656925 5.9353250935673696 7.2544970735907555 4.8397670239210129 21.788504593074322 18.972450777888298 5.7283110618591326 7.0210316479206076 4.8564117848873138
leaf_count=12 195 319 84 535 14 44 216 40 22 43 56 15 173 13 201 39 17 52 29 62 268 170 20 50 20 57 51 40 23 20
internal_value=-0.000210535 -0.0329271 0.0295369 -0.0227173 -0.00646456 0.0146018 0.0055885 0.0137949 -0.0131846 0.0424002 -0.106178 -0.0331386 -0.0547616 0.0275765 -0.0436747 -0.0612176 -0.0122075 0.0167481 0.0552692 0.00645258 0.0474025 0.0164192 -0.0393671 0.00776661 -0.0599854 0.0603428 0.0295908 0.00196512 -0.0824801 -0.153619
internal_weight=600.353 285.908 314.445 252.601 179.829 114.823 107.666 102.182 72.7683 241.677 12.6871 40.0355 34.3715 11.4404 65.0063 55.2163 33.0703 28.0227 9.78993 60.0811 230.419 67.8837 19.4019 13.1898 11.2577 162.535 58.3667 39.3943 17.6058 10.5847
internal_count=2900 1789 1111 1470 935 515 501 457 335 776 78 241 226 53 420 379 178 139 41 257 713 254 122 70 63 459 191 140 83 60
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=16 10 17 0 16 4 6 4 10 15 5 6 13 13 2 17 18 13 17 18 9 7 13 0 2 0 10 10 5 18
split_gain=48.756 20.1417 15.2835 15.0421 14.3659 12.7648 18.635 12.4161 19.5365 11.0975 12.1127 13.146 12.5248 12.4126 12.1718 11.8461 11.4973 14.3428 10.5345 9.05862 13.8552 9.87006 8.88264 10.1005 9.6179 8.74748 10.2964 8.66008 12.23 14.8415
threshold=18.594956516900002 90.988176966900014 166.83257850275001 86.530713386650021 22.614947116400003 310.49012963040008 15.925372093750001 248.34582299520005 62.041548276350007 29.049007317550004 12.294714844000003 15.065351999550002 95.870416931800023 92.692659421600013 184.66468190290001 210.17222418255002 15.946034773700001 104.02719889955002 177.48499193625003 13.5538556217 196.26893085885004 23.9444576715 92.138837046750012 109.87728379140002 219.74617996645003 86.280686780500005 61.944763783650011 60.474177186300004 30.133297129900004 11.257534840550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 19 -7 27 25 10 13 12 18 22 15 16 17 -14 -12 -5 21 -21 23 -4 -25 26 -9 28 29 -2
right_child=3 -3 9 4 -6 6 -8 8 -10 -11 11 -13 14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.094566387512767025 0.072861502811639764 -0.10631812125424037 -0.098106759697779308 0.091160701047088136 0.10143893368144935 -0.15835273349641379 0.042530932708043874 0.0087966691292901533 -0.15937495590016107 -0.089143147289124661 0.026868995449684213 -0.086631077789911734 -0.10108724992711715 -0.089981777765120216 0.069619330965539669 -0.14408001877411294 0.073833346233927691 0.030904719925649828 -0.14721580875360765 -0.0048729077449771946 0.047501999771165537 -0.17659514696565651 0.090366920641674661 -0.068080998860458403 0.081571923955603365 0.10199867262869922 -0.10126098588393039 0.044201128680115456 0.069625434092276478 -0.18276698237296965
leaf_weight=25.372517928481102 3.3099867105484027 31.223769873380661 12.229010187089445 30.193238481879234 38.005183234810829 8.1603942289948481 10.637436643242834 29.621256545186043 10.027065157890318 17.452715709805489 6.3737782314419729 12.509826831519602 13.320917412638662 29.101702272891998 48.660604938864708 5.0512838810682288 21.22576466947794 21.552805580198765 7.6461358144879341 11.068652644753454 64.542525768280029 4.7979501932859412 8.0090289488434774 7.2946728467941311 10.441564477980135 6.4960543662309638 11.921793289482592 66.372974380850792 6.7768428400158873 7.2371887043118477
leaf_count=210 15 319 104 72 86 52 33 124 72 141 31 113 89 230 163 42 64 88 68 42 202 36 30 58 39 16 78 203 24 56
internal_value=-0.000223997 -0.0306554 -0.0210613 0.027087 0.047385 0.0315093 -0.0446754 0.00311741 -0.0324133 -0.0126174 -0.00605169 0.0110641 0.0209336 -0.0408419 0.0322973 0.00259831 0.0158055 -0.019513 -0.0680728 0.0444575 0.0269207 -0.0568005 -0.0031834 -0.0281873 0.0200217 -0.005913 -0.0227871 0.0277675 -0.0351944 -0.102544
internal_weight=586.635 277.466 246.242 309.169 167.405 129.4 18.7978 141.763 58.0662 220.87 203.417 136.341 123.831 67.076 109.811 61.1508 56.0995 34.8737 14.0199 110.602 80.4091 15.8666 37.9743 29.9652 17.7362 48.0391 41.543 83.697 17.324 10.5472
internal_count=2900 1789 1470 1111 523 437 85 588 290 1260 1119 658 545 461 446 283 241 177 99 352 280 78 231 201 97 218 202 298 95 71
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=16 5 6 0 10 10 5 9 15 16 2 6 5 15 2 2 7 10 19 5 3 7 16 16 18 13 13 0 15 15
split_gain=40.7162 18.0264 15.5576 12.72 11.2511 14.5048 16.2511 13.3896 10.0285 11.4701 9.55737 11.3456 12.8092 8.77572 8.12744 11.7277 9.45449 10.4612 9.07467 14.3032 9.54153 8.23089 11.2125 10.9753 7.42938 14.2542 7.19611 14.8654 9.82002 7.09865
threshold=18.594956516900002 7.7286379265000011 15.675366252400002 85.716110573100011 61.917879202350001 60.474177186300004 29.040033326300005 187.38923140910003 32.540328261750005 11.934972090850001 309.73785348360008 13.200308423050002 14.624842172000003 46.574831689400007 330.71431012540006 178.89104431090001 22.372035319250003 71.090898343450007 12.651020723000002 11.976288766350002 76.884525614550014 26.302865891850004 17.654958715000003 16.064962433100003 15.7619177074 104.02719889955002 109.41218053485001 95.590817286200021 27.706191659600005 20.310401204950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 8 4 5 6 -2 -6 9 10 11 -3 -13 26 15 16 -11 -18 20 -20 -19 23 29 -17 25 -22 27 28 -5 -23
right_child=3 2 -4 13 7 -7 -8 -9 -10 14 -12 12 -14 -15 -16 21 17 18 19 -21 24 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.078377707043769396 -0.13155909518336781 -0.11525399943598946 -0.10518956115718066 0.039579918975191974 0.017994597561511418 0.078184887352146709 0.022191373069478295 -0.1463277943642223 -0.12939888551752041 -0.10360529558245082 0.046084928967391983 0.11994794530287073 -0.12862225745695768 -0.051640019324614317 -0.10422056375587579 0.089978842631980152 0.10833948729446218 -0.11121088848567487 0.11652863222871668 -0.09984621852408726 -0.11881331601555066 0.0080509229964831185 0.11896405374966407 -0.013727735069813061 0.083960962575738429 0.075236397747559774 0.047199888331449599 0.073305722557495581 -0.13608981325202477 -0.15873384933049631
leaf_weight=57.119872890412807 10.485156238079073 21.87803699076176 17.583670653402805 4.7780601531267193 8.7400904819369334 20.418772034347057 19.96424013376236 11.46161752194166 6.4694144278764716 9.8726941347122175 7.9602644592523566 5.1639586836099607 3.4636044204235077 10.828552603721617 6.0103288516402236 39.28941472619772 8.0241851434111577 5.0063374713063231 3.6616224944591549 18.442752219736576 6.9351816624403027 4.9332512244582158 4.0170937255024901 13.78532227873802 16.45227125287056 8.3348901271820051 194.73672566562891 12.061437755823134 9.5270184725522977 5.2865490615367889
leaf_count=515 73 213 197 16 35 57 87 83 66 71 37 12 34 63 42 112 20 40 12 142 53 25 9 78 45 25 597 33 67 41
internal_value=-0.000240483 -0.0285031 -0.0151013 0.024915 -0.0120983 0.0129758 -0.0307521 -0.0752352 -0.00697727 -0.0027761 -0.0514943 -0.0769571 0.0201574 0.0362569 0.00971284 0.0144669 -0.0122586 0.00123046 -0.013378 -0.0640034 0.0170898 0.0449317 -0.0225855 0.0630427 0.0373378 -0.0128948 0.0405616 -0.00846689 -0.0774141 -0.0782243
internal_weight=572.692 269.691 212.571 303.002 71.0699 50.8682 30.4494 20.2017 194.987 188.518 38.4659 30.5056 8.62756 231.932 150.052 144.042 76.7299 66.8572 58.8331 22.1044 36.7287 67.3116 14.2369 53.0747 31.7223 15.2701 221.103 26.3665 14.3051 10.2198
internal_count=2900 1789 1274 1111 335 217 160 118 1077 1011 296 259 46 776 715 673 408 337 317 154 163 265 75 190 123 78 713 116 83 66
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=5 8 9 0 9 12 2 15 2 19 15 13 7 9 0 5 16 15 16 5 18 6 6 14 7 4 7 10 17 6
split_gain=34.2559 20.2709 26.1449 16.7854 13.2416 9.55942 10.4767 9.86345 8.94368 8.8592 8.82786 11.7456 11.0075 9.11596 13.055 14.3176 12.8914 11.2898 8.55594 8.15872 7.6267 16.2058 15.1509 12.2263 13.0348 11.1016 10.378 12.5895 9.85354 8.59958
threshold=12.294714844000003 4.9461400813500012 75.115715165350011 103.44649194340002 175.23004761970003 152.88762959770003 323.30468295165002 27.008040895250005 297.58713971970008 9.4507625164000029 46.574831689400007 117.61735474900001 23.539316666200005 187.70546222865002 85.716110573100011 30.133297129900004 22.644947046300004 40.128253618400009 11.934972090850001 24.301614351200005 17.108018746400003 13.665319288000001 13.775321858200002 275.45622032450007 25.396105459650006 250.44545574145002 23.102607264700001 67.203387886850024 202.72018094520004 14.755344756250002
decision_type=2 2 2 2 2 2 2 2 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 7 8 -2 18 -1 13 -12 -13 -6 15 17 19 -15 -7 20 21 23 -23 24 -16 29 -27 -28 -26 -24
right_child=1 3 -4 -5 10 6 -8 -9 -10 -11 11 12 -14 14 16 -17 -18 -19 -20 -21 -22 22 25 -25 28 26 27 -29 -30 -31
leaf_value=-0.12508153302288258 -0.14138235724733059 0.20268956149086603 -0.13324668081865851 -0.13524645933105967 0.068314973013482203 -0.084517500599944617 -0.11351368308221782 0.083936592041299912 0.12527702064875401 -0.041569484656509392 -0.12448317269331879 -0.079734142943283584 0.10836713585187728 -0.16430361036121635 -0.12625587162105731 0.11735092943861863 0.082249146746596724 -0.020292593466120008 0.040169085265908018 0.14033038233233072 0.078064341636638473 0.12365992254467269 -0.014318876693095043 -0.13970594620068919 0.089598167038271531 -0.15175904014034403 0.025739016241385571 -0.071775541585653177 -0.07735128063312903 0.048244909582890377
leaf_weight=15.078719705343245 7.9756892919540388 4.0601965710520735 20.337720654904842 6.8175083398818961 42.631106831133366 7.1529999449849155 5.2517097145318976 2.568490631878376 8.8715465366840345 80.614018350839615 9.457531191408636 5.691533111035822 6.8617177531123161 9.3026861473918014 7.0192294791340855 4.3952302336692801 34.871673598885536 13.122965507209299 23.863148294389248 5.2794385477900496 17.61526533216238 13.394493401050566 29.638271734118462 11.116545759141443 11.155630774796011 5.4592449367046347 38.694424740970135 20.125313766300678 5.1753599122166625 84.915969215333462
leaf_count=170 75 9 213 65 120 60 34 10 22 640 76 38 18 70 58 9 90 61 100 12 53 29 153 82 34 32 129 139 38 261
internal_value=-0.000263749 0.0109974 -0.0362096 0.0202754 0.0230657 -0.000767986 0.0192574 -0.0864962 0.0367383 -0.0547288 0.0211256 -0.0403224 0.0230837 0.0249473 0.0190079 -0.047686 0.0252962 -0.0800317 0.0114136 0.017339 0.0146812 0.00975602 0.0210776 -0.0533866 -0.0122918 0.0133943 -0.0198671 -0.00762582 0.0366912 0.032058
internal_weight=558.515 462.823 76.0213 386.801 379.984 55.6836 45.1394 10.5442 39.8877 95.6927 375.924 22.0108 12.5533 353.913 311.282 26.8209 284.461 22.4257 31.0161 249.589 244.31 226.694 192.228 34.4668 23.3502 178.833 64.279 58.8197 16.331 114.554
internal_count=2900 2090 514 1576 1511 301 216 85 182 810 1502 132 56 1370 1250 140 1110 131 160 1020 1008 955 743 212 130 714 300 268 72 414
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=5 17 13 7 16 10 5 16 15 7 0 13 3 17 3 13 16 13 5 0 8 18 0 16 6 16 2 10 5 17
split_gain=29.3356 16.723 12.6748 9.2637 10.4318 9.12134 20.381 11.2398 11.4357 8.56912 11.7081 9.99133 15.3502 13.3713 9.10818 15.3929 8.89109 11.9948 13.7362 10.7938 9.61133 7.71862 14.7009 8.75849 10.6626 10.6188 7.2519 7.16183 16.6582 11.9476
threshold=7.7286379265000011 166.83257850275001 120.78166996855002 27.952168727600004 17.924958083650004 60.474177186300004 30.133297129900004 22.724946859200003 46.574831689400007 19.874819532250005 84.95796538030001 109.41218053485001 84.146051024900018 180.67147619190004 68.827216597650008 95.870416931800023 19.214955067100004 112.82921081865001 17.671168838450004 87.181320254150009 8.1436447804000007 17.327266398450003 97.900202820250016 16.244962012200002 12.315287744750002 14.994964935250001 71.847610775600018 90.740838818900016 5.2595069053500012 201.37020668845003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 26 5 -5 6 -3 8 9 -7 -11 12 14 -14 -12 -16 -13 18 -18 -19 -20 22 -17 24 -24 -26 -2 28 29 -1
right_child=1 3 -4 4 -6 7 -8 -9 -10 10 11 16 13 -15 15 21 17 19 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.058341773692560564 0.081502993280593669 -0.12433373916083401 0.15920404426546575 -0.10983003535806685 0.091342566449232887 0.11491701719846137 0.045788425978006538 0.096504257448934719 -0.065436801868685987 -0.13552684208524354 0.13997379131022619 0.096341794302164899 0.034878967959619853 -0.095137882405079199 -0.080070450410231309 0.055037310391975902 0.070011320865905682 0.013100142758705838 -0.0078563955550423042 0.065216542456504031 -0.18728912939452086 0.096479938180779712 0.052748071629274598 -0.097423336353294088 -0.14849847710446534 0.011251849594539471 -0.095482943071767454 -0.11928119961595288 -0.12387508597538442 -0.13323065618514207
leaf_weight=15.291982136666777 2.5313743799924877 14.245788276195528 2.3862915858626357 11.625787451863287 3.3119331523776046 9.0288152322173101 13.926293529570101 17.712349511682987 16.8867122605443 5.0093276351690283 5.7230369672179213 20.16926297545433 11.319186083972452 26.262336231768131 16.153701677918434 45.956420667469501 6.3104223310947445 94.459902681410313 5.162344388663767 68.600789614021778 7.0786217376589775 13.12639646232128 18.78652872890234 12.161610841751097 7.2249855399131802 9.8114891275763494 27.100474208593369 19.343127928674221 14.575233325362204 4.1359635069966307
leaf_count=77 12 123 6 113 9 26 54 43 118 56 22 50 55 208 135 174 17 338 23 193 46 35 70 104 52 49 252 240 159 41
internal_value=-0.000265384 0.00737069 -0.0625087 0.012234 -0.0652268 0.0148336 -0.0402373 0.0185546 0.0150963 0.0186531 0.0163249 0.0183903 0.000259886 -0.0559781 0.0166508 0.010923 0.0333528 0.0263575 -0.0498348 0.0350259 -0.111618 0.0246516 0.014615 -0.0240988 0.000794216 -0.0564965 -0.0803635 -0.0707013 -0.0430661 0.0175584
internal_weight=545.418 492.072 32.0181 460.054 14.9377 445.116 28.1721 416.944 399.232 382.345 373.316 368.307 166.526 37.5815 128.944 123.221 201.781 181.612 18.5514 163.061 12.241 107.067 93.941 47.9846 35.823 17.0365 29.6318 53.3463 34.0032 19.4279
internal_count=2900 2383 270 2113 122 1991 177 1814 1771 1653 1627 1571 904 263 641 619 667 617 86 531 69 484 449 275 171 101 264 517 277 118
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=5 17 16 7 16 10 5 16 15 18 17 9 8 7 0 10 5 17 18 17 6 13 18 7 0 0 12 19 16 13
split_gain=25.2119 14.0303 10.5506 8.31162 8.92398 8.04894 17.2591 9.15039 10.17 9.13681 7.12035 7.09412 6.86038 7.73411 10.0078 6.79197 14.8776 10.1214 6.39788 7.666 6.25426 6.93222 11.1196 13.7046 7.12854 8.57374 10.9565 9.91276 7.02185 10.1041
threshold=7.7286379265000011 166.83257850275001 21.084950694200003 26.752366550650006 17.654958715000003 60.474177186300004 30.133297129900004 22.724946859200003 44.920183738100008 13.278511569200001 168.75790693355003 219.38617924735004 1.6487133604500002 19.468732114900003 84.95796538030001 90.740838818900016 5.2595069053500012 201.37020668845003 13.465147564100002 199.88268747760003 5.6401317807500009 109.41218053485001 15.150044688000003 24.052187734100006 96.249489528150022 97.835679825150024 240.89943760205003 11.950964240300001 19.214955067100004 112.82921081865001
decision_type=2 2 2 2 2 2 2 2 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 11 6 10 8 12 -10 -3 -5 -7 -14 -15 16 17 -1 -11 -20 -16 22 23 -22 -24 -26 27 -27 -23 -30
right_child=1 3 -4 4 -6 7 -8 -9 9 18 -12 -13 13 14 20 -17 -18 -19 19 -21 21 28 24 -25 25 26 -28 -29 29 -31
leaf_value=0.051721983416580734 -0.07521760503224556 0.040097574813183129 0.14357598837886532 -0.029743486906584196 0.067217013561397615 -0.076973628954068507 0.041464730921341834 0.090380030741855577 -0.1332793961964219 0.074918541873461947 -0.15015797539915146 -0.14371826504825214 0.14587073402241632 -0.10928635794389058 0.13506307015934824 -0.11714222133802824 -0.12113167802756974 -0.12955783367452811 -0.13278527763558903 0.016920329624592539 0.012304045705422359 0.090659769717775368 -0.073913553441285057 -0.085920234713595722 0.090874349092691237 0.039932611302911238 0.084507925179363313 -0.067095935632328643 -0.043420880844991752 0.035624426685310996
leaf_weight=15.511718429625036 28.57537250965834 2.3827548325061825 2.3881741538643828 18.717724040150646 6.571884185075759 7.1101350784301749 13.845011308789251 17.056039780378342 7.9063641652464893 6.5374426022172001 11.276537843048571 7.7108329311013213 4.9888138622045508 5.84323776513338 4.8839950412511817 17.805490151047707 13.471446909010409 3.8429600894451132 5.81576083600521 8.305217042565344 33.661129407584667 19.334160462021828 6.2359465509653083 24.574930153787136 21.223932102322578 16.487795807421207 15.668118610978125 18.212173298001289 18.155845165252686 147.94149523228407
leaf_count=77 264 15 6 146 23 59 54 43 78 26 108 75 12 62 15 240 159 41 39 34 175 50 50 183 60 76 47 127 84 472
internal_value=-0.000288243 0.0067714 -0.0583424 0.0112473 -0.0370654 0.0150666 -0.0372174 0.0187544 0.0154782 -0.0418592 -0.116969 -0.0629969 0.0202349 0.0222845 0.0204287 -0.0674121 -0.0404375 0.015728 -0.00687104 -0.0447363 0.022751 0.0210448 0.00390252 -0.0291454 0.0286312 0.0375633 0.0150992 -0.016241 0.0336233 0.0269841
internal_weight=532.042 481.411 30.9635 450.447 33.0004 417.447 27.5043 389.943 372.886 28.5648 13.6593 26.4286 344.322 337.212 332.223 50.6316 32.8261 19.3547 20.6584 14.121 326.38 321.496 136.064 58.2361 77.828 71.592 50.3681 34.7 185.432 166.097
internal_count=2900 2383 270 2113 244 1869 177 1692 1649 177 123 221 1472 1413 1401 517 277 118 99 73 1339 1324 718 358 360 310 250 203 606 556
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=5 17 13 16 6 19 5 19 6 6 10 0 0 5 18 9 16 13 3 4 8 16 17 17 2 10 5 17 0 7
split_gain=21.6785 11.8005 10.7029 7.53465 14.332 13.4001 13.261 7.69741 9.07993 12.5462 7.14065 13.5565 9.18268 9.18039 9.17572 8.89637 8.79217 10.6958 9.83813 6.87298 6.85341 9.22008 11.3652 6.65122 6.50636 6.44273 13.3278 8.62058 6.1853 11.5317
threshold=7.7286379265000011 168.45154159730004 120.78166996855002 13.534968349350001 6.5601532769500013 10.650859343850001 12.953076575250002 11.850956171350001 13.665319288000001 13.775321858200002 70.182199495350019 86.530713386650021 96.055920542800024 20.361635946650004 13.987466292050001 206.08249486475003 22.614947116400003 117.38883580790001 92.751805500450018 404.80439994405009 7.6440346712000009 17.654958715000003 212.86611723275004 201.96296776225003 215.60007756200005 90.740838818900016 5.2595069053500012 201.37020668845003 95.590817286200021 20.778835947700006
decision_type=2 2 2 2 2 2 2 2 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 24 4 -3 6 -6 -5 20 -10 11 13 14 -11 -12 -14 17 -13 -19 -15 28 -22 -23 -17 -2 26 27 -1 29 -9
right_child=1 3 -4 7 5 -7 -8 8 9 10 12 16 15 19 -16 23 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.045980322538426759 -0.087873273114086048 0.1110198274931936 0.13439110142354724 0.083187530901174311 -0.12664000392147054 -0.10626920613750879 0.079231170140351845 0.058697391037945204 0.11488753191750577 0.11002459746758708 0.090209788364938565 0.043892668235614073 0.072197240191405818 -0.0033033486479288974 -0.089416314211830147 -0.14810407754471791 0.093406696287719762 -0.16512009973464453 0.018776860798333184 -0.14812119159054488 -0.10296719586851671 -0.10189073842697079 0.08516975417819489 0.013042607127694587 0.0094035044727661509 -0.11527246485557861 -0.11875210318022844 -0.12637400763036163 0.037882985514512718 -0.1510814152023732
leaf_weight=15.693487584590917 26.106024943292141 6.18548709899187 3.0023315325379363 15.981671661138533 4.4518764577805987 20.584399402141571 10.52823059260845 4.8651548177003843 13.187770381569861 7.0516343563795081 3.3042927235364941 80.244075380265713 14.872573308646681 115.6888021863997 20.406579069793224 4.0588662475347501 29.550900042057037 4.9646988362073881 7.0262680575251579 3.3727272748947135 17.68904081732035 5.5743880942463857 7.7825240716338158 6.9418175294995308 9.3341616094112378 16.358943849802017 12.421109087765215 3.5603240802884093 23.515381567180157 5.6794242337346077
leaf_count=77 268 28 7 52 53 206 37 18 32 15 10 262 47 537 172 29 75 29 24 29 146 38 24 36 51 240 159 41 107 51
internal_value=-0.000308944 0.00620501 -0.046895 0.0109138 -0.0294706 -0.0539051 0.0180492 0.0152176 0.0123269 0.0194429 0.0152117 0.0221407 -0.0194304 -0.00083956 -0.064384 0.0217662 0.0459375 0.030729 -0.0573632 -0.00740569 -0.0216291 -0.0556122 0.00710173 -0.0464149 -0.0622527 -0.0643111 -0.0379914 0.0141094 0.00934673 -0.0542917
internal_weight=519.985 471.951 38.4425 433.509 41.75 35.5645 14.9801 391.759 375.777 310.671 297.483 247.899 49.5841 126.113 23.7109 25.8733 121.786 92.235 11.991 119.062 65.1059 31.046 13.3569 11.0007 35.4402 48.0339 31.6749 19.2538 34.06 10.5446
internal_count=2900 2383 326 2057 324 296 90 1733 1681 1297 1265 971 294 581 182 112 390 315 53 566 384 208 62 65 319 517 277 118 176 69
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=16 3 6 15 18 10 19 12 19 9 8 13 8 0 17 12 9 0 10 16 7 17 3 5 7 4 10 0 13 15
split_gain=18.9739 11.2259 11.7683 12.056 6.67377 6.39451 13.1518 11.5166 5.93574 5.38144 11.7974 13.0629 11.7184 10.3329 7.01802 6.19675 5.02999 8.83342 15.6669 6.88579 7.21509 7.45373 6.37164 18.6743 5.17705 8.88732 5.86804 14.034 12.7828 11.3179
threshold=11.934972090850001 108.48197402175002 5.0951190466500007 17.382777826050003 16.083212871900006 90.740838818900016 10.650859343850001 176.04981466085005 9.8507947922000021 66.290220196950017 4.9461400813500012 98.238948544700023 7.4441906275000003 95.762878606550018 242.64190980425005 150.89336347300005 186.67271206880002 85.716110573100011 61.928633034850002 22.654947022900004 22.597569836950004 175.17291212335002 94.92945658615001 30.133297129900004 23.102607264700001 248.34582299520005 66.697957758300021 92.031298721500022 113.58197909515002 36.508287084250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 7 -1 -9 15 13 14 -13 -11 -12 -4 -14 18 22 20 -19 -22 -18 -24 25 -23 28 -28 -26 -29
right_child=1 -3 9 -5 -6 -7 -8 8 -10 10 11 12 16 -15 -16 -17 17 19 -20 -21 21 24 23 -25 26 -27 27 29 -30 -31
leaf_value=-0.12148185786322918 0.095074266507950547 -0.095975408978975038 -0.047485175469413742 -0.11262687383163475 -0.077912931753979661 -0.10020153544339748 -0.11333713174038765 -0.047589516249761682 0.078045214634872864 -0.088006457900388496 -0.13595994909244907 0.14176550219589285 0.051653597076998847 0.10250598282234052 0.041915642554346461 0.068571746845056583 0.066605664025338671 0.079849396287429972 -0.13186290369613482 0.062718775748946021 0.097386957310631059 -0.0024849612765117852 -0.14338009287188552 0.10039055957481442 0.11693897223042543 -0.13875362091516791 -0.16850172609757497 0.0092809879549709592 0.010534865915185015 -0.13815991219282123
leaf_weight=5.1505402065813568 5.978293605148794 10.423219729214905 5.4476161226630202 15.35023710131645 3.5572117567062378 19.908816255629063 12.632676813751457 5.0329964756965664 14.874873153865336 19.474082935601476 8.634744103997944 7.4290664196014395 33.380816720426083 3.3343583568930617 2.9848567321896544 29.592234842479229 10.855831995606424 14.448750674724577 11.542189691215752 29.259003721177578 8.7621091678738576 17.005373604595665 7.2391602843999845 5.5532219707965851 14.058757223188875 6.660678803920745 5.0098329409956923 111.71117928996682 57.336830168962479 5.4608121141791335
leaf_count=64 26 127 35 185 32 305 141 35 64 188 89 16 108 8 17 104 34 39 103 92 27 63 49 13 31 44 34 557 215 55
internal_value=-0.000313772 0.00659619 0.00902566 -0.0577688 0.0305415 -0.0543568 -0.0301412 0.0118003 0.0462829 0.0130293 0.00957276 0.0140235 0.0175287 -0.0601555 -0.0902671 0.0505285 0.0148004 0.0107657 -0.0363561 0.0169138 0.0113402 0.00696034 0.0102587 -0.0375583 0.00331315 -0.040837 0.00871079 -0.0045984 0.0314873 0.00240949
internal_weight=508.09 450.49 440.067 24.8857 9.53551 57.5999 37.6911 25.0584 19.9079 415.182 380.142 357.333 345.714 22.8084 11.6196 35.0399 338.285 304.904 35.1904 269.713 240.454 226.006 23.6482 12.7924 217.243 23.6661 193.577 122.182 71.3956 117.172
internal_count=2900 2291 2164 243 58 609 304 163 99 1921 1782 1586 1480 196 106 139 1464 1356 199 1157 1065 1026 96 62 999 107 892 646 246 612
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=5 3 16 2 6 18 10 6 18 18 7 15 16 15 2 7 4 16 15 5 18 16 7 19 6 16 0 16 6 6
split_gain=16.2452 9.51708 8.07984 7.26283 6.5766 9.70665 5.85739 11.4531 9.50765 9.46383 5.52423 4.38494 3.85331 9.09512 7.21328 9.4712 9.0394 7.55829 7.26735 6.6248 6.56026 5.54965 5.52873 4.96509 6.80591 6.70393 4.94006 9.01998 8.22052 9.64142
threshold=7.7286379265000011 108.48197402175002 11.934972090850001 309.73785348360008 13.200308423050002 17.327266398450003 90.740838818900016 2.7550643716500001 16.433295803950003 18.324911823050005 20.234873028950002 51.067537391750008 18.594956516900002 28.452330424200003 185.83358638795002 26.367140210550001 371.16724128940001 16.064962433100003 28.129673635100001 16.579584939650001 14.025183600500002 12.644970430600003 19.468732114900003 11.950964240300001 14.185331438000002 15.474963812800002 86.530713386650021 22.614947116400003 16.375382608200002 16.285380505300001
decision_type=2 2 2 2 2 2 2 2 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 10 -6 7 8 -1 -9 -2 12 13 14 18 17 -17 -16 19 21 -15 -4 -21 -23 25 -25 28 -28 29 -14
right_child=1 -3 11 -5 5 -7 -8 9 -10 -11 -12 -13 26 20 15 16 -18 -19 -20 22 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.12278914584477019 0.066234872094255354 -0.092231233934133156 -0.12465848893423703 0.044393237460636621 -0.12192566758168061 0.11136791968508464 -0.11233497525774139 -0.10482261243058436 -0.07030319953352146 0.12891597220183634 -0.12140124815298439 -0.0797779370104192 -0.00067978829709037408 0.029681179905697904 0.077236824582550684 0.026505297064313194 -0.15101542359413644 -0.017909539727341845 0.14178924471743704 0.053279910349202403 -0.11433320188930003 0.069800314929222937 -0.085727177442889213 -0.11213832630670745 0.083205382958828678 0.00017839144072390653 0.019155255150695029 0.080791403739213341 0.011443900957278576 -0.22798388521941715
leaf_weight=6.6351769194006938 1.7497799769044018 9.7945646420121175 3.2435943372547618 7.5641225278377524 3.1162277907133094 4.1700266823172569 13.881732437759636 16.832798086106781 4.1417742967605591 1.9309406876564015 15.191840477287768 5.2331366986036292 4.46781351417303 4.4311007484793654 35.235709268599749 7.0877218060195428 4.8184453770518303 10.941722981631754 2.9065985195338717 3.3731607273221043 11.053339324891565 10.793633274734018 18.852589137852192 7.3274765312671688 6.5327600017189971 19.341904357075691 112.74745143949986 30.076650105416775 109.96346901729703 3.2044692263007164
leaf_count=17 7 127 41 38 42 11 240 215 38 7 206 44 20 30 118 37 43 74 8 25 123 36 167 60 21 122 431 85 442 25
internal_value=-0.000327019 0.00527112 0.0074248 -0.0411474 -0.0678538 0.0115916 -0.0587573 -0.0335802 0.0485803 -0.080769 -0.102022 0.0111762 0.0123474 -0.000660979 0.00793973 0.0341875 -0.0453376 0.0546919 -0.0131261 -0.0196081 -0.0731214 0.00157449 -0.0646303 0.010881 -0.00827295 -0.0306809 0.0196362 0.0321349 0.00446128 -0.0956175
internal_weight=496.642 453.219 443.425 31.792 24.2279 7.28625 43.4224 29.5407 10.777 18.7637 16.9416 411.633 406.4 145.94 130.455 58.0836 11.9062 46.1774 72.3717 69.4651 15.4844 47.2394 22.2257 43.9958 33.2021 26.6694 260.46 142.824 117.636 7.67228
internal_count=2900 2383 2256 304 266 53 517 277 55 222 213 1952 1908 905 752 272 80 192 480 472 153 280 192 239 203 182 1003 516 487 45
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=5 10 16 2 8 6 19 10 6 6 5 3 6 10 6 5 18 6 0 18 9 2 5 10 5 17 13 17 3 17
split_gain=14.0506 8.25183 6.75841 14.4419 10.2144 7.42934 6.01487 5.95727 5.62599 10.2566 10.0889 5.66417 10.0915 9.2045 8.62169 13.7958 13.5538 9.6867 7.5056 7.72834 6.9607 6.66734 7.12995 5.49376 10.4743 5.29636 5.25045 7.14543 6.64603 5.20339
threshold=7.7286379265000011 54.884872733100003 13.534968349350001 234.61110956795002 2.9476996444500005 5.1551204485500008 11.850956171350001 79.535345331150026 13.665319288000001 13.775321858200002 13.264960807550002 93.58791597905001 16.395383075500003 70.182199495350019 16.455384477450004 22.852794041600003 13.316069313700003 16.565387047600002 96.055920542800024 13.954623666350001 206.08249486475003 125.31286365695001 23.234643166550004 90.740838818900016 5.2595069053500012 201.96296776225003 87.122174175350011 190.79973618785002 68.555682326450011 191.06791329340004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 3 -3 7 -4 -7 -5 10 -10 -8 13 -13 14 29 16 -16 -18 19 -15 -20 -14 -23 24 26 -22 28 -28 -1 -11
right_child=1 2 5 4 -6 6 8 -9 9 11 -12 12 21 18 15 -17 17 -19 20 -21 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.018021328322456561 -0.11454203363910612 -0.076103897875130846 -0.12995173917997324 0.011170612683776752 -0.084657820355029334 0.06997116259696555 0.030129594727133342 0.13761585018030439 0.10518602535557418 0.083133883248955043 -0.052742148933476056 -0.10172591823449091 0.033206737637181967 0.086251195359006758 0.028100110551285275 0.074693513187477967 -0.19270815763277219 -0.028940963353901585 0.064798182001426174 -0.084170538978287621 -0.1337205389539004 -0.14448749146331766 -0.010311790784309294 -0.111040251617676 -0.11417456963797422 0.012072001654333253 0.040661168489783836 -0.1314023111884603 0.15885322774509358 0.034124732778737538
leaf_weight=4.2364905513823086 5.7188528515398493 27.634080890566111 3.7202088274061671 7.1187782958149928 5.2627398744225493 17.131372958421707 25.030533622950315 7.8179428279399872 12.06805109977722 29.179847560822964 35.560510497540236 10.409098379313944 38.910735256969929 3.0933918729424503 12.406733751296999 13.702484399080275 7.547514043748377 6.9262949377298355 14.44505273550749 19.034507490694523 3.9425237104296667 4.3584943711757651 43.359457187354565 12.69965413212776 9.9871484637260419 6.7715107202529907 5.3566306903958303 4.3927491158246994 4.2610843516886234 84.104572914540768
leaf_count=30 91 316 39 32 64 65 120 17 33 80 242 80 174 9 41 41 48 28 47 171 29 25 259 240 159 36 24 49 15 296
internal_value=-0.000348915 0.00480552 0.00635836 -0.029126 0.0351426 0.0106916 0.0120402 0.0773526 0.00936407 0.0148071 -0.0185073 0.0111494 -0.00869391 0.0207219 0.0325805 -0.00696853 -0.0485961 -0.114339 -0.0178648 -0.0603463 0.0194984 0.00248459 -0.0225672 -0.0564161 -0.0318462 -0.0415764 0.0132148 -0.036865 0.0706719 0.0467485
internal_weight=486.189 445.255 439.536 47.8335 20.1995 391.703 387.983 14.9367 370.851 310.26 60.591 298.192 97.0378 201.154 153.867 40.583 26.8805 14.4738 47.287 22.1279 25.1591 86.6287 47.718 40.9338 28.2341 10.714 18.247 9.74938 8.49757 113.284
internal_count=2900 2383 2292 429 113 1863 1824 49 1759 1397 362 1364 538 826 534 158 117 76 292 180 112 458 284 517 277 65 118 73 45 376
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=6 3 10 3 6 16 19 6 7 8 15 5 0 7 2 13 6 6 2 9 6 2 10 15 9 15 10 5 18 7
split_gain=12.1707 8.60323 9.16133 9.27074 7.75488 8.56374 11.1769 8.55774 7.39989 7.15035 8.18877 10.2963 7.29495 6.83542 6.49555 7.29327 6.30085 6.29343 5.99865 7.64888 8.12858 8.07861 9.13126 5.9485 5.90977 5.67021 6.52089 4.71031 4.52405 4.45374
threshold=13.075305502400001 93.883646373400012 61.917879202350001 94.92945658615001 12.380289263450001 11.934972090850001 12.050972309250001 5.1551204485500008 26.820879618700005 7.3442686056500008 24.200063469100005 13.809011005350003 95.590817286200021 20.778835947700006 285.16564649850005 73.376087754350024 11.125259939900001 14.515339148550002 315.70263843430001 66.290220196950017 20.305474434200004 122.26439358135001 60.474177186300004 13.612549286700002 70.238863950400017 17.871970907900003 78.285212300550015 23.398433971250004 15.711526640050002 22.597569836950004
decision_type=2 2 2 2 2 2 2 2 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 29 3 -3 5 14 8 -8 25 12 -11 -12 13 -9 -1 -16 -10 -4 19 -5 21 22 -21 -17 -23 -7 -27 -19 -28 -2
right_child=1 2 17 18 -6 6 7 9 16 10 11 -13 -14 -15 15 23 -18 27 -20 20 -22 24 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.08833822992559906 0.05577381036862266 0.079039644261524225 0.091057228146850189 0.080573635449344996 -0.11890310112916978 0.10709203115952647 -0.11948354756032223 0.034786697998057538 -0.10054492030413496 -0.12412176351013587 0.095284739418093775 -0.10582509406106688 0.067054359468187774 -0.15386266678170452 -0.13134225128513055 0.085350496743014453 0.092699313019136212 -0.038684167393485444 -0.15487517814963539 -0.081153832209966109 0.05897335382716451 0.018527200304061662 0.1057959135985614 -0.07205950623792641 -0.14019765618274871 -0.1037233597376389 -0.04331136547569666 -0.13024955497684901 0.084955426138403761 0.014206254842562625
leaf_weight=25.421376720070839 29.077655203640461 12.687430955469607 2.2283231392502811 7.8485639207065097 8.3015424422919732 13.96938091889024 9.3889920786023122 4.1102265045046833 6.0105035603046399 9.5587281696498412 5.6368954032659513 4.6422735340893269 14.45458787307143 3.6054982542991638 3.452760685235261 7.528523098677395 2.3457868322730064 11.075109925121071 2.9877244830131522 5.4223835095763224 7.8813109397888175 2.9675427339971057 5.0420367941260338 3.5246964991092682 11.19508822634816 3.3525870144367245 3.727184332907199 11.40191977098584 10.485963795334099 227.01224033161998
leaf_count=389 103 38 6 31 76 47 139 18 76 87 15 38 61 33 60 47 7 58 26 64 25 24 16 31 141 24 36 142 44 998
internal_value=-0.000335041 0.0099524 -0.0185109 0.00385663 -0.0251713 -0.0192412 -0.00234594 -0.0331723 0.0373716 -0.0138814 -0.0574963 0.00445961 0.025145 -0.0533677 -0.05787 -0.00447526 -0.0462972 -0.0692409 -0.0181502 -0.00802813 -0.0294194 -0.0577075 0.00892354 0.0351549 -0.10694 0.0595424 0.021728 -0.0851325 0.0513194 0.018926
internal_weight=476.345 336.827 80.7374 56.0321 139.518 131.216 91.2886 51.3972 39.8914 42.0082 19.8379 10.2792 22.1703 7.71572 39.9274 14.506 8.35629 24.7054 43.3447 40.3569 32.5084 24.6271 10.4644 11.0532 14.1626 31.5351 17.5657 22.477 14.2131 256.09
internal_count=2900 1672 571 365 1228 1152 625 391 234 252 140 53 112 51 527 138 83 206 327 301 270 245 80 78 165 151 104 200 80 1101
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=5 10 15 10 15 17 8 9 16 4 8 13 18 19 6 6 5 8 12 10 0 2 16 16 19 6 0 15 19 6
split_gain=10.5826 6.63529 5.50314 5.06671 9.15092 5.18237 4.68164 7.19684 6.03049 9.32374 5.74488 4.82117 9.22363 4.4636 5.63935 6.42264 5.24318 6.23629 4.81917 4.28216 8.61717 7.87477 7.19204 10.0361 14.565 8.06184 7.11238 7.94153 7.07107 8.69531
threshold=7.7286379265000011 54.884872733100003 8.9474656819000007 90.740838818900016 17.382777826050003 180.19381692845005 1.6487133604500002 44.114531459200009 13.534968349350001 354.65463678160006 2.8477776226000002 95.870416931800023 17.327266398450003 11.850956171350001 13.565316951450002 13.775321858200002 15.299679811400003 8.543332867800002 147.29495425805001 70.284360904350009 86.530713386650021 317.41815758785003 22.614947116400003 19.214955067100004 13.751109481500002 16.435384010100005 96.055920542800024 29.049007317550004 14.451165964200003 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=3 -2 -3 4 5 -1 -4 -8 9 11 -11 -9 -13 -10 16 -16 -15 18 -18 20 21 -17 23 -22 -25 28 27 -21 29 -26
right_child=1 2 6 -5 -6 -7 7 8 13 10 -12 12 -14 14 15 19 17 -19 -20 26 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.13150631163346901 -0.11201828849770884 -0.13758212608120893 -0.077563436524500609 -0.10914161140773966 -0.11536436005513442 0.032037953799428052 0.097159685561336681 -0.11882840699077196 0.062994816656240196 0.094678058418653344 -0.05075920546148241 -0.070713364294642131 0.12453698644218721 -0.0016046278878667373 0.077534652795179321 0.001183381003279413 0.017973893983207468 0.065322484874333495 -0.12995157685419298 -0.0024681364717574713 0.086155156676276434 -0.1425531074434927 0.081360767381377097 -0.15661242023336341 -0.0026525136624779557 -0.054009040750726149 0.016444396326865882 -0.12894220728531658 -0.05190204298448569 0.087631611233202178
leaf_weight=2.2081102021038594 4.8691926412284365 2.6755215674638739 6.5551903173327437 10.839118201285599 8.2112924568355066 15.814345475286244 8.7849556989967805 10.508388157933952 14.976426012814043 7.3617315441369993 4.303833182901144 11.636755850166081 3.0545472204685202 34.344409618526697 14.41779477521777 127.79091681167483 2.7822215519845512 2.7877920493483535 10.566914170980452 10.22255825251341 18.675607040524483 3.9287530593574038 25.393038406968117 5.2457948848605147 18.285154424607754 12.938200518488882 24.733531888574362 9.6529337204992753 8.0565165728330594 25.605862505733967
leaf_count=27 91 39 62 240 141 109 28 171 62 21 45 119 7 204 51 641 14 9 96 57 54 36 75 36 73 58 112 115 37 70
internal_value=-0.000363982 0.00405424 0.00538318 -0.0516283 -0.0278653 0.0120005 0.00628828 0.00760942 0.00567779 -0.0328936 0.0410212 -0.0671105 -0.0301178 0.00951668 0.00726331 0.0123883 -0.0236956 -0.070712 -0.099121 0.00915533 0.0143261 -0.00310379 0.0344298 0.0210106 0.00366305 0.0166208 -0.0193497 -0.0638928 0.0342121 0.0500189
internal_weight=467.227 430.155 425.285 37.0729 26.2337 18.0225 422.61 416.055 407.27 36.8653 11.6656 25.1997 14.6913 370.404 355.428 304.947 50.4813 16.1369 13.3491 290.529 245.92 131.72 114.2 88.8071 70.1315 64.8857 44.609 19.8755 51.9475 43.891
internal_count=2900 2383 2292 517 277 136 2253 2191 2163 363 66 297 126 1800 1738 1415 323 119 110 1364 1080 677 403 328 274 238 284 172 180 143
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=7 19 10 6 6 10 7 13 8 19 2 17 5 18 7 2 12 9 4 6 7 16 3 0 17 7 7 0 10 7
split_gain=9.59842 6.17785 5.77901 4.62253 7.58807 4.43743 7.51433 9.57338 9.20008 7.56103 6.96356 6.96332 6.71864 6.71132 5.52295 5.2587 8.27754 4.83979 7.23612 4.48902 4.51277 4.46985 4.11678 6.52753 9.29737 5.7613 5.253 4.99385 9.58443 9.599
threshold=29.973557588500004 8.9507221716000007 54.884872733100003 13.075305502400001 12.380289263450001 78.285212300550015 24.373474566200006 98.362617618700014 7.1444245619500011 12.250988447150002 219.74617996645003 237.45530840880002 2.7861270712500006 16.556821279000005 22.995933042550003 187.03662689815005 202.12526968910001 38.559541491950007 310.49012963040008 5.1551204485500008 21.725272673150005 17.484959112600002 93.58791597905001 85.872041144650012 193.01551328760004 22.862300195000003 22.995933042550003 85.716110573100011 62.00390986255001 19.468732114900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 10 8 11 -9 -7 12 13 -8 19 16 -16 -14 -19 -4 -21 -11 25 27 -25 -5 -27 28 -24 -30
right_child=-2 2 3 22 -6 6 7 9 -10 21 -12 -13 17 -15 15 -17 -18 18 -20 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.12932494391351418 -0.11145544381211824 -0.11076981906153534 -0.11594677525849528 0.05631875370538434 -0.11025988091375333 -0.048092656971503826 0.12135582583930909 0.10560741340693221 -0.11356811227213702 -0.08590562880387323 0.11468855002235445 0.12102419391882038 -0.11978331613952385 -0.055253343145014872 -0.092992595296904221 -0.13587786417919742 0.13070054596038602 -0.1152431062635647 0.063373141008882555 -0.020743141643650889 0.078679899524313993 0.065493942641262667 0.0077196453673067022 -0.17045358177035685 0.042665461009839124 -0.075620638962481043 0.014091279853884576 0.04706271016015879 0.12818028502810616 -0.11129788110504223
leaf_weight=3.5791097655892363 7.6464274637401095 4.4529392085969439 3.0456990338861969 32.734302125871181 7.5283041521906844 3.5080228075385085 5.06182754784823 10.85090070217848 10.903733547776936 4.6549067236483079 10.47570240870118 3.7606726959347716 7.728856939822438 3.7426233291625977 5.0456846766173831 8.0871039517223817 2.4611053317785263 3.9486467503011209 5.3292205631732941 12.922435000538828 7.0591957978904238 3.3559003248810768 58.498854771256447 5.3954637795686704 3.298353835940361 6.7701550126075736 181.65894804149866 18.783992387354374 1.9137475229799736 13.347396682947872
leaf_count=64 165 91 50 114 74 44 11 31 156 36 33 16 120 49 57 79 6 70 38 89 29 12 334 40 11 33 832 66 5 145
internal_value=-0.000356244 0.00153196 0.00258132 0.00372361 -0.0130783 -0.00654272 0.00790728 -0.0076337 -0.0350534 0.0512066 0.0738525 -0.00610347 -0.0246259 0.0462823 -0.0339755 -0.0799288 -0.0196547 -0.0613353 -0.0126457 -0.00285635 0.0143815 -0.0224811 0.00994981 -0.00675209 -0.0895982 0.0175951 0.010868 0.00103069 -0.010692 -0.0812673
internal_weight=457.55 449.904 446.325 441.872 119.471 111.942 73.321 59.3373 40.4756 18.8617 13.9837 29.5718 25.8112 8.80445 38.6212 15.5939 7.50679 17.0067 9.27787 23.0273 19.9816 8.01081 322.401 101.238 8.69382 221.163 188.429 92.544 73.76 15.2611
internal_count=2900 2735 2671 2580 1000 926 616 539 460 79 77 304 288 60 310 142 63 228 108 168 118 48 1580 601 51 979 865 550 484 150
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=7 19 3 7 0 13 16 16 9 3 12 5 0 15 15 8 19 3 7 2 7 16 16 17 4 5 6 9 16 3
split_gain=8.58223 5.47396 5.24013 5.07119 6.21515 4.89321 4.89048 8.54527 8.65877 11.546 8.49159 7.47576 9.81556 9.04569 6.34612 5.77257 5.65466 4.85677 7.17982 4.52241 10.9231 9.91413 6.26429 6.36173 8.26299 12.0708 5.86204 4.66464 4.36779 5.90819
threshold=29.973557588500004 8.9507221716000007 108.48197402175002 19.041006859700005 75.309089150100007 120.78166996855002 17.844958270700005 15.919962772200003 191.87997069285004 82.511468481600005 211.56805207830004 16.579584939650001 104.3578792496 7.2024861368500011 24.200063469100005 1.3489472949000001 12.651020723000002 65.705916708150014 26.990465050000005 151.19096455890005 23.102607264700001 22.744946812400002 22.624947093000003 216.38715945000004 325.87898234400006 21.964328598750004 16.515385879350003 186.67271206880002 14.034967180100002 78.322850714350025
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 11 12 16 -14 -13 -12 28 -17 -19 -8 21 27 23 24 -22 -26 -24 -21 29 -6
right_child=-2 2 5 4 6 -7 19 8 -10 -11 15 14 13 -15 -16 17 -18 18 -20 20 22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.12707745141367849 -0.11034075285039154 0.063813305959095831 -0.11390676459329946 -0.12577243781240963 -0.12563104875934009 0.10929894517875943 0.023820360760970084 0.062914486925865792 -0.12279091667192923 -0.091906419446254273 -0.046942377537512237 -0.12790331416989875 0.15461252056671093 -0.11607832510810889 0.043710329583440621 0.14599560103855486 -0.10573947092406702 0.047664079371956665 -0.06667565816943162 -0.025427359338871615 0.003567502060377033 0.065059319839650478 0.067216934869526998 0.064373141714028942 -0.20201032791763607 -0.016354459084276601 -0.029875999264424493 -0.13265917674050343 0.055946084516522769 0.032029631305680879
leaf_weight=3.2928648255765429 6.9850939624011508 13.630265407264231 6.4510130584239951 3.7825233824551097 3.6121860928833467 1.1585518419742582 137.10220579430461 9.4993836581707054 12.372218582779167 9.7723056897521001 8.7455137483775598 10.350347861647604 1.3948819898068894 10.737537728622554 2.721327915787696 4.0569063313305369 3.3137199170887461 39.760673049837351 6.3719714432954779 6.0287543758750024 40.190361969172955 4.7046455368399611 27.652882218360901 10.594930484890936 5.4603098891675463 9.7647888213396055 8.0223019793629629 12.401505231857298 22.714694999158382 6.9503039047122002
leaf_count=64 165 57 120 59 52 7 541 50 130 131 110 120 3 205 11 16 35 188 72 36 197 16 94 38 53 53 38 104 94 41
internal_value=-0.000360715 0.00137494 0.00233774 0.00378773 0.00183077 -0.0799238 0.00299578 -0.0112488 -0.0575051 -0.0155922 0.000875119 -0.0250247 -0.00700915 -0.0849566 -0.0921759 0.0280318 0.0188358 0.041096 0.0318712 0.0112826 -0.00248876 -0.0645081 0.0116215 -0.00662515 -0.0201994 -0.0829378 0.0453836 -0.0975824 0.031241 -0.0218876
internal_weight=449.597 442.612 439.319 431.709 418.079 7.60956 414.297 152.374 31.6439 19.2717 120.73 61.795 48.7233 12.1324 13.0717 58.9351 36.5909 50.1896 46.1326 261.923 124.82 23.1349 101.686 66.0104 55.4155 15.2251 35.6752 18.4303 33.2772 10.5625
internal_count=2900 2735 2671 2544 2487 127 2428 1258 311 181 947 561 430 208 131 386 222 276 260 1170 629 156 473 341 303 106 132 140 187 93
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=7 17 6 6 3 9 8 7 8 8 0 16 15 18 16 8 7 0 16 5 12 12 7 15 10 18 2 4 3 0
split_gain=7.67871 4.95574 3.87647 5.89179 4.19883 4.70305 10.9559 7.89234 5.81064 8.89042 8.27148 5.47032 6.19099 8.54014 4.55981 4.48152 3.91431 6.72265 5.44898 8.36331 8.52323 7.55529 10.6164 6.31287 7.83334 8.51108 7.20806 6.64184 5.56658 5.19853
threshold=29.973557588500004 157.96759137085004 13.075305502400001 12.380289263450001 108.48197402175002 66.290220196950017 4.9461400813500012 20.179048202600004 8.8430989333000021 9.3427090425500019 90.337570099350003 22.724946859200003 44.34858359035001 13.278511569200001 21.014950857900004 8.7431769115000026 20.234873028950002 94.047642319350018 11.934972090850001 1.6103415277500004 316.7844411196001 286.25174907180002 24.550696209100003 21.073645951400003 70.343506983200015 17.552559642400002 92.716362671650018 310.49012963040008 73.733652685700008 104.3578792496
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 16 5 -4 -7 -8 11 10 -10 12 15 -14 -6 -9 -3 -18 19 -19 -21 23 28 27 -25 26 -26 29 -23 -20
right_child=-2 2 4 -5 14 6 7 8 9 -11 -12 -13 13 -15 -16 -17 17 18 21 20 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.099770413652911269 -0.10934009060223766 0.071481553982952015 0.072848925540728554 -0.10306732028989805 -0.11416840223786635 -0.079409131588272008 0.14155070700963979 0.012634207143512084 -0.1536472892029446 0.01618334363907771 0.033198398867691957 0.072932180986812256 -0.13390930762503236 -0.0032368454079457643 0.10377321823250461 0.07665998089908399 -0.10533878243411768 0.12618680471555502 0.046466918724642543 -0.11652273811420844 0.015297519901322599 0.12967896445962801 -0.12712524180146351 0.11635624903312154 0.080340545203305455 0.084791336594743028 -0.11861041372840744 0.11193608915547533 -0.045367734317332438 -0.075216118173486265
leaf_weight=4.8061625789850941 6.3752607740461817 5.8846593983471385 11.336397938430308 6.9127987548708907 5.086201572790741 13.916980020701883 4.5880705751478663 200.61254749819636 8.3459856137633341 14.789792213588951 3.3085159286856642 14.815357163548468 6.5512623861432102 21.141987025737762 1.1833370104432104 11.562504716217516 7.2258858010172835 2.4982901886105564 15.517880517989399 13.153872085735204 7.8216741364449254 3.4357298910617819 8.5508645102381688 3.6440774202346828 2.1967690512537983 3.8577485717833033 10.64804572984576 12.444308452308176 3.8551519364118576 4.5375374257564536
leaf_count=86 165 24 39 73 97 182 11 884 58 77 15 44 79 106 9 35 90 15 91 261 53 7 89 9 11 14 131 46 35 64
internal_value=-0.000389324 0.00121026 0.00234045 -0.0136367 0.00799046 0.00962401 0.00723194 0.0114521 0.00932891 -0.0352875 -0.100605 0.0139615 0.0103192 -0.0341494 -0.0730333 0.0161233 -0.0077642 -0.0124563 -0.00517389 -0.0467679 -0.0673676 0.00904067 -0.051534 0.0271991 -0.0164826 -0.0454646 -0.0845851 0.0545463 0.0371207 0.0189361
internal_weight=440.606 434.23 429.424 112.185 317.239 310.969 299.633 285.716 281.128 26.4443 11.6545 254.684 239.868 27.6932 6.26954 212.175 105.272 99.3878 92.1619 23.4738 20.9755 68.6881 15.8417 52.8464 20.3466 16.7026 12.8448 32.4997 7.29088 20.0554
internal_count=2900 2735 2649 1013 1636 1530 1491 1309 1298 150 73 1148 1104 185 106 919 940 916 826 329 314 497 131 366 165 156 142 201 42 155
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=13 10 6 6 16 19 5 9 17 18 18 10 17 5 3 16 10 10 0 10 17 13 2 18 10 18 6 5 7 0
split_gain=6.93378 4.18838 3.98812 5.19864 3.58669 8.31721 5.71029 5.37866 3.83689 3.49695 3.80877 4.08921 12.4734 6.20203 12.0995 6.26761 7.15726 9.54951 5.64364 6.67879 8.69777 6.00387 7.19122 6.70639 4.63372 5.18771 4.30804 3.45024 4.80801 5.14229
threshold=73.376087754350024 54.884872733100003 13.075305502400001 12.595294287050001 15.054964794950001 10.550851274900003 15.299679811400003 68.670253264700008 201.59899553070002 15.946034773700001 15.312071772700003 70.284360904350009 192.00356210945003 20.766972852450003 88.173361304300016 19.214955067100004 66.697957758300021 68.579878449600017 86.530713386650021 62.041548276350007 197.22366780595004 117.50443950750001 145.11127223590003 13.159487726550003 66.318885161900013 13.849588037450003 16.485385178400005 20.950952025950006 20.510910988050004 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 -2 3 27 5 -4 -6 -7 -9 10 11 13 -13 15 -15 -8 24 -18 19 -16 21 23 -23 -21 25 -17 -20 28 -3 -30
right_child=1 2 4 -5 6 7 9 8 -10 -11 -12 12 -14 14 18 16 17 -19 26 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.11605929927139254 -0.10825835778903513 0.088907267855890731 0.080348067715017596 -0.13148639326039532 0.12353407409686319 0.028148712673755568 0.092636698916994734 -0.12713080521077713 0.0080435519465484849 -0.077843676955172705 0.055885671595280878 0.020025834652899366 -0.11761609283380188 -0.17333000691662756 0.0077550570777812069 0.04855078075983716 -0.15422947180609814 0.017845054460726883 0.048272244771456842 -0.074114637800344538 -0.20389927441826325 -0.011090622263992909 -0.19517476166282058 0.051374294354284533 0.10677092634566075 -0.055911685898602348 -0.027535554217901333 -0.10181894869255481 -0.097390148472472848 -0.0056334699881668308
leaf_weight=5.1218836493790141 3.4808332752436391 4.9893521368503562 5.1582602262496975 3.6644484922289839 4.4133935570716849 4.588272117078307 15.823569238185881 9.8749257400631887 2.6669874563813201 4.5719159767031661 17.221674036234617 18.824970316141847 10.125125166028736 3.8640509471297255 86.181697890162468 19.887403614819053 4.785173848271369 9.8925829306244832 39.983364254236221 6.8412804976105788 3.1645546033978453 4.505695275962351 4.011466059833765 11.281402617692946 9.0014248192310315 6.2473403438925734 9.2261931970715505 3.9736285693943492 6.5406073294579974 92.288846746087074
leaf_count=145 91 20 22 44 13 27 45 117 16 42 81 95 104 31 432 65 29 36 139 71 25 19 38 41 24 30 39 33 86 900
internal_value=-0.000399748 0.000987333 0.00188503 -0.0143528 0.0076831 -0.0309732 0.0106556 -0.0644944 -0.0983865 0.0089103 0.0103225 0.00734623 -0.0281136 0.0117202 0.00159117 0.0378092 0.0203931 -0.0382539 0.00568271 -0.00635662 -0.0471616 -0.0285427 -0.0977917 0.00400245 0.0448922 0.0235797 0.0340592 -0.0103708 -0.0068707 -0.011706
internal_weight=432.202 427.08 423.6 111.457 312.143 22.2884 289.854 17.1302 12.5419 285.441 280.869 263.647 28.9501 234.697 169.06 65.6375 49.8139 14.6778 165.196 115.986 29.8044 26.6398 8.51716 18.1227 35.1362 26.1347 49.2096 107.792 103.819 98.8295
internal_count=2900 2755 2664 1083 1581 182 1399 160 133 1386 1344 1263 199 1064 835 229 184 65 804 626 194 169 57 112 119 95 178 1039 1006 986
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=7 17 9 6 3 18 16 19 5 7 7 3 3 7 3 6 16 9 16 3 7 7 10 7 5 17 8 9 12 8
split_gain=6.52819 4.07846 3.4298 7.02716 6.83441 6.17372 5.14767 5.61828 7.55942 4.59482 3.5307 3.25457 4.70359 3.75324 4.9989 8.39758 5.43929 5.41311 6.2831 4.98673 6.5199 4.11671 6.78839 7.8056 3.71123 3.26929 4.41261 4.56793 4.16505 4.54775
threshold=29.973557588500004 157.96759137085004 37.256168974800005 2.7550643716500001 61.205437797800009 16.433295803950003 11.934972090850001 10.550851274900003 13.487843791950002 21.274149814850002 29.406978885550004 108.48197402175002 112.71898403535002 19.041006859700005 94.92945658615001 20.305474434200004 22.704946905950003 186.67271206880002 21.534949641950003 93.883646373400012 22.597569836950004 22.477322886550002 61.917879202350001 22.726915405250001 30.690160697650004 175.17291212335002 8.8430989333000021 215.80505313260002 82.187369520450019 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 -1 3 5 -4 -3 7 8 -6 -5 -7 13 -13 24 16 17 19 18 -16 20 -15 -21 -23 -24 -8 -22 28 -28 -27 -30
right_child=-2 2 4 9 6 10 11 -9 -10 -11 -12 12 -14 14 15 -17 -18 -19 -20 21 25 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.09550491921114776 -0.10824349419904589 0.095922659842500382 0.17731385010709788 0.067432874669032611 -0.094541388355708217 -0.11813221080765379 0.11257265178477593 -0.097812691602472301 0.072482042761253876 -0.10289498345779279 0.080025272008289725 -0.11283739602361653 0.1187146899855131 0.047136800189776715 -0.085949882229132482 0.052259895620531419 0.067300991667368637 -0.15505281895453982 0.070997719741975149 -0.11835853644422056 0.058127598113119551 0.10862682739954502 0.046559648736781381 -0.1243965895388552 0.0012176901956193488 -0.091826307062577495 -0.14377103634664709 -0.0056961511417859614 0.0025100631978416769 0.072163600446555884
leaf_weight=4.3294779006391755 5.5371005535125724 5.8311309851706046 2.2703114617615929 1.8216733746230591 4.5661918874830025 3.1247535683214664 6.6001222245395166 10.249565439298747 6.665197279304266 12.128258932381867 1.2624384388327596 4.620100835338234 1.0828878898173568 39.05860024318099 8.1241247002035433 7.30871558189392 15.094002589583395 5.7325544878840438 3.7181051820516577 5.2869031727314022 10.39475587941706 3.3866702243685713 4.5724468231201154 6.421671450138092 5.4762385748326778 4.4819698296487323 4.1967352926731092 5.5841288901865482 216.75557727925479 9.7973801754415017
leaf_count=86 165 18 7 7 80 62 25 174 33 198 13 98 8 169 120 24 49 61 11 37 53 9 23 60 24 31 27 27 1168 33
internal_value=-0.000371036 0.0010513 0.00205714 -0.0345025 0.00431437 0.0285008 0.00330515 -0.0442776 0.00457762 -0.0806525 -0.0611113 0.00608497 -0.0688701 0.00726585 0.0053742 -0.0378237 0.00868132 -0.0752862 -0.036673 0.00582653 0.0091283 -0.0429033 -0.0151632 -0.053296 0.0620768 0.00321868 0.000848552 -0.0649408 0.00363374 0.00552226
internal_weight=425.48 419.943 415.613 24.1683 391.445 10.2183 389.175 21.481 11.2314 13.9499 4.38719 367.694 5.70299 361.991 349.914 24.8835 325.031 17.5748 11.8422 309.937 290.269 19.6677 14.3808 10.9941 12.0764 251.211 240.816 9.78086 231.035 226.553
internal_count=2900 2735 2649 298 2351 93 2344 287 113 205 75 2057 106 1951 1902 216 1686 192 131 1637 1508 129 92 83 49 1339 1286 54 1232 1201
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=7 17 9 6 3 18 6 7 16 19 5 9 9 3 4 7 3 6 16 15 18 5 0 9 16 9 16 17 5 18
split_gain=5.85594 3.50375 2.93631 6.08643 5.54253 5.19004 4.79827 4.01583 3.6034 5.3358 5.39558 5.17135 3.20047 2.74925 4.79674 3.29139 4.50728 7.91732 4.76761 4.36815 6.80929 5.39005 4.22519 4.05596 6.47162 3.98217 5.33385 3.90931 3.14069 2.89123
threshold=29.973557588500004 157.96759137085004 37.256168974800005 2.7550643716500001 61.205437797800009 16.433295803950003 4.200098134650001 21.274149814850002 11.934972090850001 10.550851274900003 13.487843791950002 44.114531459200009 32.66220731775001 108.48197402175002 159.66984649465005 19.152455927400002 94.92945658615001 20.305474434200004 22.704946905950003 44.34858359035001 13.278511569200001 23.151456684850004 85.656964494200011 186.67271206880002 21.534949641950003 201.78065190905002 22.604947139800004 203.77077094980004 31.302824910800002 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -3 -6 -5 9 10 -8 -10 -7 15 -15 28 18 23 19 21 -21 22 -17 24 -18 26 -22 -27 -13 -24
right_child=-2 2 4 7 6 12 8 -9 11 -11 -12 13 -14 14 -16 16 17 -19 -20 20 25 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.091064279995192315 -0.10745798222138303 0.088588436821402855 0.15982294667882649 0.062472670119173068 -0.11250093525090268 -0.11480344464698422 -0.085125437318331332 -0.099388791033045862 0.091027106320530141 -0.092689446482181109 0.066333673232099946 0.096759573480046185 0.077433843926133269 0.13071962708813942 -0.11183628929161966 -0.10430522860349788 -0.099941691629032256 0.048003042386207312 0.062759815834033048 -0.1306767644784346 0.092712884552132044 0.061736861377707557 0.02809295312086775 -0.14924636646260073 0.066520777602351269 -0.10839083369497125 -0.042429747640486543 0.025141107508727459 -0.0027615568087581335 0.0006813470615360561
leaf_weight=4.0987504068762055 5.0449307933449736 5.6900332123041171 2.2668335512280455 1.7723421901464451 3.5636933054774991 2.9442646466195583 3.6666211914271134 11.341491807252167 7.0685013793408862 9.2808629181236011 6.5604035966098309 7.5675299577414972 1.2269367240369318 1.0030524097383011 4.3559505138546228 3.5304959937930098 6.7222221083939093 7.1687527149915686 14.594348736107348 5.7564085572958019 6.3640326224267501 17.478412270545959 47.43600932136178 5.3783054687082759 3.5789334401488304 5.6942674703896028 5.3973812237381935 3.565117709338665 5.4580516703426838 203.7571819331497
leaf_count=86 165 18 7 7 78 65 69 198 28 165 33 32 10 6 100 19 113 24 49 79 25 58 174 61 11 38 33 14 24 1111
internal_value=-0.000369573 0.000934482 0.00185377 -0.0328804 0.00391469 0.026474 0.0029966 -0.0775131 0.00407582 -0.0377891 0.0120321 0.00633267 -0.0582579 0.00464537 -0.0664367 0.00573546 0.00382581 -0.0390546 0.00695024 0.00422596 -0.0343122 0.00801706 0.00433096 -0.0788579 -0.0421076 -0.00792344 0.0306951 -0.0569774 0.0550577 0.00585783
internal_weight=419.332 414.287 410.188 22.9751 387.213 9.86123 384.947 13.1138 381.383 19.5079 10.227 361.875 4.1712 354.806 5.359 349.447 336.422 22.8482 313.574 298.979 26.7772 272.202 254.724 15.6795 10.3012 21.0208 11.7614 9.25939 13.0256 251.193
internal_count=2900 2735 2649 298 2351 93 2344 205 2266 267 102 1999 75 1971 106 1865 1809 209 1600 1551 189 1362 1304 185 124 110 58 52 56 1285
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=13 10 6 6 0 10 7 17 16 4 16 18 0 19 18 2 13 10 2 13 2 17 19 17 3 5 15 10 9 0
split_gain=5.31443 3.16675 2.84547 7.99761 4.78028 4.42306 5.3571 4.90428 5.99097 7.22956 7.54222 5.25926 4.56055 5.52327 5.17457 5.15444 5.11744 4.44343 4.30933 4.26681 4.17837 3.77735 3.59766 6.98617 4.25198 3.56045 4.42102 3.57809 8.48045 5.90516
threshold=73.376087754350024 54.884872733100003 13.665319288000001 13.775321858200002 97.835679825150024 78.220689305400015 24.373474566200006 180.19381692845005 9.6249774926000011 371.16724128940001 13.534968349350001 15.946034773700001 97.671683879200017 12.651020723000002 14.708525021850003 300.91297426285007 103.58091484995002 90.740838818900016 219.74617996645003 74.940770386250009 101.83220382945002 166.83257850275001 11.950964240300001 242.64190980425005 77.478674861400023 15.941372635650001 19.215947067900004 70.284360904350009 206.50942114985003 96.055920542800024
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 12 18 -8 17 10 11 -10 14 -14 15 21 -15 -9 20 -19 -7 -3 -12 24 -24 -5 -27 -28 29 -29
right_child=1 2 3 4 -6 6 7 8 9 -11 22 -13 13 16 -16 -17 -18 19 -20 -21 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.11498266922523093 -0.10644467206199548 -0.13939887440465903 0.093823122908903114 0.11336610111729217 -0.096048400194107736 0.12993198252287763 -0.083727024870021829 0.10240870300116417 0.13848819548379407 -0.096660214010725276 0.072886993521756663 -0.11633413386529992 -0.13664903956725774 0.034675437667661055 0.054764953173703751 -0.16243765552633235 -0.10532059623049712 0.15596170891872252 0.09895108555412313 -0.10707522785415823 -0.11787542771870406 -0.0020833150599368598 -0.10680369566057774 0.12666831285982941 0.018873782048015542 -0.086502696360073655 0.010712701002126049 -0.038505299454086095 -0.097776021928893161 0.060094419489464201
leaf_weight=4.006964409723877 2.7377063035964957 2.2660846710205176 10.221007660031317 3.0245021283626548 4.7189429923892012 1.007955422624945 7.4615271799266329 8.6954580191522819 0.92880524136125941 8.6069378666579706 11.623696053400637 6.3284880798310041 7.934667548164728 5.9885352123528701 8.6618000455200654 2.828579530119895 4.6296989247202873 0.84326983056962435 9.1969321072101575 2.2952061742544174 2.093938896432519 17.275787189602852 5.1386993061751109 3.23016732931137 5.6539240069687366 5.2613907493650904 225.13125960156322 12.605643823742868 10.71246565133333 11.722698949277399
leaf_count=145 91 28 34 8 36 6 127 37 7 116 46 152 95 41 55 31 48 5 37 70 43 134 62 10 39 81 1071 98 110 37
internal_value=-0.000377936 0.000745323 0.00146796 0.0069757 0.00372627 -0.0112542 0.00438303 -0.00779143 0.00282998 -0.0150632 0.00628087 -0.0837214 -0.0343086 -0.0735309 -0.0108592 -0.0362688 -0.0263648 0.0655951 0.0645743 -0.0364004 -0.0373508 -0.0180065 0.0317492 -0.00235055 -0.0409651 0.00548011 0.00425079 0.00608607 -0.0236392 0.00900533
internal_weight=412.833 408.826 406.088 283.398 273.177 122.69 73.105 60.8062 53.3447 41.5107 32.9038 7.25729 49.5852 18.5529 31.0323 22.3705 10.6182 11.8339 12.2988 3.13848 3.10189 19.5419 25.6465 14.0228 10.7926 268.458 265.433 260.172 35.0408 24.3283
internal_count=2900 2755 2664 1475 1441 1189 757 671 544 432 316 159 432 184 248 193 89 112 86 75 49 162 157 111 101 1405 1397 1316 245 135
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=7 17 9 6 18 16 3 10 18 7 16 4 0 4 6 18 3 6 7 10 0 9 5 18 17 6 19 5 18 7
split_gain=4.78037 2.89313 2.39628 4.91444 3.96993 4.54577 3.55402 3.93051 3.23099 5.57412 4.95787 4.54534 4.2972 4.29672 4.08671 5.80063 4.77325 3.40885 3.15638 3.07261 2.73919 6.21602 5.17397 3.51705 3.37979 2.47098 7.91614 10.8886 11.0505 6.35672
threshold=29.973557588500004 157.96759137085004 37.256168974800005 2.7550643716500001 16.433295803950003 5.4549872438500016 63.587411701350007 88.436830201100022 17.327266398450003 26.752366550650006 11.934972090850001 371.16724128940001 105.70748523110002 402.10236428955005 10.715250360100002 14.092183088000002 85.097765203100025 11.175261108200003 21.274149814850002 80.468240302450013 98.615332683000005 190.77452831370002 15.941372635650001 15.606027545000002 199.55131508320002 16.455384477450004 14.351157895250003 22.782602051550004 13.042786209850002 23.345877066950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 9 10 13 -10 14 -8 15 16 -12 -16 -5 -11 22 -22 -19 -23 -25 -24 27 28 -27 -29
right_child=-2 2 6 18 5 -7 7 -9 11 19 12 -13 -14 -15 17 -17 -18 20 -20 -21 21 23 25 24 -26 26 -28 29 -30 -31
leaf_value=-0.087384327414314414 -0.1064245253903386 0.079308274720740979 0.10452647912245699 0.054817351019489272 0.14416213520623533 -0.11521237569649544 -0.1147459006322088 -0.10841844076869532 0.078203474266379913 -0.13482412175764677 0.092338031680331722 -0.031049261765578789 0.10136188503030126 0.023445225191351653 0.090397670539571512 -0.12184283213838623 -0.063303690209855296 0.073986088615014323 -0.094644762446914138 -0.013648424271721887 0.087936813367647887 -0.12644552467459477 0.012125525293651216 0.034720722506330341 -0.083651567211900091 -0.0075056932997533844 0.014068374430963513 -0.033050345796101908 -0.21492334771771815 0.085252787002720834
leaf_weight=3.6920857094228259 4.2070161290466777 5.3384011797606963 3.4419139213860026 1.6405382826924313 0.88145010173320804 2.894719198346138 6.4428113326430303 3.1708743143826714 12.452356290072204 4.5488023553043586 3.621175676584242 5.4855869263410559 4.5946952421218148 3.4573582448065281 4.7511478811502448 6.1282710582017899 4.322472408413887 11.222374022006987 10.185016216710208 3.8752603232860565 3.4792238324880627 5.243416052311658 173.50771561451256 4.805334270000456 4.8430887758731842 4.3811962455511075 66.685299722477794 24.693795757368211 6.2082867547869682 5.5656146965920916
leaf_count=86 165 18 22 7 8 67 134 92 66 50 10 36 19 16 15 90 37 45 198 44 16 66 862 25 53 18 286 285 45 19
internal_value=-0.000381871 0.000729103 0.00154677 -0.0313792 0.0238019 -0.054668 0.00337596 0.00244379 0.00339307 0.00128558 0.0032539 0.044793 0.00532076 -0.0664865 0.00398135 -0.0487455 0.00764684 0.00633392 -0.0739101 -0.0790805 0.00504817 -0.0324065 0.00740248 -0.0605227 -0.024697 0.00474371 -0.00716693 -0.0418333 -0.129108 -0.0112908
internal_weight=405.767 401.56 397.868 20.9401 9.11457 3.77617 376.928 373.486 370.315 352.377 343.953 17.9379 334.053 9.90017 329.458 14.0719 7.94365 315.386 11.8256 8.42406 310.635 18.3711 292.264 14.8918 9.64842 281.042 107.534 40.8489 10.5895 30.2594
internal_count=2900 2735 2649 298 93 75 2351 2329 2237 2135 2041 102 1891 150 1872 137 47 1735 205 94 1720 160 1560 144 78 1515 653 367 63 304
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=13 6 13 17 16 15 5 13 9 5 8 9 5 12 7 7 18 16 5 18 18 0 18 0 4 15 6 5 3 10
split_gain=4.49554 2.59592 3.9586 4.59925 4.18814 5.23699 3.52742 3.02497 2.744 2.611 6.2854 8.36069 4.68364 4.14762 3.62408 3.14896 3.55845 5.09417 4.7602 4.33879 5.91298 4.12087 4.46018 11.17 4.52509 6.07524 5.77742 7.6297 8.38885 11.9702
threshold=73.376087754350024 22.585527707250005 119.04223755815001 161.95900874150001 22.724946859200003 51.067537391750008 29.040033326300005 117.75715457175001 58.059373288650008 25.763052016400003 5.9453602998000008 70.238863950400017 24.437854605800002 259.32276228630002 23.539316666200005 22.726915405250001 13.176060655350001 22.624947093000003 22.000536998450006 13.5308213324 13.326324856250002 86.001087134900004 13.849588037450003 88.028184565250015 165.01827963435002 27.576031546750006 16.015374196650004 18.725555412050003 86.302194445500007 71.225321249950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 8 5 7 -4 9 -2 12 11 13 15 -11 -14 -5 18 21 -17 20 -19 -18 -23 -24 25 -25 27 28 29 -26
right_child=1 -3 6 4 -6 -7 -8 -9 -10 10 -12 -13 14 -15 -16 16 17 19 -20 -21 -22 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.11446208651577205 0.022505311985059125 0.091836279069534552 -0.11690424979768482 0.022108781089025975 0.059413450434784437 -0.13038217273736505 -0.001462424765141879 -0.087333274429207491 -0.11858508938079232 0.097006441311152339 0.1222510204169428 -0.12142150248519384 -0.12925512654390878 -0.034604446145241649 -0.0023988724960332967 -0.0030305929002222669 -0.11177851393730119 0.057068971327957213 -0.14510530846516997 0.072955760509409662 -0.082832773245128097 0.029224907818600838 -0.15391431323343568 -0.010243268950668419 0.081748450454425067 -0.15446904456241739 0.05994087513387325 -0.058760826471892881 -0.15054286937842976 -0.0056831152524191228
leaf_weight=3.4243554063141337 1.9072126857936371 3.0948873311281195 5.4089018963277322 67.974813751876354 12.733847737312315 3.0057722814381114 5.1833456940948963 3.7374039683490983 4.9718841128051281 6.5578089430928248 6.1582039278000584 3.9941039849072686 4.8201747983694059 3.77168252132833 4.2268637120723724 5.7445842958986741 3.5515363551676264 6.7540616802871245 4.000571183860302 16.648599095642567 5.4659803956747055 35.511406553909183 5.2043704129755488 7.9779160153120738 18.445849345996976 4.6073435842990875 14.284044776111839 23.629614010453224 3.4523728359490624 103.64413578994572
leaf_count=145 19 8 57 390 43 41 31 29 125 26 22 90 73 21 24 24 27 22 28 57 29 128 34 49 63 31 52 181 35 996
internal_value=-0.000375655 0.000609724 -0.000108004 0.00156073 0.00304357 0.00106706 -0.0604125 0.00216408 -0.0794681 0.00310253 0.0377657 0.00144256 0.000989195 0.0489504 -0.0699867 0.00295349 -0.00207535 0.000243039 -0.061355 0.039742 -0.00550857 -0.00493279 -0.00318214 -0.00953164 -0.00526321 -0.063043 -0.000814467 -0.00663213 0.00317955 0.0075264
internal_weight=399.894 396.469 393.374 382.782 375.903 363.169 10.5922 360.163 6.8791 356.426 20.4818 14.3236 335.944 10.3295 9.04704 326.897 258.922 249.177 9.74516 28.8686 12.22 220.309 216.757 181.246 176.041 12.5853 163.456 149.172 125.542 122.09
internal_count=2900 2755 2747 2659 2515 2472 88 2431 144 2402 159 137 2243 47 97 2146 1756 1704 52 108 51 1596 1569 1441 1407 80 1327 1275 1094 1059
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=7 19 3 13 6 13 18 8 5 2 3 3 16 6 15 2 13 8 7 18 16 19 4 18 7 7 18 17 18 18
split_gain=4.09339 2.3996 2.84173 2.55873 4.85631 3.65216 5.92771 2.31955 6.54747 6.49242 6.16153 3.78727 3.13875 4.89829 3.03353 4.86145 5.06772 3.52115 2.53539 6.53252 5.38391 6.12644 4.86246 6.81275 5.64739 4.02287 7.8974 5.51579 6.5145 4.44036
threshold=29.973557588500004 9.4507625164000029 85.898925725950008 81.98184222990001 5.0951190466500007 92.504467352450021 16.118666550000004 8.8430989333000021 30.133297129900004 56.184788788300004 93.017962855400015 93.491131486350014 22.724946859200003 17.495408777450006 46.574831689400007 248.59864686230003 117.61735474900001 8.7431769115000026 19.152455927400002 12.903279561150002 22.634947069650003 14.051133688400002 331.95656290250002 11.639306137250001 17.605734992150001 22.806258769100005 13.176060655350001 188.16174763880002 14.732667293750003 13.042786209850002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 12 9 -9 -11 -12 13 14 17 -16 -17 18 22 20 21 -20 23 24 -6 27 -27 28 29 -21
right_child=-2 3 -4 4 7 -7 -8 8 -10 10 11 -13 -14 -15 15 16 -18 -19 19 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.11854685154769247 -0.10575755398460703 0.064515926875285276 0.09128640951804548 0.05249711786008994 0.093136877210560354 -0.11359186483396061 -0.095337981592604731 0.052242775113855749 0.080357347236587634 -0.011018800475208135 -0.24983259402954716 -0.098137575118246695 0.053918241315459539 -0.11528146550946286 -0.13182052787223728 -0.087619680307238115 0.071740017196481237 0.064006539974889545 -0.098321154533195232 0.029155233848306261 -0.18697595383465115 0.079764360384292674 -0.070690909953515055 0.12421705077608765 -0.14434404504841175 -0.14550707645343694 0.0014046169597470735 0.062383422164807828 0.11267118481419901 -0.048632159865036884
leaf_weight=3.2046133615076533 3.6493181977421036 6.3267385084182015 0.80817449465394009 5.7637699656188506 1.8626053649932135 6.1258963830769053 5.1229929178953171 4.8928311020135942 4.7689188569784156 7.4572167135775116 2.1385163068771345 7.1437006797641516 12.661754466593264 3.4541029576212159 4.1843807362020007 3.5897724032402021 4.4932944513857365 10.250994723290203 5.077373253181575 12.838613552972676 3.0086787417531005 3.1180553585290909 2.966831697151064 8.2180099636316282 2.1656321696937084 3.7247778475284568 207.43392032571137 26.407333312556148 4.586199587211012 17.129135446622968
leaf_count=97 165 63 5 46 14 145 103 16 14 37 16 75 45 102 60 34 17 36 88 67 19 10 19 26 35 27 1246 106 13 154
internal_value=-0.000338815 0.000645278 -0.0762865 0.00144316 0.000394659 -0.0518253 -0.0170698 0.00283819 -0.0257062 -0.0490883 -0.0787067 -0.133086 0.00507327 0.00316743 0.00444177 -0.0443265 0.000966751 0.00637922 0.00440045 0.002265 -0.0725675 -0.0305662 0.0441705 0.0719974 -0.0345359 0.0053461 -0.00118686 0.0279751 0.00167907 -0.0153069
internal_weight=394.574 390.925 4.01279 386.912 380.585 17.0127 10.8868 363.573 26.4012 21.6323 16.7394 9.28222 337.171 324.51 321.056 12.2674 8.08307 308.788 298.537 283.324 11.2041 8.19543 15.2131 12.2462 4.02824 272.12 211.159 60.9613 34.5539 29.9677
internal_count=2900 2735 102 2633 2570 294 149 2276 158 144 128 91 2118 2073 1971 111 51 1860 1824 1730 117 98 94 75 49 1613 1273 340 234 221
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=19 10 7 3 10 7 3 5 9 2 3 2 0 13 6 6 17 10 0 16 16 19 17 15 5 5 19 5 17 17
split_gain=3.69179 2.25091 2.34464 2.29177 4.87551 4.18649 3.87444 7.11866 3.91588 5.81213 3.64395 3.42769 3.41483 5.95154 3.50476 6.54103 4.32424 4.96267 5.48035 5.71126 4.88956 11.4104 4.75231 4.49491 5.35196 4.31635 4.24062 4.62417 4.19464 5.61337
threshold=8.9507221716000007 54.884872733100003 17.938678131200003 103.44111502715002 55.94143677835001 19.771475517600006 94.92945658615001 30.133297129900004 186.67271206880002 122.26439358135001 94.319176590550015 225.03577181225003 85.678472159250006 117.59047016770002 13.665319288000001 13.775321858200002 175.17291212335002 70.284360904350009 96.055920542800024 18.324957148300005 19.214955067100004 13.751109481500002 184.59783591905003 29.049007317550004 18.152162791050003 20.950952025950006 12.651020723000002 16.579584939650001 186.34046889365004 187.98346801990002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 11 -4 10 8 9 -8 12 -5 13 -7 25 -16 -17 20 23 26 -18 -22 -23 24 -19 -14 27 -20 -24 -30
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12 -13 14 -15 15 16 17 18 19 -21 21 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.1137792312603087 -0.10485156061821398 0.087443447756970161 0.065469195426659174 0.053932585516201087 -0.12568751665128908 -0.15504541658281934 0.06244108573734778 0.06500013145830813 -0.14854260815030576 -0.15995581922995417 0.069809063763141596 -0.083572850151164613 -0.0080605419754074033 -0.0067984006576399473 0.091692177327553429 0.077726546778664071 0.071797402425189255 -0.090909991775300458 0.050207621491976044 0.095285581250140347 -0.1421547452651912 -0.069846422894429133 0.084799428924827017 -0.12445654627799539 0.068979989017275742 -0.10978222189927106 -0.10785958854408839 -0.074555163576155464 -0.079634124593210009 0.015828968239220285
leaf_weight=2.8468098472803822 2.0168177699670187 3.1172748692333689 10.040915764868258 5.1056491080671531 4.4529013819992542 3.7907389588654032 2.9240634422749263 3.9054982755333176 5.7769563272595406 1.9646512279286978 7.7775694765150538 2.8109127674251795 102.63999278284609 9.481574919074772 9.361025504767893 8.12861445173621 12.271542040631173 4.7767938338220137 8.229909531772142 5.2265087962150565 5.014777995645999 6.8664346784353247 8.1896751895546895 8.2456107176840288 3.7268050592392683 4.3481877595186225 4.4715951383113852 4.6487962678074828 6.4899831339716902 120.99847992509604
leaf_count=130 91 18 44 35 84 50 25 14 69 38 29 22 1127 54 33 30 46 39 29 18 36 37 25 115 16 48 41 27 37 493
internal_value=-0.000318083 0.000516979 0.00106926 0.000363797 -0.0419767 0.00178198 1.96931e-06 -0.0505067 -0.0928024 -0.0269346 0.00213717 0.00510889 0.00057495 -0.0491396 0.00261375 0.00992671 0.00623418 0.00331621 -0.0285075 0.00364617 0.0111464 0.0061024 0.0113181 -0.0718484 -0.0208363 -0.0121947 -0.0239588 0.00517229 0.0154257 0.0109693
internal_weight=389.647 386.8 384.783 381.666 12.3695 369.297 359.256 14.5712 10.6657 4.88871 344.685 7.91656 336.907 13.2723 323.635 216.647 207.286 199.157 39.326 22.5768 159.831 147.559 142.545 16.7492 8.5036 106.988 17.3503 12.8787 135.678 127.488
internal_count=2900 2770 2679 2661 141 2520 2476 146 132 63 2330 57 2301 104 2197 1022 989 959 285 115 674 628 592 170 55 1175 97 56 555 530
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=7 19 6 2 4 19 9 5 16 5 15 17 13 16 16 13 13 16 18 7 0 16 15 15 12 17 17 18 6 0
split_gain=3.55134 2.22876 2.4534 4.4644 7.48502 5.87028 5.0545 5.72355 4.87591 3.76331 3.61956 4.25321 2.9786 10.4634 8.52369 5.88305 5.85 5.73645 5.42053 4.34858 4.19853 3.77797 6.79245 4.49972 5.6282 4.53789 5.1691 4.39017 4.18469 8.51397
threshold=29.973557588500004 14.651182102100002 16.505385645700006 114.43237721760001 191.71186625420003 14.351157895250003 71.82068887245002 21.269675393700002 23.054946087500003 21.746930049350002 46.074827201850006 166.83257850275001 112.82921081865001 19.974953289850003 20.674951653000004 113.96105169155001 109.72404167800001 19.214955067100004 14.643918747750002 25.027970878050002 93.262612545250008 18.684956306450005 29.049007317550004 27.992471162000005 207.71672397260002 239.21206428850002 208.12573104970002 14.025183600500002 14.775345223550003 96.249489528150022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 5 6 -4 -8 9 -5 11 -11 13 16 -14 -16 17 21 -17 -15 -18 22 23 24 25 26 -1 -24 29 -23
right_child=-2 -3 3 8 -6 -7 7 -9 -10 10 -12 -13 14 19 15 18 20 -19 -20 -21 -22 28 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019829023041005985 -0.10518470662595794 0.038061258054922331 0.12970193753134651 -0.14047137471203214 0.13950498173758777 0.02365405036672999 -0.004270488671941272 -0.20342210498973287 0.072577564242779419 -0.12834721657547743 -0.14729682565404617 -0.013643414072051966 0.095330300977518878 -0.18391105432838079 -0.10913152291740302 0.0052130799438623449 0.0013542065994396023 -0.1053672834708779 0.10698734809028994 -0.026142413152891154 0.10581527830060447 -0.054995967580708474 0.056391414913230221 0.086321300435043491 0.016907005777994429 0.13164867206253014 -0.11454806864037102 -0.10993943556561588 0.11873347665893848 0.10434145288747872
leaf_weight=60.096875128336251 3.2016838369891039 15.227123517543076 0.93406331166625634 4.1683404445648184 3.9744188711047164 16.298604242503643 2.4717265069484711 3.467711316421628 3.4955100566148749 3.7180346390232506 2.8247079178690901 24.762911562807858 12.121496975421904 4.4344787076115599 4.2249388918280593 82.526786390691996 6.9874807465821496 5.5306946299970141 5.5874924361705771 2.8827877938747406 8.5623587593436223 7.9821473583579081 1.9102342277765263 5.6506371051073065 62.305601409636438 1.8081865552812804 6.372506406158208 9.3734976518899185 5.0034178122878066 5.783100962638855
leaf_count=655 165 61 7 25 9 61 12 76 13 92 36 181 43 32 24 387 36 39 16 14 23 64 12 24 529 8 98 129 13 16
internal_value=-0.000305944 0.000576577 -0.000986098 -0.018419 0.0127149 -0.00903184 -0.0865374 -0.120544 -0.0401072 -0.0512108 -0.0393258 -0.0286174 0.00286687 -0.00444244 0.0164893 0.00613971 0.000138984 -0.00517673 0.0116668 -0.121755 0.0588746 -0.00184438 -0.00722084 -0.00104529 -0.00482584 -0.0246578 -0.0289099 -0.0817811 0.0404133 0.0119454
internal_weight=383.69 380.488 365.261 66.116 27.1465 23.1721 6.8735 5.93944 38.9695 35.474 31.3057 28.4809 299.145 194.684 104.461 92.3392 187.367 171.817 88.1143 7.31727 15.5498 166.286 147.518 136.234 130.583 68.2776 66.4694 11.2837 18.7687 13.7652
internal_count=2900 2735 2674 512 165 156 95 88 347 334 309 273 2162 1692 470 427 1646 1587 403 46 59 1548 1455 1314 1290 761 753 141 93 80
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=7 19 7 13 6 13 19 7 8 8 6 16 0 0 3 2 5 14 7 17 6 6 19 18 7 7 13 18 9 9
split_gain=3.19788 1.9033 2.51957 2.08081 3.98873 3.41194 5.43425 3.73167 2.09533 5.79947 5.23855 2.56454 3.36435 10.4071 7.28349 6.53435 6.84771 4.51397 5.7235 8.16562 5.82503 5.55369 5.12216 4.41595 4.26277 4.10736 4.33395 4.43013 3.74137 5.26286
threshold=29.973557588500004 9.4507625164000029 21.061418062900003 81.98184222990001 5.0951190466500007 92.504467352450021 11.450923895500003 26.709562027450005 8.8430989333000021 9.3427090425500019 16.635388683200002 22.724946859200003 86.001087134900004 85.807518149550006 93.883646373400012 86.011634045550025 23.442459712300003 384.93581166080008 19.617375644250004 187.45953903175004 17.495408777450006 16.545386580300001 14.351157895250003 11.639306137250001 17.605734992150001 22.862300195000003 95.870416931800023 17.108018746400003 186.14781787895004 200.63976601170003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -8 11 10 -10 12 13 14 -6 -15 -17 18 20 22 23 28 -20 24 -16 -14 -27 -28 -21 -30
right_child=-2 3 -4 4 8 -7 7 -9 9 -11 -12 -13 25 15 17 16 -18 -19 19 21 -22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.084695336998651824 -0.10470593281475103 0.058037770528180002 -0.11691044729196348 -0.11500922026204374 0.070930683522841043 -0.11212054302372508 0.090083853900117181 -0.063449975976559686 -0.029738370898755136 0.015433663063759404 -0.17818612435446934 0.050142986920953793 0.035179386936569211 0.017168664225409407 0.07581229641870528 -0.26766344470279674 -0.069380040560533207 -0.13776434992854145 -0.0921726578811701 0.034479096054473683 -0.11223189128361788 0.090704604677719736 -0.32320115064569493 0.092069651114492765 -0.13874627090074176 -0.06037712390888577 0.0010226347564368491 0.057346473031303274 -0.16643501287656126 0.032297147653267765
leaf_weight=0.79748467914760057 2.9095757072791448 6.3391692060977212 2.7837672149762511 3.5927696730941552 11.284797724336384 5.5243841707706443 4.5290110595524311 2.4337261747568846 6.6785839349031466 14.450546743348239 3.6909535713493824 11.926393724977968 45.732090236619115 2.7707481011748296 1.7915968503803044 3.3424630537629128 3.6367310229688883 3.0017441883683196 6.8783368077129152 3.8350164089351875 2.3264158768579355 4.7108165463432661 1.1152751166373489 10.370019874535499 1.9165151277557013 10.554420178756116 178.67289663106203 15.148690249770878 3.6139591950923204 2.1108925491571426
leaf_count=13 165 63 89 85 38 145 26 38 39 85 34 45 249 10 14 25 33 41 134 22 89 14 12 45 35 187 1002 71 42 10
internal_value=-0.00027228 0.000536799 -0.0720162 0.00123531 0.000250512 -0.0484473 -0.015123 0.0364183 0.00249063 -0.0255141 -0.0825772 0.00463105 0.00289585 -0.017816 -0.000335354 -0.11276 -0.164342 -0.0196349 -0.0104649 -0.0434887 0.0343552 0.00183643 -0.124406 0.0585788 -0.035081 0.00808859 0.00202663 0.00542479 -0.0419551 -0.0931576
internal_weight=378.47 375.56 3.58125 371.979 365.64 16.0799 10.5555 6.96274 349.56 24.8201 10.3695 324.74 312.813 62.7053 52.9554 9.74994 6.97919 41.6706 38.6688 22.2643 16.4045 14.2707 7.99361 14.0781 3.70811 250.108 204.376 193.822 9.55987 5.72485
internal_count=2900 2735 102 2633 2570 294 149 64 2276 158 73 2118 2073 564 496 68 58 458 417 234 183 88 146 94 49 1509 1260 1073 74 52
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=7 19 2 12 5 8 8 17 0 8 2 7 17 19 12 12 18 8 13 6 7 18 4 9 8 16 6 10 3 16
split_gain=2.87927 1.82469 2.38868 4.12876 3.94747 5.31483 3.48623 4.76701 4.48813 3.54083 3.40037 4.24245 3.18352 3.23154 3.87718 3.21337 3.15078 5.18199 3.75485 2.81651 2.76758 4.8213 5.29454 4.06244 3.4351 3.98904 5.06014 3.23663 3.10914 3.03418
threshold=29.973557588500004 14.651182102100002 50.734033752200013 88.918697887850016 19.500380888400006 8.3434888241000014 8.8430989333000021 182.28951942140003 87.568458224950021 8.7431769115000026 83.677637406800017 22.426784932800004 166.83257850275001 13.451085274650001 254.30002952885002 114.86856072930001 13.650870338750002 8.1436447804000007 109.72404167800001 14.215332138950002 19.041006859700005 12.960276960650001 193.80606919430002 186.98623176200002 8.6432548896500023 22.764946765650006 16.555386813950005 61.614083433650009 108.3367972827 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 2 -1 4 5 -4 9 -8 -9 10 11 -5 13 14 -12 -14 -13 -18 19 -19 28 23 -23 27 25 26 29 -22 -17 -24
right_child=-2 -3 3 6 -6 -7 7 8 -10 -11 12 16 15 -15 -16 20 17 18 -20 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.051272862406870269 -0.1042708901859645 0.034859736400825229 -0.091425606388572944 -0.060682351848789222 -0.15034493564336379 0.057097121424165058 0.026829059344235941 -0.1560252961001892 -0.020492342390525428 0.06060835239502263 -0.120101773854458 0.099570230477500798 -0.056862517149331618 0.032902991266185996 0.020106412429643339 0.10180073334092887 0.087264413030835097 -0.0054941062112488868 0.030960136038874039 -0.15935682311041885 -0.12514495330029932 0.062851556225685917 -0.0035200121428868567 -0.19356186033640027 -0.061728655277151781 0.11625956196562313 -0.11031759744881726 0.0198244293075624 -0.018223982201959737 0.030888491435373418
leaf_weight=8.5459187850356084 2.643118097446858 14.814462859183548 5.3832034012302739 4.2862162850797203 3.3817955609410992 4.3614121414721012 5.6189272608607999 4.923125406727193 4.8505952730774879 10.038194343447683 6.9934431146830303 7.8831259235739735 9.8646673867478949 3.381585279479622 2.7469844091683626 5.5882641505449993 7.7121302234008935 2.2616091072559339 6.3506987541913986 2.5102189444005489 2.471564772538839 13.477694654837249 177.72850379906595 2.137376538477838 9.1388824060559255 2.9547887891530982 4.1319262571632853 4.0863107647746801 3.5162323992699385 29.945775997824967
leaf_count=34 165 61 49 26 36 18 39 45 27 40 187 22 81 46 33 26 41 17 24 23 53 50 1438 20 55 8 37 24 32 143
internal_value=-0.000268873 0.000471898 -0.000958016 -0.00224168 -0.0572567 -0.0249511 -8.34221e-05 -0.0465665 -0.0887617 0.00215807 0.00026028 0.0316731 -0.00324098 -0.0513205 -0.0805604 -0.0008606 0.0464893 0.0242726 -0.0194045 -0.0864335 0.00130433 -0.000698878 0.00198011 -0.0738345 -0.00168405 0.000871069 -0.000738651 -0.0348124 0.0554462 0.00144155
internal_weight=373.729 371.086 356.271 347.725 13.1264 9.74462 334.599 15.3926 9.77372 319.206 309.168 31.004 278.164 13.122 9.74043 265.042 26.7178 18.8347 11.1225 4.77183 255.177 246.073 237.378 8.69525 223.9 214.761 211.806 6.55788 9.1045 207.674
internal_count=2900 2735 2674 2640 103 67 2537 111 72 2426 2386 153 2233 266 220 1967 127 105 64 40 1886 1828 1731 97 1681 1626 1618 77 58 1581
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=19 0 15 15 15 16 17 15 15 4 13 18 13 16 10 4 15 0 7 16 7 19 7 9 2 3 14 16 19 12
split_gain=2.41328 2.38463 1.79109 1.95291 3.33442 1.98402 4.53169 4.1847 3.74088 3.39669 3.12771 7.52406 4.15395 5.15189 3.71003 5.51343 3.52376 3.41093 5.55182 3.99266 3.75102 7.16819 5.66026 3.70474 3.23615 5.52818 2.72823 2.53501 5.46292 3.59765
threshold=9.4507625164000029 95.141844778450022 51.067537391750008 49.670466410250008 47.90801194005001 22.624947093000003 188.07781354100004 42.670190152050004 45.49682449725001 168.72122291465004 117.38883580790001 13.809421053700001 115.63864956495001 21.879948835150003 62.837331883000012 376.98468903265001 42.133814420300006 86.103248543850015 22.557405306150006 21.084950694200003 22.862300195000003 14.451165964200003 23.633329316050006 199.02473417820002 325.75432260090003 70.523633677900008 414.62864134155001 11.934972090850001 10.550851274900003 176.04981466085005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 9 -8 -7 12 17 13 16 15 -14 24 18 19 -12 -19 22 -22 -20 26 -26 27 28 29 -2
right_child=2 -3 -4 -5 -6 6 8 -9 -10 -11 11 -13 14 -15 -16 -17 -18 20 23 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.084565039342292314 -0.10780295280555084 -0.11186523524012781 -0.072450737940866095 0.072820061140941819 -0.10135767695114657 -0.0082081336102260965 0.04398877167782074 0.042867916075266355 -0.049532956867155697 -0.10309695305399376 -0.11033328082022893 -0.15181533967253968 0.047230832688519644 -0.13462606111061612 0.10897421919452077 -0.10084794414585006 -0.10786840256282726 0.06405813464454653 -0.18285402657103603 0.044258768899559438 -0.13767359915324459 0.064515317154204832 0.018883362520158639 -0.031008255577245566 0.048241481811993621 -0.10196037212577583 0.077678932205755835 0.0058822512304742636 -0.09990907874566779 0.042018151340199858
leaf_weight=0.7556828074157228 1.98600210528821 3.3926498545333743 3.3239752668887368 3.7771461121737948 3.1830426836386314 8.6287242248654383 41.875444922596216 7.1678165923804036 4.7636451274156562 6.7030279897153369 2.2798526026308519 4.3394417166709891 12.675977852195503 2.887089528143405 6.2291202098131171 3.1365870330482712 2.9957457780838004 8.4300871193408984 3.8326578941196194 6.252277534455061 5.6045956909656507 6.2681073844432822 3.9277986362576485 2.7666055932641029 3.6890229536220414 7.2978373393416405 4.9292164016515008 181.4838692182675 7.3180058645084491 8.3061262127011997
leaf_count=5 65 178 44 22 33 39 163 32 32 41 59 27 79 18 16 25 28 27 33 23 33 18 14 17 32 97 39 1361 205 95
internal_value=-0.000238639 -0.0760824 0.000620855 0.00129046 0.000537785 0.00144942 0.0166546 -0.0202056 0.0344366 -0.0496934 -0.00221817 -0.026847 0.00221232 -0.00191832 0.0436079 0.0178579 -0.000160852 -0.01307 -0.0503212 0.00295055 0.0101925 -0.0185466 -0.0731647 -0.119196 0.00133984 -0.0515276 0.00418681 0.00236727 -0.0338569 0.0131082
internal_weight=370.207 4.14833 366.059 362.735 358.958 355.775 69.1387 22.4996 46.6391 15.3318 286.636 43.7014 242.935 220.893 22.0417 15.8126 218.006 39.362 15.1314 8.53213 24.2306 15.8005 9.53239 6.59926 215.01 10.9869 204.023 199.094 17.6101 10.2921
internal_count=2900 183 2717 2673 2651 2618 307 112 195 80 2311 251 2060 1940 120 104 1922 224 132 82 92 65 47 50 1894 129 1765 1726 365 160
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=19 8 6 15 15 6 6 18 7 16 19 5 0 9 7 15 12 6 5 10 16 7 15 10 9 7 2 19 15 3
split_gain=2.56501 1.63645 1.65734 2.27743 2.05635 3.57241 4.9212 2.10431 1.97719 1.91267 4.19633 2.52499 4.25818 5.9487 3.9065 3.5362 3.38849 3.37503 3.58626 3.29745 3.10339 4.44211 2.56924 2.5106 2.50904 1.90987 1.7909 1.76929 3.86078 1.69754
threshold=8.9507221716000007 0.84933718570000016 1.9700460298000002 10.643873581000001 12.389956812050002 5.0951190466500007 2.7550643716500001 17.454031341500002 21.403954852200005 11.934972090850001 10.650859343850001 13.264960807550002 98.615332683000005 186.98623176200002 25.823591744850003 21.073645951400003 120.99131110445002 10.715250360100002 16.222050829800004 75.645146416450004 17.614958808600004 24.472706336050003 24.673905035600004 75.465019721650009 205.70977008025002 20.562096111400006 315.70263843430001 12.050972309250001 19.736263398050003 81.70761950055001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -5 -4 10 25 15 17 -14 -15 27 -16 -13 29 23 21 -17 24 -20 -18 -7 -27 -11 -29 -19
right_child=1 2 3 4 5 9 -8 -9 -10 11 -12 12 13 14 16 20 22 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.11181572198635102 -0.075677445403718527 0.087039167210940085 0.060266786783460619 -0.030851205131611065 0.041098690059683196 0.11620529221038406 -0.097168365256305012 0.086228466282149141 -0.11485762676703411 0.094468955302001278 -0.11641892679038995 -0.089523435488225681 0.076873735272770305 -0.1272915167998577 0.086324596824681965 0.027216101839577896 0.0086445239295364629 0.019508398041481162 0.0030198409278726561 -0.097936164286802629 0.042378745567539157 -0.13047043469967057 0.0035125702132321954 0.079908984816854711 -0.12789118493284177 -0.065281398129387991 0.070353974590931734 -0.038614292801553825 0.11467290296328791 0.097395993319322735
leaf_weight=2.0480529572814694 2.8049406036734572 2.2250436721369615 0.82426263671368305 2.1450110822916022 3.7580846790224305 1.4035693854093532 8.1709214020520431 5.3992698919028044 2.9593495819717646 8.6335394997149724 4.243266761302948 3.7930509038269511 3.6751011274755028 6.2252205684781101 2.0633037760853759 3.5943084210157377 1.831230640411375 5.2809382118284685 250.2763056056574 3.1928161904215804 7.0425113178789616 3.5519006084650755 4.8039196617901325 4.3199675232172003 5.0784348882734776 2.8022941201925278 1.4916559495031831 3.8926962418481699 2.8432067185640335 5.9520847573876381
leaf_count=130 80 26 9 29 27 5 229 46 85 38 119 35 15 88 12 25 12 28 1521 22 30 44 39 14 53 65 6 35 11 22
internal_value=-0.000217691 0.000409738 0.00100016 0.000467263 0.00128871 0.000168708 -0.0536091 0.05294 -0.0767066 0.00207803 -0.0411324 0.00339545 0.000616891 -0.0400625 -0.0615478 0.0312666 -0.0318409 0.00414739 0.0054681 0.00305795 -0.00473208 -0.0511593 -0.0526553 0.00432449 -0.0917059 0.0149378 -0.0181636 0.0644998 0.0260878 0.060779
internal_weight=366.326 364.278 361.473 359.248 355.465 347.92 11.929 7.54428 3.78361 335.991 9.94079 326.051 296.492 23.6772 20.0021 29.5582 13.7769 272.815 269.022 257.789 14.1887 7.14621 11.7136 254.596 6.90967 5.69752 4.29395 15.3694 6.7359 11.233
internal_count=2900 2770 2690 2664 2570 2495 256 75 94 2239 195 2044 1861 219 204 183 116 1642 1607 1557 99 69 104 1535 65 76 71 84 46 50
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=19 16 6 8 2 9 17 5 16 6 3 15 2 2 8 2 7 18 17 18 7 0 5 16 10 10 5 13 5 15
split_gain=1.96728 1.98741 1.59231 2.72535 3.26485 3.44895 2.7294 2.45014 2.0709 2.45487 2.27161 1.88341 4.05041 4.85299 2.43555 1.62882 1.4901 5.38883 3.67581 4.56596 3.19267 7.39932 3.76808 2.74237 5.11756 4.01935 4.70852 4.44626 2.68941 7.1855
threshold=9.8507947922000021 8.3799804039500021 22.585527707250005 8.8430989333000021 56.184788788300004 226.28914430085004 196.65693750130004 22.443872254700004 22.724946859200003 17.275403637050001 94.383699585650007 46.574831689400007 248.59864686230003 285.16564649850005 8.7431769115000026 112.15964652650003 22.806258769100005 13.176060655350001 188.16174763880002 14.732667293750003 19.874819532250005 85.678472159250006 23.151456684850004 8.5099800999500008 87.33187390945001 86.858705278550005 10.399809962700003 87.122174175350011 20.361635946650004 36.508287084250007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 8 -5 6 7 -6 9 11 -10 14 -13 -14 16 -9 18 -18 19 20 -2 -22 28 -19 25 26 27 -25 -23 -30
right_child=2 -3 -4 4 5 -7 -8 15 10 -11 -12 12 13 -15 -16 -17 17 23 -20 -21 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.11138957845837257 0.023411821147400178 0.011448526813087244 0.077285863119324172 0.051282833461525658 -0.21022717588327647 0.024386545727156959 -0.019831597231433226 -0.039585693600234222 0.088386742925278733 -0.08444117114549006 -0.0013930331234560129 -0.12948612411279181 0.099566806983348133 -0.063860522894272534 0.053725961258635893 -0.14302264384938082 -0.12248081217938377 0.076348000880072098 0.044783021954782072 0.098994604312529794 -0.13602724998141313 0.012479183900609918 0.094093478844602466 0.05005798133489256 -0.082005081840575297 0.10618794120845042 0.0021902657359417275 -0.11525158254751496 -0.16783062940443341 -0.0009632374295047056
leaf_weight=3.1514191618189207 18.693471310660243 2.2628478985279799 2.693117067217826 3.6732425391674068 1.9775057025253788 4.4038859717547885 5.0512765422463408 3.6641886606812477 5.7579257264733297 3.3397470805793992 5.5200236961245537 3.4079801356419903 3.0382347628474236 4.5205234382301569 9.2518240585923177 2.6044671554118395 3.6908302418887606 4.5323206847533575 25.332937037572265 4.199929527938365 5.3425693260505787 11.929589162580674 3.2316808179020873 2.178105019964276 7.7522860532626501 3.5545186214148989 189.18796194065362 6.4309663763269782 3.8113393504172546 7.9911952093243599
leaf_count=182 138 44 8 13 19 23 26 34 20 123 25 60 12 39 36 35 29 49 134 15 102 96 11 24 219 19 1122 163 49 31
internal_value=-0.00022408 -0.0600504 0.000683848 0.000101201 -0.0345119 -0.0523154 -0.0777178 -0.113177 0.00232498 0.000847106 0.0444438 0.00174261 -0.038978 0.00182892 0.00319672 -0.0825611 0.00162723 -0.00267835 0.0132463 -0.00122685 -0.00948027 -0.0285126 -0.00720986 -0.000608613 -0.00227665 0.000792998 -0.00110101 -0.0734281 -0.0210047 -0.054849
internal_weight=362.178 5.41427 356.764 354.071 21.3746 17.7013 13.2974 8.24616 332.696 321.418 11.2779 318.078 10.9667 7.55876 307.112 6.26866 297.86 217.327 80.5327 55.1998 50.9998 32.3064 26.9638 213.636 209.104 201.352 197.797 8.60907 23.7321 11.8025
internal_count=2900 226 2674 2666 150 137 114 88 2516 2471 45 2348 111 51 2237 69 2201 1625 576 442 427 289 187 1596 1547 1328 1309 187 176 80
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=8 14 5 15 7 18 7 16 7 16 13 6 5 10 16 7 16 9 3 7 16 10 3 18 18 16 16 9 16 19
split_gain=1.82175 1.89344 1.75516 3.18444 2.67641 1.57511 4.00951 3.51195 4.70326 2.83942 3.64729 3.49957 3.90792 2.4751 2.83497 2.37421 2.19944 3.08398 2.08658 1.85856 2.10664 2.24756 1.8449 1.91943 4.24251 3.72009 9.6537 5.59189 3.39416 3.97029
threshold=0.84933718570000016 207.15321654105003 1.6103415277500004 10.643873581000001 20.234873028950002 17.327266398450003 26.752366550650006 17.654958715000003 27.952168727600004 11.934972090850001 87.122174175350011 5.1551204485500008 2.7861270712500006 80.468240302450013 14.184966829400002 20.562096111400006 9.6249774926000011 206.36238950785003 73.962171626800014 29.145624000550004 13.894967507500002 87.716323422150012 77.225959797100018 15.042884401850001 14.935824884600002 18.714956236300004 15.919962772200003 192.53043113735001 15.164964537700001 12.250988447150002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 16 15 -11 12 -12 -8 -15 -5 -7 -18 -13 -10 21 -21 -20 24 -24 26 28 -28 29 -25
right_child=2 -3 3 5 -6 7 13 -9 19 10 11 18 -14 14 -16 -17 17 -19 22 20 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.11580135268020751 0.095252518476042672 -0.10900158856290099 0.11415457777722371 0.039070099191487857 -0.11325721968263831 0.099446323718096558 -0.12439362879059533 0.12380586562541768 -0.11854012893022894 0.12704013064604303 0.076208188989325507 0.087141804383023061 -0.11140357444411425 -0.086708237929433912 0.06053345445098135 -0.091241031183216914 0.055079331126857659 -0.084931209259070536 -0.065833399862281289 0.18476362517743183 -0.12307574613899999 -0.023559695928053501 0.0013564543726560269 0.034641534983076372 -0.1024265649451267 0.064979973335458158 0.072448721051766071 -0.10926421506958886 0.08089712149273498 -0.08764235799327999
leaf_weight=0.43692301865667049 1.9416858870536078 2.6295937737450004 0.5958472304046144 1.8509257612749923 3.9368328568525612 4.8015696611255461 4.033183108083902 3.1986092031002036 2.8881156742572776 2.3389406763017169 1.4178563430905331 2.9368060640990725 5.1177386492490768 2.9020108180120587 2.3801023662090302 5.7156719025224447 5.1915096938610077 2.2572520235553384 3.9064464606344691 0.76141720637679178 1.1232217270880935 1.6192153575830159 239.13121540471911 11.93237976357341 4.0048271343111983 13.959543157368897 2.094825714826583 8.8398682214319688 10.654637001454828 3.4150032866746178
leaf_count=2 22 140 2 20 151 27 50 8 64 8 5 13 158 59 15 143 49 27 39 2 16 48 1463 67 42 57 8 126 42 27
internal_value=-0.000225616 -0.0769712 0.000437417 -8.41077e-05 -0.0833626 0.000999118 -0.000739389 0.0269986 0.0103886 0.00115893 0.0026374 0.00169088 -0.0707024 -0.0654037 -0.0203616 -0.0593646 0.0466708 0.0126509 0.0032634 -0.0591469 -0.0101909 0.0430701 0.0024366 0.00334362 -0.000353013 0.0210028 0.00438243 -0.0744524 0.037535 0.00743169
internal_weight=358.014 3.06652 354.947 353.006 4.53268 348.473 326.632 21.8409 18.6423 317.317 309.75 307.411 6.53559 9.3153 5.28211 7.5666 12.2503 7.44876 300.876 6.39197 3.50385 2.38063 297.939 294.032 243.136 50.8963 36.9367 10.9347 26.002 15.3474
internal_count=2900 142 2758 2736 153 2583 2342 241 233 2218 2055 2047 163 124 74 163 103 76 1884 130 66 50 1871 1832 1505 327 270 134 136 94
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=9 18 19 15 15 15 0 15 6 17 7 6 7 19 16 18 6 17 13 16 13 0 9 2 12 16 0 4 13 13
split_gain=1.65097 1.75628 2.76596 1.39214 1.63354 2.68997 1.59595 1.4342 5.16077 12.6813 3.97023 3.45327 5.37771 4.78533 6.09665 5.55118 4.54206 3.52489 3.45736 8.31728 4.6769 4.6155 4.40612 4.25506 5.81261 3.99949 3.63999 3.33446 2.98258 4.43775
threshold=28.686210334850006 16.433295803950003 11.850956171350001 51.067537391750008 49.670466410250008 47.90801194005001 85.447264760050004 42.80317728375001 16.405383309150004 203.93111730270002 23.147601011700004 16.455384477450004 23.282607548150004 14.351157895250003 22.674946976100003 13.064341268650002 16.565387047600002 171.14418113535001 112.82921081865001 19.974953289850003 109.72404167800001 86.135510041400025 186.67271206880002 222.38716625935004 337.27321795065006 19.214955067100004 93.442739239950015 270.61361078405008 109.34496908160001 107.97116697695002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 11 9 10 -9 18 13 14 15 17 -14 -13 19 20 25 22 -20 -23 -25 28 -22 -21 29 -2
right_child=3 -3 -4 6 -6 -7 -8 8 -10 -11 -12 12 16 -15 -16 -17 -18 -19 21 27 26 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.053978781459101989 0.0028998343821130639 -0.10725261532575768 -0.11858462763271665 0.018767695669957077 0.06722817321248338 -0.09454779132496792 -0.12612756530188543 -0.035206720096731828 0.043678696240370567 0.083884700564766129 -0.20741232109813806 -0.052995355296145109 -0.14052121494697337 0.015724621555843744 -0.24122886904041538 -0.13551226592432417 -0.0097512916765289271 0.034845929132720034 0.028584719123124241 -0.16962974535923372 0.014018216096341216 0.054384517540719601 -0.092165043528328799 -0.079959889024904141 0.072083914591942855 -0.094610005676229819 0.11591920734049498 -0.026057209637627511 0.061984430524607163 -0.054312220063101269
leaf_weight=2.6763553339987984 122.00507507706061 2.9342873701825738 1.4225772619247434 1.3043114356696599 3.7234891820698968 2.9436664395034304 1.8221421875059602 2.1898828186094743 26.217728739604354 4.5555162690579891 3.4449198432266712 8.6095692757517188 6.2579682990908605 34.000750746577978 1.4525958225131024 4.0677515668794504 4.614639762789011 9.7320279264822585 6.2423431267961842 3.9888405352830878 8.3908612718805653 38.613832574337721 5.8576050251722336 6.1390622965991479 4.2586086764931679 4.6245020776987067 6.0207090377807608 2.7212065532803535 7.3365082722157231 15.252696594223378
leaf_count=21 1306 162 33 14 22 33 30 14 120 19 34 194 39 140 11 38 27 79 29 29 39 141 31 33 17 31 16 14 28 156
internal_value=-0.000225874 -0.0481912 -0.00591115 0.000748034 0.00135306 0.000630651 -0.0656793 0.00146303 0.0202064 -0.0401832 -0.140487 -0.000810258 -0.0204918 -0.00836696 -0.0426949 -0.0298258 -0.0850188 -0.00638688 0.00503466 -0.0022859 0.00218879 0.0254398 -0.0298704 0.0390948 -0.0176868 -0.00306522 0.0565893 -0.111405 -0.000137378 -0.00345782
internal_weight=353.422 7.03322 4.09893 346.389 343.262 339.539 3.12645 336.595 36.408 10.1903 5.6348 300.187 68.7353 57.8627 23.8619 22.4093 10.8726 18.3416 231.452 170.34 163.63 61.1115 12.0999 49.0115 10.3977 149.219 14.4116 6.71005 144.594 137.258
internal_count=2900 216 54 2684 2640 2618 44 2585 187 67 48 2398 528 462 322 311 66 273 1870 1619 1576 251 60 191 50 1521 55 43 1490 1462
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=8 14 5 15 7 9 13 18 9 13 12 18 13 0 10 10 2 18 0 13 3 0 10 8 14 6 7 5 7 10
split_gain=1.48993 1.60977 1.44947 2.81666 2.36789 1.3597 3.9144 4.74921 2.39458 1.87731 4.23429 3.18407 2.48618 2.39425 5.20789 5.89107 2.72454 2.35987 2.47618 3.48158 3.17035 2.34492 2.71872 2.94547 2.27704 2.23158 5.22678 4.76567 4.64373 4.27455
threshold=0.84933718570000016 207.15321654105003 1.6103415277500004 10.643873581000001 20.234873028950002 37.256168974800005 96.429616222950017 16.118666550000004 44.114531459200009 95.99139754765001 217.21823064915003 17.108018746400003 92.692659421600013 98.615332683000005 80.468240302450013 81.524804347700012 107.21413536925002 15.312071772700003 96.249489528150022 108.17011287860002 81.796338618900009 105.48703166445002 87.184008712350007 5.2459061469000003 364.26157294055002 14.815346158200002 24.071745547300001 18.483418961650003 24.605072964550004 68.961639504150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 6 7 -5 -7 10 -10 13 21 17 16 -16 -15 25 19 -19 -20 -12 -23 -24 -13 26 -11 -27 -28 -29
right_child=2 -3 3 5 -6 8 -8 -9 9 11 12 24 -14 14 15 -17 -18 18 20 -21 -22 22 23 -25 -26 27 28 29 -30 -31
leaf_value=0.11173630812024973 0.087969018224131168 -0.10807903221623241 0.10760608629847429 0.054315416629134972 -0.11202396924304957 0.053800409682135619 -0.13340521853968193 -0.099248997977084169 -0.11085990611558245 0.011806039325134732 -0.062908205509161902 0.074217084415400716 -0.070980186308657586 -0.0058146991128106883 0.075081530183212244 -0.10031242381988288 -0.098568177363542175 -0.12977395724284316 -0.01159576739545849 0.035630341187777324 0.0791795132198444 0.13403175190073 0.12273342837297566 -0.11127456602135709 -0.021211524875826775 0.056254050940994699 -0.11621163604423018 0.0027635736378795236 -0.022056595029264381 -0.089666815274716108
leaf_weight=0.39160744100809042 1.8788624675944436 2.2320099752396345 0.56876113265752692 5.7470929343253356 3.5850791153497994 8.7175121307373029 2.8980405488982788 3.1003398215398192 4.8377018738538018 26.489238039590418 1.7628549095243196 9.9511889405548555 3.1209591664373875 4.710218800231817 6.9719521701335889 2.6401542387902737 9.6652989033609611 2.0256327930837896 5.5723120477050569 3.4230651073157787 12.429466214030979 2.9235609322786331 0.92747756373137269 1.2805368136614559 3.3395502790808669 16.507616966962814 7.7691154265776303 172.57173773832619 16.079395225271583 5.1527445660904041
leaf_count=2 22 140 2 59 151 85 66 79 164 191 20 47 40 46 32 44 108 35 39 22 51 8 5 43 24 61 70 1074 126 44
internal_value=-0.000193819 -0.0752689 0.00037439 -0.000102968 -0.0819513 0.000895182 -0.0325371 0.000502985 0.00208921 0.000681146 -0.034036 0.00237017 0.00307197 0.00019143 -0.0300761 0.0269061 -0.068177 0.00290035 0.0332034 -0.0258611 0.0510807 0.0365938 0.0707758 -0.0129794 0.0502388 -5.23573e-06 -0.0187689 0.00485762 -0.0527294 8.37505e-05
internal_weight=349.271 2.62362 346.647 344.769 4.15384 340.615 11.7455 8.84743 328.869 320.152 14.8531 305.299 10.0154 292.008 23.9876 9.61211 14.3755 268.02 23.4505 5.4487 18.0018 6.89443 5.13158 2.20801 13.2907 244.57 50.3377 194.232 23.8485 177.724
internal_count=2900 142 2758 2736 153 2583 204 138 2379 2294 280 2014 116 1943 230 76 154 1713 147 57 90 76 56 48 71 1566 387 1179 196 1118
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=10 13 18 17 13 5 12 12 19 8 2 19 15 16 16 9 16 18 13 18 6 19 15 2 3 7 16 5 18 6
split_gain=1.48279 1.81701 1.55167 3.09191 1.85637 7.62101 1.96775 2.42941 1.94718 2.49283 3.31525 3.67363 1.49752 3.37367 6.91145 4.02241 2.71537 4.67706 4.14093 7.92505 4.83002 5.26412 4.01602 5.97802 2.73465 5.05009 3.75494 5.62886 6.86265 2.66372
threshold=54.884872733100003 73.376087754350024 11.257534840550003 161.95900874150001 119.04223755815001 30.133297129900004 66.834523482800009 78.909246879600019 14.651182102100002 8.9430209551500024 71.847610775600018 14.051133688400002 44.920183738100008 22.674946976100003 22.614947116400003 201.97224908750002 22.624947093000003 13.5308213324 117.38883580790001 13.765997214800002 15.925372093750001 13.351077205700003 36.168474401900006 132.99388411665004 93.491131486350014 22.580174331950005 22.554947256700004 22.852794041600003 13.197799034350002 16.635388683200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 -8 9 12 -11 -12 16 14 15 -14 18 -18 20 24 22 29 -9 -24 26 -26 -20 28 -28 -22
right_child=1 2 3 4 5 -7 7 8 -10 10 11 -13 13 -15 -16 -17 17 -19 19 -21 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10375919121674929 -0.10838186103859111 0.076283372328639298 -0.092125799221409885 0.068618121026843101 -0.13472168563518691 0.052822140131985509 -0.073075844952777066 0.0030241950263713954 0.042038118905424512 0.059615159551260448 0.01047364737488746 -0.15402313815154334 0.051297667753517698 0.036338900620782731 -0.13083037788242871 -0.096114546677790277 0.0055359125887858322 0.076979901564762074 0.074538273335749611 -0.16993952973163037 -0.17413307500806444 0.058806632021739969 0.047686900967468644 -0.10709658841843731 0.0039644761079145295 -0.14536359084052489 0.026976068289025254 0.065899878844163054 -0.14935486029001338 -0.0022781581217386992
leaf_weight=1.37690492812544 1.5336333257146169 2.6953705567866555 3.5959125817753366 4.4147904440760604 4.506401979364453 4.1733467690646648 4.3211973039433351 160.28746966738254 11.935576904565094 1.8932611029595126 2.1632978776469827 3.6453476920723915 6.1999268159270304 6.6325139347463837 6.1398110082373014 2.6389421634376049 30.057505901902914 13.181457974016665 5.6719247475266519 3.7470512464642516 1.4394355816766649 25.885989875532687 3.6516741402447206 7.878985645249486 5.2901147473603469 3.9600487407296896 4.0498080700635892 4.7270564809441558 4.8509654477238655 2.4152291836217046
leaf_count=91 145 13 92 15 60 18 31 1533 46 9 30 27 43 37 76 22 119 52 17 25 24 105 15 81 31 29 16 14 29 55
internal_value=-0.000192626 0.000222415 0.000709358 0.000109102 0.00109692 -0.0445479 0.0023082 0.00140093 0.00241188 0.000868309 -0.0553036 -0.0927601 0.00231666 -0.0230369 -0.0493283 0.00728612 0.00429404 0.0273157 3.74224e-05 -0.0332052 0.00536408 0.0425718 -0.00107634 -0.0580778 -0.0152594 -0.0599637 0.00616695 -0.0222893 -0.0691252 -0.0664534
internal_weight=344.961 343.584 342.05 339.355 335.759 8.67975 327.079 322.665 318.343 306.408 7.70191 5.80865 298.706 21.6112 14.9787 8.83887 277.095 43.239 233.856 32.297 201.559 29.7407 171.818 11.5307 28.5499 9.25016 19.2998 13.6278 8.90077 3.85466
internal_count=2900 2809 2664 2651 2559 78 2481 2466 2435 2389 66 57 2323 178 141 65 2145 171 1974 161 1813 184 1629 96 136 60 76 59 45 79
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=6 13 3 6 19 16 7 18 17 6 13 19 18 0 19 2 9 6 18 0 5 6 6 2 5 6 7 10 5 15
split_gain=1.31779 3.69828 3.14508 4.50835 1.9351 2.34941 2.83976 3.51607 3.17607 3.08158 3.07656 2.9466 3.44448 2.88448 2.84019 2.10199 1.91274 1.69382 2.61952 2.71409 3.72347 2.51771 4.62056 6.17297 3.60884 2.12289 1.94782 2.52363 5.56028 2.13095
threshold=10.715250360100002 107.54907905045002 76.884525614550014 11.175261108200003 9.4507625164000029 8.5099800999500008 24.052187734100006 15.409823741150001 242.64190980425005 5.1551204485500008 92.504467352450021 11.550931964450003 16.158105979900004 118.45077676945002 12.651020723000002 207.83068032845003 231.85949239145003 11.685273024550002 17.108018746400003 97.835679825150024 15.941372635650001 13.775321858200002 13.665319288000001 69.280267125550012 14.624842172000003 11.495268585100002 25.396105459650006 64.321360770950022 18.895511665650005 35.885292828950007
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 7 9 10 -7 11 13 -13 -8 -11 -10 -12 25 19 20 -19 22 23 -21 -25 -5 -22 -28 -29 -30
right_child=2 -3 3 17 5 6 8 -9 15 14 16 12 -14 -15 -16 -17 -18 18 -20 21 26 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.10760074984357129 -0.093852284638653111 -0.18324691710562163 0.090427878539179871 -0.12485791145499202 0.065817500490824507 -0.1106943774470468 -0.11207527259257176 0.085600343734859585 0.10422906494325729 -0.062900885805924289 -0.12273136811033732 0.094001699077031806 -0.065386403059945294 0.040979353070696001 0.047490355307768586 -0.030689500119424135 0.020127704860630771 0.092648387607573435 0.065110560741653861 0.11841318879505994 0.00014488576173473405 -0.11680190246896061 0.083421294610650121 -0.014797082071296597 -0.12791735216597352 0.0024990586456210442 0.11104759898202071 0.07156229417740527 0.0085063117309905033 -0.12893624647107887
leaf_weight=1.9800419309176494 3.355532217770814 1.275850512087344 5.8481967998668543 2.3621503040194503 4.0807106499560168 2.5295676672831204 4.4338733414188081 5.2032920159399501 2.3669383637607089 3.4329988006502372 6.6712213857099405 3.4019391667097807 2.2543069366365671 1.7047574385069308 7.2582654878497124 2.2547681266441941 1.0904026012867687 4.6603133827447882 6.5849228017032138 1.9503901824355185 230.52791395550594 3.1183434501290312 3.4908292293548575 5.3686788128688914 5.9413056867197156 2.9351340048015118 3.5455618575215331 6.8683721497654897 1.9653231203556059 2.6478872690349817
leaf_count=174 62 11 22 27 60 87 157 35 15 36 140 17 61 34 35 32 11 19 31 10 1510 32 14 48 88 28 12 36 19 37
internal_value=-0.000172453 -0.0151807 0.00240163 0.00352382 -0.0107744 -0.00666751 -0.0136106 0.0159657 -0.0361481 -0.0114403 -0.0537674 -0.0215925 0.0304773 -0.0695705 0.0120434 0.038407 -0.102662 0.00172137 0.00279382 0.00127448 0.00409936 -0.0342989 -0.0189405 -0.0458875 -0.0742209 -0.0542916 0.00241881 0.0373026 0.0145298 -0.0703829
internal_weight=341.11 49.9389 291.171 287.815 48.6631 46.683 42.6023 18.4241 24.1782 13.2208 19.5565 11.7949 5.65625 6.13863 10.6913 4.62171 7.76162 281.967 276.67 270.085 250.215 19.8695 16.7512 13.2604 11.31 5.29728 245.555 15.0271 11.4816 4.61321
internal_count=2900 905 1995 1933 894 720 660 193 467 158 420 269 78 191 71 47 151 1911 1856 1825 1633 192 160 146 136 55 1614 104 92 56
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=13 6 13 17 5 18 7 3 17 6 8 9 13 6 12 0 14 0 7 15 5 13 0 7 5 13 16 10 5 15
split_gain=1.51797 1.24023 2.05952 2.51436 3.15323 2.33495 2.23214 2.75037 1.98918 1.97596 2.36823 3.01217 1.78314 4.16917 5.4453 2.41854 4.49883 4.32022 2.95245 3.01542 2.66583 4.42724 8.89759 5.7713 4.68223 4.07088 3.36582 4.07394 2.78444 3.88157
threshold=73.376087754350024 22.585527707250005 119.04223755815001 164.23677531195003 30.133297129900004 11.639306137250001 19.041006859700005 98.609955766700025 162.23740955610003 18.155424198600006 9.0429429770000009 213.79200485395003 117.55283175385001 16.455384477450004 200.90818438210002 86.001087134900004 164.58247045880003 86.103248543850015 22.580174331950005 25.575018159450003 22.782602051550004 112.82921081865001 92.031298721500022 20.778835947700006 20.950952025950006 109.57886493895002 20.674951653000004 65.630639880500027 21.850554661550003 37.80636766060001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 12 -12 13 15 -15 16 -8 -17 19 -18 21 22 23 -19 25 -24 -23 28 29 -28
right_child=1 -3 3 4 -6 6 7 8 -10 -11 11 -13 -14 14 -16 17 18 20 -20 -21 -22 26 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10713228386844048 -0.088201886151781012 0.070676538102919823 0.060403033785702942 -0.13207858705056305 0.012458347500660556 0.050088816173230036 -0.23929842202218155 0.052321561918977959 -0.11986902505852032 0.071623358948514557 0.01109659665090338 -0.12761304417263342 0.016588251063212985 -0.016387696771120862 -0.1448883955101454 0.12407970774101336 -0.056802819366577731 0.031380186772219841 -0.096908891249799456 0.096508872193022108 -0.046100888726780226 0.096464768135560819 -0.00056459055137284692 -0.15568538913895008 -0.12045949822756868 0.053582702238963636 0.046454352195549935 -0.068906830613710918 0.081167789238162202 -0.046769618771728881
leaf_weight=1.3217199444770802 2.9106718432158223 2.4817143678665152 1.6417433433234672 4.0489405561238527 2.4064691513776779 9.2842448437586409 1.0866076769307245 0.85649677552282755 3.096000200137496 3.9550117002800098 3.0394234955310813 3.2284600893035531 63.779297461733222 12.717769588343801 4.4521326692774883 2.9406859856098881 2.4278332628309709 2.2786474451422674 3.3043957520276308 2.7204448003321886 10.906405001878737 7.1641217917203894 127.48322127060965 5.9708538223057985 3.0214911671355358 15.581691037863491 12.6696417182684 4.3851389065384856 8.8572657406330091 6.8980824276804915
leaf_count=145 97 8 16 60 12 53 10 14 105 16 14 29 301 61 40 8 40 16 40 9 74 26 1369 83 58 56 50 23 31 36
internal_value=-0.000175575 0.000245668 -0.000279047 -0.0500956 -0.0781976 0.000962036 0.00176776 0.000333632 -0.0825557 0.00139434 0.000483407 -0.0603499 0.00176016 -0.00226649 -0.0497078 0.00147524 -0.0477614 0.00373162 -0.023139 0.0242099 0.00200707 0.00470731 -0.00297471 -0.104015 0.00273103 0.00533278 0.0343667 0.0208075 0.0346478 0.0135907
internal_weight=336.917 335.595 333.113 8.09715 6.45541 325.016 322.105 312.821 3.9525 308.869 304.914 6.26788 298.646 234.866 17.1699 217.697 9.53928 208.157 8.45267 5.14828 205.217 194.31 154.336 8.2495 146.086 143.065 39.9743 32.8101 28.425 19.5677
internal_count=2900 2755 2747 88 72 2659 2562 2509 119 2390 2374 43 2331 2030 101 1929 99 1830 89 49 1822 1748 1582 99 1483 1425 166 140 117 86
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=8 14 15 15 15 0 15 6 17 7 6 4 10 10 8 0 14 6 5 18 13 8 17 7 6 7 13 16 10 13
split_gain=1.22521 1.32337 1.13832 1.39026 2.0894 1.32751 1.20938 3.86868 9.7946 3.66075 2.40862 3.68921 7.07154 3.93459 7.19226 4.88367 3.01064 3.98041 4.83364 7.69064 3.33193 3.9105 2.96121 2.41452 3.27038 2.32283 2.18206 6.5359 3.54879 3.31626
threshold=0.84933718570000016 207.15321654105003 51.067537391750008 49.670466410250008 47.90801194005001 85.447264760050004 42.80317728375001 16.405383309150004 203.93111730270002 22.940014114900002 16.455384477450004 281.32428032805007 61.960894532450006 64.654729579150015 9.4426310644000022 88.576630023850015 168.39662374755002 16.665389384150004 22.120912517600004 13.258783262950002 112.82921081865001 10.441851282850001 171.56914438675003 22.426784932800004 16.910395108650004 22.557405306150006 112.82921081865001 19.974953289850003 66.318885161900013 109.72404167800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 8 9 -8 26 13 22 15 -15 16 23 18 19 -18 -19 -22 -13 24 -12 -20 27 29 -28 -2
right_child=2 -3 5 -5 -6 -7 7 -9 -10 -11 11 12 -14 14 -16 -17 17 20 25 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.10733900539600448 -0.0024797869055425709 -0.10737452253911975 0.015131944917645268 0.062018127217966734 -0.087039621291765831 -0.12254655730326428 -0.011636822710203224 0.039148626168093156 0.080879385051650654 -0.18414079261043426 -0.078298976835599818 -0.091717166186564711 -0.17078530656324081 -0.25365885528112797 0.038563205701570707 0.12701225044401557 0.0098588855203619666 0.039085925219774609 -0.020748740237644916 -0.16655884424107614 -0.13882144081060249 0.069654311423151996 0.048339241953104663 0.090280430688739755 0.04764313766585835 0.060279244996347549 0.010368487371782422 -0.10199927184764468 0.081149808224251066 0.049774082346666866
leaf_weight=0.33913592342287247 144.12830688781105 1.8691052456852046 1.2404026975855225 3.6780193299055091 2.7229363769292823 1.6085075531154869 1.8888868354260901 25.120933448895812 4.1004490330815315 3.5276916567236185 3.2584650898352248 2.4392336239106935 4.3058330370113254 1.7402186896651977 1.6322265276685355 2.8284030556678763 6.6664745360612887 1.8912992128171007 5.4322679452598086 3.9264178574085236 6.4050549035891891 1.0467987060546873 3.9610144915059209 4.6614265143871298 5.6145500466227531 10.145309612154959 48.937687020748854 6.2937889173626891 8.2822150625288469 13.263050526380537
leaf_count=2 1595 140 14 22 33 30 10 120 19 38 22 36 40 15 30 6 26 38 41 26 140 4 23 14 35 32 219 43 32 55
internal_value=-0.000159545 -0.0743994 0.000336118 0.000882948 0.000189419 -0.062602 0.000928208 0.0185784 -0.0357182 -0.123985 -0.00120303 -0.0179728 -0.0716995 -0.00756175 -0.112227 -0.000757583 -0.00812555 -0.0234203 -0.0034167 -0.055533 -0.0794509 -0.109536 -0.00503842 0.0320069 0.00139302 0.0320229 0.00380388 -0.00207235 0.0206136 0.00192354
internal_weight=332.956 2.20824 330.748 327.899 324.221 2.84891 321.498 34.638 9.51703 5.41658 286.86 65.955 10.7061 55.2489 3.37245 51.8765 49.0481 35.5136 26.1705 10.5929 9.34315 7.45185 6.40025 13.5344 8.87302 15.5776 220.905 163.685 57.2199 157.391
internal_count=2900 142 2758 2714 2692 44 2659 187 67 48 2472 528 99 429 45 384 378 307 125 52 182 144 59 71 57 73 1944 1693 251 1650
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=2 17 10 5 5 2 7 17 17 12 6 2 8 12 17 9 9 9 16 7 15 6 16 10 9 3 15 13 0 17
split_gain=1.10393 5.14838 6.21172 3.59534 2.53836 2.00728 2.2298 1.91637 4.10522 2.96894 3.24939 2.84416 3.89676 1.95964 2.0803 1.71516 4.11945 2.34432 1.81467 2.66891 2.6386 4.22012 2.35073 2.55108 2.12212 3.78248 2.49926 6.11283 5.87823 3.84553
threshold=325.75432260090003 203.93111730270002 67.316303128300021 21.197160116700001 9.7886620791500025 309.73785348360008 24.550696209100003 208.12573104970002 209.83020864525002 195.51336019310003 8.0101871567500016 208.90944126775003 8.0437227585500022 323.71033162625002 207.35596244665001 219.38617924735004 215.80505313260002 223.24918598180003 11.934972090850001 25.852307279700003 17.382777826050003 5.0951190466500007 9.6249774926000011 90.988176966900014 210.39795333110001 82.368980200650014 28.566186095050004 109.57886493895002 95.762878606550018 168.45154159730004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 7 -7 13 -9 -10 -11 -12 -13 14 15 16 18 -17 19 -1 -20 -22 23 -21 26 -26 29 28 -28 -23
right_child=1 2 4 -5 -6 6 -8 8 9 10 11 12 -14 -15 -16 17 -18 -19 20 22 21 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.087750652039185598 -0.016954730342363583 0.089428370665926626 0.034621226096218066 -0.14561935468809947 -0.12920990586616596 0.078566944007696246 -0.026059430716328803 -0.13183400800366671 -0.063698315600232022 -0.11152960698230628 0.074976958004190797 0.053395222670856085 -0.091595855117039465 -0.087993012337426291 0.094698418374266222 -0.10084539807660241 0.070612142254289509 0.0040335405811563379 0.04953167033511871 0.080365842428127887 -0.10990780658414112 -0.036162541137407099 -0.1056155359106743 -0.10250977310432306 -0.14835633632106951 -0.011930270562729568 -0.1085845805052978 0.0039592588045274397 0.051040607971831131 0.029959882345397905
leaf_weight=5.4986217119730991 4.4234077581204492 6.0237934142351133 1.4791788721922783 4.2666481230407953 2.6222749971784651 6.6221741233021003 2.9418860580772161 3.2060546712018576 7.4097885803785202 1.8639106671325887 6.9184655165299755 3.9839704567566514 3.466460820287466 2.3803032906725994 2.4590146709233514 3.7621895982883853 8.9020734350196999 4.9164403779432178 11.719996735453604 3.693596335593611 3.3872272400185457 10.280401986557989 1.3895333097316322 0.96133747161366034 2.4097670353949061 12.973111244849859 9.409465214237569 126.04504383262247 3.0563138816505662 60.892289886251092
leaf_count=173 77 24 33 58 39 32 45 42 116 69 40 27 31 21 14 42 56 43 98 29 140 202 68 109 25 91 113 649 16 378
internal_value=-0.000142403 -0.0236626 0.0247979 -0.0801266 -0.0701246 0.00128262 0.0463841 -0.000150517 -0.0256476 -0.0112481 0.0126938 0.0288079 -0.0140648 0.00234664 0.00313792 0.00230186 0.00375818 -0.0414315 0.00139386 -0.0373359 0.00325527 0.000881225 0.00852618 0.0425983 0.00254859 -0.0333018 0.00517866 -0.00264731 -0.0694483 0.020409
internal_weight=329.365 18.8153 10.1252 8.69006 4.10145 310.549 9.56406 300.985 26.8487 23.6426 16.2328 14.3689 7.45043 274.137 271.756 269.297 260.619 8.67863 251.717 11.5431 240.174 228.454 6.04447 4.65493 225.066 15.3829 209.684 138.511 12.4658 71.1727
internal_count=2900 231 96 135 72 2669 77 2592 325 283 167 98 58 2267 2246 2232 2147 85 2091 379 1712 1614 206 138 1474 116 1358 778 129 580
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=9 12 2 15 0 15 15 9 5 10 10 7 12 10 10 0 15 7 16 18 4 18 6 15 10 8 9 9 9 17
split_gain=1.02867 1.41842 1.65353 0.980938 1.15778 1.04799 1.74734 0.969234 2.54697 6.87036 7.39219 3.8629 2.03936 3.79516 3.63296 3.58976 6.22962 3.39044 3.93099 3.1089 2.06962 3.05367 3.29759 2.09176 1.7626 3.4781 1.60341 2.87168 3.56059 3.36472
threshold=28.686210334850006 236.87735968945 212.09517851770002 51.067537391750008 85.40693788805001 49.670466410250008 47.90801194005001 206.92464388935002 30.133297129900004 62.55235532115001 63.910026677050006 24.292705381350004 281.66997808940005 64.321360770950022 64.434276012450013 91.144107538500023 34.279674133750014 24.673428656250003 18.634956423400002 15.532509816950002 180.93811691895004 17.327266398450003 13.665319288000001 24.673905035600004 83.715897724050009 7.1444245619500011 201.2906445504 202.37225149245003 203.09362050815002 193.11174173740002
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 9 11 -11 -9 13 -12 -14 -15 17 -17 19 -19 -21 22 23 -22 -23 -26 -2 -28 29 -29
right_child=3 -3 -4 4 -6 -7 -8 8 -10 10 12 -13 14 15 -16 16 -18 18 -20 20 21 24 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.050084745120259705 0.00013442942151815099 -0.11158118606253734 0.10137066481139545 0.014714715515935324 -0.11895049149324802 0.054632555380230985 -0.080662352576242921 -0.18126262166969973 0.079866326933591469 0.098854601465228065 -0.16622884153671971 -0.038330369964312133 0.12498990420288913 0.062831092106151801 -0.088793574553944293 -0.088981009433558855 -0.15107737301424151 -0.096298790620925598 0.073933893189717562 0.10672660772967889 -0.13406697314200469 0.073888847496286644 0.013490853024637746 0.013766644146685306 0.15438495606705155 -0.11429077426164198 0.059147496242102415 0.016981482499816871 0.021593820799162999 -0.12203928675389109
leaf_weight=2.4133388786576684 192.05472304741852 1.950935465050861 1.0278558451682327 1.1557475011795753 1.4751107301563022 3.61316218599677 2.6324523566290727 3.4277074392884961 3.0815835297107688 6.5106332004070273 1.4365351572632779 4.2171496376395226 0.90558549761772056 7.3518110774457446 6.5035643058363348 3.9405486807227126 3.029224330559372 3.5621100440621438 7.2541304603219023 1.820394773036244 3.8595923939719814 5.437435917556285 5.6147531531751156 1.2727396469563244 0.69736254494637284 1.558871022891253 13.764272917527704 3.2082719272002569 26.721285962732509 3.8066070582717657
leaf_count=104 1671 105 7 12 32 22 33 37 11 25 11 25 2 48 103 31 41 47 27 13 64 24 37 13 3 65 63 20 174 30
internal_value=-0.000150294 -0.0434642 -0.00484629 0.000579761 -0.0602308 0.00108399 0.000467166 0.0011538 -0.00906532 -0.0130719 -0.00182963 -0.102417 -0.0139141 -0.00620213 -0.0626638 -0.00113849 -0.0134993 -0.00159808 0.0094819 -0.0101436 0.00500334 -0.00503836 -0.0394688 -0.0974065 0.0430566 -0.0312478 0.00420313 0.0206538 0.00494841 -0.0584578
internal_weight=325.305 5.39213 3.44119 319.913 2.63086 317.283 313.669 311.037 71.4817 68.4001 60.7553 7.64486 54.2447 46.8355 7.40915 45.399 38.0472 35.0179 31.0774 23.8233 20.2611 18.4408 10.7471 5.13233 7.69367 2.25623 239.555 47.5004 33.7362 7.01488
internal_count=2900 216 111 2684 44 2640 2618 2585 627 616 554 62 529 424 105 413 365 324 293 266 219 206 114 77 92 68 1958 287 224 50
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=6 8 13 3 15 18 15 19 12 17 8 12 2 9 13 8 17 2 16 19 14 12 3 7 18 5 15 15 4 4
split_gain=0.948338 1.69876 2.32853 2.93328 2.35352 2.22847 2.06003 1.50272 1.24481 4.67188 2.42211 2.25111 1.63925 3.2072 6.39752 3.89512 3.54073 3.11487 2.31143 4.24492 1.80974 4.28241 2.44698 1.81645 3.1822 2.59547 2.61211 4.14123 2.39188 2.13349
threshold=22.585527707250005 8.8430989333000021 117.19526682250002 94.319176590550015 31.198916099800005 12.327130025600001 27.992471162000005 14.651182102100002 88.918697887850016 181.49225329600003 8.7431769115000026 80.823441660850008 86.011634045550025 185.90443620030001 117.60122400020002 7.943800736700001 199.55131508320002 89.221398707850014 20.394952307700002 12.851036860900001 178.66997565985002 114.86856072930001 108.48197402175002 19.152455927400002 12.933745112000002 21.324133279950001 42.914654887700003 35.34809845485001 193.80606919430002 329.34765841865004
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -3 8 9 -1 12 -11 13 14 -10 -15 18 -14 19 -17 -19 -22 23 29 25 -25 27 -27 -26 -23
right_child=-2 2 3 5 -6 -7 -8 -9 10 11 -12 -13 17 15 -16 16 -18 20 -20 -21 21 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.035570050206292371 0.064853707449671352 0.013878218840938102 -0.16620053297895809 -0.096498549899166147 0.032038204170980848 0.033627223096599705 -0.1380907952164909 0.041626277177746931 -0.15887924150207269 -0.1459374670837941 0.053553001549276016 -0.039367650358188302 -0.098030405311231208 0.12768384315369921 0.058912050686545994 0.078496605085900797 -0.070104870745169398 0.067786277324227345 0.077666603251502889 -0.060294247032979476 -0.1494575106389022 0.066822862640864428 -0.10872140167121408 0.061748846686137948 0.045421183260427114 -0.058594669219326226 -0.018202315406807834 -0.28815594278945239 -0.002737013869511187 -0.032772789555561399
leaf_weight=6.7064328733831635 2.2292597517371169 1.6789099080488106 2.3216149862855664 2.6253968924283981 7.3297299705445766 2.6389205437153578 1.9031129907816646 8.9270515888929349 2.6466311551630524 2.9738665986806136 8.6681486852467042 5.9435216467827559 3.3949904590845099 3.9888503961265114 2.7503497153520584 4.0874658767134004 3.617421578615903 3.7045066691935054 8.0557860657572729 4.7815606705844402 1.9704610751941789 7.8610911669675243 2.1050866707228115 1.2222143597900856 10.879023674875496 1.8189614498987796 2.3068972141481936 1.3835766389966009 198.34325271751732 2.9610076108947396
leaf_count=48 8 23 24 19 38 27 19 36 33 26 40 42 32 22 9 19 30 31 29 34 37 46 101 8 48 58 17 11 1961 24
internal_value=-0.000143069 -0.000596437 -0.0300109 -0.0725634 -0.000428045 -0.0312685 -0.0668622 0.00121061 -2.42565e-05 -0.0274858 0.00152721 -0.0749077 -0.000156263 0.0219013 -0.0478909 0.037256 0.0196969 -0.00293053 0.0388907 0.00367026 -0.00155405 -0.00266676 -0.00140302 -0.000406823 -0.00241032 -0.070085 -0.0993311 -0.157771 -0.000232911 0.0395727
internal_weight=321.825 319.596 18.4977 7.58593 10.9118 5.26432 3.58202 301.098 292.171 15.6238 276.547 8.91739 267.879 29.9281 5.39698 24.5311 20.5422 237.951 16.9248 8.86903 234.556 230.852 228.881 226.776 215.954 6.73165 5.50944 3.20254 209.222 10.8221
internal_count=2900 2892 150 70 80 46 42 2742 2706 116 2590 68 2550 176 42 134 112 2374 82 53 2342 2311 2274 2173 2103 94 86 69 2009 70
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=7 13 16 4 9 13 18 10 7 18 16 7 16 0 16 15 19 12 6 16 13 17 5 4 6 2 16 10 2 15
split_gain=0.910311 2.20322 3.49652 2.35062 2.40278 3.0303 2.23834 2.14074 2.11571 2.02593 1.8735 3.46452 2.37194 1.70733 2.79979 3.36277 2.38586 2.1142 4.41891 3.50558 3.80394 5.16129 5.89727 4.60296 4.47437 3.76739 2.48624 2.63206 2.1933 2.03567
threshold=26.752366550650006 81.98184222990001 17.654958715000003 371.16724128940001 219.38617924735004 92.284013785800013 17.383654746850002 91.28659581940002 27.952168727600004 16.915500282450004 11.934972090850001 20.562096111400006 12.234971389300002 105.70748523110002 13.534968349350001 17.512831095650004 11.550931964450003 247.85609524425004 13.075305502400001 22.674946976100003 104.75845951105002 199.14656950540004 24.301614351200005 375.86663358980007 15.745367888000002 330.71431012540006 22.604947139800004 62.305017173150013 256.81022870250007 46.810838056050009
decision_type=2 2 2 2 2 2 2 2 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 7 3 4 5 -3 -7 -2 -9 10 11 -1 -12 14 15 -14 -16 29 -19 20 -20 22 -22 28 25 -23 27 -26 -24 -18
right_child=1 2 -4 -5 -6 6 -8 8 -10 -11 12 -13 13 -15 16 -17 17 18 19 -21 21 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.049822858760373255 0.087767722037865106 -0.11309698959787172 0.048766972578642043 -0.11726558626416882 -0.12652911652776991 -0.028298581821604774 0.090630579629079444 0.10560663203943309 -0.1041361279854133 0.046396851475567373 0.084537979937968355 -0.095347412452833166 0.01978651542459043 0.063103894473409111 0.081267208632516311 -0.13830911747405608 0.0048689674819406862 -0.10397840032776534 0.083353163548751871 0.065417848925688402 -0.16896100092935709 -0.14392574393293578 -0.036051772576651278 -0.12300223578143291 -0.05851334062451842 0.02311091270829629 0.085110810273115234 0.061422490669645946 0.10038711888790788 -0.075815672981268567
leaf_weight=2.4109897892922154 3.3163544973358539 2.039515891112389 3.957992583513259 4.5108212963677934 2.1038688197731963 3.404761721380055 2.9568567741662264 0.69878320978023145 1.5426324910949913 9.6865167776122671 3.3763434421271077 5.1672786017879844 2.3343636617064467 4.2491187294945112 3.6241613132879129 3.175807923078537 212.86577273253351 5.514503799378871 3.2019583694636813 5.530192866921424 4.7193063171580452 3.1745987609028843 2.2738655498251319 3.0486425757408142 3.9861135752871615 2.3496326003223658 5.5615885332226753 3.3824372366070747 2.445178902707994 3.1736047617159775
leaf_count=27 25 101 26 106 48 47 19 10 179 111 18 160 21 37 17 52 1463 92 17 32 50 32 23 42 26 15 20 15 19 50
internal_value=-0.000117491 -0.0186272 -0.0348468 -0.0568864 -0.0309597 -0.0070266 0.0269793 0.0367452 -0.0387468 0.00142043 -0.000105195 -0.0491622 0.00123216 0.000207912 -0.000780587 -0.0713325 0.000687228 -0.000430706 -0.0201013 -0.00844267 -0.0204059 -0.0311433 -0.0807945 -0.0272285 0.00245275 -0.0728797 0.0346375 -0.00345836 0.0346442 0.00368372
internal_weight=319.784 24.5316 18.9738 15.0158 10.505 8.40113 6.36162 5.55777 2.24142 295.252 285.565 7.57827 277.987 274.611 270.362 5.51017 264.852 261.227 45.188 39.6735 34.1433 30.9414 12.487 7.76769 18.4544 5.52423 12.9301 7.36855 4.71904 216.039
internal_count=2900 561 347 321 215 167 66 214 189 2339 2228 187 2041 2023 1986 73 1913 1896 383 291 259 242 134 84 108 47 61 41 42 1513
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=17 18 9 12 12 2 0 8 18 0 5 2 16 10 18 9 13 10 10 6 15 17 17 6 0 18 15 7 19 9
split_gain=0.893467 3.20631 3.31999 4.11053 3.09964 3.01655 4.56946 3.61957 2.63923 4.72494 5.21836 4.16699 3.72899 4.29067 5.94476 2.60221 2.55865 8.05597 6.63385 6.83075 3.29565 2.2689 4.71832 3.43123 3.20821 3.84546 4.82115 3.11453 5.79223 4.91121
threshold=188.16174763880002 13.3584252364 196.26893085885004 208.33288250865004 90.17221166855002 151.19096455890005 86.162394622750014 8.3434888241000014 13.601370067700001 87.181320254150009 22.732890661650003 198.05499231840002 22.604947139800004 62.837331883000012 13.809421053700001 199.21354841250005 115.25151159420001 66.318885161900013 66.697957758300021 15.065351999550002 36.508287084250007 182.28951942140003 183.23782055230001 7.305170684150001 86.103248543850015 13.064341268650002 29.049007317550004 22.535351262400003 14.351157895250003 185.50567866740002
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -3 -2 7 -7 9 10 -6 -12 13 14 -10 -14 17 -15 -19 20 -20 -1 -23 -24 27 -26 -27 29 -29 -25
right_child=1 4 3 -5 8 6 -8 -9 12 -11 11 -13 15 16 -16 -17 -18 18 19 -21 -22 22 23 24 25 26 -28 28 -30 -31
leaf_value=0.0045548926762852783 0.068930809779534793 -0.076918822444137905 -0.07351109672898952 0.065147127587586798 -0.13183238167114139 0.0072489469927147256 0.072666142855085658 -0.17733676987904254 0.016705332295349432 0.04241169860523309 0.036984750783100512 -0.091993498444242594 0.10395134070716726 -0.1373391096695499 -0.12521193977558143 0.023475557256977322 0.067352070120141702 0.098240293914046331 0.0087878414490740239 -0.11234740124043843 -0.11607261440456354 -0.12641795035125339 -0.10676607438449498 -0.023108159346773592 0.094356004019898687 0.029849522220693099 -0.099163174583859884 -0.088446084034275979 0.09809849622402661 -0.18697505675620238
leaf_weight=61.332252507098019 19.556911357678477 5.3633187450468531 5.7537891119718534 3.4021757561713457 6.2088615819811883 2.3925328995101136 4.1161153353750706 1.9107400998473165 5.5651185056194645 6.2982065808027974 6.1108041405677778 4.2449540933594108 5.4140312820673016 4.0471450621262184 6.2852020990103483 15.582639891654251 6.1575919315218917 7.3217855989933005 89.314074550522491 5.1670608408749095 2.1651808954775325 4.1789952442049971 3.6453179826494297 5.0049575967714173 5.2923659458756473 10.699063019827006 3.9718999145552507 3.1598700331524014 3.5172067983075976 2.8822257998399436
leaf_count=804 69 44 38 18 39 23 15 25 25 30 29 35 19 33 45 80 24 29 996 49 47 48 101 31 19 69 38 33 18 27
internal_value=-0.000128284 0.00358667 0.0302796 -0.0219884 -0.00206919 0.0473856 -0.0026604 -0.0747108 0.000293863 -0.0313134 -0.0593452 -0.015885 0.00520906 -0.0012916 -0.0585651 0.0442264 0.00465298 0.00107871 0.00646687 -0.000485752 0.00583258 -0.0077377 -0.0255393 -0.0144956 -0.00475396 0.0212821 -0.00507835 -0.0404418 0.00981785 -0.0829903
internal_weight=316.062 212.378 37.1323 9.15596 175.246 27.9763 8.41939 4.30327 169.883 22.8628 16.5646 10.3558 147.02 126.023 11.8503 20.9967 114.173 108.015 103.968 96.6463 91.4793 103.684 42.3519 38.1729 34.5276 19.9633 14.671 14.5643 6.67708 7.88718
internal_count=2900 1712 188 56 1524 132 63 48 1480 133 103 64 1347 1248 70 99 1178 1154 1121 1092 1043 1188 384 336 235 126 107 109 51 58
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=2 12 8 5 2 17 13 2 17 8 6 7 7 3 16 2 10 3 3 0 16 15 0 3 18 6 6 13 10 17
split_gain=0.876917 2.68631 2.58078 3.3466 1.87509 1.99498 3.05747 2.22145 2.06819 1.88836 5.26599 3.01913 1.49733 3.98094 3.26632 2.43418 2.19716 2.14006 2.01974 5.19952 3.37448 2.91536 2.47362 10.2697 1.94484 1.63531 4.56057 3.16653 3.05959 3.04957
threshold=50.734033752200013 88.918697887850016 8.2435668022500028 19.500380888400006 71.847610775600018 166.83257850275001 120.78166996855002 167.29597799085005 164.78131450820004 8.9430209551500024 18.080422446150003 21.725272673150005 19.041006859700005 94.92945658615001 22.724946859200003 146.11720701395004 61.614083433650009 108.3367972827 94.319176590550015 85.678472159250006 22.674946976100003 42.80317728375001 85.807518149550006 93.620177476600006 12.810573245550001 13.665319288000001 13.775321858200002 101.34142922725002 68.214248143850014 200.83528241485001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -11 -12 17 14 18 16 24 -7 19 20 21 -14 -21 25 -15 27 -27 28 -24 -29
right_child=1 4 3 -5 5 9 -8 8 -10 10 11 -13 13 15 -16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=0.033090600464573891 -0.11829677249139481 0.039947397459345786 0.028493229474145648 -0.099111314007820653 -0.11324357624288478 0.086331516069753311 0.1611590221595082 0.013217752526605737 -0.14372933705277494 -0.12157796068355316 -0.080711218770880666 0.060865197508863482 0.04082804180541659 -0.1613662301593688 0.074321797266657469 -0.14635355280558188 0.075339081869070124 -0.02061473836034261 0.073120306081137829 0.045484495559144356 -0.20498199428648323 -0.10459322673987306 -0.11724713089929882 -0.12266499953969011 0.019788651912442647 0.093353471329547022 0.0069869493580595708 -0.08715222126719771 0.0086982346291568889 -0.0057010560167238215
leaf_weight=7.769395292736589 3.5641292389482251 11.864579926244913 5.6890283524990064 3.2177658127620816 4.1670444919727707 4.9075384431052944 0.68016701936721879 4.4507292751222849 1.0348460059612987 4.5990766575559956 2.1994146537035704 4.7794599011540413 2.3363333642482749 1.3460574843920765 6.3426222801208487 2.7816397720016539 1.4178637182340024 3.0240800492465496 3.884981855750083 12.991128277964888 1.7147004492580888 3.3629769119434059 1.9979516360908736 6.5576405413448802 1.0587777998298404 6.4305969029664984 124.20433124899864 8.5168170770630258 55.769295688951388 9.9866290017962438
leaf_count=36 54 58 28 26 181 28 1 95 22 45 24 32 8 32 25 64 16 33 17 57 20 59 38 56 13 28 706 109 898 91
internal_value=-8.51991e-05 -0.000930638 -0.0463833 -0.0176066 0.00100788 -0.00063893 -0.0437622 -0.0582018 -0.0163901 0.0010101 -0.0385009 0.0162469 0.00277885 0.00142546 0.00349823 -0.0751837 -0.023396 0.0455562 0.00160884 0.000420907 -0.0819852 -0.0449803 0.00311885 0.000540521 -0.0816091 0.00444538 0.0112384 -0.00718957 0.00434226 -0.0431916
internal_weight=312.648 304.878 12.4709 8.90679 292.407 280.543 10.3328 9.65262 5.48558 270.21 11.578 6.97887 258.632 250.7 244.096 6.60434 3.8227 7.93162 237.753 233.868 7.41401 5.69931 226.454 213.463 2.40484 206.906 130.635 76.2707 57.7672 18.5034
internal_count=2900 2864 108 54 2756 2698 299 298 117 2399 101 56 2298 2237 2112 125 61 61 2087 2070 87 67 1983 1926 45 1870 734 1136 936 200
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=7 13 17 3 12 10 7 18 10 18 12 13 16 7 16 0 16 15 19 10 2 15 16 4 0 10 8 12 10 16
split_gain=0.857212 1.92614 3.10225 2.38208 1.8696 1.81611 1.85527 1.64786 3.43231 1.62125 2.03982 1.60305 1.60017 2.93369 2.00604 1.3824 2.2361 3.07287 2.14322 2.81812 2.92542 2.73799 2.08325 2.69683 2.17668 4.17552 3.50462 4.874 3.15383 8.15991
threshold=26.752366550650006 81.98184222990001 242.64190980425005 75.456954347300012 288.67761128475007 91.28659581940002 27.952168727600004 17.383654746850002 80.468240302450013 16.915500282450004 177.99439387375003 96.84095031690002 11.934972090850001 20.562096111400006 12.234971389300002 105.70748523110002 13.534968349350001 17.512831095650004 11.850956171350001 77.172190634500012 76.773444779000016 19.215947067900004 14.994964935250001 280.33545882855009 95.762878606550018 71.090898343450007 7.943800736700001 95.360362796200008 72.953999827850012 15.794963064500001
decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 7 -2 -7 8 -5 12 -11 -4 13 -1 -14 16 17 -16 -18 22 -21 -22 23 -20 25 -24 27 -27 -26 -30
right_child=1 2 11 4 -6 6 -8 -9 -10 10 -12 -13 14 -15 15 -17 18 -19 19 20 21 -23 24 -25 28 26 -28 -29 29 -31
leaf_value=0.044720695206125094 0.081597558474087964 -0.11105444275498762 -0.024224144590447361 -0.14406951829724973 -0.09873403988963203 0.098173855574685873 -0.10382300658814501 0.060707132545775921 0.04569979445855487 -0.078696709761982397 0.059791779449064601 0.10374156691531509 0.079916658473139127 -0.091781120349737927 0.020765416135985707 0.057771492705917249 0.052066965320362694 -0.13541137196300609 -0.16063978132539911 0.062065004669939798 0.0084367938981246456 -0.11764183036544856 0.0014826505255644187 0.024633078882440755 0.062804808654158981 0.16680361298402246 -0.12309096714000077 -0.073648064448753839 0.040603605390462337 -0.099410546800987321
leaf_weight=2.3493180880323044 3.2201934242621091 5.0290636420249966 1.8210651823319488 1.7396282693371161 2.5218471582047641 0.67271346203051541 1.402970338007435 2.8027674052864313 2.1080003418028355 1.2201518942601968 8.2876173495314998 2.1169654848054051 3.2037419192492953 4.7738277958706021 2.2641928968951097 4.1219890555366865 7.8762599574401966 2.8400898375548422 1.7839790647849434 1.8002966670319427 2.4870638847351056 5.6027390081435442 192.4287864100188 1.4039366799406705 13.702139639295636 1.2389287687838062 5.0734137138351798 2.637928775511682 14.646168511360885 5.8149667950347057
leaf_count=27 25 208 36 27 34 10 179 16 18 31 80 8 18 160 21 37 58 52 30 16 23 117 1294 15 78 3 75 52 66 86
internal_value=-9.02666e-05 -0.0184761 -0.0339667 -0.0557439 -0.0254176 0.034582 -0.0383573 0.00238418 -0.0401006 0.00141862 0.0420193 0.0445663 2.02475e-05 -0.0467608 0.00125935 0.000311005 -0.000594388 -0.0661334 0.000709839 -0.000917148 -0.0532248 -0.0788812 0.00124985 -0.0790469 0.00233661 -0.00162285 -0.0683903 0.00319317 0.0256761 0.000812185
internal_weight=308.993 23.4352 18.1393 14.2013 9.17224 5.29588 2.07568 6.6504 3.84763 285.558 9.50777 3.93803 276.05 7.12315 268.927 265.723 261.601 5.10428 256.497 248.62 9.8901 8.0898 238.73 3.18792 235.542 201.379 8.95027 3.87686 34.1633 20.4611
internal_count=2900 561 347 303 95 214 189 61 45 2339 111 44 2228 187 2041 2023 1986 73 1913 1855 156 140 1699 45 1654 1424 130 55 230 152
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=9 12 15 18 15 0 2 9 0 13 19 3 5 7 18 0 3 2 17 7 0 3 9 19 10 2 15 0 9 2
split_gain=0.812371 1.1761 1.44523 0.967654 0.901615 0.824899 2.4524 3.18623 5.49846 3.67721 2.84404 2.44879 5.34445 2.3903 4.15135 2.35034 3.12132 6.4558 4.94238 1.90677 3.75155 3.98792 3.80503 2.16556 2.7457 1.63714 2.98849 3.4204 2.95 2.04781
threshold=28.686210334850006 236.87735968945 17.382777826050003 16.118666550000004 6.9561856507500011 85.716110573100011 315.70263843430001 186.14781787895004 85.656964494200011 117.60122400020002 13.351077205700003 94.92945658615001 30.133297129900004 19.468732114900003 11.780121045600003 85.807518149550006 93.58791597905001 86.011634045550025 193.01551328760004 22.689595575850003 86.232294534150014 90.367143138750023 192.09062119805003 14.251149826300002 67.316303128300021 68.519383356500015 27.576031546750006 96.811377277450006 201.2906445504 72.843776848050013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 10 9 -9 13 -11 -13 14 -2 -7 19 -18 -19 20 -17 23 -23 24 -22 26 27 -21 -29 -27
right_child=5 -3 -4 4 -6 15 -8 8 -10 11 -12 12 -14 -15 -16 16 17 18 -20 25 21 22 -24 -25 -26 29 -28 28 -30 -31
leaf_value=0.09799492863469135 -0.14660457853935632 -0.10985878595719947 -0.11196514577026084 0.094132055634032138 -0.1053478003321332 0.049966462243580395 -0.12687670406214741 -0.12936111842773701 -0.16445821296622015 0.036994503053421356 0.039766402616590826 -0.11417166261476397 0.055814215817419723 -0.11332171127956536 0.05532611371372647 0.11204698963466996 0.050133444291381668 -0.17607988529691665 -0.0023662550295707632 0.051377827417685068 -0.06665150645818084 -0.17316635241834982 0.0022832039415566926 0.11368762000425506 0.034386463859196914 0.061163322381644625 -0.11062568094633173 -0.17094277370926397 0.010285158808553217 8.3476676508696961e-05
leaf_weight=1.2202653307467697 1.35791436955333 1.6341799352085216 0.89959364011883725 0.35008427686989296 0.64226858480833471 10.156921481713651 1.7711145933717478 2.4681404340080979 2.8534704819321624 8.9176583886146563 17.375580291263759 4.2647721990942946 3.2660588771104813 2.5041026221588254 4.06816331949085 4.355673247948288 3.9795144423842412 4.283080093562603 2.6518997848033905 4.8862865306436998 3.1752584669739106 2.0439298488199702 3.1275089457631111 2.728965535759925 17.583577059675008 5.6623028665781012 3.71779491752386 1.7347010849043729 1.862639818806201 179.34286511363462
leaf_count=7 62 105 32 12 60 41 36 61 26 48 152 48 13 106 28 13 14 47 15 23 38 30 15 10 152 28 27 24 18 1609
internal_value=-0.000116204 -0.0411639 -0.00509308 0.0383584 -0.0349749 0.000532921 -0.0113578 -0.00701173 -0.0350608 -0.0155419 0.0171184 0.00153696 -0.0404502 -0.0325049 0.00479153 0.00284428 0.000859439 -0.0513934 -0.109653 0.00333667 0.0255791 0.0124376 -0.0670605 0.0299411 0.0189318 -0.000386994 -0.0358658 -0.00310366 -0.0771061 0.0019529
internal_weight=304.886 4.74639 3.11221 2.21262 0.992353 300.14 48.847 47.0759 21.7701 18.9166 25.3058 16.4485 7.53083 7.93018 5.42608 251.293 241.136 10.9145 6.93498 230.222 33.0149 28.6592 5.17144 23.4878 20.7588 197.207 12.2014 8.48363 3.59734 185.005
internal_count=2900 216 111 79 72 2684 580 544 196 170 348 109 61 196 90 2104 2063 76 62 1987 258 245 45 200 190 1729 92 65 42 1637
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=6 13 17 5 17 9 12 12 19 8 0 17 9 13 3 2 10 9 5 15 13 12 13 18 9 14 16 19 19 16
split_gain=0.811276 1.34607 2.46825 3.27798 1.52161 1.46047 1.27263 1.46153 1.22712 1.05349 2.22108 1.01818 0.921057 2.94734 2.97458 1.50638 2.04611 1.04791 2.08355 2.79316 1.59467 3.25493 2.44819 2.34765 1.853 3.56222 1.62053 2.35832 2.15431 2.10236
threshold=22.585527707250005 119.04223755815001 163.09717696605003 32.00428233840001 161.95900874150001 58.059373288650008 66.834523482800009 78.909246879600019 14.651182102100002 8.9430209551500024 87.568458224950021 198.64683373915003 37.256168974800005 96.209162656250015 66.676450093250011 266.28898953815008 89.619751778500017 44.114531459200009 9.180927113800001 12.389956812050002 95.99139754765001 217.21823064915003 96.429616222950017 14.708525021850003 73.434278895450021 312.95789969880008 12.644970430600003 11.850956171350001 11.350915826550002 14.994964935250001
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -8 9 12 -11 -10 13 14 -9 -16 -17 18 19 -14 21 -19 -22 -23 -25 -26 28 -28 -24 -29
right_child=-2 2 3 -5 6 -7 7 8 11 10 -12 -13 17 -15 15 16 -18 20 -20 -21 22 23 26 24 25 -27 27 29 -30 -31
leaf_value=0.019231591309913577 0.061753891320962345 0.079412165455264597 -0.11991052352711105 0.057652516607413974 0.058469733101060364 -0.11001964915608958 -0.059678221628980913 -0.10669939237556265 0.069069341711798016 -0.10513657756939848 0.012463748445176876 0.0063817388419509418 0.061125904091536058 -0.12936267321246869 0.050390563246059596 -0.12495481413512532 0.085142699329782148 -0.10975684402724878 0.094967184027456894 -0.11358726770059585 0.094729315222637264 -0.12752103731854156 -0.12061059860296755 0.057938238029842361 0.1173528830554702 -0.11097535945061271 0.048762823825903308 -0.047020767189349832 0.049371769128598239 0.0028174504243785349
leaf_weight=1.3793233935721212 2.1041008457541457 1.2936077173799265 4.0438818773254752 1.3994964119046924 3.8396499119698992 2.387348651420325 3.9778903396800152 2.1661881346954024 4.7674858346581441 2.8855090392753473 3.6218223758041859 5.6753236912190914 2.1846209552604701 2.2407634942792347 6.0191570329479855 1.2909747045487168 0.72322174627333868 3.8634774745441964 3.5248236227780581 1.5745731350034473 2.8841956024989477 1.2607841342687596 2.3306077551096673 4.8820338149089348 0.9911415129899982 2.1998171573504806 10.749669590033589 8.8280076109804195 1.0963130467571316 205.35078705032356
leaf_count=47 8 12 69 7 15 133 31 168 19 40 26 27 31 66 81 41 8 181 15 56 18 27 49 35 5 92 68 93 19 1413
internal_value=-0.000123293 -0.000558102 -0.0447517 -0.0742589 0.000459104 -0.0626889 0.00128234 0.000512131 0.00136386 6.60985e-05 -0.0396831 0.0350007 0.00104528 -0.0255162 -0.00270195 0.0253409 -0.0495167 0.00235798 0.0397347 -0.0120543 0.00124418 -0.0325655 0.00317376 -0.00061414 0.0192053 -0.0400545 0.00201739 0.0030572 -0.0662312 0.000763222
internal_weight=301.537 299.432 6.73699 5.44338 292.696 3.76667 288.929 285.089 281.111 270.668 6.50733 10.4428 264.161 12.4403 10.1995 8.03335 2.0142 251.721 7.28402 3.75919 244.437 13.1973 231.24 9.33378 8.07299 3.19096 228.355 224.928 3.42692 214.179
internal_count=2900 2892 88 76 2804 180 2624 2609 2578 2532 66 46 2466 364 298 130 49 2102 102 87 2000 340 1660 159 132 97 1642 1574 68 1506
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=15 10 5 5 3 18 6 12 9 12 3 3 14 3 16 13 3 18 13 7 17 2 17 5 5 15 6 6 18 18
split_gain=0.820123 1.03238 0.843197 4.23904 3.50514 3.46275 2.6322 1.40079 1.3207 1.27782 1.66783 3.53092 2.44347 1.9137 1.5795 3.13778 1.98814 1.2225 3.30587 1.22049 2.18149 3.50282 2.56329 2.07397 3.0029 4.60686 2.12484 2.04626 1.53167 2.63697
threshold=51.067537391750008 61.917879202350001 25.763052016400003 24.779543538450003 101.23926781830001 11.904475184000002 16.425383776450001 171.05377706560003 64.606296034500005 58.770113158150004 94.92945658615001 94.319176590550015 210.15891166350005 97.300676657200015 22.724946859200003 117.72489307420001 93.964300117300013 11.639306137250001 120.78166996855002 22.580174331950005 188.73286619890004 234.61110956795002 169.61846646075003 22.334016245700003 20.361635946650004 36.508287084250007 7.305170684150001 14.055328400500002 13.042786209850002 13.197799034350002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 -5 -7 -6 -1 11 14 13 -12 15 16 19 18 -10 20 21 22 -11 24 26 -26 -24 -22 -21 -30
right_child=1 -3 4 6 5 7 -8 -9 17 10 12 -13 -14 -15 -16 -17 -18 -19 -20 28 27 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.073587972726881876 0.024108566524780706 -0.11646662095592285 0.070648607098875868 -0.016282374220817186 -0.053298389401926542 -0.13257994482404231 -0.15114914188595052 -0.020048041387239326 -0.11733696748434148 -0.11958071273738746 0.040196890060789761 0.080359387192406997 -0.16969444689289825 -0.1129555506808248 0.063065146319480861 -0.11808160153687103 -0.071145553797195185 0.073552587043936427 0.079471503967147777 0.050206304745351087 -0.0063407199464559976 0.067874186839357573 -0.06892118107359381 0.067934814730369095 -0.17341856159376889 0.0011636340877524221 0.055129087974575157 0.084873970265808341 -0.056350604495801329 -0.0012693702776857153
leaf_weight=2.3778504338115445 0.86162192933261339 1.3270251262001691 8.2906869607977587 2.8056267620995632 1.8876982266083349 2.5460646245628586 2.9886951772496104 1.9559665503911672 1.4957696977071446 2.2868556554894957 2.3203702974133189 5.4949931018054476 1.3946117013692854 1.2583324830047784 3.8308514058589926 2.2928655073046675 3.9273701570928088 4.583902130369097 1.98764768242836 5.4049119870178393 3.6856617955490929 5.928060683887451 1.898993738694118 3.0414904393255702 2.6707282960414886 3.4822734892368317 5.0601333566009998 7.3920711763203144 9.0978583879768831 194.62817378982436
leaf_count=9 6 38 58 28 17 67 59 40 96 49 20 21 34 42 19 14 36 25 6 26 49 40 31 12 32 14 31 28 54 1899
internal_value=-0.000136223 -0.0611253 0.00031471 -0.00122515 0.018813 -0.0109131 -0.0858463 -0.083689 0.0219988 0.000608007 -4.66048e-05 0.00105014 -0.0574108 -0.0136541 -0.000661385 -0.00163479 -0.000560373 0.0396179 -0.0050375 0.000573069 0.0177317 0.00100537 -0.020491 -0.00646289 -0.0237202 -0.0746143 0.0212785 0.054526 -0.00233521 -0.00372915
internal_weight=298.205 2.18865 296.017 273.269 22.7477 14.457 5.79432 4.50203 9.95502 267.474 265.097 260.123 4.97331 3.5787 254.628 250.797 248.505 8.06732 3.48342 244.577 35.4463 24.3685 18.4405 16.1536 13.1121 6.153 6.95913 11.0777 209.131 203.726
internal_count=2900 44 2856 2547 309 251 87 107 144 2460 2451 2355 96 62 2334 2315 2301 127 102 2265 286 209 169 120 108 46 62 77 1979 1953
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=19 16 16 7 16 17 4 7 16 18 4 9 18 19 16 0 12 6 16 16 6 0 18 15 19 15 4 9 12 17
split_gain=0.749855 1.23778 0.795831 2.97349 1.98966 2.59051 2.30009 1.03676 3.30513 2.25249 2.02282 2.21348 2.01338 1.71669 1.49553 1.17704 1.63459 3.9586 2.78442 2.55873 4.82257 4.68562 4.09965 3.59888 3.63433 2.92922 2.82577 2.88613 2.4171 1.79611
threshold=9.8507947922000021 8.3799804039500021 9.6249774926000011 25.762580120700004 11.934972090850001 177.48499193625003 323.29283506040002 26.626668929150004 17.654958715000003 16.915500282450004 371.16724128940001 219.38617924735004 17.383654746850002 11.850956171350001 12.234971389300002 105.70748523110002 247.85609524425004 11.125259939900001 22.674946976100003 16.154962222700004 15.925372093750001 88.76213363490001 14.025183600500002 41.211223942950006 14.451165964200003 29.712811603950005 450.1940107082001 209.64506605050005 284.70742878420003 213.85098605320005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 9 10 14 11 12 13 -9 -6 16 29 -18 19 -19 22 23 -21 25 28 -22 27 -24 -25 -16
right_child=2 -3 4 -5 7 -7 -8 8 -10 -11 -12 -13 -14 -15 15 -17 17 18 -20 20 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10925358801624659 -0.11336524917687191 0.014832842572013179 -0.10429048612252734 0.060728099760815141 0.073949207511338974 -0.11640602507437581 0.077342709656828185 0.0081794859065114252 0.051535715214958033 0.067448786724805615 -0.11918376837007826 -0.12741304492547897 0.075932142448195517 -0.12041869895437987 0.0041589884926911402 0.055167816407199005 -0.12612138699077133 0.044295622299614042 0.057654371468765689 -0.22598475625158196 -0.02496548774098991 0.11011800202550842 -0.022464049427830937 0.0055220020443433075 0.053625638257457281 -0.17667599158653857 0.058215473534493682 -0.16743239411663507 -0.13010400554106008 -0.074058267627392482
leaf_weight=1.6323826165171333 1.167223663534968 1.5839009627234188 1.0942233698442572 6.1517360247671604 2.7811064943671218 3.34074298851192 1.9214913630858061 2.8108385973609966 4.2512035220861426 5.206972384825348 3.2002947721630326 1.7121289996430276 2.2974024093709886 1.6458955523557959 205.01314810360782 3.8394529074430457 3.1608035331591955 5.210240752901881 5.2963785249739876 1.8390857428312317 2.7510263486765387 3.0220687277615061 2.840553667396307 2.8451946573331934 6.7432010737247765 2.3683233880437911 1.6062686117365954 2.6587063716724515 2.4417550694197416 2.9784639859572044
leaf_count=182 45 44 64 98 18 163 13 29 29 36 76 28 22 43 1541 36 75 34 34 17 30 12 35 21 34 24 10 37 31 39
internal_value=-0.000124264 -0.0481456 0.00040432 0.0329638 -0.000432186 -0.0557522 0.0114388 0.000830339 -0.0239506 0.00233245 -0.0514573 -0.0258563 -0.000112331 -0.0393125 0.00101518 0.000218536 -0.000622756 -0.0184239 -0.00983258 -0.0202454 -0.0317948 -0.00469398 -0.0929117 -0.024926 0.00495734 -0.0951501 -0.0584692 -0.0925513 -0.0571163 0.00303891
internal_weight=295.412 3.21628 292.196 7.31896 284.877 6.35646 3.01571 278.521 15.9178 262.603 11.6666 8.46627 6.75414 4.45673 257.396 254.615 250.775 42.7836 39.6228 34.3264 29.1162 20.1716 8.94461 17.1495 12.0302 5.11935 7.10553 5.49926 5.28695 207.992
internal_count=2900 226 2674 143 2531 240 77 2291 227 2064 198 122 94 72 2028 2010 1974 394 319 285 251 152 99 140 86 54 82 72 52 1580
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=17 18 9 2 12 2 0 8 18 0 5 5 0 16 3 13 0 18 6 2 9 8 5 9 9 15 6 18 18 7
split_gain=0.791331 2.68765 2.54005 3.47475 2.45704 2.17518 3.31639 3.00209 2.12107 3.81657 3.96376 3.62361 5.90355 3.16228 3.30024 5.54647 7.31636 3.87446 5.02031 5.59561 4.29521 3.45576 3.25121 2.24071 2.44182 1.88434 3.29417 2.83625 4.9633 2.26375
threshold=188.16174763880002 13.3584252364 196.26893085885004 184.06044473220001 82.187369520450019 151.19096455890005 86.162394622750014 8.3434888241000014 13.601370067700001 87.181320254150009 22.732890661650003 23.606333875400001 85.509099297050014 22.604947139800004 89.227236891450005 112.82921081865001 92.031298721500022 13.713893333650001 16.625388449550005 202.77941723725004 202.37225149245003 8.6432548896500023 20.569643378550001 199.21354841250005 204.88165762580005 35.34809845485001 16.375382608200002 13.042786209850002 12.993406580100002 24.414141867650006
decision_type=2 2 2 2 2 2 2 2 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 5 -4 -3 -2 7 -7 9 10 -6 -12 -13 14 15 16 -10 -16 19 -19 -21 22 -18 -15 -25 29 -27 28 -28 -1
right_child=1 4 3 -5 8 6 -8 -9 13 -11 11 12 -14 23 17 -17 21 18 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.010234381072500395 0.063997387739367903 -0.10690800585875188 -0.065400484570051584 0.064921556073692807 -0.11795096754260055 0.013415216786735337 0.065719613847445096 -0.16170602573469717 -0.14400868059333558 0.03920643992209763 0.059446179973585082 0.075370517242745239 -0.13825466955753804 0.10012840199754923 0.049162477841203506 0.074450392060370366 0.008804882526447207 -0.18778535276323566 0.043806105159089545 0.023293572255230155 -0.12970606523621583 -0.1336066985485162 -0.11834235754187371 -0.034711216794224176 0.05117681753292419 -0.13124018916851102 -0.028755184079511428 -0.090928479889436753 0.10113246033646955 -0.033534200125630756
leaf_weight=54.024233394535258 17.830090188421313 2.198869581334292 5.5775239989161474 3.2311502732336521 6.1479957625269916 2.2291238536126907 3.9713382832705975 1.7454171474091706 3.5264260354451826 5.8749748822301617 3.8839747533202154 1.9613090991042552 3.7999904630705714 4.8641844168305424 3.8390142470598247 10.353187773376701 84.121461838134564 4.1468459349125606 3.3821382732130578 4.2385702170431614 3.2354983687400818 1.8165715318173159 2.060346452984958 5.0272453799843779 9.6913349181413633 2.9268235396593836 13.16282386751846 4.2682702839374533 3.7887506242841473 15.125334434560498
leaf_count=688 69 21 38 18 39 23 15 25 41 30 13 11 40 19 16 46 993 39 15 27 24 23 47 27 53 27 94 39 15 325
internal_value=-0.000139789 0.00342656 0.0287623 -0.0175965 -0.00191075 0.0446049 0.00108918 -0.0634892 -0.000485344 -0.0296046 -0.0552017 -0.0152048 -0.0655306 0.0040118 -0.00203483 0.00507578 -0.0027718 -0.0404815 -0.0634198 -0.0946267 -0.0429394 0.00288809 0.00576518 0.041287 0.0218411 -0.00773739 -0.0317873 -0.0180699 0.000275269 0.000660721
internal_weight=292.051 198.755 34.5846 8.80867 164.17 25.776 7.94588 3.97454 161.971 21.6682 15.7933 9.64527 5.7613 140.303 120.72 101.878 91.5248 18.8421 15.0031 11.6209 7.47407 87.9984 86.1818 19.5828 14.7186 93.2962 24.1467 21.2198 16.9516 69.1496
internal_count=2900 1712 188 56 1524 132 63 48 1503 133 103 64 51 1370 1271 1150 1104 121 105 90 51 1063 1040 99 80 1188 175 148 109 1013
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=2 17 10 5 5 14 2 17 17 17 13 15 15 2 2 12 2 17 7 12 6 14 15 5 2 7 0 6 7 7
split_gain=0.704984 3.41603 4.03121 2.5077 1.80993 1.63295 1.4164 1.38208 2.85313 1.77218 2.06041 2.18209 3.12589 2.10656 1.72661 1.24367 2.39345 1.4181 1.81982 4.43266 2.47024 4.40282 2.8576 2.61484 2.55074 2.40072 5.20632 6.44467 2.84829 2.75111
threshold=325.75432260090003 203.93111730270002 67.316303128300021 21.197160116700001 9.7886620791500025 414.62864134155001 335.91826356435007 208.12573104970002 242.64190980425005 209.52161856205001 98.741690215100007 19.527500348350003 23.900317844600004 223.36808516470003 171.18303460180002 327.98456567570003 297.58713971970008 188.07781354100004 22.597569836950004 86.269275643000014 16.515385879350003 274.51613272600008 37.434800281900003 24.301614351200005 256.81022870250007 24.785467646950003 94.047642319350018 13.825323026450002 24.029932718600005 23.102607264700001
decision_type=2 2 2 2 2 2 2 2 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 6 -4 7 -2 15 9 -9 -11 -12 -13 14 -14 16 17 -1 -19 -20 23 22 -22 24 25 26 29 28 -28 -21
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 11 12 13 -15 -16 -17 -18 18 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0084885725937996568 -0.11630992013005714 0.082645817228577736 0.035621805761614271 -0.13300946921759224 -0.12136583605159133 0.06913650354282104 0.026032657883484939 -0.1215070608311774 0.065972728061688982 -0.11204186637432878 0.090466969099256903 -0.11374466835890613 -0.025138776073404135 -0.056907959435314209 0.079831773369793552 -0.053374319494124578 0.074302600849202247 0.040199617826134015 -0.12293150843409036 -0.026680898222021895 -0.052308451269386019 -0.11190153378904673 0.042794744440117487 0.077670615481886224 -0.069298212235234025 0.031434138821205562 0.097952479687745342 -0.15384807964070657 -0.052868243017449017 0.023234672199902242
leaf_weight=85.08007108035963 0.96270712534896885 4.6922484040260315 1.1628937294008213 3.4441928523592651 1.9930827247444538 3.4768358084838829 2.5526399695081636 2.2082983544096413 3.1076766862533978 2.4344842729624387 1.7988318521529425 3.1676343958824864 2.7226118184626085 4.0404945178888738 3.6916402149945498 3.9410323700867584 4.6509226989001027 15.409354595933108 2.6987832430750123 14.540123314596711 5.5737112611532229 4.6535567957907906 7.2941170930862427 5.7159394142217925 4.0785558032803229 38.194170787464827 2.1225017542019469 4.5833488292992115 3.0536916628479958 45.891324683558196
leaf_count=1071 27 24 33 58 39 61 50 34 40 106 11 50 30 35 18 36 38 109 28 80 34 41 30 43 66 365 15 56 40 232
internal_value=-0.000107626 -0.0213607 0.0238687 -0.0723655 -0.06352 0.00104041 -0.012949 0.000165638 -0.0231879 -0.0369978 -0.0265462 -0.0130493 -0.0267186 -0.000350964 0.0352757 0.00235223 0.00325401 0.00187077 0.00760107 0.00397157 0.00649538 -0.0285447 0.00160071 0.0116904 0.00833702 0.0112584 0.000279921 -0.0674907 0.0089759 0.0112247
internal_weight=288.937 14.8078 7.84822 6.95954 3.15598 274.13 3.51535 270.653 23.1717 20.064 17.8557 15.4212 13.6224 10.4547 6.41425 247.481 243.54 238.889 153.809 138.4 135.701 17.5214 12.8678 118.18 112.464 108.385 70.191 9.75954 5.17619 60.4314
internal_count=2900 231 96 135 72 2669 77 2608 324 284 250 144 133 83 48 2284 2248 2210 1139 1030 1002 105 64 897 854 788 423 111 55 312
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=6 13 3 6 19 16 7 17 13 16 2 19 0 7 8 17 0 5 0 7 10 10 3 15 15 17 7 6 4 18
split_gain=0.737996 2.29674 1.84131 2.76245 1.22579 1.39169 1.54366 1.9757 3.31309 2.126 2.38503 2.07856 1.94531 3.7351 1.9649 3.01532 1.55373 1.0386 5.35652 1.66206 1.89869 1.97937 3.45395 1.71763 3.62983 3.12462 3.88791 2.5696 2.34337 2.26488
threshold=10.715250360100002 107.54907905045002 76.884525614550014 11.175261108200003 9.4507625164000029 8.5099800999500008 24.052187734100006 239.21206428850002 92.504467352450021 17.924958083650004 206.83709544035003 11.750948102400001 95.590817286200021 20.778835947700006 1.6487133604500002 195.44378352670003 118.45077676945002 15.299679811400003 99.378854792050006 26.005367513800003 75.645146416450004 75.403185184700007 82.234557294150008 28.566186095050004 27.008040895250005 168.45154159730004 24.029932718600005 14.215332138950002 254.49455531690003 14.531978590450002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -6 12 8 11 10 -9 16 13 -7 15 -14 -8 -5 19 20 21 22 -19 24 25 28 -27 29 -24 -25
right_child=2 -3 3 17 5 6 7 9 -10 -11 -12 -13 14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.10616915441654301 -0.083897729901410117 -0.15694553048710241 0.079499830503407129 0.024130233658362452 0.057005647282012344 0.073337998201097473 -0.082458028178013398 0.062633618534712499 -0.11650760709189177 0.11677466235139095 -0.1169792696700212 0.050804285043112456 -0.12266317099406793 -0.12631944135100445 0.063823989175804591 0.063086567011713265 0.044178192283592432 -0.10928117461901643 -0.12279485768331087 0.049508390685324477 -0.067299687005386771 0.060646901500211375 -0.12800934275490092 -0.15263474572942848 0.060495156616420478 0.035057488842258469 -0.081912689102777062 -0.0015765563449547432 -0.010620289895675691 -0.0098539864508505465
leaf_weight=1.2511397931957606 2.4772090231999746 1.0778963640332211 4.6018177820369592 18.378181103616953 3.2425760314799836 1.5426519699394696 3.9756447854451853 1.5086277313530438 4.878381708636879 1.6325058341026304 1.4497299580834804 3.1821745296474546 1.7031762469559892 2.3865050100721419 7.2882144199684262 1.794958636164665 1.2810447532683609 2.8760734219104043 3.5307028191164127 6.9438083632849148 4.1361532900482407 5.440519042313098 2.9213644207920906 2.1447169743478289 14.052451317431403 18.528316580923278 3.3563781678676596 151.9513057442382 4.06925078923814 2.3049804195761681
leaf_count=174 62 11 22 158 60 10 173 17 140 6 40 56 42 80 42 19 35 35 63 58 33 25 137 21 93 199 32 974 63 20
internal_value=-0.000110099 -0.0130486 0.0018849 0.00275142 -0.00886979 -0.00547564 -0.0116859 -0.0314043 -0.0509062 0.0251669 -0.0253849 -0.012983 0.0123106 -0.0479306 0.0342547 -0.0273515 -0.051597 0.00128371 -0.000605453 0.00136695 -0.000211493 0.00112486 -0.000476641 0.00109328 0.0188119 -0.00147366 0.0171182 -0.00377 -0.0596769 -0.0786731
internal_weight=285.908 38.1952 247.713 245.236 37.1173 35.8662 32.6236 17.9081 13.3172 4.59086 2.95836 8.43886 14.7155 3.92916 10.7863 3.49813 5.25669 240.634 222.256 218.725 211.782 207.645 202.205 199.329 42.9278 28.8753 21.8847 156.401 6.99062 4.4497
internal_count=2900 905 1995 1933 894 720 660 467 404 63 57 264 193 90 103 61 208 1911 1753 1690 1632 1599 1574 1539 524 431 231 1015 200 41
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=0 0 3 2 5 10 9 3 7 15 9 8 4 13 6 6 17 13 13 6 9 16 5 15 17 2 10 19 5 6
split_gain=0.681947 2.00187 2.52196 5.01054 4.25362 1.91518 3.14442 2.35919 3.74529 1.87708 2.438 4.21888 2.92894 1.81916 2.96965 3.4408 3.66161 2.98928 3.33898 3.15697 2.80355 3.12343 3.3418 2.52674 3.0937 5.46444 3.41568 2.11414 1.9912 1.98244
threshold=85.716110573100011 85.807518149550006 93.58791597905001 86.011634045550025 23.398433971250004 61.917879202350001 187.38923140910003 93.932038619750017 19.617375644250004 43.132842597400007 191.62448690950001 10.441851282850001 376.98468903265001 117.56896250265002 16.455384477450004 16.535386346650004 193.63201810280003 117.53132408880002 117.50443950750001 15.785368822600002 193.60452210450003 20.784951395750003 21.269675393700002 38.469938489650012 200.96259924040001 154.60082690140004 64.321360770950022 14.351157895250003 21.495293572000005 15.610364733650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 13 -4 -5 9 7 -7 -9 10 12 -12 -1 14 17 16 -16 18 19 23 -21 -22 -23 29 25 -25 -26 -17 -15 -3
right_child=1 2 3 4 -6 6 -8 8 -10 -11 11 -13 -14 28 15 27 -18 -19 -20 20 21 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.019515821721716876 0.046650822102119481 0.0022530690489621307 0.044516888593426424 -0.18225345980227314 -0.020282632563755634 0.059295137623341002 -0.094484549290069719 0.090365909163616698 -0.1098141788075173 0.045752002378980285 -0.14100672554609048 0.046407672646599625 -0.12815249129405012 -0.03024900330306864 -0.015817648717426844 -0.059958665982174912 -0.17107053559974741 0.10041150220000766 -0.12194871857262204 0.093196906236977975 0.07254412848689222 -0.077437579519319261 0.02570705212380138 0.019036897832887381 0.062679703924130414 -0.23747026746777442 -0.1008780711046873 0.025781207647885815 0.043664279776292406 -0.082442212058617112
leaf_weight=15.353743733372548 9.6287995316088182 134.143408580916 3.6868457123637182 3.2513949610292912 3.2341775298118591 3.6506491713225824 6.2973547847941509 1.3398358747363088 3.090493313036859 7.6183146778494111 3.2604177230969063 1.901725113391876 1.4719532511662681 4.5457408949732807 2.7918019443750408 4.7643579952418786 3.3324168846011162 3.1068605612963429 2.1654588207602492 6.2517885565757778 6.7287877090275314 4.8459024541079989 8.9289223626255971 1.4349809922277912 3.0002614185214043 1.9716072836890814 2.2228040229529142 7.2553223818540573 18.38943150267005 2.8217751290649167
leaf_count=250 41 1734 14 26 36 15 106 8 82 38 44 8 29 22 14 32 30 11 16 25 35 29 41 7 15 35 30 32 78 17
internal_value=-0.000125754 0.00198423 0.000105092 -0.0485675 -0.101483 -0.011567 -0.0415098 -0.000227541 -0.049275 0.00297483 -0.0118465 -0.0719636 0.00659744 0.00236899 -0.000752711 -0.0392888 -0.100297 0.0031837 0.00145277 0.00300322 0.0345748 0.0167002 -0.0105786 -0.00279856 -0.0552812 -0.12942 -0.00692633 -0.00820434 0.0290147 0.000508165
internal_weight=282.487 238.503 228.874 10.1724 6.48557 43.9845 14.3783 8.08098 4.43033 29.6062 21.9878 5.16214 16.8257 218.702 195.766 18.1439 6.12422 177.623 174.516 172.35 26.7554 20.5036 13.7748 145.595 8.62965 3.40659 5.22307 12.0197 22.9352 136.965
internal_count=2900 2320 2279 76 62 580 211 105 90 369 331 52 279 2203 2103 108 44 1995 1984 1968 130 105 70 1838 87 42 45 64 100 1751
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=6 13 3 6 19 9 17 6 9 9 17 8 15 9 13 13 17 17 17 0 18 3 16 16 8 16 15 7 17 5
split_gain=0.651822 1.92381 1.58012 2.32996 1.10666 1.22099 3.71579 2.01009 1.69951 1.60842 1.08439 2.00541 1.29589 1.20275 2.41891 3.63837 1.68626 1.58247 2.29871 1.04965 0.893602 3.76583 3.53444 6.72964 3.37372 2.54241 4.22604 1.6593 1.96178 3.59468
threshold=10.715250360100002 107.54907905045002 76.884525614550014 11.175261108200003 9.4507625164000029 74.362486003100017 239.21206428850002 8.1951914793500027 58.059373288650008 52.394053035900008 201.37020668845003 1.7486353823000003 6.9561856507500011 37.256168974800005 96.209162656250015 92.138837046750012 199.71712621985003 193.40041255380001 182.52313421500003 91.523180134850023 15.042884401850001 82.234557294150008 18.634956423400002 15.919962772200003 7.5441126493500006 15.164964537700001 20.742056627150003 25.138824731100005 208.75622138895002 17.886193876600004
decision_type=2 2 2 2 2 2 2 2 2 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 -1 8 -7 -8 9 10 12 -12 -6 14 15 16 -14 18 -15 -20 21 -5 23 25 -25 26 -22 -23 29 -29
right_child=2 -3 3 20 5 6 7 -9 -10 -11 11 -13 13 17 -16 -17 -18 -19 19 -21 22 27 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10565223305197613 -0.079635096425553942 -0.14907239587282684 0.07504654734644238 -0.11275175776044702 0.11208222238511806 -0.11413359398340345 -0.071967341874570587 0.071267233553890474 0.062550047679461526 -0.12260757235138967 -0.10774579167142138 0.078114225138369908 -0.099290280055267133 0.053535351361193195 -0.12694678871032936 0.077607304197294946 0.084021460595420469 0.092481149508927496 0.0097758764895472614 -0.13040237599009075 0.023678749448645228 0.0017613926354897351 0.061718116743015222 0.049974711488362744 -0.11696058334666351 0.066652805407354604 -0.10520903628874673 0.035721244268757023 0.030144984687750526 -0.15783958070018364
leaf_weight=1.1397579121403385 2.3618110157549372 1.0041121710091818 4.3541067140176883 3.0078065982088438 1.1451124558225405 3.6497092060744745 1.4842955414205787 2.8823672086000443 4.2832766808569422 1.1279402584768821 2.1110588358715172 0.8007414718158542 2.918860274134206 3.1984187448397261 1.8006632425822315 3.3645041510462761 0.6059997328557073 2.6917246584780514 0.85425935080274973 1.4256259384565053 13.644028129056101 182.57744049327448 11.505101000890134 1.5038080438971508 6.2097900225780904 8.5494274292141181 3.1269957423210135 1.4811869859695423 2.0249525345861912 2.7238896586932242
leaf_count=174 62 11 22 48 7 145 42 25 30 26 108 13 110 25 63 33 10 33 15 35 100 1415 58 10 134 44 38 8 12 44
internal_value=-0.000110043 -0.0125729 0.00176081 0.00255946 -0.00871029 -0.00549318 -0.0396634 0.0225796 0.00491094 -0.00628821 -1.57318e-05 -0.0566345 0.00914067 0.00214902 -0.0237486 0.00322419 -0.067775 0.0296949 -0.00115463 -0.0778784 0.00122411 -0.00173881 0.0139844 -0.0026403 -0.0844156 0.0222717 -0.000352673 2.96861e-05 -0.0507198 -0.0896601
internal_weight=279.559 36.4884 243.07 240.709 35.4843 34.3446 8.01637 4.36666 26.3282 22.0449 20.917 2.9118 18.0052 16.8601 8.69003 6.88936 3.52486 8.17003 5.4783 2.27989 236.354 191.815 44.5392 33.034 7.7136 25.3205 16.771 188.807 6.23003 4.20508
internal_count=2900 905 1995 1933 894 720 212 67 508 478 452 121 331 324 216 153 120 108 75 50 1911 1527 384 326 144 182 138 1479 64 52
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=17 9 18 18 4 7 3 8 8 18 7 7 16 18 18 17 17 8 0 9 4 17 5 0 0 2 7 18 15 16
split_gain=0.739253 1.03035 0.837221 1.10396 1.40334 1.14029 2.74247 1.84507 1.75156 1.39389 2.61697 3.11446 1.54585 2.26518 1.4242 2.36854 5.12026 5.3982 2.3546 2.64094 2.34801 2.61677 1.94968 3.45907 1.72922 2.67141 6.96281 5.90391 3.66299 1.70673
threshold=157.96759137085004 43.506455664950003 11.257534840550003 11.639306137250001 172.73046293330003 19.041006859700005 101.23926781830001 9.5425530862500008 8.8430989333000021 12.903279561150002 22.296968840150004 22.087764922150004 22.694946929300002 13.415872650200003 13.3584252364 187.98346801990002 186.52991945525002 8.2435668022500028 86.20003303655001 201.2906445504 234.33905321295003 184.84480138465003 22.907563598750006 85.968825637350008 86.345209775600011 108.54085696455002 23.046547257250005 13.086509421050001 42.80317728375001 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 -2 4 -4 -5 7 8 9 10 11 -7 14 -14 15 16 20 -18 19 22 21 -11 -16 -24 25 -17 27 -27 -29 -20
right_child=2 -3 3 5 -6 6 -8 -9 -10 12 -12 -13 13 -15 18 24 17 -19 29 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.074295198623323788 0.058992674787258476 -0.12345951018443263 0.04137183024583381 0.038423857740332329 -0.12951084338360869 -0.044721300222203109 -0.081762059161936809 0.06334280161242721 -0.041785999717587723 -0.014546264619420102 -0.11502872548738496 0.088679695071380529 -0.01077391264644109 0.088058174324405769 -0.17322977258810798 0.061944037963001332 0.0095899162735260824 -0.19577407382500711 -0.002341477929697021 0.014267557504513639 -0.05425958045191992 0.092775416258277441 -0.13178841348944237 0.055861899538741322 0.068672404606695492 0.066794622041991158 0.086157665805613903 -0.20855753923949596 -0.037792620807527141 0.049580569464509103
leaf_weight=0.35377109353430469 2.403788434341549 1.0321912347571922 0.72624510899186079 7.6177671283949158 1.4207358560524879 5.8636156606953573 4.1205301603768012 4.5844195857644072 9.9534135144203884 3.9441599156707543 2.9089693697169414 2.4946996560320258 4.298348341137169 5.0360828414559364 1.9816046804189662 7.8283851742744508 2.4771665409207335 2.6484389826655388 159.99541337438859 3.825867272913456 3.0161247353535137 5.3585185892879963 2.3112065615132451 1.7085133120417593 9.6516956873238069 2.1020005187019688 4.3470670254901052 2.818450428545475 2.2661106819286942 6.5916708558797827
leaf_count=26 50 70 4 62 43 60 125 28 91 34 23 10 27 26 18 30 11 29 1854 19 36 20 41 7 38 19 18 21 29 31
internal_value=-0.000132533 -0.072982 0.000235554 -0.000283905 -0.0717075 0.000284565 -0.000823791 0.000468818 -0.000668552 0.00101236 -0.0333367 -0.00490521 0.00267907 0.0425477 0.00100928 0.0165866 -0.0125328 -0.0965232 -0.00309297 -0.0506591 0.0224139 0.0472731 -0.0920501 -0.0520309 0.0340946 0.0168581 -0.0137438 -0.074173 -0.13245 -0.000286979
internal_weight=275.687 1.38596 274.301 271.897 2.14698 269.75 262.132 258.012 253.428 243.474 11.2673 8.35832 232.207 9.33443 222.872 46.4581 17.4444 5.12561 176.414 9.82719 12.3188 9.30268 6.00132 4.01972 29.0137 19.362 11.5336 7.18656 5.08456 166.587
internal_count=2900 96 2804 2754 47 2707 2645 2520 2492 2401 93 70 2308 53 2255 285 130 40 1970 85 90 54 66 48 155 117 87 69 50 1885
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=15 10 5 5 3 10 12 5 6 5 17 5 12 0 0 3 10 19 19 8 8 0 6 2 13 5 5 5 6 16
split_gain=0.635051 0.839712 0.634933 3.49467 2.57762 2.6232 2.16508 1.63635 1.13087 1.49271 1.6073 1.18423 0.928829 2.27065 2.02621 1.89548 1.26968 1.48386 1.0288 1.2209 1.77698 1.24297 1.14386 3.66141 1.64667 1.67583 5.8971 1.75134 4.07036 1.86885
threshold=51.067537391750008 61.917879202350001 25.763052016400003 24.779543538450003 101.23926781830001 57.729261435100007 281.66997808940005 28.372909273050002 16.455384477450004 30.690160697650004 171.56914438675003 36.806659819600007 66.834523482800009 84.280473931450004 85.40693788805001 93.964300117300013 61.614083433650009 13.351077205700003 14.651182102100002 8.8430989333000021 8.7431769115000026 87.568458224950021 16.535386346650004 164.41964690330002 117.64961624655002 24.301614351200005 23.721757872050002 23.151456684850004 16.455384477450004 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=2 -2 3 12 -4 7 -5 -6 -9 -10 11 -11 -1 16 -15 18 -14 -18 19 20 22 -21 24 -24 25 26 27 28 -16 -30
right_child=1 -3 4 6 5 -7 -8 8 9 10 -12 -13 13 14 15 -17 17 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.048555679063417928 0.019642557973647893 -0.1154610870407298 0.063885523596831154 -0.14589115199883584 -0.091621094954139726 -0.12186375871972932 -0.015523945404940407 0.096439793041250443 0.050094771316367442 -0.15074651899080327 0.032930221292930384 -0.0013094203993291957 -0.15645482533783253 0.053869991131832363 0.0012514420230221646 -0.072825504557001666 -0.10849948303231763 0.10421450103320047 0.039294036423164709 -0.087357559328305759 0.047656003408273861 -0.0026216297871587738 0.0019837076205229411 -0.12374962570635201 0.043978237549716248 0.073592326668468031 -0.14441544998263531 0.047438991337157232 -0.10630073139172994 -0.011273344320397416
leaf_weight=3.9743941831402472 0.80053777247667213 1.0815935782156882 7.5079617192968753 2.6412040938157579 1.4338136501610268 1.7959188513923425 2.4608046058565378 1.7180301696062077 4.0717540134210122 1.3647725244518372 1.8739136252552269 0.8672976349480449 1.4150202618911856 6.9994147918187073 164.57229595188983 3.5912268729880443 0.79726196080446221 0.55710577964782715 6.6021516993641844 3.2330420743674031 7.726960375905036 3.7264123600907624 8.7542180065065605 3.1492200829088679 8.3939211629331094 2.9407614879310122 2.8820449514314523 7.3903429210185996 5.273799389600752 3.4062252715229988
leaf_count=20 6 38 58 65 56 59 22 6 57 44 14 15 35 35 1932 34 46 4 29 25 38 27 38 25 35 18 29 34 40 16
internal_value=-0.000110208 -0.0579967 0.000291642 -0.00109727 0.0171529 -0.00957883 -0.0830123 0.00822012 0.0226863 0.00719167 -0.0353538 -0.0926809 0.00060589 -0.000183515 0.00086124 -0.000740495 -0.0902115 -0.0210017 0.000394659 -0.000765063 0.000572416 -0.041986 -0.00118715 -0.0312808 0.000651189 -0.00129922 -0.00249927 -0.000235078 -0.00226869 -0.06901
internal_weight=273.003 1.88213 271.121 250.488 20.6335 13.1255 5.10201 11.3296 9.89577 8.17774 4.10598 2.23207 245.386 241.411 238.642 231.643 2.76939 1.35437 228.051 221.449 214.49 6.95945 206.763 11.9034 194.859 186.465 183.525 180.643 173.252 8.68002
internal_count=2900 44 2856 2547 309 251 87 192 136 130 73 59 2460 2440 2355 2320 85 50 2286 2257 2205 52 2167 63 2104 2069 2051 2022 1988 56
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=13 13 12 5 16 19 6 5 19 16 6 6 5 2 9 9 17 6 17 18 7 14 3 10 0 5 13 18 8 9
split_gain=0.610095 3.09948 2.38101 3.43177 1.7433 1.78464 1.73375 2.15557 2.40343 2.21077 1.76242 3.56818 1.75596 1.71394 1.69166 2.24781 1.79631 2.95816 2.83879 1.65839 2.41399 1.94547 2.93344 1.61722 1.61171 2.0261 1.91827 1.51737 1.50011 1.61267
threshold=95.99139754765001 96.429616222950017 216.11788648010003 2.7861270712500006 12.644970430600003 11.350915826550002 6.9451622726000011 13.361597395450001 12.050972309250001 16.514961380800003 13.665319288000001 13.775321858200002 20.837651832150005 187.77144079505004 188.14427954665004 201.78065190905002 199.41622983390002 12.26528657645 202.35178250205004 14.708525021850003 21.725272673150005 315.57679249195007 70.077349628250019 77.898074329750017 97.835679825150024 16.222050829800004 104.02719889955002 13.987466292050001 2.6479335789000005 38.559541491950007
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 8 -8 13 12 -12 14 -10 -9 -16 17 -17 -18 -4 -21 -22 28 -20 25 -13 -27 -6 29 -23
right_child=1 4 19 -5 6 -7 7 10 9 -11 11 24 -14 -15 15 16 18 -19 23 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.038846151035356991 0.0990897863284778 -0.11762418905355448 -0.090592796023938119 -0.10850613343481373 0.011072682357665203 0.044580139271743417 0.10329074987867595 0.028175488719077536 -0.12056377004031323 0.055280072741342626 0.079777238326648514 0.088987683713596916 -0.10279979575548999 0.021728544869451704 -0.12008779259564908 0.026429944972037336 0.096986490697421782 -0.1380830144372357 0.0012722535545143009 0.10891166614816475 0.090929940545715071 -0.027569875643117615 -0.090235020210137906 -0.11841634633041352 -0.074902183389348884 -0.07836171943389568 0.0019033759360353429 -0.1132210598084029 -0.10538440134954236 0.079280166555576362
leaf_weight=2.2953250737627995 3.2031380645930758 2.3940361388958986 1.608813705388459 5.0754100884078071 1.6377888000570227 0.94647148344665755 4.2936900034546843 6.1945161297917428 1.727618202567099 4.6684943381696939 5.8840749040246001 2.6304214820265761 2.6141698481515041 1.659792862832546 2.5190937817096701 1.8933877963572729 2.597870856523512 2.585599023848772 4.6704060914926231 2.3650147439911953 1.9300301382318128 2.2969549295958114 3.680120577570051 1.4887837008573113 2.777153141796588 3.0262212227098635 185.05382836400531 2.4536095284856856 0.8295198919950052 3.6684557150583714
leaf_count=77 22 68 39 297 20 19 19 42 30 31 33 11 37 11 42 16 10 38 55 14 20 128 106 28 31 29 1419 105 65 38
internal_value=-0.000111055 0.00136136 -0.0154194 -0.0626191 7.69254e-05 -0.0716666 0.00107394 0.00219149 0.0428637 0.010657 -5.1504e-05 0.00306243 -0.0253257 -0.0508422 -0.0160987 -0.0335061 -0.0170278 -0.068539 0.00931865 0.00582109 0.0163228 -0.00132911 -0.0183279 -0.0276586 0.000729491 0.00183085 0.000611905 -0.0634662 0.0206169 0.038138
internal_weight=270.67 246.92 23.7496 7.37074 243.717 3.34051 240.377 236.285 12.3496 8.05591 223.936 199.372 24.5638 3.38741 21.9497 15.7551 13.236 4.47899 8.75706 16.3789 14.7701 12.4051 10.4751 6.15919 193.488 190.71 188.08 4.0914 6.79493 5.96541
internal_count=2900 2116 784 374 2094 87 2007 1882 91 72 1791 1523 268 41 231 189 147 54 93 410 371 357 337 83 1490 1459 1448 125 231 166
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=17 9 18 18 2 13 5 7 0 6 19 17 17 16 3 17 17 2 17 17 12 8 8 10 18 6 17 8 6 7
split_gain=0.632286 0.815792 0.676578 0.867722 1.10517 0.961135 3.13365 1.06151 2.17069 1.18704 0.996614 0.811365 1.43429 1.66959 1.40472 1.3733 1.3626 2.89242 2.27429 1.56554 1.97389 2.72106 1.92575 1.52726 1.30099 1.30052 1.2456 2.89145 4.46869 2.25419
threshold=157.96759137085004 43.506455664950003 11.257534840550003 11.639306137250001 103.98563613345001 119.04223755815001 32.00428233840001 19.152455927400002 80.828493691950015 18.155424198600006 13.351077205700003 162.59969366065002 174.35320691475002 11.599972874200001 87.114108800950007 171.87233581170003 179.88087463185005 45.36220315740001 177.12746680985003 180.67147619190004 90.17221166855002 8.2435668022500028 8.9430209551500024 64.321360770950022 14.732667293750003 13.665319288000001 184.59783591905003 8.6432548896500023 13.825323026450002 22.446731871300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 -7 10 -9 11 -5 -10 13 -13 -15 -16 17 -14 24 -18 21 -21 26 -24 -19 -20 27 28 -22 -30
right_child=2 -3 3 5 -6 6 -8 8 9 -11 -12 12 16 14 15 -17 19 18 25 20 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.06450359884714825 0.054631112550184435 -0.12158091511572466 0.03486739569199291 0.0019776436288557043 -0.12341475038343708 -0.098031881309949775 0.074735967400486047 -0.1100920837619756 -0.077797494643752851 0.06331435442493269 0.073122967358914756 -0.062953179948199975 0.086397162568014607 0.071798574665699125 -0.044318105986356354 0.069342798679109904 0.067894399625223437 -0.068527813415602337 -0.068357843886912573 -0.1339920215171482 0.0098773665597183813 -0.013405362573970828 -0.12019928254529613 -0.0097283767556774533 0.048543938083336874 -0.21183192871440079 0.0044537252570370943 0.063417873239678998 -0.047412476976512435 -0.19234797060498937
leaf_weight=0.32055369287263491 2.2650141180492929 0.88885635125916451 0.68445342965423961 3.9755493381526312 1.2408645804971454 3.3421575445681801 1.5306573025882242 1.7805422593373794 1.3348967605270434 2.9928607661277047 3.9009501300752163 1.6254738420248021 1.4367552995681752 7.4046783996745926 2.684955888427794 1.7597409402951596 3.3428648310946292 2.4618294793181121 1.192077631945722 2.5469563584774715 4.9659794057952222 7.0538350865244865 2.2982390318065873 2.7476434893906116 1.5449036266654728 1.3441815152764318 191.30447195214219 2.6483893916010848 1.9094828264787791 2.4499359992332757
leaf_count=26 50 70 4 41 43 66 7 111 46 16 19 84 5 48 37 11 21 34 38 38 85 43 22 23 25 13 1815 13 15 31
internal_value=-0.000117963 -0.0722593 0.000210323 -0.000257462 -0.0671452 0.000234854 -0.0437617 0.00107 -7.40877e-05 0.000718835 0.0372134 -4.87702e-05 0.000378823 0.0320857 0.0451229 0.000682432 -0.00148486 -0.0420821 -0.0702945 -2.07712e-05 -0.00106256 -0.0453953 0.000980555 -0.0600444 -0.0233877 -0.144397 0.00249535 -0.0287935 -0.0549813 -0.128864
internal_weight=266.98 1.20941 265.77 263.505 1.92532 261.58 4.87281 256.707 248.831 247.05 7.8765 244.057 242.722 13.4748 11.8494 4.4447 229.248 7.97975 6.54299 221.268 217.925 9.60079 208.324 5.04588 4.00673 2.53626 203.278 11.9738 9.3254 4.35942
internal_count=2900 96 2804 2754 47 2707 73 2634 2574 2463 60 2447 2401 180 96 48 2221 115 110 2106 2085 81 2004 45 59 51 1959 144 131 46
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=2 18 10 3 2 17 17 6 17 9 7 9 17 7 7 10 2 12 17 7 9 9 9 9 12 9 3 0 8 17
split_gain=0.601049 3.00193 2.87207 1.54218 1.22237 1.36005 2.54629 1.56215 2.64215 1.32811 1.18017 1.13037 1.54918 1.30699 1.08441 2.31983 1.97255 1.02397 1.18306 1.01263 0.896091 3.35509 1.71192 1.04082 1.72292 2.12111 2.14038 5.10474 2.73727 1.63948
threshold=325.75432260090003 13.954623666350001 64.434276012450013 70.523633677900008 309.73785348360008 208.12573104970002 209.52161856205001 8.0101871567500016 242.64190980425005 208.96517297070002 22.426784932800004 216.74970536510003 212.86611723275004 27.698174638300006 25.138824731100005 73.865387134100004 201.25557642380002 323.71033162625002 207.35596244665001 24.550696209100003 219.38617924735004 215.80505313260002 223.24918598180003 207.37918994975004 98.183360147100004 214.22994816675003 91.512426302350022 91.144107538500023 8.4434108459500017 204.75389752000004
decision_type=2 2 2 2 2 2 2 2 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 17 -7 -8 9 14 -5 -11 -13 -14 -9 -16 -17 18 20 -6 21 23 -22 29 -25 26 27 -26 -29 -1
right_child=1 2 3 10 19 6 7 8 -10 11 -12 12 13 -15 15 16 -18 -19 -20 -21 22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.001606844369099405 -0.13228600554183553 0.063755484900772971 0.025181649861362662 0.024755386574635264 0.069376622453685963 -0.13815034054911135 -0.10774132922760855 -0.05640494089364792 0.098471957302675134 -0.10296881485020824 -0.10473443218863193 0.066261738279520949 -0.10379484542149482 0.021479559754299292 0.11688548564174417 -0.10275706793051305 0.061855744131640203 -0.069377275781926623 0.079429503436450444 -0.012888692858786044 -0.093376972430011904 0.071998485980860644 0.0096588330100584388 0.041635021675517921 0.069029241231285288 0.045484836855553171 -0.13241123662470594 -0.035727823024609966 -0.15251625188188095 0.055525638627756994
leaf_weight=178.90781583392527 2.0460346650797865 4.2505790041759592 2.2339641297003254 0.89132734807208169 4.6123978295363477 1.8166856802999998 1.6160971188219289 1.7164518218487517 2.1561286938376716 2.5665075490251184 3.3460559295490384 1.4381728172302244 2.2180500272661452 1.3335041450336573 2.0637351423501968 1.478349893819541 1.4341220585629342 1.9921124621760089 1.988275947049259 2.2148037175647914 2.8161279432242727 6.8351612447295329 3.7728922265814617 3.8867390258237746 3.7627914249897065 3.0337428241036823 2.4178781467489889 7.4260529988678154 2.7500510271638632 5.8228376782499245
leaf_count=1823 49 27 62 8 32 34 104 15 17 43 85 10 32 19 7 32 12 21 14 45 42 56 43 30 19 24 29 96 26 44
internal_value=-0.000119693 -0.021287 -0.000105344 -0.0420511 0.000952449 -0.000209401 -0.0253117 -0.0139366 -0.00469571 -0.0203069 -0.0774964 -0.0490394 -0.0213004 -0.056758 0.012133 0.0357739 -0.0217005 0.00199977 0.0026362 0.042689 0.00194666 0.00306071 -0.0343784 0.000795411 -0.0191321 -0.0313125 -0.0455564 -0.0304903 -0.0672894 0.0033064
internal_weight=264.845 12.768 10.7219 6.47135 252.077 245.25 19.8378 18.0211 16.405 14.2489 4.23738 7.55623 4.98973 3.55155 6.69266 4.97621 2.91247 225.412 223.42 6.8272 221.432 214.843 6.58902 208.008 23.2773 19.3905 16.3568 13.9389 10.1761 184.731
internal_count=2900 231 182 155 2669 2592 325 291 187 170 93 104 61 51 66 51 44 2267 2246 77 2232 2147 85 2091 224 194 170 141 122 1867
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=6 13 3 6 9 17 16 2 9 9 10 15 9 13 18 15 19 13 16 5 0 3 17 18 16 10 7 10 10 0
split_gain=0.565151 1.65066 1.14484 1.81578 0.938562 3.02041 1.72951 1.77049 1.32754 1.42893 0.925362 0.960024 1.12351 1.96104 3.19983 1.29201 0.801867 2.18064 1.13222 0.746003 4.01372 1.4994 1.88009 1.7422 2.63726 1.68637 1.15869 1.38243 1.59242 1.41996
threshold=10.715250360100002 107.54907905045002 76.884525614550014 11.175261108200003 74.362486003100017 239.21206428850002 17.924958083650004 206.83709544035003 58.059373288650008 52.394053035900008 93.985807782350022 6.9561856507500011 38.136666659400014 96.209162656250015 16.118666550000004 16.353133686700001 13.051052998800001 90.423600759500019 15.259964315550002 15.299679811400003 99.378854792050006 81.266712367200014 211.47438991805004 17.267778657600005 12.644970430600003 78.220689305400015 26.005367513800003 75.645146416450004 75.465019721650009 96.811377277450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 8 -6 7 -7 9 10 11 -1 13 14 15 -13 17 -14 -19 21 26 22 23 24 -5 -26 27 28 29 -21
right_child=2 -3 3 19 5 6 -8 -9 -10 -11 -12 12 16 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.08949705131655572 -0.073256541833108479 -0.14348522754427859 0.06996013469393815 -0.11925406795704019 -0.11239342098804948 0.052371941059350724 0.11246390993285121 -0.11428516970298375 0.052913865911874296 -0.11826281134814343 -0.10253189704888642 -0.048485138849761078 0.058470414545150728 -0.12334266186159965 -0.097866709952246528 0.074499959478763145 0.067310718336163075 -0.12137217416663477 0.0053401931661517851 0.0014612057873589707 -0.11867538800745688 0.081373910267125885 -0.085424909741733279 0.090193740333518985 -0.034379953247418084 0.065225805551763619 0.043978387506805029 -0.059328281809093011 0.068495952996932161 -0.044132117493183812
leaf_weight=1.1626649466343391 2.0231846435926846 0.93349277414381404 3.8985877567902198 1.5363749824464337 3.2081816187128416 1.3055403721518821 1.3069587424397466 1.245666953967884 4.0587181169539681 1.1441921866498876 0.89594186726026137 1.1383623785804973 3.1396836228668672 1.7769226795062421 2.451439400552772 3.4219773709774017 2.6319807134568691 1.5181321515701713 1.3168363207951186 183.8355915871216 2.8354376305360338 3.3412746936082831 1.9081464502960432 2.8091620877385131 2.8374905418604612 4.239128926768899 6.1203499175608149 3.8766635898500672 3.4317454993724814 7.0944202300161114
leaf_count=13 62 11 22 38 187 17 6 46 33 30 160 31 46 71 119 39 24 44 28 1522 63 15 33 16 35 21 58 33 16 61
internal_value=-0.000114042 -0.0124236 0.00163535 0.0023006 -0.00856691 -0.0406972 0.0189204 -0.029001 0.000641228 -0.00965873 -0.00327113 0.00152097 -0.00435915 -0.0295085 -0.00572904 0.0438001 0.0213222 0.00106312 -0.0625146 0.00112232 -0.000515163 0.0214729 0.00645855 0.0218083 -0.000495897 0.0252872 0.00112429 -0.000198777 0.000980597 -0.000232913
internal_weight=262.444 32.6567 229.788 227.764 31.7232 7.06635 3.85817 2.55121 24.6569 20.5981 19.4539 18.558 17.3953 8.7887 7.01178 4.56034 8.60663 5.97465 2.83497 223.866 207.194 16.6716 13.3303 11.4222 8.61299 7.07662 204.359 198.238 194.362 190.93
internal_count=2900 905 1995 1933 894 256 69 63 638 605 575 415 402 260 189 70 142 118 72 1911 1753 158 143 110 94 56 1690 1632 1599 1583
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=15 7 10 2 15 6 17 13 6 12 10 8 17 18 13 0 15 6 12 10 17 19 7 17 9 8 13 6 15 0
split_gain=0.571507 2.64712 1.64294 1.56263 0.875823 2.5759 5.11961 1.36023 2.5839 1.66733 1.71674 2.00427 1.10893 2.36857 0.852535 1.92166 1.72174 0.971643 4.05868 3.16627 3.63549 3.25413 3.13429 3.42368 3.06738 2.05261 2.60308 1.32501 3.50074 2.6844
threshold=46.574831689400007 23.539316666200005 58.549241164900003 287.56973319225006 42.80317728375001 16.405383309150004 203.93111730270002 117.68187774410002 16.505385645700006 110.21237456535 61.614083433650009 10.242007239150002 199.01194954300004 13.3584252364 117.62810858150002 86.103248543850015 42.133814420300006 16.455384477450004 216.90516601515003 64.654729579150015 179.3150319858 14.351157895250003 22.343045670750005 168.45154159730004 66.290220196950017 8.4434108459500017 116.43981008785001 14.815346158200002 38.469938489650012 86.280686780500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 6 -6 14 -9 -10 11 -11 13 -7 16 -16 17 27 19 21 -21 22 23 -19 -20 -23 -27 28 -1 -29
right_child=1 3 -4 -5 5 12 -8 8 9 10 -12 -13 -14 -15 15 -17 -18 18 24 20 -22 25 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00124157502834001 0.040284104253209434 0.067447572762122765 -0.12455580361133489 -0.036141337696087177 -0.10830608833849996 0.056232223757645652 0.073235151357589026 -0.1403695418965421 0.031251058830735062 -0.13674576783213277 0.017345065631281732 0.014422096682145256 0.088868687956783432 -0.029706811148150877 -0.012956023729165565 0.077440664920322519 -0.084536255521769882 -0.11796046254983808 0.0111061655275277 0.035347321375027059 -0.19456527346900354 0.081757484426981886 -0.104592361204499 0.067915674923531774 -0.14283375028980691 0.063899588601172883 -0.036769795582261608 -0.031673065951854699 -0.15543626035009683 0.023753929885658488
leaf_weight=100.66540017077932 0.76216842979192589 3.0355004109442234 2.925398217397742 2.7990158442407846 3.8531282558105913 9.1688927002251166 2.6027073040604591 1.8952408358454693 4.7054866040125471 2.700977499596775 2.5495393425226212 1.2988464310765264 3.5267322883009902 4.9322082474827758 4.9265863751061243 4.4993435144424438 2.4130667857825747 1.3786424729041806 1.9491083770990361 1.1718699997290962 1.6648424225859342 6.4649556595832136 3.8872394496574998 3.5236553957220167 3.853411384858191 4.7892718538641912 5.539517480880022 10.420061355689539 1.4942377507686604 54.124046917073429
leaf_count=1635 4 16 83 29 38 53 18 14 32 76 12 9 11 34 26 16 17 88 13 29 16 22 27 50 65 20 32 101 29 285
internal_value=-0.000119205 -0.0241644 -0.0904857 0.0177524 0.000796639 0.0189247 -0.0351167 -0.0011359 -0.0323478 -0.0141576 -0.0467821 -0.0876576 0.0387162 0.0261729 0.000793171 0.0301936 -0.000569708 0.000438707 -0.0149093 0.000651535 -0.0995864 0.0117661 -0.0375321 0.0156429 -0.0911242 0.0375678 0.00990877 0.00358949 -0.0034969 0.0148057
internal_weight=259.521 9.52208 3.68757 5.83452 249.999 24.0837 6.45584 225.915 13.1501 11.2548 6.54936 3.99982 17.6278 14.1011 212.765 9.42593 203.339 200.926 34.2225 28.42 2.83671 25.5833 8.78954 4.9023 5.80252 16.7937 10.3288 166.704 102.16 64.5441
internal_count=2900 132 87 45 2768 154 56 2614 143 129 97 85 98 87 2471 42 2429 2412 362 284 45 239 165 138 78 74 52 2050 1664 386
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=9 10 3 10 5 7 15 18 13 19 13 13 4 7 13 9 9 10 8 15 13 0 3 15 15 13 16 5 6 9
split_gain=0.489322 1.54683 3.39856 2.70876 3.19903 3.59372 2.56566 2.52694 2.48747 2.20507 3.26775 4.36117 2.19022 1.83937 2.01426 1.8526 2.643 1.78403 1.83163 1.12896 3.28572 5.44424 3.9941 3.22175 3.35377 2.29775 4.25255 3.66962 2.05479 1.97186
threshold=206.92464388935002 70.284360904350009 82.866344954800013 62.55235532115001 30.133297129900004 24.292705381350004 24.287520732450002 15.7619177074 115.63864956495001 13.451085274650001 112.82921081865001 113.58197909515002 180.93811691895004 25.481538055850002 96.429616222950017 218.96512164950002 220.61915514650005 83.715897724050009 7.1444245619500011 28.566186095050004 109.57886493895002 95.762878606550018 86.130133125200004 27.008040895250005 26.557525034400005 113.96105169155001 20.674951653000004 19.667938474250004 15.365359009150003 202.89977928865002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 6 4 5 -2 7 -3 9 -5 -11 -12 -9 -14 17 -16 -17 -15 -19 23 21 -21 -22 24 29 26 28 -27 -24 -1
right_child=1 2 -4 8 -6 -7 -8 12 -10 10 11 -13 13 14 15 16 -18 18 -20 20 22 -23 25 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00055640164544706796 -0.16097417960366894 -0.14077061617961409 -0.1080161565202753 0.071617248438028816 0.056778828234203431 -0.01268433068955075 0.038309023543059623 0.10773567588459937 0.091062828865305603 -0.095350398651157964 0.098891010994955175 -0.048500762239570248 0.093383054189361728 0.09781484245703459 -0.14770144998089904 0.060210026277419643 -0.11940684889258493 0.11493331699548809 -0.11178811273612749 -0.10717829094129155 0.10039433937281617 0.040955014875545662 -0.05208883029887186 0.057477930988715745 -0.16633049282858492 0.11098332953311961 -0.12900523886842319 -0.00087836718794157367 0.051197182965244552 0.052677604722343889
leaf_weight=60.433223363128491 2.7872007703408617 1.9624499436467946 4.2816159832291296 4.0485562109388438 2.5878138840198517 3.9507909379899502 7.1415717722848049 1.2368838116526593 4.7102707326412192 3.4670633636414996 3.786705441772936 4.2726108878850937 1.029881179332732 1.4510110337287172 2.5111637255176902 1.5686032921075823 1.7148057036101816 0.4870593063533305 1.3275743132689966 7.2021618378348631 3.9154149033129206 3.7848456334322691 3.9090760834515077 12.709325547679326 1.1540963330771763 3.0306309647858134 3.9314852654933929 90.69641348416917 3.7970462068915367 7.8636309831636018
leaf_count=1259 44 25 89 33 12 26 86 9 25 33 19 31 6 9 39 11 31 8 102 114 14 29 22 91 22 12 26 583 19 71
internal_value=-0.000109561 -0.00853673 -0.0270079 0.00687886 -0.0377284 -0.0740251 -0.0100314 -0.036009 0.0273863 0.00812888 -0.0141709 0.0207519 -0.0178586 -0.0332544 -0.0476494 -0.0830461 -0.0335974 0.0151586 -0.0509346 0.00215196 -0.00402055 -0.0561488 0.00122041 0.0111874 0.00271632 -0.00246495 -0.0443737 0.00273864 -0.0011966 0.00557291
internal_weight=256.751 54.3236 24.7126 29.611 9.32581 6.73799 20.431 13.2894 20.2852 15.5749 11.5264 8.05932 11.327 10.0901 9.06022 5.79457 3.28341 3.26564 1.81463 202.427 120.267 10.987 109.28 82.1603 69.451 105.365 11.6376 93.727 7.70612 68.2969
internal_count=2900 638 415 223 82 70 326 240 141 116 83 50 215 206 200 81 42 119 110 2262 819 143 676 1443 1352 662 67 595 41 1330
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=7 13 13 17 10 7 18 15 15 16 19 0 9 9 18 18 6 6 12 10 4 18 12 7 4 13 16 19 5 15
split_gain=0.481016 1.12982 1.66144 1.23561 1.02862 1.14129 0.893249 0.9762 2.36187 1.65275 1.5103 1.31473 2.52416 1.83699 1.23977 2.16199 1.23882 3.45216 1.96181 3.58863 2.41613 2.37028 2.82103 2.06281 1.22309 0.938074 2.70322 2.42578 2.16821 2.38411
threshold=26.752366550650006 81.98184222990001 92.284013785800013 242.64190980425005 91.28659581940002 27.952168727600004 16.915500282450004 16.184173705350002 17.382777826050003 14.479966139550003 11.850956171350001 102.11570516885001 66.750324551100007 42.180264960000009 15.078943968800003 14.708525021850003 13.665319288000001 13.775321858200002 212.36614019295004 72.496961945650014 181.76113425110003 14.777583298400002 250.35852345740003 21.841300704500004 281.32428032805007 103.02440401690002 15.444963882950001 12.651020723000002 16.892865140250006 28.566186095050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 7 14 -9 11 -11 12 -10 -13 15 -1 18 -18 19 23 -21 -20 -23 -12 -22 -19 -27 -28 -29 -30
right_child=1 2 3 -5 5 -7 -8 8 9 10 16 13 -14 -15 -16 -17 17 25 21 20 24 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.06975307418305543 0.071554852674032249 -0.10823696440407615 -0.033832367408872632 0.04932714768017845 0.085032228203623814 -0.10309614353224426 0.037163710674284464 0.066486715185866477 -0.0097031544671579133 0.083565890759602052 -0.016472855006366204 -0.11447862674463261 -0.13753389529229851 0.051123371305652893 -0.10276748478358633 0.077251163468523953 0.083331459695801899 0.061326072894410381 -0.14220580357756646 0.038391864779513819 -0.11385121316176031 -0.12586687378488737 0.044293141135344091 0.082333733322861702 0.026159061144249263 -0.078651709671564304 0.067748289815438109 -0.07700974717016193 0.032189013286732168 -0.0032865207073063795
leaf_weight=2.3643231086898586 2.3442191351205106 2.3042869858909389 7.4391128530260158 2.3515089680440724 0.49906858731992521 0.91128812730312347 6.6494545047171405 5.3859220915473989 3.361727000679819 2.2094930177554479 3.6610486065037566 0.90391232585534487 2.8579128596466035 2.5868058195337653 2.0520338987698779 1.7343066288158295 5.2158520333468905 2.5251730512827626 2.5802156412973991 1.9430419504642475 4.2245968305505812 1.5675305607728658 2.5744561480823904 4.9968114662915468 0.73205063212662924 4.2707058363594106 5.4166548831854007 3.6003650538623324 21.85576053254772 142.18665904947557
leaf_count=93 25 182 145 20 10 179 111 57 36 22 36 38 70 27 81 15 32 15 53 21 129 30 43 26 9 36 59 37 247 1016
internal_value=-9.69297e-05 -0.0169641 -0.0318397 -0.0138591 0.0309561 -0.0365251 0.0010289 -1.21295e-05 0.00106395 -0.000543018 0.00132584 -0.0408751 -0.0684411 0.00824117 -0.0393167 -0.00754925 0.000449506 0.00313137 -0.021828 -0.00232238 -0.0561226 -0.0669708 -0.0201037 0.0405525 -0.093173 0.00080555 -5.62592e-05 0.00188329 -0.000244849 0.00143997
internal_weight=253.306 15.8495 12.0949 9.79062 3.75458 1.41036 237.457 230.807 224.657 219.271 209.56 9.71036 6.21964 3.49072 6.15066 4.09863 207.351 185.071 22.2798 15.5575 6.89969 6.7222 4.14199 8.65786 4.95665 179.855 177.33 173.059 167.643 164.042
internal_count=2900 561 347 165 214 189 2339 2228 2039 1982 1811 171 106 65 189 108 1789 1442 347 221 159 126 73 62 138 1410 1395 1359 1300 1263
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=3 4 7 7 4 8 8 0 10 18 4 19 6 6 13 13 13 3 13 16 13 13 8 4 0 5 15 14 15 16
split_gain=0.518628 1.67243 0.685039 3.00029 3.82555 1.64569 1.3776 1.87609 1.32575 1.30114 2.84211 2.35058 2.57213 2.85146 1.18709 2.6354 2.12965 1.61065 1.80817 1.80777 1.46713 1.88732 1.7991 1.45435 1.36105 1.58857 3.68792 3.58337 2.85817 2.68265
threshold=108.48197402175002 159.66984649465005 20.778835947700006 21.725272673150005 301.91036987065007 9.5425530862500008 9.0429429770000009 86.950112854950021 72.953999827850012 14.163996107200001 375.86663358980007 13.351077205700003 13.475314848550001 15.545363214900002 95.99139754765001 92.692659421600013 96.429616222950017 75.559115756250023 92.138837046750012 13.039969506900002 98.238948544700023 99.739108181550009 6.9445805182500004 280.33545882855009 98.615332683000005 16.222050829800004 23.969938375100003 162.85769004780002 24.673905035600004 16.064962433100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -8 -6 10 11 12 -1 -14 15 17 -16 18 19 23 22 -22 -18 -5 25 29 27 -27 -28 -23
right_child=1 -3 3 5 8 -7 7 -9 -10 -11 -12 -13 13 -15 16 -17 20 -19 -20 -21 21 24 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.12343854768622896 0.090576459459152867 -0.10634713652357897 -0.10923751668603728 -0.10336237359604186 -0.041509474367126528 0.067543878752409525 -0.12830687074007249 0.0054937395625800755 0.082394766936464192 0.09454426707504765 -0.12570962071586478 0.059815017394519332 0.070751244837153171 -0.061829848332968944 0.096511824545360059 -0.10259770728269219 0.011746943130819597 -0.11163900153321848 0.089814456070829274 -0.11612968465657199 0.053169007489471745 0.082057954534139499 -0.12115982986117423 0.021236351698198583 -0.031796578458060665 0.017586400141985578 0.098964823912178326 -0.15479807574930862 0.001980695111875029 -0.022863430379527094
leaf_weight=1.7555580991320399 0.6059902047272766 1.495828292914666 5.5514633811544609 1.0678335579577849 1.6181804679799827 3.6641370686702421 1.9571024868637312 2.2558593186549842 1.8517524786293504 2.0035409966949365 1.4289924094919104 8.069181814324109 3.7094046915881336 2.8829923290759325 2.4205083842389277 3.4285870539024463 1.9632100174203504 1.270243803039192 2.1551519036293021 1.409583914792164 7.3258383027277878 6.33922630548477 2.116558522451669 7.6335669140098616 11.564745423384009 2.0551418364047995 3.1011068094521752 2.9179918840527534 150.97963777661789 3.9586450639180839
leaf_count=37 8 119 96 126 38 23 34 18 10 22 27 50 32 101 18 134 35 52 21 59 66 29 57 335 173 9 11 33 1031 96
internal_value=-0.000105358 -0.0495707 0.000313096 -0.00123417 -0.0577542 0.00108789 -3.98588e-05 -0.0566624 0.0246128 0.0181328 0.00955426 0.021328 -0.0158738 0.0127708 0.00108693 -0.0242835 0.00329707 -0.00444758 0.00665283 -0.011073 0.00212389 0.00340971 -0.0572043 0.00594563 0.00139481 0.0036614 0.001197 -0.0835604 0.00393265 0.0417247
internal_weight=250.558 2.10182 248.456 228.606 9.0214 219.585 215.921 4.21296 3.46993 19.8497 17.8461 16.4171 8.34796 6.5924 211.708 16.965 194.743 13.5364 12.2661 10.111 192.322 188.242 4.07977 8.7014 180.916 169.352 159.054 4.97313 154.081 10.2979
internal_count=2900 127 2773 2504 144 2360 2337 52 48 269 247 220 170 133 2285 727 1558 593 541 520 1540 1448 92 461 1382 1209 1084 42 1042 125
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=19 13 3 16 7 3 6 8 19 8 18 18 8 5 16 18 18 17 5 6 6 9 17 17 10 10 16 3 7 16
split_gain=0.472298 0.833268 0.46673 1.54232 0.596364 1.21391 2.16193 1.04109 0.986903 0.970128 1.1454 2.15984 1.66555 2.15036 1.2236 2.00987 1.18205 1.95977 2.22475 2.09073 5.00871 2.28102 3.14779 2.64355 1.89188 4.44394 4.55956 3.68238 4.00474 3.32949
threshold=9.8507947922000021 81.048947258600009 108.48197402175002 21.084950694200003 19.152455927400002 101.23926781830001 22.585527707250005 9.5425530862500008 13.351077205700003 8.8430989333000021 12.903279561150002 12.868666868750003 8.3434888241000014 20.102686929350003 22.694946929300002 13.415872650200003 13.3584252364 191.89151741935004 20.717225865800003 16.395383075500003 16.180378051950004 187.38923140910003 188.07781354100004 189.27091549140002 62.837331883000012 64.321360770950022 21.014950857900004 91.334988065750011 23.124786352450005 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 9 -2 10 11 12 13 -6 16 -16 17 18 -12 20 -20 -21 -23 -24 27 -26 -27 -18 -29 -30
right_child=2 -3 3 -5 5 6 -8 -9 -10 -11 14 -13 -14 -15 15 -17 24 -19 19 21 -22 22 23 -25 25 26 -28 28 29 -31
leaf_value=-0.10768830149839799 -0.0072633296229039071 0.014160797351818289 -0.10538524266125296 0.090407184709104194 0.04556646718469113 -0.10925172647602036 0.041398963663505768 0.053191535824161668 0.062686419221928094 -0.032813462380984773 0.056673671901889877 -0.11892858320867745 0.031112329119921581 -0.11402468554588058 -0.011020551776368934 0.085878201575198709 -0.1247537541335923 0.060988642500353879 0.011866758161829659 0.051409985358899485 -0.15289861299704913 -0.086333171605131084 0.082646146615686422 -0.030916966898143189 0.086212276938190571 0.0019278212266950773 -0.12242151348848059 -0.10947375555233652 -0.03612536141123867 0.033426944171268173
leaf_weight=1.1043310086824925 4.066634639631955 1.1411907199071718 1.3827768425689999 0.56743036396801461 1.2992904779966905 2.6029397328384212 1.502390496432781 3.7230651776771984 4.0018201805651188 8.7276495792902988 6.9257264733314505 2.2039406079566097 4.7908103307709098 2.4109727314207703 4.081373365595935 4.501528836786747 3.2508684471249572 7.8691202001646152 4.8764989168848869 8.1354739936068672 2.9678562553599477 4.2690185869578263 3.6756595554761571 4.6341041107662022 6.1039695739746085 111.84104879957158 3.0285833440721026 3.7800653581507531 13.149357046466323 14.441727358847855
leaf_count=176 42 50 124 3 9 108 7 29 23 91 35 21 26 42 27 26 20 39 49 42 25 47 15 34 38 1534 25 33 82 78
internal_value=-0.000110965 -0.0457637 0.000307782 -0.0484177 0.000699054 -0.000219552 -0.0541195 0.000739654 0.0274306 -0.000120753 0.00118668 -0.0307113 -0.00784055 -0.0581377 0.00283206 0.0398005 0.00123719 0.0158399 0.00582755 -0.0065031 -0.0504711 0.0101473 -0.0165399 0.0193154 -0.00283154 0.00306747 -0.0013507 -0.0234434 -0.012945 0.000279711
internal_weight=247.057 2.24552 244.812 1.95021 242.861 234.793 4.10533 230.688 8.06845 226.965 218.237 10.705 8.50107 3.71026 207.532 8.5829 198.949 43.3535 35.4843 28.5586 7.84436 20.7143 12.5788 8.30976 155.596 120.974 114.87 34.622 31.3711 27.5911
internal_count=2900 226 2674 127 2547 2482 115 2367 65 2338 2247 98 77 51 2149 53 2096 286 247 212 74 138 96 49 1810 1597 1559 213 193 160
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=15 13 7 15 18 16 0 13 9 9 6 5 6 13 13 13 9 7 19 8 10 16 6 4 10 17 13 19 10 5
split_gain=0.509592 2.32122 2.5621 0.793378 0.670457 0.630349 2.62284 1.8948 1.86063 1.77202 3.09156 3.01276 2.1754 1.69735 3.51334 2.88391 2.32312 2.20948 2.10111 3.48498 4.86196 2.74097 2.29814 2.30413 1.54618 2.01879 0.78954 3.22685 1.10374 2.28723
threshold=46.574831689400007 117.61735474900001 23.539316666200005 46.422062705750008 14.073076155300003 22.624947093000003 86.280686780500005 117.55283175385001 186.67271206880002 193.75542554275003 16.635388683200002 28.372909273050002 16.555386813950005 117.38883580790001 117.47217800995001 117.34850893595002 197.6620677562 23.699538637550003 14.451165964200003 8.4434108459500017 62.106071271500007 22.584947186600004 16.435384010100005 159.66984649465005 62.095317438950012 201.18214207610001 115.25151159420001 14.551174033150001 62.837331883000012 21.269675393700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 13 7 -7 -9 12 -11 -12 -10 15 -15 26 18 -18 19 20 21 22 -16 -24 -8 -26 27 -1 29 -28
right_child=1 2 -4 -5 -6 6 24 8 9 10 11 -13 -14 14 16 -17 17 -19 -20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.00036290834268216672 -0.12134206167212713 -0.074684125928114894 0.063219882351268727 0.063473805338409392 -0.011410190652986301 -0.066547567585244161 0.075039685613031148 0.044592620216662271 -0.10724754221606998 0.047113052269796396 -0.15312982983597245 0.013335277848063355 0.0038670525570420056 -0.10496713587730362 0.11347394650807802 0.11847822390970753 -0.10419659699959716 -0.0038971641767972876 0.050760888998716142 0.056941847830763608 0.078510644815312169 -0.19677512919717668 0.085480842567693227 -0.14744056943742606 -0.046270436153172778 0.064137489017985036 -0.094228517146390592 -0.13997935777818779 0.051765288767875978 0.025068876441488759
leaf_weight=135.22704044834245 2.2917699313256876 2.1130231507122517 3.7173823621124029 2.0029642917215815 0.73197837732732285 4.3735135942697516 8.0674780085682851 8.1000515427440423 3.5761516354978111 8.0679191388189775 1.8752240817993868 2.5872802454978228 3.4732117429375648 4.5228034541942206 0.67780030798167556 2.0968478517606846 4.2385142724961025 4.5583574660122395 7.5635160896927109 4.0118564702570438 1.8748085796833036 2.1225788258016109 0.54875577054917846 1.8787693292833862 3.258257918059825 3.3680214881896973 2.0563529282808322 1.6759276892989863 6.8518802709877482 7.356453481130302
leaf_count=2084 65 38 18 11 11 31 37 35 24 35 36 19 19 30 3 7 34 25 36 17 7 17 6 64 21 23 13 13 35 86
internal_value=-7.88053e-05 -0.0236315 0.0132415 0.000804789 -0.0947301 0.000268384 0.0106561 -0.00538143 0.00428304 -0.0123928 0.0101715 -0.0566163 -0.0525015 -0.00232476 -0.0232966 0.00199724 -0.00985241 -0.0522235 0.0101032 -0.0175645 -0.0596482 -0.109194 -0.0493301 -0.0947874 0.0456409 0.00984797 0.000402632 -0.00207205 0.0212325 -0.000993228
internal_weight=244.866 8.85415 5.83041 236.012 3.02375 234.009 46.7471 32.0534 27.6798 19.5798 12.5304 4.4625 7.04936 187.262 31.9978 155.265 27.475 8.79687 18.6781 11.1146 7.10271 5.2279 3.10533 2.42753 14.6938 6.62628 153.168 136.903 16.2647 9.41281
internal_count=2900 132 56 2768 76 2757 280 199 168 133 90 55 43 2477 239 2238 209 59 150 114 97 90 73 70 81 44 2231 2097 134 99
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=2 0 19 18 0 7 3 2 12 17 17 18 0 16 10 6 8 10 10 17 9 9 9 2 13 19 16 5 15 9
split_gain=0.494864 2.2916 3.02862 1.40836 1.24672 1.62871 1.39472 1.02665 1.1608 1.21573 2.01918 1.39155 2.9433 2.49494 1.09241 1.14324 1.75165 1.53189 0.876343 0.863729 0.863826 2.45258 1.29764 0.893389 0.845253 0.819102 0.773831 1.4814 1.22769 1.09898
threshold=325.75432260090003 86.780739992750014 14.351157895250003 14.643918747750002 92.031298721500022 22.426784932800004 69.789684608300021 309.73785348360008 327.98456567570003 208.12573104970002 209.83020864525002 14.481714598550003 96.249489528150022 18.054957779650003 76.220476456350013 8.1951914793500027 7.3442686056500008 77.898074329750017 67.316303128300021 207.35596244665001 219.38617924735004 215.80505313260002 223.24918598180003 297.58713971970008 109.34496908160001 14.051133688400002 11.934972090850001 1.6103415277500004 17.512831095650004 209.18175024895001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -6 -7 8 9 19 -11 -12 -13 14 -14 -16 -17 -18 -9 20 21 23 -22 26 -23 -24 27 -1 -28 -29
right_child=1 2 -4 4 5 6 -8 18 -10 10 11 12 13 -15 15 16 17 -19 -20 -21 22 24 25 -25 -26 -27 28 29 -30 -31
leaf_value=0.07061893450413817 -0.12512225935473983 -0.12685429134227619 0.097678297348032794 0.10767251559779636 0.085858514177423018 0.010598236970175298 -0.11289573029559111 0.00069026082969549324 -0.078906026290530382 -0.11353699728125695 0.11252040391811487 -0.11286569212146423 -0.12843489768314229 0.076144010543585702 -0.10693494487137717 0.10061361735680617 0.064625686184719575 -0.072588137559430305 0.077177624874493311 0.071870084472429374 -0.089979141660972178 0.016626795505283197 0.051230494698294375 0.06292906110371764 0.095924705108044586 -0.049647480496263066 0.039615984533748871 -0.074862041752382744 -0.00016526623719314681 0.053728111639190702
leaf_weight=1.1216467907070171 1.7671260441420589 1.3276423644274453 2.3294680994004011 0.75065770000219334 0.94973395112901915 1.5829326466773639 2.165796356042847 2.7960609383881083 1.8569428799673904 2.2589655661722672 0.84759640693664451 2.6973789939656845 0.95325158163904955 3.3078146576881409 1.0849375232355667 1.4201106820255516 1.1844170615077021 2.5990781965665519 3.2264596151653677 1.7822074383730058 2.5236826380714765 2.1125288952607653 1.7794955023564401 2.31205396039877 3.6958797359839082 1.4696726566180585 8.112531182356177 4.5086545182275586 177.35528853919823 0.77952853508759279
leaf_count=60 45 24 18 5 7 57 75 29 21 42 3 38 28 19 95 11 11 71 48 14 44 30 30 34 26 13 101 289 1593 19
internal_value=-5.89311e-05 -0.0209089 -0.000685637 -0.0344976 -0.0119955 -0.0311145 -0.0607494 0.000919167 -0.000167832 0.000485174 -0.0257657 -0.0116984 -0.0196464 0.00418838 -0.0286786 -0.013557 0.00591205 -0.0296336 0.041667 0.00255353 0.00195317 0.00305396 -0.0361831 0.00113876 0.0670839 0.00560109 0.00039421 -0.0337661 0.0015748 -0.0559066
internal_weight=242.66 10.8734 9.10623 6.77676 5.44912 4.69846 3.74873 231.786 225.764 223.907 16.3536 14.0946 13.247 10.5496 7.2418 6.28854 5.20361 3.7835 6.02252 207.553 205.771 199.998 5.77285 194.19 5.80841 3.24917 191.878 6.40983 185.468 5.28818
internal_count=2900 231 186 168 144 139 132 2669 2592 2571 318 276 273 235 216 188 93 82 77 2253 2239 2152 87 2096 56 43 2062 368 1694 308
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=2 0 19 18 7 10 0 14 5 5 12 3 10 5 12 2 9 9 12 4 8 19 6 16 17 0 15 0 19 19
split_gain=0.429227 2.03956 2.64727 1.18147 1.18046 0.920733 2.06112 0.90633 0.869183 2.08266 2.74459 1.71292 2.40725 1.32271 1.19362 1.73995 1.17222 2.66494 1.53818 4.22064 1.68921 1.41527 2.9866 1.36051 1.49844 1.26543 3.12337 2.00627 1.28502 1.61716
threshold=325.75432260090003 86.780739992750014 14.351157895250003 14.643918747750002 27.894561215200003 84.906884675850009 96.249489528150022 414.62864134155001 26.225713454500006 24.779543538450003 281.66997808940005 101.23926781830001 57.729261435100007 28.372909273050002 329.98224707875005 297.58713971970008 181.61255275325001 187.70546222865002 134.55367207730004 158.04546874885003 7.943800736700001 14.451165964200003 16.425383776450001 22.664946999500003 201.37020668845003 85.716110573100011 40.128253618400009 85.40693788805001 14.651182102100002 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=7 -2 3 -3 5 6 -5 8 9 14 -11 -10 13 -13 15 16 18 21 19 -1 -21 22 -18 24 -20 26 -19 -28 29 -27
right_child=1 2 -4 4 -6 -7 -8 -9 11 10 -12 12 -14 -15 -16 -17 17 25 23 20 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=0.033231442978858133 -0.12270450995165877 -0.11900381303919366 0.094993004123254857 0.059260944857409126 -0.10857836570985213 0.080218135668967058 -0.11290477839445848 0.059190941766547746 0.066386594813772251 -0.13245413698328135 0.011740205426336928 -0.081353358235647003 -0.12674538552157683 0.032860328316426046 -0.070749426982527827 0.075759321979908478 0.057526102550485403 -0.137077710922164 0.0049822894560830125 -0.10162400133523448 -0.27802705662372834 0.078615352585065926 -0.040396923750235014 -0.11982707239834678 -0.10418280000499738 0.0014271442627255008 0.041679497842672504 -0.067256851312673255 0.048570683516535568 -0.047561096293483054
leaf_weight=2.566137587651613 1.6288495587650675 1.2764564277604202 2.1643790123052895 1.4998339808080348 1.0077551995636893 1.341514063067734 1.2964116146322338 2.6309793844120568 5.7376602070871732 2.7594777935883021 2.5305206859484315 1.1747545241378228 1.3430219839792688 7.4088469633134082 2.3530798077117643 3.0569121099542818 8.0842829206958431 2.3450196743942779 20.392426533449914 2.7774715038249274 0.67470920085906971 5.9386113807559004 5.0666863135993472 1.0216739028692234 1.340017870068549 131.56161857402185 4.0643729171715677 2.8946731006726623 5.4157944470643988 7.1023980528116217
leaf_count=19 45 24 18 24 69 13 38 61 65 90 22 49 53 117 27 35 55 48 454 105 5 25 28 6 118 1161 23 34 26 43
internal_value=-5.54473e-05 -0.0201137 -0.000652019 -0.032887 -0.0115239 0.0121139 -0.0205595 0.000834486 0.000159935 -0.00152004 -0.0634774 0.0228909 -0.00225 0.017229 6.59524e-05 0.000881576 -0.000255812 0.00286141 -0.0189417 -0.0638997 -0.136101 0.0380964 0.0197992 -0.00705059 -0.00174881 -0.0015238 -0.0372671 -0.00363348 0.000784346 -0.00108204
internal_weight=240.456 10.2152 8.58635 6.42197 5.14551 4.13776 2.79625 230.241 227.61 211.946 5.29 15.6643 9.92662 8.5836 206.656 204.303 201.246 172.473 28.7724 6.01832 3.45218 19.0896 13.151 22.7541 21.7324 153.384 9.30407 6.95905 144.08 138.664
internal_count=2900 231 186 168 144 75 62 2669 2608 2324 112 284 219 166 2212 2185 2150 1443 707 129 110 108 83 578 572 1335 105 57 1230 1204
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=9 9 0 0 0 17 17 16 9 16 10 16 16 9 6 15 4 8 10 0 15 14 10 0 2 15 13 0 3 15
split_gain=0.416286 1.40295 2.77891 5.41321 2.56902 1.86141 2.2235 1.47302 1.41339 2.33354 1.43247 1.35722 2.09484 1.0836 0.998778 0.942049 0.883959 1.21315 0.842799 0.829329 0.965358 0.798827 0.797609 0.762649 0.706809 0.636975 3.24387 4.81367 3.2607 2.69143
threshold=207.37918994975004 212.35308743945004 88.576630023850015 91.410264893400026 101.99741301110002 203.08534335880003 200.23903127160003 22.644947046300004 223.24918598180003 17.654958715000003 76.220476456350013 18.934955721800005 18.684956306450005 212.89864875025003 15.870370808650001 18.978014882100002 180.93811691895004 8.543332867800002 80.677940036650014 99.20948192980002 24.857400662900002 180.00312032845002 65.966697146800016 93.442739239950015 173.78410684300005 28.566186095050004 109.57886493895002 95.762878606550018 86.130133125200004 27.008040895250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 -2 -4 11 6 13 8 10 -10 14 12 15 -3 23 -5 -15 18 -18 -12 -21 -6 -19 -7 -17 29 27 -27 -28 -1
right_child=1 5 3 4 21 7 -8 -9 9 -11 19 -13 -14 16 -16 24 17 22 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00084096575548428933 -0.12813361780518262 0.07956330602422429 0.10329923399923889 -0.0015376611984166397 0.11521294151825817 -0.2014029588016833 0.091545696295006751 0.07211659136695979 -0.11128195866925124 0.042864371732400028 0.077913691385628342 -0.13461925294852373 0.059694195114651662 -0.058671064367920925 -0.031684786020035438 -0.13659448933779303 -0.083111592753543073 0.0014051011503192976 0.02841706224748719 -0.10920327128700816 0.04905193739850866 -0.0042911326048308239 0.075830623260305541 -0.094308862266474724 -0.04459451373348771 -0.10244357413316421 0.095082342793630439 0.039767512226524353 -0.00066271742922471497 0.052047069676156278
leaf_weight=63.181121013825759 2.5395241570659008 1.7391125126741886 3.054881637915968 1.1985218096524457 0.98543670028448049 1.0879077874124035 3.9934249133802942 1.4279370345175255 1.3171794349327681 3.8603685945272446 0.8055847100913528 2.4698387011885643 1.4204948190599678 2.4279674459248772 1.3680364433676002 2.3398008011281495 1.8748589206952586 3.0873186504468322 1.0610081350896505 0.970776039175689 0.63928808737546206 1.2936673562508074 2.6985816415399313 1.710391975007951 1.2985191815532742 7.1445576776750368 3.6861500125378361 3.5692597096785903 101.48232364817522 12.255624654120764
leaf_count=1361 37 14 19 9 4 10 24 12 60 28 5 24 9 27 14 40 35 33 38 40 9 36 23 35 31 120 14 29 668 92
internal_value=-5.7168e-05 -0.00852506 -0.0318598 -0.0144722 -0.0471606 0.0043574 0.0263472 -0.0237934 -0.0354395 0.00364921 -0.0661877 -0.0718498 -0.0470741 0.00614636 -0.10171 -0.07843 -0.00530507 0.00955097 -0.0428057 -0.00492105 -0.0463668 0.0473799 0.0361177 -0.135944 -0.10376 0.00200849 -0.00264699 -0.0550666 0.00269314 0.00916003
internal_weight=237.989 46.6704 16.6007 14.0612 11.0063 30.0697 16.8823 13.1875 11.7595 5.17755 6.58199 8.72718 6.25734 12.8888 4.16634 4.83684 11.1497 8.72177 2.93587 2.41565 1.61006 2.2791 5.7859 2.7983 3.63832 191.319 115.882 10.7138 105.168 75.4367
internal_count=2900 616 209 172 153 407 194 213 201 88 113 113 89 170 59 80 156 129 73 54 49 40 56 45 71 2284 831 149 682 1453
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=13 17 18 13 17 7 2 2 17 9 5 15 13 18 17 18 6 7 18 17 17 5 13 13 8 13 3 19 5 5
split_gain=0.415661 1.51095 3.34607 1.46351 2.53892 3.94475 2.14932 3.57378 2.77998 2.47604 1.225 2.10208 1.47785 1.59663 1.46718 1.91388 2.27242 2.01691 1.82422 1.40059 2.6302 2.98032 1.17841 0.72515 2.32038 1.40009 1.60666 1.51794 0.866616 1.84741
threshold=117.55283175385001 201.18214207610001 13.601370067700001 117.38883580790001 196.27545234990001 23.974509389900003 180.42199898520002 206.09225218925002 188.94422143290004 195.74493321760002 23.663981639800003 42.670190152050004 117.61735474900001 13.086509421050001 193.63201810280003 13.316069313700003 16.770391837550005 21.725272673150005 11.955585097900002 190.14686213645004 187.98346801990002 21.495293572000005 117.30011668960002 116.67639440335002 8.4434108459500017 115.63864956495001 108.3367972827 14.551174033150001 26.225713454500006 24.437854605800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 10 22 6 -6 8 -8 -5 -10 11 12 13 -2 15 16 -12 18 -18 20 21 -14 23 25 -25 27 -27 28 29 -1
right_child=1 -3 -4 4 5 -7 7 -9 9 -11 14 -13 19 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0003838776227881827 0.064829448185981728 -0.059188472102184933 0.074756972032485644 -0.054350977029302319 -0.17771464414352189 -0.0089311340184227202 -0.18498736176889718 0.023685324810129974 0.081650150783139183 -0.020219074770961354 -0.10731386774717058 0.064867399490347366 0.022951765899849173 -0.0081692932947503762 -0.099024777024117092 0.054663022441751953 0.012645580225371034 0.094793028778777863 -0.13118335462367667 -0.078972443185689301 0.065111254074461819 -0.11023181988696205 0.049297466497168506 0.026878107547457591 -0.099785846538650969 0.067624379399215631 -0.024260559597843762 -0.070317953869183533 0.039728165355126209 -0.1180912380736172
leaf_weight=126.73756833578227 5.5248528756201321 3.2083309767767778 7.219284549355506 4.6550088329240742 2.5060381507500997 3.0946751059964299 1.6359179960563772 1.6470084479078648 5.7600607890635711 4.0733094932511449 2.8534254697151464 6.1445884779095641 3.4851666931062919 6.5465001091361046 2.1583477575331917 3.3447958445176473 2.566265571280383 1.6597233545035122 1.3434762123506514 3.3489097566343835 3.5516734514385462 3.2442668238654733 4.9108718098141244 2.951424197992309 2.8359986171126366 6.1699294121935946 2.751675607287325 3.1409436170943072 5.2771685278275973 1.3475635403301556
leaf_count=1930 23 28 34 37 26 23 20 23 25 24 68 24 17 34 26 19 36 16 39 23 16 27 27 34 22 38 40 24 125 52
internal_value=-5.55664e-05 0.00744949 0.0114841 -0.00240539 -0.025743 -0.0844533 -0.00724017 -0.0802985 0.00931415 0.0394525 0.00150448 0.0123227 -0.000239501 0.025241 -0.0232345 -0.00933362 -0.0347472 0.00243119 -0.0367773 -0.0228062 -0.00451088 -0.0412562 0.00108831 -0.000477362 -0.0351908 0.000904115 0.0392845 -0.00160436 1.39849e-05 -0.00162226
internal_weight=235.695 56.1996 52.9913 179.495 23.372 5.60071 17.7713 3.28293 14.4884 9.83337 45.772 31.846 25.7014 12.0714 13.926 11.7677 8.42289 5.56947 3.90974 13.63 10.2811 6.72943 156.123 151.212 5.78742 145.425 8.92161 136.503 133.362 128.085
internal_count=2900 430 402 2470 178 49 129 43 86 49 368 164 140 57 204 178 159 91 75 83 60 44 2292 2265 56 2209 78 2131 2107 1982
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=19 8 15 15 16 16 18 18 4 19 8 9 13 16 4 6 13 3 0 13 4 18 17 18 12 9 14 13 3 6
split_gain=0.469598 0.973427 0.538783 1.8122 1.69598 3.18455 2.69581 2.06552 1.47805 1.04692 1.5293 2.5456 1.01744 0.933171 0.655605 1.69847 1.26249 1.52371 1.24153 1.0084 0.9632 0.890857 2.52632 2.90677 3.6802 2.15919 2.89817 2.99129 2.1294 1.97117
threshold=14.651182102100002 8.6432548896500023 44.34858359035001 42.670190152050004 22.594947163200004 22.674946976100003 13.415872650200003 13.5308213324 373.81957258215004 14.551174033150001 8.4434108459500017 202.64563922830004 117.68187774410002 22.614947116400003 141.65724256140001 17.765415086100003 117.72489307420001 94.383699585650007 89.057864029250013 117.69263157665002 161.23541642690003 13.278511569200001 187.98346801990002 13.042786209850002 155.27099795600003 193.75542554275003 190.45972832120003 117.60122400020002 93.249170254600017 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=2 -2 3 9 7 8 -7 -4 12 14 -11 -12 -6 -5 -1 16 19 -18 -17 21 -19 22 23 25 -25 26 27 -16 -24 -23
right_child=1 -3 4 13 5 6 -8 -9 -10 10 11 -13 -14 -15 15 18 17 20 -20 -21 -22 29 28 24 -26 -27 -28 -29 -30 -31
leaf_value=0.036939532850699439 0.05010455265505373 -0.015559718817024414 0.099567229694131065 -0.00093862193905569317 -0.13849790692004724 -0.045729569221063089 0.10063282016484701 -0.038180238416850906 -0.02305500921136306 0.0092473273218031567 -0.14629737169553608 -0.00408973700397227 -0.026824779508977714 0.059718265543467597 -0.11860793569075945 -0.11260105189935599 -0.1323352920224741 0.08672321883881888 0.071284729952077228 0.07692640160658272 -0.058576934997089075 -0.0001877161037656284 0.10047731744831234 -0.17092458112862879 0.0090496967442659573 0.083584964563298836 0.027062656421871674 0.024243201585641437 0.01772325469160322 -0.049697671492434287
leaf_weight=4.6464556646533302 5.288283624686299 3.9392895782366395 2.3460979741066721 3.8236338614951801 3.5535349660203774 2.5967009349260479 2.4417993519455194 2.0309357759542763 3.0410518927965313 4.3220706619322282 2.4028664156794548 2.6436823629774153 1.0589824374765155 7.533331785351038 3.5127564596477994 2.1587956947041671 1.5754747726023191 0.7721930444240569 0.44240994006395329 1.742903672158717 1.1149999939370898 127.30475142522482 5.0450527891516677 2.1751529825851312 2.3787047261139378 3.4473186470568171 11.152382332482373 2.5155991017818451 8.104419779381713 8.583735349820925
leaf_count=29 27 34 19 30 78 34 13 28 29 25 17 23 9 37 60 124 12 3 5 7 44 1864 21 22 20 15 148 11 43 69
internal_value=-3.6911e-05 0.0220722 -0.000945787 0.000459718 -0.0180234 -0.0365343 0.0252018 0.0356527 -0.0771765 -0.00179015 -0.0344103 -0.0718006 -0.112859 0.0392965 -0.000153029 -0.00109986 6.32093e-05 -0.0597335 -0.081326 0.00123991 0.00087632 0.000482742 0.0139466 -0.00460482 -0.0769151 0.0113584 -0.00313383 -0.058997 0.0494735 -0.00331514
internal_weight=233.695 9.22757 224.468 207.399 17.0691 12.6921 5.0385 4.37703 7.65357 196.042 9.36862 5.04655 4.61252 11.357 186.673 182.027 179.425 3.46267 2.60121 175.963 1.88719 174.22 38.3314 25.1819 4.55386 20.6281 17.1807 6.02836 13.1495 135.888
internal_count=2900 61 2839 2629 210 163 47 47 116 2562 65 40 87 67 2497 2468 2339 59 129 2280 47 2273 340 276 42 234 219 71 64 1933
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=12 17 7 16 10 2 6 17 17 12 15 13 12 12 8 18 17 7 18 10 15 9 9 6 16 9 3 18 18 5
split_gain=0.429619 1.9109 2.09245 1.66759 2.43438 1.10489 0.780688 0.77813 1.64049 1.0525 1.87398 1.30433 0.968825 0.879176 0.788407 0.724621 0.714797 1.04162 3.34082 1.68828 1.74629 1.49959 3.2539 2.61718 2.28995 3.37697 2.24294 1.37695 1.70473 1.14018
threshold=327.98456567570003 208.75622138895002 26.452067539250002 22.674946976100003 74.986474174450009 297.58713971970008 16.475384944750001 208.12573104970002 209.83020864525002 195.51336019310003 34.279674133750014 98.741690215100007 173.79571344070004 160.67073594290002 8.3434888241000014 19.374260975750001 194.42005702145002 24.785467646950003 14.643918747750002 81.188747081400024 6.130073673350001 202.37225149245003 204.88165762580005 16.565387047600002 19.974953289850003 193.06224578400005 91.512426302350022 13.901940775400002 13.601370067700001 19.861308675400004
decision_type=2 2 2 2 2 2 2 2 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 6 7 -2 16 -9 12 11 15 13 14 -10 -11 -1 18 21 -19 -21 23 -23 24 -18 -26 29 28 -27 -24
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 -12 -13 -14 -15 -16 -17 17 19 -20 20 -22 22 26 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0028707336647956542 -0.12919275836960806 0.070293454221860716 -0.068264301778574288 0.046685207714541904 0.0086380866839172073 0.051898130134899148 -0.037951115979610484 -0.10428600054716326 -0.11068919085182248 -0.10919214325700036 -0.096625080640113548 0.053173278535606487 -0.12431515805471172 0.051573913926348108 0.019080763292039657 0.032836792513570481 0.06518930650676566 0.03371353769793823 -0.080500321092691784 0.11173066162773977 -0.11018816989874956 -0.098702148097369255 0.0011487956786049853 0.10677537972797833 -0.093176823441157797 -0.015744166845963425 -0.04364550599475775 -0.039558615054956281 0.060373216873767205 0.083654558161502038
leaf_weight=123.67085677466821 3.6512651555240137 3.8709084065631023 1.5170728770899584 1.7015253659337757 2.9936515945009887 4.2008942380780345 1.2618381497450171 2.0792615186655885 1.1864715144038194 0.88779546972363987 1.3500404842197893 5.7807102045044303 1.2221688132267443 1.1203070176416074 0.77330605033785094 0.60333857906516641 6.150552721694118 23.218327333685014 4.5580829991959027 0.45581842126557548 1.5966875929152591 3.6261625811457625 3.033377029001711 3.2856895923614493 3.5385459084063795 4.8266896009445173 4.6225361148826778 3.6079671233892432 7.5365234352648258 3.7402120158076286
leaf_count=1546 75 31 58 15 99 66 30 39 42 36 14 55 48 16 10 50 36 204 82 8 106 28 20 11 26 33 38 23 33 22
internal_value=-2.00409e-05 -0.0163889 0.0312803 -0.0431201 -0.0624461 0.00111288 -0.105759 0.000108771 -0.021846 -0.00858292 0.0115755 0.0316633 -0.0489813 -0.019089 -0.0594834 -0.0517248 0.00177687 0.00956543 0.000991971 0.0260286 -0.0609047 0.00944008 -0.0161954 0.0227443 0.0119845 -0.00478862 0.0100576 0.0147945 0.0306564 0.0467065
internal_weight=231.669 14.9963 5.38798 9.60828 7.90675 216.672 4.9131 212.471 15.0034 12.9241 8.62188 7.27184 4.30225 3.08008 1.95978 1.49113 197.468 73.7972 48.5263 25.2708 2.05251 43.9683 15.0223 28.946 25.6603 19.5097 11.3961 15.9712 12.3632 6.77359
internal_count=2900 308 89 219 204 2592 105 2526 310 271 155 141 116 68 52 86 2216 670 352 318 114 270 108 162 151 115 80 89 66 42
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=6 6 0 10 5 5 19 0 12 12 10 3 10 10 7 7 5 6 5 18 0 4 13 3 16 17 10 17 17 16
split_gain=0.42202 2.35719 1.74746 1.41287 1.35468 3.56092 1.35011 3.44794 3.00351 2.17963 2.44014 2.38985 2.24329 1.16412 1.2638 1.95074 1.3482 1.46022 1.66193 1.21803 1.15911 1.15578 1.60118 1.06684 1.37592 1.28457 1.07781 0.861015 0.732921 1.58132
threshold=13.665319288000001 13.775321858200002 97.835679825150024 78.220689305400015 16.579584939650001 16.823764825550004 12.651020723000002 95.897301513100004 219.23896387120001 212.36614019295004 72.496961945650014 79.640195198250012 76.919475570250015 78.433077497700012 24.373474566200006 25.582719811950003 14.515626273450001 11.125259939900001 13.175707186950001 17.140917755100002 95.762878606550018 331.03504650000008 98.238948544700023 75.236500780600025 9.6249774926000011 242.64190980425005 90.988176966900014 237.45530840880002 192.00356210945003 17.924958083650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 -6 7 8 -1 10 20 -12 -11 -5 21 19 17 18 23 -16 -8 22 -15 24 26 -26 -17 -28 -25 -30
right_child=1 2 -4 13 5 -7 9 -9 -10 12 11 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 -24 28 25 -27 27 -29 29 -31
leaf_value=-0.10889091638772369 0.07283208604094836 0.049588245836269355 -0.081689689088081274 0.066563339112101536 -0.13446790920238333 0.0016658701309349251 0.0086774432031935921 -0.12181513182363231 0.053352076426224783 -0.10773713570952709 0.05857390832784222 -0.11877846018258192 0.047691007150071567 -0.11258740920068873 -0.11547030603585184 0.060156637054733952 -0.11114616886710148 0.047381882349904363 -0.11966869852390316 0.054687623466596669 0.088103697820115623 0.078962097868983019 0.099518582104526798 0.10423699518271715 -0.10802721992872646 0.016674919965826342 -0.10275657452647574 0.065912047012346195 -0.073697938935947768 0.10950174801666622
leaf_weight=1.703601139131935 4.6238846518099299 5.7105319229885927 2.5499973539263001 2.9475215380080071 1.9448048770427693 160.04740849614609 3.5459024319425207 4.2563041704706848 3.4553112825378776 3.330405648215673 1.1978261102922263 2.0777127572800964 1.2876115553081033 0.88269135658629483 2.4143365852069141 2.5145838074386178 1.0016577984206367 6.2189411274157456 1.2868674639612425 0.50944893294945348 3.813293918967247 3.3720997786149383 0.59636244899593294 1.363502851687372 2.363417293177918 1.26990928966552 0.95584388962015487 0.44288135156966746 1.0537900133058427 0.85217973589897145
leaf_count=61 34 30 36 35 17 1449 29 112 42 69 18 73 12 44 102 40 32 72 28 13 16 31 5 12 186 35 204 17 41 5
internal_value=-1.50875e-05 0.00238304 0.00046972 -0.00767998 0.00171899 3.15099e-05 -0.0254149 -0.0551916 -0.000224593 -0.0070343 0.0178762 -0.0539228 -0.0644001 0.00688048 0.000388736 -0.00969567 0.00182267 0.00799867 -0.0122378 -0.0858215 0.0498335 0.0466358 -0.0270651 0.000543964 -0.0201278 -0.0644417 0.0210157 -0.0493507 0.0482587 0.00821263
internal_weight=229.591 174.877 170.253 54.714 167.703 161.992 24.668 9.41522 5.15891 15.2528 10.6347 3.27554 4.61802 30.046 27.0985 22.2474 19.3236 18.3219 12.103 2.92379 7.3592 4.85115 1.47905 10.8161 7.54664 3.63333 3.91331 1.39873 3.26947 1.90597
internal_count=2900 1566 1532 1334 1496 1466 432 215 103 217 136 91 81 902 867 787 672 640 568 115 45 80 49 540 482 221 261 221 58 46
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=19 3 18 6 5 15 7 9 13 0 3 7 6 13 4 3 17 18 0 14 8 12 0 3 19 9 9 12 6 10
split_gain=0.415907 0.783991 1.4158 0.684327 0.754495 1.02077 0.806722 0.721241 1.27509 1.64233 0.953946 0.812327 0.958136 0.608858 1.65347 1.29743 1.58643 1.24433 0.888915 2.00873 2.26192 1.48507 1.01523 3.90818 4.91803 2.368 3.55745 2.27632 2.22168 1.75077
threshold=14.651182102100002 92.913112988300014 13.434779691800001 1.8100422913500003 2.5966915737500007 10.643873581000001 20.234873028950002 37.256168974800005 96.429616222950017 100.13162306855001 67.910452375100007 21.403954852200005 2.7550643716500001 95.870416931800023 310.49012963040008 72.760430842500014 177.48499193625003 17.108018746400003 98.615332683000005 267.54022483715011 8.1436447804000007 232.70218114660003 94.776214472700005 85.436510927550003 12.851036860900001 206.08249486475003 213.24207352880003 130.74068757200004 13.775321858200002 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 -6 8 9 -7 -9 -11 -13 14 -12 -16 -17 18 22 20 -20 -21 23 24 -15 27 28 -24 -27 -29
right_child=1 2 -4 4 5 7 -8 10 -10 11 13 12 -14 17 15 16 -18 -19 19 21 -22 -23 25 -25 -26 26 -28 29 -30 -31
leaf_value=-0.10295220305679412 0.063957362255211911 0.041534187605917892 -0.05522776726175771 0.063166397460859849 0.083208337209514982 0.10290153948536995 -0.10704577527700987 0.06482994715213157 -0.11975895982069817 0.088439970011310043 -0.10749866864740761 0.0091302554285750872 -0.11024059196990338 0.074024116024506439 0.052076166172385523 0.057371181937385975 -0.11592685870323838 0.044139124040229204 0.025786239280196618 -0.1266938372332532 -0.11239280927676976 -0.01720196563419368 -0.0025717804698127335 0.00077721447713712314 -0.14010023062862392 0.029245257247918977 0.037844889440643986 0.12187188691108185 -0.11379291862384791 0.039850213348146563
leaf_weight=0.65526356635382299 2.8879418671131116 3.5997866876423359 2.6074177902191877 1.8395619451184746 0.26317359507083793 1.0038975393399585 1.4553780351416206 2.2744246339425436 1.3710345313884316 0.40680605918169055 1.9491057551931579 1.1164565420476722 1.6905905292369423 1.4483660547994066 2.4706763767171651 0.83274790411815081 1.4446187645662574 6.3851175694726399 7.3653091336600465 2.6725499546155325 1.4117247303947804 2.308974492829293 9.7452388722449559 138.59450229787035 4.1350366335827857 1.4643579348921756 5.1786360102705657 3.482272481545805 4.2011966835707426 10.299231586977838
leaf_count=137 13 27 21 37 2 8 135 55 65 3 166 29 108 12 46 13 44 73 113 47 39 39 67 1294 76 13 54 10 56 98
internal_value=-3.64157e-05 0.0209142 0.000888057 -0.000912638 -0.000604245 -0.00114995 -0.0779109 -0.000531349 -0.0359812 -0.00874818 0.0004227 -0.0436237 -0.0627628 -0.000290527 -0.0299467 0.00188898 -0.0525582 0.000709066 -0.000732928 -0.0252249 0.0035611 -0.0759435 0.00115437 -0.00252735 -0.0845552 0.0165983 -0.0220631 0.0344185 -0.0768223 0.0605752
internal_weight=226.561 9.09515 6.2072 217.466 216.811 214.971 1.71855 213.253 5.58879 4.21775 207.664 3.21385 2.80705 205.39 6.69715 4.74804 2.27737 198.693 192.307 13.7586 8.77703 4.98152 178.549 144.178 5.5834 34.3709 10.8442 23.5267 5.66555 13.7815
internal_count=2900 61 48 2839 2702 2665 137 2528 213 148 2315 140 137 2260 269 103 57 1991 1918 238 152 86 1680 1382 88 298 123 175 69 108
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=6 13 6 6 13 10 2 14 4 4 10 7 10 10 13 10 18 5 10 8 7 8 5 0 7 9 16 5 5 3
split_gain=0.403957 1.32086 0.702308 0.758754 0.686565 1.56514 1.26092 1.58345 1.49263 0.942375 0.927208 1.44248 1.24846 1.16662 1.1799 0.740509 0.906552 1.5866 0.815677 0.60686 0.705617 0.567924 0.562045 1.70455 1.70371 1.66963 1.37687 1.25835 2.33155 1.01406
threshold=10.715250360100002 107.54907905045002 11.175261108200003 11.495268585100002 105.64833915220002 67.649671936450019 127.74713841330002 234.77501868895004 248.34582299520005 256.08338064055005 78.285212300550015 24.101221167900004 70.343506983200015 78.820215468450016 92.504467352450021 90.740838818900016 17.248993197150003 2.7861270712500006 104.14280259920001 1.8485574041500004 21.274149814850002 0.84933718570000016 13.922841871800001 98.615332683000005 25.967949918250003 193.75542554275003 14.479966139550003 16.579584939650001 16.892865140250006 82.368980200650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 21 -8 -9 -10 12 19 -11 -13 15 16 17 -15 -17 20 -12 -7 25 27 -25 -5 -26 29 -29 -24
right_child=2 -3 3 22 -6 6 7 8 9 10 11 13 -14 14 -16 18 -18 -19 -20 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.12153191675896594 0.046081491705000886 -0.14046806709121151 -0.064472060449264484 0.096808125834005401 0.077318009080935987 0.043655363471401559 0.10511394128273116 -0.12627784891430233 0.085796487750365427 0.047321205371504964 0.087889654717144577 0.084279386701605577 -0.099532156510838646 0.059329952964529531 -0.088504681100353241 -0.10266808686583194 0.054830889479559969 -0.10739773069555703 0.058873456179478582 0.098974616477462946 -0.042609975321835143 -0.1128433290774271 0.013756717930539578 -0.11111474405813349 -0.075728504678046121 -0.012756074541215521 0.036444125156997589 -0.088419581633708874 0.0016036614090520292 0.078115611080273456
leaf_weight=1.2206104774959481 3.461519075324758 0.77703904639929433 1.7733810085337598 2.3521019034087649 0.90770941879600187 0.27662040159339341 1.3841068183537597 0.97378620377276348 1.2173137400532166 0.81150798639282884 0.75488812942057781 1.0753833618946362 2.0196610280545428 1.0523286401294156 2.2530494348611683 1.2509024128085 2.6340359777677804 1.2472229402046648 0.4166938510024919 1.8878211947157977 0.91843282454647124 1.4337787523400036 7.5061899442225677 2.6542282889131448 1.8709891580510882 3.4033508519642055 2.6358285062015057 2.9273141361773005 167.27044762932928 3.6332070715725422
leaf_count=29 41 11 34 16 6 21 14 36 21 7 15 11 77 17 89 195 64 73 74 13 29 103 63 89 37 52 38 30 1577 18
internal_value=-5.79454e-05 -0.0121724 0.00143066 0.000642202 -0.0079724 -0.0113638 -0.00514037 0.00194227 -0.00577125 0.000919327 -0.00541094 0.00550768 -0.0574391 -0.0140747 -0.0260202 -0.0046936 0.0147787 -0.0310992 -0.0623026 0.0601096 0.0162625 -0.087533 0.00123664 0.000296731 -0.047556 0.0320199 -0.0101239 0.00218645 5.53078e-05 0.0347479
internal_weight=224.001 24.5129 199.489 196.027 23.7359 22.8281 21.6075 19.8971 18.513 17.5392 16.3219 13.4908 2.83117 9.92962 8.85423 6.60118 4.93359 2.29955 1.6676 3.56114 1.67332 1.7104 194.254 188.498 7.16105 5.75545 4.50682 181.337 170.198 11.1394
internal_count=2900 905 1995 1954 894 888 859 735 721 685 664 580 84 523 512 423 154 90 269 57 44 124 1920 1852 164 68 75 1688 1607 81
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=12 9 18 9 18 9 14 14 14 8 6 7 18 9 8 18 17 2 6 17 17 17 9 12 4 6 17 5 18 19
split_gain=0.419328 1.40633 2.68669 2.15233 1.37476 0.964988 0.771601 0.913312 2.18316 0.78263 2.36055 1.23501 1.01911 1.34659 0.898328 0.655712 0.91919 1.83312 0.945696 0.781309 1.78776 2.18231 1.64865 1.77938 2.41172 1.18919 1.79981 1.29112 0.981901 1.20965
threshold=88.918697887850016 201.2906445504 13.5538556217 204.09084027260005 12.918470885650002 194.29350362915002 158.52715325430003 161.53444867420004 162.85769004780002 8.9430209551500024 18.080422446150003 21.725272673150005 11.639306137250001 60.983947735000008 8.7431769115000026 11.831616630050002 166.83257850275001 74.86597289860002 10.435243817800002 174.63059628235001 183.23782055230001 182.52313421500003 197.89372115420002 145.39241760245002 376.98468903265001 14.980350013450002 173.06150329755005 17.608325347600005 11.904475184000002 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=1 2 4 -3 -1 -4 -2 -8 -9 12 -11 -12 13 -10 15 -14 17 -17 -19 25 21 22 23 -21 -25 27 28 -18 -27 -30
right_child=6 3 5 -5 -6 -7 7 8 9 10 11 -13 14 -15 -16 16 19 18 -20 20 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.035523313116370282 0.047535953510397522 0.099840173902528126 -0.057469825502893548 -0.034576201615442531 0.058360026987090322 -0.15711385121179372 -0.045371889274107874 0.10013421229608009 0.1036043150529711 -0.096622146082781551 -0.056234698849680409 0.056297025325945084 0.045757154879174526 -0.11936237012890448 0.035003750995806833 0.099734991850351326 -0.03186959348510611 0.02475916767352777 -0.11343799263864843 0.047484697618251803 0.0018832796689532234 -0.16376657497419345 -0.10144411191643794 -0.12360866669727451 0.054596064105892184 0.016119041693818968 0.073362703574417445 0.06975521938351685 -0.02156684570722027 -0.20420117458860379
leaf_weight=3.8065198343247157 3.5193370790220788 2.2528120288625351 2.1787405903451149 2.5280517607461661 2.6425046450458467 1.7545789626892654 4.2845408602152011 2.2097968496382228 0.33740519918501277 3.1939203389920285 1.4998683149460701 2.788276229519397 3.1699777925387016 1.3735258543165398 7.9631713437847784 0.66642831638455335 1.5762951080105247 0.62970706011401523 2.3176454323111102 3.6581839377759007 151.37521259003552 1.2740233470685769 2.0988059807568789 1.9614254218759017 1.2392464166623538 0.76672986347694028 1.2717328921426085 6.0424123425036669 0.64998639794066526 0.82039091479964554
leaf_count=36 21 10 29 34 15 20 32 9 3 45 26 32 23 105 58 3 52 76 108 45 1819 29 41 79 23 8 16 54 22 27
internal_value=-6.49825e-05 -0.0161162 -0.0367821 0.0287627 0.00294563 -0.101919 0.00111258 0.000308423 0.00129251 0.000181942 -0.0315389 0.0169367 0.00143642 -0.0753921 0.00213755 0.00067965 -0.000130649 -0.050045 -0.0839119 0.000913611 -0.000851174 -0.0413067 -0.0238896 -0.000157963 -0.0546108 0.0265438 -0.0216272 0.0487293 -0.0756262 -0.123467
internal_weight=221.851 15.1632 10.3823 4.78086 6.44902 3.93332 206.688 203.169 198.884 196.674 7.48206 4.28814 189.192 1.71093 187.481 179.518 176.348 3.61378 2.94735 172.734 161.607 10.2317 8.95766 6.85886 3.20067 11.1275 3.50884 7.61871 2.23711 1.47038
internal_count=2900 144 100 44 51 49 2756 2735 2703 2694 103 58 2591 108 2483 2425 2402 187 184 2215 2036 217 188 147 102 179 73 106 57 49
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=12 2 9 9 9 2 9 7 17 19 12 14 9 9 9 9 16 18 16 9 19 5 19 5 10 0 16 16 7 17
split_gain=0.382659 1.13946 1.08484 3.19863 1.42188 1.39116 2.68859 1.31911 0.712359 1.42452 1.45226 0.828708 0.726703 1.74014 1.56763 1.68618 1.71171 2.63065 1.89578 1.5428 1.30502 1.25506 1.21958 1.18832 2.65356 3.11659 3.536 2.42795 2.14043 1.89657
threshold=92.695913642950003 71.847610775600018 196.26893085885004 189.78071820640002 198.65201223855004 56.184788788300004 186.67271206880002 23.9444576715 166.83257850275001 13.451085274650001 254.30002952885002 161.53444867420004 202.37225149245003 203.09362050815002 204.17620834730005 204.64320368315003 17.844958270700005 15.532509816950002 15.689963310050002 201.2906445504 13.351077205700003 19.998562110200005 14.351157895250003 18.725555412050003 67.171126389250006 90.337570099350003 22.584947186600004 18.984955604900005 23.669449516850005 197.94573456765002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 -6 9 10 -3 -10 19 21 20 -16 17 -17 -19 -13 -15 -14 -21 -18 25 26 28 29 -25 -26
right_child=1 8 4 -5 7 6 -8 -9 11 -11 -12 12 13 14 15 16 23 18 -20 22 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.06181799546970429 0.047029980900100986 -0.11146396553742187 0.072726918931556736 -0.10960060046598658 0.019162974667109055 -0.12726475365637199 0.058792698494673973 -0.071699390136742813 -0.06628865442820521 0.044247214354405005 0.023076669272352173 0.0028520207254967298 -0.0056115607000644906 0.090633919912579283 -0.10124346761428887 -0.12093298033939703 0.035660285858916917 0.0075286446121006437 -0.094595946294907696 0.010032212339854713 -0.007596110697393129 -0.1079592045464307 0.080979517708929194 -0.013619327561866765 -0.11342995200328682 0.078864936258137383 0.020005567212901865 -0.14833730481110741 -0.14544802920731095 0.051694686495824073
leaf_weight=2.6830655531957763 5.2864942802116266 2.5788603053078982 2.6346711479127389 3.7373639838770032 4.4345765085890889 1.5915263396454977 1.5169011843390761 2.497660210239701 1.8135291393846262 1.5555789149366317 1.1646279807318931 114.73204829642782 2.0895225252024821 3.1505875741131595 1.8524166590068478 2.7780557940714052 10.481042089406399 9.2582616410800238 2.2617875270079812 5.004376760683952 2.369754389859736 2.8086369424127042 4.6970546990633011 2.41220635198989 1.1068390214350068 5.1943116327747694 11.733856014907358 2.1911142356693745 2.5165271423757076 1.8720283983275292
leaf_count=20 30 205 12 37 33 32 8 38 12 46 46 1529 20 22 21 53 89 190 74 40 26 25 16 28 29 40 100 27 25 27
internal_value=-6.74298e-05 0.00121832 -0.013595 -0.0374775 0.0101925 0.00906489 -0.0364694 -0.0135744 -1.9686e-05 -0.0361845 -0.0696073 0.000987228 0.00163444 -0.00701779 -0.00227675 -0.00749713 -0.00414506 -0.0335857 -0.012522 0.00608991 0.0484661 -0.0642984 0.0443821 0.00707779 -0.00400652 0.0112328 -0.00985046 -0.0684333 -0.0809288 -0.00965964
internal_weight=220.005 200.91 19.0958 9.52886 9.56691 5.79149 3.10843 6.93224 195.623 5.29907 3.74349 190.324 188.51 64.0769 59.1788 53.6584 51.806 14.2981 11.52 124.433 5.52034 4.89816 9.70143 37.5079 27.0269 21.8569 16.6626 5.16998 4.92873 2.97887
internal_count=2900 2720 180 97 83 60 40 71 2690 297 251 2393 2381 796 751 703 682 317 264 1585 48 45 56 365 276 193 153 83 53 56
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=0 0 3 9 18 17 9 9 4 19 16 4 19 7 18 9 15 8 7 2 9 18 15 18 17 10 10 18 16 13
split_gain=0.38469 1.51456 1.71987 2.5325 1.37308 2.32154 1.32174 2.57913 2.02629 1.49037 1.24047 2.23064 2.4816 2.08007 1.43084 1.12504 1.12406 2.07522 1.02851 3.09059 1.28949 0.930464 0.861755 0.790166 2.10994 0.891528 4.97961 1.57031 1.35211 1.0689
threshold=85.716110573100011 85.807518149550006 93.58791597905001 193.60452210450003 13.075178189100003 184.59783591905003 190.24759545780003 199.02473417820002 375.86663358980007 14.451165964200003 22.744946812400002 195.32149859550003 14.451165964200003 17.605734992150001 11.639306137250001 60.983947735000008 42.670190152050004 10.441851282850001 19.152455927400002 162.53466164215004 184.23786624375001 13.1493823129 44.920183738100008 13.278511569200001 189.37128582595003 62.057679025150001 62.106071271500007 13.5308213324 22.614947116400003 117.47217800995001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 5 -3 8 9 10 -8 11 12 13 -1 15 -13 17 -9 -16 20 -20 -6 -18 24 -23 27 -27 -25 -29 -28
right_child=1 2 3 -5 21 -7 7 16 -10 -11 -12 14 -14 -15 18 -17 22 -19 19 -21 -22 23 -24 25 -26 26 29 28 -30 -31
leaf_value=0.08643448641360961 0.044241541509139774 -0.0075994582804215574 -0.096540523879533893 0.015341912704655909 -0.054802922377341551 0.098164618229644049 -0.043261960772304132 -0.12713492846872645 -0.12163409845622355 -0.17084385540387825 0.066109093738058122 0.09873503145190804 0.028212313464711227 -0.14727261830883684 0.0722751987145379 -0.11886153214281492 0.068493928328677608 0.034167499640181002 -0.016422145989289778 -0.11783993115090081 0.10191898252348271 -0.028309786838528497 -0.015258043418297011 -0.016914320943286442 0.068026972862090515 -0.12183006025846339 -0.0015455270654853568 0.009076424499764783 0.08311732824943141 0.070875098611599852
leaf_weight=0.44754554657266554 8.01089960336685 4.4703014644328487 4.3998216008767468 3.7453257173765451 3.0508003272116175 3.8738881722092628 1.8464395829942071 1.7027434918563797 1.1950365743832652 1.8162864173064006 3.5419578626751891 0.30591291096061368 2.1548619642853737 2.5548198715550825 4.7745538721792382 1.0641795769333837 2.3398563656955957 1.5004150357563046 1.5303495720727371 1.4207566559780387 2.3115358971990645 3.8206890970468503 2.5867241276428103 6.5219007553532746 5.6140088653191924 3.467058169655501 125.88951759977499 4.902469374239443 4.9635893180966377 2.0715759210288516
leaf_count=14 41 39 41 35 20 18 33 52 37 28 18 3 10 100 36 73 14 14 42 66 10 26 30 37 28 33 1941 29 24 8
internal_value=-6.50138e-05 0.00171307 -0.000214016 -0.0450944 0.00195359 0.0415028 -0.0099941 -0.0368538 0.00487536 -0.106528 0.0123945 0.000908812 -0.053668 -0.112435 0.0255829 -0.0702768 -0.00546329 -0.0515781 0.0386679 0.00817762 0.0547798 -0.000105067 0.0245196 0.000956118 0.0290143 -0.000834759 -0.00357712 0.0211584 0.0463262 -0.000373102
internal_weight=217.896 184.802 176.791 8.14515 168.646 8.34419 33.094 11.7925 21.3015 3.66273 20.1065 16.5645 5.15723 3.00237 11.4073 1.37009 8.12974 3.20316 10.0372 5.26264 3.84189 160.302 4.92658 157.251 9.4347 147.816 131.428 16.388 9.86606 127.961
internal_count=2900 2320 2279 76 2203 57 580 171 409 61 372 354 124 114 230 76 110 66 154 118 52 2146 44 2126 54 2072 1982 90 53 1949
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=6 13 19 0 19 19 8 10 7 7 2 10 0 15 7 6 6 5 5 9 9 10 19 13 3 16 0 7 5 16
split_gain=0.351962 1.11103 0.635004 0.728988 1.78573 1.17568 0.956686 0.831893 2.31889 1.63821 0.808312 0.71825 1.56219 0.589686 1.45685 0.564443 0.484225 1.03635 0.889063 0.43883 1.54041 1.5807 2.67886 2.00653 1.95194 1.9266 1.82263 1.89535 1.59309 1.28648
threshold=10.715250360100002 107.54907905045002 9.4507625164000029 103.82556453975 12.651020723000002 10.950883550750001 7.1444245619500011 72.496961945650014 28.835073444300004 21.725272673150005 146.11720701395004 87.33187390945001 110.50907145210002 12.389956812050002 24.575790737200006 11.175261108200003 6.3851491880000006 5.2595069053500012 9.4643395939000019 207.37918994975004 208.21354399485003 67.171126389250006 13.551093343600002 109.34496908160001 82.866344954800013 18.764956119400004 87.568458224950021 25.113507579400004 30.133297129900004 15.919962772200003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 9 -9 -6 -5 16 -13 -14 -15 -2 17 -12 -19 -17 -21 26 23 24 25 29 28 -28 -22 -23
right_child=15 -3 3 6 7 -7 -8 8 -10 -11 11 12 13 14 -16 19 -18 18 -20 20 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10380460111414563 0.042141223607001066 -0.13398137050264675 0.059807174525911624 -0.068347872615377572 -0.034533991316638472 -0.11455504016710222 -0.07516745058342883 -0.10919606958597834 0.10741776429317516 0.089951851685871498 0.084473387432632177 -0.11541418072267058 0.068140329396138358 0.081233240474435586 -0.10492393234279646 0.0029808501698213334 0.090837602738927256 -0.10923649876745314 0.046151088287103625 -0.089773605208263788 -0.048644628739090229 -0.004401638653151835 -0.11981052096616385 0.068520762185861298 -0.096345172787673003 0.10848161170507248 0.082873585474973296 -0.013545580616073978 0.055020984688252339 -0.10894490382147569
leaf_weight=0.66827311320230975 3.3316674057859919 0.72060141479596396 0.45449811243452343 0.92368318501394142 2.0238210591487586 2.5926869828253984 1.1432070086011652 1.6358538072090598 0.70814188197255123 2.2131818868219852 1.6173584710340931 0.92756336764432479 1.9120037340326237 0.83012673677876569 0.85171988396905363 152.6363552621915 2.1704767663031816 0.73578332341276087 0.73707246407866478 2.2285563498735419 5.1169028733857003 7.3319492524024117 2.5215309797786167 2.7671751659363499 2.9782782024703911 1.318895712494849 5.7990276049822551 3.1441124249249697 2.0870669782161713 1.402206302154809
leaf_count=174 41 11 12 64 26 104 100 96 5 14 19 63 58 11 65 1487 17 56 10 28 80 97 39 15 72 7 40 27 12 50
internal_value=-5.38639e-05 -0.0117839 -0.00780764 -0.00482064 -0.0252587 -0.0885483 0.0117868 0.0040461 -0.0437551 0.0304907 0.0210721 0.0295157 0.00028723 0.0301495 -0.0130404 0.0013383 0.0546367 0.0292103 -0.0314747 0.000620291 -0.00919849 -0.00398871 -0.0240938 -0.00881689 -0.0252394 -0.00417385 0.0188219 0.0489758 -0.0186116 -0.0211853
internal_weight=215.53 22.8661 22.1455 21.4772 9.62818 3.04719 11.849 6.581 2.344 4.237 10.7058 9.7821 4.52141 3.59385 1.68185 192.664 5.26069 3.09021 1.47286 189.332 36.6957 34.4671 18.32 15.7985 13.0313 10.0531 16.1471 8.94314 7.20397 8.73416
internal_count=2900 905 894 720 257 116 463 141 101 40 363 299 197 134 76 1995 102 85 66 1954 467 439 280 241 226 154 159 67 92 147
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=3 5 7 7 12 5 19 8 8 12 8 10 8 0 13 13 13 13 10 8 0 13 16 16 16 0 5 15 12 16
split_gain=0.361419 1.93521 1.27862 1.89653 2.45518 1.08851 1.28555 1.06598 0.88291 1.17831 0.879395 0.799156 0.783659 1.70892 0.693966 1.66384 1.51697 1.13511 1.35726 1.15815 0.957091 1.1189 1.23161 0.928433 0.920033 0.869049 1.21375 2.5105 3.0731 1.95226
threshold=103.44111502715002 29.040033326300005 20.778835947700006 21.725272673150005 219.23896387120001 30.690160697650004 13.351077205700003 9.5425530862500008 4.9461400813500012 134.55367207730004 8.4434108459500017 72.953999827850012 8.8430989333000021 86.950112854950021 95.99139754765001 92.692659421600013 96.429616222950017 98.238948544700023 80.288113607700012 6.9445805182500004 103.82556453975 92.138837046750012 13.039969506900002 12.024971880400001 9.6249774926000011 98.615332683000005 16.222050829800004 23.969938375100003 86.269275643000014 16.064962433100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -3 -7 12 9 -1 -4 -6 14 -14 15 20 -16 19 25 -18 -5 22 23 24 -22 26 29 28 -28 -19
right_child=1 5 3 7 11 6 -8 -9 -10 -11 -12 -13 13 -15 16 -17 17 18 -20 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.071509406270160045 -0.11907522790729255 0.05439347987054436 -0.13795163954644615 -0.10737903464050491 -0.031982787010941045 -0.15466867385912411 0.0012415533730006261 0.061158201549029248 0.082658069615968055 0.035092310035737477 -0.050992416765400832 0.077491045319305618 -0.094276932987285456 0.01072188345003334 0.090901200364740628 -0.095938059650009525 0.004670937127194446 0.075795627609612726 0.057352168588771714 -0.11745054936981601 0.0087719977963830638 0.081949332775628284 -0.11234017153070429 0.06979741381939801 -0.093527185861386739 -0.027287594257236616 0.027950747062291694 0.0034050236137424779 -0.14323964892132898 -0.018566495013297803
leaf_weight=1.2493725586682538 1.5986925071920257 2.5125352478353307 2.3488368970574802 0.81274847127497096 1.2730807864572855 0.6897330594947565 2.2674248195253313 2.8859235211275509 2.835218007909134 6.0966320636216551 2.3033203335944563 1.400264039635658 2.7324076013173899 3.5822601127438247 1.9323519035242487 2.4302174501353866 1.5114545343676575 5.552660830318926 4.4566003689542404 1.5971987673547117 3.491027446172664 1.5928773877676574 1.022316296584904 1.6751784861553458 1.1750554712489245 9.9023815775290114 1.7643822506070126 134.12379164691083 2.5848809212911874 3.6231286381371319
leaf_count=33 116 50 63 52 34 43 39 23 28 97 28 10 55 29 18 134 35 31 44 57 286 21 59 37 138 187 8 1011 33 101
internal_value=-5.73731e-05 -0.0222914 0.000705697 -0.00109113 -0.0510117 0.00599678 -0.0351232 0.00084942 0.0352567 0.016962 -0.0948974 0.0253582 -8.85186e-05 -0.034712 0.00113122 -0.0218935 0.00281269 0.00178179 0.00293032 -0.058074 -0.00347391 0.0059549 -0.0104841 0.0059368 -0.0169899 0.00139091 0.00331429 0.000980357 -0.0737922 0.038536
internal_weight=213.024 7.06839 205.956 195.774 7.3255 5.46969 2.95716 188.449 10.1812 7.346 4.65216 2.67334 185.563 6.31467 179.248 12.1994 167.049 165.116 162.008 3.10865 9.7692 8.95646 7.36358 6.34126 4.66608 157.551 147.649 138.473 4.34926 9.17579
internal_count=2900 248 2652 2494 135 132 82 2359 158 130 91 44 2336 84 2252 727 1525 1507 1415 92 593 541 520 461 424 1371 1184 1052 41 132
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=3 0 3 2 17 18 17 10 17 13 4 3 5 7 15 17 8 5 9 18 3 7 18 17 3 9 4 12 6 18
split_gain=0.347091 1.20068 1.39683 2.58861 2.93035 1.18897 2.03965 1.18673 1.72122 1.77809 2.07213 1.09411 0.925895 1.57202 0.900046 1.76434 1.27273 1.27877 1.18517 2.10948 0.853723 1.20465 0.755493 0.744183 0.716027 1.53907 0.631618 0.706569 0.585173 3.09269
threshold=93.883646373400012 85.807518149550006 93.58791597905001 86.011634045550025 193.01551328760004 13.075178189100003 184.59783591905003 61.917879202350001 189.27091549140002 117.59047016770002 208.63771838305004 93.964300117300013 23.398433971250004 19.468732114900003 20.742056627150003 167.86887396990002 8.543332867800002 30.133297129900004 178.29644791375003 12.386025881750003 94.383699585650007 20.861721588400005 13.101381023200002 188.07781354100004 101.49467134065002 71.82068887245002 141.65724256140001 78.909246879600019 14.755344756250002 14.732667293750003
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 -5 6 -3 14 9 10 -9 -10 -12 -14 15 -2 18 20 19 24 -18 -22 -7 -1 -16 -26 -24 -28 29 -29
right_child=7 2 3 4 -6 22 -8 8 11 -11 12 -13 13 -15 16 -17 17 -19 -20 -21 21 -23 26 -25 25 -27 27 28 -30 -31
leaf_value=0.0081906563497661077 0.062810955197475274 -0.006202965620793437 0.034615621913326643 -0.14172077548726847 0.013100432162971354 -0.075673783135404252 0.095497428657088448 -0.1263537357009818 -0.046384502203781798 0.066380041955979671 0.080630834289102227 -0.1536957210133979 0.10988547963162328 -0.12847663434877668 0.1151541813691698 -0.14387092817409031 0.0052320686363474343 0.040998686795646201 0.065539185104219064 -0.13947860848197641 -0.0089436985362707777 -0.13914304997879728 0.067390091832540203 0.068718145623612073 0.035323708275753152 -0.11034267959048155 -0.061430293478272849 -0.040259110126293358 0.0064904369828117084 0.0068749116100638831
leaf_weight=3.9699307424016279 0.67034697899362683 4.3869757535867384 2.9231144934892637 3.2247530084569007 1.9689846150577066 1.3112625777721394 3.5823393426835537 1.7623340577119941 2.3770831329748039 2.2417843779549003 1.1606323276646437 1.5826968622859565 0.42760157585144021 0.78393233544193208 0.75368539988994765 1.0759762000525368 1.5552390608936537 2.0230766981840134 5.2427993826568127 0.90926613763440389 1.1954448819160464 1.7522646228317169 1.40106552094221 4.1597017468884587 4.3162265891442075 0.87184955849079404 1.8532461768481869 19.147026651306078 80.88342497497797 51.002117291005561
leaf_count=21 27 39 14 47 15 9 18 69 26 18 10 38 2 45 3 47 11 13 28 40 7 44 6 24 64 84 23 342 517 1249
internal_value=-6.88132e-05 0.00160903 -0.000169129 -0.0406604 -0.0830269 0.00184021 0.039513 -0.00989546 -0.0374928 -0.00533458 -0.0442193 -0.0892761 0.0168002 -0.0443486 0.00411051 -0.0645336 0.0105485 -0.0250423 0.0297539 0.00236895 -0.054713 -0.0863406 -8.92951e-05 0.0391609 0.0240758 0.0108447 0.000553087 -5.94162e-05 0.000693636 -0.0059902
internal_weight=210.516 179.814 171.684 8.11685 5.19374 163.567 7.96932 30.7022 10.3361 6.37628 4.1345 3.95978 2.37217 1.21153 20.3662 1.74632 18.6199 6.52603 12.0938 6.85103 4.50295 2.94771 155.598 8.12963 5.94176 5.18808 154.287 152.886 151.033 70.1491
internal_count=2900 2324 2279 76 62 2203 57 576 208 144 126 64 57 47 368 74 294 75 219 191 62 51 2146 45 151 148 2137 2131 2108 1591
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=19 8 4 16 14 12 7 7 18 15 12 6 16 5 2 15 15 15 4 17 14 5 18 6 13 15 13 16 0 5
split_gain=0.322049 0.6628 0.464161 1.50902 1.42358 1.86293 3.23869 3.08299 1.68957 2.3048 1.47835 1.34119 1.97573 1.6194 1.22599 2.11917 1.83466 1.12889 1.06791 0.978974 1.34638 1.79477 0.915534 2.57383 3.17815 2.01967 3.26291 1.79765 3.42746 2.38166
threshold=14.651182102100002 8.6432548896500023 241.03469907380003 13.894967507500002 212.64719038130002 147.29495425805001 23.258134529300005 23.903127120600004 13.138633165750003 40.128253618400009 156.14558506725004 16.515385879350003 22.674946976100003 22.598762435600005 116.16618105335002 40.682889193900003 36.508287084250007 34.098324821200009 172.73046293330003 197.94573456765002 274.51613272600008 27.5699840079 15.353948930850001 14.755344756250002 107.37432927200003 23.969938375100003 104.51649827935002 19.214955067100004 92.313586825200005 26.429611911700004
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 14 -6 8 -8 9 -7 -9 12 -4 -13 22 16 17 -16 -1 20 -15 -22 23 24 25 26 -5 28 29 -25
right_child=1 -3 11 4 5 6 7 10 -10 -11 -12 13 -14 19 15 -17 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.039918267944151348 0.043623243544466318 -0.013602855322821478 -0.0048700556039885101 -0.10938289835873789 0.083902582593136821 0.066823705709836353 -0.13492061423532437 -0.048815745268249222 0.076547513938381329 -0.082560449235513755 0.060775265486956137 -0.11715044433242459 0.063840057218328153 0.011941652766995442 -0.082073418487948191 0.029371638974734451 -0.20280826397445326 0.10060186221877106 -0.11373813604699085 0.053876010438168635 -0.13857111951035439 -0.013172144755838645 0.040755630223617299 -0.14973263534928002 -0.10959987876119351 0.057331587922236228 0.05752749547706109 0.00032340772251038171 0.079794564865170461 0.08912797011263951
leaf_weight=0.60666953667532597 4.7527431561611575 3.5250380448997021 84.059024698159192 3.0134286565007624 4.6793333098758039 2.1827987676369975 2.2889028238132587 2.4815189815126359 7.0772559815086424 1.9604077395051716 2.4424275932833552 2.0909474696964017 4.4041685645934185 3.6168016674928349 1.571910267579369 2.1324715912342072 1.114897296298295 0.43106307461857785 1.7776265507854985 1.5093207180034358 2.0737903739791363 2.538425957900472 5.7851909641176453 1.2681839705910514 4.418943276628851 3.2188505996018648 1.9158421838656066 41.338112129247747 7.384553600102663 0.6222626850940286
leaf_count=13 27 34 1524 52 42 43 21 28 36 18 24 21 44 51 85 12 11 3 140 12 40 59 74 65 70 26 12 260 31 22
internal_value=-7.45868e-05 0.0192539 -0.000874551 0.00395685 0.0058823 0.027554 0.0132499 -0.0390301 0.046857 -0.00385919 0.00554474 -0.00567802 -0.0014493 -0.0373017 -0.00086683 -0.0474488 -0.0999903 -0.0427596 -0.0746412 -0.0201572 -0.0337359 -0.0695553 0.00267946 -0.000807041 -0.0413126 -0.00427855 -0.0445104 0.00925035 0.0490372 -0.0711089
internal_weight=208.283 8.27778 200.005 99.7127 97.3284 23.1126 18.4333 7.21285 11.2205 4.14321 4.92395 100.292 88.4632 11.8293 74.2157 5.25034 3.11787 2.00297 2.3843 9.73834 8.22902 4.61222 68.9654 63.1802 12.5671 8.14812 4.92927 50.6131 9.275 1.89045
internal_count=2900 61 2839 1088 935 212 170 73 97 61 52 1751 1568 183 723 111 99 88 153 162 150 99 612 538 160 90 64 378 118 87
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=12 17 10 7 16 10 2 6 17 17 18 6 15 8 6 17 18 7 17 4 6 7 7 9 4 17 17 7 17 2
split_gain=0.339547 1.64399 1.75214 1.99187 1.23847 1.77854 0.820587 0.761464 0.70023 1.2397 1.02575 1.60013 1.30111 1.13806 1.24745 0.844092 0.815128 0.637925 2.303 2.02476 2.19299 2.09425 1.48403 1.93101 1.47718 1.41357 2.43575 1.62023 1.47395 1.50645
threshold=327.98456567570003 208.75622138895002 65.727424373200009 24.550696209100003 22.674946976100003 74.986474174450009 297.58713971970008 16.475384944750001 208.12573104970002 210.48525482865003 14.504139642200002 14.185331438000002 23.900317844600004 7.3442686056500008 8.1951914793500027 214.76367417690003 15.502113896900001 23.789355599150003 199.55131508320002 168.72122291465004 14.515339148550002 23.856905110850004 23.608704471050004 201.2906445504 181.76113425110003 194.76181357870004 194.04732099685003 23.460228855750007 195.76335783930003 101.14502893930002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 7 8 -2 17 16 -11 12 13 14 -12 -15 -10 18 22 20 -19 -21 25 -24 -20 26 27 -1 -27 -30
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 11 -13 -14 15 -16 -17 -18 19 24 21 -22 -23 23 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0027743077344596387 -0.12487129680078701 0.094578354922254096 0.1087320611862662 -0.086701600357855041 0.039102073514699937 0.0076984038179899383 0.048215464213351683 -0.030137150787258732 -0.13094821251690972 0.11003262440897035 -0.10418307745654005 -0.091604546464055442 0.056253360378259731 0.032580837561758294 0.096754194416713304 -0.10966641014581405 -0.027283952294717379 0.00023520524735323202 -0.14750506372063266 0.094680693711224159 -0.13384018073022383 0.0097364034707489895 -0.11372823318276225 0.0017468297122691318 -0.032946039795926335 0.077681670560916904 -0.11959047188747096 0.064005075893882213 0.058279747648109406 -0.020950470349023812
leaf_weight=72.830461155739613 3.1618698403472063 2.2720891609787932 0.74985250830650363 1.7125658454606307 1.5121825947426257 2.41478894741158 3.6098281794111235 1.1596565759391522 1.4948770753107958 0.71657499670982261 0.4388838663580813 2.0618679178878665 3.144515834748745 0.55000425921753082 1.0436760764569042 1.7271233274368567 1.5398765397258101 3.1624596633482716 1.5992379607632745 3.0403549552429459 1.9860882516950367 63.977861734601902 2.5629911236464968 3.3291564900428057 3.8002847600728273 4.7260842137038699 1.7253233983647067 3.823995945043861 3.9381959363818151 6.1432248041965067
leaf_count=950 75 19 4 66 15 99 66 30 21 3 71 35 40 13 11 80 36 38 15 15 25 942 32 20 41 25 21 22 18 52
internal_value=-6.7766e-05 -0.0157217 0.0312474 -0.0271884 -0.0426812 -0.0610401 0.000985412 -0.0994499 8.50663e-05 -0.0225783 -0.00509905 -0.0143005 0.00878559 -0.0309153 0.0372705 -0.0753088 -0.0783475 0.00171669 -0.00327776 0.00894737 -0.0514853 0.01359 0.000188168 -0.048483 -0.0668763 0.0032656 -0.00208767 0.000557059 0.0316018 0.00999994
internal_weight=205.956 12.983 4.73451 2.46242 8.2485 6.73632 192.973 4.32153 189.363 12.7174 9.68265 8.96607 6.9042 3.75969 1.48256 2.27713 3.03475 176.646 104.479 72.1668 5.14855 67.0182 99.0794 5.89215 5.39952 93.1873 78.3798 76.6545 14.8075 10.0814
internal_count=2900 308 89 70 219 204 2592 105 2526 310 253 250 215 175 82 93 57 2216 1196 1020 63 957 1140 52 56 1088 993 972 95 70
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=15 2 15 15 16 15 5 12 15 5 4 5 17 13 12 17 9 6 15 3 18 10 9 5 15 8 17 6 17 0
split_gain=0.311189 0.901461 0.635171 0.620794 1.46843 0.567106 0.327814 2.00842 1.67849 1.56912 1.29112 1.30365 1.90926 2.1447 2.15784 1.28096 1.66501 0.943326 1.59454 1.10985 2.40527 0.936217 2.87429 0.897507 1.56655 1.32329 1.24712 1.70735 2.19848 2.77177
threshold=50.243466369800011 311.26728953445007 49.670466410250008 46.574831689400007 22.644947046300004 46.422062705750008 22.963361893800002 327.98456567570003 42.133814420300006 23.606333875400001 122.51844363470001 26.225713454500006 199.30127897920002 117.68187774410002 242.18228154970004 192.70224472390001 190.07378137140003 16.505385645700006 20.742056627150003 101.23926781830001 11.904475184000002 61.917879202350001 191.62448690950001 21.850554661550003 38.469938489650012 8.4434108459500017 187.45953903175004 16.180378051950004 188.94422143290004 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 8 9 21 15 -11 12 13 14 -12 16 -8 -13 -19 -20 -21 22 -1 24 -23 -26 -25 -28 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 11 17 -14 -15 -16 -17 -18 18 19 20 -22 23 -24 26 25 -27 27 28 29 -31
leaf_value=0.027278865346065967 -0.11979275752557053 0.022933066855894239 0.065374824714344734 -0.1217681765115558 0.0092154029575484443 0.057726515893584324 0.053201189269727334 -0.075870698141786375 -0.079421045969637602 -0.16621804948491536 -0.13613757678907853 0.081095705386865904 0.067928017414541006 0.023376083719771564 0.0024135824020532944 0.082025745729308583 -0.04776703934555028 -0.1584569602264477 0.085608158100328055 0.038013846978577522 -0.12079799307350191 3.2163386780112838e-05 -0.12070801469818554 -0.037478635931465526 -0.10134065684237728 -0.0018223954792944514 0.087842101957157706 0.081882721980514814 -0.069818145025134323 0.03083272458608621
leaf_weight=2.8068550839088848 0.80791918071918079 0.97848140657879412 1.4890861031599332 1.3923261252930381 2.2214811046142131 1.7210852121934284 4.4720262449700368 2.5881837407941921 2.7407000530511132 0.46499989740550773 3.1123701395699772 2.4785089667420817 1.8228276625741271 2.8285361414309591 1.7595856585539875 5.1277472954243422 2.5728644127957523 0.52304701227694739 1.9958579540252683 3.7322862548753619 1.2809832027414811 124.75293997320114 2.4651106661185622 3.2926061160978888 2.8769103568047276 2.4948162781074643 3.9378305096179274 3.6346691921353331 4.3986613769084197 7.2385063674300909
leaf_count=27 38 17 11 37 29 11 35 49 37 5 107 25 12 27 18 23 19 33 16 103 67 1912 27 47 35 21 24 14 35 39
internal_value=-6.2224e-05 -0.0416162 0.000304856 -0.000177846 -0.0412499 0.000575127 7.17359e-05 0.00887695 -0.00183357 0.0156948 -0.00153496 0.00238526 -0.0241011 -0.0458858 -0.0860976 0.0440025 0.0163266 0.0275821 0.00997317 0.022542 -0.00256552 -0.000486861 -0.0419181 0.000944237 -0.00224463 -0.0551209 0.0193846 0.0291312 0.0139926 -0.00721168
internal_weight=204.01 1.7864 202.223 200.734 3.61381 197.121 195.399 34.7598 160.64 32.1716 19.999 19.534 9.52332 7.70049 4.87196 12.1726 7.04489 10.0107 7.53217 7.00913 5.01327 157.899 5.27197 152.627 130.125 5.37173 22.5023 19.2097 15.2718 11.6372
internal_count=2900 55 2845 2834 66 2768 2757 539 2218 490 413 408 164 152 125 77 54 244 219 186 170 2181 54 2127 1968 56 159 112 88 74
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=0 9 6 8 4 7 9 2 13 0 3 2 17 18 17 16 6 6 6 2 14 6 17 18 17 18 12 16 18 14
split_gain=0.310819 1.04614 2.63596 1.65608 1.24895 1.01687 2.01524 1.97839 1.46057 1.00437 1.00381 2.21017 2.30292 1.04496 2.13885 0.752927 0.872405 2.02401 1.25808 2.50762 0.922288 0.670164 0.64599 0.558092 3.32517 1.12462 0.801963 2.48603 3.34315 2.28129
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 375.86663358980007 22.446731871300006 205.70977008025002 136.00952513250002 117.67112391160002 85.807518149550006 93.58791597905001 86.011634045550025 193.01551328760004 13.064341268650002 184.59783591905003 14.574965917400002 16.475384944750001 16.525386113000007 16.665389384150004 121.41360778140002 208.36120184010005 22.585527707250005 188.07781354100004 13.197799034350002 188.73286619890004 13.278511569200001 214.84291680595001 22.554947256700004 13.5308213324 284.7527778226501
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 -4 -7 -9 22 13 -12 -13 14 -11 -1 20 -18 -19 -20 -17 -8 -2 24 -15 -25 27 -27 -29 -28
right_child=9 2 5 -5 -6 7 21 8 -10 10 11 12 -14 23 -16 16 17 18 19 -21 -22 -23 -24 25 -26 26 29 28 -30 -31
leaf_value=-0.10947196076371452 0.0091784506191483362 -0.13459050021473359 -0.11696312251081525 0.10662730762764588 -0.11484427947791401 0.086621047921726049 -0.033493883329165072 -0.12211618178232667 0.00970678556159295 -0.0063830454766914922 0.033204954656886582 -0.13370167550478815 0.0099242833716928786 -0.10802553932196385 0.10374554798189016 -0.027572208176401814 -0.10991509329999834 0.057906910703535888 0.064048516744934697 -0.12349821482353507 0.076402581341570505 0.067323515885133342 0.068363690702013299 0.041281645375206559 0.044722539978132379 -0.0011390226332562085 0.096629267976971092 -0.11543578482514422 0.0092413428978705674 0.0039228526069498568
leaf_weight=0.54554621881106946 3.8384375819005063 2.043386827223002 2.1921757578384113 1.5401735850609828 0.92691252799704749 2.4035840730648488 1.4432720718905332 1.1690354371676219 2.9908452981617302 4.3186779418028882 2.8910597488284102 2.8742161425761878 1.8253897679969666 2.8204390686005345 2.9806677848100662 1.1857367157936076 1.5884349625557659 3.3717279450502247 1.3875515937106686 1.4663172128493895 3.0412746733054519 1.2138923592865465 3.5495116845704615 6.6321876146830609 2.8808278106153011 77.724218477902468 2.8035976439714423 4.640810087323187 4.0083035379648209 49.867624652775703
leaf_count=48 20 40 33 10 36 12 40 35 34 39 14 47 15 23 16 31 19 35 57 112 31 7 21 36 17 1140 11 30 22 869
internal_value=-5.32036e-05 -0.00973035 -0.0299912 0.00838043 -0.00281706 -0.0112634 -0.04599 0.014394 -0.0273389 0.00153554 -6.75637e-05 -0.035593 -0.0779154 0.00163187 0.0385877 0.00543295 0.010639 -0.00915834 0.0165493 -0.032313 0.0472362 0.0125633 0.0376138 -0.000150115 -0.0308425 0.00105108 -0.000867852 -0.00679843 -0.057656 0.00885745
internal_weight=202.166 28.5099 13.4562 15.0537 13.5135 11.4128 4.84934 6.56346 4.15988 173.656 166.268 7.59067 4.69961 158.677 7.29935 12.5866 12.041 7.81403 6.2256 2.85387 4.22701 2.65716 7.38795 151.378 5.70127 145.677 139.045 86.3733 8.64911 52.6712
internal_count=2900 580 201 379 369 161 80 81 69 2320 2279 76 62 2203 55 333 285 223 204 169 62 47 41 2148 40 2108 2072 1192 52 880
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=19 13 16 7 16 17 19 7 17 12 0 15 9 7 15 6 2 8 8 18 0 18 6 6 6 6 6 16 19 16
split_gain=0.302776 0.594398 0.390238 1.05608 0.911771 0.937969 1.14903 0.46644 1.40558 0.97504 0.818322 0.712846 0.876176 0.774013 0.698584 0.697595 1.55642 0.908915 1.48284 3.28282 1.59891 1.52845 1.18344 1.47443 1.13873 2.10858 1.05717 1.03632 1.28605 1.71569
threshold=9.8507947922000021 81.048947258600009 9.6249774926000011 25.762580120700004 11.934972090850001 177.48499193625003 10.650859343850001 26.752366550650006 189.73320545960004 288.67761128475007 105.70748523110002 24.673905035600004 219.79476616820003 27.198839780950003 29.712811603950005 10.715250360100002 197.03438354685002 7.943800736700001 8.0437227585500022 14.445615684650003 93.972365491700018 15.453654363050001 14.615341485100002 13.990326881750002 12.380289263450001 13.475314848550001 15.365359009150003 14.994964935250001 12.651020723000002 17.844958270700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 11 15 12 13 -10 -11 16 -6 22 19 -19 -21 -22 23 24 -17 -26 -24 -20 -29 -30
right_child=2 -3 4 -5 7 -7 -8 8 9 14 -12 -13 -14 -15 -16 17 -18 18 27 20 21 -23 26 -25 25 -27 -28 28 29 -31
leaf_value=-0.10560811814628919 -0.10475993678743267 0.016707930720902452 0.070742781119153331 0.050292541597827006 -0.0011774048073424038 -0.10821431232097026 -0.10588239239964617 -0.16868427905144709 -0.069918299551158872 -0.11111286588926304 0.053538621242169494 0.074270854012475143 -0.11344700340228496 0.054561839526706561 0.0039755844840341625 0.041184160362963892 -0.097092613612829934 -0.16925963392367829 -0.06051033014077023 0.078275046060644435 -0.12304270397249353 0.0061733182661182461 -0.083647335670027023 0.09195754075812973 -0.11536323354554777 0.028527173486926245 0.0058571102388870668 0.039266899332843982 -0.069195102916284584 0.0018267631153223111
leaf_weight=0.7825857417192299 0.50149068661266838 0.80695915746036917 0.93857539148302682 3.5410546542843804 6.235413096030241 1.5763656136114148 0.60621375154005364 0.61702036543283512 0.71606334787793535 1.3263146947138014 2.9755753972567609 1.426824770402163 0.65905423555523146 1.651749769458547 0.87561056064441789 8.5396592649631256 2.3217597780749202 1.648902884684502 2.6663575735874465 1.5351301319897173 1.4624838385498153 2.447206593118608 1.5677105151116837 3.6043587876483789 1.5513842779910181 2.9644540562294424 8.3395705154398438 8.8654491542838496 3.497409342788159 123.87423062391463
leaf_count=176 45 50 38 98 147 163 39 13 27 60 50 18 26 49 18 96 100 21 45 8 28 29 35 19 39 36 289 62 70 1006
internal_value=-4.20451e-05 -0.0435123 0.000305997 0.0310578 -0.000333187 -0.0539465 0.00143066 0.000541221 -0.024298 -0.0109125 0.00152248 0.0160003 -0.0114677 0.0169171 -0.0653472 0.000667927 -0.0272014 0.00204992 -0.00104597 -0.0456419 -0.00820563 -0.0421621 0.0190631 0.0353389 0.0197077 -0.0209054 -0.00830591 0.00123152 0.00243989 -0.000123377
internal_weight=200.123 1.58954 198.533 4.04255 194.491 3.12115 1.54479 191.37 7.27264 6.65562 184.097 4.45369 3.02687 2.36781 2.20193 181.121 8.55717 172.564 145.997 7.09372 5.44482 3.90969 26.5671 16.6599 13.0555 4.51584 9.90728 138.903 136.237 127.372
internal_count=2900 226 2674 143 2531 240 77 2291 211 198 2080 120 102 76 78 2030 247 1783 1269 86 65 57 514 190 171 75 324 1183 1138 1076
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 12 8 2 10 17 17 10 16 6 3 6 8 2 18 18 7 16 16 18 3 10 0 6 8
split_gain=0.292005 1.35084 1.49006 1.06253 0.733153 1.44845 2.00438 0.912533 0.910689 0.767042 0.762719 1.022 0.733323 0.724994 0.866621 0.653517 2.15145 3.51827 1.80548 3.19323 2.15723 2.6214 1.74503 2.60524 2.32187 3.82976 3.81971 4.46469 3.15842 1.86829
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 21.725272673150005 219.23896387120001 9.5425530862500008 62.731161442750007 60.474177186300004 166.83257850275001 162.59969366065002 72.953999827850012 22.764946765650006 16.705390318750002 93.308316333450009 16.395383075500003 8.4434108459500017 163.32842070695003 13.258783262950002 13.3584252364 23.738191650050002 22.604947139800004 22.574947209950004 13.809421053700001 89.227236891450005 66.697957758300021 92.031298721500022 16.415383542800004 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 -3 -4 10 6 8 9 -6 -7 11 -1 -8 14 15 22 17 -17 -18 -20 -21 -22 23 24 29 26 -26 -28 -27 -11
right_child=1 2 3 -5 5 7 12 -9 -10 13 -12 -13 -14 -15 -16 16 18 -19 19 20 21 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.019060103497800962 -0.14119511615537644 0.09874011084306894 -0.11276823097225797 0.089325009680265202 -0.010565487387547999 -0.10973213424750972 -0.032119743047092579 0.059246165770594855 -0.1161216954235017 0.0490946185371006 0.040377847722980274 -0.10990417017887998 0.078226990623692733 0.044627569511554728 -0.062584884356090498 -0.14524019193073787 0.016344726574939239 0.02992857181138632 -0.12820882464121877 0.063686668600789392 -0.11111660837236531 0.024339734594421888 0.031472209155951163 -0.071026484587133024 0.074882403089988156 -0.17265283658880701 -0.13434314655817417 -0.0010074298237317605 -0.025476614007604328 -0.025115186370081661
leaf_weight=2.1101688013877715 0.81476471899077241 1.0286416264716538 1.0105727579793891 0.35035240650176991 1.1075220182538021 0.63765795459039409 1.1485955076059329 2.6161092213587827 3.1194901530398056 15.474475883529523 8.4372006795601902 0.86693553801160295 1.2661231402307747 3.5884424149990073 2.2397685809992245 2.8409765582764512 19.317300591152165 1.9225418413989244 2.7273140538891303 3.0451561701484007 2.7399652079911903 2.9852559063583612 18.817124648950994 5.1323084346950045 6.3975522466935208 2.3338999534025779 2.6005158305633804 73.198840611439664 3.8858155570924282 4.345103181898593
leaf_count=57 20 8 117 2 8 30 38 23 88 94 149 43 10 22 24 37 114 18 75 17 42 22 118 35 42 41 45 1509 27 25
internal_value=-6.01429e-05 -0.0300025 0.0079106 -0.060742 0.000432131 -0.00109758 -0.046944 0.000624252 -0.0884648 -0.000255971 0.0250227 -0.0184944 0.025739 0.000146168 -0.000792745 3.22231e-05 -0.0119981 -0.0745426 -0.00232968 -0.0337046 -0.00431674 -0.0404867 0.00327025 -0.00141077 0.00189025 -0.00504421 0.000680803 -0.0055819 -0.0807033 0.0328254
internal_weight=198.106 3.20433 2.38957 1.36093 194.902 183.488 6.64173 176.846 4.22701 174.23 11.4143 2.9771 2.41472 173.592 170.004 167.764 35.5785 4.76352 30.815 11.4977 8.77038 5.72522 132.186 113.369 108.236 88.4166 82.1969 75.7994 6.21972 19.8196
internal_count=2900 147 127 119 2753 2504 144 2360 96 2337 249 100 48 2307 2285 2261 325 55 270 156 81 64 1936 1818 1783 1664 1596 1554 68 119
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=10 19 18 7 10 17 16 15 15 15 16 2 19 16 7 8 18 7 16 16 6 16 12 2 12 12 2 19 4 6
split_gain=0.284466 0.757263 0.645993 0.836788 1.08499 0.734324 0.700444 1.18727 0.697138 1.41568 1.2413 1.13282 0.744318 0.918743 1.19669 0.718771 0.705809 1.41411 1.63281 3.91014 1.36827 1.64893 1.31826 1.80468 1.36033 1.249 1.16573 0.79531 0.764802 2.61485
threshold=90.988176966900014 10.850875481800001 17.327266398450003 26.752366550650006 80.468240302450013 187.59608338195002 17.654958715000003 20.310401204950004 15.867801003350001 17.382777826050003 13.734967881700001 292.80063980640006 11.850956171350001 14.524966034300002 26.185885009700005 3.3473877318000005 15.269763541350001 24.976928324600003 18.764956119400004 15.919962772200003 14.185331438000002 15.164964537700001 212.36614019295004 309.73785348360008 202.12526968910001 168.89403718590003 187.77144079505004 14.151141757350002 309.48890441440005 15.925372093750001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -1 -10 11 -11 15 14 -14 -12 20 -18 19 26 21 -15 24 27 25 -23 -19 -24 -22 -30
right_child=1 -3 6 4 5 -7 -8 -9 9 10 12 -13 13 16 -16 -17 17 18 -20 -21 28 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.042796968502374168 -0.10218764993360147 0.031104273343923978 0.039209845472106118 -0.10126381927754922 -0.11552766288007438 0.022932430921443699 0.10604542269857459 -0.066432465933424847 0.057618082587566212 -0.10473574701975862 0.00033417422215131418 0.02141062149229413 -0.13047546201967072 -0.14611842870994105 0.031440788537043372 0.089892100672054928 0.073781142791618529 -0.0072578393540323185 0.064298409535025289 -0.093292152359249328 0.0045970150129604039 -0.0014545310153398047 -0.077661008892677463 0.014285528950753601 0.091207833124793414 -0.12165313079686013 0.078606350927236224 -0.20006006406406415 -0.086827315794628809 0.0025839565647393752
leaf_weight=3.6953127468004814 0.92272642214083933 0.792120284459088 5.0460774285020298 1.8861397535074491 0.46614396164659444 2.1483792011858895 1.0233402550220487 1.3480246955296022 4.3221351093379772 2.1101853188592936 1.7608401603065424 1.0743121524574233 1.1955885695060704 1.1520156525075425 0.73834542941767711 1.8249208290362728 3.7831260913517353 3.3360417208168638 3.4478076212108126 3.9516082492191344 114.55195288665709 6.6435232772491855 1.2465293838176874 1.4501387121854348 1.3673727475106714 0.99381810333579768 3.0057902305852622 0.9246356151998042 4.188860262976962 14.925142536638303
leaf_count=192 249 70 120 53 24 71 8 44 74 94 23 12 41 23 12 25 43 37 27 111 1037 111 40 38 11 33 24 8 70 175
internal_value=-6.78955e-05 -0.0406176 0.000291266 -0.000861657 -0.0434564 -0.00175365 0.0292316 0.016938 0.000193462 0.00108598 -0.000320919 -0.0621794 0.000834518 -0.000133965 -0.0686584 0.0459134 0.000669351 0.0196423 0.00473729 -0.0152128 -0.00158567 -0.0315904 -0.0211407 -0.0720938 -0.00064957 -0.0170955 0.0334386 -0.129787 0.00150716 -0.0170106
internal_weight=195.323 1.71485 193.608 186.191 4.50066 2.61452 7.41744 6.3941 181.69 177.995 173.673 3.1845 170.488 166.902 1.93393 3.58576 164.968 17.5244 13.7412 10.2934 147.444 13.778 12.626 3.6213 9.00471 7.63734 6.34183 2.17116 133.666 19.114
internal_count=2900 319 2581 2409 148 95 172 164 2261 2069 1995 106 1889 1841 53 48 1788 242 199 172 1546 264 241 86 155 144 61 48 1282 245
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=3 10 18 12 5 13 6 9 0 15 9 8 4 17 3 9 6 18 18 18 15 0 9 17 15 2 18 15 10 6
split_gain=0.293579 0.973029 1.29533 1.4646 1.21056 1.15699 1.10442 0.842919 0.802887 0.763939 1.16341 1.79377 1.08191 0.754314 0.753195 1.90174 1.00118 0.824379 1.86043 0.738049 1.07991 0.731952 1.15152 0.671634 0.602409 0.708518 0.542369 0.559621 2.47619 2.01032
threshold=93.883646373400012 61.917879202350001 13.101381023200002 113.21840097485001 23.334907547600004 117.60660091645001 16.415383542800004 200.63976601170003 85.807518149550006 43.132842597400007 191.62448690950001 10.441851282850001 376.98468903265001 188.84204146815003 93.58791597905001 191.62448690950001 16.605387982250004 13.075178189100003 12.903279561150002 12.386025881750003 42.133814420300006 76.591483678350016 71.82068887245002 187.45953903175004 36.040858416950009 81.219375828750017 13.1493823129 41.211223942950006 61.987779113750001 16.285380505300001
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -3 -6 -4 23 10 12 -12 13 19 17 -16 -17 18 -10 21 24 22 -2 -1 25 -21 -19 28 -28 -29
right_child=1 2 7 4 6 -7 -8 -9 14 -11 11 -13 -14 -15 15 16 -18 26 -20 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0024360225947623539 0.027413057798616376 -0.12556059476570289 -0.11205793355642034 0.098940730866918514 0.08417462887910071 0.0077926679718880263 -0.1288197406279997 0.0030598796832442057 -0.021707357034859258 0.036074510312474883 -0.13112881745784158 0.028829583514949714 -0.11211967301384206 0.10156613432307721 -0.092433169148790587 -0.027795349275990745 0.072345154959783622 -0.042640767362683782 0.08042080610842943 0.10484094175975756 0.060717139580112614 0.082360037988133281 -0.10791278254361934 0.058906147780898505 -0.17407624938003821 -0.10508798546802899 -0.092650835967768463 -0.030581010073712223 0.00045276687360816553 0.038922922353314113
leaf_weight=3.0277232842054209 3.450458495994102 1.3060612680856123 2.6487568782758903 1.6549334435258063 0.41652355156838872 1.2964247092604635 0.58585888158995658 0.83707731554750342 3.242075477843172 5.1476538926362982 1.7022313980851316 1.1919527687132356 0.70256399584468532 0.93850588519126166 2.9988054963760069 2.5134195203427225 1.6562662348151205 2.9456196911633006 3.9653027318418026 0.23614318110048749 0.63497759401798237 1.5902618540567344 0.76892011548625294 4.348327586427331 0.58193250000476837 0.50369514938211069 2.9260569661855689 6.1256440642755505 120.35000086607761 12.978311752434818
leaf_count=18 61 43 73 11 7 6 52 16 28 38 43 8 29 8 30 38 8 20 29 2 3 18 101 27 4 53 23 70 1960 73
internal_value=-7.28422e-05 -0.00991586 -0.0371396 -0.00580941 0.0464118 -0.0591309 -0.0403134 -0.0844139 0.00147038 0.00372875 -0.00980642 -0.0652509 0.00725096 0.0168852 -1.94166e-05 -0.0316981 0.0119821 0.00146937 0.0344808 0.00665224 -0.0464656 0.0245429 0.0027519 0.0337264 -0.0979561 -0.0380824 -0.000167824 0.000710874 -0.00175712 0.0166366
internal_weight=193.272 26.1949 8.74564 5.2598 2.65732 2.60249 1.00238 3.48583 167.078 17.4493 12.3016 2.89418 9.40746 8.70489 159.702 7.16849 4.16969 152.533 7.20738 7.76639 1.95675 5.80964 4.21938 7.37605 1.32177 0.739838 145.326 142.38 123.276 19.104
internal_count=2900 576 208 119 70 49 59 89 2324 368 330 51 279 250 2279 76 46 2203 57 242 62 180 162 45 59 55 2146 2126 1983 143
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=19 3 18 15 15 16 18 16 7 13 16 19 16 3 3 13 5 5 9 13 9 17 2 5 7 17 2 7 10 19
split_gain=0.262756 0.588845 1.12788 0.35268 1.80607 1.60783 4.34901 1.58763 1.47874 1.77139 1.59221 2.12994 1.68216 3.40582 2.65219 2.45254 2.56317 2.36238 4.48127 3.31817 1.81261 1.34195 1.2944 1.5206 2.38993 2.88166 1.15428 1.19094 1.68423 1.67932
threshold=14.651182102100002 92.913112988300014 13.434779691800001 28.566186095050004 27.008040895250005 18.684956306450005 14.025183600500002 19.214955067100004 25.396105459650006 109.41218053485001 19.214955067100004 13.751109481500002 19.974953289850003 88.173361304300016 89.227236891450005 113.96105169155001 19.812684199800003 21.197160116700001 197.19111486365003 116.91566717695001 190.24759545780003 200.23903127160003 187.03662689815005 16.579584939650001 24.052187734100006 169.94681044690003 175.40496222385005 21.841300704500004 75.085947125300024 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=3 -2 -3 4 22 6 -5 -6 9 -7 -11 -12 -13 -14 -15 -16 -17 18 20 -20 -18 -8 23 26 25 -25 27 -1 -29 -30
right_child=1 2 -4 5 7 8 21 -9 -10 10 11 12 13 14 15 16 17 -19 19 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.083336789787445284 0.059032515255899226 0.040596037749716596 -0.054512491772633946 0.052440794373438016 0.06522959455369691 -0.081873419387030563 -0.14912995427824702 -0.013216439407809625 0.051126010293097095 0.069998245306906764 -0.086819688253124444 0.066516726938526491 -0.12461350574609927 0.064946763521475506 -0.085923937061695307 0.073417819678209637 -0.0439823541576135 0.0034319805518128067 -0.032332334457991371 -0.19235452317209389 0.039759562909283959 -0.040967849759425544 0.014794385332661281 -0.1135866628169811 -0.11609928082219588 0.025947443055233943 -0.083295370735090468 0.068930175249642331 0.015394856084983592 -0.059709006751129862
leaf_weight=1.4188341493718386 2.4076801091432563 2.8486068975180387 2.2175070908851922 2.7015609407098955 8.1102524445159343 2.8223214447498313 2.8911992311477661 3.78347682673484 5.1585337799042454 3.0172950645210213 2.9922247336944556 3.5388877354562274 2.2732188878580919 5.7595762014389029 3.6038280799984923 4.3088170103728762 5.2140731588006002 57.190383743145503 2.4693365693092337 2.7266020746901631 5.1257060468196869 1.9014308985788373 24.969291385117685 2.0771312354481761 3.3736331537365913 5.1490656968671829 1.5820370183791954 4.0671813359949764 12.073022988537561 3.951690097921527
leaf_count=31 13 27 21 37 87 56 88 34 47 19 39 16 28 39 22 25 34 492 15 26 28 50 729 175 44 80 66 39 364 129
internal_value=-6.48759e-05 0.0183162 -0.00103426 -0.000810472 0.00474334 -0.004257 -0.0490233 0.0402754 -0.00109801 -0.00376421 -0.00151977 -0.00378641 -0.00109199 -0.00379026 -0.000611286 -0.00529373 -0.00152171 -0.00596167 -0.0405417 -0.116305 -0.00246924 -0.106218 -0.0024608 -0.0152485 -0.0466051 -0.0141609 -0.000855461 0.0052077 0.0114605 -0.00312574
internal_weight=191.724 7.47379 5.06611 184.251 70.5556 113.695 7.49419 11.8937 106.201 101.042 98.2199 95.2027 92.2104 88.6715 86.3983 80.6387 77.0349 72.7261 15.5357 5.19594 10.3398 4.79263 58.6619 33.6926 10.5998 7.2262 23.0928 21.5107 20.0919 16.0247
internal_count=2900 61 48 2839 1778 1061 175 121 886 839 783 764 725 709 681 642 620 595 103 41 62 138 1657 928 299 255 629 563 532 493
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=12 9 9 2 9 9 7 2 8 6 7 8 7 9 18 15 7 16 17 7 2 18 12 4 2 4 8 18 7 12
split_gain=0.277211 1.05545 2.96386 0.991276 2.6628 0.914815 0.957879 0.814008 0.614926 1.67806 0.910702 0.781149 0.570029 3.43167 5.25693 2.98358 1.83413 1.45777 1.44521 2.54797 1.93451 2.35781 1.76253 1.31216 1.19226 2.02662 1.7196 1.8982 4.07339 1.50641
threshold=92.695913642950003 196.26893085885004 189.78071820640002 56.184788788300004 186.98623176200002 198.65201223855004 23.9444576715 71.847610775600018 8.9430209551500024 18.080422446150003 21.725272673150005 8.7431769115000026 23.124786352450005 190.58777288605003 13.316069313700003 41.657300687350009 23.147601011700004 22.694946929300002 190.40793214150003 22.806258769100005 183.32965447860002 14.339258036900002 98.870599058600007 196.92079858070002 125.31286365695001 229.01066513960004 8.6432548896500023 13.713893333650001 23.738191650050002 143.81891023950001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -3 -7 -2 11 -10 -11 12 13 18 15 23 -14 24 19 22 -20 -22 -9 -15 29 -26 27 -27 -29 -18
right_child=7 5 -4 4 -6 6 -8 8 9 10 -12 -13 16 14 -16 -17 17 -19 20 -21 21 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.062424809745782905 0.042474851973644853 0.066196244044612149 -0.11159499926071564 -0.12514293550088676 0.07537272606334583 0.022225141364272973 -0.061775270279098252 -0.10432927322195235 -0.090538443449013878 -0.055411743249970419 0.054786317857909529 0.033896757284532029 0.085663847847235963 0.060669372259365563 -0.15985698455124908 -0.10357313887674968 0.0083845365847198088 0.071643899027849386 0.06994755050589023 -0.14338833101141646 -0.15041387237587334 0.045866936333159351 0.0078228665659826613 -0.023383242964919518 -0.080414100973934921 0.033569975841147036 -0.083206434783428207 -0.14445901488421986 -0.0029724059732867693 0.0786564428739574
leaf_weight=2.1431646891869622 4.6291057583875945 2.3019215092062932 3.2722641667351127 1.3814388256869281 1.2721855998970566 3.7517807486001402 2.1272297924733721 1.4795656728092641 2.6671689830254754 1.1546232869150119 2.1397193837910891 6.9620159912155932 2.6761151207610956 3.5737007111310941 3.3915163062047204 2.8348326462437399 24.665801854454916 2.9008046872913829 6.5625772136263532 1.2617527107940976 1.0204444355331364 1.5290240560425443 26.480048103258014 3.8671187236905098 3.5967430858872822 13.264987307600675 2.5894934814423314 2.1248929284047327 48.000195662752958 3.4810935365967444
leaf_count=20 30 12 37 33 7 33 38 24 45 29 32 59 12 20 35 54 310 22 50 24 29 23 564 23 34 85 31 58 1100 27
internal_value=-6.77229e-05 -0.012555 -0.0382165 0.0118407 -0.0290129 0.0127555 -0.00816912 0.00110621 -3.21508e-05 -0.0315748 0.0161634 0.00112672 -0.000342333 -0.00888135 -0.0519041 -0.0162738 0.00395615 0.00178312 0.00645771 -0.0043849 0.0412288 -0.032696 0.001888 0.0169858 -0.00029062 -0.00731603 -0.00333123 -6.83183e-05 -0.00897028 0.0170755
internal_weight=189.103 16.25 8.06905 4.79679 2.65362 8.18093 5.87901 172.853 168.224 5.96151 3.29434 162.263 155.301 52.0006 13.6672 10.2757 103.3 100.624 38.3334 29.2214 9.11205 2.54947 27.9596 7.44082 97.7232 69.5763 65.9796 63.3901 50.1251 28.1469
internal_count=2900 180 97 60 40 83 71 2720 2690 106 61 2584 2525 846 132 97 1679 1667 714 612 102 52 588 43 1645 1308 1274 1243 1158 337
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=6 6 0 10 13 7 13 10 10 3 0 18 7 16 2 8 18 3 6 5 5 6 7 12 10 13 13 7 17 15
split_gain=0.286526 1.88523 1.17603 0.991948 1.17831 2.2258 1.35005 2.92449 1.50155 1.88844 2.59191 1.99678 1.49299 1.983 4.11168 1.35705 1.25671 1.063 2.49466 0.920942 0.936541 0.953841 0.84097 2.34325 2.32014 1.49018 4.00078 1.95705 1.71909 1.40001
threshold=13.665319288000001 13.775321858200002 97.835679825150024 75.465019721650009 104.51649827935002 23.9444576715 107.97116697695002 71.090898343450007 70.865067860500019 85.54673771085001 94.776214472700005 14.371157440600003 24.437987282900004 18.984955604900005 256.81022870250007 7.943800736700001 14.255915995100002 86.302194445500007 15.135353635100001 20.950952025950006 20.410615048800004 13.355312044750002 23.124786352450005 216.90516601515003 61.944763783650011 113.92610173585001 113.17333345935002 23.046547257250005 173.53196984515003 37.576156502300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 3 4 5 -3 -6 8 9 10 -8 16 -13 -14 -15 -9 17 -11 -19 20 21 -1 23 25 -25 26 28 -27 -20 -24
right_child=1 2 -4 -5 6 -7 7 15 -10 11 -12 12 13 14 -16 -17 -18 18 22 -21 -22 -23 29 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0022000647899114534 0.071796475143618463 0.018257322146988168 -0.073839601527258478 0.050381142142456752 0.042547594778432535 -0.17136329951896481 -0.11534279627654714 0.017155707408670434 0.080798737547867205 0.060808171607482767 0.015685273992764173 0.081140832129727766 0.071149559250280076 -0.11624795086797285 0.066834295142095088 -0.11741967441262911 -0.071314002156793538 -0.095883523580626379 -0.083963123416373728 -0.065592681903442682 0.090241201702145779 -0.070700138836932089 -0.016572941274869642 -0.010698685805451275 -0.14083555405115206 0.0095957636369025136 -0.21768148161433989 -0.091024732891694993 0.075440617705494123 0.024156371825435827
leaf_weight=34.4948006439663 3.7699122629128388 1.3568108055624173 2.1161276805214575 3.995541430078446 7.423939954256638 1.138441629707813 3.2492494542384511 0.99000492598861356 2.3386376616545013 2.7709525972604743 2.819924377836287 5.1654114952543742 3.4232836328446847 2.5446363370865583 2.3683561980724335 3.0820483467541635 2.5531200282275668 2.7501473128795615 1.2050310549675485 2.5580536410561754 1.034565518843009 2.1600924388039848 12.138532612472771 3.0563790975720613 2.482895540248137 41.797637233597925 1.1345263776020145 2.0267136143520466 1.5426607741974292 27.69482942961622
leaf_count=1213 34 46 36 30 94 9 58 14 14 14 26 33 20 31 25 67 21 19 53 66 15 40 87 64 68 440 25 19 17 202
internal_value=-5.38349e-05 0.00199381 0.000155731 0.00126586 -0.000165997 -0.0682558 0.00109666 -0.00132384 0.00143506 -0.000102349 -0.0544631 0.00277519 0.0388966 0.0127208 -0.0279914 -0.0847015 -0.00204619 -0.000252597 -0.0020182 -0.00752938 -0.00358852 -0.00623681 0.000755175 -0.0074662 -0.0690306 -0.000317883 -0.0596989 0.00494244 0.00553232 0.0117448
internal_weight=187.183 146.936 143.166 141.05 137.054 2.49525 134.559 127.135 123.063 120.724 6.06917 114.655 13.5017 8.33628 4.91299 4.07205 101.153 98.6003 95.8294 40.2475 37.6895 36.6549 93.0792 53.2458 5.53927 47.7066 3.88222 43.8244 2.74769 39.8334
internal_count=2900 1566 1532 1496 1466 55 1411 1317 1236 1222 84 1138 109 76 56 81 1029 1008 994 1334 1268 1253 975 686 132 554 95 459 70 289
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=15 7 3 2 15 16 0 10 17 13 13 13 9 17 17 7 8 10 9 2 10 19 15 10 7 7 15 13 19 10
split_gain=0.290352 1.18754 0.802512 0.784615 0.410794 0.358086 1.61057 1.3425 2.25958 1.22746 2.17368 1.92566 1.75187 1.57686 4.19068 1.48981 1.43091 1.66958 1.07459 1.62122 0.841957 0.919162 3.55807 2.18502 1.26696 1.76826 1.12807 0.710721 1.56005 1.01404
threshold=46.574831689400007 23.539316666200005 100.32250359580001 287.56973319225006 46.422062705750008 22.624947093000003 86.280686780500005 62.095317438950012 200.96259924040001 117.38883580790001 117.47217800995001 117.34850893595002 197.6620677562 193.52305340940003 191.06791329340004 23.699538637550003 8.3434888241000014 62.095317438950012 185.04294426330003 95.052090232450013 62.046925192600007 14.551174033150001 42.133814420300006 61.82916008405001 22.940014114900002 22.477322886550002 38.469938489650012 115.25151159420001 14.551174033150001 64.221887820150016
decision_type=2 2 2 2 2 2 2 2 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 9 20 -8 -9 11 -11 27 13 14 16 -14 17 18 19 -12 21 24 23 -23 25 26 -7 28 -1 -29
right_child=1 3 -4 -5 -6 6 7 8 -10 10 12 -13 15 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00049313233455026398 -0.11597349112060609 0.054811316493476342 0.032149403557313987 -0.034872271240393209 0.051716973862538519 0.029696417869399895 0.069565733196025756 -0.065393258534867535 0.062869253672724223 -0.088641332852369234 0.090830613044619382 0.11225838581709183 -0.095108857353521481 0.060480283537310636 -0.14293958393388759 -0.0050891211091543542 0.056690348647792183 0.074542260096706628 -0.17613322066934034 -0.12143709451735255 -0.059240213180331125 -0.021671153751740075 0.056328334468361489 -0.18301279961266625 -0.039591705312307005 0.068466426276458325 -0.055553663681889555 0.011809909342695704 -0.10973803541774321 0.093757790925979745
leaf_weight=100.29345318334526 1.6187338740273838 1.9914842927828433 0.47254586219787587 1.9121604179963467 1.5631412034854282 3.5096866937819922 6.5460307188332063 2.5913142822682858 2.9225805960595608 4.0904687198344645 0.63754917448386794 1.5725758541375388 3.5751720401458433 4.4690327513962975 1.9378457465209065 3.7846742626279593 4.6578490678220987 1.04405852407217 0.75063735805451859 0.82594289456028491 2.6278837244026354 1.71910933102481 2.5437015565112233 1.6402856409549711 3.4968625176697961 5.8203383702784777 2.7830124674364924 10.62585635948926 1.3244440457783628 1.7601339071989048
leaf_count=2084 84 16 3 29 11 24 37 19 25 30 9 7 34 25 17 25 28 7 7 57 25 27 17 14 37 33 22 127 13 7
internal_value=-4.74443e-05 -0.0216956 -0.0825036 0.0108807 0.000677119 0.000227768 0.00910181 0.0389443 0.0025909 -0.00204495 -0.0217786 0.0023556 -0.00916486 0.0112108 -0.0111344 -0.0488178 0.0211316 -0.0297027 -0.0788587 -0.0289657 -0.00580644 0.000720668 -0.0328922 -0.100449 0.0134318 0.028739 -0.00800633 0.000839593 -0.00191698 0.0234553
internal_weight=185.109 5.99492 2.09128 3.90364 179.114 177.55 36.2008 12.0599 5.51389 141.35 25.7732 115.576 21.6828 14.3229 9.85388 7.35985 7.91604 3.25819 2.21413 1.46349 24.1409 21.513 5.9031 3.35939 15.6099 12.113 6.2927 114.004 101.618 12.386
internal_count=2900 132 87 45 2768 2757 280 81 44 2477 239 2238 209 150 125 59 108 80 73 66 199 174 58 41 116 79 46 2231 2097 134
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=3 9 6 8 4 7 5 2 16 7 19 12 12 3 3 9 17 18 17 16 6 6 6 2 12 13 4 18 15 6
split_gain=0.271739 0.746309 1.85224 1.36904 0.931966 0.723681 1.67524 1.45072 0.878365 1.57226 0.664469 0.635105 0.692104 0.631212 0.804997 1.73923 1.50172 1.41823 0.928966 0.578762 0.635657 1.49267 0.984839 1.81016 0.721697 0.462056 0.458877 0.692226 0.737928 2.02818
threshold=93.883646373400012 186.14781787895004 16.465384711100004 8.3434888241000014 375.86663358980007 22.446731871300006 30.133297129900004 136.00952513250002 22.824946625350005 23.587720440700004 14.651182102100002 58.770113158150004 78.909246879600019 93.82450029455002 93.58791597905001 193.60452210450003 187.73134645290003 13.064341268650002 184.59783591905003 14.574965917400002 16.475384944750001 16.525386113000007 16.665389384150004 121.41360778140002 149.11894257355002 117.79210452745001 155.77228353875003 13.197799034350002 41.211223942950006 16.285380505300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 19 6 25 -7 9 -9 11 -1 -13 14 17 16 -16 18 -14 -2 24 -22 -23 -24 -21 -4 -19 -28 -29 -30
right_child=1 2 5 -5 -6 7 -8 8 -10 -11 -12 12 13 -15 15 -17 -18 26 -20 20 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.074500339874206456 -0.10802525673803641 -0.12782842620229493 -0.14676534069332947 0.10547536273014463 -0.11185985926349835 0.077380084618961953 0.037987583846904947 -0.13456468679909378 0.040101685581984549 0.030258336832895888 0.037584725114338406 -0.044234556339620819 0.015299626399726044 0.043136512570771793 -0.14791128237209858 0.018362896747965315 -0.028038943694873381 0.040885334095139163 0.1003886946862363 -0.024328941796203332 -0.097893795291052327 0.053208686929011019 0.056927320229262883 -0.12167460260456103 0.075624604484461636 -0.060444189157275154 -0.03863145801348869 -0.0027721501566347353 -0.028014074001299412 0.045987574890522818
leaf_weight=1.1454849131405342 0.44503659376641813 1.6067865936784063 0.95985559571999912 1.2690526482183475 0.74891001958167258 2.0952194123528898 1.6016018465161321 1.3371324927429675 1.2637213218258692 1.0204024938866494 4.9372890815138808 3.4939569190610191 2.9092333676526314 3.4389072861522427 1.6727255550213138 3.9092467604205012 2.7852390264160931 2.6399773517623535 2.2954523302614689 1.0546083922963574 1.4803022183477876 3.0124022981035523 1.1145649033715019 1.1560896688606588 2.2929679695516825 1.7518528301734475 4.7663178960792711 108.85168190606055 5.7010782066499841 10.570605622604488
leaf_count=6 48 38 38 10 36 12 12 36 21 12 32 35 31 24 19 40 29 21 15 34 19 35 57 112 26 30 37 1907 68 60
internal_value=-2.87951e-05 -0.00989882 -0.0281496 0.00699136 -0.00406416 -0.0121809 -0.0431042 0.0111521 -0.0271668 -0.063225 0.00147298 0.000316577 -0.000238699 0.000789248 -0.000207513 -0.0303237 -0.0730177 0.00162201 0.0528269 0.00358357 0.00849608 -0.00914398 0.0157236 -0.0340067 0.0441356 -0.090999 -0.000388898 -0.00122779 0.000197029 0.0200598
internal_weight=183.328 24.2105 11.6366 12.5739 11.3049 10.0298 4.31331 5.71648 3.62126 2.35753 159.117 154.18 153.034 149.54 146.102 8.36721 4.45796 137.734 5.20469 10.556 10.1109 6.76336 5.28306 2.27065 3.34758 2.71171 132.53 129.89 125.123 16.2717
internal_count=2900 576 199 377 367 161 80 81 69 48 2324 2292 2286 2251 2227 88 48 2139 46 331 283 223 204 169 60 68 2093 2072 2035 128
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=15 13 7 16 15 15 19 15 10 5 10 16 4 6 9 13 15 13 10 6 2 4 19 5 5 9 9 4 2 17
split_gain=0.26545 1.19755 1.21146 0.435329 0.334443 0.334817 1.03709 0.535413 1.17006 1.48942 0.880793 0.754116 1.60526 2.78997 1.10975 0.655539 1.92384 1.40727 0.880851 1.25153 1.16218 0.843069 0.826035 0.513983 1.89136 2.97439 2.5777 1.84767 1.10093 1.80877
threshold=46.574831689400007 117.61735474900001 23.539316666200005 22.574947209950004 46.422062705750008 45.169600924000008 14.451165964200003 42.80317728375001 61.917879202350001 23.606333875400001 62.079186690200011 22.674946976100003 254.49455531690003 16.555386813950005 192.33792147965002 117.62810858150002 42.133814420300006 117.60660091645001 61.917879202350001 16.495385412050002 126.02137215710002 278.57566241625005 14.651182102100002 21.850554661550003 20.950952025950006 183.38674815750002 198.78883073475004 279.78379849440006 163.32842070695003 169.94681044690003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 7 -7 11 -9 10 -10 15 13 -13 -15 16 17 22 19 -17 -21 -22 23 24 -1 -26 -27 -28 29 -25
right_child=1 2 -4 -5 -6 6 -8 8 9 -11 -12 12 -14 14 -16 18 -18 -19 -20 20 21 -23 -24 28 25 26 27 -29 -30 -31
leaf_value=0.0027676005766260454 -0.0038634908919572956 -0.067130741562068705 0.051139310027789209 -0.11490236459800221 0.047741600872740861 -0.08035425662915173 0.025362502059303679 0.065760939651847247 0.064921354553834867 -0.076144712037271897 -0.015781137113701622 -0.15022371517073632 0.039600088710934359 0.035048983937827349 -0.059566894509236724 -0.08169786722328784 -0.10551296898446508 -0.098485718353287247 0.051797725020222923 0.092390202867629528 -0.12107313184798148 0.053548628726826586 0.055253191921241479 -0.10782565643331626 -0.17169252508673954 0.013553236220409418 -0.13933149591489138 -0.013077995650336847 -0.0056036902380003162 0.049793110717754246
leaf_weight=96.759141777612967 0.47234973264858027 1.3164786896668377 2.5315133240073919 1.3982483096042413 1.4960982305929054 1.9265285856090479 1.7902929242700336 3.9588543521240336 2.7656671591103077 1.9672045353800056 2.6464922288432717 2.0646266937255842 2.5868799936724827 2.4993859454989433 2.4595074011012912 1.5025713238865117 1.725963438861071 1.4152864542556916 5.6538341008126736 1.4473947957158091 0.62079973495565333 0.49849232856649905 2.8255229704082003 0.78676573740085842 1.4574917472200457 8.0088352514430863 2.4677940323017529 2.1858591726049781 12.802463086467467 9.7571974605089036
leaf_count=1789 16 38 18 60 11 26 18 25 18 23 33 18 30 18 38 12 15 12 27 23 39 8 19 136 35 48 22 29 213 83
internal_value=-2.61351e-05 -0.0212296 0.0106766 -0.0868636 0.000662506 0.000259054 -0.0294333 0.000904956 0.0219022 -0.00162697 0.0254586 -0.000587413 -0.0277428 -0.0525463 -0.0118785 0.0011534 -0.000588074 0.0007198 0.0262628 -0.00921553 0.0332166 -0.0433029 0.00174427 0.000617873 -0.00222163 -0.036411 -0.0208397 -0.0800292 0.0141035 0.038032
internal_weight=181.796 5.71859 3.84799 1.8706 176.077 174.581 3.71682 170.864 11.3382 7.37936 5.41216 159.526 9.6104 7.02352 4.95889 149.915 140.192 138.466 9.72309 4.06926 2.56669 1.11929 137.051 134.226 110.879 14.12 12.6625 4.65365 23.3464 10.544
internal_count=2900 132 56 76 2768 2757 44 2713 99 74 51 2614 104 74 56 2510 2401 2386 109 82 70 47 2374 2355 1923 134 99 51 432 219
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=5 7 7 12 18 18 4 8 3 5 18 18 7 18 7 9 7 3 10 13 0 13 0 7 18 19 6 8 17 10
split_gain=0.260373 0.266774 1.09019 1.57778 0.927176 1.31981 1.12318 0.738804 0.729428 1.40455 0.619121 0.707314 0.733608 1.14834 1.81195 2.09727 1.02438 1.04628 0.806882 0.94805 1.26002 1.61956 1.29456 0.946662 1.79482 0.799356 1.42864 0.824223 1.09849 0.691455
threshold=0.72854279865000005 20.778835947700006 21.725272673150005 219.23896387120001 14.163996107200001 13.386548691950003 375.86663358980007 8.4434108459500017 103.44111502715002 29.040033326300005 12.752103815600002 12.903279561150002 22.597569836950004 13.042786209850002 22.765858321950002 188.53841931785004 22.535351262400003 93.932038619750017 61.614083433650009 117.69263157665002 85.775256651950016 117.66037007905001 85.807518149550006 22.806258769100005 13.197799034350002 14.451165964200003 16.455384477450004 8.0437227585500022 183.95506935190005 61.998532946250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 7 5 6 8 -3 -2 -10 -4 29 16 -14 15 -15 17 25 -16 20 21 -20 -22 -24 -25 26 27 28 -13 -12
right_child=1 2 10 -5 -6 -7 -8 -9 9 -11 11 12 13 14 18 -17 -18 -19 19 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10275516428865004 0.0484165714200692 -0.12850359780736673 0.053330357597915046 0.024456151336793425 0.095427506737666326 -0.11324744763918092 -0.11084031905476872 -0.038881406764410043 -0.11352904853256529 0.023114154050599807 0.0055605668236415988 0.05977366417530601 0.06183909788764759 0.017614817041794861 -0.084139835210473052 -0.097013840965161802 0.072599125646941029 -0.051948061931679348 -0.11892227786615395 0.047925161622265539 0.096464054287830059 0.027903873958066545 0.063419635070080152 -0.10727378899198453 1.3167342003168041e-06 0.062592516604689258 -0.07564892799021776 0.091633528838585027 -0.081420595639313906 -0.074096919025564423
leaf_weight=0.24636575963813712 5.3370021529262832 1.8199544403469183 2.1962007882539174 2.1602109435480088 1.2630875874310721 0.86993480543606061 0.66458328205044459 1.8597150632413102 0.95999698049854476 3.4760618268337566 1.926247082534245 1.2219645848963399 2.8324590630945741 2.5903883245773605 1.126882851240224 4.1584488118533045 3.1845824129413804 2.2905383282923131 1.9664488058770069 4.1409235484898081 1.4015539397951204 1.2157016433775423 2.2949356669560066 1.5806116343010206 117.51436458504759 3.3244021562859416 1.7004871536046264 1.5201310403645036 1.0035349717363713 2.509215340949595
leaf_count=85 98 68 25 48 10 32 29 28 107 108 21 21 34 33 19 38 31 37 58 26 7 10 16 23 1783 21 12 12 39 21
internal_value=-2.19444e-05 0.00011858 -0.000935618 -0.0433825 0.0141688 0.00509194 0.014955 -0.0832083 0.0235093 -0.00645648 0.000597373 -0.000128705 0.000997529 -0.00119011 -0.00248388 -0.0530162 0.022623 0.00823443 0.000114651 0.000844354 -0.000703256 -0.0628291 0.000906741 -0.000196552 -0.00142242 0.0239519 0.000364999 0.0348747 -0.00389446 -0.039503
internal_weight=180.357 180.111 167.54 5.83988 12.5707 11.3076 10.4376 3.67967 9.77306 4.43606 161.7 159.504 155.068 140.823 137.99 6.74884 14.2456 11.0611 131.241 130.115 125.974 3.18215 122.791 121.39 119.095 8.77052 5.44612 3.74563 2.2255 4.43546
internal_count=2900 2815 2431 144 384 374 342 96 313 215 2287 2262 2220 2047 2013 71 173 142 1942 1923 1897 68 1829 1822 1806 105 84 72 60 42
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=14 16 14 2 4 7 18 18 17 19 0 13 15 19 18 12 2 17 17 5 8 16 14 8 9 17 5 4 6 16
split_gain=0.264956 1.1353 1.04248 0.994993 0.949312 0.962272 1.88468 1.40735 1.42414 1.29061 1.1739 1.10875 1.02154 5.54335 2.106 2.02033 3.75459 1.83695 3.24395 1.90541 1.81318 1.36393 1.176 1.08793 1.01918 0.995173 1.27743 0.917991 0.84162 1.55951
threshold=241.54317565595002 13.894967507500002 244.99684607285005 155.18475231920004 233.74578482015002 24.785467646950003 14.662165311550002 14.445615684650003 201.78545703200004 12.751028791950002 93.972365491700018 109.47132661375001 31.385732506450001 14.051133688400002 13.512826932300003 94.472960382900013 62.731161442750007 188.54236693505001 186.34046889365004 21.495293572000005 5.9453602998000008 22.614947116400003 193.50822769395003 8.2435668022500028 197.33595066125002 184.84480138465003 23.524801812050004 225.05241822990004 16.515385879350003 22.664946999500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -8 -11 -9 15 22 17 16 -3 18 21 -19 27 -15 -14 -20 -18 26 -23 -17 29 -4
right_child=2 4 28 -5 -6 -7 9 11 -10 10 -12 -13 13 14 -16 20 24 19 23 -21 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.071543693539957862 -0.11223260835284771 0.021339271682366823 -0.0017675506253821615 0.0027097095660906043 0.051354529352080784 0.029112903480753089 0.0032876662724952046 0.0074958967260741324 -0.080179884271473281 -0.0071109643393647438 -0.13826333292206291 0.11275431627380506 -0.19361139885944773 0.077025132452705439 -0.066346926028814021 -0.06598510551244538 -0.21126625128242138 -0.0075643274034368317 -0.024402418880698232 0.066568251548443813 0.069213343315825335 -0.082063447411182822 -0.075581615964467816 -0.11391929975351184 -0.069264541221646658 0.051389943888496187 0.019034297998150321 0.045919121872189238 -0.02813629060576904 0.058077087340503757
leaf_weight=1.9511911853624031 1.6986074824817472 6.1171183523256349 72.305914751224918 1.3529893540544433 4.3068728771177112 12.184555409476159 2.0437470696633673 1.977177133085205 2.1602484397590151 0.98148653190583024 2.2400227217003703 2.0263808183372021 1.5374118335312226 3.177690684795385 3.7111420780420294 1.7911379296565422 0.94848720100708339 5.5422203205525866 2.5199784003198138 9.260163192637263 9.0109686792129633 2.2734855115413666 1.872084508067928 2.943477148655802 1.0820208829827604 2.431011218810454 2.7758597957435995 1.240968062309548 10.667190006570307 4.633539061411283
leaf_count=155 32 48 1486 16 45 143 21 32 20 19 40 8 16 16 25 172 27 38 17 55 59 24 25 30 15 18 29 19 195 55
internal_value=-1.91328e-05 0.00388607 -0.00381444 -0.0612705 0.00559435 0.00318646 -0.00134818 0.00335491 -0.000451206 -0.0588714 -0.0983056 0.0607719 0.00250635 -0.00714224 0.00483419 0.0206868 -0.0177713 0.0133766 -0.00997763 0.038812 0.0467053 0.022139 -0.128804 -0.0726303 -0.135596 -0.00117695 -0.0264853 -0.0201854 -0.00181307 0.00183648
internal_weight=178.765 88.1069 90.6582 3.0516 86.1557 81.8488 69.6643 64.399 60.3955 5.26526 3.22151 4.00356 58.2352 38.0445 34.635 20.1907 8.14763 30.9239 16.1215 14.8024 12.0431 10.658 3.4095 5.46346 2.03051 7.48036 5.04935 3.03211 87.6066 76.9395
internal_count=2900 1116 1784 48 961 916 773 693 653 80 59 40 633 293 252 340 90 227 134 93 250 87 41 47 42 71 53 191 1736 1541
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=9 9 9 17 9 9 9 9 10 10 5 5 7 18 3 5 9 10 19 15 7 6 16 13 16 19 18 15 5 8
split_gain=0.255696 1.26301 1.33677 3.98742 1.41531 1.25165 1.0741 1.10956 1.06214 2.63744 2.65852 2.50339 2.52658 1.63628 1.40244 1.18383 1.10964 1.12724 1.26412 1.01916 0.849793 0.84202 0.838531 1.28548 0.794954 1.22607 0.774681 0.893454 0.771182 0.728303
threshold=204.17620834730005 203.09362050815002 202.37225149245003 195.89498576185002 201.2906445504 204.88165762580005 200.41824001715003 200.12618528045002 67.171126389250006 62.55235532115001 22.073674782200005 18.895511665650005 24.673428656250003 14.845822509550002 92.913112988300014 30.133297129900004 210.97856947250003 63.910026677050006 14.451165964200003 28.566186095050004 24.550696209100003 14.925348728400001 18.764956119400004 104.19119484555002 17.654958715000003 12.851036860900001 15.532509816950002 23.304416445750004 24.038949512150001 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 4 -4 6 -2 7 29 9 10 -7 12 -10 -14 -12 28 -11 -18 -19 -3 -6 -13 23 24 25 26 -15 -28 -16 -1
right_child=5 19 3 -5 20 8 -8 -9 11 16 14 21 13 22 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0028018960598794329 -0.0762406092023796 0.089257515462374148 0.025805709183496395 -0.15589342270882142 0.062520035970213522 -0.13447814770058267 -0.046671580744494366 0.080424220156268725 -0.10670796056318513 0.089653761837530641 0.063952600306764376 -0.14201979812519558 0.076068071995190653 -0.091806668788618165 -0.00064621590581059526 0.048650719958823543 0.079514948999842905 0.040996625806078546 -0.079597413036399167 0.0019425439948033 -0.0024546537795471167 -0.043417932441453984 0.0432978337227004 -0.085505130915037697 0.079353716660524709 -0.10731491616771163 -0.006580332638376896 0.071344783177016188 -0.090489087721740732 -0.025367862555026151
leaf_weight=93.287474754062714 2.4268389267381272 2.9481993693625546 2.8701591486751559 2.0852608596906066 5.9427643665112537 1.7288865034934158 4.8704148936085394 1.7457084630150337 2.1407805336639347 4.2742980590555799 2.5240536108612996 1.8141577444039279 2.9710201919078854 0.80572201218456285 1.586823867983185 1.5332518629729746 2.1319692190736532 1.9549190438119697 1.5651681087911127 2.4457719901110977 3.0439463956281543 1.6572096676100043 3.0141462013125411 2.1734344037249675 1.0958917615935195 1.1555704838247027 6.5990816229896136 1.8935471768490968 2.4010631418786943 10.179448890121419
leaf_count=1790 33 28 31 24 30 21 55 11 30 41 15 64 19 17 18 12 18 32 16 27 36 30 22 58 16 56 183 23 46 98
internal_value=-5.83992e-06 0.00229639 0.000236212 -0.050654 0.00235415 -0.00628541 -0.000760896 0.00136436 -0.0025145 0.0148988 -0.0219744 -0.0160628 -0.00352962 0.00767789 0.00220233 -0.0260275 0.0512063 0.0221309 -0.0126242 0.0496666 0.040512 -0.0949479 -0.00446191 -0.0149518 -0.00167509 -0.0101694 0.00190355 0.0107941 -0.0547396 3.04537e-05
internal_weight=176.867 129.419 124.025 4.95542 119.07 47.4478 110.083 105.213 45.021 19.7004 9.77408 25.3206 21.8492 19.7084 8.04519 5.52114 9.92635 5.65206 3.52009 5.39397 8.98671 3.47137 16.7374 13.7232 11.5498 10.4539 9.29835 8.49263 3.98789 103.467
internal_count=2900 2130 2075 55 2020 770 1954 1899 737 219 112 518 424 394 91 76 107 66 48 55 66 94 375 353 295 279 223 206 64 1888
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=15 5 16 0 3 16 0 9 18 13 13 13 9 7 17 17 8 17 5 15 18 17 13 13 19 9 3 19 16 10
split_gain=0.279289 1.72064 1.15208 1.29297 1.20278 0.412653 1.22997 1.21327 1.62962 0.935522 1.6439 1.61789 1.28539 1.32652 1.31483 3.33294 1.02991 1.3745 0.939976 0.717246 1.29226 1.86573 1.13798 0.639057 1.3186 0.826541 1.05334 0.788716 0.777154 0.701413
threshold=46.074827201850006 24.375372008600007 22.584947186600004 86.280686780500005 94.260030511650015 22.624947093000003 86.280686780500005 197.19111486365003 13.878370392300001 117.38883580790001 117.47217800995001 117.34850893595002 197.6620677562 23.699538637550003 193.52305340940003 191.06791329340004 8.3434888241000014 189.37128582595003 21.377246852200006 43.132842597400007 13.101381023200002 187.45953903175004 117.64961624655002 115.25151159420001 14.551174033150001 207.37918994975004 108.3367972827 13.451085274650001 22.494947397000004 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 9 19 -8 -9 11 -11 23 14 -14 15 16 17 18 -12 20 21 -7 -22 24 29 26 28 -28 -25 -1
right_child=1 2 3 -5 -6 6 7 8 -10 10 12 -13 13 -15 -16 -17 -18 -19 -20 -21 22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.02234472156932267 -0.13165115578310163 0.081650614568242352 -0.1154639026379907 0.055437524683658146 0.0034424003162489762 -0.02875203983679708 0.083581095250532866 -0.031105776803370982 0.064578801520407722 -0.07876667477248224 -0.16435380156567572 0.11008717635695442 -0.089046723835442737 -5.0703811365914063e-05 0.056991891103250182 -0.13002580640795147 0.052345603245558196 0.082539968196707225 -0.020910037942239876 0.030589658088928186 -0.10180034346789753 0.051251009557459773 -0.0042965817618986005 0.089355642406859961 -0.10433293903226724 -0.01819078658993627 -0.10144496950188252 0.032683383510833226 0.019596658070842335 0.0028722032826716082
leaf_weight=12.695035428943809 1.1461642179638136 1.3975322822225278 1.6863541917264231 1.5205393834039567 1.7167023634538052 6.9367690007202381 3.8340091556310636 3.7884123735129833 3.3573138061910868 3.9253963012015474 0.69576911628246563 1.3738216418423679 3.2697949658613643 3.4335814844816923 4.1375502115115514 1.8659447166137395 4.1301467283628881 0.83119606412947167 1.3302386776485944 4.9485084242187432 2.5762199014425269 5.0277694147080183 2.2358223797054961 3.6453102918749192 1.2371111514512438 3.4410920217633238 0.80360811270656973 0.96470339794177562 2.8421477526426315 84.118931185657857
leaf_count=306 21 23 71 11 28 75 23 24 32 30 5 7 34 23 24 17 27 7 67 41 22 33 24 38 13 33 27 20 16 1778
internal_value=5.88087e-07 -0.0189216 0.00151885 -0.0212261 -0.0554806 0.000844426 0.0109207 0.0381995 0.0138502 -0.00160131 -0.0196747 0.0022403 -0.00789666 -0.0434615 0.0104551 -0.0112937 0.0204132 -0.0257457 -0.0701713 -0.00286587 -0.0127341 0.00486705 -0.0564971 0.000890271 -0.00174533 0.0229837 0.0401457 -0.0282712 0.0587943 -0.000434445
internal_weight=174.913 7.46729 6.32113 4.9236 3.40306 167.446 32.7048 10.9797 7.14573 134.741 23.6196 111.122 19.6942 6.70338 12.9908 8.8533 6.98735 2.8572 2.02601 21.7251 16.7766 11.9645 4.81204 109.748 98.0511 11.6969 8.25577 1.76831 6.48746 96.814
internal_count=2900 154 133 110 99 2746 274 79 56 2472 234 2238 204 57 147 123 106 79 72 195 154 108 46 2231 2097 134 101 47 54 2084
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=12 12 18 0 5 3 13 16 8 7 10 18 17 16 16 16 15 9 12 15 5 3 15 9 13 8 17 9 9 9
split_gain=0.284091 1.06854 1.01031 2.04411 1.97827 1.39929 0.905834 1.04964 0.893019 0.862589 0.828092 1.14025 1.18327 0.992602 0.857185 1.39817 0.76807 0.759416 0.984776 0.726568 0.619192 0.9967 0.57008 0.547109 0.522562 0.439984 0.435349 1.1784 1.08336 1.66404
threshold=286.25174907180002 281.66997808940005 14.339258036900002 93.679323555450011 23.151456684850004 73.962171626800014 117.56896250265002 22.544947280100004 5.2459061469000003 23.147601011700004 87.33187390945001 17.267778657600005 208.12573104970002 11.934972090850001 21.879948835150003 18.764956119400004 6.9561856507500011 38.136666659400014 293.71849950985006 46.810838056050009 5.2595069053500012 76.220476456350013 19.351912300100004 34.331904962550006 117.72489307420001 3.5472317755000007 194.42005702145002 39.105802538700004 206.92464388935002 199.21354841250005
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 7 25 17 -7 11 12 13 23 15 22 -12 18 -5 20 -15 -22 -14 -1 -21 -6 27 -23 29 -29
right_child=2 -3 3 5 6 9 -8 -9 -10 -11 16 -13 14 19 -16 -17 -18 -19 -20 24 21 26 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.045575182736847741 -0.13858195285994673 0.085730384018718228 0.067352773684561981 0.10400244427899213 -0.057287200928287201 0.020718315164007503 0.0244686590940018 -0.12083977483341722 -0.10389955156736846 -0.085779721186148572 0.063083165701727326 0.055584328092594906 0.010353841269148401 0.065040867204047961 -0.12643332845576755 0.019578306076754863 -0.097229757455921634 0.067250312579206231 -0.11105189712222807 -0.11229070234847022 -0.081611707783867685 -0.11849772029131288 -0.10307656175911468 -0.10379729789643988 -0.0083252589480745012 0.049921499138263964 0.011165935462364131 -0.0041921395354541421 -0.035727400432391386 0.030865861763973323
leaf_weight=0.30149142048321564 1.605512462323534 1.4900140234967683 3.7932119222823522 0.32345667685149093 0.69860502867959462 0.989883662899956 3.0502106582280248 1.2855487016204277 0.49984782317187626 3.2825696152867749 0.37296371554839325 3.7938232789747408 0.56143431412056033 1.6316517069935788 0.99642695114016522 3.1071352502331138 1.5040927607915362 2.5617219282430597 0.62315801982185803 0.92330840165959571 1.3758283851202566 0.83882496145088126 2.1017073909752071 1.3134684911929069 1.0148517191410062 0.84682726860046387 51.292803974822164 55.828412546077743 7.4407128705643109 17.873720677918755
leaf_count=15 38 22 44 6 18 15 37 27 63 135 44 63 20 30 12 34 234 44 77 60 70 41 81 146 10 24 472 737 137 144
internal_value=1.40356e-05 0.00145803 -0.011337 0.00655915 -0.0401982 -0.0212893 -0.0133403 -0.0540772 0.0211517 -0.0611052 0.000633411 0.00145726 5.65402e-05 0.00203284 -0.0407839 -0.0259938 -0.0653762 0.0389683 -0.0375682 0.00294353 0.00380816 0.00306616 -0.0791636 -0.0759115 -0.0578527 0.00145834 0.00394031 -0.000580482 0.000638503 0.00430988
internal_weight=173.323 153.763 19.5606 12.0738 7.4867 8.28064 5.88119 2.83098 4.00818 4.27245 152.273 150.396 146.602 139.835 6.7667 5.77028 1.87706 3.50834 0.946615 138.22 136.282 134.65 2.66314 1.61496 1.93816 1.54543 133.274 81.9817 81.1428 73.7021
internal_count=2900 2372 528 384 144 340 106 69 190 150 2350 2072 2009 1862 147 135 278 127 83 1701 1631 1601 101 161 70 42 1531 1059 1018 881
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=17 18 9 18 15 7 7 12 8 17 6 19 8 9 4 16 10 2 14 4 19 17 16 0 6 8 14 9 12 12
split_gain=0.310521 0.4466 0.410237 0.357527 1.02522 0.578656 0.872812 1.3378 0.687949 0.678937 0.629245 0.585653 0.520042 1.30814 0.572576 0.844639 0.514764 0.501365 1.13279 1.06254 1.74991 1.96932 0.734557 0.876954 1.22546 1.37529 1.08348 0.994526 1.03941 0.63195
threshold=157.96759137085004 11.257534840550003 43.506455664950003 11.780121045600003 28.321365561200004 20.778835947700006 21.725272673150005 219.23896387120001 8.4434108459500017 167.16910179850004 18.155424198600006 11.550931964450003 4.9461400813500012 66.290220196950017 264.79423843360001 18.934955721800005 72.953999827850012 262.40456346015009 345.61424191910004 398.10712430820007 14.451165964200003 204.13511856875002 22.674946976100003 86.780739992750014 15.925372093750001 5.2459061469000003 462.66931228825007 38.559541491950007 295.98120537030007 264.91471492190004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 9 7 8 -7 11 17 -5 13 -11 15 -15 -9 18 29 20 21 -19 23 -21 25 27 -27 28 -25 -8
right_child=1 3 -4 5 -6 6 10 16 -10 12 -12 -13 -14 14 -16 -17 -18 19 -20 22 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.058817827729431442 0.063862688897334083 -0.1424038227541643 -0.11706856381045945 0.03012686016241134 0.0097105958995844649 -0.12617570472463208 0.0013899144864422056 -0.029536524361761525 -0.036102018132584401 0.057862510779177173 0.05532130808468988 -0.11060585304420512 0.10128350952362752 -0.1065315873855921 -0.11284084664474997 0.065700690815324272 0.070371189996475153 -0.13564870068028229 0.070099608995160004 -0.11582225733394175 0.036279017360701153 -5.5778302463628769e-05 0.077288588154269255 0.10989076684769705 0.10599170529965413 -0.10240395514851573 0.048447629751844419 0.052023507925675887 -0.10823736220792123 -0.048112945465488055
leaf_weight=0.18340752483345468 1.096880018361843 0.67508218856528301 0.4787723507033661 0.56107930559664765 1.2892356025404295 1.6131471692933694 130.75893561878183 0.97794807923492078 1.787517713208217 4.1418076797854155 2.057947964873164 0.62518280220683664 1.0886159229557959 0.46007687202654757 0.7153846530127338 0.74711706774542108 1.0911040082573888 2.7235764129436602 2.3742131264589252 0.67938649872667056 1.7209687125869093 1.7654516464972401 1.1817338709952299 0.28846232540672445 1.0016178674995897 2.0942775729345162 0.61622018367052067 3.1560980495414697 0.900141602702206 2.6307085391599676
leaf_count=26 50 44 70 17 15 65 1718 37 27 49 37 53 16 41 39 30 10 87 48 22 14 47 15 5 9 82 27 55 107 38
internal_value=-5.72814e-06 0.000259216 -0.0683524 -0.000151838 -0.042567 0.000344808 -0.000998455 -0.0402536 -0.0788296 0.0260236 0.000396251 -0.044042 0.0376434 0.0262193 -0.0419495 6.07922e-05 0.0231493 -0.000347916 0.00163228 -0.017017 -0.0494546 -0.0823225 0.00329337 -0.00671586 0.00248448 -0.0122103 -0.0681085 0.0226625 -0.0552998 0.00041362
internal_weight=171.482 170.82 0.66218 169.723 1.96432 167.759 159.419 5.46972 3.40066 8.33926 153.95 1.18626 7.153 6.06439 1.92258 1.20719 2.06905 151.892 135.764 16.1279 6.21 4.48903 9.91794 8.7362 8.05682 7.0552 2.7105 4.3447 1.1886 133.39
internal_count=2900 2804 96 2754 59 2695 2450 139 92 245 2311 70 175 159 110 71 47 2274 1804 470 148 134 322 307 285 276 109 167 112 1756
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=13 13 8 6 16 19 5 19 16 3 18 7 3 9 5 10 9 18 12 12 7 17 5 13 4 4 6 14 0 9
split_gain=0.280176 1.18094 0.913064 0.692054 0.702145 1.03281 1.00477 0.990778 1.24182 0.772673 0.635022 0.799315 0.795392 0.704859 0.650254 0.909381 0.720885 0.551374 0.478789 1.19873 1.00992 0.748817 1.30889 2.21006 1.15296 1.53308 1.02089 0.809304 0.675223 0.642656
threshold=95.99139754765001 96.429616222950017 2.9476996444500005 6.9451622726000011 12.644970430600003 11.350915826550002 13.361597395450001 12.250988447150002 16.514961380800003 77.360382703650018 14.708525021850003 21.725272673150005 75.559115756250023 58.059373288650008 5.2595069053500012 90.740838818900016 42.180264960000009 13.987466292050001 247.85609524425004 231.43584503760005 23.789355599150003 199.14656950540004 24.301614351200005 104.75845951105002 317.66566527840007 328.63425811545005 14.955349429350003 414.62864134155001 87.181320254150009 186.98623176200002
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 5 -5 7 -6 -9 -8 -1 -12 13 14 15 -13 -16 -3 19 29 -21 22 23 -20 -23 -26 27 -27 -28 -11
right_child=1 3 -4 4 6 -7 9 8 -10 18 11 12 -14 -15 16 -17 -18 -19 21 20 -22 24 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.084492462138961111 0.084833967578032216 0.002580515066810988 -0.071190763747102259 -0.11028570072435012 0.085600678922961707 0.060532059191478665 -0.070209946926133554 -0.067197348204441273 0.050200136517818454 0.016267589024215563 0.088910416040586082 0.03647508341988015 -0.10589915148301382 0.083122274244647798 -0.10872407381379118 -0.10192007555660057 0.015548348791153367 -0.10543680686311577 0.013487781925633234 0.0059167018103209656 0.080412526997360234 -0.082649575961497246 0.0081384035049144876 -0.11856147176883061 0.10476275751567923 -0.087897449963745544 -0.020223442614094381 0.012676859223734247 0.048411607763225312 -0.0029257170052506137
leaf_weight=0.83025728864595194 1.6659102961421002 0.82490211556432669 2.3158655746665309 1.2545604002370954 2.7532229023054233 0.49307331678573962 1.5539638996124256 1.4224437526427212 2.4581087213009596 21.409925040032249 1.0478477431461195 3.265147276106291 0.6991969784721731 1.0112671535462139 1.0835434966720638 0.55558121937792737 0.82006417459342618 1.1063699370133688 2.0811287960968929 3.7097765635116948 3.5720158226322383 1.3894544420763839 4.1202620324620511 3.2417444691527635 1.5926038296893228 1.9294901199173167 2.2856678168755025 1.3668818039586765 3.8438952113501728 94.209813136898447
leaf_count=44 22 20 268 68 26 19 39 34 31 394 22 88 53 8 90 177 34 105 35 47 35 15 102 58 9 38 30 29 41 919
internal_value=-1.79391e-05 0.00108271 -0.0149994 0.000191871 0.000934618 -0.0620916 0.00165481 0.0397196 0.00716726 -7.11051e-05 -0.00102615 0.0071433 -0.00438082 0.00615741 -0.00743929 0.0163507 -0.0551882 -0.0592995 0.000681857 0.00310689 0.0424599 -0.0129577 -0.0341776 -0.0669331 0.00319176 0.0140165 -0.00131599 -0.0461931 0.0228181 0.00062841
internal_weight=169.914 158.285 11.6288 156.619 154.688 1.74763 152.94 6.63378 3.88055 146.307 9.31291 8.48265 7.4348 6.7356 5.72434 3.82073 1.90361 1.93127 144.753 122.902 7.28179 21.8511 9.44314 5.32287 12.408 11.0185 9.42593 3.29637 6.12956 115.62
internal_count=2900 2116 784 2094 1969 87 1882 91 65 1791 516 472 450 397 389 265 124 125 1752 1395 82 357 195 93 162 147 138 67 71 1313
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=15 15 8 6 6 18 13 5 9 19 12 5 5 6 2 4 6 15 3 5 3 13 10 0 7 0 10 16 13 12
split_gain=0.26268 0.767589 0.712821 0.67048 0.832793 1.37767 0.670398 0.403306 0.402834 0.891322 1.28034 2.02248 2.28939 1.60672 2.02908 1.31159 1.21262 1.08922 0.883005 0.880523 0.87153 0.83652 1.06036 1.07623 1.59063 1.06561 2.59294 1.55681 1.65621 1.59714
threshold=11.896459116400001 12.389956812050002 2.5480115570500002 5.0951190466500007 2.7550643716500001 16.118666550000004 74.940770386250009 10.293758831600002 187.70546222865002 14.451165964200003 150.89336347300005 20.102686929350003 21.197160116700001 16.395383075500003 125.31286365695001 241.84804450315002 14.905348261050003 38.469938489650012 108.3367972827 21.893521430150003 82.234557294150008 98.362617618700014 80.288113607700012 98.615332683000005 25.967949918250003 96.055920542800024 71.090898343450007 18.094957686100003 109.34496908160001 78.909246879600019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -1 -6 9 10 11 16 -13 19 -15 -12 20 -11 -17 -14 -5 -10 23 25 -25 26 27 -23 -29 -30
right_child=1 3 -4 8 7 -7 -8 -9 21 17 15 12 13 14 -16 18 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.10414213302357588 0.066592835094844052 0.084696296257419756 -0.11244105660189388 0.042627291758159991 -0.10350650282342398 -0.10940440005854637 0.030934973863102223 0.048283125486545682 -0.05869857647299468 0.081843134546269625 0.07804665230043846 -0.15091564619810882 -0.23256526797969085 0.051061520295627473 -0.14056338130605192 0.015715134429907306 0.093491474050083387 -0.0077404532970567668 -0.066378907128600353 -0.046777774078462592 -0.051706498965056392 0.0807259446054754 0.064440484270109732 -0.11215523192863558 -0.0088277637585520378 0.02303495570683153 -0.08284108930811046 -0.088758347660447962 -0.078977492135895333 0.0019792623646869962
leaf_weight=0.47566034615738306 1.7386605843203131 0.95894625969231062 0.76831907278392453 1.8120234056841602 1.7131683457992037 0.5910592537256889 1.6147207141038959 0.1949662014376371 2.5432770255720234 3.4354374110698691 3.2177123893925481 1.9461695170029996 0.46335970144718863 2.7219709032215182 0.69333271140931163 13.062908311490899 1.6615014672279356 2.24363575829193 1.4562699686794065 0.56756770060746931 2.1313203363679349 2.3046572054736307 2.4448696905747047 2.1300181532278648 4.9569510361179709 17.417888964060694 3.9834582040784872 2.1726446727989233 2.5094682145863763 84.260555873377598
leaf_count=130 36 11 107 21 236 65 66 7 170 19 57 19 7 88 54 311 10 29 54 36 38 10 32 72 102 158 103 64 22 766
internal_value=-2.07262e-05 0.000498927 -0.030075 -0.000203507 -0.043768 0.0106804 0.000198557 -0.0879972 0.000737262 0.0101499 0.00321646 -0.0220145 -0.0604605 -0.0208671 0.0121602 0.0202827 0.0218337 0.0464513 0.00748112 -0.130282 -0.00835876 -0.00193528 -0.000753713 -0.00208491 -0.0398833 0.000293069 -0.00386647 -0.000418779 -0.00252138 -0.000362081
internal_weight=168.192 165.334 2.8587 163.595 3.45814 1.55001 2.09038 1.90813 160.137 35.4132 29.7341 11.9972 6.3924 4.44623 3.4153 17.7369 5.60485 5.67907 14.5192 1.03093 3.94334 124.724 122.181 119.736 7.08697 112.649 95.2308 91.2473 88.9427 86.77
internal_count=2900 2597 303 2561 319 76 196 243 2242 743 695 273 204 185 142 422 69 48 365 43 59 1499 1329 1297 174 1123 965 862 852 788
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=19 16 18 13 12 18 7 12 17 16 16 17 16 12 6 6 10 10 10 13 13 9 5 6 18 16 16 5 3 9
split_gain=0.234186 0.424159 0.29073 0.887093 0.868649 0.641615 0.831706 0.973076 0.972723 0.689152 0.53017 0.527734 0.824944 0.500554 0.495169 0.522822 0.442333 2.57136 0.986373 1.18522 0.700246 1.28091 0.669096 0.986341 0.633366 1.49619 2.79918 1.51375 0.84436 0.809584
threshold=9.8507947922000021 8.3799804039500021 17.108018746400003 95.870416931800023 225.59153217100001 16.402557800150003 23.368583030350006 184.58092739055004 203.08534335880003 15.379964034950001 8.5099800999500008 220.68978861510001 17.294959556900004 226.84167522285003 6.0351410101000011 3.6650856341500009 78.220689305400015 77.086159974350025 78.433077497700012 99.19872809730002 98.238948544700023 79.138128684800009 11.848158554650002 2.7550643716500001 15.232298661650001 15.794963064500001 18.714956236300004 13.999568943650003 81.430708313150021 31.056962594150004
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -7 8 -8 -9 -6 -5 -13 -12 15 -15 17 24 -18 20 21 22 23 -20 28 -26 27 -27 29 -2
right_child=2 -3 3 11 10 6 7 9 -10 -11 13 12 -14 14 -16 -17 18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10483104139776714 0.042637981631968185 0.013753942244754194 -0.10686787233492404 0.078194143334805372 0.071581888119500128 0.07851509293327523 0.040007798601831575 -0.13223733213408373 -0.092130364376093843 -0.020530887155101249 0.10477799264180634 -0.05619811951310754 0.073003539705916595 -0.10214183231440901 -0.10947379364611419 0.055405541320943934 0.093507539126288758 -0.12012578398990846 0.053604304550158133 -0.094782440561973089 0.072132684266349653 -0.11940447649834528 0.1030544922680571 -0.087566162949595003 0.075656187139388834 0.080136507401792026 0.048535700857638031 -0.10953577279010021 -0.00026582517883865615 -0.113757283327461
leaf_weight=0.58714930273708776 0.4531356004299586 0.62026498588966206 0.84629190014675115 2.5561907566152513 0.90736346971243653 0.58538951724767585 1.6750127124250869 1.5653116905596109 0.83472342533059407 0.85336798895150412 0.26889897556975473 0.973448862787336 1.0037497300654648 0.31436992809176423 0.65609209041576833 0.63833712716586888 1.6027370542287807 1.7816766329342488 1.2399758398532879 0.99073638441041101 1.9564925441518424 0.74081063189078111 0.84154941630549718 0.823696037987247 3.6957869676407409 0.50728290039114687 4.3759730523452163 2.4673461442580447 128.47898888206691 1.2279066883493213
leaf_count=182 13 44 135 32 22 6 51 53 34 28 3 27 14 49 53 18 27 72 15 28 21 44 10 74 38 4 42 91 1618 52
internal_value=-3.21912e-05 -0.0439123 0.000289176 0.018686 -0.018143 -0.000669392 -0.0341762 -0.0475615 -0.00394057 -0.0928246 0.00881765 0.048187 0.00939273 -0.021512 -0.0426205 0.00341878 0.000552628 -0.00074238 0.0231455 0.00604134 0.0238708 -0.002027 0.0279034 -0.00274262 0.000763944 0.0237534 -0.00234265 -0.0771897 -0.00118712 -0.0715999
internal_weight=166.07 1.20741 164.863 8.16474 3.63135 156.698 5.51381 4.92842 2.50974 2.41868 2.78506 4.53339 1.9772 1.8777 1.6088 0.952707 151.184 142.988 8.196 6.59326 5.60252 3.64603 2.90522 2.06367 141.206 11.0464 7.3506 2.97463 130.16 1.68104
internal_count=2900 226 2674 353 280 2321 172 166 85 81 145 73 41 123 120 67 2149 1930 219 192 164 143 99 89 1858 175 137 95 1683 65
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=12 17 13 8 7 12 7 2 14 14 13 13 10 18 17 16 15 17 15 17 8 12 9 15 16 2 9 6 7 18
split_gain=0.232479 0.742117 1.12548 1.2453 0.728046 0.817519 0.812087 0.724236 0.437899 1.04503 0.727283 0.811282 0.50485 0.952708 0.891667 0.779951 0.689382 0.661355 1.22708 1.16178 0.857903 0.645741 0.526038 0.515486 0.819487 1.04794 0.783538 0.761445 0.690001 1.58472
threshold=322.29449443480007 208.75622138895002 115.02030419500001 5.5456722124000004 24.325858835450003 347.80405006160009 22.087764922150004 296.01432942755008 371.52535269000003 374.37301727345005 117.56896250265002 101.13441795120001 87.33187390945001 17.327266398450003 208.12573104970002 11.934972090850001 6.9561856507500011 212.33270692945004 31.975879077800005 213.85098605320005 8.3434888241000014 200.03640368750004 34.331904962550006 17.382777826050003 13.894967507500002 224.18737221905002 65.407743180450012 11.895277931250002 24.785467646950003 14.662165311550002
decision_type=2 2 2 2 2 2 2 2 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 6 -6 -2 8 12 -10 11 -11 13 14 15 22 -14 18 20 -19 -16 -21 -1 26 25 -25 -17 -28 29 -26
right_child=1 2 -4 -5 5 -7 -8 -9 9 10 -12 -13 16 -15 17 23 -18 19 -20 21 -22 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=0.067309437322108048 -0.089824465238302328 0.057192740349745252 0.090884647042814237 -0.097146858263428462 -0.13940126440630629 -0.029977732322088231 0.016747436188639896 0.061965702841309866 -0.10872656993321528 0.014571010880571753 0.10182081424696235 -0.11890325566714453 0.0814609702592754 0.055285348850804487 -0.084239799897600914 0.074411526662094704 -0.092458594650766404 0.072514279160215023 -0.14443015688660649 -0.10751385160792373 0.058057790174773083 -0.0022842920864183471 -0.10342306700273218 -0.11213547815963365 0.0022528149713157987 0.050870301623082037 0.050194604361394085 -0.079662181744661262 0.018782052482826463 -0.052805559838335084
leaf_weight=0.21656740200705726 0.91342315915971806 0.99649564904393706 1.4469744600355623 1.0997118786908684 1.1009417226741791 1.7975841604929881 3.2918245429755189 1.9207962663494971 1.2401189040392626 1.5564771613862838 0.57509450428187836 0.64371653832495201 0.2842542533762743 3.2370978343533343 0.86662859679199689 2.4239966180175534 1.1497958185791501 1.2223867867141964 1.2781869405880568 1.0211412068456414 0.8289491031318903 1.3595867238473145 1.0824300108070017 1.3255105431890104 101.2501272935333 0.56144534377381194 0.9342570058070121 0.87396831973455846 22.212035284144804 5.5122254797024643
leaf_count=11 48 27 19 52 54 77 64 44 32 108 5 21 33 61 32 32 220 15 20 49 10 26 145 85 1168 8 10 36 279 109
internal_value=-4.41191e-05 -0.0143338 0.0230489 -0.0237769 -0.0329794 -0.0715399 -0.00640108 0.000946539 0.000173701 -0.0324096 0.00169209 -0.0244799 0.00105988 0.00163901 0.000424353 0.00215853 -0.0579846 -0.0355394 -0.0704449 -0.00673085 -0.0146721 -0.0474193 -0.0749587 0.00290006 0.00178917 -0.0636347 0.0372489 -0.012569 0.00274635 -0.000589893
internal_weight=164.224 10.647 3.54318 2.09621 7.10377 2.89853 4.20525 153.577 151.656 4.01541 2.77529 2.20019 147.641 146.207 142.969 136.393 1.43405 6.57688 2.97376 3.60311 1.69558 2.38073 1.299 135.094 130.861 1.88696 4.23222 1.80823 128.974 106.762
internal_count=2900 341 98 79 243 131 112 2559 2515 166 134 129 2349 2096 2035 1883 253 152 62 90 42 75 156 1727 1649 93 78 46 1556 1277
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=13 13 13 17 13 4 13 13 6 16 19 5 19 6 6 9 17 2 17 6 10 13 13 7 18 0 3 9 9 16
split_gain=0.219098 0.898442 0.73123 0.743215 0.647028 0.779104 0.557646 0.60319 0.535114 0.536193 0.877515 0.784661 0.711653 0.654169 1.47607 0.648175 0.7454 1.2302 0.610863 1.83143 1.06665 0.919177 1.67442 0.906485 0.523989 0.515241 2.46057 1.92521 2.91319 1.77296
threshold=95.99139754765001 96.429616222950017 92.692659421600013 172.46189488870002 92.138837046750012 280.33545882855009 89.141206231250024 73.376087754350024 6.9451622726000011 12.644970430600003 11.350915826550002 13.361597395450001 12.050972309250001 13.665319288000001 13.775321858200002 56.039380217300014 239.21206428850002 187.77144079505004 199.41622983390002 12.26528657645 78.433077497700012 103.58091484995002 107.24528328170003 21.403954852200005 13.987466292050001 94.047642319350018 84.968719212850019 206.08249486475003 213.24207352880003 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 7 -7 24 10 -10 12 -11 18 -15 -14 17 -17 19 23 21 -20 -23 -13 -3 29 27 -27 -29 -16
right_child=1 8 3 -5 -6 6 -8 -9 9 11 -12 13 15 14 25 16 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10538375126929625 0.080573813876770151 0.0039656196802071823 0.050884926435064995 -0.092501107533268484 0.059524167114123797 -0.10365768478151619 -0.062467414522363457 0.029415798269901695 -0.10878676838621271 0.086862055315413744 0.058298270413146752 -0.063661746917514445 0.093784054118428481 0.068473779303962798 0.0411380457724069 -0.11448464034242078 0.063931809337583176 0.038427090008104112 0.070113245533022062 -0.10559888628474433 -0.093980935923598213 -0.10936160180449833 0.046047473370795601 0.033027313336001007 -0.10516251230289242 0.024522661246457661 -0.089460580613131058 -0.10687346092674355 0.027210150113027916 -0.0012084134445859145
leaf_weight=0.80926619446836223 1.4014379039872427 0.82073758618207537 0.45053452879074063 1.8291118641500359 1.4889956444967536 0.37502762956137292 1.1189126709941772 3.71271069010254 1.0494424682838133 1.9383549634367216 0.44872620989917766 1.4884763981681297 0.78536397125571999 3.2622828502207986 11.06555228991783 1.1019891444593675 0.98380563035607327 1.006831625010818 2.1415388975292444 2.7254011637414806 0.97151569975540031 1.1585564765846359 1.726333313854411 2.7816877994919196 0.9484694265993312 12.184658493264584 3.5758726644562548 3.3955478358548126 3.0994802069617435 92.828238753878395
leaf_count=164 22 20 24 131 37 134 78 216 68 19 19 34 7 33 303 37 13 15 25 77 31 44 20 37 105 107 72 65 50 893
internal_value=-5.46406e-05 0.000873769 -0.0145617 -0.0641632 0.000505001 -0.0141028 8.49435e-05 0.017207 0.000136456 0.000782531 -0.058742 0.00138418 0.0373859 -8.62578e-05 0.00206137 0.012656 -0.00794624 -0.0414787 -0.021476 -0.041553 0.00194033 0.0204801 -0.016364 -0.000676164 -0.0545378 0.000343912 -0.0134643 0.00108372 -0.0428877 0.00330184
internal_weight=162.675 152.89 9.78456 2.27965 7.50491 6.01592 5.20665 4.08774 151.489 149.72 1.49817 148.221 5.81635 142.405 129.412 3.87799 3.09263 2.10882 12.9935 6.99557 5.99794 5.02643 2.88489 4.27016 1.76921 126.149 22.2556 18.6797 6.49503 103.894
internal_count=2900 2116 784 155 629 592 428 350 2094 1969 87 1882 91 1791 1523 72 65 52 268 148 120 89 64 71 125 1490 294 222 115 1196
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=0 10 9 0 7 8 13 3 16 3 6 9 0 13 18 18 2 2 15 17 17 0 0 6 10 6 8 10 10 12
split_gain=0.222991 0.688452 0.857022 1.08843 1.72556 0.749492 0.945078 0.514897 0.599408 0.477678 1.68531 0.550839 0.519936 0.514629 0.905762 1.32534 0.869914 0.860636 0.846602 2.6522 1.72992 0.846867 0.935283 0.726033 1.75772 1.38832 1.03522 1.91083 0.951801 3.43124
threshold=85.716110573100011 61.917879202350001 187.38923140910003 85.613949164150014 19.617375644250004 8.543332867800002 117.60122400020002 93.770731131900007 22.614947116400003 93.58791597905001 16.475384944750001 194.46727572990002 86.036037090600004 117.55283175385001 12.903279561150002 13.064341268650002 144.32995034690001 199.66651340635002 42.385947950200006 204.53341124495003 195.76335783930003 86.345209775600011 86.458125017100016 16.455384477450004 64.221887820150016 15.785368822600002 8.3434888241000014 62.55235532115001 68.214248143850014 152.88762959770003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 9 -9 12 -11 -12 -2 14 -14 -16 -15 -18 21 20 -20 -17 -23 25 -25 28 -27 -28 29 -24
right_child=7 2 5 -5 -6 6 -8 8 -10 10 11 -13 13 16 15 18 17 -19 19 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.0031661008961454784 0.056324183968365173 0.086445581997762797 -0.12370266062903564 0.040079289056617853 -0.1352787027335641 -0.11196576319299252 0.044825624102548839 0.064665998696569624 0.0023979601106047192 -0.12125026343885853 -0.031356852473684485 0.042906789629238266 -0.065518500274809252 -0.028162099810003269 0.081258167404647391 -0.05114001628226203 0.055701477357610031 0.0041689402239088909 -0.0083169479216170759 0.068814592395566296 -0.13813443196233405 0.066762950844081126 -0.10935572795748037 -0.10995173546255994 0.0082083910542898354 0.074793705131912247 -0.041753613068292318 0.048858220380714884 0.0019681050062842504 0.0062759657392068889
leaf_weight=14.007636376205484 1.6942086298950005 0.50886681349947993 1.5487726783903784 2.3051844071596861 1.1313903290574669 0.69642366768675834 0.85814027453307062 2.7231761976145199 3.5760452598333359 1.4510544032091264 2.0651263196486984 1.9342932552099226 2.1938640081789336 3.3706933110952404 1.9416199969127763 3.1314837243407956 6.2203373424708825 6.7659110240638256 1.8207213225541625 1.6328970128670333 2.3532197158201598 2.159973152447491 3.6722013070248058 1.9943742882460345 3.4140933365561068 3.9483538232743731 3.7694214284419996 6.0831252159550786 63.165033608078375 8.5208590867696312
leaf_count=369 11 8 46 19 78 48 12 20 27 28 24 18 24 24 21 28 30 55 21 21 34 14 35 24 27 25 22 52 1635 100
internal_value=-6.79224e-05 -0.00966072 -0.0351507 -0.00422604 -0.0664918 -0.074467 -0.0254148 0.00137898 0.0293167 5.87819e-05 -0.0289337 0.00456027 0.00129476 0.000555756 -0.00190936 -0.000612514 0.0171036 0.0288527 -0.0021169 -0.0392359 -0.0815065 4.15873e-05 0.00169856 0.00021245 -0.0353632 0.0023705 0.0315295 0.0141916 -0.00296961 -0.028549
internal_weight=160.659 21.0564 7.04878 3.94544 1.64026 3.10334 1.55456 139.602 6.29922 133.303 5.45047 3.99942 127.852 126.158 109.801 107.607 16.3569 12.9862 105.666 5.80684 4.17394 99.8589 96.7274 94.5675 5.40847 89.159 13.8009 9.85255 75.3581 12.1931
internal_count=2900 580 211 105 86 106 60 2320 47 2273 70 42 2203 2192 2083 2059 109 85 2038 76 55 1962 1934 1920 51 1869 99 74 1770 135
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=14 14 12 6 16 9 9 6 6 9 6 15 4 3 6 4 13 16 18 13 15 18 18 16 15 15 6 15 6 17
split_gain=0.252345 0.901706 0.883045 0.65982 1.36525 1.00451 1.36206 1.09572 2.44245 1.09086 1.02338 0.921774 1.19856 1.08479 0.858494 0.919751 0.866547 1.12516 0.779798 1.20907 0.762141 1.53631 1.43758 1.52157 1.54121 1.39663 2.27466 3.27462 1.76526 1.38774
threshold=241.54317565595002 244.99684607285005 179.95305839630004 16.515385879350003 22.654947022900004 205.88909726980003 206.65653280825003 15.955372794750003 13.855323727400002 208.74040644455002 13.665319288000001 34.279674133750014 402.10236428955005 85.718799031250015 16.575387281250006 281.32428032805007 116.55003687120002 22.764946765650006 17.327266398450003 108.36905878025001 39.940798674500009 13.24392582145 13.832542267500001 22.584947186600004 44.920183738100008 35.645792850250011 14.615341485100002 26.135540888150004 13.665319288000001 203.08534335880003
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -7 8 10 -10 18 13 -13 -11 15 -5 -16 -18 19 -8 25 -22 23 -23 -25 26 28 -28 -3 -24
right_child=1 3 -4 14 -6 6 7 -9 9 11 -12 12 -14 -15 16 -17 17 -19 -20 -21 21 22 29 24 -26 -27 27 -29 -30 -31
leaf_value=0.0038680644194373122 -0.10872795386351708 -0.00024597501551211666 0.0051397044820644935 -0.014619425307037288 0.046532837777695041 -0.13350830310681186 -0.10044831234367101 0.037190466658483433 -0.1689878259008312 -0.083929008774135061 0.089521369508213156 -0.17666854351409517 -0.014231936639084189 0.054780551359423536 0.046534708579160144 -0.10911664520064523 -0.12509850608223982 0.0025580668400417956 0.028289449876870557 0.03038106202687036 -0.10625540551562195 0.065106322118972701 -0.12498601429788987 -0.086350074149087672 0.037420822647805226 0.054458835291990075 0.033041091355467386 -0.1754401741555271 0.072984160301946113 0.0042220782857358098
leaf_weight=80.59925751623814 1.5918055118527257 16.844625703946814 1.1903435415588317 2.0990329293999803 6.1244241045205845 1.0651738732121909 1.6868201631586983 3.0390207613818339 1.1198462587781248 1.128714738879353 1.2828810126520691 1.0993328173644838 0.77411004411987949 1.1265210993587969 2.2891629447985906 2.0223482574947411 0.95537703565787557 2.4898166790371761 2.8032649144588504 1.2153171566314993 1.6283946523326438 3.9209280295472109 1.5912948754848915 1.9471726566553114 2.0815530670806766 6.5478020836599162 1.4062961611198255 1.6227807831019161 4.0912817447679108 1.7403459530323742
leaf_count=1116 38 788 10 21 77 20 70 31 17 33 14 39 13 8 59 47 35 33 124 14 39 26 28 15 26 46 35 20 39 19
internal_value=-6.26267e-05 -0.00409711 -0.0600096 -0.00204338 0.00156641 -0.00304165 -0.0241754 -0.0165517 -0.0298986 -0.0814506 0.0088194 -0.0577073 -0.109549 -0.0146417 -0.0261756 -0.0609889 -0.00115472 -0.032842 -0.00932674 -0.0456614 0.00491152 -0.0154562 -0.00234987 0.0207597 -0.0224004 0.0135289 0.00234592 -0.0786495 0.0140646 -0.0574917
internal_weight=159.125 78.5258 2.78215 75.7436 65.8879 59.7635 16.341 15.2758 12.2368 5.24852 6.98828 4.12868 1.87344 2.25524 9.85574 4.12138 5.73436 3.44519 5.7054 2.90214 43.4225 12.9097 11.2813 7.94965 4.02873 30.5128 23.965 3.02908 20.9359 3.33164
internal_count=2900 1784 48 1736 1541 1464 383 363 332 110 222 93 52 41 195 68 127 68 208 84 1081 153 114 67 41 928 882 55 827 47
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=2 0 19 2 12 4 7 10 6 17 5 8 6 17 16 13 0 16 9 4 12 9 2 6 0 13 17 0 9 17
split_gain=0.218764 0.895486 1.20214 0.525644 0.588397 0.383182 0.406109 0.447757 0.576064 0.358779 0.660057 1.77371 0.681372 0.638179 1.02998 0.858374 0.594529 0.841872 0.418611 1.47112 1.2956 0.746966 1.78568 1.10498 2.05736 1.51496 1.05803 0.791123 0.685676 0.681613
threshold=325.75432260090003 86.780739992750014 14.351157895250003 309.73785348360008 327.98456567570003 436.68955969730007 27.894561215200003 84.906884675850009 11.685273024550002 208.12573104970002 18.895511665650005 8.543332867800002 8.0101871567500016 242.64190980425005 18.764956119400004 103.32013441125001 100.67200315280002 17.484959112600002 214.22994816675003 191.71186625420003 186.295507759 207.37918994975004 72.843776848050013 14.925348728400001 88.232507383150008 99.19872809730002 204.75389752000004 94.964406541850011 219.79476616820003 197.05557773135004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 4 9 -3 7 8 -7 18 12 -12 -11 14 15 16 -14 -18 21 -20 -21 26 -23 25 -25 -24 -1 -28 -22 -27
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 11 -13 13 -15 -16 -17 17 -19 19 20 28 22 23 24 -26 29 27 -29 -30 -31
leaf_value=0.00055051240963293973 -0.11218210793861788 -0.096255923292970891 0.086199683053527432 0.041771434908377959 -0.072178950126986094 -0.10828830685099147 -0.10335804030787482 0.070545089560793167 0.019881477425638002 -0.10321807146669067 -0.15104547192363948 0.021881067876333288 0.047954956181140318 0.084853395552553529 0.056847817501000389 -0.11586521504697551 -0.1066914913406615 0.071029542812900817 -0.058295488586664779 0.08501757116954331 0.042560921266750339 0.069168128839910678 0.047023651333108908 -0.10472268678286011 0.037054112899852512 -0.13943939713037479 0.0033641131090540117 0.085173839394883252 -0.038683099365609992 -0.059805721820938011
leaf_weight=112.70046031405946 0.8794587935844892 0.73006357206031713 1.1531149155925957 3.0431348331039763 1.1274642976932217 0.55455559282563693 0.42837310019240238 0.67908122646622349 0.95380307652521878 0.61274741000670285 1.1821557766525077 1.1904443101957438 1.1068551554344601 0.90524421376176167 1.713172949850559 1.0038269241340456 0.87462098605465122 0.38337974390015006 1.852556481724603 3.5792873560567386 2.1304247005027719 1.7567251799628127 0.88654088572365974 1.4664458525367079 3.3887723749503493 1.9918909803964195 2.1387293939478687 2.6425369887147099 2.0273670527967624 2.3346245608991012
leaf_count=1827 45 32 18 77 21 39 66 12 19 113 25 17 23 17 13 43 58 9 34 51 37 19 28 32 31 45 21 34 51 43
internal_value=-7.26241e-05 -0.0198929 -0.00185233 0.000628527 -0.000211786 -0.0321984 -0.0143201 0.00311642 -0.0272408 0.000336947 -0.0190436 -0.0642801 -0.0027813 0.00749786 -0.00628169 -0.0383867 -0.00549891 -0.0525304 0.00158889 0.0217479 0.0409134 9.38586e-05 -0.0238627 -0.0400948 -0.00576744 -0.0720659 0.00250518 0.0485792 0.00294579 -0.0964684
internal_weight=157.418 5.37845 4.49899 152.039 148.996 3.34588 2.61581 2.18744 1.50836 147.869 8.97245 2.3726 6.59985 5.9871 5.08186 3.36868 2.36486 1.258 138.896 9.58964 7.73708 129.307 11.825 10.0683 4.85522 5.21306 117.482 4.78127 4.15779 4.32652
internal_count=2900 231 186 2669 2592 168 136 70 58 2571 318 42 276 163 146 133 90 67 2253 173 139 2080 198 179 63 116 1882 55 88 88
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=6 13 8 9 4 6 16 12 12 15 18 18 19 5 5 12 15 10 17 7 7 9 15 8 6 10 18 6 9 2
split_gain=0.217286 0.376756 0.71903 1.30651 0.912446 0.811749 0.492011 0.368736 0.553902 0.360216 1.25254 1.03597 1.1685 1.22515 0.67309 1.17034 1.1127 1.14405 1.09768 0.979723 0.888054 1.19819 0.586714 1.09688 0.55732 1.41974 1.09488 1.63488 1.98738 1.15835
threshold=22.585527707250005 117.99105042915001 8.4434108459500017 179.80632259800004 159.66984649465005 20.305474434200004 22.744946812400002 58.770113158150004 78.909246879600019 44.34858359035001 13.278511569200001 13.3584252364 14.451165964200003 24.437854605800002 22.963361893800002 327.98456567570003 42.133814420300006 61.917879202350001 192.70224472390001 22.969987962250006 22.446731871300006 70.238863950400017 23.584170344250001 5.9453602998000008 16.455384477450004 62.057679025150001 13.117211680300001 16.565387047600002 189.78071820640002 147.87428232835001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 -1 -9 14 -11 -12 13 -13 16 18 17 -10 19 20 21 -16 23 -23 25 -19 -26 28 -28 -30
right_child=-2 2 5 -5 -6 -7 -8 8 9 10 11 12 -14 -15 15 -17 -18 24 -20 -21 -22 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.056612626736497411 0.043129035082731033 0.07348096786991809 -0.11195319829871636 0.10815622957595122 -0.12445923025796012 -0.0014469823992016527 0.046491688665744837 -0.040847387908688672 -0.060432120982056747 -0.11083864932943573 0.064816513601819545 -0.11746205641035007 0.018933921536202894 0.0079107144510516397 0.03503948770957107 -0.078690784691504659 -0.080619206170905247 0.050542277423935411 0.070773845842917765 -0.073166563700745355 0.081438377533651241 -0.1046370271682267 -0.11238660510188114 0.10691520567440893 0.02232095635753872 0.0017381990001725707 0.031507549140557471 0.013433313583246904 -0.13721108985146357 -0.049103533947444121
leaf_weight=1.1317079812288273 1.1552635021507729 0.35177119029685744 1.4705876107327642 0.87627058476209629 0.68906972435070202 1.2130627948790786 2.2868898797314605 3.3558937935158601 3.0250309789844314 1.2734261114310346 1.7181650295387934 1.8806692491052674 3.3470064154826105 1.3311283449875189 4.0892200091620889 1.0756959440477647 1.7257085819728661 6.3905773609876624 4.40017968090251 1.2255633519962419 1.9557602480053899 0.51608611816482186 1.0219877380295654 0.46674403548240662 5.8901553358882692 88.607383056121762 1.9012596204411218 5.3534901701495974 2.540336150676012 3.6162896305322647
leaf_count=7 8 7 41 6 53 17 19 37 34 84 14 29 46 26 72 40 30 39 29 14 13 94 96 3 40 1881 15 42 24 40
internal_value=-7.85389e-05 -0.000401146 -0.0285889 0.0181844 -0.0575617 -0.0620022 0.000462694 -0.000249317 -0.000687952 0.000252188 -0.0185107 -0.00430589 -0.0224134 -0.0655014 0.00159143 0.0217406 -0.000905202 0.000267299 0.0296404 0.0101269 0.0228081 0.00399189 -0.0593358 -0.0041713 0.00187376 0.00502128 -0.0136177 -0.0294016 -0.0578602 -0.0854583
internal_weight=155.882 154.727 4.60076 1.91711 1.04084 2.68365 150.126 147.839 146.708 143.352 9.5504 8.27697 6.5588 3.2118 133.801 14.7512 119.05 117.325 13.6755 9.27536 8.0498 6.09404 2.00482 0.98283 114.299 94.998 19.3015 13.4114 8.05789 6.15663
internal_count=2900 2892 124 66 60 58 2768 2749 2742 2705 199 115 101 55 2506 361 2145 2115 321 292 278 265 193 97 2081 1920 161 121 79 64
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=7 18 16 15 10 10 12 10 15 10 7 16 0 5 12 15 0 16 7 18 19 16 8 15 10 2 13 0 13 8
split_gain=0.219236 0.462626 0.765743 0.835617 0.678961 0.57778 0.552711 0.480636 0.607703 0.388975 0.344612 0.40611 0.613523 0.430353 0.684715 0.656947 0.688092 0.636388 1.65445 1.46301 1.19211 1.48504 0.981338 0.974978 0.891515 1.81326 1.04651 1.7449 1.56014 1.03192
threshold=26.752366550650006 17.248993197150003 17.654958715000003 20.310401204950004 80.468240302450013 90.740838818900016 229.23536747820003 81.188747081400024 15.559431200450001 104.14280259920001 26.452067539250002 11.934972090850001 105.70748523110002 11.976288766350002 167.86002060340005 18.871799531050005 94.047642319350018 15.444963882950001 24.122256664450003 15.287416123250003 12.651020723000002 15.604963508800003 8.0437227585500022 21.724651858600001 72.496961945650014 227.83308446245005 107.97116697695002 96.055920542800024 108.36905878025001 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=10 4 3 5 -2 -3 7 -6 -9 -7 11 -1 13 14 -13 16 -15 18 23 -20 21 -19 -23 -17 26 -26 27 -22 29 -28
right_child=1 2 -4 -5 6 9 -8 8 -10 -11 -12 12 -14 15 -16 17 -18 20 19 -21 24 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.036610090019556833 -0.1024871541378653 0.038061014950290725 0.10403145005757626 -0.10585510878689929 0.10638432143221908 -0.10176533194318041 -0.10872597145325043 0.057525762607234909 -0.10845870397247059 0.052247733673224862 0.036058576648284081 -0.00418313739104387 0.055036354626334029 -0.028828911008405796 -0.10517826402422739 -0.014861588742901827 0.058205910596664495 0.10123047852317844 -0.13703922741335894 -0.024895358461412876 -0.011363517746909371 -0.08126610459871475 0.037119624605254579 0.10418295291082576 -0.076161809869829844 0.081660859812373601 0.015092835198703015 0.10503928520288384 0.00080171208629005594 -0.1140467176701175
leaf_weight=2.9505854834278571 1.2736129559925751 2.1443066448846375 0.65060956589877594 0.77666955022141326 0.46568405628204323 0.60674390269559797 0.4075867641950025 0.47805625828914344 0.40953372261719778 0.22472188551910222 2.7165653359261333 2.0648082275874908 2.0609440244734278 1.2038937926699862 0.99466287653194729 1.6490704156167324 3.700397344538942 2.6270181280560783 1.6806729426025411 3.7790508136386052 2.6634792578406623 1.0172660140378869 2.2464643558487296 1.1804585773497818 3.612799043999984 0.91168692463543255 0.89924065768718664 2.4932880164124072 104.46302974388527 1.9838713897624982
leaf_count=244 48 90 8 53 3 192 30 19 40 78 66 81 47 61 102 35 52 19 40 55 52 63 23 14 102 15 13 17 1185 53
internal_value=-7.54159e-05 -0.0168255 0.00387904 -0.0134857 -0.046868 0.0106225 -0.00663921 0.0241079 -0.0190594 -0.0601399 0.000772643 0.000107816 0.000874917 7.28563e-05 -0.0370176 0.000906563 0.0368408 -0.000436593 -0.0272549 -0.0594167 0.00137196 0.0452664 0.000220198 0.0348029 -0.000837532 -0.0443604 0.000912812 0.044917 -0.00120109 -0.0737682
internal_weight=154.337 7.43753 4.40305 3.75244 3.03447 2.97577 1.76086 1.35327 0.88759 0.831466 146.899 144.183 141.232 139.171 3.05947 136.112 4.90429 131.207 8.28925 5.45972 122.918 5.89075 3.26373 2.82953 117.027 4.52449 112.503 5.15677 107.346 2.88311
internal_count=2900 561 421 413 140 360 92 62 59 270 2339 2273 2029 1982 183 1799 113 1686 144 95 1542 105 86 49 1437 117 1320 69 1251 66
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 5 5 6 10 8 8 10 17 15 6 16 4 15 15 16 2 18 0 18 10 16 7 9 8 18
split_gain=0.200361 1.11304 0.781029 0.736083 1.60643 0.82196 1.41901 1.11896 1.4389 0.653913 1.18811 0.596337 1.92155 0.866152 1.41827 0.990125 2.87987 1.42181 1.89263 0.982987 1.39226 0.937916 5.05396 1.28921 1.05406 2.44365 2.56386 1.03094 1.10618 0.89492
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 16.892865140250006 17.671168838450004 17.886193876600004 14.835346625500001 71.381251821550009 8.1436447804000007 8.543332867800002 71.090898343450007 169.61846646075003 28.777417478550003 16.315381206250006 18.684956306450005 200.91490209630004 31.000143748900005 34.098324821200009 17.844958270700005 145.11127223590003 14.371157440600003 91.410264893400026 14.504139642200002 66.318885161900013 20.784951395750003 22.620341628000002 214.57164835430004 8.0437227585500022 12.543841250850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -5 7 -7 8 -6 -1 -11 13 -13 14 19 16 -15 -18 -19 20 -8 22 24 -23 25 26 -17 28 -25 -16
right_child=1 2 -4 4 5 6 11 -9 -10 10 -12 12 -14 15 29 21 17 18 -20 -21 -22 23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021979931841088086 0.063402442349112992 0.044568999123377279 -0.066781524977786527 -0.095273005858278331 -0.059783334282287784 -0.084760684784333032 -0.1356246728858666 0.086545106303109798 0.04747231162058882 -0.087228762453735009 0.04573801034266585 0.11740297084528697 -0.081253083094512929 0.10544040331497129 0.0071019157150518028 0.0060110005966316007 -0.22285584227945013 0.072739385650090652 -0.16376655121475769 0.097000109157829958 0.053598987068008856 0.075856915387117377 -0.15198304020660658 0.03053561519393937 0.059310625206684967 0.0023183247375017017 -0.20184308371078938 0.05720883884699194 -0.068189568593233954 -0.11591031988464702
leaf_weight=26.411077714874413 2.8562952084466806 3.790024450980126 1.7139407058712084 1.7509650941938151 2.0359551440924397 1.9882223112508643 0.49952840467449133 2.5721488632261753 3.2434627590700984 2.3622364404145624 0.93917294265702356 0.60450368467718307 2.5029852027655579 0.78979963139863629 3.2442885127966297 1.1544747742300381 0.80615483038127456 0.62492582073900826 0.73788650266942568 3.365403925999999 1.7547922185913192 3.7405076790600997 2.2141455737873903 2.03789038117975 3.0086678527295581 69.043727823351219 1.2211586683988569 2.3293093531392515 2.5614100953098387 0.72325194507720869
leaf_count=1227 34 30 36 24 23 25 35 15 24 91 16 3 83 11 175 31 10 14 35 21 46 30 23 21 27 653 10 23 39 65
internal_value=-7.37693e-05 0.0017076 0.00023984 0.00121048 -0.000224022 0.00125134 -0.00108342 0.0324604 0.00611024 -0.00744301 -0.0494029 0.000532361 -0.0426083 0.00187487 0.0304529 -0.0011603 -0.0580525 -0.117586 -0.0553153 0.0627702 0.0116695 0.000767639 -0.00309939 0.0285466 0.00132973 -0.00111282 -0.100833 0.00300549 -0.0244457 -0.0153223
internal_weight=152.628 122.916 120.06 118.346 114.556 112.805 104.953 7.85157 5.27942 29.7125 3.30141 102.965 3.10749 99.8573 9.58727 90.2701 2.95877 2.16897 1.36281 5.61972 2.25432 87.3113 76.6422 10.6691 74.428 71.4194 2.37563 6.92861 4.5993 3.96754
internal_count=2900 1566 1532 1496 1466 1442 1380 62 47 1334 107 1355 86 1269 342 927 70 59 49 102 81 857 744 113 721 694 41 83 60 240
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=14 14 7 16 4 6 4 7 13 17 17 17 0 10 10 0 6 6 9 6 16 5 7 8 18 17 9 6 17 7
split_gain=0.194193 0.809585 0.82557 0.799262 0.694737 0.794147 0.617825 0.604237 1.29325 1.14419 0.711922 0.942748 0.56467 1.79717 2.64633 1.8684 1.29675 1.47484 1.91987 1.12254 1.06686 1.06942 0.987628 1.10952 0.861897 0.847297 0.776795 0.771018 0.731912 0.704558
threshold=241.54317565595002 244.99684607285005 23.282607548150004 13.894967507500002 233.74578482015002 16.415383542800004 172.73046293330003 24.785467646950003 104.02719889955002 203.08534335880003 191.55545126530004 206.02826764000002 86.280686780500005 62.057679025150001 62.106071271500007 86.692020874450009 14.980350013450002 13.955326063950002 199.21354841250005 13.705320222600003 19.304954856600002 22.504913082700003 25.396105459650006 8.3434888241000014 13.832542267500001 192.70224472390001 189.54401862130001 16.545386580300001 199.55131508320002 23.496712412700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 7 -6 -1 8 -5 -10 -9 -12 20 29 -15 -16 17 19 -19 24 -3 -22 -20 -24 -17 -18 27 -23 -27 -14
right_child=1 12 -4 4 5 -7 -8 10 9 -11 11 -13 13 14 15 16 25 18 22 -21 21 26 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.036423848404359312 -0.12437443084487756 0.034807427513199644 -0.01085488749158392 -0.088286549642868251 0.0019219861522956649 0.094480771229252178 -0.11017114913503923 -0.02646722855107116 0.0038339860889386118 -0.075721607300092017 0.05677534170635215 -0.028641235764578329 0.079639049272663243 -0.14746495874776056 -0.13992523174328714 -0.073549499397674148 -0.031279096781428824 0.042165373905479406 -0.1269635133973884 0.06726645027255343 -0.12696563219304233 -0.14455809430877647 -0.093399324517062288 0.036767209501469465 0.0013692559425313 0.075956521129602272 -0.011372513418175426 -0.013966101433045422 0.021286810972419072 0.020949330219388433
leaf_weight=0.39545540664403134 1.0983677300391712 3.0684322229644776 1.5372721893945707 1.6520951916463662 1.9016768811270588 1.8085428008344022 1.053058813253301 2.0862477635964733 58.763838955026586 1.8652068893425156 6.2812660320196301 1.6268018777482209 3.5389640230569039 1.261087362654506 0.94234329462051292 1.6600185239221996 1.9608581252396096 1.7027562535367895 2.40989253600128 2.4364860407076767 1.0609760587103654 0.95086057600565144 1.5615061069838705 1.1277954706165472 20.485886190159363 3.739666677080093 10.098394819979147 0.86189260613173246 7.0947835012339056 4.8469157433137298
leaf_count=13 20 109 28 78 29 16 142 32 667 28 62 49 22 18 14 76 17 26 45 36 16 37 46 22 932 20 165 21 74 40
internal_value=-5.96739e-05 -0.00374339 -0.0581626 0.00343428 0.00483701 0.0470397 -0.0701496 0.00267056 -0.000992186 0.00138652 0.0254955 0.0392039 -0.00171782 0.00311492 -0.00458741 -0.000594216 0.00237769 -0.00856154 -0.0497723 0.00284149 -0.0182188 -0.0307616 -0.0804727 -0.0388122 -0.00424652 0.0292094 -0.0221923 -0.0824668 0.0401568 0.0457173
internal_weight=150.879 73.4452 2.63564 77.4342 75.9857 3.71022 1.44851 72.2755 62.2811 60.629 9.99432 7.90807 70.8095 54.769 46.3831 45.122 44.1796 31.3843 6.80195 24.5824 16.0406 12.9721 5.09919 2.6893 22.1459 12.7953 11.9111 1.81275 10.8345 8.38588
internal_count=2900 1784 48 1116 961 45 155 916 773 695 143 111 1736 1388 1326 1308 1294 1183 139 1044 348 239 113 68 1008 111 223 58 94 62
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=12 8 4 18 18 18 4 5 14 17 17 8 6 8 2 17 18 7 7 4 14 0 13 9 12 0 3 10 13 8
split_gain=0.196308 0.887179 1.65813 2.03561 1.51083 1.35232 0.679701 1.93334 0.861934 0.604028 0.479855 0.549838 1.10415 0.528247 0.62196 0.51613 0.657278 0.799495 1.84162 1.55629 3.25855 1.58448 2.36235 1.26168 0.748032 0.791896 2.90506 1.96637 2.18353 2.11471
threshold=92.695913642950003 8.3434888241000014 143.35918460430003 15.078943968800003 13.650870338750002 12.949570119650001 163.60960442095003 20.361635946650004 164.58247045880003 166.83257850275001 169.61846646075003 8.9430209551500024 18.080422446150003 7.8438787148500007 189.76529655395004 187.07782946595003 13.075178189100003 22.580174331950005 23.102607264700001 181.76113425110003 193.50822769395003 86.345209775600011 117.64961624655002 189.78071820640002 94.472960382900013 93.972365491700018 84.807411725000023 69.563854125350005 112.82921081865001 8.2435668022500028
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -8 -10 13 15 -13 14 -11 -12 -17 -18 19 -19 -21 22 -22 -23 -20 27 -27 28 29 -26
right_child=6 5 3 -5 -6 -7 8 -9 9 10 11 12 -14 -15 -16 16 17 18 24 20 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.05584505998606825 0.095881836450531763 -0.044953081274871291 -0.0123286810706072 0.044659068921359818 -0.15138729605571033 0.043383947908203824 -0.10990613902343623 -0.023096273407616448 -0.048659028019943207 -0.070686533014786224 -0.012527685087674548 -0.087106298747950783 0.010787588596985091 0.11000950052171038 0.044339353001579311 0.049196571574509566 0.042715538157693182 -0.11780819004926679 0.095162267880645801 0.11224854593814691 -0.12572850775515618 0.052549649765350107 0.034754672915091038 -0.04612269439012303 0.012886264938099726 0.0033705733322593823 -0.10296784682486243 0.068938670685946168 0.014280066662180853 -0.12686301059763588
leaf_weight=1.4040867323055843 2.697419110685586 2.7087104052770883 1.1608747782302091 1.2016345790470948 2.3895100316149183 4.8109221630729735 0.71433951880317081 2.7664785115630366 2.4775380622450021 0.62031249707797531 21.485350696653768 2.1059991395450188 2.5439083359087817 0.79018656717380498 1.9409565336827652 3.1956442883820264 4.8292824417003422 1.8699125335551787 0.94992871140129764 1.6157106012105931 3.4499744489876303 2.2932971954578534 1.2494284575805066 2.9794228058308363 2.0548754894407457 25.998109988795481 2.8507648976228657 5.7058846508152774 36.18502417684067 2.2889860291033983
leaf_count=15 17 33 21 31 40 40 10 28 286 45 543 44 46 9 42 46 93 16 9 6 68 30 10 19 19 843 89 61 312 29
internal_value=-6.28717e-05 -0.0114821 -0.0396319 -0.0678427 -0.105919 0.0115633 0.0010883 0.0356409 -0.000361771 0.000242582 0.00119654 0.000184577 -0.0335497 0.0385328 0.0164813 0.00150272 0.00459398 0.00308282 0.00094409 -0.0331537 -0.0194931 -0.0408382 -0.0830609 -0.00320651 0.0069793 0.00586365 -0.00713749 0.0139759 0.00623794 -0.0607542
internal_weight=149.334 13.6757 6.15611 4.75202 3.55038 7.51963 135.659 5.4639 130.195 129.48 127.003 123.652 4.64991 3.35146 2.56127 119.002 97.5162 94.3206 89.4913 13.4577 11.5878 9.97212 4.6994 5.27272 76.0336 75.0836 28.8489 46.2348 40.5289 4.34386
internal_count=2900 180 107 92 61 73 2720 45 2675 2665 2379 2283 90 96 87 2193 1650 1604 1511 149 133 127 78 49 1362 1353 932 421 360 48
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=7 7 10 6 5 10 17 19 6 18 18 7 3 18 7 8 18 8 17 18 18 0 16 16 6 13 19 2 3 0
split_gain=0.205525 0.692128 0.825169 0.989878 0.578418 0.640405 0.63473 0.47613 0.519993 0.47888 0.816076 0.938141 0.768945 0.761256 1.54532 1.55029 0.679833 0.565303 0.893659 0.498442 2.16637 1.85437 1.56943 1.12944 2.08443 1.64264 2.42168 1.25757 1.0505 1.19442
threshold=20.778835947700006 21.725272673150005 61.614083433650009 11.865277230300002 27.160544034850002 61.614083433650009 187.59608338195002 14.651182102100002 17.765415086100003 12.752103815600002 12.933745112000002 22.597569836950004 93.915907870950022 13.042786209850002 22.765858321950002 8.2435668022500028 12.868666868750003 8.0437227585500022 186.34046889365004 13.849588037450003 13.878370392300001 87.181320254150009 22.654947022900004 22.544947280100004 16.515385879350003 117.62273166525001 14.451165964200003 141.74751097030003 93.249170254600017 86.036037090600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -3 8 9 -7 16 12 17 -13 15 -15 -11 18 -12 23 -21 -22 -23 27 25 26 28 -16 -25 -30
right_child=1 4 3 -5 -6 7 -8 -9 -10 10 11 13 -14 14 19 -17 -18 -19 -20 20 21 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.013862177475457 -0.12613050564539938 0.0067540548011357955 -0.087115150857689047 0.019392121679225386 0.069178403514173661 0.059731553314090226 -0.11634910721594256 0.031950334438574195 -0.064539246123912639 -0.00066240256954204089 0.067591162406282351 0.060392786827442146 -0.025903936056248768 0.011716407566409915 0.061433242955550853 -0.099076275839380085 -0.074866597489395392 0.064542049205320931 -0.053174054161444585 -0.17870772198158461 -0.10344714454828781 -0.003053864014119436 0.090775083131174397 -0.013915538086162006 -0.063547457333519061 0.058024917874418762 0.0437518502929891 -0.010579541771659554 -0.017805531526182597 -0.14608921269808917
leaf_weight=9.8918289070279553 0.8797402115596914 0.75619164569070452 1.3575766143621879 2.4427630052668974 1.2070743570075126 1.3244324212428171 0.93886374274734408 4.6232087430544189 1.2641491474350903 2.3032822674140325 1.2029999125516027 1.9403145621181455 1.884684878750704 2.0821218222845337 7.0427726916968805 3.2101942803710699 2.6611320608790265 5.0818366431631148 1.248885298380628 0.71059209242230181 1.7946175669785578 62.999349292615079 1.8345655621960748 4.6086534033529514 4.5155289280228308 5.5035637486726037 5.4364219309936743 3.6984939124668017 1.2841352978139187 1.6692549996078012
leaf_count=396 32 17 50 62 29 10 24 42 17 19 34 25 28 30 39 33 28 40 38 7 33 1597 23 33 50 43 47 29 24 21
internal_value=-6.00749e-05 -0.0010616 -0.0388577 -0.0186549 0.000270125 -0.000361825 -0.0614308 0.000434904 -0.000727906 -7.75633e-05 -0.000723077 0.000951383 0.0312235 -0.00168051 -0.00281259 -0.0554878 -0.0404389 0.0455148 0.00607853 -5.51223e-05 -0.00502672 -0.00317442 -0.000398844 0.00986178 -0.0026332 0.0122333 -0.00715494 0.0366374 -0.0437523 -0.0903114
internal_weight=147.399 137.507 4.68008 3.80034 132.827 131.62 1.69506 129.925 125.302 124.038 122.713 117.749 9.41841 108.331 106.39 5.29232 4.96441 7.53372 2.45189 101.098 67.3391 66.6285 64.8339 33.7588 23.0176 18.502 12.9985 10.7413 7.56204 2.95339
internal_count=2900 2504 144 112 2360 2331 41 2290 2248 2231 2221 2174 140 2034 2009 63 47 112 72 1946 1660 1653 1620 286 218 168 125 68 78 45
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=12 9 9 9 7 2 9 4 5 17 2 17 8 6 7 8 4 4 19 8 7 15 15 8 5 18 2 8 3 0
split_gain=0.184544 0.760255 1.70039 0.638242 0.678655 0.593549 1.2503 0.536477 1.70038 0.512936 0.437515 0.423424 0.417595 1.07653 0.525085 0.503388 0.410047 0.743853 0.397962 0.395039 1.30925 2.33217 1.59574 1.69956 1.56638 1.65089 2.38625 1.07243 1.03228 0.904971
threshold=92.695913642950003 196.26893085885004 189.78071820640002 198.65201223855004 23.9444576715 56.184788788300004 186.67271206880002 163.60960442095003 20.361635946650004 166.83257850275001 167.29597799085005 164.78131450820004 8.9430209551500024 18.080422446150003 21.725272673150005 8.7431769115000026 195.32149859550003 253.68334227400001 14.451165964200003 8.4434108459500017 25.396105459650006 38.842471172100005 36.168474401900006 8.543332867800002 21.893521430150003 13.24392582145 127.74713841330002 8.543332867800002 92.171098544300023 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 5 -3 -5 -1 -7 8 -2 10 -9 -12 15 18 -15 19 -17 -18 -14 -11 21 22 23 -21 -23 26 -26 -27 -24 -29
right_child=7 3 -4 4 -6 6 -8 9 -10 12 11 -13 13 14 -16 16 17 -19 -20 20 -22 24 28 -25 25 27 -28 29 -30 -31
leaf_value=0.05465951054558546 0.092414404025754918 0.060556287784337748 -0.093166778913354786 0.02012914301123549 -0.059011820240680725 -0.10110940826417769 0.054336877180830169 -0.10627235527995793 -0.021946081870167184 0.0038985811944639466 0.01047767652957946 -0.1133700675021919 -0.033087151888446881 -0.046757523859049716 0.047646349257816148 -0.010708881521924937 0.10116300665649386 0.010236296626017008 -0.12092570258627154 -0.081903899006446554 0.057016128545144575 0.086997297525460607 -0.14810852302494931 0.017472203688128345 0.025601241642641916 0.055986031083316325 -0.12397211773487904 0.046205222173236055 -0.051281798731373944 -0.048197978932345918
leaf_weight=1.6236303178593501 2.4826164841651908 1.9500815533101556 2.8741130763664842 3.1239443438826129 1.6589547721960114 1.072114642505767 1.0001083544921128 0.79954880576406084 2.7297170408419333 85.346447516116314 1.2887187547312349 0.35131225903751317 0.92611910204868708 0.90802652138518203 1.6779162245802579 1.5570736713707436 1.6178634960670026 2.0268950238241814 1.1641372591257093 2.8060738844797068 2.6911783550458486 2.2304081423208109 2.0940545946359634 4.450386990327388 1.9907632488757361 4.406378797721116 2.2976624511211412 1.5960446087410671 2.3219058737158775 2.7915023304522038
leaf_count=20 17 12 37 33 38 32 8 172 28 1899 95 22 25 21 32 13 13 32 20 39 48 13 18 45 16 31 46 21 23 31
internal_value=-4.81993e-05 -0.0112764 -0.0354771 0.0123384 -0.007321 0.00938585 -0.026087 0.00107866 0.0325234 -0.000208449 -0.0456207 -0.0160518 0.00067855 -0.0286402 0.0144974 0.00181892 0.0322466 0.0505975 -0.0820075 0.000442846 -0.00949553 -0.0161286 -0.0498002 -0.0209565 0.00953818 -0.00366781 -0.0545375 0.0211392 -0.0971972 -0.0138572
internal_weight=145.856 13.3029 6.56997 6.73298 4.7829 3.69585 2.07222 132.553 5.21233 127.34 2.43958 1.64003 124.901 4.6762 2.58594 120.225 5.20183 3.64476 2.09026 115.023 29.6764 26.9852 11.6724 7.25646 15.3128 13.0824 4.28843 8.79393 4.41596 4.38755
internal_count=2900 180 97 83 71 60 40 2720 45 2675 289 117 2386 98 53 2288 58 45 45 2230 331 283 125 84 158 145 62 83 41 52
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=7 18 16 15 10 12 10 10 15 10 7 16 0 5 12 15 3 17 16 7 5 4 13 0 2 2 8 7 13 6
split_gain=0.188242 0.41836 0.682345 0.751945 0.592205 0.494634 0.494195 0.422502 0.535216 0.352 0.294681 0.314737 0.516822 0.375706 0.612492 0.561879 0.59898 0.564286 0.487137 0.526602 1.03053 0.422107 0.577653 0.416524 0.36872 0.35708 0.500727 0.344776 0.339848 0.448557
threshold=26.752366550650006 17.248993197150003 17.654958715000003 20.310401204950004 80.468240302450013 229.23536747820003 90.740838818900016 81.188747081400024 15.559431200450001 104.14280259920001 26.452067539250002 11.934972090850001 105.70748523110002 11.976288766350002 167.86002060340005 18.871799531050005 85.622014538550019 167.56787829315002 14.524966034300002 20.778835947700006 13.922841871800001 235.12066052680004 105.64833915220002 98.327667663000014 242.05632222635003 309.73785348360008 8.0437227585500022 19.771475517600006 101.66942111915002 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 6 -2 7 -3 -6 -9 -8 11 25 13 14 21 16 23 -18 19 -17 -21 22 -13 -15 -14 26 27 -1 -20 -30
right_child=1 2 -4 -5 5 -7 9 8 -10 -11 -12 12 24 15 -16 18 17 -19 28 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010182654939024701 -0.099462198667711943 0.035112754960940261 0.10362817372919116 -0.10530496457686545 0.10570246644623858 -0.10784448576837052 -0.10161244421806291 0.053971403824343171 -0.10785082023267983 0.048424963863609852 0.033977929327586427 -0.1090172722898213 0.006960192789153336 0.087531762782146416 -0.10457147499752158 0.025541098562511213 0.064101517878736844 -0.082539099359222504 0.037541230908654327 0.019326693013774127 -0.1259605933357377 0.046050023598608894 0.04107528501240567 0.017299595267419251 0.092783745470742168 0.015826832404124191 0.051203492722166316 -0.10687751435797306 -0.026209050596000427 0.0012730333961806458
leaf_weight=0.31716535985469763 1.1896197703317732 2.1156210689805457 0.59046458452939976 0.70066659990698088 0.4175177067518232 0.37113389465957869 0.54621449840487901 0.46170149865793064 0.36673283285927027 0.21908410721516702 2.6226835143897906 0.62313943245680936 0.97031166357919518 1.8947919332422309 0.89121438324218605 0.84156055073253755 0.41804185489308998 0.70490219088969752 2.4360231822356573 0.80795659474097226 1.2336306287033947 0.89441231969976787 0.4357105940580368 1.523329284507781 1.0340862879529593 0.99408303666859854 0.34152616909705091 1.2172010487483929 6.2742448219796634 111.17633650827338
leaf_count=20 48 90 8 53 3 30 192 19 40 78 66 61 32 20 102 15 23 38 44 12 46 17 3 32 15 26 11 187 150 1419
internal_value=-3.34569e-05 -0.016056 0.00402616 -0.0123944 -0.0459072 -0.00650915 0.0102024 0.0236758 -0.0176644 -0.0586608 0.000778859 0.000134033 0.000845491 6.94542e-05 -0.0358744 0.00087254 0.0354152 -0.0279487 -0.000405139 -0.0410244 -0.0684633 -0.00453002 -0.0472551 0.0562319 0.0512373 -0.0326279 -0.0583053 -0.0826803 0.000571711 -0.000195068
internal_weight=144.631 6.97876 4.17205 3.58159 2.80671 1.61709 2.88092 1.24595 0.828434 0.765299 137.652 135.03 132.16 130.155 2.84448 127.311 4.54107 1.12294 122.77 2.88315 2.04159 1.95326 1.05885 3.41812 2.0044 2.86998 1.87589 1.53437 119.887 117.451
internal_count=2900 561 421 413 140 92 360 62 59 270 2339 2273 2029 1982 183 1799 113 61 1686 73 58 81 64 52 47 244 218 207 1613 1569
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=0 0 12 6 9 16 7 17 18 8 0 18 18 0 12 9 19 13 12 12 0 3 17 15 18 17 18 19 7 7
split_gain=0.183082 0.670806 0.523668 0.948925 0.671331 0.913731 0.985305 0.921142 1.51782 0.790719 0.647198 0.715081 1.1629 0.461159 0.474738 0.582236 0.456762 0.445652 0.431276 0.461979 0.54202 0.672377 1.29037 1.01015 0.936706 0.776266 0.357852 0.560336 0.35249 1.299
threshold=85.716110573100011 85.694602908050015 58.770113158150004 22.585527707250005 186.14781787895004 22.624947093000003 22.446731871300006 189.15434684240003 13.400856420150001 8.3434888241000014 85.656964494200011 12.810573245550001 13.258783262950002 84.95796538030001 312.84386831240005 71.82068887245002 14.551174033150001 112.82921081865001 58.770113158150004 78.909246879600019 85.807518149550006 93.58791597905001 193.01551328760004 36.508287084250007 13.064341268650002 184.59783591905003 11.780121045600003 13.451085274650001 22.580174331950005 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 2 -1 4 9 -6 16 -8 -9 10 11 13 -13 14 15 26 -7 -17 -2 -20 -21 24 23 -23 25 -22 27 -4 -26 -30
right_child=18 -3 3 -5 5 6 7 8 -10 -11 -12 12 -14 -15 -16 17 -18 -19 19 20 21 22 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.096134124227293713 0.071688855189254455 -0.10081121190527248 -0.070650790436770902 0.1030533641323431 -0.11517315843959959 -0.10434065897261165 0.079613247398581832 -0.10042749194884285 0.045356551977007442 0.10366723526241738 0.067139545777302065 -0.12321067628350979 0.040124834201037372 0.10561686137562437 -0.1074527843976234 0.021358053572563606 -0.016883861168103701 -0.11391321665673459 -0.037263985158984048 0.034294290914415416 0.010095429813775475 -0.0055305196763448016 0.035091915069020027 -0.11974838996416109 0.020972986337922897 0.097914095904781021 0.058692467102316064 0.055968355742691767 -0.057501331142205125 0.0010012657272460872
leaf_weight=0.61378500424326077 0.8657752089202394 0.76657842006534238 0.70980617363239085 0.81733803637325664 1.0583807879011136 1.3686712048365737 1.414462479384383 1.2759316816227513 1.622091723125777 0.83949123159982342 1.2800446725450454 1.1833377870207185 0.69009742191701651 0.452212240314111 0.37882399407681067 0.41870528453728162 1.0594206843525169 0.58219024474965408 3.0983267109841099 4.9362676234450182 2.2661847787094294 1.3093574817758047 1.681650085840374 1.8949241816299034 7.6284525616792953 1.8108765073120592 1.854655019007623 0.68852615612559021 3.9533737662131889 94.995607950651902
leaf_count=6 6 12 17 6 61 26 29 22 25 9 8 72 28 5 23 46 22 102 35 40 31 11 18 45 213 15 30 31 43 1863
internal_value=-4.25016e-05 -0.00916531 -0.00532797 -0.00217804 -0.00727435 -0.0287921 -0.0152289 0.0134595 -0.0188287 0.0112119 0.0017907 -0.0102307 -0.0630445 0.00922742 -0.000181436 0.00937147 -0.0661817 -0.0573251 0.00135586 0.000863104 0.00184363 0.000457227 -0.0358464 -0.0730758 0.00206021 0.0491012 0.029893 -0.00830467 0.000260684 -0.00133613
internal_weight=143.515 19.0746 18.308 17.6942 16.8768 7.79896 6.74058 4.31249 2.89802 9.07789 8.2384 6.95835 1.87344 5.08492 4.63271 4.25388 2.42809 1.0009 124.441 123.575 120.477 115.54 4.88593 3.20428 110.654 4.07706 3.25299 1.39833 106.577 98.949
internal_count=2900 580 568 562 556 185 124 76 47 371 362 354 100 254 249 226 48 148 2320 2314 2279 2239 74 56 2165 46 78 48 2119 1906
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 5 5 17 5 5 6 16 10 7 7 5 15 3 5 18 3 16 2 17 18 10 13 7 5 7
split_gain=0.181522 0.896297 0.673197 0.63774 0.670915 1.33895 1.08575 0.921776 0.565985 0.543175 0.578869 0.558575 0.519408 1.05849 0.847085 0.648345 1.45009 0.78968 1.24569 1.10432 1.04757 0.966186 1.27079 0.737378 1.56842 0.850142 1.52154 2.34474 0.99975 0.798424
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 17.369804050850004 17.671168838450004 17.886193876600004 191.75198759630004 20.950952025950006 20.410615048800004 13.355312044750002 22.594947163200004 71.090898343450007 23.875242364300004 25.159995955100005 18.483418961650003 29.049007317550004 86.493074972800017 19.861308675400004 14.322090334300002 88.173361304300016 20.719951547750004 250.56088660660001 201.37020668845003 14.047116609550001 66.318885161900013 113.85351336640001 20.696106785750004 19.500380888400006 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=8 -2 3 -3 7 -6 -7 -5 9 10 11 -1 15 -14 -15 16 -8 18 -17 20 -19 -21 -23 24 25 26 27 -22 -28 -25
right_child=1 2 -4 4 5 6 12 -9 -10 -11 -12 -13 13 14 -16 17 -18 19 -20 21 23 22 -24 29 -26 -27 28 -29 -30 -31
leaf_value=7.8918905894014634e-05 0.059559198179761325 0.042888282607076805 -0.063765668778603166 -0.095892810154762489 0.05533675036076801 -0.076026437490018139 0.08402039809317921 -0.0025404983041626586 -0.061888263880560769 0.086625215590730706 -0.06611074856862767 -0.10828207880238466 0.077532083757948206 -0.12611975392902999 -0.0015580858991037592 -0.0082640394205087241 -0.015106366687764989 -0.082034856958460384 -0.11972291562492104 0.072708394896181375 0.0032303123331058714 -0.078926651797200681 0.059786258588399178 -0.07242543244425674 0.1041349230673206 0.076877016093954184 0.079594390990645997 -0.1764023886142817 0.00084056168087621476 -0.0030774935934110379
leaf_weight=23.655418256981662 2.6186938756145528 3.5699028559029093 1.6127936381380994 1.7022604271769513 4.4329722821712485 1.8844020492397238 2.9232214689254752 2.7935613170266151 1.7756626165937621 0.6513558680890118 1.5006072879768897 0.48546492774039407 0.58968484634533469 1.282621765509248 0.95057521061971773 3.6843512165360144 2.9803172061219811 1.5749974003992964 1.3776667585188986 3.9451530971564344 1.7865097336762112 1.2451031696982684 1.4065300626680253 2.7564918064745134 1.5168598920572538 1.454177730855007 1.6571365371346463 1.2248421902477273 59.097850790290977 4.1745144282467663
leaf_count=1204 34 30 36 24 31 25 19 31 66 15 40 9 13 41 32 39 27 16 56 31 116 19 22 31 14 16 10 38 776 39
internal_value=-4.04066e-05 0.00172986 0.000373195 0.00131348 -8.08741e-05 0.00158636 -0.000857148 -0.0378866 -0.00724568 -0.00355544 -0.00584625 -0.00210018 0.000624094 -0.0416332 -0.0730992 0.00190944 0.0339777 -0.000269057 -0.0385984 0.00210171 -0.0013378 0.041333 -0.00534789 0.000387464 0.00361163 0.00127372 -0.000450393 -0.0698338 0.00298863 -0.0306575
internal_weight=142.312 114.243 111.624 110.012 106.442 101.946 97.513 4.49582 28.0685 26.2928 25.6415 24.1409 95.6286 2.82288 2.2332 92.8057 5.90354 86.9022 5.06202 81.8402 75.2434 6.59679 2.65163 73.6684 66.7374 65.2205 63.7663 3.01135 60.755 6.93101
internal_count=2900 1566 1532 1496 1466 1411 1380 55 1334 1268 1253 1213 1355 86 73 1269 46 1223 95 1128 1056 72 41 1040 970 956 940 154 786 70
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=12 8 4 18 18 18 4 5 10 12 2 2 12 15 5 16 13 6 9 6 12 9 15 0 10 3 6 15 16 16
split_gain=0.180384 0.7269 1.29501 1.69879 1.17874 1.0822 0.455983 1.4869 0.477162 0.367408 1.29782 1.23661 0.778074 0.831673 0.770548 1.7806 0.698242 0.778305 0.594454 1.1896 0.557316 0.549704 0.487669 0.542824 0.479591 1.00344 1.90668 1.65111 1.00987 1.69437
threshold=92.695913642950003 8.3434888241000014 143.35918460430003 15.078943968800003 13.650870338750002 12.949570119650001 163.60960442095003 20.361635946650004 55.583871847050013 114.86856072930001 103.98563613345001 87.122651665300012 130.74068757200004 23.304416445750004 17.671168838450004 20.394952307700002 117.56896250265002 14.755344756250002 199.46724415935003 13.825323026450002 132.42929831470002 202.48520976110004 36.636904827250007 96.588235252600015 61.944763783650011 93.308316333450009 14.515339148550002 40.452545866750008 22.604947139800004 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -8 11 16 14 13 -12 18 -16 17 21 -10 -20 -14 -11 23 -13 -22 28 -27 -28 29 -26
right_child=6 5 3 -5 -6 -7 8 -9 9 10 12 22 20 -15 15 -17 -18 -19 19 -21 24 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.050243502551438196 0.090193161341353814 -0.041399103461893301 -0.016108980587793434 0.041036998139073577 -0.14393274102365047 0.03979083918973253 -0.10300375087074942 -0.019769665128372627 0.06383473603409498 0.040229845575053241 0.018801427137302387 -0.13806391101246626 0.056099875916751453 -0.098949758780812067 -0.09937899626732509 0.01528240002936921 -0.012771170789987877 0.068712596489823335 0.072225160287387111 -0.068067267987058852 0.015655195714768564 -0.078919232147122181 -0.018593256773557994 -0.023595285931734947 0.0007313617453851679 0.087342426230671427 -0.11865195385856447 -0.023045895464967058 0.028707463317420964 -0.059466071202154726
leaf_weight=1.2827615877613405 2.2789051295258096 2.5934597745072097 1.0862490168365186 1.1383799877658018 2.1480408297502436 4.4737851825775579 0.44894675248360627 2.6708235045080073 2.5236310938489606 0.91363600391195887 0.9516735497018084 1.3159485192300047 1.7569159841514181 1.6223716697422785 2.0419889657641761 4.0218484476208687 2.1541548150125891 5.8545828444184735 1.0930300021282167 1.3520427267067132 15.010752938047515 0.67202361513045616 1.1027811695821581 0.60460815660189826 52.865938132250449 1.1919298626016814 2.3993565629643836 7.308866518229479 10.803311669267712 5.1294250758364788
leaf_count=15 17 33 21 31 40 40 112 28 28 26 54 48 21 42 32 35 20 39 23 21 238 27 12 19 1502 11 63 159 98 45
internal_value=-2.91891e-05 -0.0113857 -0.038106 -0.0640241 -0.101003 0.00999665 0.00109882 0.0308583 -9.73988e-05 0.000279153 0.00224755 -0.0149342 -0.00115438 -0.0554149 0.000593011 -0.0233297 0.0373648 0.0518805 0.0297884 -0.00535182 0.000293474 -0.0102671 -0.0715948 -0.102028 -0.000741766 -0.00383003 -0.0320199 -0.0466746 0.000636248 -0.00459283
internal_weight=140.812 12.7227 5.65543 4.37267 3.23429 7.06724 128.089 4.94973 123.14 122.691 108.635 14.0559 99.0405 2.57405 11.0325 6.06384 9.5944 7.44024 4.9687 2.44507 96.4665 1.58566 3.02334 1.92056 94.7096 79.6988 10.9002 9.70822 68.7987 57.9954
internal_count=2900 180 107 92 61 73 2720 45 2675 2563 2345 218 2233 96 139 67 112 92 72 44 2137 53 79 67 2116 1878 233 222 1645 1547
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 5 10 0 5 8 8 10 5 10 13 16 8 6 16 10 8 3 0 5 13 5 5 18 13 9
split_gain=0.177478 0.723851 0.55084 0.547398 0.970066 0.526508 1.03493 1.39222 0.831935 0.494554 0.962062 0.415732 0.828404 0.929497 0.589675 1.06497 0.860674 0.690182 0.645833 1.85918 3.05397 1.94617 1.70308 1.56798 1.22758 1.07892 0.769295 1.57202 1.68255 1.06024
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 16.892865140250006 17.671168838450004 70.026268923800004 96.055920542800024 17.886193876600004 8.1436447804000007 8.543332867800002 71.090898343450007 18.553574773300003 71.666228383350017 108.84491586935002 18.594956516900002 7.943800736700001 15.675366252400002 19.214955067100004 66.697957758300021 8.1436447804000007 89.227236891450005 94.047642319350018 19.915533535850003 113.92610173585001 19.500380888400006 21.042547594650003 13.303774303900001 117.25441290135001 190.24759545780003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -5 6 -6 -8 -7 -1 -11 14 -13 -14 -10 16 17 -16 22 21 -21 -20 23 -17 -23 -26 27 29 -29 -27
right_child=1 2 -4 4 5 8 7 -9 11 10 -12 12 13 -15 15 18 -18 -19 19 20 -22 24 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0025067082465706357 0.055017578575814602 0.040675159693499358 -0.057966037967547991 -0.07946817188014467 0.077281527002385941 -0.068196754332950235 -0.055509835961721148 0.057149331102372726 0.039109381977803788 -0.0813160289161899 0.042585728571290123 -0.12572002359253179 -0.1067584310324855 0.044276374713358588 0.087216359739114041 0.10626253079490484 -0.1742713411995096 -0.1022151946056707 0.064347729080367844 0.021443617072993734 -0.12978211751587357 -0.076196903344048883 -0.055954574853236183 -0.011539425209654099 0.073234066091731817 -0.029484708188733357 0.0040276469604646021 -0.015705482343317537 -0.12377921330434263 0.056422265829745792
leaf_weight=24.788050552175267 2.4943718686699858 3.4350386997684828 1.5860981557052571 1.5099142203107465 2.6321370005607596 1.7903100308030833 2.309220896102488 2.0894366391003132 4.0395983490234348 2.1534463512944053 0.88391482864972193 0.77064416231587474 0.59194967633811746 1.3074542917893266 0.35181141481734701 2.999122751876711 0.62138515079277568 0.42430045778746717 4.8453368116170159 2.5440716985613099 2.8108481275849044 2.1165779642760745 1.6460966812446711 1.8128762712294699 2.0141749903559676 2.9067217670381051 53.111365219177969 3.4845559969544411 2.4558075793320313 2.8406132943928242
leaf_count=1227 34 30 36 24 15 25 35 12 116 91 16 25 32 29 6 20 50 133 44 23 48 16 18 42 13 25 640 26 30 19
internal_value=-2.865e-05 0.0017537 0.000535334 0.0013988 0.000101858 0.00127381 0.0276841 -0.00199483 -0.000670834 -0.00717344 -0.0452589 0.000619437 -0.0382733 -0.00279366 0.00176028 2.57952e-05 -0.0865661 -0.0163459 0.00143968 -0.00104194 -0.0579362 0.0030877 0.0318466 0.0618817 -0.0012185 0.00115674 -0.00108367 -0.0243106 -0.0603843 0.0129747
internal_weight=139.367 111.542 109.047 107.461 104.026 102.516 7.03079 4.39866 95.4856 27.8254 3.03736 93.6953 2.67005 1.8994 91.0253 86.9857 1.3975 0.776112 85.5882 79.1301 5.35492 73.7752 6.4581 4.812 68.9298 66.8132 64.7991 11.6877 5.94036 5.74734
internal_count=2900 1566 1532 1496 1466 1442 62 47 1380 1334 107 1355 86 61 1269 1153 189 139 964 884 71 813 80 62 769 753 740 100 56 44
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=15 13 18 3 5 12 4 14 15 5 4 16 6 16 18 18 18 3 9 17 3 10 18 18 7 0 15 4 15 6
split_gain=0.183308 0.662488 0.621636 0.250552 0.182156 1.01157 0.820164 1.24121 0.733905 0.55869 0.769428 0.536002 0.82966 0.509572 0.540958 1.05097 0.660281 1.27119 1.55192 0.958288 1.00248 0.795289 1.39519 1.33523 1.93306 1.76198 1.19651 1.15575 1.3506 1.01357
threshold=46.574831689400007 117.61735474900001 13.340835220050002 91.334988065750011 22.963361893800002 327.98456567570003 373.81957258215004 329.77379857790004 42.133814420300006 23.334907547600004 313.10793983765006 22.674946976100003 16.565387047600002 22.654947022900004 12.777826849750001 12.949570119650001 13.278511569200001 93.168516510700016 194.59941400375001 187.98346801990002 93.249170254600017 62.00390986255001 13.316069313700003 13.809421053700001 23.031046061850002 88.028184565250015 31.506101402100004 168.72122291465004 28.129673635100001 15.925372093750001
decision_type=2 2 2 2 2 2 2 2 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 7 9 11 -6 -11 13 -13 14 -1 -16 19 21 -19 -17 -21 -18 -23 24 26 -25 -24 28 -27 -29
right_child=1 2 -4 -5 5 -7 -8 -9 -10 10 -12 12 -14 -15 15 16 17 18 -20 20 -22 22 23 25 -26 27 -28 29 -30 -31
leaf_value=0.04810785094960026 -0.0013337756872652303 -0.061796850616242793 0.038662264640135183 -0.10827894924784942 0.050193541747208664 -0.070567736761622188 0.080968965183364661 -0.10319888668542399 -0.063889749621386896 -0.0012723750116091339 0.075471470553243269 -0.065376950676874351 0.020180689643283404 0.033775228525667271 -0.062095874163643205 -0.016298255686985955 -0.075338881900326532 0.023998145605558741 -0.11892078750042928 0.086345138489831025 0.015018746256461855 -0.13909438507776065 0.015094826481623122 -0.0955280474978525 0.05941252689742757 -0.0034052798311084592 -0.09973088369777347 -0.00033302723154300586 -0.095651302813441058 0.043526649716332994
leaf_weight=2.2807805572956559 0.28722138539887854 0.91715839688549783 1.8756850543431935 0.92319732985924929 3.5002160450676589 1.5046586129610648 1.6968694410752494 0.94677525322185729 1.829395762644707 13.928697949297201 1.4416281017474819 2.9665079955011597 1.8341691331006584 4.6688128011301151 2.7503339803079134 4.3767036696663117 1.3826936576515425 1.2296971172036131 1.9882532675983382 3.1227452829480153 5.3403190789977089 0.7025398351252069 2.6016663068439807 2.0100233359262338 8.4789028681116161 4.0264357464620835 1.3935650549829004 48.985619180253707 2.619983640499413 5.9039438036270431
leaf_count=26 8 34 22 68 35 49 17 28 37 408 13 34 24 36 36 45 12 18 31 20 43 7 74 28 49 64 12 1530 32 60
internal_value=-2.43334e-05 -0.0211091 0.0056719 -0.0829018 0.000607878 0.00870047 0.0142443 0.00853099 -0.00107804 0.0141367 0.00592566 -2.05786e-05 -0.0326884 0.00148937 -3.02428e-05 -0.00116313 0.000616601 -0.00271072 -0.0643062 0.0216909 0.0413371 -0.000172983 0.00118165 0.00247801 0.0323905 -0.00339383 -0.0249572 -0.000384338 -0.0397682 0.00438454
internal_weight=137.515 4.00326 2.79284 1.21042 133.512 23.0188 21.5142 19.8173 110.493 18.8705 15.3703 108.664 4.80068 103.863 99.1942 96.9134 94.1631 81.3233 3.21795 12.8398 8.46306 78.1054 76.7227 76.0201 12.4741 63.546 3.99523 61.536 6.64642 54.8896
internal_count=2900 132 56 76 2768 550 501 484 2218 456 421 2181 58 2123 2087 2061 2025 1917 49 108 63 1868 1856 1849 135 1714 86 1686 96 1590
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=0 10 7 3 10 10 15 17 8 5 9 18 17 19 12 12 16 10 4 14 16 6 9 15 9 15 10 18 9 10
split_gain=0.167133 0.590968 0.803 0.724994 0.706301 1.1469 0.416176 0.720688 0.512328 0.753372 0.441832 0.881472 0.388799 0.353585 0.32346 0.375783 0.421034 0.37775 0.36329 1.29464 1.28159 1.22413 1.39604 0.989621 1.06555 1.71562 1.39152 1.21827 1.15821 2.08213
threshold=85.716110573100011 62.00390986255001 19.617375644250004 93.915907870950022 61.971648364950006 61.917879202350001 20.742056627150003 167.86887396990002 8.543332867800002 30.133297129900004 178.29644791375003 12.386025881750003 181.85746889350003 14.651182102100002 58.770113158150004 78.909246879600019 22.724946859200003 61.86411003975001 241.03469907380003 244.99684607285005 22.674946976100003 16.515385879350003 206.08249486475003 39.283112803100003 185.90443620030001 34.098324821200009 71.343613407700005 13.042786209850002 188.53841931785004 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 10 12 11 -8 -10 14 -2 -16 17 -17 23 -20 21 -21 -23 24 25 26 -19 -26 -29 -30
right_child=13 2 3 -5 -6 -7 8 -9 9 -11 -12 -13 -14 -15 15 16 -18 18 19 20 -22 22 -24 -25 27 -27 -28 28 29 -31
leaf_value=0.060462386773428189 0.06521237825102548 0.082349524103435226 -0.0028527189708552458 -0.11535264623278044 0.071287885373746737 -0.080400936447203419 0.022307705479766925 -0.13128726800609566 -0.0055144761432711605 0.044789423031538204 0.054109286279151729 -0.12261345075522501 -0.077440851377577793 0.032110482586358804 -0.035444543212743811 -0.063914650619764979 0.061318765551483648 0.045607877842255069 -0.087712900870451749 -0.0011579563173553756 0.085215288403989509 -0.12940101486063912 0.015043234548860411 0.045486868134745312 0.071697415827947572 -0.11921894016840547 -0.082745841993320218 0.06520231957191007 -0.11482615570710526 0.0031507909096009294
leaf_weight=0.30361198447644966 0.76435989513993163 0.38882956583984141 0.92611242609564248 1.5016853311826706 1.235246940748765 1.8720801510498848 3.0580646547750789 0.55306641243805643 1.3652306888252499 1.3450439348816869 3.0995301129296422 0.48647183732828114 1.6718687311513347 3.6220656437799326 2.9239142718724898 0.9100087346159843 1.1405576989054669 2.3624040897702794 1.822733748005702 50.00733941856015 1.6329848176974326 1.6159913851297454 1.1419300362467764 5.8596009928733102 2.7498381696641436 1.8097203373908994 1.3146881127322556 2.7633198678377076 1.5639513507485379 34.398831299913581
leaf_count=27 6 8 17 127 22 37 151 47 22 13 28 40 41 32 35 13 14 36 37 1387 25 31 15 39 21 16 105 22 15 471
internal_value=-1.04786e-05 -0.00904313 -0.0510701 -0.0724382 -0.00114637 -0.00765123 0.00381006 -0.06333 0.0090265 -0.0175156 0.0265325 0.00241792 -0.0451087 0.00134794 0.000377202 -5.7444e-05 0.00087392 0.000246919 0.000782372 -0.00481245 -0.00203469 -0.00473491 -0.0695932 0.00673717 0.00190233 -0.0395118 -0.000283033 0.00738096 0.00281402 -0.0019798
internal_weight=136.211 17.8068 2.81663 2.4278 14.9902 13.755 11.8829 0.856678 11.0262 4.38214 6.64407 3.54454 3.0371 118.404 114.782 114.018 111.094 109.953 109.043 56.221 54.3982 52.7653 2.75792 52.8224 46.9628 5.48681 3.67709 41.4759 38.7261 35.9628
internal_count=2900 580 152 144 428 406 369 74 295 76 219 191 63 2320 2288 2282 2247 2233 2220 1495 1458 1433 46 725 686 157 141 529 508 486
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=15 5 16 6 6 6 3 17 15 10 15 16 4 6 2 16 12 14 18 12 7 16 18 14 2 5 16 8 15 9
split_gain=0.170212 0.919235 0.929822 0.708993 1.06543 1.00568 0.508271 0.488046 0.342328 0.710681 1.02351 0.428234 0.899426 1.66936 0.725223 0.432703 0.333626 2.44459 0.969436 0.868731 0.752605 0.772894 1.06349 0.72813 0.666721 0.656511 0.596359 0.822949 0.630793 0.593375
threshold=45.169600924000008 24.301614351200005 22.594947163200004 16.770391837550005 16.495385412050002 16.475384944750001 93.206154924500012 199.14656950540004 42.80317728375001 61.917879202350001 43.938093326450009 22.674946976100003 254.49455531690003 16.555386813950005 72.843776848050013 22.654947022900004 247.85609524425004 322.14344873355009 14.117867417450002 234.88438170465002 22.343045670750005 22.604947139800004 15.042884401850001 330.74004703790007 212.09517851770002 30.690160697650004 12.594970547500003 8.0437227585500022 6.9561856507500011 32.66220731775001
decision_type=2 2 2 2 2 2 2 2 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 7 -3 4 5 6 -4 -2 11 -10 -11 15 13 -13 -15 16 19 -18 25 26 -20 22 23 -22 -21 -19 27 28 -1 -24
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12 12 -14 14 -16 -17 17 18 20 24 21 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.065623541591558296 -0.12104213002358939 0.074695592135520364 0.011274089797783618 0.057776492965545038 -0.11902955954311994 0.085551908997546056 -0.1153264559937411 -0.024359576536586641 0.060315095029104128 0.030406229194963566 -0.060918800784564166 -0.12354789623782847 0.037316856616071939 0.036998280215860872 -0.048120242704047612 0.03041382319565597 -0.159217744607831 -0.10082346226718718 0.069275877605964861 0.11481719929011183 0.037101765604302665 0.096916580587576961 -0.10300623195109238 -0.11116990250573065 0.023726252877825833 0.010387145017589861 0.0012813002705675191 0.042168078587116964 -0.1044221620634835 0.014140263073760187
leaf_weight=0.25145218978286665 1.010118815232999 1.4784204644092822 0.60802964447066254 0.96422766381874669 1.1157486557349328 0.85425577679416154 0.66281388825154863 1.0807192409411071 2.9111280683428031 3.5814352551387856 1.8668932312866671 1.7755273189395655 1.8476825866964643 1.9332199506461618 2.0757477888837457 4.8058635825291267 1.0763273544143874 1.5174265858659048 1.7427438203594636 1.0445722341537464 0.43019106984138122 0.73606060817837793 0.46007547268527549 1.4393469156057106 3.4818653216643725 0.81642261041270092 83.732021092495415 0.74415813595987845 1.6471714100334791 7.1840185917681083
leaf_count=35 25 28 8 11 44 14 42 15 25 42 32 18 30 22 34 38 14 68 33 4 8 7 110 53 82 32 1371 28 341 286
internal_value=-1.16851e-05 -0.0143756 0.00648058 -0.0175025 -0.0398997 0.00164614 -0.054755 -0.0710685 0.000866902 0.0204264 -0.000886686 -0.000510094 -0.0234235 -0.0428252 -0.00707406 0.00106384 -0.000263035 -0.0138726 -0.00295284 0.00204301 0.00852276 -0.00180703 -0.00944518 -0.0770518 0.0447474 -0.06192 -0.0001949 -0.0469658 -0.0819014 0.00708956
internal_weight=134.876 7.77433 5.6835 4.20508 3.24085 2.1251 1.27084 2.09084 127.101 8.35946 5.44833 118.742 7.63218 5.7845 4.00897 111.11 106.304 15.4026 14.3263 90.9012 11.9924 10.2497 9.51363 1.86954 4.52644 2.33385 86.3748 2.64278 1.89862 7.64409
internal_count=2900 187 147 119 108 64 50 40 2713 99 74 2614 104 74 56 2510 2472 611 597 1861 497 464 457 61 86 100 1775 404 376 396
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=15 13 2 16 16 15 17 12 12 13 8 13 5 15 5 6 14 9 2 16 0 3 17 0 13 16 3 13 6 12
split_gain=0.16766 0.578968 0.415483 0.228814 0.173134 1.46633 1.26786 0.605351 0.970534 0.757673 1.11169 0.705486 0.648566 1.12134 1.02556 0.81398 0.914485 0.788071 1.47259 0.625799 0.571343 1.85073 1.74414 1.22783 0.932581 2.07624 1.48155 2.09135 0.876988 0.870485
threshold=46.574831689400007 117.61735474900001 248.59864686230003 22.564947233300003 17.844958270700005 26.410889167300002 173.06150329755005 207.71672397260002 194.62888214220001 102.26088190785002 7.6440346712000009 97.021077011650007 16.579584939650001 24.200063469100005 23.234643166550004 14.185331438000002 170.27070910270004 210.39795333110001 158.68292856370002 15.644963415300001 94.776214472700005 85.54673771085001 186.19055817300003 93.442739239950015 112.82921081865001 19.974953289850003 89.227236891450005 113.85351336640001 14.855347092800002 204.22716155630005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 7 -7 8 12 10 11 -9 15 14 -14 16 -1 -18 -19 -11 21 22 -6 24 25 -23 -26 -28 -25 -22
right_child=1 2 -4 -5 20 6 -8 9 -10 19 -12 -13 13 -15 -16 -17 17 18 -20 -21 29 23 -24 28 26 -27 27 -29 -30 -31
leaf_value=-0.11116030959215362 -0.0049124415089452002 -0.044516610219539475 0.037920872967845992 -0.10864927299213019 0.058293276208588922 0.097101372635377561 -0.11473647455212817 0.0011896590111459382 -0.091101630058711983 0.093252257871494187 -0.065486326394866942 0.064508558328511531 -0.11645448800568031 0.03259567253690087 0.018923322682905704 0.067104649002153641 0.016843247617950079 -0.11043234079084466 0.070347134899930386 -0.0026988648857764379 0.04514046191423321 -0.003860854676721591 -0.10947903632289674 -0.0041828724977635325 0.060352854032326833 -0.11842621365834492 -0.12222819362182119 0.0027787545912410878 0.079690454182475112 -0.021235210513853811
leaf_weight=0.749774206778972 0.28747060056775742 1.0169434573617766 1.53296208451502 0.81667070559342392 0.80415068566799108 0.33131524658529032 1.9187167489435522 6.5051986130856658 1.4268650904123195 1.9709848313941614 1.9245606145705085 2.412091276346473 1.9341129384993103 1.4098218848230315 0.78740209988609411 1.8510455244686443 8.3590272036526567 1.3981208970653818 0.66486983938375477 1.0375395521114112 6.8184185738209617 6.7892099599121121 2.7006304572132649 1.9543119939044107 4.3589466772973529 2.0624125907197595 1.3678083149716247 62.061662431427976 3.442836728412658 2.7819359170389362
leaf_count=36 13 36 20 63 4 11 98 423 91 33 77 67 92 29 95 16 400 64 21 39 94 56 84 30 47 36 17 709 27 72
internal_value=-2.46295e-05 -0.0211498 0.00504348 -0.0816407 0.000569965 -0.0054786 -0.0835435 -6.25965e-05 -0.0118581 0.0157617 0.00344103 0.0183172 -0.00526671 -0.039789 -0.0772863 0.00568507 -0.00449149 0.00318241 -0.0521699 0.0601619 0.0027748 0.000178733 -0.0709847 0.00321897 -2.75522e-05 -0.0305544 0.00395856 8.30748e-05 0.0493199 0.0259065
internal_weight=133.478 3.65405 2.54991 1.10414 129.824 34.6814 2.25003 32.4314 18.581 13.8504 10.8419 8.91729 17.1542 4.13134 2.72152 13.0228 11.1718 10.422 2.06299 3.00852 95.1423 85.542 3.50478 82.0372 76.64 8.85162 67.7884 63.4295 5.39715 9.60035
internal_count=2900 132 56 76 2768 1592 109 1483 844 639 567 490 753 216 187 537 521 485 85 72 1176 1010 88 922 865 92 773 726 57 166
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=2 0 19 2 12 7 4 7 10 6 7 15 5 15 16 18 13 8 17 9 7 13 16 9 9 15 17 7 9 6
split_gain=0.171132 0.697745 0.98595 0.357685 0.358487 0.628427 0.318507 0.314534 0.358669 0.438922 0.25022 0.231784 0.836132 0.474238 0.564078 0.370974 0.50396 0.512671 0.43456 0.621048 0.795497 1.00735 1.09015 0.405146 1.13022 0.541846 0.381136 0.340172 0.312335 0.775825
threshold=325.75432260090003 86.780739992750014 14.351157895250003 309.73785348360008 322.29449443480007 24.225158517200004 436.68955969730007 27.894561215200003 84.906884675850009 11.685273024550002 24.550696209100003 11.896459116400001 1.6103415277500004 12.603008525650003 11.934972090850001 17.108018746400003 98.741690215100007 7.1444245619500011 208.12573104970002 201.78065190905002 24.605072964550004 108.61908538635001 18.764956119400004 219.38617924735004 215.80505313260002 35.194695975650014 242.64190980425005 19.771475517600006 207.37918994975004 14.835346625500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 11 -6 -3 8 9 -8 -5 12 -1 -13 27 18 17 26 23 -20 -21 22 -22 24 28 -25 -17 -15 -16 -30
right_child=1 2 -4 10 5 -7 7 -9 -10 -11 -12 13 -14 14 15 16 -18 -19 19 20 21 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.057082849882174061 -0.11052550069520853 -0.096567274156068375 0.085474079307627251 0.060720109484507061 0.020936994610440587 -0.098776501180608045 -0.10667548889977536 -0.10254225971311673 0.065054963865264617 0.017092328144883134 -0.0072933751075493691 0.063015370713010305 -0.10643274405968346 0.046372511759843547 0.0025831844254776306 -0.053988273810825251 0.067596117795541602 -0.1046859388475421 -0.11065409520365971 0.081407399323599652 -0.065759651468287467 -0.11620951763339205 0.074653632617376925 -0.077448847088750661 0.06685488858956444 0.011789292257607475 0.10018836991682326 -0.088974156865576248 -0.04890135731808732 0.0066089160315724099
leaf_weight=0.51931314961984643 0.7058063521690191 0.60314045718405473 0.95609953976236273 1.6504688266431906 0.79873838258208596 0.97225840119062923 0.45703115168726094 0.34135826647252532 0.60445355880074192 0.76805841975146905 0.80462219973560412 1.2199410554021586 0.78608690590772312 0.22486789710819621 95.419070855219616 0.27283518790500172 1.8650832490529863 0.41955950175179169 0.78587253525620226 0.72421709727495942 1.120667910436169 1.0298845469951627 1.0914425747469065 1.4840266581741155 2.653823934699175 1.2565252382191827 0.38887443928979337 1.0660108496304017 4.1963066594762477 6.2944028691854328
leaf_count=69 45 32 18 32 13 28 39 66 12 19 45 40 159 7 1477 43 37 29 42 9 63 18 11 38 48 26 4 233 102 96
internal_value=-4.3437e-05 -0.0193507 -0.00209884 0.000630702 -0.000114141 -0.0447844 -0.0322817 -0.0144212 0.0020205 -0.0290804 0.0384296 0.000529986 -0.0413831 0.000980252 0.000351131 0.00106433 0.0361061 -0.0182112 0.00017472 -0.0294398 -0.0133478 -0.0345148 0.00351945 0.0014391 0.00239768 -0.0365337 0.0366185 -0.0653971 0.000782545 -0.0155953
internal_weight=131.481 4.43595 3.73014 127.045 124.59 1.771 2.77404 2.1709 1.82954 1.22509 2.45509 122.819 1.3054 121.513 120.293 119.003 2.94635 1.08127 116.056 4.75208 3.96621 3.242 2.21211 111.304 108.564 2.74055 0.66171 1.29088 105.91 10.4907
internal_count=2900 231 186 2669 2592 41 168 136 70 58 77 2551 228 2323 2283 2043 113 76 1930 143 101 92 74 1787 1723 64 47 240 1675 198
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=17 18 17 15 3 9 2 8 5 17 18 16 7 19 7 7 18 5 9 9 13 18 17 15 8 9 17 17 7 7
split_gain=0.160795 0.596734 0.527939 1.72989 0.499891 0.473762 0.793122 0.464292 0.7173 0.810678 0.632065 0.578317 0.504658 1.27064 1.1129 1.33105 0.773177 1.31828 0.744256 0.544947 0.584347 0.533684 0.66273 1.61765 1.1849 0.660428 0.476624 0.473 0.459508 1.40202
threshold=187.45953903175004 13.086509421050001 186.52991945525002 29.198705243000003 82.081315180750025 192.33792147965002 91.18717909130001 8.4434108459500017 21.042547594650003 182.28951942140003 12.327130025600001 22.604947139800004 23.477153707700001 12.651020723000002 23.124786352450005 22.913946662950003 13.832542267500001 17.021905087450005 201.2906445504 191.40721473735002 98.238948544700023 14.708525021850003 184.84480138465003 31.768637582200004 4.9461400813500012 71.82068887245002 174.35320691475002 183.40283206635004 22.580174331950005 22.398098708400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 7 4 -4 6 -2 12 -9 10 -10 -11 14 16 15 21 -14 18 19 20 -18 22 23 24 25 26 -1 -20 29 -3
right_child=1 28 3 -5 -6 -7 -8 8 9 11 -12 -13 13 -15 -16 -17 17 -19 27 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010040267095836206 0.0091890807459599783 -0.033242264733323527 -0.026000312421293255 -0.11148146686143795 0.08673840932536564 -0.010377227776823627 0.098979124074212305 0.053357008369129225 -0.012111426722544595 -0.00083622847733508048 0.074178488273223819 -0.10363314350010827 0.11048039484657871 -0.12267505366584591 0.093058845582532482 -0.15011061940520143 -0.044872929155166413 -0.13995274707880129 -0.00098102386997606051 -0.11548130208799086 0.080818515017262976 0.068433862804213444 0.04475673664178928 -0.10369126469721845 0.10369690321300483 -0.10317650881833694 -0.060768738200807804 0.097359431734589955 -0.0016883863423709248 0.072006368223874198
leaf_weight=5.3634045970029565 2.0317244213074441 2.1455126307555465 0.7571171507588581 1.7705846601165829 0.81849101954139769 1.7093903847853651 1.9071999750594839 3.4174284720793349 1.9482156954472887 1.0930863714311274 1.5043345640588084 1.0960183258503091 0.47378291189670463 1.2625456415116785 1.1994639676413488 0.62371613367577161 1.3220738747040743 0.81355039379559446 1.0587176747358169 0.66301240355824109 0.51355710125062604 1.0319207855500288 2.0886671397602177 1.7773888462397724 0.99714571749791492 0.72410086805029994 1.1553796042571773 0.90905892278533418 85.050945629147463 3.0863552019000053
leaf_count=166 17 67 22 32 18 30 27 39 29 10 35 32 2 25 23 12 167 22 63 39 8 30 32 31 11 200 56 12 1607 36
internal_value=-4.91904e-05 0.00205377 -0.00591665 -0.043655 0.0325648 0.0335859 0.0526648 -0.00184791 0.0172026 -0.00469797 0.0254865 -0.0523035 -0.00970048 -0.0318283 0.000676728 -0.00737525 -0.0118938 -0.0228747 -0.00154914 -0.0377749 -0.00970805 -0.000599 -0.00648335 -0.0171671 0.00149633 -0.0125739 -0.00250982 0.0444496 8.10417e-05 0.0288454
internal_weight=130.314 95.9311 34.3828 3.34619 1.57561 5.64831 3.93892 31.0366 9.05908 5.64165 3.45255 2.1891 21.9775 7.0163 14.9612 13.7617 5.75375 5.27997 4.46642 2.49864 1.83563 13.138 12.1061 10.0174 8.24003 7.24289 6.51878 1.96778 90.2828 5.23187
internal_count=2900 1784 1116 72 40 74 44 1044 145 106 64 42 899 338 561 538 313 311 289 214 175 526 496 464 433 422 222 75 1710 103
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=0 0 9 8 16 9 7 0 5 0 7 13 3 9 9 16 6 8 2 7 6 6 3 3 6 6 18 18 16 10
split_gain=0.156098 0.546853 0.417062 0.840673 0.819037 0.563954 0.687469 0.62535 0.729715 0.506764 0.551796 0.852851 0.424201 0.750888 0.694253 0.611432 0.285295 0.347238 1.05252 0.979001 0.484902 1.24162 0.598872 0.514304 0.841561 0.514553 0.574265 3.25498 1.22397 1.35055
threshold=85.716110573100011 85.694602908050015 186.14781787895004 8.3434888241000014 22.624947093000003 199.02473417820002 22.477322886550002 85.199926612050021 30.133297129900004 85.656964494200011 19.617375644250004 117.68187774410002 108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 18.155424198600006 8.8430989333000021 72.843776848050013 23.856905110850004 16.625388449550005 16.575387281250006 93.770731131900007 93.620177476600006 16.505385645700006 16.565387047600002 13.482409244300003 13.5308213324 22.614947116400003 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 9 -4 6 -6 8 -7 10 12 -12 -1 -14 -15 -16 17 20 -19 -20 21 22 23 25 -25 26 -2 -28 29 -29
right_child=16 -3 4 -5 5 7 -8 -9 -10 -11 11 -13 13 14 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.040644815949647813 0.01527784388360749 -0.09721057127581928 -0.1123972996880154 0.10355901130647727 -0.091199187128218104 -0.069518707189496431 0.00053569983930061636 0.072454571299755466 0.039533223136076212 0.062238369775760229 -0.12291274268036778 0.0065688901637989509 -0.13178734020374747 0.088965222134716096 -0.10812159514832756 0.092008387211036102 0.052015966560593756 0.046782611532637346 -0.121192328318247 -0.004534410497362037 0.052035473910315128 -0.093895154531752678 0.039083865598739768 -0.11392919520376421 0.0027041337885175447 0.062690950529219677 -0.18737066226934676 -0.036191919906488977 0.039219171265990414 0.0015428797160849902
leaf_weight=2.1024297187104826 21.72236544691259 0.67549896286800581 0.8825955364445689 0.87029679201077659 1.4733058296842503 1.1915639308863326 1.8336781168181913 1.2977106160251421 1.26504136249423 1.0886665957514194 0.95800621945090858 1.0846180776134131 0.48588916298467655 0.64256395096890606 0.54718855262035504 0.21172992140054703 1.0984311513602723 1.3126591518521298 1.4002619900275024 1.4794093166710807 1.8954955625813443 1.3608630809467275 4.2334443801082662 1.0215364847099402 1.5685710651741827 1.370685502886771 0.94750924152322014 11.479566951398736 6.9099116404540828 54.582368266543199
leaf_count=57 217 12 61 10 27 39 38 16 13 8 132 22 20 8 115 2 11 8 27 24 14 12 37 30 19 8 14 123 72 1704
internal_value=-3.54048e-05 -0.00908377 -0.00534806 0.0107816 -0.0215742 -0.0102222 -0.0403334 0.0163013 -0.0133619 -0.000557063 -0.0118897 -0.054159 0.00975054 -0.024664 0.0124753 -0.0522875 0.00130199 0.000801419 -0.027431 -0.0612602 0.00190663 0.00100338 0.00224711 0.000681422 -0.043296 0.00185556 0.000983702 -0.00321686 -0.000825696 -0.00501429
internal_weight=128.994 16.6108 15.9353 7.99139 7.9439 7.0613 3.30698 3.75432 2.45661 7.12109 6.03243 2.04262 3.9898 1.88737 1.40148 0.758918 112.383 111.285 4.19233 2.87967 107.092 105.197 103.836 99.6025 2.59011 97.0124 95.6417 73.9194 72.9718 66.0619
internal_count=2900 580 568 374 194 133 65 68 52 364 356 154 202 145 125 117 2320 2309 59 51 2250 2236 2224 2187 49 2138 2130 1913 1899 1827
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=12 9 9 9 7 2 9 14 14 4 14 17 8 9 8 4 8 15 16 16 6 9 12 8 19 5 6 3 15 14
split_gain=0.164534 0.587541 1.11488 0.533646 0.523107 0.448732 0.927916 0.400862 0.254281 0.63372 0.601204 0.478613 0.349086 0.632295 0.561761 0.419904 0.413084 1.26929 1.75247 0.504135 0.748709 1.44281 0.567734 0.412814 0.481033 0.326263 2.58998 1.72448 1.54568 1.46323
threshold=92.695913642950003 196.26893085885004 189.78071820640002 198.65201223855004 23.9444576715 56.184788788300004 186.67271206880002 158.52715325430003 159.83069436635003 163.60960442095003 164.58247045880003 166.83257850275001 8.8430989333000021 226.28914430085004 8.7431769115000026 169.78633280640003 8.6432548896500023 35.645792850250011 22.634947069650003 22.764946765650006 16.585387514950003 191.07475275385002 198.12617315580005 9.6424751081000029 14.351157895250003 21.197160116700001 16.455384477450004 88.918064206450012 38.198215516250009 249.12155174110003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 -7 -2 -9 -10 -11 -12 14 23 15 -13 19 -18 -19 20 25 22 -22 24 -14 26 28 29 -17 -27
right_child=7 3 -4 4 -6 6 -8 8 9 10 11 12 13 -15 -16 16 17 18 -20 -21 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.050243153032982782 0.061423695040588755 0.058588201748229818 -0.083906704906852064 0.017052538329749109 -0.057840268298964707 -0.09817174522770962 0.049695368785543391 -0.046079858151248765 0.055964781446982838 -0.10201127236544023 -0.048148813315732869 0.040798651493347562 -0.013459281586417888 0.036746925106371058 0.042551788557825182 0.0038355757000448874 0.04392914177280003 -0.1290620731170585 0.0078229544803122327 0.054630610909534465 0.038313038981971387 -0.1491294576683849 -0.10869855315554849 0.0079739380638240067 -0.099676643487381852 -0.30522964029231525 -0.12063942092561589 0.014425319331708972 -0.12557291662449219 -0.048436447443909431
leaf_weight=1.3089703822042777 1.0904381610453118 1.6600101999938486 2.5221293710637838 2.7334193822462112 1.4156425604451213 0.8897288326443229 0.81143498420715332 1.15986664086813 2.0582623284717547 0.57511087547754769 1.9865612896683149 2.6179444422014049 1.0699107880936933 1.2681053407723082 3.4079462155350475 50.926167794699722 1.7476379524450738 1.8349274323554712 1.9075663572875781 1.7714907201006997 1.2185713510989438 0.96376391407102335 0.3348789550946093 1.0613783706212414 1.6376031127874737 0.27428891137242217 1.7965690337587137 33.471551617767545 0.94002079957863216 1.1616302537877343
leaf_count=20 9 12 37 33 38 32 8 11 25 10 286 27 18 24 41 1449 24 28 22 18 69 10 32 22 50 4 25 427 22 67
internal_value=-4.39912e-05 -0.011541 -0.0348643 0.0106708 -0.00850057 0.00622734 -0.0276409 0.00107735 0.000506093 0.000979939 -3.07745e-05 0.000495714 0.00137894 -0.0243337 0.0026198 0.00127197 0.000219812 -0.0264337 -0.0592911 0.00179566 0.00076811 -0.0530107 0.00662159 -0.0448852 -0.0656067 0.00229653 -0.00259858 0.00982172 0.00149018 -0.097489
internal_weight=127.624 11.3413 5.53226 5.80907 4.14906 3.01013 1.70116 116.282 115.192 114.032 111.974 111.399 109.412 5.037 104.375 100.967 98.3491 5.49013 3.74249 92.8589 91.0874 2.51721 1.55345 3.76889 2.70751 88.5702 53.6628 34.9075 51.8662 1.43592
internal_count=2900 180 97 83 71 60 40 2720 2711 2700 2675 2665 2379 114 2265 2224 2197 74 50 2123 2105 111 101 90 68 1994 1496 498 1471 71
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=15 6 0 17 16 10 2 15 16 5 9 16 4 6 9 13 15 13 10 6 2 4 19 12 2 14 8 0 0 6
split_gain=0.174715 0.584375 0.703443 0.652802 0.616356 0.867996 0.491795 0.418689 0.531346 0.392869 0.317492 0.321132 0.682538 1.23919 0.620644 0.352966 1.0068 0.785785 0.534326 0.871694 0.670227 0.588985 0.507001 0.372631 1.06583 0.905445 1.25978 0.997714 0.655629 1.11884
threshold=44.34858359035001 16.405383309150004 86.162394622750014 203.77077094980004 22.824946625350005 62.030794443850006 248.59864686230003 42.80317728375001 22.614947116400003 24.225659292200003 20.252602603300002 22.674946976100003 254.49455531690003 16.555386813950005 192.33792147965002 117.62810858150002 42.133814420300006 117.60660091645001 61.917879202350001 16.495385412050002 126.02137215710002 278.57566241625005 14.651182102100002 114.86856072930001 103.98563613345001 181.38224455095002 7.943800736700001 85.737618238150006 86.232294534150014 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=7 3 4 9 5 6 -3 10 -9 -2 -1 15 13 -13 -15 16 17 22 19 -17 -21 -22 23 25 -25 27 -27 -12 -29 -30
right_child=1 2 -4 -5 -6 -7 -8 8 -10 -11 11 12 -14 14 -16 18 -18 -19 -20 20 21 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.10360228125019817 -0.11436261397825508 -0.092118908612744174 0.059961009477537221 0.017236568506010585 0.053320679383073756 0.069580396007753301 -0.0030857093642911405 -0.0069450763982864677 0.054189392278968768 -0.022837573210557086 -0.08663038044580379 -0.10921436415715823 0.034304750278302473 0.036325198062372201 -0.04518974214427196 -0.075130644353560427 -0.086783673352322177 -0.086173649875587413 0.046516708763424966 0.087239460536879032 -0.11540905779007925 0.060384373147748055 0.053193337952373465 0.041684467200397264 0.00035482426323497213 0.049868985532786327 -0.12951452742405709 0.052943824691480568 0.0047183455375850508 -0.071844644979716793
leaf_weight=0.29716842254856501 1.309738983050919 1.7845617897110067 1.6616542681585995 0.99405483901500691 0.97763936547562469 0.6234851237204565 0.95104900881415222 2.5415893238532581 3.2265047142282128 0.73061407955538005 1.3744207120471461 1.6849726922810067 1.718814466439653 1.8016465343534949 1.9396264519309623 1.2005462870001786 1.3266632338054467 1.0245961548353069 4.0647083008661866 1.03768651507562 0.42153002403210837 0.34787813579896465 1.8866440709680308 6.9202461276145177 63.453757041468634 0.55486058076348754 1.3297259239479897 2.1995550878345993 14.963749777118212 2.1877257793676099
leaf_count=108 25 68 16 15 13 29 23 32 34 31 80 18 30 18 38 12 15 12 27 23 39 8 19 91 1769 39 27 17 203 21
internal_value=-5.08756e-05 -0.013453 0.00463769 -0.0492144 -0.0165599 -0.0368981 -0.0611661 0.000979368 0.0272518 -0.0815891 -0.000376874 -0.000101609 -0.0206109 -0.0380059 -0.00593543 0.00130345 -0.000265596 0.000931338 0.0228728 -0.00908107 0.0347991 -0.0359263 0.00187207 0.000830758 0.00441899 -0.0103376 -0.0767004 -0.00430321 0.00154414 -0.00504751
internal_weight=126.537 9.0328 5.99839 3.03441 4.33674 3.3591 2.73561 117.505 5.76809 2.04035 111.737 111.439 7.14506 5.42625 3.74127 104.294 97.2219 95.8953 7.07235 3.00764 1.80709 0.769408 94.8707 92.984 70.374 22.61 1.88459 20.7255 19.351 17.1515
internal_count=2900 220 149 71 133 120 91 2680 66 56 2614 2506 104 74 56 2402 2293 2278 109 82 70 47 2266 2247 1860 387 66 321 241 224
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=15 7 2 3 19 10 6 8 3 13 15 17 5 6 7 9 9 9 9 2 6 7 7 13 16 16 6 16 10 19
split_gain=0.165441 0.535928 0.434461 0.280618 0.157914 1.33155 0.985007 1.20723 1.07091 0.848096 0.769537 0.904659 0.713777 0.755222 0.596231 0.560754 1.80774 0.846118 1.12778 0.89269 0.714193 1.15215 1.29729 1.12578 1.97936 1.22856 1.07278 2.28128 1.05547 0.822839
threshold=46.574831689400007 23.539316666200005 287.56973319225006 100.32250359580001 14.451165964200003 64.434276012450013 16.425383776450001 8.4434108459500017 92.751805500450018 116.43981008785001 44.34858359035001 190.94194574995001 22.204885925350002 16.555386813950005 22.227765484150002 195.74493321760002 195.39349636155001 197.58039077460003 197.6620677562 152.77222943215003 16.455384477450004 22.726915405250001 22.638073512250003 113.96105169155001 20.854951232050002 22.554947256700004 15.745367888000002 19.974953289850003 62.009286778800011 13.951125619400001
decision_type=2 2 2 2 2 2 2 2 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 10 6 8 -8 -6 -9 15 -12 -11 -14 -15 16 20 19 -19 -17 23 22 28 24 26 -25 27 29 -22 -1
right_child=1 2 -4 -5 5 -7 7 9 -10 12 11 -13 13 14 -16 17 -18 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0038814572805564948 -0.10746178272330698 0.051633505673960939 -0.03751072061292289 0.0043003377719302693 0.018711732427076036 -0.064094115516721326 0.058845838687361124 0.057149690979740167 -0.063637474736023603 -0.069733175526619146 0.010199848918031575 -0.10055636674879727 0.056933319030844323 0.023063229218318979 -0.066934244447470786 0.0034459728723916479 -0.12554940666745509 -0.10838088917487804 0.0047116701515519718 0.077666878758501312 -0.0064822050710893718 -0.092930952382667062 0.10568358528529159 0.08089724921368889 -0.20872490274977129 -0.0054717077355650881 0.093990001703817716 -0.13140298177734186 -0.11141186813170233 0.089933763975422534
leaf_weight=21.101377071790939 0.83749085160525216 1.091381448786706 1.0955043649300931 0.30701898783445358 3.5534606873989167 2.3373907691566265 7.204622905701398 2.1954023092985135 2.8423664722940885 1.7311639706022104 1.3293677518959151 1.656350230798125 1.7726582784671334 1.3619573195464911 1.6019972005160523 3.195080650271847 1.2732168254442502 0.89957451447844405 44.557315763260704 3.2882489047478884 5.4735684787301562 2.1495904589537531 0.85990771651267994 3.4310517298290497 0.47710082866251369 3.1672841478139162 1.0882512017196848 1.3990531601011742 1.1621590302747788 0.97824801670503703
leaf_count=1019 84 16 29 3 38 30 61 19 31 28 27 29 18 22 28 31 16 10 896 28 254 28 6 30 5 31 24 18 29 12
internal_value=-5.17582e-05 -0.0220386 0.00697736 -0.0774812 0.000548194 0.0077075 0.0152457 0.0285997 -0.017885 0.00344596 -0.00125847 -0.051243 -0.0147831 0.00530041 -0.0255798 0.000320765 -0.00818895 0.00729379 0.00247361 0.0410897 -0.00456982 -0.0283917 -0.00988321 0.00269157 -0.00699027 0.0394391 -0.00307249 -0.00757139 -0.0248592 0.00027507
internal_weight=125.419 3.3314 2.18689 1.14451 122.088 24.601 22.2636 15.8678 6.39583 8.66318 97.4867 2.98572 6.46778 4.73661 2.96395 94.501 42.5608 51.9402 45.4569 6.48333 41.2876 9.64523 7.49564 31.6424 25.044 6.59834 24.5669 23.4787 6.63573 22.0796
internal_count=2900 132 45 87 2768 275 245 176 69 115 2493 56 96 68 50 2437 1472 965 906 59 1456 317 289 1139 1078 61 1073 1049 283 1031
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=6 13 16 9 5 16 4 15 18 18 19 15 5 2 10 15 9 4 8 3 9 13 15 4 8 4 5 5 7 17
split_gain=0.150532 0.324449 0.397093 0.368916 0.588791 0.587188 0.425702 0.266677 0.703393 0.752135 0.814337 0.438717 0.319788 0.996976 0.747681 0.694328 0.672034 0.781794 1.30677 0.775075 0.586453 0.515067 0.667678 0.480766 0.603666 0.341772 0.3107 0.973443 0.692824 0.652436
threshold=22.585527707250005 117.99105042915001 22.724946859200003 196.98862600660001 29.750488688650005 22.794946695500006 159.66984649465005 44.34858359035001 13.278511569200001 13.3584252364 14.451165964200003 46.810838056050009 22.963361893800002 323.30468295165002 61.917879202350001 42.133814420300006 199.21354841250005 261.57690773345007 8.1436447804000007 93.932038619750017 190.58777288605003 117.67112391160002 28.452330424200003 227.22863097060005 5.9453602998000008 327.25961048935005 21.850554661550003 21.623222698850004 23.368583030350006 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=1 2 7 5 -5 6 -3 12 -9 -10 11 -11 14 16 -1 26 17 19 25 -14 21 22 23 24 -21 -19 27 -16 -28 -30
right_child=-2 3 -4 4 -6 -7 -8 8 9 10 -12 -13 13 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.055462194396624434 0.038905193294098105 0.052217111349785253 0.040056384689224997 -0.11588830465982232 -0.002297590825940248 0.057901634473454325 -0.11655918269080179 -0.10801228606695119 0.059584874876342113 -0.10339777356321192 0.014297493725557173 -0.014343416197254075 0.07998938308883384 -0.10210184157348334 0.0010266231283359455 -0.069199984912276455 0.070501933831737681 -0.02599783188877168 -0.14211084030788076 -0.1070966916159545 -0.12615851892904537 0.10330072914126009 -0.1210267225950456 0.069627830310074218 0.10424774199899152 0.052197591555122561 0.00021227826150202204 -0.062888999829371892 0.090487973629833823 0.01344563363362471
leaf_weight=2.4524071693595024 0.98477095365524192 0.21646060980856352 2.4876412204466751 0.95072135585360207 0.87751447409391403 0.89831219194456935 0.48271134187234566 0.7933822101658724 1.2980863787233827 1.4156918068765665 2.4183156492508715 0.90799250322743308 2.1588232647627539 0.66146626509726125 78.648685448533797 1.4104416778573057 2.4349687644862579 1.2577771137875977 0.76927427574992169 0.44839845275419132 0.32415123283863057 0.53975162416463707 0.40700596250826482 0.90981023541826289 0.19345928728580475 1.006022115354426 9.7586196920456114 2.4572988763102321 1.9852615806739766 2.4628379283822142
leaf_count=33 8 6 28 40 12 13 53 83 14 27 44 27 16 36 1928 30 42 50 9 116 4 8 11 36 2 31 117 35 11 30
internal_value=-3.66047e-05 -0.000348299 0.000520779 -0.0306918 -0.0613672 0.0044146 -0.0643068 -0.000318962 -0.0194888 -0.00786097 -0.0263238 -0.0685993 0.00086882 0.0169566 -0.000933543 0.000449026 0.0244932 0.0105148 -0.0295112 0.0348859 0.000388834 0.0168074 -0.0070276 0.0228746 -0.0433964 0.00875186 0.0014797 -0.000909853 0.0151216 0.0478309
internal_weight=124.018 123.033 119.608 3.42572 1.82824 1.59748 0.699172 117.12 6.83347 6.04009 4.742 2.32368 110.286 11.1109 99.1756 96.7231 10.4494 8.01447 3.03307 4.9814 2.82258 2.49843 1.95867 1.55167 0.641858 2.2638 95.3127 81.106 14.2067 4.4481
internal_count=2900 2892 2768 124 52 72 59 2740 195 112 98 54 2545 361 2184 2151 325 283 90 193 177 173 165 154 118 81 2121 1963 158 41
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=0 0 12 6 9 6 8 7 17 18 19 15 13 18 17 9 0 15 7 17 18 3 14 18 18 5 18 18 3 2
split_gain=0.144229 0.388845 0.379979 0.818129 0.420652 0.618721 0.555277 0.555161 0.736572 1.16037 0.467701 0.412442 0.421431 0.420506 0.387142 0.353723 0.695054 0.458266 0.348867 0.327655 0.286401 0.243194 0.280391 0.250739 0.518765 0.415019 0.292486 0.346012 1.14918 0.362354
threshold=85.716110573100011 85.694602908050015 58.770113158150004 22.585527707250005 186.14781787895004 16.465384711100004 8.3434888241000014 22.446731871300006 189.27091549140002 13.400856420150001 14.551174033150001 20.742056627150003 117.62810858150002 11.639306137250001 167.86887396990002 66.290220196950017 85.656964494200011 23.811316291350003 22.343045670750005 158.63041207125002 12.810573245550001 93.770731131900007 185.55247316590001 12.903279561150002 13.064341268650002 21.495293572000005 13.1493823129 13.278511569200001 93.249170254600017 188.32206997295003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 10 -9 -10 -7 14 13 19 -4 -15 17 -17 20 -13 -14 23 -23 -2 25 -25 -26 28 -28 -29
right_child=21 -3 3 -5 5 7 -8 8 9 -11 -12 12 18 15 -16 16 -18 -19 -20 -21 -22 22 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.08889509291112678 -0.028179578664883617 -0.08746487888673965 0.035369821646101349 0.10182176529867243 -0.11421845178187628 -0.098302926572483518 0.10220388240523311 0.070900831281565699 -0.11970807815681879 0.031708637860254921 -0.0010721519344519231 0.084361341266208881 -0.018450326265063599 0.088693047925799628 -0.10254020702457106 0.038172714556413218 0.090619330671308507 -0.082999536794047424 0.035759075894255435 -0.1102327130195213 -0.12032895796240842 0.048627905841295588 -0.0001765662021081673 0.080113912444613647 -0.031837400959083266 0.0027154036551713966 0.063692799548897727 -0.0056357207234063187 -0.021477723828718338 0.0076819020033571869
leaf_weight=0.53140706010162553 3.0184147353284052 0.61013881862163621 0.29315318465159723 0.70986689254641611 0.72488170422730025 1.1693581282306698 0.58030035533010949 1.2255201905172728 0.82051517127547446 1.3208481918845789 0.85750878381077189 0.11650864522380322 0.63873217313084729 1.0999631496379154 0.66598899412201717 0.57149112605839059 0.8127788621932267 0.68768190951959696 0.53301272215321649 0.33626266464125365 0.48580880428198725 2.2813681513071051 2.4321992141194642 1.471071865409612 2.8269441885058759 1.3094831596536094 3.3440154243726274 56.43750449368963 3.0102942429948598 32.0228757604782
leaf_count=6 39 12 39 6 33 51 9 28 23 30 20 18 50 15 63 32 7 63 9 50 16 16 31 17 31 27 29 1134 36 960
internal_value=-3.57807e-05 -0.00929727 -0.00593424 -0.00270454 -0.00843854 -0.0274759 0.00863684 -0.0158184 0.00907379 -0.0263103 -0.0571674 -6.26763e-05 0.0108913 0.0299922 -0.0603892 0.0428607 0.0185292 -0.028004 -0.0308778 -0.0601591 -0.0624625 0.00123087 0.0234448 0.000218627 0.0010722 0.0436636 -0.000140683 0.000804369 0.0233441 -0.000814708
internal_weight=122.946 14.7917 14.1816 13.6502 12.9403 6.11863 6.82168 5.39375 3.36688 2.14136 2.02687 6.24138 5.28224 3.62469 0.959142 3.17192 2.07195 1.25917 1.65755 0.452771 1.12454 108.154 4.71357 103.441 100.422 2.78056 97.6416 94.8147 6.35431 88.4604
internal_count=2900 580 568 562 556 185 371 152 81 53 71 362 260 185 102 117 102 95 75 68 66 2320 47 2273 2234 44 2190 2159 65 2094
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=18 5 18 13 10 8 16 15 5 16 15 6 9 10 4 17 12 18 16 9 9 17 6 3 13 16 13 16 0 2
split_gain=0.14014 0.355869 0.315034 0.176915 0.391791 0.49275 0.308512 0.230554 0.79375 0.971217 0.624378 0.360229 0.263639 0.779204 0.945635 0.922382 0.673588 0.554192 0.840588 0.417954 0.99952 0.896214 0.411792 0.272007 0.359872 0.255311 0.892488 0.440544 0.804235 0.962105
threshold=11.257534840550003 28.372909273050002 11.550491688550002 117.99105042915001 57.729261435100007 8.4434108459500017 22.724946859200003 45.169600924000008 24.301614351200005 22.614947116400003 46.574831689400007 16.415383542800004 215.80505313260002 64.071334164850015 190.68865001715002 214.76367417690003 186.295507759 17.552559642400002 17.654958715000003 210.97856947250003 211.98908248575003 202.35178250205004 14.925348728400001 82.234557294150008 103.02440401690002 22.674946976100003 117.61735474900001 22.624947093000003 86.530713386650021 163.32842070695003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 -6 7 12 -9 10 -10 -11 19 -14 -15 16 -16 -17 -19 25 -21 22 -22 24 -18 27 -27 -4 29 -29
right_child=2 -3 3 4 5 -7 -8 8 9 11 -12 -13 13 14 15 17 23 18 -20 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.043280154268320423 -0.077936502225999335 0.088290733517280839 -0.00057546377955918523 0.040234209939162734 0.014830540575778997 -0.079526746998547782 0.036186229272666647 -0.080887312415672527 0.11062032610779521 0.013114676237637797 -0.0032830450916980012 -0.088509887982101798 0.092294045982495077 -0.12504874614076031 0.081970821581345374 -0.11081819251545155 -0.014466393448991142 -0.10359618075427829 0.10311113846410064 -0.095995633285445914 -0.01673154802250296 -0.06587108969425759 0.056275929971391997 -0.038123800633494444 0.084319518571308219 0.025220386959725699 -0.074534513376904699 0.019981017941092843 0.054084248146130491 -0.06118398901407044
leaf_weight=0.32603705307701503 0.52064645753853156 0.55640256946207955 80.038710017608537 0.73183825885644127 0.89419816754525561 1.4523534673498941 2.3916898256866252 1.5379289548145596 0.94824135303497337 0.53132659581024189 0.97721175532205962 1.0153756788640746 1.2118118479847897 0.51516565651400004 2.0203065887180855 0.76509531482588478 0.81019424484111391 0.36279045217088424 0.42979536950588226 1.5229656135779794 1.2879255562147593 1.5313721106795126 1.9307905859604941 0.94456639629788686 0.67685032356530428 1.7803305499255651 1.8073881305754183 6.2431897204369289 4.3906711414456359 1.9064005464315412
leaf_count=25 36 47 1923 24 32 50 28 38 4 16 43 65 18 17 42 39 40 55 7 40 38 50 22 31 12 19 21 61 35 22
internal_value=-2.76535e-05 0.0396789 -0.000316806 1.81319e-05 -0.023647 -0.0435701 0.000637723 -0.000100393 -0.0210805 0.00540987 0.0528117 -0.0535996 0.000853642 0.0186537 0.00497681 0.0161231 0.039297 -0.0501088 0.00849496 -0.000490673 -0.0255 -0.00289786 0.027063 0.00384134 0.0304975 0.00114071 -0.0250332 0.00215503 0.0195825 0.000994418
internal_weight=122.06 0.88244 121.177 120.656 3.07839 2.34655 117.578 115.186 5.01008 3.47216 1.92545 1.5467 110.176 7.73658 6.52476 6.0096 4.45192 1.55768 0.792586 102.44 6.27305 4.75009 3.21872 2.43161 1.48704 96.1667 3.58772 92.579 12.5403 8.14959
internal_count=2900 72 2828 2792 106 82 2686 2658 166 128 47 81 2492 261 243 226 125 101 62 2231 150 110 60 83 52 2081 40 2041 118 83
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=17 18 17 15 7 5 6 9 17 17 9 9 17 7 5 5 7 0 7 5 12 7 7 7 9 7 5 4 16 8
split_gain=0.12872 0.467912 0.425136 1.29232 0.502447 1.16053 0.589214 0.534811 0.554041 0.558464 0.491052 0.700558 0.45432 0.656489 0.572805 0.74986 0.555203 0.589462 0.419207 0.409241 0.445522 0.391696 1.21801 0.812839 1.84827 0.976758 0.917221 0.791831 0.728021 0.521788
threshold=187.45953903175004 13.086509421050001 186.67336014325002 29.198705243000003 24.414141867650006 17.021905087450005 11.815276062050001 195.51131808980003 177.83257937300002 182.28951942140003 192.53043113735001 191.87997069285004 174.63059628235001 22.806258769100005 20.950952025950006 22.553892743650003 21.725272673150005 86.692020874450009 22.535351262400003 20.569643378550001 143.81891023950001 22.580174331950005 22.398098708400003 23.031046061850002 195.07922778810004 22.765858321950002 22.120912517600004 161.23541642690003 15.919962772200003 8.2435668022500028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 4 -4 7 6 -6 10 -9 -10 11 12 14 16 -1 -16 19 -18 -2 -14 -21 22 28 24 25 -23 -27 -25 -3 -30
right_child=1 21 3 -5 5 -7 -8 8 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 20 -22 23 -24 27 -26 26 -28 -29 29 -31
leaf_value=0.046718245336621472 0.0026178789902603075 0.053787007036618019 0.03713690671799607 -0.11193081467542208 -0.055982040290674953 -0.14645439782395273 0.027947476326416077 -0.0076617062418657417 0.088205223209007935 0.013694101338241914 -0.052691100490772406 0.10170975169266611 -0.1188164706674979 -0.098757929537789113 -0.12824187133865611 0.0041545346967773933 -0.020442101740726526 0.05370363393423612 0.061801600886251362 0.049776976421317488 -0.078311396995856208 -0.049955254041165784 0.072090577489053773 -0.050976197009992112 -0.092536083364438637 0.055013220029343848 -0.036825576259891697 0.0045901542788544265 -0.12666075677922881 -0.0014938762166296477
leaf_weight=2.9988677567162192 2.3853687679147688 0.68582644412526805 1.038102047692518 1.3224212641798656 1.5074535964449745 0.75584914116188873 1.8791747529758138 2.7190160255413494 2.0022936549794395 2.0213831430010032 1.9899045536585607 0.64970077015459615 0.68016649814671826 0.97266637043503568 0.47546861021692155 4.2658016711902746 2.7869060399825685 1.7426912600058129 2.4019148261286318 0.49807997577590846 0.59706602821825072 2.6323958853608911 2.7063117856159806 2.6663883710280052 3.0777938792016357 3.3691574311815202 1.6057908436196155 67.137148947127571 0.77137611375655957 0.58612298592925072
leaf_count=82 37 19 33 27 225 22 43 61 19 36 32 4 22 52 29 282 39 39 37 22 47 36 36 39 38 31 32 1431 40 8
internal_value=-2.03936e-05 0.00189112 -0.00558894 -0.0463744 -0.0022159 -0.0344165 -0.00941117 0.00325092 0.0272089 0.0507729 -0.00589779 4.53909e-05 -0.00435284 -0.0222903 0.0125126 -0.00912257 -0.0104935 0.0080843 0.032312 -0.0578935 -0.0200559 0.000182571 0.0280883 -0.00146415 -0.0271494 -0.000695115 0.0253699 0.0024676 -0.030191 -0.0726179
internal_weight=120.929 90.0256 30.903 2.36052 28.5425 4.14248 3.38663 24.4 6.74269 4.02368 17.6573 15.6674 15.0177 7.27758 7.74014 4.74127 6.30491 4.5296 4.78728 1.77531 1.09515 85.2383 4.74964 80.4887 10.6851 7.60734 4.97495 69.8035 2.04333 1.3575
internal_count=2900 1784 1116 60 1056 290 268 766 116 55 650 618 614 221 393 311 169 78 74 91 69 1710 103 1607 137 99 63 1470 67 48
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=14 14 16 6 19 16 15 19 10 0 19 3 16 16 0 18 7 3 5 10 17 6 10 16 16 6 17 7 19 5
split_gain=0.128008 0.660826 0.615341 0.57847 0.519053 0.58321 0.614338 0.587595 1.20088 1.18072 0.940554 0.775792 1.352 1.23557 2.21817 1.19211 1.10134 0.971935 2.16969 0.994274 1.01969 0.730059 1.27113 0.789574 1.29778 0.745867 0.646089 1.23015 0.507487 0.91384
threshold=241.54317565595002 244.99684607285005 13.894967507500002 16.325381439950004 11.950964240300001 15.054964794950001 20.478039369150004 12.751028791950002 72.496961945650014 96.055920542800024 13.351077205700003 85.54673771085001 18.054957779650003 19.214955067100004 92.313586825200005 15.042884401850001 20.778835947700006 88.727183679150016 18.092020786850004 66.318885161900013 198.47149978265003 16.375382608200002 62.837331883000012 22.554947256700004 21.979948601300006 17.765415086100003 184.18061320350003 23.724432465350002 14.451165964200003 21.197160116700001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 6 -6 26 9 11 -10 12 -9 14 16 -14 -13 18 -15 20 21 22 -19 24 25 -23 27 -7 29 -25
right_child=1 -3 4 -5 5 7 -8 8 10 -11 -12 13 15 17 -16 -17 -18 19 -20 -21 -22 23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.07231699609472074 -0.10069226476320947 -0.0012565667201840725 0.065231654516104118 0.0032755235674758127 0.017214361234106385 0.07219409027652951 -0.11849144283614582 0.064894988845705492 -0.11488764235644298 0.079317999837386854 0.048665250673246535 0.044844669352279765 -0.099307737999924789 0.016481384700061733 0.10229480579554284 0.015461202539014219 -0.11548985639411258 -0.089686138015706324 -0.10568039135714419 0.07828521979041636 -0.064095682908859822 0.038896716397049488 0.009562905198996087 -0.059090417441824888 0.089613933041653396 -0.088569559845197404 0.06996581151323987 -0.055724990994950929 0.024985084530491725 0.0095888750245785026
leaf_weight=1.0603088575116988 1.2773704796563827 56.769036032703298 1.376501609396654 0.92102765705203626 0.57584664408932329 1.3900165630766417 0.79293659629183821 1.0650674933567632 1.4771542043308716 2.0114712733775368 0.46145855844952155 0.82145810111251083 2.7518008993938565 3.2647383809089652 3.1775707895867527 1.3485659440048037 0.895396276115207 1.9687187813688165 2.6211389396339655 1.8111099060624827 2.1660397397354236 1.076080305007056 3.7455079220235348 2.7205005735158938 3.1425537122413516 0.80060176632832725 2.7506950532551855 1.6372830588370559 7.2532981669064602 6.7305082203820348
leaf_count=155 32 1736 39 16 26 66 23 8 82 16 14 80 65 26 28 19 18 27 31 20 21 39 27 30 20 19 36 25 90 66
internal_value=-1.88441e-05 -0.00333979 0.00319701 -0.0571345 0.00453518 0.00310596 -0.0614001 0.00465258 0.00124812 0.00427958 -0.0759563 0.00109259 -0.0354873 0.00557061 0.0528107 -0.0615615 -0.0387751 -0.000627994 -0.0379205 0.00635911 0.00195879 0.00717338 -0.0246313 0.0155394 0.0503191 -0.015481 0.0348855 0.0030104 0.00508891 -0.0101807
internal_weight=119.862 58.9674 60.8943 2.1984 59.834 58.4575 1.36878 57.0887 51.3107 49.3721 1.93861 47.3607 5.16543 42.1952 4.89443 4.10037 1.71685 37.3008 5.88588 31.4149 29.6038 27.4378 5.71423 21.7235 5.01924 1.87668 5.77799 3.0273 16.7043 9.45101
internal_count=2900 1784 1116 48 961 922 49 873 746 650 96 634 92 542 126 84 98 416 57 359 339 318 54 264 78 58 127 91 186 96
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=14 14 12 14 7 18 17 5 6 6 18 0 18 17 7 4 9 5 12 13 5 18 9 13 7 15 3 16 9 9
split_gain=0.134482 0.757266 0.643715 0.837474 0.729538 0.697808 1.22317 0.720005 1.72841 0.887871 0.813008 0.518831 0.513168 0.997355 0.597877 0.606217 0.521209 1.05842 0.57558 0.95473 0.953721 0.807833 0.798616 0.575068 0.944064 0.466987 0.392385 0.326036 0.319315 0.967915
threshold=202.65261526855002 204.50376127325003 114.86856072930001 181.38224455095002 25.451258541350004 12.977936149500001 182.28951942140003 21.446355970350002 16.455384477450004 14.755344756250002 15.150044688000003 78.626646483100004 15.269763541350001 200.23903127160003 24.101221167900004 169.78633280640003 201.2906445504 22.247999666950005 92.695913642950003 110.04934511175001 20.361635946650004 13.030213775350001 195.07922778810004 117.60122400020002 22.446731871300006 32.188927121800006 101.23926781830001 17.204959767300004 214.22994816675003 207.37918994975004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 -5 6 11 8 9 10 -7 26 13 14 16 -16 18 -18 19 -1 22 25 -20 24 -22 -21 -4 -14 29 -3
right_child=1 28 5 4 -6 7 -8 -9 -10 -11 -12 -13 27 -15 15 -17 17 -19 20 21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.081443930933963127 -0.077011254204615409 0.00071777039433552046 0.078648422991846767 -0.1247367953496315 0.010671876877658484 -0.093791753288952007 -0.13912419229236844 0.071407689210510258 -0.073023602673308832 0.064322515244795972 0.043937479656229905 0.094894801287080499 0.0067424778354176849 -0.086858049545199878 -0.096221223207338211 0.0036644052078590216 0.091141321713156517 -0.020328913197583998 0.091130025217183969 0.010529751985909851 -0.13041903741942418 0.053734040226976525 0.0068439702586441222 0.018176225473160727 0.0039720029319597304 -0.076748910528369782 -0.10984381783746139 0.088196235623463667 0.016836727695803824 -0.037549076410541608
leaf_weight=1.9613315078895706 1.3362328046787286 61.869733369829191 0.16876753419637569 1.032439068367238 0.64736449006886676 0.80353235686197677 0.69135440187528718 3.3092186019057408 1.7129896208643911 4.4172510681673884 0.91850489703938365 0.58548689540475607 0.93874345708172668 1.3596807827707369 1.1871188500663259 1.2446660383138803 1.9565051991376088 1.508603263646364 2.2105254150810634 1.1897225094580792 0.92644099154858883 1.8016183748841283 2.2874121014028788 2.2199745329562575 1.1994633860886095 1.2647296674549577 0.31954937575937947 1.0312339200172571 8.8151642701268411 7.4004861705543581
leaf_count=35 36 1721 2 39 25 26 12 35 17 32 22 10 31 24 35 21 16 37 24 22 46 17 17 23 13 18 51 10 292 191
internal_value=-7.29824e-06 -0.00236661 0.00481038 -0.0042664 -0.0725529 0.0230442 -0.0353802 0.0322838 0.0157957 0.0405781 -0.0203294 0.031414 0.000456467 -0.00386211 0.00152234 -0.0450965 0.00764158 0.0426106 -0.000403669 -0.0237188 0.0159874 0.00288273 0.0482666 -0.0174212 -0.0545938 -0.0344432 -0.0446989 0.0493815 -0.00108925 -0.00337047
internal_weight=118.316 79.4216 38.8942 25.9676 1.6798 12.9267 1.76516 11.1615 7.85228 6.13929 1.72204 1.0738 24.2878 22.3178 20.9581 2.43178 18.5263 3.46511 15.0612 6.2174 8.84382 4.25607 4.49794 4.34588 2.1259 2.45445 0.488317 1.96998 78.0854 69.2702
internal_count=2900 2240 660 453 64 207 75 132 97 80 48 63 389 348 324 56 268 53 215 92 123 57 41 82 59 40 53 41 2204 1912
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=5 3 5 9 9 18 13 6 5 15 3 13 5 15 13 7 15 16 0 0 13 16 13 6 7 18 18 10 16 13
split_gain=0.135319 0.768608 0.767017 1.67505 0.808771 0.591697 0.574563 1.67211 1.63366 1.29899 0.814907 1.80904 1.15283 1.54792 1.94829 1.76832 0.859468 0.79896 1.29132 1.12631 1.65918 0.84543 0.657582 1.34356 0.570528 1.67529 0.657422 0.850323 1.20241 0.797221
threshold=20.717225865800003 87.963661570150023 21.197160116700001 198.78883073475004 190.24759545780003 14.339258036900002 115.02030419500001 16.425383776450001 20.361635946650004 33.551906023850009 86.302194445500007 109.57886493895002 19.812684199800003 31.385732506450001 112.82921081865001 23.460228855750007 26.285853065250006 18.984955604900005 94.776214472700005 93.972365491700018 108.84491586935002 18.764956119400004 108.61908538635001 14.515339148550002 24.052187734100006 14.752187928300001 14.767724047450001 75.403185184700007 18.714956236300004 104.02719889955002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -4 7 8 10 -8 11 17 13 14 15 16 -12 19 -19 -1 21 22 23 24 -21 -26 -27 28 -28 -29
right_child=1 2 5 -5 -6 -7 9 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.082979912112780899 -0.070433781301091708 -0.038291399311449065 0.00086414379119489372 -0.094496910056863059 0.04621310701191228 0.057602125570598385 0.1002352946996318 -0.13178440722758586 0.098637732261736555 0.0011326306696047858 -0.096807424153032964 0.067497560761135902 0.037644390099596373 -0.12438603321325735 0.063436074802915243 -0.1575565197286494 0.028275653678328013 -0.11576870970577763 0.01830839548792838 0.025308554316501749 -0.12875228406019387 0.065308950712242894 0.072208396674115924 -0.12138204506510375 -0.12036473088139719 0.10571955301595187 -0.094096187329967995 -0.0030838043251186827 0.062788612504026481 0.071642457537354973
leaf_weight=1.6550930436060287 1.6693529936164839 2.2000159961171439 44.109195242868736 2.681110174395144 2.3342473283410072 1.9179463042819396 1.9273395388736378 0.94638856610981648 1.7048535215435539 4.2153704818338156 0.81373995559988443 4.1887247292324892 2.1422884986968711 1.8695158378686754 1.8895310536026952 1.2614010471152139 1.6905926214531062 1.5178437796421342 1.3637138786725698 6.5686627650284306 0.99458050145767529 2.0029279617592683 1.1612067390233267 0.95224324194714327 1.2566468961304078 0.55582848191261547 2.0604113434674249 17.214120884484149 0.64036269485950459 1.5568008460104454
leaf_count=29 94 27 912 29 20 40 20 15 28 46 47 30 22 18 19 28 21 40 15 203 31 28 10 34 41 2 87 940 4 20
internal_value=-1.61264e-06 -0.00361871 -0.0015238 -0.0318383 0.00521168 0.00322841 0.00319422 9.98411e-06 0.00227526 0.0322271 -0.000803738 0.00500955 -0.0270762 -0.045502 -0.0194246 -0.0610015 -0.0123679 -0.00161683 -0.0523159 0.0023727 -0.00144303 0.00228444 -0.00166451 -0.00444918 -0.000719261 -0.00806193 -0.00165517 -0.00443474 -0.0568983 0.00311376
internal_weight=117.062 54.9119 53.2425 7.21537 4.53426 46.0271 62.1502 56.0075 55.0611 6.14271 53.3562 43.6892 9.66707 7.52478 5.65526 3.76573 2.50433 39.5004 2.88156 36.6189 34.9638 33.9692 31.9663 30.8051 29.8528 23.2842 22.0275 21.4717 2.70077 18.7709
internal_count=2900 1122 1028 76 47 952 1778 1712 1697 66 1669 1514 155 133 115 96 68 1484 55 1429 1400 1369 1341 1331 1297 1094 1053 1051 91 960
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=12 7 3 19 0 17 2 7 14 14 17 7 4 15 19 6 13 5 18 18 15 17 16 5 15 13 7 18 15 5
split_gain=0.133127 0.41925 0.559618 0.698397 0.617363 0.428379 0.336093 0.297562 0.293913 0.592095 0.588216 0.411367 0.326904 0.366035 0.323524 0.310949 0.2974 0.451207 0.439849 0.388072 0.502004 0.513417 0.527521 1.14525 0.511975 0.401711 0.436142 0.410396 0.731427 0.497447
threshold=322.29449443480007 27.952168727600004 73.962171626800014 14.351157895250003 86.780739992750014 209.52161856205001 296.01432942755008 24.758300720050006 371.52535269000003 374.37301727345005 199.88268747760003 23.302979953550004 342.29488559810005 46.810838056050009 14.351157895250003 11.585270688000001 92.138837046750012 5.2595069053500012 16.480789591400004 17.327266398450003 15.42678483595 208.12573104970002 18.764956119400004 18.895511665650005 17.183237161800005 98.362617618700014 24.071745547300001 15.573070337500001 21.595769066000003 23.234643166550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 5 -5 7 8 -4 12 -10 11 -11 13 16 -15 -14 17 18 -1 20 -18 24 -23 -24 -22 26 -26 28 29 -27
right_child=1 -3 3 4 -6 -7 -8 -9 9 10 -12 -13 15 14 -16 -17 19 -19 -20 -21 21 22 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.040457621077154227 0.05329183427268247 -0.10248700951735173 -0.048387141863778821 -0.037860524235224818 0.062720027651369428 0.014761735133147156 0.050801825615585605 -0.12458939017413398 -0.098314429182480734 0.026386905852747462 0.050475887506629284 -0.11233338081163054 -0.017181154562366942 0.028550246475188498 -0.08999670201053632 0.06062299303258456 -0.084320356414939041 -0.10288464554931614 -0.10255060968078028 0.046339236275832058 0.051616509731912313 -0.082042691479105853 0.069914842622435983 -0.066524185308296152 0.014492066834474029 -0.10936318926316335 -0.091483375563920027 0.028613826083799157 0.0022391036314841832 -0.0034895614913135684
leaf_weight=0.77489133412018307 1.2672667445149262 0.48933349231083401 1.5683417021355133 1.0793291477602909 1.4041910930536685 0.724426895729266 1.3316989397280838 0.76113057078327973 0.90375547937583123 0.34537432598881412 1.0504861438821533 0.56101361275068484 0.73412907967576702 0.3216204302261747 0.80998725147219375 1.7105128524126483 0.68890832071337982 0.69026912962726772 0.29769682449114043 1.9030062595847983 2.1048442496467024 1.4464011075906449 1.103791169356555 1.3898730459623037 0.65985292231198289 0.99762083910172694 0.94380528156762011 5.6843023323453954 80.669080099265557 0.79938222286000382
leaf_count=18 32 96 95 26 26 27 44 39 32 11 61 62 31 16 55 45 71 189 118 55 68 97 16 29 38 49 80 80 1241 53
internal_value=-8.27143e-06 -0.0130835 -0.00665434 -0.0203733 0.0190081 -0.0523994 0.000875426 -0.0732854 0.000251666 -0.031369 -0.000451217 -0.0594747 0.00112369 0.000251539 -0.0563038 0.0372583 0.000890541 -0.0398199 0.000765689 0.00161995 0.000737958 0.00134963 -0.0339983 -0.00613105 0.00286579 0.00172253 -0.0478779 0.00262487 0.000833481 -0.0622662
internal_weight=115.216 7.29402 6.80469 5.53742 2.48352 3.0539 107.922 2.32947 106.591 2.86063 1.95687 0.906388 103.73 101.285 1.13161 2.44464 100.154 1.76286 1.07259 98.3909 96.4879 95.799 3.94007 2.49366 91.8589 89.754 1.60366 88.1504 82.4661 1.797
internal_count=2900 341 245 213 52 161 2559 134 2515 166 134 73 2349 2273 71 76 2202 325 136 1877 1822 1751 142 45 1609 1541 118 1423 1343 102
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 4 7 18 7 18 10 19 18 3 6 2 12 15 3 13 10 5 6 7 7 7 14 13 2
split_gain=0.123437 0.535752 0.573484 0.41626 0.306603 0.547336 0.629606 0.43589 0.34413 0.392183 0.767206 0.315789 0.291581 0.578325 0.61657 0.611314 0.462376 0.2609 0.772467 0.65076 1.39018 1.35976 1.1787 0.837534 0.648136 1.3261 0.796711 1.23398 0.854849 0.817972
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 21.725272673150005 301.91036987065007 21.118786167550002 12.752103815600002 21.943165609950004 12.903279561150002 72.953999827850012 13.051052998800001 14.163996107200001 93.547589107050015 15.545363214900002 35.561888367500011 158.37848859105003 39.702469286500012 93.308316333450009 117.51519334005 62.106071271500007 22.504913082700003 16.405383309150004 23.724432465350002 23.856905110850004 22.862300195000003 244.99684607285005 113.96105169155001 283.48757570455001
decision_type=2 2 2 2 2 2 2 2 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 12 6 7 -6 -7 -10 -11 -8 13 14 -1 -16 -14 18 -12 20 21 -19 -21 -24 26 -26 -23 -28 29 -29
right_child=1 2 3 -5 5 8 11 -9 9 10 17 -13 16 -15 15 -17 -18 19 -20 22 -22 24 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.10671311821425361 -0.12794874748613358 0.084721546259994077 -0.10665683239115656 0.085312587333348594 -0.010462647819083215 0.054081498042262414 -0.035079160679516851 -0.10362549077829447 0.059905692813438896 -0.056489236510883084 0.0025735743929214219 0.071334107591258786 -0.032827117596171664 0.077960501912276783 0.055675742085955937 -0.10324687242752376 0.062768796073828945 -0.10639018602191973 0.053174854760461313 -0.10830657655216076 0.041040260788090664 0.024429890550404135 -0.11387142570640821 -0.0038718084988380213 0.098875535049153085 -0.0011157600254224063 -0.1533224342882997 -0.1478497536116142 0.0067361884371860336 0.01577857223561582
leaf_weight=0.67751685564871822 0.39834853098727663 0.51429853949230142 0.45431725768139586 0.15032903291285038 0.76677108350122569 1.1821647572796781 0.53367077799339291 1.4555994982692935 1.074794879707041 2.4165793349093283 38.891235291455814 0.58409195393323898 0.63435997813940082 0.66812071864842426 0.88624311611056306 0.33298514039779548 2.499698220686696 1.3111855809111137 3.2705768607556811 1.4967489732080128 7.3923301189206532 1.8878709573473305 0.75277998701494553 8.5985886567104881 1.3897635461762572 29.058583831996657 0.96560579352080811 0.88670026685576908 2.5703076822683215 0.46609828236978501
leaf_count=44 20 8 117 2 37 25 38 59 19 36 684 10 6 22 28 77 72 19 33 26 66 60 37 182 15 1062 11 44 25 16
internal_value=-2.54357e-05 -0.0283578 0.00709694 -0.0589288 0.000356172 -0.000848094 -0.0406914 -0.0714821 0.000436334 -0.000182797 -0.000819991 0.0205276 0.0229567 -0.00204702 -0.0302293 0.0122722 0.0434194 0.000539735 0.00649882 -0.00388543 0.00131767 -0.00630226 -0.0259142 -0.0127267 -0.00277683 0.00344817 -0.0307468 -0.0520544 -0.027129 -0.0914726
internal_weight=114.168 1.51729 1.11894 0.604646 112.651 106.952 3.34013 2.22237 103.612 102.43 101.355 1.11776 5.69892 2.56487 1.89675 1.21923 3.13406 98.9384 42.1618 56.7766 45.9284 38.5361 10.8481 9.35137 37.2249 30.4483 6.77658 4.88871 3.92311 1.3528
internal_count=2900 147 127 119 2753 2504 144 96 2360 2335 2316 48 249 171 149 105 78 2280 717 1563 1318 1252 245 219 1233 1077 156 96 85 60
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=0 10 17 13 7 7 12 3 12 3 5 2 9 8 0 3 17 15 18 17 5 5 4 7 9 7 17 7 13 9
split_gain=0.130265 0.365633 0.516164 0.551199 0.55326 0.336867 0.300505 0.295364 0.294002 0.29321 0.483045 0.554968 0.366575 0.856668 0.288317 0.33854 0.757059 0.732391 0.529751 0.473615 0.281099 0.323898 0.248437 0.350309 1.25876 1.16874 0.865756 0.832156 0.774878 2.11117
threshold=85.716110573100011 61.917879202350001 189.27091549140002 117.59047016770002 19.617375644250004 22.477322886550002 58.770113158150004 93.964300117300013 78.909246879600019 94.92945658615001 29.040033326300005 122.26439358135001 187.70546222865002 5.9453602998000008 85.807518149550006 93.58791597905001 193.01551328760004 36.508287084250007 13.075178189100003 184.59783591905003 30.690160697650004 32.00428233840001 155.77228353875003 23.124786352450005 191.87997069285004 23.147601011700004 191.06791329340004 23.195026784100005 114.04708235175001 185.04294426330003
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -2 -4 -8 -1 11 12 13 -11 -10 18 17 -17 19 -16 -12 -22 -20 24 28 -25 -26 -27 29 -24
right_child=6 2 7 -5 5 -7 8 -9 14 10 20 -13 -14 -15 15 16 -18 -19 22 -21 21 -23 23 25 26 27 -28 -29 -30 -31
leaf_value=0.029371715436234975 0.067049100899186059 0.077714601164115729 -0.040119663187537437 0.054128330711741904 -0.11175027880641542 0.0019990915453255913 -0.033919392702213877 -0.12138672444899201 0.028276163940582695 -0.10367193235981589 0.053538049730513272 -0.097792350836266709 -0.056052833486359623 0.10304871777883638 0.006886015647164876 0.0013801521837012839 0.033962398138234734 -0.11337076739028669 0.039090467024228526 0.085475905096262239 -0.055194363501711689 0.025404295164448282 0.0084698643705685226 0.10113610336673873 -0.0092986216233013463 -0.094297608986617196 -0.088147627649071206 0.0022297804258928139 0.038283978299362198 -0.14693033364362476
leaf_weight=2.7510303361414099 0.68829244002699752 0.30520521954167579 1.1033154723700134 0.99754779033537477 0.77449140509270342 0.39218889269977808 2.3878341527888542 0.75208490005752526 3.8888088809326282 0.29437858011806406 1.2349682270869382 1.0572576290578579 0.77906245063059032 0.62839978933334351 1.7013726340373971 0.97421661461703468 1.2038899129256604 1.2962615306314544 1.6132279727607954 1.3960020709782837 0.82847419157769797 1.252225302676379 5.6577542989980447 1.1843804186210025 2.5651820767670861 0.90537372697144647 3.0461434498429298 65.916739865933778 4.4551643216982484 1.0339852720499036
leaf_count=39 6 8 28 18 98 21 35 38 40 55 58 99 18 9 31 11 18 45 21 17 30 61 240 8 20 15 36 1730 38 9
internal_value=-2.96438e-05 -0.00938565 -0.0332056 -0.00326031 -0.0421546 -0.0735125 0.00120178 -0.0730612 0.000745025 0.00228667 -0.00997911 -0.0408914 -0.00554204 0.0371021 0.00159978 0.000483696 -0.0301426 -0.0641335 0.00167293 0.0423069 0.0157442 -0.00668775 0.000215863 -0.000523992 -0.0134743 0.00266723 -0.0521023 0.00092193 0.00597099 -0.0155421
internal_weight=113.065 13.1506 4.32483 2.46943 1.47189 1.16668 99.9146 1.8554 99.2263 8.8258 6.07477 2.7591 1.70184 0.922778 96.8385 92.9497 3.47437 2.27048 89.4753 3.09737 3.31567 2.0807 86.378 84.7647 16.7582 68.0065 5.61133 66.8221 11.1469 6.69174
internal_count=2900 580 211 145 127 119 2320 66 2314 369 330 181 82 64 2279 2239 74 56 2165 48 149 91 2117 2096 343 1753 56 1745 287 249
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=12 12 3 2 18 13 0 8 9 3 6 15 12 6 19 3 17 18 10 18 17 9 7 13 16 2 7 16 9 12
split_gain=0.133351 0.414153 0.392018 0.388249 0.414205 0.829353 0.624067 0.654189 0.593665 0.395604 0.386165 0.315514 0.291547 0.290208 0.269947 0.248612 0.418581 0.228028 0.822043 0.445116 0.330285 0.446976 0.688837 0.988512 0.949108 0.300697 0.760692 1.28789 0.80595 0.442238
threshold=286.25174907180002 277.64210379030004 68.555682326450011 279.29267393065004 14.339258036900002 117.55283175385001 93.679323555450011 5.2459061469000003 58.059373288650008 70.523633677900008 16.425383776450001 46.810838056050009 319.87149966510009 12.535292885100002 14.351157895250003 67.370072290900012 194.58701840130001 17.108018746400003 83.715897724050009 19.374260975750001 208.12573104970002 201.78065190905002 24.605072964550004 108.61908538635001 18.764956119400004 203.55719022600002 23.046547257250005 19.304954856600002 205.70977008025002 224.88477233670002
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 5 10 -6 8 9 15 -5 17 -9 -2 -13 16 -8 20 -19 -20 25 -22 -23 24 -24 29 27 -27 -28 -4
right_child=3 -3 11 4 6 -7 7 12 -10 -11 -12 14 -14 -15 -16 -17 -18 18 19 -21 21 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.079725932162136234 -0.11828937370017525 0.066145890828749318 0.00075376321097410208 -0.10033576955865534 0.0592594724902775 0.017040447323305449 0.051247184443797056 0.0018594262719886627 0.07489320566852789 -0.071436196746310035 -0.012274972187129493 0.023926897470043312 -0.10601678111434459 -0.0013231141390411844 -0.0865395582052291 0.085361505070235072 -0.10405714603022825 0.060263825994273171 -0.10569592024742376 0.066140073847121547 -0.10794419568287035 0.085296098637002493 -0.06466858484493565 -0.13200419337656705 0.084007392893191479 0.021552627548217462 0.043168753458135985 -0.11270000988098697 -0.038073990789242708 -0.049595294089992782
leaf_weight=0.60552565036778006 0.55337257237988424 0.97012066282331844 77.391741645531511 1.4864822223898939 1.9101455773052292 2.0672272667870857 0.41134751724894181 0.36153284927422624 1.0671024798357391 0.80683524889172975 0.74883654632867536 0.31586556113688746 0.81595604555332102 0.34398031001910567 0.73824939144833479 0.3864403385668993 0.30019545574032236 2.1836312904488291 0.56516016222303722 0.20558021691977046 0.59681199304759447 0.57485408242791924 0.90977705083787463 0.75058880308642972 0.81313282111659646 1.9961574299959459 7.8941730211954546 1.1129459556541403 1.4444991192431187 1.7847406012006093
leaf_count=200 43 33 1476 62 41 39 39 30 21 67 37 16 84 12 55 8 45 49 93 27 41 8 60 14 10 89 103 26 49 23
internal_value=-2.97164e-05 0.00112263 0.000491092 -0.0103516 -0.00488702 -0.0286139 0.0119601 -0.00981375 0.0151793 -0.0182732 -0.0708352 0.00098036 -0.0728948 -0.073453 -0.0534383 0.0207927 -0.0142747 0.00156437 0.0289253 -0.059862 0.000715888 -0.028804 -0.0133098 -0.0362263 0.00549952 0.0018903 0.0163384 -0.0265049 0.0306022 -0.00038117
internal_weight=112.113 100.854 99.8834 11.2595 10.3621 4.30255 6.05956 4.14941 2.97192 1.90482 2.23532 99.2779 1.17749 0.897353 1.05411 1.09798 0.711543 98.2238 2.95437 0.77074 95.2694 3.64516 3.04835 2.4735 1.72291 91.6243 12.4478 3.1091 9.33867 79.1765
internal_count=2900 2372 2339 528 473 138 335 294 180 159 99 2139 114 55 71 92 84 2068 169 120 1899 133 92 84 70 1766 267 115 152 1499
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=10 7 7 12 0 10 5 5 6 9 17 10 15 6 15 16 5 18 13 8 13 18 18 16 15 5 2 13 18 0
split_gain=0.145286 0.140885 0.481247 0.511216 0.444071 0.9332 0.339671 0.547838 0.3183 0.294546 0.330492 0.268112 0.262813 0.461905 0.277921 0.589949 0.309027 0.366226 0.25153 1.13983 0.510879 0.406718 0.486649 0.564674 0.593207 1.00838 0.659162 0.501146 0.585305 0.841222
threshold=54.884872733100003 20.778835947700006 21.725272673150005 219.23896387120001 85.872041144650012 61.614083433650009 25.763052016400003 24.779543538450003 16.425383776450001 217.37165979795003 197.05557773135004 72.953999827850012 35.054707749500004 17.495408777450006 20.742056627150003 14.614965823850001 22.553892743650003 14.255915995100002 117.69263157665002 8.543332867800002 117.68187774410002 12.777826849750001 12.933745112000002 22.694946929300002 43.938093326450009 24.301614351200005 217.08409765600001 117.64961624655002 13.057710350500001 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 5 -3 7 18 -9 10 -8 -5 13 14 15 16 17 -2 20 -20 21 -4 -23 24 27 26 -26 28 -24 -30
right_child=1 2 6 11 -6 -7 9 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10112199763426846 -0.10770540609723955 -0.11552907010145202 0.066516470982503781 -0.03385068186163015 -0.11577729955257668 0.067950635203656892 -0.064802480537599433 -0.013291670845228901 -0.11327211437441327 0.093904006462704886 0.051905783421113919 0.067556471479760682 0.07058460449399627 -0.079030383495588233 0.033636065352982997 -0.097155021853431597 0.068032421242882765 0.054612438973569093 0.053932850637068389 -0.052753266871538675 -0.076064502302832251 -0.041557959997175369 0.047877940506969807 0.069302467001576176 -0.12623436652029121 0.04072634817050054 -0.027538719912370526 0.044499176793069355 -0.032410769242392369 0.0020723379536155911
leaf_weight=0.14201338822749576 0.29646040491934289 0.55535495083313413 0.91142867068992828 0.50989330265292643 1.0028423723997546 0.55346253981770133 0.37583787727635243 0.61010539680137188 0.66604413094682968 0.70609434414654959 0.68462410759821068 0.53353292122483253 0.73730939882807423 0.56103636931220524 3.3546828206381178 0.59014754559029814 0.70391372794983909 0.26170599411125295 3.4213859755545846 1.4158655129722317 0.89043289702385564 2.8140391791966968 2.4887064921786068 1.1832060310989607 1.2159008336020631 1.1363819226971825 1.5259625561302526 2.6286222599446765 7.8617355447349828 70.653172967598948
leaf_count=91 28 23 11 38 49 24 46 19 36 14 14 10 8 50 132 41 30 16 37 36 9 33 31 18 34 27 30 20 99 1846
internal_value=-4.10558e-05 8.84423e-05 -0.000801704 -0.0392619 -0.0675572 -0.0239458 0.000397482 -0.00037481 -0.0654732 0.0438626 0.0105433 0.0180016 0.0143664 0.00718013 0.0164692 -0.0146228 0.0239691 -0.0315999 0.000471628 0.0227058 -0.00068101 4.5289e-05 -0.000616772 0.000682194 -0.000245603 -0.038479 -0.0713061 0.00152738 0.000132914 -0.00138047
internal_weight=110.992 110.85 104.345 3.15509 2.11166 1.10882 101.19 99.423 1.27615 1.76656 1.06046 1.04343 6.50526 5.76795 5.20691 1.85223 1.26208 0.558166 98.1468 4.83725 93.3096 92.4192 91.5077 88.6937 87.5105 3.87825 2.74186 83.6322 81.0036 78.5149
internal_count=2900 2809 2504 144 96 47 2360 2286 55 74 60 48 305 297 247 115 74 44 2231 73 2158 2149 2138 2105 2087 91 64 1996 1976 1945
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=12 3 6 19 18 7 13 2 14 14 17 7 4 16 15 19 19 6 19 18 10 0 5 15 2 19 13 16 0 10
split_gain=0.13305 0.307995 0.512307 0.50808 0.594356 0.688145 0.495195 0.259553 0.243594 0.452641 0.467547 0.337406 0.246658 0.279419 0.650467 0.511751 0.507325 0.554626 0.49683 0.489983 0.599789 0.416384 0.760909 0.518083 0.45998 0.396402 0.533632 0.34639 0.564206 0.970079
threshold=322.29449443480007 93.168516510700016 16.545386580300001 14.351157895250003 14.643918747750002 26.185885009700005 82.390487865700024 296.01432942755008 371.52535269000003 374.37301727345005 199.88268747760003 23.302979953550004 342.29488559810005 13.534968349350001 17.382777826050003 10.350835137000002 11.850956171350001 11.125259939900001 10.550851274900003 15.103091397600002 74.784839814650013 98.615332683000005 13.697488545350001 18.871799531050005 69.280267125550012 13.351077205700003 96.209162656250015 15.164964537700001 95.762878606550018 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 4 -2 -6 -7 8 12 -10 11 -11 13 14 15 -1 17 -15 -17 20 -20 23 25 -18 -24 26 -23 -25 29 -29
right_child=1 2 -4 -5 5 6 -8 -9 9 10 -12 -13 -14 16 -16 18 21 -19 19 -21 -22 22 24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.10543671961276349 -0.084148302674332334 -0.1122699344853479 0.025746593972094979 0.0433266703927533 0.050702741387182476 0.022398915410289762 -0.09931943546625753 0.04686063029817094 -0.091242644804864895 0.024126845585078809 0.045067974995351957 -0.11039851458482992 0.033705793352801938 -0.013271583710904276 -0.10800526833640234 0.069736056580104164 0.06583873596271933 0.074451753542855117 -0.061506486929441079 -0.07718896254643734 0.094082842450589732 0.04322458943738744 0.0085190619029949493 -0.037092077341134587 -0.090671669819825551 0.06121501239540799 -0.06383454005785473 0.0011848140343081878 0.025047564239910038 -0.060632121997175673
leaf_weight=0.44402768307918439 1.1405643878970289 0.72121215143124551 0.42888256353762699 1.6124775920761747 1.4082330709206874 0.57196436760568736 0.80420485208742321 1.2112552463950113 0.82295648641593233 0.30306604877114274 0.97061881590343546 0.48450270551256835 2.2648693731462108 1.1562507075723254 0.77245584335469164 0.93046699682963696 1.2441382199467614 1.9134147156873949 0.43686826335942874 0.82418357540154819 0.57238488050643355 0.81669329258147572 0.61721196677535806 2.341262770103639 1.927619650843553 0.95337858970742662 1.0829457947984336 69.305474383079854 9.3381358956685272 2.6351076178834765
leaf_count=161 39 42 22 35 56 64 83 44 32 11 61 62 76 30 118 37 37 44 61 136 7 35 18 43 89 26 57 1092 137 145
internal_value=-4.259e-05 -0.0137124 -0.0608021 -0.0039321 -0.0233472 0.0015585 -0.0487308 0.000841784 0.000296153 -0.0300337 -0.00138354 -0.0586315 0.00108234 0.000323048 -0.0256245 -0.0057876 0.00142965 0.041409 0.0102213 -0.0199824 0.026734 7.00209e-05 -0.0268606 0.00178296 -0.0666144 0.00859895 -0.0178077 0.000829912 0.00192227 -0.00107948
internal_weight=110.057 6.68754 1.15009 5.53744 3.92497 2.7844 1.37617 103.369 102.158 2.58114 1.75819 0.787569 99.5769 97.312 3.98039 3.20793 93.3316 3.06967 2.7639 1.83344 1.00925 90.262 5.39785 84.8641 2.54483 2.85302 1.89964 83.62 81.2787 71.9406
internal_count=2900 341 64 277 242 203 147 2559 2515 166 134 73 2349 2273 520 402 1753 74 241 204 68 1679 225 1454 107 118 92 1417 1374 1237
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=6 6 5 5 8 5 0 10 13 7 13 10 8 10 13 0 18 18 18 3 13 5 4 2 3 7 13 13 12 17
split_gain=0.132544 0.599558 0.515716 0.91035 0.509299 0.471809 0.449537 0.521101 0.656384 0.841968 0.517904 1.11921 0.804542 0.42231 0.569919 0.659552 0.589967 0.827544 0.786935 0.714799 1.27956 0.680078 1.04312 0.39416 0.378119 0.652172 0.565816 0.474545 0.354751 0.344589
threshold=13.665319288000001 13.775321858200002 15.299679811400003 16.579584939650001 8.1436447804000007 20.950952025950006 97.835679825150024 75.465019721650009 104.51649827935002 23.9444576715 107.97116697695002 71.090898343450007 7.943800736700001 70.865067860500019 109.34496908160001 95.429509798400019 14.371157440600003 14.504139642200002 14.255915995100002 86.302194445500007 111.26990510300001 19.585698137700003 348.92759275185006 147.87428232835001 84.062708822850013 20.778835947700006 98.238948544700023 97.021077011650007 139.31809447045003 174.35320691475002
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -5 7 8 9 -3 23 13 -13 14 15 -12 18 -18 19 -16 -21 -19 -23 28 26 -26 27 29 -10 -1
right_child=1 6 3 5 -6 -7 -8 -9 10 -11 11 12 -14 -15 16 -17 17 21 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10459347529421321 0.055546647019313014 0.025888509879722049 -0.10803763466247773 0.010168281969888435 -0.068120615431176729 -0.063184998154298733 -0.057851886143259437 0.047564021128234983 0.02539366190700414 -0.13532466611761731 -0.098246586837160657 0.025470027334477841 -0.11035222620805146 0.05938432705712321 0.058768462832607352 0.030587248731602942 0.069373249441365289 0.030577005637710569 -0.067204058211990936 -0.09226303740723113 0.00058685145731981786 -0.089110791693891966 0.044039587180736056 -0.0093596297600013721 0.046097202216051972 -0.10911639527591099 0.030317335107419182 -0.08260067588555009 0.097609172015940465 0.0047739827137117385
leaf_weight=0.30204635975678851 2.0204616442788383 0.54802891839244583 1.2626531030400645 2.9965313679422252 0.98053517239168364 1.2395837629665036 1.3032038538949553 2.3693230876815496 1.5363556287375097 0.7923573050647974 1.1936869979690516 0.60853995778597836 1.5392541754990814 1.2334742792299938 2.0113205108791581 0.59564995567779977 2.9149874071590585 4.0116674797609448 1.7856238887179632 1.524768873816355 55.802657790613011 1.4813790977932515 0.97602217263192859 1.3038945481530388 0.44075148645788498 0.70167870173463598 7.2468148397747427 0.78429137496277679 1.2207360001048071 6.2339904180698795
leaf_count=121 34 46 63 124 60 66 36 30 40 9 78 14 67 14 15 7 32 40 23 38 934 31 24 39 5 92 159 53 15 591
internal_value=-5.31937e-05 0.00171047 -0.00695031 -0.0335107 0.00180035 -0.0112966 0.000427047 0.00133717 -1.36683e-05 -0.0694112 0.00115287 -0.000714004 -0.0718694 0.00136439 0.000374512 -0.0553593 0.0017889 0.0251345 -0.00179521 0.000173079 -0.00188273 0.00520037 -0.0362266 0.0359432 0.00616457 -0.0492347 0.0105093 -0.00909988 0.057368 -0.000280157
internal_weight=108.962 86.7734 22.1889 5.49877 16.6901 4.23612 84.7529 83.4497 81.0804 1.34039 79.74 75.679 2.14779 73.5312 72.2978 1.78934 70.5084 9.38406 61.1244 59.3387 57.3274 6.46907 2.4574 4.06099 15.7096 1.14243 14.5671 7.32033 2.75709 6.53604
internal_count=2900 1566 1334 253 1081 190 1532 1496 1466 55 1411 1317 81 1236 1222 85 1137 127 1010 987 972 95 55 94 1021 97 924 765 55 712
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=2 0 6 16 4 14 7 10 5 3 7 5 10 18 15 0 6 16 17 16 12 13 18 3 18 0 2 6 13 16
split_gain=0.129686 0.516697 0.641562 0.411525 0.273517 0.241296 0.197842 0.282707 0.367353 0.182119 0.498264 0.261219 0.379772 0.646682 0.608763 0.36669 0.488148 1.02621 0.760472 0.738327 0.513556 0.716924 0.88488 0.535971 0.384817 0.941386 0.928407 0.404866 1.07725 0.525943
threshold=325.75432260090003 86.780739992750014 15.925372093750001 22.634947069650003 435.94052079065006 414.62864134155001 27.894561215200003 84.906884675850009 20.608876568850004 68.555682326450011 23.220446641850003 2.7861270712500006 83.715897724050009 17.108018746400003 20.203197038850004 97.835679825150024 12.26528657645 14.994964935250001 205.32027903760002 15.919962772200003 218.12027148180002 98.238948544700023 15.064837217800003 75.09401249965002 15.287416123250003 96.249489528150022 86.011634045550025 14.185331438000002 107.37432927200003 18.474956797500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 9 7 8 -6 10 -1 -11 13 15 -14 24 18 -18 20 -19 21 22 -17 -22 27 26 -26 28 29 -13
right_child=1 2 -4 -5 6 -7 -8 -9 -10 11 -12 12 14 -15 -16 16 17 19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.061467744024944274 -0.10852798509016354 -0.10858394068149933 0.10303011749768845 0.095954007727592994 -0.10532721462061967 0.051382531990748173 -0.10184027504233671 0.055922698143669382 0.019119384296653951 0.04950250072531532 -0.10185881429753144 -0.017555717772624265 -0.10615391627360263 0.051368030898720975 0.050221330348866028 0.061374135444222357 -0.1159209993735435 0.018842213618347078 -0.10512286148031269 -0.093823173184761785 0.061580121693797091 0.059185334680394365 -0.10865352715901318 -0.0786569679015586 0.071390958917570732 0.054720581988447869 -0.10885874603213726 0.0020553584296037586 -0.092590534430888188 0.055772807611157285
leaf_weight=0.28268615850538381 0.5447014469391428 0.43561476824106771 0.48139156121760596 0.25742590054869641 0.43384144728770457 0.92607981131004535 0.250491617618536 0.49300611484795809 0.52333282859763131 1.0759147516801011 0.55059842113405466 4.5794389250513623 0.79253553382295538 2.450198024744167 0.36296339239925146 0.55387344030896046 1.3616415034048257 2.1865173184778546 0.61583319993223984 0.79247134248726059 0.37465381715446688 2.7241606634343043 0.68419330861070193 0.99982000258751214 0.43956891633570083 3.6107007802929729 0.81660539450240321 75.250213197363337 1.689531958196312 1.2437789728865025
leaf_count=16 45 27 9 9 43 61 68 12 18 36 236 217 164 63 21 23 50 44 54 42 11 45 67 53 3 56 50 1304 39 14
internal_value=-6.30902e-05 -0.0192253 -0.00230646 -0.0234903 -0.0378836 0.000564817 -0.0197742 -0.00559881 -0.0372863 0.000109846 -0.0464514 0.000487984 -3.14297e-05 0.000624781 -0.0570336 -0.000644901 -0.0184999 -0.044002 9.64493e-05 -0.0111291 0.0122383 0.0305091 -0.0325883 -0.0404312 0.00145238 0.0287795 -0.0457846 -0.000154596 -0.0222902 -0.0018935
internal_weight=107.784 3.41981 2.8751 2.39371 2.13629 104.364 1.70067 1.45018 0.957174 103.438 0.833285 102.605 101.529 100.373 1.1555 97.923 10.2932 4.34063 5.95253 2.97899 5.3367 3.96223 1.23807 1.37447 87.6298 4.86688 1.25617 82.763 7.51275 5.82322
internal_count=2900 231 186 177 168 2669 141 73 61 2608 252 2356 2320 2135 185 2072 389 136 253 86 199 135 90 64 1683 109 53 1574 270 231
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=7 13 13 17 10 7 7 7 17 10 17 12 16 18 9 7 5 6 5 6 13 5 7 7 10 0 0 17 18 7
split_gain=0.13669 0.35181 0.42947 0.310642 0.281328 0.282072 0.239044 0.633019 0.862793 0.619464 0.53388 1.13137 0.506723 1.09892 0.438853 0.379293 0.524273 0.328585 0.285079 0.824728 0.726203 0.690695 0.493738 0.818395 0.599372 0.574064 0.47138 0.527957 0.455038 1.15263
threshold=26.752366550650006 81.98184222990001 92.284013785800013 242.64190980425005 91.28659581940002 27.952168727600004 25.396105459650006 25.138824731100005 195.24502669890003 71.787208999250012 203.08534335880003 218.12027148180002 18.764956119400004 17.108018746400003 213.79200485395003 25.520256579150004 15.755813716700002 5.0951190466500007 17.671168838450004 14.835346625500001 108.21850512495001 17.886193876600004 24.785467646950003 24.052187734100006 75.403185184700007 95.590817286200021 95.897301513100004 179.3150319858 14.385463547100001 24.605072964550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 -2 -6 7 17 -9 -10 11 15 13 -12 -13 -8 -17 -1 19 20 22 -20 23 25 -25 -19 28 -28 -23 -30
right_child=1 2 3 -5 5 -7 10 8 9 -11 12 14 -14 -15 -16 16 -18 18 21 -21 -22 26 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.060442292832050874 0.064220214520084126 -0.10468729061132345 -0.032294218104010078 0.043596746676387937 0.072977023184646606 -0.10125140359220115 0.096226251215424968 -0.10990720287288742 -0.05850555295488874 0.039926645177475274 -0.080199806500236517 -0.10698123261911421 0.030172256389772768 0.049929741432560466 0.038599720947011619 0.056565552971081151 -0.030543028901723741 -0.044017721794286244 -0.071793997254441411 0.087261801369706835 -0.054984922075900416 -0.0012424134614479455 0.052524934230474288 -0.11402887956695791 -0.008343623116338272 0.042169500225523598 0.0075378584999047015 -0.10762522298221949 0.057962346930537291 -0.023189757522818346
leaf_weight=0.86806903698015858 0.81916011753491946 0.65617255251709172 2.4834276359761138 0.68900326645234589 0.14595553938124795 0.2557398813587497 1.4340547998435775 1.2277939520135981 1.2444636316504332 1.3148936259967738 1.936908580362797 0.70046871001250099 1.8636513752862809 0.97593504260294128 0.2939662841235986 2.9139732668918445 0.90567777201067645 0.95560339104849656 1.3547451441409055 1.4079681830480684 1.6616392940632057 62.421711335211512 2.7471000115619972 0.8333588391542438 1.5070485800970344 4.0401604020153172 0.75207422301173099 0.84574170905398205 4.3342907629557876 2.9356322509702295
leaf_count=171 25 182 145 20 10 179 19 45 32 33 103 55 39 26 19 88 25 29 24 11 29 1210 51 25 49 73 22 18 86 57
internal_value=-8.0228e-05 -0.0161386 -0.031044 -0.0158119 0.0306048 -0.0379457 0.000718829 -0.000975615 -0.0409944 -0.00793509 0.014621 0.0338616 -0.0105477 -0.0366005 -0.0639458 0.0523749 0.0359112 0.000773155 0.00139251 0.0149393 0.00626935 -0.00106025 0.0163635 0.00282257 -0.0459754 0.0256834 0.000283932 -0.0534192 0.00151518 0.0251927
internal_weight=106.526 5.04946 3.8286 3.17243 1.22086 0.401695 101.477 90.4523 3.78715 2.55936 11.0246 6.24814 4.77649 2.91284 0.994435 5.25371 3.81965 86.6651 85.7971 13.1529 11.7449 72.6442 10.0833 7.33617 2.34041 4.99576 71.2895 1.59782 69.6916 7.26992
internal_count=2900 561 347 165 214 189 2339 1965 110 65 374 206 168 129 74 132 113 1855 1684 267 256 1417 227 176 74 102 1393 40 1353 143
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=9 19 3 18 17 17 13 10 18 8 16 13 10 16 18 16 13 0 17 9 9 17 6 0 6 15 4 17 19 9
split_gain=0.116843 0.212112 0.467908 0.410411 0.169692 0.168803 1.3782 0.751715 1.46156 0.626783 0.640983 0.876183 1.02609 0.829306 0.904341 0.698152 1.29792 0.687623 0.80066 0.550519 0.410347 0.356614 0.543943 1.18056 1.17545 0.854168 0.382158 0.689906 0.267335 0.531623
threshold=231.85949239145003 14.651182102100002 92.913112988300014 13.434779691800001 239.21206428850002 201.37020668845003 117.38883580790001 64.321360770950022 14.322090334300002 1.7486353823000003 20.719951547750004 112.82921081865001 68.579878449600017 19.559954260300003 14.972610129150002 18.684956306450005 103.58091484995002 100.67200315280002 234.67375690460003 207.97320095065001 47.291708985050008 198.29010168345002 14.905348261050003 90.337570099350003 14.325334709150001 37.261389050600009 184.37197564920004 199.55131508320002 12.250988447150002 202.80137809380003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -2 21 7 19 -9 -10 11 12 -11 14 -14 16 17 28 20 -7 -19 -1 24 25 26 -24 -23 -28 -16 -30
right_child=4 2 3 -5 -6 6 -8 8 9 10 -12 -13 13 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0012174724629421092 -0.074558697985114178 0.074798517615432325 0.034623971099122151 -0.044669751473068821 0.02235739181738311 0.088056947188690407 -0.088937278253167731 -0.11565028106908466 -0.10308513537644695 -0.1178346941320962 -0.091972048800615686 0.10369660955852551 -0.12983973337648611 0.092262146760856312 0.09827225909507388 0.053110891753095718 -0.097750506078796082 0.091516832548502125 0.037216332224666901 0.0047882876456993712 -0.10655791461900921 0.094020477066042746 -0.04999706758296088 0.087741948583109408 -0.12002073063764776 0.040191102631744073 -0.095808921360846164 0.033351846856703581 0.079326390319043441 -0.034209040092791507
leaf_weight=71.333587829423777 0.48896824779512726 1.2081020558252924 1.4820391713874417 1.1665136091760357 0.28652898169821128 1.4907363334787143 1.9439326506108034 1.1992168277502049 0.56545383836782903 0.66994182096095301 0.65028682583943087 0.91977417469024736 0.50668565288651635 1.0915529960766424 0.79369651310844203 2.4113094315398484 1.3288173326873218 0.11687511345371626 1.0112373348820254 1.698743838816881 0.99509310419671237 0.53174765850417216 1.7989564202725885 2.6182212773710489 0.80053563351975743 2.5228105081550893 0.56194887639139812 1.5660138805396853 0.90763057422009275 0.75589469191618264
leaf_count=1922 30 12 27 20 25 16 37 19 137 16 18 11 18 11 16 34 87 3 58 27 115 6 16 23 25 35 42 49 19 26
internal_value=-7.73118e-05 0.000209278 0.0232249 -0.000299708 -0.0387504 -0.000671392 -0.00914668 -8.29307e-05 -0.0101141 -0.000167648 0.00461861 0.0100764 0.00194428 0.0100345 -0.000133585 0.00776496 -0.0107388 0.014504 -0.027178 0.0437074 -0.085739 0.00130469 0.0186038 0.0347522 -0.013784 0.00264984 0.0181918 -0.000756715 0.0505201 0.0277367
internal_weight=105.423 104.647 3.85665 2.64855 0.775497 100.791 19.0569 17.1129 13.9235 12.7242 12.1588 11.5085 10.5887 9.91879 8.82724 8.32055 5.90924 4.58043 2.12321 3.18948 1.11197 81.7338 10.4002 6.93999 3.46025 4.32177 2.65971 2.12796 2.45722 1.66353
internal_count=2900 2845 59 47 55 2786 668 631 588 569 432 414 403 387 376 358 324 237 176 43 118 2118 196 74 122 51 97 91 61 45
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=0 10 10 13 9 4 3 7 15 10 0 18 15 9 5 17 5 2 9 19 18 18 18 16 3 7 18 17 3 18
split_gain=0.108355 0.308538 0.460228 0.641012 0.509203 0.366974 0.459529 0.566292 0.261049 0.467346 0.287767 0.3095 0.433158 0.423027 0.370887 0.288816 0.357699 0.37801 0.28405 0.236395 0.223821 0.329734 0.721481 0.254866 0.269254 0.408641 0.274998 1.20493 0.612127 0.520685
threshold=85.716110573100011 61.917879202350001 61.960894532450006 117.60122400020002 186.67271206880002 176.61467958305005 94.031511570550009 19.617375644250004 43.132842597400007 61.82916008405001 84.95796538030001 11.904475184000002 35.054707749500004 71.82068887245002 23.803605515150004 173.06150329755005 30.133297129900004 123.36062304850002 65.407743180450012 14.651182102100002 12.777826849750001 12.933745112000002 13.030213775350001 22.714946882600003 93.58791597905001 22.806258769100005 13.278511569200001 188.31851043910004 93.249170254600017 13.373311100250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 4 5 -4 -7 -8 9 10 11 12 13 18 -15 -13 17 -17 -1 20 -2 -22 -23 24 26 -26 27 -24 -29 -28
right_child=19 2 3 -5 -6 6 7 -9 -10 -11 -12 15 -14 14 -16 16 -18 -19 -20 -21 21 22 23 -25 25 -27 29 28 -30 -31
leaf_value=-0.024614470553303274 0.038231039190347725 -0.084959927159954568 -0.11113617291127374 0.064109923940767546 -0.10620821029113824 0.10235012559381379 0.07556670067233219 -0.11070400413217962 0.030387568394537507 -0.092991615980577147 0.068494674627675431 -0.10850029259694419 0.1065772672673871 0.068343226309628399 -0.12000745341427875 0.005618349929668252 0.076245777114295504 -0.11374442954172417 0.055075033837017284 0.02995871052037305 -0.034366342423248812 0.062227886680494643 -0.035428966055705002 0.054677683421783085 -0.061110598577440167 0.0056982130096554819 -0.036984862634783983 0.082636168293060641 0.012601416577388797 0.00011321574773146947
leaf_weight=0.78667057392885809 1.52242277964251 1.1506329801050004 0.25542716773634389 0.8293346381979062 0.74381789279505017 0.43131294567137934 0.2874970231205225 0.37754234184103552 2.355490137822926 0.59557672771188652 0.55616323291178549 0.45484240371297335 0.42300858348608006 0.13576650246977795 0.45463136722719355 0.63705467982799724 0.31923026213189576 0.45468019132385962 1.0368170640722381 2.7551555363461366 2.7745776914525768 1.8619375791167829 2.738842927850782 0.82236870191991229 1.8348046643513947 1.8273499738133976 4.0108371351379892 2.4602313134819269 2.5328216415364295 66.692393182362139
leaf_count=24 19 31 19 12 79 6 7 57 38 14 11 47 3 2 83 35 16 53 43 32 38 31 37 15 29 39 44 20 23 1993
internal_value=-7.02432e-05 -0.00889014 -0.0313824 -0.0103057 -0.0397558 -0.00319025 0.0219589 -0.030179 0.00227546 -0.00903523 0.000472996 -0.00757156 0.0132335 -0.00312408 -0.0766948 -0.0392049 -0.0168666 -0.0440933 0.0206962 0.00110968 0.000217395 -0.000443585 0.000666578 -0.000715764 -0.00127064 -0.0277742 -3.31838e-05 0.0178723 0.0471097 -0.00199128
internal_weight=104.119 12.2855 4.07556 2.92493 2.0956 1.35178 1.09635 0.665039 8.20993 5.85444 5.25886 4.7027 2.83689 2.41389 0.590398 1.86581 1.41097 1.09173 1.82349 91.8337 89.0786 87.5562 84.7816 82.9196 82.0973 3.66215 78.4351 7.7319 4.99305 70.7032
internal_count=2900 580 211 180 168 89 70 64 369 331 317 306 155 152 85 151 104 88 67 2320 2288 2269 2231 2200 2185 68 2117 80 43 2037
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=7 16 19 15 18 5 19 18 10 18 19 9 4 12 9 14 6 15 17 6 6 4 16 19 3 4 0 10 15 16
split_gain=0.1052 0.30391 0.526952 0.33079 0.386946 0.375548 0.30295 0.287599 0.287411 0.251011 0.233242 0.206213 0.77589 0.634365 0.428538 0.941899 0.641429 1.07207 0.84114 0.323266 0.507355 0.318655 0.317628 0.386539 0.370431 0.866458 0.720416 0.86043 1.20509 0.940767
threshold=26.752366550650006 9.6249774926000011 11.450923895500003 19.112687623850004 16.203680688850003 14.515626273450001 11.850956171350001 18.645258535250004 90.988176966900014 17.552559642400002 11.050891619700002 214.22994816675003 190.68865001715002 186.295507759 207.37918994975004 181.81034871985003 14.185331438000002 34.761639995350009 199.14656950540004 13.775321858200002 13.265309941850001 270.02171973710006 11.934972090850001 11.950964240300001 81.589327342850012 310.49012963040008 95.762878606550018 70.085415002650009 28.566186095050004 17.844958270700005
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -5 9 -2 -8 -10 14 -13 -14 22 -16 19 -18 -19 20 -17 -15 -1 -24 25 -25 27 -26 29 -29
right_child=1 2 3 5 -6 -7 7 -9 10 -11 -12 12 13 21 15 16 17 18 -20 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=-0.042886631329284754 0.056603158881084338 -0.11955713005723403 0.085972588478760548 0.10023432487812484 -0.10665573610164283 -0.073086863826778856 -0.10438572443206125 0.068863253735953631 -0.10110909790693492 0.0093853838176939097 0.05733519815227496 -0.057268137383000989 0.073364643462286064 -0.047495404411720531 0.039792731663564201 -0.10704339154405669 0.032031444964069199 -0.15129442704201815 -0.023732172175406858 -0.12546446923033314 0.026350060996038718 0.0216928641372027 0.030024428107409948 -0.061259545967267751 0.0023714301778211869 0.039216818139698739 0.031656418260883508 -0.087896046432208719 -0.095229778281155697 0.03586092474525146
leaf_weight=1.5768223370396288 0.93051565322093555 0.55375821862253394 0.1268827538006011 0.43150021616020273 0.5854537557461299 0.47084364620968688 0.29860998902586267 0.44268784433370456 0.25951752744003898 0.55314375355374068 0.14471731655066833 1.1881100048485667 2.2463244694226887 0.84908406366594169 1.9289524141931886 0.6451932527124884 2.2010686227004044 0.76376608615100883 1.599405259148625 1.0133057407801969 0.5109207684872672 3.0814938010298647 4.7767655089119208 2.6844133696286003 59.415479239758497 1.2616303522081578 7.5057605189504093 0.85259535693330635 2.2484511027578264 2.1972142392769456
leaf_count=240 32 102 3 11 93 32 38 13 199 25 13 35 47 19 44 37 54 27 36 22 15 93 186 126 1002 44 94 89 100 29
internal_value=-6.1018e-05 -0.0145211 -0.0301468 -0.0131274 -0.0723444 0.00607452 0.0276701 0.00348086 0.0260183 -0.0305008 -0.0443856 0.000642955 0.0167384 0.0309734 -0.000657124 -0.021816 -0.0394648 -0.0181865 -0.0649597 -0.0842321 -0.0480929 0.0067468 0.00156408 0.00243001 0.000699414 -0.0291352 0.00232957 -0.00107188 -0.0396857 0.00126381
internal_weight=103.344 4.79763 3.46288 2.90912 0.712337 2.19679 1.72594 1.29444 1.33475 0.851754 0.404235 98.5468 7.36501 6.1769 91.1817 8.66261 6.73366 4.56424 2.36317 2.16942 1.15611 3.93058 82.5191 80.9423 76.1655 3.94604 72.2195 64.7137 5.29826 3.04981
internal_count=2900 561 317 215 96 119 87 76 244 63 212 2339 194 159 2145 235 191 117 63 74 52 112 1910 1670 1484 170 1314 1220 218 118
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=9 19 3 18 18 3 19 5 5 5 17 18 7 7 19 13 16 18 15 16 13 8 17 15 0 18 9 9 15 15
split_gain=0.10876 0.162765 0.377214 0.362858 0.175341 0.18005 0.291959 0.177078 0.512396 0.510984 0.517367 0.802824 0.4483 0.633002 0.485336 0.409578 0.662578 0.46731 0.503672 0.512774 0.466969 0.43868 0.4324 0.338872 0.957498 1.281 0.542898 0.969178 0.44567 0.420539
threshold=231.85949239145003 14.651182102100002 92.913112988300014 13.434779691800001 11.257534840550003 103.44111502715002 13.851117550450002 23.953129400350004 24.301614351200005 22.963361893800002 192.70224472390001 13.622618370000001 22.747724408400003 22.477322886550002 14.351157895250003 117.62810858150002 22.694946929300002 11.639306137250001 20.742056627150003 22.614947116400003 116.20860268865 5.9453602998000008 167.86887396990002 39.940798674500009 87.29692395375001 13.278511569200001 195.07922778810004 205.20707599510004 39.283112803100003 38.469938489650012
decision_type=2 2 2 2 2 2 2 2 2 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 9 -9 23 12 -12 13 14 -11 17 -17 -10 22 20 21 -20 -19 28 25 -25 -26 -28 29 -6
right_child=-2 2 3 -5 7 6 -8 8 15 10 11 -13 -14 -15 -16 16 -18 18 19 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.10673197180036076 -0.038231642628772419 0.069009816102030871 0.033647535939115111 -0.042161590292891654 0.00069954720802986657 0.072018258078006256 -0.11523869443440221 -0.074463067082280565 -0.10850099915105112 0.04680267402121057 0.096472731118481717 0.0022932165250923535 -0.042863017707271481 0.10065782915336673 -0.065396205106386801 -0.11277435346761276 -0.0026125888121540444 0.05705141714513156 -0.060965987134101673 -0.055050374104282533 0.07919865265899452 0.051658617114387989 -0.11573596823823584 -0.0086778483637432232 0.081794210472903028 -0.10447749488029744 -0.064602562371057812 0.055846637965746806 0.041155583965721818 -0.036141276305579201
leaf_weight=0.30735887587070365 0.74165586673188855 1.1278398390859359 1.4042504213284703 1.1471873242990112 65.458499464672059 0.22353576977184275 0.13268326368415728 1.2259053050511264 0.30197506951662934 0.76347851270111255 1.9370072899910158 1.6990570811467476 1.4989931478048673 0.78063883446156968 0.77882031688932329 0.79880364848941132 1.7250170485931446 0.21276084607234214 0.5985333285789245 0.56282994949106058 1.9918526944748007 0.81918692719773389 0.45362091829883866 3.7660201508551818 1.0392896467819812 2.2177678052103147 1.314311726135202 1.358537189713388 2.5971906434278926 3.2524253625306292
leaf_count=2 55 12 27 20 1934 53 16 40 36 42 18 26 27 9 10 71 41 14 48 50 70 25 48 40 14 27 24 34 25 42
internal_value=-7.65529e-05 0.000202257 0.0208504 -0.000438057 -0.000574406 0.0506548 0.00226942 -0.000924316 -0.0145454 0.000413816 0.0254615 0.0524646 -0.000228423 0.0272837 -0.00985481 -0.00470514 -0.0374794 0.0120365 0.0198832 0.0333793 0.0479767 0.00411075 -0.0605688 -0.00189231 -0.0194327 -0.044184 0.0204652 -0.00338147 0.000492699 -0.00104431
internal_weight=102.237 101.495 3.67928 2.55144 97.8161 0.663578 0.356219 97.1525 8.69049 88.462 7.458 3.63606 3.82193 2.32294 1.5423 7.46458 2.52382 4.94076 4.63878 3.9724 3.40957 1.41772 0.666382 81.004 9.69593 5.98379 3.71214 2.67285 71.3081 68.7109
internal_count=2900 2845 59 47 2786 71 69 2715 443 2272 132 44 88 61 52 403 112 291 255 193 143 73 62 2140 139 67 72 58 2001 1976
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=12 19 16 15 6 2 8 8 8 6 19 7 17 15 18 9 8 15 6 5 15 16 15 9 4 8 19 17 17 13
split_gain=0.110814 0.424608 0.87943 0.573247 0.704798 0.350082 0.347148 0.314253 0.555767 0.49568 0.634867 0.29904 0.286136 0.743694 0.823038 0.805941 0.356052 0.3453 0.325668 1.05068 0.760392 1.58669 1.06932 0.922769 0.69633 0.502709 0.481432 0.456306 0.538662 0.539803
threshold=92.695913642950003 12.651020723000002 18.634956423400002 27.576031546750006 16.575387281250006 71.847610775600018 8.3434888241000014 8.8430989333000021 8.7431769115000026 18.080422446150003 14.451165964200003 21.725272673150005 184.59783591905003 28.777417478550003 12.868666868750003 190.07378137140003 8.3434888241000014 12.066969111850002 13.665319288000001 15.094471190800002 28.566186095050004 18.684956306450005 28.129673635100001 201.11092673680002 200.91490209630004 8.1436447804000007 13.451085274650001 186.52991945525002 188.16174763880002 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 6 -3 -4 -5 -2 -1 8 12 10 -9 -11 13 17 16 -16 -15 -7 19 25 22 -22 23 -20 -25 -14 -23 -28 -29 -30
right_child=5 2 3 4 -6 7 -8 9 -10 11 -12 -13 18 14 15 -17 -18 -19 20 -21 21 26 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0045264901946103003 0.038068865235763381 -0.10637341736688377 0.045179869693837395 -0.053658788880302226 0.023281384191050459 -0.078703824948016143 0.097374673371711462 -0.0094391280835642716 0.045272715917257192 -0.04223862967988929 -0.11620578184025757 0.045386410219738431 0.0075511189748357788 -0.045861928271704169 -0.16639683599710106 -0.038881465135208126 0.052223825013257112 0.0062491629215792504 0.070435474715281221 -0.066012714035275047 -0.096557224932495314 0.051433593781170531 0.10861986176455687 -0.083508629988591473 0.011262273220683639 -0.092579607818932527 0.045853126316153354 -0.041054984715540435 -0.00069590444007431706 0.042497894842003885
leaf_weight=0.74892261812055749 2.4757382151437914 1.0174614043644394 1.6199478881899265 3.0169530978891999 1.966695087496191 0.50825864853322755 0.60388681857148185 1.2120969324023461 2.7707158183038691 0.6139083104499149 1.030399919953197 1.0653175542829556 10.096221732324917 0.73996953861933368 0.88588237564545158 1.125212674758586 0.74037216091528535 8.1589775402389915 2.1586324481468164 2.827618388713744 1.6220690110203566 2.049056422431021 1.5384504916146395 0.98084241664037097 3.6995242262491956 0.52759837458143088 2.2441950354259452 3.0299433555701389 37.195054657320725 3.1373366280458859
leaf_count=38 30 43 19 41 32 135 7 36 42 29 24 34 716 38 20 26 11 546 38 131 91 34 11 24 60 43 35 51 477 38
internal_value=-5.79899e-05 -0.0106673 -0.019832 -0.00649792 -0.0232959 0.000972014 0.0409616 -4.89336e-05 0.00121295 -0.0277325 -0.0584971 0.0133516 -0.000253173 -0.0144296 -0.0533962 -0.0950517 0.00319429 0.0012674 0.00217088 -0.0118401 0.00543976 0.000704638 0.0332926 0.0163475 -0.00859842 0.00257844 0.00401517 0.00188471 -0.000390853 0.00266401
internal_weight=101.407 8.97387 7.62106 6.6036 4.98365 92.4334 1.35281 89.9577 86.0359 3.92172 2.2425 1.67923 83.2652 12.1587 3.49144 2.0111 1.48034 8.66724 71.1065 13.4514 57.6551 49.2777 8.37745 6.839 4.68037 10.6238 47.6556 45.6065 43.3623 40.3324
internal_count=2900 180 135 92 73 2720 45 2690 2567 123 60 63 2525 776 95 46 49 681 1749 890 859 726 133 122 84 759 635 601 566 515
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=0 9 6 8 18 17 7 9 7 18 7 7 12 12 6 15 18 13 9 12 12 0 3 17 15 18 19 4 2 8
split_gain=0.100138 0.261005 0.727605 0.512503 0.338526 0.550459 0.582916 0.64554 0.288087 0.43821 0.347082 0.350108 0.264195 0.456577 0.231947 0.414121 0.301285 0.346119 0.241937 0.219568 0.249649 0.268122 0.331545 0.570816 0.621856 0.448025 0.402358 0.229869 0.268024 0.554218
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 13.400856420150001 189.27091549140002 22.446731871300006 205.70977008025002 22.372035319250003 12.949570119650001 22.169188248350004 19.152455927400002 143.81891023950001 142.22287473150004 15.745367888000002 20.742056627150003 11.639306137250001 120.78166996855002 66.290220196950017 58.770113158150004 78.909246879600019 85.807518149550006 93.58791597905001 193.01551328760004 36.508287084250007 13.075178189100003 14.251149826300002 155.77228353875003 68.519383356500015 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 3 -3 8 5 6 7 -4 9 10 11 14 13 -13 -1 -16 17 -17 -18 -2 -21 -22 25 24 -24 26 -23 -27 29 -29
right_child=19 2 4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 18 -19 -20 20 21 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.079415095695044291 0.062372487831211701 -0.11112137307015071 -0.095438031095667814 0.10168909869646332 0.039503145072287686 -0.096258068190040014 0.060627690601463127 0.014528255696649981 0.050323471956628889 -0.089107351454673953 0.10625794451055499 -0.10718372113280426 -0.11850002463927134 0.099977157835345304 -0.1205826185926447 -0.10634726686335115 0.08075219402925303 0.10381929574646208 -0.0069794944396350525 -0.032160390239004459 0.028109696911587979 0.0069533051265253101 -0.00075773343052281577 0.027937181355869589 -0.11143559761016682 0.03847703785311702 0.083507036647693156 -0.070342464905302882 0.00048204137047060846 0.030035285598278269
leaf_weight=0.40691118407994453 0.58054496347904105 0.81679557512688905 0.93628653124324168 0.51537652395199973 1.1058759128136442 0.81599002695293155 0.96487331232856366 1.2419260807509998 0.84158330476930121 0.65211392101991794 0.28341733664274205 0.22167430191257143 0.43559321721841116 0.20456983637996018 0.26195224787079485 0.33431736766942766 0.66513240756466963 0.10235083848237991 0.59598784672562033 2.2567612559068939 3.6356464033015063 1.5410806703148403 0.91212123236618925 1.0613917678128926 1.14482270082226 1.5363050852902222 1.2381809074431656 1.5057591734657756 72.62393273061025 0.866636587306857
leaf_count=8 6 40 30 10 34 27 28 42 27 62 2 49 47 4 24 93 12 1 40 35 40 34 11 18 45 21 14 40 2044 12
internal_value=-5.6703e-05 -0.00887918 -0.0235372 0.00673664 -0.00941299 -0.0230766 -0.00407761 -0.0327398 -0.00303966 -0.0138248 0.000154171 -0.00916029 -0.0637306 -0.00775979 0.010712 -0.00355324 0.0145033 -0.0570862 0.0392914 0.00107487 0.00067196 0.00153287 0.000360676 -0.0316236 -0.0623571 0.00161821 0.0410585 0.000185948 -0.000598448 -0.0336745
internal_weight=100.306 11.4027 5.88175 5.52098 5.06495 3.95908 3.14309 2.17821 5.0056 4.16402 3.51191 3.22849 0.861837 0.426244 2.36665 1.95974 1.69779 0.436668 1.26112 88.9032 88.3226 86.0659 82.4302 3.11834 2.05694 79.3119 2.77926 76.5326 74.9963 2.3724
internal_count=2900 580 201 379 161 127 100 72 369 342 280 278 100 53 178 170 146 94 52 2320 2314 2279 2239 74 56 2165 48 2117 2096 52
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=2 0 19 2 7 2 12 2 17 9 0 17 12 15 3 2 2 9 12 6 6 16 9 18 7 19 18 19 12 8
split_gain=0.10004 0.46685 0.567084 0.253568 0.275343 0.211812 0.20615 0.331135 0.328183 0.62455 0.580899 0.432127 0.301051 0.257094 0.272768 0.283454 0.894139 0.613076 0.565623 0.61529 0.666544 0.631713 0.810704 1.2432 0.626686 1.1545 0.759942 1.06337 0.706227 0.481147
threshold=325.75432260090003 86.780739992750014 14.351157895250003 309.73785348360008 24.891451065550005 339.55821382900007 288.67761128475007 279.29267393065004 203.77077094980004 75.115715165350011 86.345209775600011 205.10400128480003 281.66997808940005 46.810838056050009 68.555682326450011 188.32206997295003 185.26507771735001 199.46724415935003 217.64277969395002 16.515385879350003 16.565387047600002 22.644947046300004 205.70977008025002 15.532509816950002 23.496712412700003 14.251149826300002 13.849588037450003 14.351157895250003 226.84167522285003 6.0452823216500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 5 6 -5 -3 12 -8 9 -9 -11 -10 13 14 -1 16 -16 -18 -17 21 -21 22 24 -24 25 29 -26 28 -28 -20
right_child=1 2 -4 4 -6 -7 7 8 11 10 -12 -13 -14 -15 15 18 17 -19 19 20 -22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.075398862917945786 -0.10743140735291551 -0.080588926274853631 0.081052457655809818 0.063038298029386167 -0.025037911865141024 -0.0066720088377883631 -0.090540855585045599 0.02449166343072217 0.096015101914700182 0.0018749200325918541 -0.12820397575276152 -0.02259161910934334 0.061097769366492173 -0.052541904383495042 -7.4463071467354314e-05 0.052595063138842546 -0.01317502561603009 -0.13699613164943999 -0.0016876339608137636 -0.12774135935152792 0.0021180796676873795 0.059463101256151334 -0.11147715825654328 0.023565373671598652 0.087942600591562725 -0.078925192877592698 -0.048693126691333501 -0.08171413804027064 0.058663861876965179 0.096586242860569188
leaf_weight=0.46704559627687459 0.48903401873394559 0.54819731066163546 0.63485486607532937 1.2581211531651195 0.49443133843305975 1.3238832027345777 0.59772895294008677 1.1314382292403031 0.5674914375413207 0.58027927002694901 0.8406828709266847 0.6696663073671516 0.82131798533373412 0.91212892052499128 66.495067287123675 2.8910494101728572 0.79149640671675914 0.80818141880445182 1.533616100197835 0.69662629286176414 0.91366126247157808 2.2830039667896918 1.4071832774352508 1.3222941821441052 1.8706475174985824 1.6893756475765256 0.77154997433535788 0.95335417520254839 2.9771433686546516 0.73790835822001088
leaf_count=204 45 58 18 35 42 110 46 67 9 22 25 40 33 71 1510 121 27 16 63 18 37 29 48 52 14 25 25 10 74 6
internal_value=-5.90324e-05 -0.0180551 -0.000620298 0.000499782 0.0381902 -0.0283169 -0.00019751 -0.0213663 -0.0104554 -0.0309435 -0.0750836 0.031814 0.000830505 0.00027758 0.000821295 0.00122517 -0.00185179 -0.0757313 0.0116766 0.00478139 -0.0540604 0.0108763 0.00251296 -0.0460559 0.0150982 -0.0163222 0.034033 0.0125858 0.0365678 0.0302368
internal_weight=99.4785 2.99597 2.50694 96.4825 1.75255 1.87208 94.7299 4.38729 3.78956 2.5524 1.42096 1.23716 90.3427 89.5213 88.6092 88.1422 68.0947 1.59968 20.0474 17.1564 1.61029 15.5461 13.2631 2.72948 10.5336 3.9609 6.5727 4.70205 3.74869 2.27152
internal_count=2900 231 186 2669 77 168 2592 209 163 114 47 49 2383 2350 2279 2075 1553 43 522 401 55 346 317 100 217 94 123 109 99 69
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=19 10 10 6 8 5 6 5 17 16 9 9 9 7 7 13 19 6 6 3 17 18 13 8 17 16 15 9 16 18
split_gain=0.105736 0.74242 0.717025 0.85244 0.991633 0.585939 0.5694 1.053 0.73366 0.54114 0.522705 1.15921 1.07338 0.841789 0.756722 0.5218 0.397362 0.381172 0.366949 1.04738 1.14724 0.765125 0.622918 0.495763 0.729528 0.50267 1.53601 1.45475 0.855663 0.848636
threshold=14.451165964200003 64.434276012450013 62.837331883000012 16.425383776450001 8.4434108459500017 22.204885925350002 16.465384711100004 22.120912517600004 186.67336014325002 22.634947069650003 200.80358209610003 195.74493321760002 205.70977008025002 22.940014114900002 22.557405306150006 117.62273166525001 14.351157895250003 16.555386813950005 16.285380505300001 93.077108934250006 192.49174628505003 13.809421053700001 117.62810858150002 8.6432548896500023 193.73902333365001 20.784951395750003 38.469938489650012 199.82130058355003 19.974953289850003 14.117867417450002
decision_type=2 2 2 2 2 2 2 2 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 9 15 -6 18 8 -8 -2 11 13 -12 14 -9 -5 -14 -7 22 21 -21 -20 23 25 -25 26 28 -27 -1 -29
right_child=1 -3 -4 4 5 17 7 10 -10 -11 12 -13 16 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 -26 27 -28 29 -30 -31
leaf_value=0.0035602641777010011 -0.055877443706110745 -0.052520612608546291 0.056133431392077784 0.072901464941317884 -0.066136669789198285 0.044056305787229078 -0.0037250347421582601 -0.019201467147189382 -0.084722185026493105 0.016256110830178777 -0.10527099814998005 0.084614603731250251 -0.03323274789854494 -0.11030275899716802 0.08165031925938572 0.0090929057424736243 0.076351344835062729 -0.017393465848663411 0.079239607696028572 0.011628241742594136 -0.096186518492917428 0.0074369807878058086 -0.10846042094711524 -0.11117034202082293 0.010089076701338231 0.071162217066592801 -0.17518397106142683 -0.087995126945155155 -0.055262795447897334 0.024161671312795299
leaf_weight=40.316453923620429 3.1446366695818204 1.9471650206833135 3.1198990242555729 3.429735023470128 1.426384480204433 1.7272691396356092 1.7000239410263009 2.76620654452381 3.2680364521220326 1.5539218725753015 1.2216246160678568 1.7709119069622827 0.62680970510700695 0.71624608075944696 1.0177174291457047 2.0461716065183282 0.70090746085043065 2.4289523129700683 3.3391811959445459 4.3915265700707096 1.273061243991833 2.6712819482199848 0.53747917804866929 0.97154963423963536 1.0139478860073721 3.4818095699301912 0.50668369395862001 1.2282536816783252 2.6344978762790552 1.4967488860711453
leaf_count=1735 45 30 37 37 28 35 24 267 42 26 20 20 33 24 23 36 15 56 20 79 19 38 7 16 29 36 45 16 35 27
internal_value=-5.78349e-05 0.00626975 0.012334 0.0036617 0.0188227 -0.0108349 -0.00175474 -0.0201837 -0.0570057 -0.0320212 0.000556186 0.0160774 -0.0376242 -0.0108934 0.00792345 0.0490582 0.0246172 0.00814422 0.00222423 0.0182505 -0.0126021 0.0473277 -0.00136108 -0.000246586 -0.0492459 0.00171232 -0.00208974 0.0283329 -4.77868e-05 -0.0263913
internal_weight=98.4751 20.8241 18.877 15.7571 11.0585 5.58261 77.651 13.7885 4.96806 4.69856 8.82042 6.27108 2.54934 4.50017 3.78392 5.47591 1.32772 4.15622 63.8625 11.6751 5.66459 6.01046 52.1874 51.6499 1.9855 49.6644 43.4576 6.20681 42.951 2.725
internal_count=2900 330 300 263 192 119 2570 468 66 71 402 334 68 314 290 73 48 91 2102 156 98 58 1946 1939 45 1894 1815 79 1770 43
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=14 14 12 13 14 6 9 2 7 18 17 7 17 17 19 18 18 13 15 16 16 9 7 5 9 12 9 15 6 10
split_gain=0.103247 0.499076 0.487833 0.672098 0.669884 0.625862 0.600383 0.849302 0.532866 0.352023 0.69714 0.645748 0.591087 0.583063 0.462399 0.922321 0.590622 0.451313 0.564879 0.391749 0.342688 0.351881 0.323993 0.28084 0.265613 0.624238 0.542139 0.493588 0.808083 0.866654
threshold=202.65261526855002 204.50376127325003 114.86856072930001 117.59584708395001 181.38224455095002 16.525386113000007 185.50567866740002 95.580212559300023 25.451258541350004 15.269763541350001 199.55131508320002 24.101221167900004 188.16174763880002 196.65693750130004 12.851036860900001 13.5308213324 13.1493823129 117.60122400020002 35.054707749500004 22.674946976100003 18.764956119400004 195.97407267990005 19.468732114900003 17.501078540900004 214.22994816675003 186.295507759 207.37918994975004 34.279674133750014 14.185331438000002 80.468240302450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 9 -5 7 -4 -6 10 11 13 -13 14 23 16 17 18 -16 -19 -8 -22 -9 -1 26 -26 -3 28 29 -28
right_child=1 24 3 5 8 -7 20 22 -10 -11 -12 12 -14 -15 15 -17 -18 19 -20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.01610995764024711 -0.069072770781535911 -7.6974775313174053e-05 0.10096168404935853 -0.089337016727584193 -0.12110567921454068 0.016455300304906783 0.004123199344970979 0.0056427012706554303 0.0079922331704728438 0.046771741928292539 -0.064767443791857851 0.0044771515480489269 -0.11633740885288429 0.067062388101854484 0.0010546480366936586 -0.059045579699101805 0.053866372588246586 0.05345942216302723 -0.081132852065215935 -0.012626758132674151 0.07873570066541212 0.029483459307224298 -0.13702647045641686 0.091627242332970898 0.065067503440888838 -0.0015680998602349814 -0.094212173004415353 -0.065837387804595845 0.045549638071699101 0.050361429244960877
leaf_weight=1.2282629634719477 1.1020185300949368 50.601869335609081 0.32101159822195569 0.92980098281986956 0.84255403009774343 1.4030023925006387 1.613641513045877 0.22925758550991304 0.51525139296063571 1.5169223003031209 1.6806161981075991 0.79148564726346993 0.82923575141467154 1.5560284014791239 2.2112734856927987 2.4977712837571735 2.2605282966978848 1.7845261377515274 1.3448715424165127 1.8035281235352156 3.167750590480864 2.6759879002347589 0.52070212563558016 0.82203775736343221 1.9605045250573301 4.969126880649128 1.37265850638505 2.4960391412023455 1.576836419990286 0.59409353769297002
leaf_count=17 36 1721 4 12 39 38 39 23 25 41 31 26 25 13 48 35 28 28 21 33 25 31 35 43 61 231 49 73 37 32
internal_value=-4.08307e-05 -0.00235262 0.004553 0.0218522 -0.00411155 -0.025711 0.0348625 -0.0351517 -0.0721164 0.000431032 -0.00330606 0.00272405 -0.0573371 0.00900063 0.00252554 -0.00503004 0.00931578 -0.00478068 -0.0300272 0.0202413 0.0449174 0.0561819 -0.0934135 0.0463875 -0.00119602 0.0172842 -0.00345692 -0.0317752 -0.00778234 -0.0505411
internal_weight=97.2192 64.6731 32.546 10.8612 21.6849 2.3328 8.52835 1.07097 1.35781 20.3271 18.8102 17.1295 1.62072 15.5088 13.9528 11.9025 9.40473 7.1442 3.55615 3.58805 7.45738 5.84374 0.74996 2.0503 63.5711 6.92963 56.6415 6.03963 3.54359 1.96675
internal_count=2900 2240 660 207 453 50 157 62 64 389 348 317 51 266 253 193 158 130 69 61 95 56 58 60 2204 292 1912 191 118 81
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=7 7 7 7 16 18 18 9 15 15 17 6 16 3 0 13 15 15 15 3 0 3 16 16 3 13 2 19 6 5
split_gain=0.103817 0.744548 0.537265 0.808564 0.744984 0.686739 0.642481 1.22091 0.576134 0.55815 0.402384 0.601257 0.565556 0.389816 0.441408 0.551048 0.40921 0.613843 0.910669 0.685776 1.15382 1.14677 0.577948 0.584981 0.646842 1.24236 0.523004 0.340311 0.724439 0.973905
threshold=23.789355599150003 23.738191650050002 24.176224535650004 24.252468908850002 22.644947046300004 14.445615684650003 14.194363735100003 199.21354841250005 44.617051254100005 40.896729687200008 199.55131508320002 16.625388449550005 20.719951547750004 92.751805500450018 89.057864029250013 116.20860268865 35.885292828950007 35.194695975650014 34.279674133750014 85.54673771085001 94.776214472700005 86.729659288250005 18.714956236300004 18.384957008000004 83.511574906150017 104.27722550570002 308.2991537635001 14.351157895250003 16.415383542800004 22.782602051550004
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 8 6 7 -2 13 -9 27 12 -12 14 -5 16 17 18 19 20 -16 -21 23 24 25 -22 -18 28 -1 -30
right_child=2 -3 3 4 -6 -7 -8 9 -10 -11 11 -13 -14 -15 15 -17 26 -19 -20 21 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0055953615035012633 0.080279408491376839 -0.075336750543613551 -0.085104735150397126 -0.057929717140687634 0.062626410156944728 0.072628113311314774 -0.044678579409379929 -0.044196581912471354 -0.11132050138029725 0.029360280416446408 -0.0054451406995721062 0.026616470073245115 -0.10917894631372592 0.088788769371654808 -0.095215267466171705 0.092948258806787545 -0.090622042904167782 0.076149414448673902 -0.1386233518671762 0.0877490548322373 -0.00075103675535803964 -0.036456627167389774 0.045316261311779113 -0.10722962029149768 0.073101758717073251 -0.11054080883865057 0.040176250857815538 0.010164666732562012 -0.066737435761487704 0.0004177729676767398
leaf_weight=16.430160154890476 2.4415753574576211 1.3870488203829143 1.1483622292289499 1.3987237401306725 1.809498585294931 2.222900468914303 1.704758425010368 2.1502973164897412 0.48688908343319681 1.9828227781690655 0.90659556287573639 1.0523827096039893 1.2505476010410346 0.4690193198621263 1.3712751670100463 0.61880961991846462 1.0708990112616437 1.0289307192433614 0.48312347300816227 2.062911988003179 14.820319815877165 1.1620962289161978 2.4299841693136832 0.56058417249005188 1.0375679773278523 1.1077180426800612 0.4278361179458442 22.49915103319654 3.9558317039045487 4.7556892062548286
leaf_count=475 21 22 33 21 34 49 34 23 20 27 40 16 21 3 45 7 58 14 13 30 967 26 33 28 22 58 18 343 65 334
internal_value=-3.6013e-05 -0.00305033 0.00354288 -0.00264497 0.00028254 0.0232774 0.0100275 0.0242123 -0.00341174 -0.00890842 -0.00107857 -0.0353508 -0.0655821 -0.00166332 -0.00309749 -0.000376075 -0.00247126 0.000450512 -0.00266062 1.47479e-05 -0.00648415 0.0429929 -0.00038705 -0.00672376 -0.0034028 -0.00838638 -0.0532837 0.00123033 -0.00676496 -0.0300769
internal_weight=96.2343 52.2374 43.9969 33.4945 32.3462 10.5024 8.27945 6.5747 30.5367 4.13312 50.8504 3.20953 2.15714 30.0498 29.5808 28.1821 27.5632 26.0645 25.0356 24.5525 21.3274 3.22501 19.9562 17.5262 16.9656 15.928 1.49874 47.6408 25.1417 8.71152
internal_count=2900 1316 1584 1430 1397 154 105 71 1363 50 1294 77 61 1343 1340 1319 1312 1236 1222 1209 1153 56 1108 1075 1047 1025 76 1217 874 399
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=13 13 17 13 13 16 16 16 8 13 4 6 16 19 13 17 16 19 2 19 5 10 6 8 18 10 2 0 10 12
split_gain=0.107335 0.528872 0.462769 0.337239 0.334023 0.450753 0.319264 0.357214 0.33035 0.316806 0.334132 0.311829 0.310716 0.531714 0.378815 0.369657 0.354825 0.690707 0.466167 0.291829 0.261066 0.259602 0.533161 0.604258 0.566414 0.418666 1.09909 0.5819 0.810839 0.757441
threshold=95.870416931800023 92.692659421600013 172.46189488870002 96.607054459550014 92.138837046750012 13.039969506900002 12.024971880400001 10.664975060650002 2.5480115570500002 73.376087754350024 398.10712430820007 6.9451622726000011 13.534968349350001 11.850956171350001 99.19872809730002 168.97717400795003 14.994964935250001 12.250988447150002 136.00952513250002 13.051052998800001 13.264960807550002 75.403185184700007 13.705320222600003 7.5441126493500006 15.7619177074 72.953999827850012 63.69489481965001 96.055920542800024 71.090898343450007 173.79571344070004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 6 7 8 9 -1 -11 19 15 14 -14 20 17 18 -15 -5 -13 25 23 -23 -25 27 -27 28 -18 -29
right_child=3 2 -4 11 -6 -7 -8 -9 -10 10 -12 12 13 16 -16 -17 21 -19 -20 -21 -22 22 -24 24 -26 26 -28 29 -30 -31
leaf_value=-0.10238001619158626 0.056906348037774029 0.048804967641226486 -0.10470905892106726 -0.10709957913770263 0.055739528620878866 -0.098218979141350263 0.059422823576114982 -0.10577007045720058 -0.10146167269354336 -0.027871608840565165 0.072360246353993019 0.063884583742032972 0.10264775071352683 -0.065431305333955553 0.018021602434885719 -0.092468537128252815 0.0012415432042381393 -0.11319342320261155 0.040817405948560058 -0.0032929457420543041 -0.052823595181676543 0.057272391348438291 0.05479120975633725 -0.10573741951245333 -0.00016238988997973754 0.04196121579857455 -0.092705588176741738 0.089437355380952752 -0.063591363591262703 -0.012575959695810716
leaf_weight=0.19000878679798949 1.0589241311827198 0.24816827360700677 0.94074488719343208 0.52103992190677562 0.92934588537900698 0.51382276504591562 0.75458553372300219 0.36855241926969018 0.26552304987853848 0.52946117962710537 0.89444892518804409 0.38314642570912727 0.84022231027483885 0.68075003291596603 1.4278298050267038 0.77389407762530027 67.257410354874082 0.80311726827494556 1.0497028810495974 0.56392800068715587 0.38352337203832576 1.0814875308424228 2.6716487295925617 0.73658229503780637 1.6387748785200527 0.99539200915023629 1.5494632901391012 1.6592440120875829 1.9860125263221551 1.2966027169022707
leaf_count=126 44 23 121 88 37 65 41 86 143 92 39 5 16 20 42 55 1291 40 31 34 53 21 44 31 79 9 75 17 102 30
internal_value=-3.57844e-05 -0.013422 -0.0726652 0.000808308 0.0024212 -0.0116702 0.00314059 -0.0157517 0.00190061 0.0189058 0.0350904 0.000135559 0.000798374 0.00159876 0.0493722 -0.0437131 0.000299667 -0.0365507 -0.000980214 -0.0531446 0.0055018 0.00145411 0.0212404 -0.00468955 -0.0329005 -0.000168226 -0.0400322 0.00123688 -0.000617969 0.0446885
internal_weight=94.9934 5.63466 1.18891 89.3587 4.44575 3.5164 3.00258 2.24799 1.87944 1.61392 1.42391 88.2998 87.2148 85.6742 2.26805 1.54056 83.4062 2.53357 1.73045 1.08497 0.76667 80.8726 6.12849 3.45684 2.37536 74.7441 2.54486 72.1993 69.2434 2.95585
internal_count=2900 773 144 2127 629 592 527 486 400 257 131 2083 1961 1848 58 113 1790 91 51 122 58 1699 175 131 110 1524 84 1440 1393 47
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=5 5 9 3 18 16 2 0 8 16 5 2 3 0 13 5 13 6 5 5 17 2 0 16 5 5 18 12 15 15
split_gain=0.0989856 0.563546 1.20108 0.986217 0.938744 0.781635 0.75327 0.696285 0.489041 0.950647 0.762414 0.53745 0.504083 1.03221 0.745008 0.540773 0.481272 1.14339 1.19347 0.769237 0.481263 0.474237 0.535019 1.36232 1.31204 0.692438 0.725198 0.616739 0.434359 1.28705
threshold=20.717225865800003 21.197160116700001 198.78883073475004 88.727183679150016 13.849588037450003 22.564947233300003 154.60082690140004 89.738043936200015 8.543332867800002 21.774949080700004 21.324133279950001 91.18717909130001 93.458869988800004 86.597924839850023 117.68187774410002 30.133297129900004 115.02030419500001 16.425383776450001 20.361635946650004 20.206488238950005 189.37128582595003 103.98563613345001 86.280686780500005 22.604947139800004 22.553892743650003 22.334016245700003 13.544020937350002 323.71033162625002 31.385732506450001 32.188927121800006
decision_type=2 2 2 2 2 2 2 2 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 5 6 -4 -2 -3 8 10 -10 -5 -12 13 -11 20 -16 17 18 28 -18 -14 -13 24 25 -23 -24 -27 -26 -1 -30
right_child=1 3 4 7 -6 -7 -8 -9 9 12 11 21 14 -15 15 -17 19 -19 -20 -21 -22 22 23 -25 27 26 -28 -29 29 -31
leaf_value=0.0033898535102819573 0.052572868964415743 -0.2324965336021538 -0.15025439981228852 0.082515006705488975 -0.027095059376000444 -0.036164567478508533 -0.044674097474926032 0.066350172957966344 -0.11759687160542771 -0.091680901322767572 -0.067737125348335633 0.069575848674236371 0.071351117942716771 0.0085004997253918472 -0.051898737725643518 0.042506392620264073 0.064816406141493227 -0.12357063520907544 0.096169150790025415 -0.013740918215775312 -0.00589896331055323 -0.095948903611381892 0.023847563601458135 0.061962808310082378 0.010349336060037073 -0.1001371162359514 -0.0024453535286183092 -0.094588862597418069 -0.12585536985125875 -0.0055791738444822755
leaf_weight=34.414679384946794 1.7809420363628294 0.27740407455712446 1.1740486547350886 1.3338399678468729 1.3088226555846629 2.2425691168755293 0.92732542773228488 1.7092914259992529 0.8524403631745362 1.8140638717450182 0.97913788271034974 1.1828761115175463 2.1056791799874195 2.3749513067305088 2.227353877096903 0.83395253494381893 2.9904497130773953 0.73993011907441442 1.2995922039845016 2.1373958248877898 1.3070604406893833 1.5656801396107791 3.0045064403675479 4.5184557419270277 8.3301458271162083 1.3085865467437545 1.8121608784422276 0.60042823036565174 1.0541118209948752 5.7036941242113244
leaf_count=1527 31 5 12 9 28 28 78 27 33 35 41 35 35 30 64 13 37 15 28 29 38 32 28 49 379 26 21 45 28 114
internal_value=-4.54898e-05 -0.00338922 -0.0306377 0.00114906 -0.0853321 0.00311362 -0.0879226 0.00398333 0.00103452 -0.0159774 0.00898638 0.00477749 -0.00785356 -0.0348833 0.00963597 -0.0261812 0.00310677 -0.000330458 0.00181658 0.032072 0.0417648 0.00795817 0.00451038 0.0203084 -0.0115096 -0.010419 -0.0434093 0.00329404 -0.00116162 -0.0243404
internal_weight=93.9116 45.5717 6.50638 39.0653 2.48287 4.02351 1.20473 37.8606 36.1513 11.5155 24.6358 23.302 10.6631 4.18902 6.47405 3.06131 48.3399 43.212 42.4721 5.12785 3.41274 22.3228 21.14 10.6437 10.4963 6.12525 3.12075 8.93057 41.1725 6.75781
internal_count=2900 1122 99 1023 40 59 83 940 913 248 665 656 215 65 150 77 1778 1712 1697 66 73 615 580 124 456 75 47 424 1669 142
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=14 12 7 5 18 14 18 7 15 7 10 5 17 6 10 15 19 16 6 7 7 16 8 2 5 16 17 17 18 7
split_gain=0.108912 0.414114 0.962669 0.943828 0.453821 0.408428 0.400901 0.348098 0.970795 0.800732 0.430364 0.76583 1.23088 0.576239 0.622034 0.411709 0.938239 0.498636 0.422635 0.329918 0.512345 0.321104 0.379071 0.304952 0.274066 0.246678 0.242069 0.329582 0.315615 0.660881
threshold=202.65261526855002 121.97235442175001 22.726915405250001 22.247999666950005 12.977936149500001 204.50376127325003 12.689322466800002 22.726915405250001 31.385732506450001 22.398098708400003 66.697957758300021 17.671168838450004 184.59783591905003 14.835346625500001 71.381251821550009 23.969938375100003 12.651020723000002 15.444963882950001 12.380289263450001 21.118786167550002 22.087764922150004 21.014950857900004 2.4480895352000007 103.98563613345001 20.485565917300004 14.034967180100002 166.83257850275001 169.61846646075003 13.197799034350002 22.913946662950003
decision_type=2 2 2 2 2 2 2 2 2 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 6 -2 -5 9 10 19 -9 13 -13 14 -12 16 17 18 25 21 -21 22 -1 -4 -11 -16 -7 -28 29 -29
right_child=5 2 23 4 -6 26 -8 8 -10 24 11 12 -14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.10443753893620243 -0.064469692791394501 -0.11568442996453084 0.074495789051085587 0.026612522864070728 0.075033035275471532 -0.044913804548774861 -0.12108083878724236 0.052608972182382668 -0.064421301410796869 0.076700203597546507 -0.066295335643427475 0.025094144204610876 -0.11982824924399445 0.079928740818773839 -0.019622104707303582 0.050865355699030515 -0.1169077957172249 0.079707926426279149 -0.063190972131773465 -0.077955335440453841 -0.0015713238156468288 0.046871971155080502 -0.10428793183235519 0.023397572713312768 0.02489132226338334 0.099631633964833932 0.041762608229770598 -0.011931581247919704 0.00079519157050635223 -0.11843294393708932
leaf_weight=0.11751498281956241 1.0440445697968233 0.78844714496517498 2.6402024930575863 0.44013851269482962 0.74215346958953887 1.2516232492016559 0.31555040957755409 1.4379385132342566 2.7937863732222459 1.6980402088665867 1.1874422067776302 1.0563774695619943 1.3163653883384538 1.0181881412863729 0.33203819109621757 1.8973592189722692 0.63225786166731257 0.88411582855042059 0.82409541349625215 1.3542072308064237 2.4978371309989598 1.3889483707025645 0.3351924453418178 2.0944631390157156 2.561009387485683 0.36317622754722834 1.7917496947629832 5.6470871656601949 51.581574429073953 0.64969047253543966
leaf_count=1 36 10 30 40 11 210 14 17 39 23 20 13 38 9 37 35 28 11 28 34 39 20 96 30 29 8 76 192 1695 31
internal_value=-3.94841e-05 0.00482937 0.0261603 -0.0271265 0.0194894 -0.00245301 -0.0350593 -0.00149087 -0.0118052 0.0127516 0.00162004 -0.00608848 -0.0553068 0.0102706 -0.00131749 0.0143234 -0.00851593 0.0199982 -0.014748 -0.0117803 -0.0284245 0.0230332 -0.0501064 0.0518916 0.045547 0.0426754 -0.0013902 -0.000477258 -0.00178488 -0.0229202
internal_weight=92.6826 30.7168 7.02096 2.28629 1.49784 61.9658 0.755689 23.6959 13.7431 9.95275 10.9494 9.51142 2.37274 7.13867 6.12048 4.93304 3.03568 2.40343 1.51931 5.6937 3.85204 1.84166 0.452707 4.73467 4.25905 0.695214 60.9217 59.6701 57.8784 6.29678
internal_count=2900 660 135 75 65 2240 54 525 283 242 244 227 51 176 167 147 112 84 73 190 73 117 97 60 52 45 2204 1994 1918 223
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=7 7 12 2 5 6 19 18 13 5 15 13 8 9 9 19 10 13 18 13 5 5 16 2 16 13 12 0 5 13
split_gain=0.101593 0.390544 0.444201 0.356015 0.230523 0.315798 0.270283 0.228778 0.492128 0.326844 0.226151 0.381949 0.32364 0.318111 0.225102 0.274455 0.219691 0.215751 0.470171 0.323808 0.265824 0.778702 0.653638 0.59907 0.373067 0.316386 0.293709 1.10919 1.25983 0.836888
threshold=20.778835947700006 21.725272673150005 219.23896387120001 62.731161442750007 26.225713454500006 16.705390318750002 14.551174033150001 14.163996107200001 101.66942111915002 22.665750084250003 35.054707749500004 121.87856088575002 5.9453602998000008 71.82068887245002 217.37165979795003 14.251149826300002 72.953999827850012 117.69263157665002 13.415872650200003 117.68187774410002 23.606333875400001 24.301614351200005 22.614947116400003 217.08409765600001 22.674946976100003 117.64961624655002 133.01805689090003 86.345209775600011 22.963361893800002 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=7 2 3 -2 5 17 -7 8 -1 -10 11 12 13 -11 15 -6 -4 19 -19 20 25 23 -23 -22 -24 26 -3 28 -28 -29
right_child=1 4 16 -5 14 6 -8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 21 22 24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.10659843465864334 -0.0016589914780092093 0.0095465633310392022 -0.029908201420609855 -0.098691318757881896 0.068711206282634871 -0.066370810174191622 0.00088589766682317076 0.074813865612025507 0.075805935979207525 0.0044848535458756498 0.062207209375167397 -0.1247144915838988 0.096387461431919119 -0.10156893562160302 0.091031927028642823 -0.087842684592466497 0.072309480222767356 -0.0036421836928926805 0.06835882564442744 -0.063937527225659541 -0.12194538727092097 0.069894863986360037 -0.11024726384316591 -0.013202371605207864 0.035306156991191745 0.034267454663760459 -0.088116729212848632 -0.0035179082242397922 0.02317534832844385 0.046946110474082425
leaf_weight=0.35735923397441993 0.55383492168039028 23.03024100780749 0.42591605092457019 1.1918476513928906 0.23985222540795703 1.3198398074600839 1.0917795290588399 0.54280523853958573 0.74572153465123836 2.3289665805350541 0.55755546945147205 0.25301131466403592 0.3316542278334963 0.32192555491565134 0.54903103294782341 0.21004583399553667 0.41526602488011122 2.3674045910593118 1.470146063249558 0.79272851487621565 1.0215279185140387 1.1162910552520768 0.43765753807565477 1.0050519203650763 0.29464455737615936 2.8616030123084775 3.0502893805387421 37.67481616609075 1.5260152115770322 3.6003208931069812
leaf_count=38 8 478 38 88 9 39 23 22 19 112 7 7 19 172 14 33 10 34 17 10 35 36 41 19 13 28 55 1419 20 37
internal_value=-3.78837e-05 -0.000873818 -0.0391418 -0.0679069 0.000309482 -0.000267575 -0.0359226 0.0132175 0.00638878 0.0152847 0.00338628 -0.00674982 0.0032572 -0.00839437 0.0480604 -0.00437978 0.0205536 0.000803923 0.023941 -0.000358077 0.000308443 -0.0252026 0.0217329 -0.0680159 -0.0516833 0.00168641 0.000332869 -0.00429498 -0.0510053 0.000883934
internal_weight=91.6852 86.2462 2.58686 1.74568 83.6593 82.6604 2.41162 5.439 4.89619 4.53883 3.79311 3.23556 2.98255 2.65089 0.998929 0.449898 0.841182 80.2487 3.83755 76.4112 75.6185 3.87517 1.84859 2.02658 0.732302 71.7433 68.8817 45.8514 4.5763 41.2751
internal_count=2900 2504 144 96 2360 2304 62 396 374 336 317 310 303 284 56 42 48 2242 51 2191 2181 144 90 54 54 2037 2009 1531 75 1456
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=13 13 13 17 13 8 10 3 7 13 16 8 8 10 0 15 15 19 4 2 19 0 17 7 6 4 14 12 0 6
split_gain=0.103317 0.493349 0.422141 0.323566 0.301709 0.418594 0.28513 0.437848 0.422156 0.282939 0.399886 0.276178 0.276014 0.246588 0.337737 0.61717 0.475502 0.333072 0.28701 0.2122 0.210442 0.259577 0.311034 0.190167 0.185127 0.18014 1.35112 0.893693 0.654774 0.839703
threshold=95.99139754765001 96.429616222950017 92.692659421600013 172.46189488870002 98.238948544700023 6.9445805182500004 80.909147435850016 77.360382703650018 27.821513740700002 92.138837046750012 13.039969506900002 2.9476996444500005 0.84933718570000016 78.220689305400015 98.615332683000005 24.200063469100005 24.857400662900002 12.250988447150002 181.76113425110003 169.65174180905004 11.450923895500003 110.50907145210002 176.45537817675003 26.233880563250004 11.260263094250002 277.00048312305006 274.51613272600008 217.64277969395002 97.483491810050012 14.545339849550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -4 5 -3 7 8 -6 10 11 12 -1 14 25 -16 -17 -15 -19 -14 21 22 -21 -18 -20 26 -9 -27 29 -29
right_child=1 4 3 -5 6 -7 -8 13 -10 -11 -12 -13 19 17 15 16 23 18 24 20 -22 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.10243198719848223 0.080271814198031255 -0.0013301645816193742 0.043408299049594999 -0.088292665652805899 -0.11825629132140199 -0.10755070981578284 0.055570860851979931 0.00088942887324298134 0.016124258908264927 0.05176225954715527 -0.096716398429520359 -0.10083635317022628 -0.10098502404799986 0.062671111321123962 -0.10969235806304918 0.093785286617095842 -0.10424711857223433 0.065045819857785084 0.011543134733964181 0.050851129368319252 0.080828611143559298 0.036930827363319506 -0.10653441092652534 0.014602127724668484 -0.10517040074021307 0.073419639951419188 -0.090661838321990318 -0.056612784397663166 0.074387128604765762 0.0064035918329830993
leaf_weight=0.19552139793813728 0.77426049241330375 0.93092482618521788 0.22804427393566573 1.0251135430007705 0.60158451914321531 0.61682421053410508 0.94308571377769013 54.900168605427098 0.38236215949291363 0.89269113211776119 0.47380977602733754 0.23718947340967123 0.13448672562663011 1.442367693409323 0.7767832719546266 0.39791385573334992 0.29562650586012751 0.28769440390169609 0.22900466146529652 0.20179465436376665 0.57138514815596853 1.1803288558330676 0.33241382945561782 0.2472124369814992 0.33427899924572557 1.9566704777535076 1.6607666396012053 2.4644441196178439 1.1816770369769063 14.893850688808014
leaf_count=125 22 65 24 131 35 57 22 1113 18 37 65 172 50 28 49 10 30 3 27 14 18 108 40 12 23 49 34 98 31 390
internal_value=-4.35281e-05 0.000810852 -0.0133628 -0.0643263 8.3136e-05 -0.0436622 0.000898925 0.000270543 -0.0660359 0.00177248 -0.0116409 0.00248733 0.0118558 0.00107532 0.000134297 -0.0437237 0.0107468 0.0333989 -0.0162161 0.021088 0.0282699 0.0107542 -0.0470828 -0.0501224 -0.0577202 0.00111185 -0.00179874 0.00914368 0.00236013 -0.00254316
internal_weight=90.7903 85.3175 5.47278 1.25316 84.5432 1.54775 82.9955 82.0524 0.983947 4.21962 3.32693 2.85312 2.61593 81.0685 78.7751 1.71754 0.940753 2.29335 0.850978 2.42041 2.28592 1.71454 0.534208 0.542839 0.563284 77.0576 56.5609 20.4966 18.54 17.3583
internal_count=2900 2116 784 155 2094 122 1972 1950 53 629 592 527 355 1897 1816 101 52 81 53 230 180 162 54 42 50 1715 1147 568 519 488
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=16 15 17 16 12 13 8 12 13 5 15 5 7 10 7 19 0 13 9 9 18 6 16 19 19 7 10 10 0 18
split_gain=0.105174 0.772259 0.635868 0.375805 0.310856 0.597583 0.550348 0.518607 0.485869 0.416048 0.620034 0.558827 0.467838 0.565719 0.638633 0.449763 0.427985 0.402804 0.378716 0.680801 0.328841 0.410616 0.327315 0.609251 0.385379 0.302244 0.330795 0.275589 0.476771 0.290688
threshold=17.844958270700005 26.410889167300002 174.35320691475002 18.094957686100003 207.71672397260002 102.26088190785002 7.6440346712000009 194.62888214220001 105.26657809770002 16.579584939650001 24.200063469100005 23.234643166550004 22.372035319250003 75.085947125300024 24.639960683050003 12.451004585100002 97.483491810050012 97.021077011650007 210.39795333110001 218.56826805385003 17.383654746850002 12.26528657645 14.184966829400002 11.950964240300001 10.550851274900003 24.918974924200004 77.898074329750017 78.285212300550015 95.897301513100004 16.203680688850003
decision_type=2 2 2 2 2 2 2 2 2 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 17 9 -7 12 11 -11 -1 -14 15 -15 -16 27 22 -20 -8 -22 24 -24 -18 -25 -27 28 -6 -29
right_child=3 2 -4 -5 5 8 20 -9 -10 10 -12 -13 13 14 16 -17 18 -19 19 -21 21 -23 23 25 -26 26 -28 29 -30 -31
leaf_value=-0.10789372741126879 0.050919483868740491 0.083638606397787016 -0.10641211447444224 0.00077143272034779363 0.019407096032139984 0.091365990222144644 -0.10805984392665585 -0.085547300359133341 -0.021687054528385166 -0.11160442616314264 0.025275435334804003 0.01849586702115507 0.072017603011616013 0.013759783400270915 0.10262419833267244 -0.11931639975664038 0.03900772397551986 0.05792119121783032 -0.10338036677498928 0.034919358329684867 -0.10316083299562624 0.073873500318030527 0.09069769785650178 0.058944664528289184 -0.085443516003122374 -0.11306949663135607 0.0037778551009604328 0.058671328923183934 -0.11072527069819049 -0.0086481701773255554
leaf_weight=0.35275036341045307 1.528864275489467 0.2067829642619462 1.1843810592836232 66.206410242215497 0.56276601614808697 1.4493557499954475 0.67992815817706265 0.87965428677853275 0.51530957923750964 1.2347415404910873 0.91938469134402101 0.45065853523556132 1.2376095636282096 0.39758592045109231 0.476367787021445 0.70309333174373023 0.45189043858408717 1.4395844247846978 0.77996332618567954 0.65472989494446665 0.23192206434032414 0.30112046282738447 1.2181088530924173 0.55613416852429498 0.55370805759594077 0.34349092614138477 0.82227516753482632 0.93220335367368568 0.56339174028835259 2.0563297282315034
leaf_count=34 39 14 95 1269 41 31 31 91 41 92 29 95 22 33 10 57 116 67 43 44 40 6 20 15 90 15 38 38 41 303
internal_value=-5.29361e-05 -0.00603385 -0.0781629 0.00190333 -0.0012013 0.0131615 -0.000934038 -0.0116246 0.0617135 -0.00579396 -0.0407824 -0.076817 0.00486824 0.00972206 -0.0013594 -0.0712468 0.011775 0.0123927 0.00373124 -0.0402666 -0.0619581 -0.00315256 0.0197296 0.0365743 -0.0295183 -0.00171367 -0.030651 -0.00353609 -0.0456952 0.0123506
internal_weight=89.8905 22.1552 1.39116 67.7353 20.7641 8.73191 6.76725 12.0321 1.96467 11.1525 2.60478 1.6854 8.54771 8.19496 6.95735 1.10068 5.85667 5.55428 5.3803 1.43469 1.21297 0.533043 3.94561 2.94001 1.0056 1.7219 1.16577 4.11469 1.12616 2.98853
internal_count=2900 1592 109 1308 1483 639 567 844 72 753 216 187 537 503 481 90 391 490 381 87 77 46 294 88 206 68 53 423 82 341
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=9 13 3 18 15 5 0 10 18 16 12 7 7 6 17 3 0 7 3 6 7 5 0 0 6 6 6 12 9 6
split_gain=0.0982284 0.392139 0.44224 0.213371 0.305546 0.156143 0.23355 0.231664 0.123005 0.342825 0.286968 0.192288 0.290486 0.300989 0.333062 0.189738 0.184972 0.353982 0.478626 0.81872 0.421848 0.461407 0.341192 0.411202 0.296786 0.319441 0.598828 0.490038 0.269945 0.426245
threshold=37.256168974800005 96.209162656250015 66.676450093250011 16.511813275700003 6.4443874091500009 2.5966915737500007 100.13162306855001 82.204984254750016 16.873483924050003 11.599972874200001 171.05377706560003 27.952168727600004 28.835073444300004 8.5201990730500015 182.52313421500003 85.898925725950008 97.835679825150024 25.396105459650006 82.979260196300018 14.815346158200002 25.178984058200005 17.021905087450005 105.70748523110002 102.65877371115 13.775321858200002 13.665319288000001 13.200308423050002 208.33288250865004 54.761416764300009 14.185331438000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 -8 9 15 -10 -12 -13 14 -14 -2 17 20 -19 -20 28 -22 23 24 25 26 27 -18 -11 -30
right_child=8 -3 3 4 -6 6 7 -9 10 16 11 12 13 -15 -16 -17 22 18 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10156233284152737 -0.10280650798871732 -0.10550919861082669 0.097125058047494758 0.093056442239447673 -0.086560702881839591 0.090680601983100462 -0.10199855097247018 0.028976249074549727 -0.10301328294999289 0.037125151881811473 0.038479403473446964 -0.10269033235625978 0.096963514387385791 0.091894146979099131 -0.10163901509813894 0.012842932890474171 0.019604611604070787 0.075896162435741876 -0.062805945567417684 0.06300756635783121 0.010502580808864723 -0.088694230672590593 0.046684698745285497 -0.10589790988855385 -0.074650360438676552 0.057259031405686535 -0.10710707044521053 -0.066483653868815898 -0.032248572515064765 0.0023377881250340781
leaf_weight=0.36429979700915271 0.50084180777775955 0.43814236207981583 0.35860073659569003 0.13050881447270501 0.34523376161814667 0.30065831844694912 0.20966037284233607 0.37947273254394531 0.18593696888638023 2.0625644199317312 2.6244810154457814 0.26578022385365319 0.12337364910490578 0.3193140173680149 0.26759007477085106 0.19792417898497661 2.7660333876847285 1.4837872482603409 1.0122867708560082 1.0576115870208012 0.82173679349943896 1.0920931494911199 0.78935126573196601 0.54715102416230355 0.72965075937099744 0.68116315733641375 0.62269640382146452 0.8689286863664164 3.7750121915087211 63.529960788382596
leaf_count=197 100 67 6 2 61 8 42 13 72 85 126 50 17 17 94 39 108 35 63 22 17 33 33 48 30 14 35 47 123 1296
internal_value=-6.2581e-05 -0.0194977 -0.001453 0.0196995 -0.037287 0.0414162 0.0189646 -0.017635 0.000506249 -0.000302253 0.0181302 0.0243863 -0.0135082 0.019863 -0.0389674 -0.070049 0.000293259 0.00174778 0.0325503 0.00147829 0.000212143 -0.0461023 -0.0152456 -0.0231104 -0.0151194 -0.00632438 -0.0164968 -0.000974575 0.00148995 0.000397903
internal_weight=88.8518 2.52658 2.08843 1.72413 0.475743 1.24839 0.889791 0.589133 86.3253 82.5388 3.78648 3.60054 0.976058 0.710278 0.390964 0.698766 81.84 74.8351 3.55369 2.0699 71.2814 1.91383 7.00497 6.21562 5.66847 4.93882 4.25766 3.63496 69.3675 67.305
internal_count=2900 396 329 132 63 69 63 55 2504 2128 376 304 178 128 111 139 1989 1674 120 85 1554 50 315 282 234 204 190 155 1504 1419
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=9 19 9 6 5 16 16 16 10 8 16 16 6 7 7 9 7 10 7 7 15 15 8 4 9 10 9 9 10 5
split_gain=0.0881687 0.596825 0.882444 0.540923 0.808502 0.550436 0.429943 1.13709 0.822069 0.725603 0.762087 1.56154 0.62533 0.548597 0.75903 0.573263 0.305423 0.668516 0.864674 0.87976 0.939545 0.509059 0.500844 0.442167 0.288584 0.447054 0.284814 0.669513 0.568331 1.24443
threshold=195.74493321760002 14.451165964200003 195.39349636155001 16.485385178400005 21.964328598750004 22.674946976100003 22.554947256700004 21.534949641950003 62.116825104000007 8.6432548896500023 20.784951395750003 20.719951547750004 16.425383776450001 22.726915405250001 22.535351262400003 188.78154115175002 23.102607264700001 68.579878449600017 23.460228855750007 23.974509389900003 24.374738716350002 25.706584583850006 4.9461400813500012 225.05241822990004 70.238863950400017 67.316303128300021 197.58039077460003 197.6620677562 62.837331883000012 21.850554661550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -3 -5 7 9 12 10 11 16 -8 14 -14 -15 22 -18 -19 21 -21 -20 23 -1 -25 -26 -2 -28 29 -29
right_child=26 3 -4 5 -6 -7 8 -9 -10 -11 -12 -13 13 15 -16 -17 17 18 19 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.060133785025117098 0.022674204913093965 0.022834022651990304 -0.097383358806094264 0.067976247154176064 -0.076940304477440713 -0.0018257895070094123 0.043571942136421835 0.092598412681763331 -0.10659132780453602 -0.14589389002598627 0.067693958052806216 -0.21291355079712693 -0.041185695981788471 -0.0066008479685209205 0.056667190248099443 -0.11498137588920741 -0.083086074428157186 -0.12322731574312967 -0.01302518477683008 0.00049946385303482226 -0.11094942330652198 0.089973423272404277 0.066493897299313001 0.018013151408554539 -0.10364616584582782 0.086162677975008026 -0.094034612155787262 -0.063428598724329044 0.010213250588907756 0.0025256522729751301
leaf_weight=1.0588517857113631 6.2547259076236505 2.5578096387907849 1.1193912873350189 3.0129533213330433 1.1900234466083928 1.8074183600838294 1.4909913211886285 1.2632421668386076 1.1072683139936996 0.36020796000957389 1.4266998278471863 0.36518083681585167 2.1460584776323235 0.82371197617612812 1.257019474309345 1.1975839948281644 1.2916114683830517 0.58078756433678602 0.70862397656310383 4.4525360419465869 0.91123153248918232 1.4863236873643471 1.3228548805054741 5.1465604459663155 0.46817393019955478 0.16883651461103 0.74660065653733809 3.8106079612043677 27.01622743498956 11.477276394973158
leaf_count=215 88 33 19 39 34 28 22 15 20 3 31 8 35 14 27 33 28 34 34 544 59 26 19 236 105 7 11 54 874 205
internal_value=-7.01861e-05 -0.00364141 -0.0102593 0.0196486 -0.00884663 0.0418037 -0.00690031 0.000618986 -0.0265938 -0.00526462 -0.00265192 -0.00823954 -0.0137848 -0.0295504 -0.00504107 -0.0708145 -0.0039919 -0.0162506 -0.00564481 0.00338985 -0.0184342 0.056721 0.0101672 -0.000722554 0.0101544 -0.0533383 0.00273447 -0.000162523 0.00149417 -0.0139139
internal_weight=88.0274 38.722 30.1537 8.5682 3.74783 4.82037 29.0344 21.0117 8.02263 19.7485 19.3883 17.9616 6.91537 5.42437 3.40308 2.0213 17.5964 9.43111 8.1395 7.55872 5.36377 2.19495 8.16528 6.84242 5.78357 0.63701 49.3054 43.0507 42.3041 15.2879
internal_count=2900 1668 1534 134 67 67 1515 1364 151 1349 1346 1315 131 109 62 47 1307 725 697 663 603 60 582 563 348 112 1232 1144 1133 259
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=16 13 13 13 10 3 16 17 17 8 5 5 13 18 18 6 5 16 2 17 9 5 16 7 7 6 6 3 0 15
split_gain=0.0945751 0.519286 0.992658 0.746623 0.663386 0.660196 0.794852 0.60173 1.94307 1.39433 0.398224 0.478351 0.486883 0.934282 0.634884 0.59404 0.614371 0.38412 0.498621 0.473115 0.446184 0.797083 0.427153 0.316359 0.304378 0.273204 0.869341 0.692558 0.87301 0.609773
threshold=22.624947093000003 117.38883580790001 117.30011668960002 117.47217800995001 62.106071271500007 92.751805500450018 22.614947116400003 190.94194574995001 193.52305340940003 8.3434888241000014 20.361635946650004 21.042547594650003 117.54207792135001 13.878370392300001 13.3584252364 16.465384711100004 22.120912517600004 22.634947069650003 188.72314814045004 193.01551328760004 184.23786624375001 22.504913082700003 22.694946929300002 23.724432465350002 23.220446641850003 15.785368822600002 15.710367070250003 88.727183679150016 90.337570099350003 33.349666957650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 -3 5 -5 7 9 -9 -7 -2 -12 13 14 -13 16 -14 -17 19 20 -19 -22 -20 -18 -10 26 -1 -27 29 -29
right_child=10 3 -4 4 -6 6 -8 8 24 -11 11 12 15 -15 -16 17 23 18 22 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=-0.00048453445328336582 0.057862620119359658 -0.063854729784638992 0.082665103667591222 -0.087096267500282348 0.058040344130698585 -0.075072999741355478 -0.067191300889706457 -0.11942632126573847 0.068956922909087795 0.075184355300600053 -0.04188733675235258 -0.016554413630705794 0.095754895682871155 0.039510673595617135 -0.14079011607803565 0.05704825785916267 -0.022236166001381411 0.047117598309951964 -0.11277733454168429 0.066250522916465215 -0.10917198330922906 0.0021584946602794929 -0.0098308274001968447 0.050874733147506457 0.0026469545955801702 -0.073907273038426799 -0.081339751983781614 -0.016571951817267019 0.07832376390841074 0.042177262561097474
leaf_weight=39.783807999723649 1.3819088428281272 2.8993436062883111 1.5125529329234257 1.1563807358033944 1.3753910796185653 0.81580159754957859 1.783022046627593 1.3096106964148928 1.0822561280219818 2.5417340242856881 2.1665660637663704 0.83415615050216663 1.6303271800279606 1.155038120690733 0.81151762209628941 1.1011495524726322 1.1311328260635494 1.1795362476259468 0.7183315739239331 1.1082775372778995 0.8380871351109821 2.7640630159294233 0.91830742987804115 1.2414176594465969 1.9208874834585001 0.80921577190747385 1.3757468650728686 4.5636665438960318 2.1643599066883326 2.8826503866584972
leaf_count=1854 20 35 18 20 17 73 36 21 16 35 30 28 17 21 15 17 28 15 27 16 19 68 27 14 37 26 16 263 33 38
internal_value=-6.88814e-05 -0.00181151 0.0028163 -0.0183187 -0.00730294 -0.0157737 -0.00704917 0.00693136 -0.0177818 0.0386754 0.00617236 0.00211329 0.00829099 -0.0294305 -0.0778177 0.0166553 0.0484942 0.00188356 -0.00618709 0.0073806 -0.006264 -0.023744 -0.0550147 0.0160185 0.0265434 0.000474759 -0.0031871 0.0149394 0.0224203 0.0061713
internal_weight=86.9562 67.9764 53.092 14.8844 11.9851 10.6097 9.45331 7.67029 4.31275 3.35754 18.9798 17.5979 15.4313 2.80071 1.64567 12.6306 4.00288 8.62775 7.5266 5.88996 4.78169 3.60215 1.63664 2.37255 3.00314 51.5794 41.1596 10.4199 9.61068 7.44632
internal_count=2900 2538 2248 290 255 238 218 182 74 108 362 342 312 64 43 248 59 189 172 118 102 87 54 42 53 2230 1870 360 334 301
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=9 9 17 9 17 4 15 15 2 15 17 9 5 15 15 15 9 9 17 13 14 4 16 12 14 2 6 8 6 2
split_gain=0.0994985 0.378275 0.47942 0.366074 0.311668 0.259205 0.230008 0.210918 0.210782 0.207938 0.196112 0.190654 0.43881 0.891182 0.520231 0.636818 0.238716 0.252774 0.433501 0.356685 0.175957 0.506439 0.417991 0.490778 0.411893 0.335148 0.64957 0.393492 0.317018 0.616112
threshold=220.28141982375004 215.80505313260002 203.35246479535002 223.24918598180003 196.65693750130004 251.72785308670004 24.673905035600004 35.194695975650014 357.36576196840008 12.603008525650003 207.18249964335004 210.39795333110001 22.443872254700004 34.761639995350009 28.887316431450003 20.478039369150004 209.18175024895001 207.37918994975004 196.65693750130004 113.05772975975002 289.52595814095008 285.80603333175003 22.544947280100004 224.88477233670002 284.05321450735005 213.18429240960003 13.735320923550001 3.3473877318000005 16.515385879350003 291.35280339325004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 7 -3 -5 9 -2 11 -7 -10 16 13 14 15 -13 17 20 -19 -20 21 24 23 -23 -1 26 27 -22 -27 -30
right_child=3 2 -4 5 -6 6 -8 -9 10 -11 -12 12 -14 -15 -16 -17 -18 18 19 -21 25 22 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.00060954900087362726 -0.10283371003514193 0.012931309448943683 -0.018125999164934698 -0.076200854490125591 0.10188140647216232 0.073870442657120547 0.033087902146010602 -0.011263206785237092 -0.087480489381257187 -0.10352460017011123 0.018184481294441592 0.045425685543475529 0.038432702333247318 -0.12447926560916769 0.030343389071395135 -0.085608816710264102 0.046694906406697857 -0.096164256407988716 -0.05209170748141484 0.040823936640717241 0.031640006758157334 -0.062183788373545781 -0.10356720219917522 0.10065985331598562 0.063266529828394896 0.0074279139202250008 0.065887605009525757 -0.086439058778390088 -0.11901020002223824 0.0559703935678788
leaf_weight=51.576528620724275 0.62612685112981059 0.6180704309517745 0.98111588638857927 0.33883188798790831 1.0861356375680769 0.089670751010999417 1.7167001098277976 0.42044564710522536 0.52391820454431481 0.25113580880861264 0.26423479977529496 0.52379079165984821 1.0900168305161058 0.84764363643625973 1.6577225467190144 1.270545755891362 1.1378405286814075 0.72242748933422207 0.78733265015762277 0.86932405945844948 0.5840776899531186 0.51219385996955569 0.86488570638175588 0.28978060022927821 1.0296575300890243 11.244896510033865 2.5093924669490661 0.54608498887682799 0.55236110799160165 0.31653827863192419
leaf_count=1347 37 41 52 16 17 23 54 18 63 39 20 34 32 24 40 53 53 29 28 17 87 56 21 5 16 543 42 38 41 14
internal_value=-4.97049e-05 0.000646155 0.0375619 -0.0167052 0.0696216 0.00484406 0.0181906 -0.0660466 -0.000597312 -0.0568496 -0.0520554 -8.34982e-05 -0.0182379 -0.0326045 -0.0100449 -0.0473581 0.00124697 0.000532765 -0.031523 -0.00333459 0.00162183 -0.00107881 -0.0553464 -0.00334285 0.000640693 0.010926 0.0375362 -0.0254148 0.00293106 -0.0552651
internal_weight=85.8494 82.4065 2.68532 3.44291 1.70421 2.39634 2.05751 1.04657 79.7212 0.340807 0.788153 78.933 5.38972 4.2997 3.45206 1.79434 73.5433 72.4055 2.37908 1.65666 70.0264 54.273 1.66686 0.801974 52.6062 15.7534 3.63956 1.13016 12.1138 0.868899
internal_count=2900 2713 110 187 58 132 116 55 2603 62 83 2520 183 151 127 87 2337 2284 74 45 2210 1445 82 61 1363 765 167 125 598 55
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=7 7 18 17 10 18 15 18 7 7 7 18 2 8 0 16 0 7 6 17 2 5 5 8 8 13 13 13 6 5
split_gain=0.0964166 0.307402 0.361134 0.351386 0.472024 0.275265 0.31392 0.207823 0.298112 0.466904 0.277714 0.336566 0.243073 0.323593 0.673675 0.260377 0.512389 0.715327 0.513211 0.480174 0.558426 0.421614 0.483894 0.613808 0.698673 0.413888 0.367175 0.56227 0.592596 1.93585
threshold=20.778835947700006 21.725272673150005 14.339258036900002 182.28951942140003 61.614083433650009 12.543841250850003 16.522436993950006 12.752103815600002 21.943165609950004 22.124753953150002 22.169188248350004 12.903279561150002 45.36220315740001 8.8430989333000021 86.950112854950021 22.624947093000003 86.001087134900004 22.580174331950005 16.565387047600002 188.84204146815003 108.54085696455002 24.038949512150001 22.504913082700003 8.3434888241000014 8.543332867800002 117.67112391160002 117.66037007905001 117.61735474900001 16.455384477450004 22.204885925350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -3 -9 -10 -11 -12 -13 15 -15 16 19 -18 26 -14 -21 22 23 -17 -25 -23 27 28 -19 -30
right_child=1 7 -4 -5 5 6 -8 8 9 10 11 12 13 14 -16 21 17 18 -20 20 -22 25 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.013435850977522371 -0.11095024815669063 0.049011191796936457 0.063941355011067652 -0.11085788165677467 0.095304989382817173 0.077824186743914378 -0.06989073057832676 0.059000435132287303 -0.072835647372974696 0.059878995047605424 -0.051249995039292007 0.075420281016790047 -0.10160761860672066 -0.09210781041002819 0.0063432793486912099 0.035150114307472731 0.067160659044185722 -0.0011919417737445189 0.047544477980040065 0.076458548101742949 -0.058808634650584057 -0.085176217539384341 0.04541650427030039 -0.063606088286317128 0.021899357997093465 0.0064358056826799822 -0.080326363536464176 0.083680915783509058 -0.12470817728811641 0.02042552059485116
leaf_weight=4.9874973770492934 0.41960630396260945 0.86201237302156997 0.31062888223095786 0.67449043095984951 0.30172069557011127 0.21637517482668045 0.42934926024099695 0.83670176607847579 0.89457827835576509 0.76254415653238439 1.2981458934882528 0.42617402831092377 0.97359943140327176 1.1593250563601025 1.7355213974369688 3.4019934665411693 1.5380443765316147 44.795543208274466 2.0067025084863408 0.48365900479257085 0.82713111251723603 0.79193540660889938 4.7093019726453349 2.0224349293857817 1.81164203165099 1.3070911965332923 0.62295296788215537 0.73597945645451446 1.6249477758537971 2.115563309751451
leaf_count=396 28 25 16 41 3 15 41 19 29 12 25 5 23 45 37 39 54 1685 18 7 55 58 70 28 25 27 8 9 32 25
internal_value=-5.43171e-05 -0.000894339 -0.0365104 -0.0517946 -0.0226533 0.0164518 -0.0203931 0.000183244 -0.000364225 -0.0010174 -0.000162485 -0.000777967 0.000118469 -0.00032318 -0.0330843 0.00103615 -0.00203076 -4.8183e-05 -0.00203984 -0.0484102 -0.00889737 0.0132048 0.0204678 0.0042309 -0.0232039 -0.0281282 -0.00403404 -0.00306947 -0.00438492 -0.0426233
internal_weight=85.0832 80.0957 2.35217 2.04154 1.36705 0.947445 0.645724 77.7435 76.8815 76.0448 75.1502 74.3877 73.0895 72.6634 2.89485 69.7685 55.7241 53.4397 51.9017 2.28439 1.31079 14.0444 11.9454 7.23607 3.83408 2.09903 49.895 49.272 48.5361 3.74051
internal_count=2900 2504 144 128 87 59 56 2360 2335 2316 2287 2275 2250 2245 82 2163 1916 1831 1777 85 62 247 162 92 53 85 1759 1751 1742 57
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=2 12 18 7 6 14 5 17 16 15 10 10 18 12 4 16 3 16 19 16 5 18 3 5 9 7 18 18 17 17
split_gain=0.0979862 0.330859 0.25082 0.46599 0.335646 0.483314 0.309024 0.252689 0.203856 0.49524 0.238694 0.320774 0.30505 0.248272 0.226266 0.212017 0.354291 0.540285 0.218832 0.346265 0.253208 0.637341 0.539585 0.40368 0.564461 0.425447 0.671731 0.455329 0.474805 0.594233
threshold=262.40456346015009 273.64044797740007 13.788608055100001 21.403954852200005 16.285380505300001 386.55805551320003 25.763052016400003 203.93111730270002 13.534968349350001 17.382777826050003 73.365333921800001 83.715897724050009 16.433295803950003 182.87454670205003 180.93811691895004 14.334966478600002 77.360382703650018 16.514961380800003 11.950964240300001 14.994964935250001 20.717225865800003 14.269756697250001 88.918064206450012 21.042547594650003 197.58039077460003 24.252468908850002 13.788608055100001 13.601370067700001 197.22366780595004 194.94351320275004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 -4 5 7 -2 -5 9 10 -1 13 -13 14 -12 -10 17 -17 -18 -20 -21 23 -23 24 -22 26 27 28 29 -25
right_child=2 -3 3 4 -6 -7 -8 -9 15 -11 11 12 -14 -15 -16 16 18 -19 19 20 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10324426086244923 -0.10799126591727766 0.061274036945657029 0.084396422564775531 -0.10844979406824201 0.035148465757240101 -0.0047033657094336084 -0.0042941452727433861 -0.012591886147130983 0.033252362315374019 -0.10494683936716212 0.067675516464255334 0.036432647210456387 -0.10245784673170677 0.060962360360340639 -0.0794363975965411 -0.10441177960558334 0.04780716290572265 0.055540872212353667 -0.05179404720753792 0.0080368052429617195 0.0054975585483991556 -0.16186466055591667 -0.010886955648764239 -0.0037361525755015344 -0.076434418027930759 0.050578613529261442 -0.068319735689867517 0.039926913634153904 -0.061699308637122065 0.053708387892257937
leaf_weight=0.22111557617336064 0.54989304768969194 0.90101684963155904 0.55588070821249846 0.83355733832286183 1.2463271346932741 3.6718968897257582 0.60198862781180651 0.41039085312513635 2.0270042129122876 0.61907422606600437 0.16067292413208656 0.25165975165145926 0.42551026484215981 0.98291817132849246 0.29931316916190553 0.72671126396744401 0.99766019682283413 0.29767439450370148 1.237026837254233 31.980947252333863 1.7048948211595409 0.46605514997645414 0.48106034798547626 21.634119888309232 1.6591926440596578 1.6750685034785409 1.4203684339299787 2.8667169800028196 1.270994986174627 1.9642744237789873
leaf_count=61 38 26 16 46 32 343 57 29 89 124 3 27 265 36 42 54 36 18 43 693 24 35 12 605 19 23 21 34 18 31
internal_value=-6.0682e-05 0.0010355 -0.0106843 -0.00329205 -0.0112023 -0.0229537 -0.0537978 -0.0768253 0.000315378 -0.0254061 -0.00437336 0.00593849 -0.0508413 0.0325859 -0.0280503 0.00136693 0.000448634 -0.0579314 0.00131088 0.000632307 0.00159848 -0.0042606 -0.0851798 -0.00201938 -0.0349119 0.00156959 -0.00124603 0.00218882 -0.00216129 0.00104539
internal_weight=84.141 76.2711 7.86993 6.71805 6.16217 4.91585 1.15188 1.24395 75.37 2.96026 2.34119 2.12007 0.67717 1.4429 0.459986 72.4098 70.3828 1.02439 69.3584 68.3607 67.1237 35.1427 0.947115 34.1956 3.36409 30.8315 29.1565 27.7361 24.8694 23.5984
internal_count=2900 2339 561 466 450 418 95 75 2313 558 434 373 292 81 45 1755 1666 72 1594 1558 1515 822 47 775 43 732 709 688 654 636
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=9 13 12 3 3 5 18 9 19 18 13 13 18 6 13 10 10 17 6 3 15 5 13 13 2 13 5 16 15 8
split_gain=0.0922732 0.348113 0.382034 0.300971 0.190807 0.237966 0.271445 0.228041 0.188281 0.224838 0.145655 0.333933 0.255838 0.292172 0.360899 0.220688 0.322442 0.204103 0.166176 0.66848 0.416461 0.290523 0.402867 0.53264 0.491321 0.346613 0.286051 0.265864 0.363438 0.363166
threshold=37.256168974800005 96.209162656250015 293.71849950985006 66.676450093250011 61.205437797800009 8.2154532140000018 15.078943968800003 48.745053608200003 12.751028791950002 15.974481919500002 95.870416931800023 92.692659421600013 17.327266398450003 10.715250360100002 99.962250206350021 87.184008712350007 84.600400448950026 211.47438991805004 12.26528657645 80.683316952900014 23.304416445750004 16.222050829800004 104.02719889955002 104.12129493415001 154.60082690140004 104.51649827935002 16.664129935850003 13.534968349350001 17.512831095650004 7.7439566930000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 9 -7 11 15 13 14 -12 16 -9 -14 27 20 -20 -21 24 -24 -23 -25 -27 28 -15 -29
right_child=4 -3 -4 -5 5 7 -8 10 -10 -11 12 -13 17 18 -16 -17 -18 -19 19 21 -22 22 23 25 -26 26 -28 29 -30 -31
leaf_value=-0.10153778338872532 0.075146545093001324 -0.1052133108498835 -0.10396597030299795 0.03407249064793387 0.012663797222678248 -0.057256887318662464 -0.103166845062239 -0.03031045117935945 0.07503391033317075 0.067133882941828413 0.010995665908744316 -0.093763825232136777 0.094121221138242839 0.035769478252753208 -0.091590174398897217 -0.10090016756641917 0.097579685836368724 0.013706531034983939 -0.10753476935416223 0.035072367447260819 0.00055251065665181309 -0.1107730925324048 0.088112925462375369 -0.057382466488420748 0.023083195711199465 0.052051390711832228 2.3537713140497865e-05 0.072718082141148041 -0.084193477290496976 -0.0060687520672875932
leaf_weight=0.18564525245892527 0.3408728060676357 0.39546893228543911 0.30706499190637249 1.3818932239664716 0.35548722656676446 0.31952674326021113 0.46955662908658269 0.44625601835286832 0.74682493135333061 0.26650656835408881 0.62139156358898506 0.53985463227581931 0.50459339283406623 0.53579772902594347 0.76527403661748394 0.16480900880196714 0.35315213573630899 0.8428319413214922 0.93161014188080915 2.4292689533904186 0.57741366844857112 0.70502550437686184 0.69283748976886173 1.0370621546171594 0.44874935270127025 1.0747543888865028 63.073544156337448 1.4197710119187834 0.47770654705527704 0.99512608033546701
leaf_count=135 49 67 95 99 39 27 110 52 9 14 32 90 15 24 50 121 9 39 55 48 41 30 8 23 38 18 1437 30 44 52
internal_value=-6.95766e-05 -0.0199546 -0.0019683 0.018012 0.000486781 0.000171792 -0.0532588 0.000723033 0.0417402 -0.000688503 2.78116e-05 -0.0307923 0.000628797 -0.000139135 -0.0456195 0.00446476 0.0261872 0.0438208 0.000708542 -0.000330205 -0.0661762 0.00110028 -0.000130885 0.000895073 -0.058711 -3.19415e-05 0.000895224 0.0222113 -0.020774 0.0402518
internal_weight=83.4057 2.27007 1.8746 1.56754 81.1356 80.7947 0.825044 79.9697 1.33286 0.586033 78.6368 1.50407 77.1328 75.7853 1.38667 0.964217 0.799408 1.34743 74.3987 70.9703 1.50902 69.4612 67.032 65.8782 1.15377 65.1854 64.1483 3.4284 1.0135 2.4149
internal_count=2900 396 329 234 2504 2455 149 2306 50 41 2256 272 1984 1930 82 182 61 54 1848 1698 96 1602 1554 1486 68 1478 1455 150 68 82
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=18 3 19 0 10 9 10 13 3 5 9 8 6 7 0 8 10 7 17 18 16 7 17 13 6 2 2 2 18 19
split_gain=0.0849276 0.177899 0.254941 0.122789 0.229402 0.313929 0.520701 0.495278 0.259469 0.414746 0.393431 0.381687 0.252717 0.24475 0.365055 0.210994 0.315005 0.196216 0.503804 0.377542 0.328468 0.623587 0.577496 1.02376 0.454356 0.704321 0.416425 1.25381 0.36362 1.00397
threshold=11.257534840550003 103.44111502715002 13.851117550450002 85.716110573100011 61.917879202350001 187.38923140910003 61.960894532450006 117.59047016770002 94.92945658615001 29.040033326300005 186.67271206880002 8.3434888241000014 17.215402235100004 19.617375644250004 85.678472159250006 8.543332867800002 61.998532946250002 22.580174331950005 189.37128582595003 13.5308213324 22.634947069650003 22.765858321950002 199.01194954300004 117.51519334005 16.465384711100004 172.77856529855003 104.42372959990001 126.02137215710002 13.482409244300003 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 -1 -3 4 8 6 -6 13 -2 10 11 12 -10 -8 -15 -7 -17 18 -5 -20 21 26 23 -22 -25 -26 -19 -28 29 -23
right_child=3 2 -4 17 5 15 7 -9 9 -11 -12 -13 -14 14 -16 16 -18 20 19 -21 22 28 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.1050212176262928 0.028045702188216781 0.07082663846556736 -0.10942134469433183 0.0020636250083080261 -0.12575453107336329 -0.10982601188417991 0.070765830777625008 0.10391962638066765 -0.087565279294574971 0.013040695801466549 -0.11274620429596499 0.10227247951435021 0.037207216021361365 -0.10915123012603645 0.034577910762689464 0.027679729398168776 -0.10541616432276904 -0.0081985567000421294 0.091154312446843244 -0.00038783176754538407 -0.076998982394003421 0.066764269809044069 0.065554841128287897 0.057108897243439732 0.054061618404343842 -0.057597911663543215 -0.14879032455846705 0.0066155414218348023 -0.0041373796683591146 -0.0073469377871924176
leaf_weight=0.23472481220960517 2.1374672211877606 0.17542546711774776 0.14197651913855225 6.7595025551127019 0.29499823368678368 0.65894911806753931 0.22093283210415371 0.47225858221645467 0.5019793115779978 2.180304727247858 0.66605278145289049 0.22188324108719826 0.23991155442490708 0.42514181227852532 0.30241300084162503 0.39980375071900198 0.32027238975388173 1.9420741910871573 1.2964639267884193 0.690472319634864 1.2626825141123834 2.8391666340176007 1.9475277820602057 2.2189625278115273 1.0418252069503071 1.2340491460636256 1.0590533560898623 1.0183593750844009 44.622442934658466 5.1319543413701467
leaf_count=2 39 53 17 226 10 46 8 6 64 111 38 4 41 72 9 12 48 26 22 43 25 34 40 27 16 24 17 26 1730 64
internal_value=-7.46614e-05 0.0390139 -0.00979977 -0.000337512 -0.0113302 -0.0334109 -0.00485729 0.0202453 0.00015932 -0.0154848 -0.0536449 -0.0128007 -0.0472165 -0.0214167 -0.0494093 -0.0689365 -0.0315181 0.00102292 0.0150758 0.0593429 -0.000888088 -0.00352448 0.0184828 0.00256036 0.02491 -0.00648362 -0.0414884 -0.0726095 -0.000623066 0.0190501
internal_weight=82.659 0.552127 0.317402 82.1069 9.04237 3.09477 1.71574 1.42075 5.9476 3.81013 1.62983 0.963774 0.741891 0.948488 0.727555 1.37903 0.720076 73.0645 8.74644 1.98694 64.3181 56.6131 7.70505 5.75752 4.49484 2.27587 4.01949 2.07741 52.5936 7.97112
internal_count=2900 72 70 2828 508 211 105 95 297 258 147 109 105 89 81 106 60 2320 291 65 2029 1897 132 92 67 40 69 43 1828 98
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=7 7 7 18 18 10 15 15 3 17 17 17 17 17 7 9 9 2 18 15 16 16 18 10 7 15 7 2 17 7
split_gain=0.0901384 0.689818 0.477607 0.36597 1.14127 0.618692 0.614704 1.48437 0.495816 0.449507 0.499144 0.394402 0.388831 0.50422 0.336492 0.310098 0.644664 0.565511 0.562001 0.553786 0.448709 0.811299 0.670508 0.960534 0.68657 0.857459 0.41917 0.557662 0.432942 0.281419
threshold=23.124786352450005 23.147601011700004 23.074695113900002 13.340835220050002 13.3584252364 64.221887820150016 33.947667408500003 31.506101402100004 93.356708579850007 191.89151741935004 191.06791329340004 188.16174763880002 186.52991945525002 187.45953903175004 22.806258769100005 195.97407267990005 197.58039077460003 68.519383356500015 13.24392582145 35.194695975650014 22.614947116400003 22.544947280100004 13.512826932300003 68.579878449600017 23.974509389900003 24.374738716350002 23.824098587650003 89.221398707850014 176.76352991180002 23.477153707700001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 -6 10 11 12 -1 -14 -13 17 19 -3 -18 -17 21 22 -19 -24 26 -26 27 -25 -29 -20
right_child=1 15 -4 4 5 6 -8 -9 -10 -11 -12 14 13 -15 -16 16 18 20 29 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=0.0047266343230617791 0.081189216200559841 -0.086759098819887595 -0.063708326395779488 -0.19659039752620525 -0.12487813816759052 0.012990132650991812 0.090051927165737233 -0.14861735423237216 -0.010891394021733405 0.053561011803787244 -0.06917175786316139 0.041680880847826049 -0.090880790955698537 -0.0062474136535829797 -0.018680847479097113 0.0019539183694683169 -0.11282391975890903 0.1034652669983829 0.032492795220048346 0.076478588221129296 0.046738863774603401 -0.09880571660558804 -0.08980013544732604 0.10497883326833146 0.0016337132392645886 -0.10999401461627378 0.096571211618320496 0.086634502915024267 -0.097688459249816118 -0.00052641662786088777
leaf_weight=9.791237544463927 1.0887116035446514 0.96182304741523594 1.3019076697164553 0.35211827198509027 0.77006851392798104 4.10584508203101 0.71502933651208866 0.65966871421551321 0.75646589661118924 1.7481301722873457 0.97359085122297884 3.9728688176073765 1.0848159693414339 2.0049802695866674 1.203232180472696 1.8114666831097554 0.43041390576399763 0.53930931628565204 2.8090798177290699 2.2179712368524633 1.3710282865213219 1.0191183420247387 1.3210571793133548 0.36705671250820182 4.1116445970292261 0.82644245304982167 1.0349649499694349 0.17320465936791152 0.48217200275394134 31.81743133326745
leaf_count=491 12 32 24 8 15 239 5 10 31 30 21 73 23 37 25 33 15 8 39 24 24 18 29 3 536 60 17 7 53 958
internal_value=-6.70677e-05 0.00242117 -0.00449442 -0.00175467 -0.020918 -0.0120902 0.00359217 -0.00938047 -0.0683926 0.00503236 0.000574598 0.00433513 -0.00503339 -0.0359619 0.0276492 0.000749328 0.00509465 -0.0131633 0.000740642 0.0429754 -0.00686896 -0.0143118 -0.00458837 -0.0115954 0.0031731 -0.0170484 0.051708 0.00629483 -0.0489751 0.00215227
internal_weight=81.8229 52.3829 29.44 28.1381 7.3592 7.00708 5.48054 4.76551 1.52653 20.7789 19.0307 18.0571 12.881 3.0898 5.1761 51.2942 39.0864 12.2078 35.0569 4.02944 11.246 9.87497 8.85585 8.31654 6.99549 4.93809 2.0574 1.02243 0.655377 34.6265
internal_count=2900 1868 1032 1008 308 300 254 249 46 700 670 649 551 60 98 1856 1069 787 1012 57 755 731 713 705 676 596 80 63 60 997
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 4 2 6 8 10 2 17 8 17 5 8 8 14 19 15 17 2 4 14 18 4 0 7 9
split_gain=0.0858379 0.282691 0.363897 0.223817 0.202158 0.282182 0.266065 0.265244 0.205763 0.216838 0.496552 0.276764 0.508393 0.436444 0.2816 0.473658 0.597496 0.620529 0.337617 0.880006 0.407935 0.334007 0.250026 0.207504 0.399441 0.275051 0.632523 0.560083 0.35354 0.785707
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 21.725272673150005 329.34765841865004 62.731161442750007 18.155424198600006 8.8430989333000021 64.321360770950022 59.615984903700003 181.49225329600003 8.7431769115000026 183.58889821140002 21.324133279950001 8.4434108459500017 8.2435668022500028 224.77131425235004 11.450923895500003 12.209425427750002 174.84606933240002 62.731161442750007 161.23541642690003 162.85769004780002 13.086509421050001 165.01827963435002 85.509099297050014 23.124786352450005 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=4 -2 -3 -4 -1 6 7 -6 9 11 -11 12 -7 14 15 16 17 18 21 20 -20 -13 -16 -24 -25 27 -27 -26 29 -28
right_child=1 2 3 -5 5 8 -8 -9 -10 10 -12 13 -14 -15 22 -17 -18 -19 19 -21 -22 -23 23 24 25 26 28 -29 -30 -31
leaf_value=0.022962881974756252 -0.11483183347431858 0.079328423719399008 -0.10449411205277495 0.08157904242683528 0.0025175286085077214 0.020481677623513109 0.024950375057732788 -0.085053891704650969 0.049382875195481631 -0.071953035796068904 0.014249921600659366 0.071222703632531845 -0.070166002335789165 0.044171639050252363 0.061050460962835486 -0.10284068571343004 0.067057704604624041 -0.11104662829956342 -0.10496738900805123 -0.16255734452269915 0.029707048038751155 -0.016885630153244884 -0.027453562005284912 0.079649668918855415 -0.037364899995363465 -0.10579580906615496 0.014743501412936509 0.049596318893447899 0.0052211800598499156 -0.042036585835783312
leaf_weight=3.7511083713288818 0.27809226379031216 0.33801947330357507 0.29397436948056566 0.082865133881568909 0.50762816471978967 1.0738947259669651 0.5247444302895018 1.0854731572653689 0.84140164696145703 1.3197822967777022 1.3535315611370604 0.78032773160884905 1.4596815373515708 2.359678411652566 0.71851498465548402 0.62727549976625585 0.82640837784856547 0.71195908240042616 0.28612430151406432 0.43698732976918098 1.0513954222114987 0.95903648220701143 2.3440928896889082 0.67022644355893035 0.99204359042778323 0.55828794662374903 4.5200430076365574 2.9224242309865076 41.877568021016486 5.288451373395219
leaf_count=249 20 8 117 2 8 17 37 99 37 43 30 49 38 45 13 25 14 22 96 18 102 29 36 8 32 11 134 60 1410 91
internal_value=-6.34584e-05 -0.0292842 0.00399522 -0.0635776 0.000299917 -0.000817227 -0.0368078 -0.05715 0.000213097 -0.00035257 -0.0283074 0.000707995 -0.0317436 0.00191832 0.000397774 -0.020883 -0.0107073 -0.0259151 -0.0086663 -0.0393548 0.000897283 0.0226422 0.00241583 0.00170385 0.00290654 0.00199065 7.50056e-05 0.0275577 0.00121857 -0.0158706
internal_weight=80.841 0.992951 0.714859 0.37684 79.8481 76.097 2.11785 1.5931 73.9791 73.1377 2.67331 70.4644 2.53358 67.9308 65.5712 5.67951 5.05224 4.22583 3.51387 1.77451 1.33752 1.73936 59.8917 59.1731 56.829 56.1588 52.2444 3.91447 51.6861 9.80849
internal_count=2900 147 127 119 2753 2504 144 107 2360 2323 73 2250 55 2195 2150 355 330 316 294 216 198 78 1795 1782 1746 1738 1646 92 1635 225
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=15 5 5 7 0 16 17 6 6 3 5 9 13 13 13 6 9 19 16 7 6 5 15 17 9 9 5 6 6 3
split_gain=0.0855322 0.366838 0.352627 0.426657 0.222873 0.119202 0.460662 0.820582 0.594129 0.506823 0.432425 0.421152 0.410163 0.863369 0.768988 0.55557 0.680641 0.73847 0.914817 0.381102 0.363485 0.350176 0.594092 0.298853 0.230573 0.292046 0.693978 0.186458 0.580255 0.53336
threshold=46.074827201850006 24.375372008600007 24.437854605800002 23.539316666200005 79.882156430000023 22.624947093000003 199.01194954300004 16.395383075500003 16.495385412050002 93.394346993650018 21.005083245250002 190.24759545780003 117.38883580790001 117.30011668960002 117.47217800995001 16.415383542800004 197.6620677562 14.451165964200003 22.574947209950004 23.669449516850005 15.710367070250003 21.623222698850004 41.403124198950003 187.59608338195002 193.75542554275003 200.12618528045002 28.372909273050002 15.785368822600002 15.710367070250003 88.727183679150016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 12 7 -7 9 -9 -10 23 13 27 -14 -16 17 18 21 -18 -8 -17 -23 -12 -13 -26 -27 28 -1 -29
right_child=1 2 3 -5 -6 6 20 8 10 -11 11 24 14 -15 15 16 19 -19 -20 -21 -22 22 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.0003017141565112893 -0.088538956438668825 0.084084362382433039 0.018103015799499283 0.019088990553531509 -0.10724689853090928 -0.057164595317168637 0.0062126682220625187 0.094379219091986766 -0.06462286844967069 0.016788606003718329 -0.0024320016593206589 -0.064391624200776862 -0.066733768114803013 0.08177436303012682 0.038351958715134228 0.097026113080281862 -0.092794089805040336 0.04905233571654638 -0.075800295938018972 -0.015851944544117536 0.085048114313076573 -0.081736096439469552 0.10964107834235566 0.06296510770239383 0.032191476666969782 -0.11366385881278199 0.028254534010911211 -0.066590144021968736 -0.068413407195806852 0.020141407941450775
leaf_weight=37.213757692372383 0.57380448805633877 0.41674902173690531 0.18878459557890925 1.2412392299447672 0.57045431697042659 2.0388325392268589 1.074378517456352 1.3206043876707538 1.0287974663078783 2.3222211640095338 1.2580651361495259 0.82231925096130032 2.5359573873865875 1.3436631975346234 2.2751585264049918 0.54393586330115817 1.478292757063173 2.0893854767782614 1.719273491122294 1.1403046348132191 1.2835789556847883 0.43378705087525304 0.25909217540174723 1.5718466341495512 1.2143537080846729 0.62065577818430007 0.77457450213842094 0.771959598059765 1.2942652775673185 8.6981590598397798
leaf_count=1849 21 6 4 38 85 29 22 13 13 43 20 18 30 17 28 7 26 28 29 19 27 65 2 21 20 30 18 26 15 331
internal_value=-6.79989e-05 -0.0166598 0.000403021 -0.0170299 -0.0760787 0.000575438 0.00846854 0.00107799 0.0119389 0.0449169 -0.00453892 0.0053327 -0.00138264 0.00271467 -0.0175817 -0.00504076 -0.0179223 0.00354672 -0.028617 -0.0592886 0.0491276 0.0369716 -0.0101734 0.0338922 -0.0182172 -0.00366689 -0.0348766 0.000500546 -0.00259097 0.0130715
internal_weight=80.1183 2.99103 2.41723 2.00048 0.759239 77.1272 15.3302 12.9723 10.9334 3.64283 7.29061 6.26182 61.797 49.3218 12.4752 9.93923 7.66407 5.04547 2.95609 2.6186 2.35796 1.23682 0.692879 2.82991 3.4319 2.60958 1.39523 47.9781 38.508 9.47012
internal_count=2900 154 133 127 89 2746 274 225 196 56 140 127 2472 2238 234 204 176 131 103 45 49 74 67 41 86 68 48 2221 1864 357
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=2 12 18 13 5 3 7 5 2 19 16 15 10 10 18 12 18 17 9 7 6 16 0 7 17 7 7 12 17 7
split_gain=0.0938018 0.247109 0.238917 0.455902 0.448377 0.32796 0.246317 0.206628 0.353893 0.195917 0.173666 0.416201 0.194638 0.241762 0.260974 0.209082 0.180173 0.226973 0.390622 0.637794 0.400823 0.390936 0.512623 0.301234 0.284287 0.268844 0.521875 0.512711 0.489931 0.395047
threshold=262.40456346015009 273.64044797740007 14.339258036900002 117.55283175385001 20.361635946650004 73.962171626800014 21.841300704500004 23.151456684850004 306.79166931755009 9.4507625164000029 13.534968349350001 17.382777826050003 73.365333921800001 83.715897724050009 16.433295803950003 182.87454670205003 17.108018746400003 203.08534335880003 208.47660979520001 24.005763052250003 16.180378051950004 18.684956306450005 94.88644125605002 25.334697901700004 202.56512036810003 25.396105459650006 25.520256579150004 123.93044755685001 200.83528241485001 25.138824731100005
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 9 -7 -2 -9 -4 11 12 -1 15 -15 -14 17 24 19 -19 -20 23 -23 -21 25 28 -27 -28 29 -12
right_child=2 -3 4 -5 -6 6 -8 8 -10 -11 16 -13 13 14 -16 -17 -18 18 20 21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10244428524107059 -0.11761536526370718 0.055292482046981783 -0.10220333366154571 0.0081545517072259613 0.048994793122776131 0.088035257322532368 -0.065188074495230758 0.035593124474543401 -0.088530955750401 0.025080873501958329 0.0031264854045677522 -0.10423201557327716 -0.029869998270033477 0.033816921545752984 -0.10188900543622577 0.056228759875761661 0.041350777362606957 -0.063964630947376852 -0.072478204551087749 0.034654736685986391 0.01060403713101099 0.0011174070198082537 0.089196791752066337 -0.06895137704896788 0.054775372268504298 0.087216690852739975 0.09162191148071458 -0.016599913175745964 -0.051998689723373515 -0.05497948412630696
leaf_weight=0.18586219785993296 0.57565973143209637 0.83020081331778683 0.13256418130549752 1.4299762876180464 1.4750749539962269 0.11402578512206663 1.3132972296152727 0.36672601953614503 0.61474826836274588 1.3775213268236255 51.829568497100809 0.52764718406979216 0.41323218565958064 0.23458884938736435 0.35792328053503297 0.88844785693800077 1.1095850743440667 1.1567682267632324 1.8366990273934791 0.46832033543614693 0.84913825395051379 1.4244564615655693 1.2324907802976666 0.70021594228455797 1.0343411326175544 1.0589231876874685 0.5449348529800776 2.2259773870027857 1.7475741496309627 1.1970808030309843
leaf_count=61 36 26 77 43 62 4 133 19 53 134 1243 124 45 27 265 36 55 27 84 14 23 30 14 50 19 20 11 82 41 42
internal_value=-5.27353e-05 0.00105128 -0.0107733 -0.0326124 0.0040111 -0.0185783 -0.0529474 -0.0700503 -0.0421522 0.0139071 0.000417251 -0.024911 -0.00478969 0.00479239 -0.04816 0.0288958 0.00138265 0.00072375 -0.0154711 0.00110037 -0.0462114 0.020775 0.0419752 -0.0274286 0.00280603 0.00188879 0.0275032 0.00468327 9.78186e-05 0.00181474
internal_weight=79.2536 71.854 7.39959 2.98711 4.41248 2.93741 1.42732 1.55713 0.981474 1.51009 71.0238 2.6077 2.08005 1.89419 0.592512 1.30168 68.4161 67.3065 7.66809 4.98225 2.68584 3.82548 2.65695 1.16854 59.6384 58.6041 3.82984 2.77091 54.7742 53.0266
internal_count=2900 2339 561 151 410 348 137 108 72 211 2313 558 434 373 292 81 1755 1700 242 135 107 108 44 64 1458 1439 113 93 1326 1285
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=0 10 17 7 9 15 6 14 17 17 17 6 18 19 9 3 4 3 6 18 17 2 7 9 3 0 9 6 18 7
split_gain=0.0844367 0.283953 0.28144 0.315077 0.259706 0.23432 0.194963 0.392679 0.189928 0.475175 0.30848 0.304191 0.226101 0.199441 0.211704 0.174321 0.186286 0.244443 0.533197 0.289064 0.749087 0.644972 0.412414 1.1698 0.755261 0.677576 0.787435 0.405187 0.39197 1.00757
threshold=85.716110573100011 61.917879202350001 189.27091549140002 22.535351262400003 179.80632259800004 25.575018159450003 16.475384944750001 228.98450747040002 168.75790693355003 167.56787829315002 169.61846646075003 14.275333540900002 13.901940775400002 10.750867412800002 38.136666659400014 93.770731131900007 141.65724256140001 93.58791597905001 16.475384944750001 13.278511569200001 184.59783591905003 151.19096455890005 23.195026784100005 192.09062119805003 92.359290613450014 89.528344202050008 185.04294426330003 16.475384944750001 13.954623666350001 23.824098587650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 7 -4 9 11 -10 12 -2 14 -14 16 -12 19 -19 20 -18 27 23 25 -25 -21 -27 -22 -24 -30
right_child=8 2 6 -5 -6 -7 -8 -9 10 -11 15 -13 13 -15 -16 -17 17 18 -20 22 21 -23 28 24 -26 26 -28 -29 29 -31
leaf_value=0.0029332268284665611 -0.10547217393900694 -0.044699698469992229 0.045730534217339885 0.068229250507025149 -0.075215635683340165 0.089896404372845962 -0.11541119122816475 -0.1073173789383078 0.075655625587716019 -0.15571234455905386 0.043650127216408256 0.10255517092416543 0.062029863209850489 0.065094563558820304 -0.10278794309931516 0.02448269010556145 -0.044360080591751561 -0.10856823309799664 -0.0017303701251931516 0.058326665442154139 0.081265142859075878 -0.019182368102062305 0.017059588378032658 -0.015307030758044755 -0.10767169540923699 0.0088106988876092123 -0.1044588355271166 0.01910880999995547 -0.059083549514678514 0.001806675041160697
leaf_weight=6.0793682707007957 0.28609882039017864 0.27238604509693709 0.31664560362696625 0.40663269270589797 0.66422564134518325 0.24630003008678614 0.55374919117821264 0.35625433104360127 0.56185984017792989 0.26584089719835891 0.96937223710119624 0.20667994968243875 0.11647120506313513 0.27771280100569129 0.23552863821169012 3.0829775723977937 1.4811257554974862 0.65844483391629127 1.607702465742477 1.7913181496405721 2.5080662546679378 1.5935242306441066 12.489843310555441 1.6199814912397417 1.9520464194938538 2.6405872132163499 0.79959291964769352 1.802534290589392 2.9914614993176647 29.682093586581686
leaf_count=369 28 53 7 26 49 17 26 33 15 15 11 4 39 5 87 47 30 28 41 31 33 27 148 16 33 168 9 22 99 1384
internal_value=-5.27095e-05 -0.00922692 -0.0354772 -0.00770661 -0.03381 0.0192138 -0.0714636 -0.0352978 0.00111949 -0.0354968 0.00186453 -0.00702596 -0.0317562 0.00173537 -0.0482523 0.00125185 0.000142967 -0.000519966 -0.0327729 0.00067135 0.0192265 0.035178 -0.00186787 -0.021668 -0.0657826 0.00845312 -0.0175163 0.0552737 0.00199169 -0.00376819
internal_weight=78.5164 8.89556 2.81619 1.58954 1.18291 0.518686 1.22665 0.6729 69.6209 1.38833 68.2325 1.12249 0.915811 0.629713 0.352 67.6707 64.5877 63.6183 2.26615 61.3522 7.38525 5.90412 53.9669 8.80353 3.57203 5.2315 3.44018 4.3106 45.1634 32.6736
internal_count=2900 580 211 145 119 70 66 40 2320 178 2142 163 159 131 126 2127 2080 2069 69 2000 112 82 1888 257 49 208 177 55 1631 1483
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=7 7 9 15 7 4 9 7 7 2 9 18 0 10 10 6 3 10 9 7 16 7 13 17 17 6 6 5 0 3
split_gain=0.0896605 0.764523 0.60035 0.39594 0.365726 0.57479 0.873097 0.553404 0.546601 0.395951 0.384944 0.310597 0.734426 0.522308 0.671133 0.294435 0.273575 0.844132 0.315934 0.353445 0.255136 0.339177 0.402172 0.232074 0.429996 0.443779 1.04796 0.844857 0.625799 0.94494
threshold=24.390191290350007 24.575790737200006 207.56260994255004 29.198705243000003 23.789355599150003 168.72122291465004 200.63976601170003 23.974509389900003 23.738191650050002 222.38716625935004 204.17620834730005 13.934548574650002 92.031298721500022 71.225321249950014 75.551050381850018 5.0951190466500007 86.302194445500007 69.276189105400007 189.78071820640002 22.806258769100005 11.599972874200001 21.725272673150005 98.238948544700023 206.02826764000002 205.32027903760002 16.265380038000004 14.955349429350003 19.861308675400004 93.972365491700018 84.807411725000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 -6 11 -8 15 10 -9 -7 -13 -14 -15 -1 18 -18 19 20 -17 22 -22 24 25 26 27 28 -3 -30
right_child=1 23 -4 -5 5 6 7 9 -10 -11 -12 12 13 14 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10255231642039345 -0.03278610997579496 0.078082326167676977 0.029006458822073825 -0.13187016224137715 -0.052459666413060241 0.097372327128431163 -0.042955519172007316 0.077142695393327465 -0.070008818966113315 -0.027885017455104619 0.0078178039465039827 -0.052682818250194607 0.095108194893952169 -0.11209321580893553 0.061379746050610251 -0.042416385193934175 -9.2873967641595055e-05 -0.10040549717296642 0.065829851863497948 -0.064706362925833594 0.06513102407858827 0.074726865668765394 -0.082112844041850791 -0.016415119002550129 0.075663270282325085 -0.10083932367462488 0.086272197624135627 -0.11601382793174886 0.0032658266997745915 -0.11813446640869228
leaf_weight=0.28012503012723655 0.68545824318426019 1.0061787200102088 0.55505205702502269 0.97971616993891075 1.0825824020430435 1.3204536028206328 2.0560697990003973 1.420619609532878 1.1595933326752845 1.2640134471002964 1.8363480912812518 0.68197325294022482 1.8147657725494357 0.32819613884203114 0.69592862034915015 0.47014130200841453 35.449766099945009 0.85921130992573935 1.2841411759145556 0.56517916423035774 0.3525377761106937 1.1220201060641555 0.39149089265265502 5.7906139809492734 0.86287799794809039 0.40022622374817807 1.4558119835564856 0.63213725994501224 10.243709119658885 0.68396696151467118
leaf_count=96 32 18 16 29 32 9 28 13 22 25 38 19 18 21 39 47 999 38 15 29 17 25 28 449 10 11 22 50 682 23
internal_value=-5.45649e-05 -0.00524621 -0.0610608 -0.0910829 0.00216722 0.0171797 0.0237822 5.77846e-05 -0.00230811 0.0196195 0.0380558 0.0560124 0.0405009 0.062886 0.00578773 -0.000382767 0.000324002 -0.00246666 0.0245328 0.00625476 0.0234219 0.0400095 -0.0123453 0.000633642 0.00709248 0.00298985 0.00595346 -0.00335173 0.00261599 -0.00433266
internal_weight=77.7309 23.2957 2.22023 1.66517 54.4352 12.501 11.4184 6.57705 41.9342 4.52098 3.25697 4.84132 3.52086 2.83889 1.02412 40.7746 40.4945 36.309 4.18551 2.90137 2.33619 1.86605 0.744029 21.0755 15.2849 14.422 14.0218 12.566 11.9339 10.9277
internal_count=2900 1342 77 61 1558 242 210 104 1316 76 51 106 97 78 60 1294 1198 1037 161 146 117 70 45 1265 816 806 795 773 723 705
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=9 13 12 3 16 18 5 0 18 0 10 17 9 10 15 15 16 12 9 5 5 6 5 0 7 9 16 9 4 19
split_gain=0.0860769 0.279913 0.327296 0.238641 0.133001 0.356285 0.113788 0.226375 0.0988198 0.226293 0.38369 0.492457 0.443935 0.463868 0.351837 0.426092 0.259908 0.223538 0.182828 0.168463 0.348003 0.297992 0.573843 0.418066 0.421825 0.268862 0.166645 0.324001 0.19051 0.282222
threshold=37.256168974800005 96.209162656250015 293.71849950985006 66.676450093250011 8.2099808015000022 16.203680688850003 3.2451100944500006 100.13162306855001 16.873483924050003 98.615332683000005 78.220689305400015 201.37020668845003 210.70699256735003 78.677727187550019 24.200063469100005 24.857400662900002 12.644970430600003 171.05377706560003 43.506455664950003 16.579584939650001 16.823764825550004 13.665319288000001 15.094471190800002 95.590817286200021 20.778835947700006 206.36238950785003 17.654958715000003 220.28141982375004 259.70893083720006 12.851036860900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -8 9 19 14 12 13 -12 -11 -16 18 -10 -15 21 -21 22 23 24 -2 -23 27 28 -19 -30
right_child=8 -3 -4 4 5 -7 7 -9 17 10 11 -13 -14 16 15 -17 -18 26 -20 20 -22 25 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10134396403458779 0.04771907690709315 -0.10403355997003134 -0.10376390248759496 0.10097059659455782 0.095853536977723461 -0.086923395922558835 0.095897588333614309 -0.038029201683205505 -0.10269396289803075 -0.10595951612168308 0.10473405120671955 -0.10375110406214137 -0.090294446966510317 0.053685444747693739 0.088254366010781723 -0.075204752116498616 0.025716398849616968 0.098173736828091815 -0.10307374579699845 -0.065364299029354825 0.00059502060063639189 0.064491172628177051 -0.10642435010475543 0.051866664581014535 -0.1079339185833007 0.0036120254851726447 0.092304955308041628 -0.072049251676069417 0.034006631987639521 -0.067402156581253869
leaf_weight=0.1573223398518161 0.29469659784808699 0.33377929474227119 0.27635908538468346 0.21470572566613544 0.30303453933447577 0.26113294600509107 0.21889486536383629 0.29807142977369949 0.14694532501562152 0.84353220417688024 0.61510235816240433 0.40724432305432845 0.35096379037713621 0.09754247314413067 0.26944719650782645 0.39072030066745356 1.25630980101414 0.34223472420126322 0.31359915614302736 0.81056693242862721 60.726033122462468 1.7495913500897589 0.4755606002290732 1.218263132672291 0.42548375262413174 1.2392466608434913 0.31620091752847646 0.36507498608989397 1.6820868573231567 0.32793945184675966
leaf_count=135 5 67 95 4 6 46 5 38 72 76 6 43 23 15 9 43 47 5 65 21 1612 27 25 27 58 26 11 75 187 26
internal_value=-4.27425e-05 -0.0201912 -0.00401057 0.0149603 0.0290803 0.0148034 0.0471987 0.0186783 0.000514048 -0.000253327 -0.0218472 -0.00141393 0.0144114 0.0305109 -0.0631671 -0.00848895 0.00313085 0.0177614 -0.065883 0.00121266 -0.000273803 0.018143 -0.00798899 0.0161603 -0.044241 0.0392492 0.0235963 0.0156011 0.0292046 0.0174616
internal_weight=76.7277 2.0633 1.72952 1.45316 1.29584 1.08113 0.820001 0.516966 74.6644 71.4839 4.54446 3.04076 2.63352 2.28255 1.5037 0.660167 1.66745 3.18048 0.411142 66.9394 61.5366 5.40284 2.414 1.93844 0.72018 2.98884 3.03354 2.71734 2.35226 2.01003
internal_count=2900 396 329 234 99 95 49 43 2504 2128 327 199 156 133 128 52 127 376 80 1801 1633 168 115 90 63 53 304 293 218 213
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=18 5 17 12 9 6 12 18 16 13 5 13 6 5 5 15 17 0 6 19 3 13 18 18 13 7 7 18 10 10
split_gain=0.0801025 0.143849 0.1212 0.303 0.102384 0.311092 0.202051 0.180523 0.42237 0.122972 0.532606 0.647482 0.808806 0.526443 0.509039 0.559653 0.497485 0.624656 0.929634 0.435205 0.566704 0.556136 0.481694 0.43529 0.36089 0.268714 1.25796 0.574682 0.497165 0.889288
threshold=11.257534840550003 28.372909273050002 162.59969366065002 254.30002952885002 37.256168974800005 2.7550643716500001 151.63308792200004 16.118666550000004 8.0849810938000015 117.38883580790001 20.206488238950005 117.47217800995001 16.425383776450001 21.042547594650003 21.269675393700002 37.434800281900003 201.37020668845003 87.29692395375001 16.355382140900002 14.351157895250003 93.206154924500012 117.62810858150002 13.138633165750003 13.117211680300001 117.30011668960002 22.620341628000002 22.765858321950002 13.482409244300003 62.837331883000012 64.434276012450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 7 -7 -4 -9 24 -11 12 -12 -13 -15 -16 17 18 -17 21 -21 22 -20 -23 25 -6 -27 -28 -29 -30
right_child=2 -3 4 -5 9 6 -8 8 -10 10 11 13 -14 14 15 16 -18 -19 19 20 -22 23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.029309308938056496 -0.10276390892715093 0.083058426613087377 0.071723733873130538 0.056934702391245928 0.020342346199079726 0.021713555950128353 -0.087268005047496933 0.084674128784182581 -0.10459079894326413 0.059033256611977086 -0.11222935856130248 -0.045193810797259537 -0.0049721918810908036 0.058546142535953485 -0.085301584693008858 -0.10092883108567662 -0.059216923999410004 0.087190388547053146 0.021492550093159712 0.068601645215272844 0.0080527716031840099 -0.026210553703226988 -0.081399979986192889 0.059992243988399696 0.049357632478244366 -0.099207942617328515 0.051755234825192266 -0.048476185672230894 0.056720069972363923 -0.0029723199242599192
leaf_weight=0.18338973121717472 0.34690060434695524 0.30077727207390126 0.38113778526894637 0.18068857715843478 6.7858576097873984 0.22054197057150304 0.74408194408169948 0.21206760310815298 0.26556707356212428 1.2437058819923574 1.2719057106587599 2.5334616408799802 1.5719960223796077 1.5341422967612768 0.76234017738170479 0.82883132459392506 1.2252646353445005 0.91362433135509569 0.63050125413701552 1.91702198050916 7.9817898371384217 1.1759235960307708 1.6345121191698124 1.1672386699356136 1.6687839597834671 1.2675239637610491 2.1931403563066842 2.0760911392644621 2.7218631317227837 30.045741219553747
leaf_count=25 122 47 11 28 371 28 174 58 92 19 27 42 21 20 60 23 29 11 26 22 201 25 39 17 27 30 25 28 49 1203
internal_value=-4.85171e-05 0.0404965 -0.000308517 -0.0480704 2.75788e-05 -0.0233786 -0.0623516 0.0203982 -0.020558 0.000611009 -0.00484639 -0.00800552 -0.0529419 -0.00227602 0.00322343 -0.00143044 0.00222846 0.00686166 0.00207611 0.00796112 0.0197788 -0.0174244 -0.0527583 0.0167311 0.00369134 0.00200123 -0.00124801 0.00210451 -0.00102062 0.00198607
internal_weight=75.9864 0.484167 75.5022 0.527589 74.9747 1.8234 0.964624 0.858772 0.477635 73.1513 26.3923 25.1486 2.8439 22.3047 19.7712 18.237 17.4747 16.2494 15.3358 14.507 9.89881 4.60818 2.26501 2.34316 46.759 45.0902 38.3044 37.0368 34.8437 32.7676
internal_count=2900 72 2828 150 2678 363 202 161 150 2315 582 563 48 515 473 453 393 364 353 330 223 107 65 42 1733 1706 1335 1305 1280 1252
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 10 3 10 5 5 9 13 6 13 17 18 13 0 9 7 19 0 19 2 16 9 13 5 10
split_gain=0.0842221 0.247487 0.297417 0.202907 0.165912 0.255755 0.24102 0.400612 0.448706 0.201816 0.499103 0.178898 0.262375 0.157907 0.169602 0.413545 0.341763 0.295225 0.219775 0.468128 0.35582 0.424842 0.700463 0.470797 0.348772 0.298124 0.263942 0.299055 0.262812 0.456066
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 21.725272673150005 61.614083433650009 93.491131486350014 72.953999827850012 25.556820288350004 24.779543538450003 217.37165979795003 117.61735474900001 17.765415086100003 117.69263157665002 191.06791329340004 12.752103815600002 117.68187774410002 86.001087134900004 193.60452210450003 22.580174331950005 14.351157895250003 89.528344202050008 12.851036860900001 110.52061241095002 22.684946952700002 188.53841931785004 117.59047016770002 23.606333875400001 61.960894532450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6 8 -8 10 13 12 -11 14 16 -16 -7 18 19 26 21 22 -20 -24 -21 28 27 -18 29 -22
right_child=1 2 3 -5 5 9 7 -9 -10 11 -12 -13 -14 -15 15 -17 17 -19 20 24 25 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.021608941366292447 -0.11443227405654487 0.073793271000698185 -0.1042637506656675 0.081226270048396165 -0.10878283739395996 0.089940290730540107 -0.1097103496319102 0.044174273955720961 0.034037704093071497 -0.05924606960814819 -0.087613868883928456 0.089936238747587521 0.053119525365934721 -0.039339471399852083 -0.008642984699624056 0.062615775595471754 -0.059927748142489481 -0.065820602789746066 -0.08350656307368759 0.062212845010485879 0.062215313635477477 0.10327479597000855 -0.034354545578415586 0.094766909667533261 -0.017234254959283858 0.068747241472401799 -0.079327241502682291 0.012459110479826573 -0.040436875500943104 -0.00091477988875036096
leaf_weight=3.4906860952687557 0.25243595411302422 0.30599408590933308 0.26106916004755476 0.076182528398931026 0.37305318597918713 0.4177718855207776 0.62363297918636795 0.6075449560130437 0.33315237209899351 0.32399052753498725 0.65106940357873 0.45106446999125183 0.57947645965032279 0.98677047359524195 1.8302477356046432 1.4673507029074242 1.0780149329129924 0.69076353777199884 0.53502186990226563 0.96773412637412581 1.1713141277432431 0.72240836918354023 0.41899820978869662 0.86605975907878019 1.2880096775770651 0.62510836310684581 1.2108541124325709 1.2128454752964897 1.6149625381221984 49.690737601877117
leaf_count=249 20 8 117 2 32 6 55 34 23 39 47 14 29 39 30 24 30 9 11 13 12 9 44 25 44 18 38 19 32 1828
internal_value=-4.14453e-05 -0.0305226 0.00240698 -0.062363 0.000326356 -0.000723869 -0.0365561 -0.0193318 -0.0596573 0.000285145 -0.000482389 0.0385029 0.0128243 0.000366906 0.000962289 0.0230654 -0.00020371 -0.000810215 -7.88583e-05 -0.0186781 0.00184557 0.0383908 0.0126376 0.0526664 0.0168493 9.58158e-05 -0.0415641 -0.0216041 -0.000721963 0.000539058
internal_weight=75.1243 0.895682 0.643246 0.337252 74.2286 70.738 1.93738 1.56433 0.956785 68.8006 67.446 1.35453 0.903467 66.795 65.8082 3.2976 62.5106 62.0928 61.4021 5.75746 55.6446 2.54249 1.82008 1.28506 2.25574 53.1021 3.50171 2.29086 52.477 50.8621
internal_count=2900 147 127 119 2753 2504 144 112 78 2360 2278 82 68 2231 2192 54 2138 2132 2123 144 1979 89 80 69 57 1890 87 49 1872 1840
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=5 5 9 0 18 0 16 2 16 0 16 10 7 6 13 3 16 3 3 15 16 9 18 13 13 9 8 16 5 13
split_gain=0.0763036 0.400988 0.72478 0.639293 0.503938 0.493725 0.485637 0.444352 0.377171 1.2256 1.10994 1.06886 0.498576 0.498103 0.372152 0.890429 0.45968 0.812029 0.832502 0.524252 0.355505 0.355233 0.753853 0.432277 0.622497 0.347271 0.327454 0.602515 0.474007 0.392333
threshold=20.717225865800003 21.197160116700001 198.78883073475004 90.837623311600012 13.849588037450003 89.738043936200015 22.564947233300003 154.60082690140004 20.394952307700002 92.031298721500022 20.674951653000004 65.630639880500027 21.006964680100005 16.415383542800004 109.57886493895002 86.302194445500007 19.214955067100004 85.622014538550019 84.968719212850019 25.787346793900003 18.764956119400004 206.08249486475003 15.532509816950002 108.61908538635001 108.21850512495001 202.89977928865002 8.543332867800002 21.774949080700004 21.324133279950001 117.68187774410002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 5 -4 26 -2 -5 9 12 -10 13 -1 -12 16 -16 17 18 20 -20 21 23 -23 24 25 -11 28 -28 -3 -29
right_child=1 3 4 7 -6 -7 -8 -9 10 14 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00094255305291724269 0.047204129747782347 0.08072716129790676 -0.12506727685961899 -0.18868936753194221 -0.027207755950494107 0.061719989582799312 -0.031748114773923232 -0.03720974896767347 0.090002434828617917 -0.0012965631915466333 0.055336280306179569 -0.076493245564017376 -0.12062771130773804 -0.0063768802023548184 0.067766497100177833 -0.014848630027928867 -0.064172745352213054 0.074702849703758761 0.037788612222368366 -0.1184965164405649 0.050590289917635069 -0.092048538970030416 -0.0029451508552375012 0.095208204588475384 -0.11662036025432219 0.044815570153607598 -0.10450266076286326 0.0074700940742411532 0.0047766841654590855 -0.039049692721555659
leaf_weight=0.49359380471287551 1.3387891203165048 0.86019553616644273 1.0133305508643391 0.26654939027503033 1.0947094483999533 1.396265867864712 1.8635144094005225 0.70806796669057803 1.8574107342865298 10.169985202010155 2.4953160611912608 1.3601047724951056 1.1804521803060195 2.7483591989439446 2.6332923509180537 2.5855772532522678 1.1565729905851174 1.3823703040834505 0.27587165935255942 0.96697608087561093 1.3263282356783737 1.2763803624548007 3.7076483244818519 0.51722190948203284 0.42787432880140919 1.945648731671098 0.6931533717433912 5.6477419849061317 18.370900186273502 2.6699839585926384
leaf_count=13 31 9 12 5 28 27 28 78 27 871 37 30 64 44 23 25 27 49 22 53 29 74 302 8 16 64 33 135 656 80
internal_value=-3.29023e-05 -0.00334788 -0.0287149 0.00105248 -0.0742486 0.003673 0.0012595 -0.0786381 0.00305964 -0.00219234 0.0217095 0.0025011 -0.0853384 0.0229907 0.00271361 0.0268366 -0.00272393 0.000507065 -0.0044685 -0.0838063 0.000621805 -0.00305099 -0.025764 0.0056164 0.00192215 0.00610858 0.000803197 -0.0149274 0.0081739 -0.00746272
internal_weight=74.4302 35.9232 5.31034 30.6129 2.10804 29.6382 3.2023 0.974617 38.507 30.0458 8.46119 6.60378 1.67405 5.24368 28.3717 5.21887 23.1529 21.9963 20.6139 1.24285 19.3711 18.0448 4.98403 13.0607 12.5435 12.1156 28.242 9.01088 19.2311 8.31773
internal_count=2900 1122 99 1023 40 940 59 83 1778 1640 138 111 77 81 1563 48 1515 1488 1439 75 1364 1335 376 959 951 935 913 248 665 215
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=19 7 18 4 2 14 16 6 5 6 13 13 3 8 13 0 9 0 6 6 9 8 19 15 9 0 6 16 16 6
split_gain=0.0787704 0.266438 0.312775 0.117124 0.451413 0.400239 0.44053 0.437102 0.342737 0.341152 0.340391 0.71169 0.49965 0.502206 0.472674 0.438812 0.264709 0.518363 0.812806 0.528294 0.495338 0.537341 0.477022 0.790525 0.655444 0.43346 0.288321 0.315767 0.404323 0.285831
threshold=14.651182102100002 23.824098587650003 13.434779691800001 241.03469907380003 147.22108985190002 244.99684607285005 22.674946976100003 16.535386346650004 22.247999666950005 16.425383776450001 117.38883580790001 117.54745483760001 92.359290613450014 8.4434108459500017 117.34850893595002 86.280686780500005 205.70977008025002 88.576630023850015 15.925372093750001 13.855323727400002 204.64320368315003 8.4434108459500017 13.751109481500002 26.135540888150004 66.290220196950017 93.867515624600017 13.705320222600003 17.654958715000003 9.6249774926000011 13.665319288000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -8 -6 -10 14 12 -12 -14 16 -13 20 -18 19 26 21 22 23 29 -25 -21 27 28 -19 -7
right_child=1 -3 -4 5 8 6 7 -9 9 -11 11 15 13 -15 -16 -17 17 18 -20 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00080295583798903564 0.032780063635236945 0.062018820764339205 -0.047517461160912017 -0.05764206849405961 0.097606220498975146 -0.0014370327437117081 0.075372260066799063 -0.012149751564355472 -0.059421602789099984 0.071301712435906786 0.015868462717202252 -0.031530870840533035 -0.1349078632230151 -0.037441563779199542 0.10377515337216062 0.021789742643652306 -0.10340646984224994 0.055483311576803078 0.079317527108314897 -0.015439304110701785 0.085883794212240544 -0.089370298556725444 0.046119011071933384 0.03036295267867364 -0.11411061220856007 -0.10010794611914263 0.07469643362376148 0.032644236233705014 -0.065579714522247534 0.041936332526135808
leaf_weight=35.031804590421871 1.0513155158841976 0.87951873010024417 0.90069148506154295 1.3819182937586436 0.86729344085324445 6.3460887830697228 1.3734982130772544 0.976176368392771 0.39399974653861136 0.40469369824859314 0.59531270992010688 2.9501769693088136 1.0944654708873716 1.0225975505636595 0.43778770416974921 3.236837622243911 0.6310854940675189 0.35858123626530947 0.90693357447162259 1.2057644344167786 0.7506109826499604 0.60899282060563642 2.4728299334383328 0.45095998505712387 1.0341168268096224 1.2128552442190992 0.49093635170720507 1.0848042623838408 1.1960025944499646 1.9976428100471819
leaf_count=1035 28 11 22 47 10 722 44 33 11 32 10 118 35 34 5 42 11 41 23 26 14 10 42 38 73 84 13 42 139 105
internal_value=-3.39946e-05 0.0163199 -0.00427067 -0.000690688 0.0032216 -0.00493625 -0.00269069 0.0390111 0.05408 0.0068152 -0.0059476 -0.0223594 -0.0650695 -0.0878291 0.000946324 -0.00363532 -0.00122337 -0.0169056 -0.00844987 -0.0227948 0.00691203 0.0023207 0.00685986 -0.00301735 -0.0702396 -0.0578977 0.00432721 -0.00876174 -0.0376552 0.00894735
internal_weight=73.3463 2.83153 1.95201 70.5148 36.6978 33.817 32.4351 2.34967 1.66599 0.798693 30.0854 8.89939 2.71238 2.11706 21.186 6.18701 20.7482 7.08696 6.45588 5.54894 13.6612 12.9106 12.3016 9.82881 1.48508 2.41862 3.13032 2.63939 1.55458 8.34373
internal_count=2900 61 50 2839 1088 1751 1704 77 53 43 1627 239 79 69 1388 160 1383 379 368 345 1004 990 980 938 111 110 235 222 180 827
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=3 9 9 16 5 10 17 17 17 17 2 2 12 4 18 18 6 8 0 8 16 19 6 2 5 2 2 2 2 16
split_gain=0.0866318 0.221868 0.240425 0.179795 0.137879 0.230651 0.457065 0.194966 0.361263 0.269711 0.193213 0.404993 0.161862 0.167829 0.203089 0.303714 0.249604 0.216528 0.37493 0.306291 0.241313 0.165523 0.664526 0.440337 0.632363 0.500835 0.597552 0.492281 0.706073 0.298877
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 29.040033326300005 60.474177186300004 167.56787829315002 168.75790693355003 167.56787829315002 169.61846646075003 71.847610775600018 234.61110956795002 66.834523482800009 148.04566182605001 12.868666868750003 12.933745112000002 16.555386813950005 8.8430989333000021 86.950112854950021 8.7431769115000026 22.764946765650006 14.451165964200003 16.575387281250006 107.21413536925002 22.963361893800002 147.22108985190002 226.19683278270003 156.90682228315003 213.18429240960003 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 -1 8 10 -9 -7 -12 -11 -14 16 -16 -15 19 -19 20 21 22 29 -23 27 -26 -27 -25 -29 -17
right_child=1 2 3 -5 -6 7 -8 9 -10 12 11 -13 13 14 15 17 -18 18 -20 -21 -22 23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.035223274944744844 -0.11373223194454461 0.068259729997555432 -0.10341649251359733 0.078308428356761536 0.030757863370172518 0.06727024050170137 -0.10897076638564196 0.069914371455022606 -0.14066979905550267 0.044981900687743451 -0.10289791776012186 0.040773824928634045 -0.029419855088364429 0.066492392553683791 -0.049892781071368436 0.003571085099863305 -0.0052318435216341438 -0.088729043076707093 -0.0019411820684180165 0.042103695588573145 0.058464546691849154 0.044771187707601336 -0.091646079847559514 -0.077001071308385044 0.10217678780716458 -0.051136555765865371 0.052850988149504112 0.037745900435552419 -0.054386702780325771 -0.015443473031002004
leaf_weight=0.3706804046232709 0.2378342516021793 0.27712887740926817 0.23140972112014424 0.071193735115230083 1.4595572148773488 0.24170310180852428 0.54016957188332526 0.56475050772860313 0.27121618432283856 0.80891732312738795 0.41484479024893517 0.37226907415970345 1.8868197305127967 1.0281247497841821 1.2039394021876422 34.441707334053717 0.91881162469508115 0.72590437134203911 1.5839056131080722 1.8444617930799712 0.71430859155952831 2.8605703692883235 0.8233089518325859 1.2887163278646765 0.79771712236106429 0.9378831733047267 1.3451953003041124 1.8234853725880387 1.5295201573753727 10.877115110426528
leaf_count=22 20 8 117 2 71 12 83 19 27 13 156 43 32 23 29 1641 19 31 37 38 13 37 20 22 9 43 32 28 34 219
internal_value=-3.21628e-05 -0.0324 0.00096636 -0.0606619 0.000337041 -0.000295307 -0.0502894 0.000361746 -0.0379993 0.00109508 -0.0109333 -0.0349477 0.000518784 -2.10055e-05 0.00083575 -0.000150404 0.0326438 0.000821882 -0.029216 0.00199221 0.000704177 -2.31663e-05 -0.00261018 0.0112562 -0.00115844 0.0339662 0.0101332 -0.0244713 -0.00428167 -0.00099266
internal_weight=72.4932 0.817567 0.579732 0.302603 71.6756 70.216 0.91085 69.3052 1.30003 68.0052 1.02882 0.787114 67.4404 66.6315 64.7447 62.7977 1.94694 61.5938 2.30981 59.284 57.4395 56.7252 46.1421 10.5831 7.72252 3.0808 2.28308 4.64172 3.35301 45.3188
internal_count=2900 147 127 119 2753 2682 105 2577 238 2339 211 199 2320 2307 2275 2233 42 2204 68 2136 2098 2085 1880 205 168 84 75 84 62 1860
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 10 18 12 8 3 16 6 14 18 17 0 16 3 10 15 7 15 4 7 7 18 7 3 18
split_gain=0.0765434 0.199337 0.209426 0.16127 0.12258 0.218648 0.219036 0.362966 0.317543 0.188819 0.252353 0.292035 0.248786 0.158727 0.334579 0.252148 0.760253 0.631684 0.737702 0.428423 0.402138 0.509902 0.352945 0.227527 0.458361 0.478737 0.360941 0.702442 0.264742 0.525211
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 21.725272673150005 61.614083433650009 12.543841250850003 219.23896387120001 9.5425530862500008 94.92945658615001 22.764946765650006 17.130400249100003 148.72666206180003 12.868666868750003 183.58889821140002 92.313586825200005 18.564956587050002 84.968719212850019 71.090898343450007 21.073645951400003 23.9444576715 12.066969111850002 158.04546874885003 22.398098708400003 22.580174331950005 13.042786209850002 22.638073512250003 93.308316333450009 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 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 -1 6 -6 -8 -9 10 11 12 13 -7 -15 16 -16 18 19 -18 22 -22 -21 -17 -25 -26 -27 -28 29 -29
right_child=1 2 3 -5 5 9 7 8 -10 -11 -12 -13 -14 14 15 23 17 -19 -20 20 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.018904947572068929 -0.11249641155728328 0.064383378016244497 -0.10310131631957511 0.074763097187634173 -0.10787278153352663 -0.027782496432891515 0.090860165251435421 -0.085849131592695749 0.017481366230237352 0.046940115901607238 -0.066796754629756858 0.056408697480782637 -0.063355969359188913 0.055180045954001306 -0.12064861902336826 0.03904402143521802 0.086380244977498771 0.10328139892395456 -0.18130742941070871 -0.10439297478575887 0.020306637653815005 -0.11674378654611604 0.028390598986128241 -0.057460515908889814 0.05260542440152384 0.061778530385740937 -0.095040853338511852 0.052476531284735256 -0.017661690612901376 0.0011473144540821818
leaf_weight=3.3751968228389151 0.21744491186109272 0.26508062507491559 0.20999571947504592 0.067319002002477646 0.33567904202663967 1.9772596519906063 0.252093220129609 0.68569642691636523 0.52518986364884768 0.85735681251389806 0.56568877014797081 0.91402828227728505 0.62393185729160805 1.1191183752089262 0.67289231945960537 1.599894979270174 0.42494615061150476 0.46895555406808842 0.26317889695928887 0.23225960714989957 0.42938150372356154 0.73818126210971968 1.4492602548780267 1.3183439941931272 1.8216849659365824 0.94094037321337864 0.77754598337924008 2.0982975196093312 6.7227967230428467 39.892789351080864
leaf_count=249 20 8 117 2 32 32 3 69 40 23 41 17 18 22 21 34 10 6 13 107 12 48 137 58 50 30 15 24 188 1454
internal_value=-3.18213e-05 -0.0316025 0.000827677 -0.0599242 0.000305655 -0.000621516 -0.035021 -0.0183052 -0.0410323 0.000317251 -0.000297224 0.000286131 -0.000520795 0.000102021 0.00100631 -6.64603e-06 -0.0222947 -0.00577476 -0.0202332 -0.00728544 -0.0212559 -0.0663423 0.0100499 0.00188356 0.000773795 0.00224302 0.00042386 -0.000742626 0.000762513 0.00371224
internal_weight=71.8424 0.75984 0.542395 0.277315 71.0826 67.7074 1.79866 1.46298 1.21089 65.9087 65.0514 64.4857 63.5717 62.9477 60.9705 59.8513 4.67906 4.00616 3.53721 3.27403 2.84908 1.16756 1.68152 55.1723 53.5724 52.2541 50.4324 49.4914 48.7139 41.9911
internal_count=2900 147 127 119 2753 2504 144 112 109 2360 2337 2296 2279 2261 2229 2207 354 333 327 314 304 60 244 1853 1819 1761 1711 1681 1666 1478
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=7 7 17 17 17 7 4 5 3 10 10 17 7 17 2 17 17 7 10 3 17 6 5 0 3 15 6 13 5 6
split_gain=0.0745317 0.584029 0.36432 0.308792 0.685718 0.458899 0.540598 0.635427 0.701049 0.697712 0.8594 0.436084 0.363599 0.268139 0.191206 0.184006 0.218384 0.324128 0.377641 0.650006 0.304104 0.283776 0.796845 0.433316 0.810513 0.360521 0.641522 0.241975 0.371223 0.268341
threshold=24.390191290350007 24.575790737200006 199.41622983390002 206.02826764000002 204.53341124495003 23.789355599150003 168.72122291465004 20.766972852450003 93.017962855400015 71.090898343450007 75.403185184700007 201.59899553070002 23.738191650050002 188.84204146815003 189.76529655395004 180.19381692845005 206.02826764000002 25.138824731100005 64.321360770950022 83.269613674350026 205.32027903760002 14.955349429350003 19.861308675400004 93.972365491700018 84.807411725000023 28.129673635100001 14.275333540900002 104.02719889955002 16.222050829800004 14.055328400500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 13 4 5 11 -7 9 14 -8 -11 12 -1 -2 -9 -3 20 -18 -19 -20 21 22 23 -17 25 26 27 28 29 -25
right_child=1 15 -4 -5 -6 6 7 8 -10 10 -12 -13 -14 -15 -16 16 17 18 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0009543076938177159 -0.030338320107968032 -0.05502215761313687 0.0037861806914926393 0.051022287306656144 -0.079567712467823196 -0.048033299020402979 0.082031839509604673 -0.051107265628235823 0.061001592622449578 -0.11046004983474825 0.061392418768167881 -0.069192478209126093 -0.060471920485440561 -0.12264802464880653 -0.00072866010701487483 0.072657463206645387 -0.080621089917083305 0.069545427647775729 0.0025938498950577936 -0.097767898005487353 0.069985442069149931 0.044537485494368027 -0.11502733126166985 0.0010369532212937116 -0.1146782424379254 0.054187396240422195 -0.10401923021377069 0.043977450091226139 -0.074713740525295988 0.10309441479514683
leaf_weight=35.734268236366916 0.51392762904288491 0.58267249545315536 0.66624699463136483 1.2568582238163788 1.038470870029413 0.99413621064741065 3.1223340774886292 1.3973638569004836 1.4295388483296845 0.48499521991470806 0.72747259927564301 0.95377766164892719 0.99034826835850154 0.81164805246226024 1.6346987410797735 0.88705140474484956 0.65747182641643931 0.58495189901441325 3.4539290114116739 0.79360482741321892 0.76929574555106306 1.6010450264438993 0.57592021757955159 4.6635462962076382 0.58280039136298079 1.3723987294360993 0.5650375373661517 1.3973610114771871 0.63218319660518307 0.27269568853080262
leaf_count=1239 17 183 27 37 22 32 35 15 28 29 43 29 19 33 30 18 34 19 348 48 10 33 49 376 23 44 13 44 19 4
internal_value=-3.61423e-05 -0.00497362 -0.0565393 0.0020855 0.000817518 0.00257609 0.0218645 0.0297641 0.00327182 0.0570313 -0.00734972 -0.00243591 -0.000702166 -0.0868594 -0.0239463 0.000322881 0.00203735 -0.0147461 -0.00578364 -0.0161576 0.00895515 0.0052141 -0.000536064 0.00582057 -0.000429442 0.00704923 -0.00154112 0.00677151 -0.00256509 0.00667497
internal_weight=71.1481 21.3838 1.99182 49.7643 48.5074 47.4689 9.79054 8.7964 4.4616 4.3348 1.21247 37.6784 36.7246 1.32558 3.03206 19.392 18.8093 5.48996 4.83249 4.24753 13.3193 12.55 10.949 10.3731 9.48602 8.90322 7.53082 6.96579 5.56843 4.93624
internal_count=2900 1342 77 1558 1521 1499 212 180 73 107 72 1287 1258 50 45 1265 1082 449 415 396 633 623 590 541 523 500 456 443 399 380
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=6 6 0 19 5 5 16 5 5 10 3 3 3 3 16 5 15 13 6 6 17 18 17 10 13 0 13 6 18 16
split_gain=0.0726821 0.427809 0.211624 0.248506 0.460949 0.421707 0.610865 0.693769 0.230303 0.362327 0.285555 0.721433 0.773706 0.608307 0.530651 0.397343 0.70724 0.333719 0.307911 0.54365 0.295665 0.621468 0.537376 0.449863 0.884756 0.347358 0.750186 0.313828 0.236551 0.768914
threshold=13.665319288000001 13.775321858200002 97.835679825150024 12.651020723000002 16.892865140250006 16.579584939650001 15.444963882950001 22.553892743650003 17.671168838450004 70.026268923800004 85.54673771085001 85.80214123330002 86.493074972800017 84.968719212850019 19.134955254150004 18.310380701750002 29.334060236450004 107.89051323300002 14.815346158200002 15.135353635100001 173.06150329755005 11.904475184000002 176.45537817675003 66.697957758300021 113.13031812925001 90.437043050150024 113.85351336640001 15.745367888000002 13.713893333650001 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 -7 9 -6 13 -12 -13 14 15 -10 -17 -18 -14 -20 21 -21 -22 24 -24 26 -26 -28 -29 -30
right_child=1 2 -4 4 8 6 -8 -9 10 -11 11 12 18 -15 -16 16 17 -19 19 20 22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-0.0068933385857155322 0.058685060592215336 0.075840238622694317 -0.052664616816597488 -0.066010588203257489 0.06532571988135466 -0.11411523981574677 0.059175691288956812 0.048933960718068298 -0.11303570789026839 -0.004737255241299131 0.070423324354715364 -0.08513376491864251 0.050276404363950755 -0.092192696312648301 0.091674558691573677 0.10421833046626777 0.042411317862531349 -0.08201206209537136 -0.063458147262672918 0.0047401958403878539 0.079772623663676281 -0.10069434303422201 0.10097296557547578 -0.065768673673476205 -0.088294515753726502 0.052421735996490942 0.039863872396487456 0.0033411702699823291 -0.045210571387212926 0.034158237670749568
leaf_weight=12.679982593585008 1.2778531523654226 1.1671951143071049 0.74799554992932726 1.0611778981983651 1.3709135195240372 0.66745113232173048 0.95069233293543209 0.42849742282487568 0.40309880708809931 1.5990678805392233 1.4502816463354964 1.0730195158394042 1.2239893111400295 1.0523812415412974 0.49137475807219733 0.44661318510770787 0.30322215912747175 0.7456679914612323 1.3322211946360756 1.5999887012985703 0.90599080292304179 0.85930165271565773 0.90981400172313343 0.95924740741611358 0.95381951332092185 1.2687866231426586 2.0190277786459765 24.715908881644285 3.7637520287571524 1.8064639465592334
leaf_count=1334 34 17 36 30 14 38 56 58 22 37 29 23 18 56 5 4 15 55 26 128 44 75 24 33 12 21 26 516 69 45
internal_value=-3.97328e-05 0.00147019 0.000171045 0.000882761 -0.000775324 0.0278732 0.000517729 -0.0503657 0.000575328 0.0276031 -0.00108717 0.00104357 -0.00127533 -0.0288431 -0.000948307 -0.0249199 -0.00116913 -0.0460427 0.000850977 -0.000621153 0.00148419 -0.0320997 0.0036983 0.00180466 0.00363377 0.00106887 -0.00089018 0.00169046 -0.000854375 -0.0194707
internal_weight=70.2348 57.5548 56.277 55.529 52.3151 3.21384 2.04664 1.09595 51.254 2.96998 48.284 44.8416 43.3913 3.44236 2.38998 1.8986 1.4955 1.04889 42.3183 41.0943 39.7621 2.45929 37.3028 36.3968 35.4376 34.5278 33.259 32.3052 30.2861 5.57022
internal_count=2900 1566 1532 1496 1327 169 152 96 1297 51 1246 1089 1060 157 101 96 74 70 1037 1019 993 203 790 746 713 689 668 656 630 114
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=0 10 9 3 7 19 10 15 10 0 0 0 10 19 7 19 7 19 3 2 18 18 16 5 10 16 16 0 5 9
split_gain=0.0828554 0.222664 0.223719 0.284974 0.304185 0.172674 0.166432 0.164787 0.287833 0.202391 0.161145 0.137026 0.181088 0.131143 0.290009 0.199726 0.140102 0.183045 0.154061 0.117431 0.112622 0.161211 0.261374 0.142514 0.51244 0.843814 0.877827 1.02494 0.497549 0.576962
threshold=85.716110573100011 61.917879202350001 187.38923140910003 93.932038619750017 19.617375644250004 14.651182102100002 61.928633034850002 43.132842597400007 61.82916008405001 84.95796538030001 83.992808911450012 85.40693788805001 62.025417527550012 14.351157895250003 19.152455927400002 14.551174033150001 18.446911739150003 13.451085274650001 108.48197402175002 69.280267125550012 12.777826849750001 12.903279561150002 22.714946882600003 20.717225865800003 64.434276012450013 20.719951547750004 20.394952307700002 92.031298721500022 21.197160116700001 198.78883073475004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 20 -4 8 9 10 13 12 -8 14 16 -15 17 -1 -19 -6 -2 -22 23 24 -23 26 27 -26 29 -25
right_child=5 2 6 4 19 -7 11 -9 -10 -11 -12 -13 -14 15 -16 -17 -18 18 -20 -21 21 22 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.085677751702829194 0.032916168561391811 0.039191029683761973 0.011413056705127678 0.065534272405567126 -0.0091511282414495892 0.031317077254111106 0.087205890958036297 0.028110820638823083 -0.08670455848635833 0.068818210041343156 -0.072210447928587704 -0.10724472092375269 -0.10498760188849665 0.082865033468201454 -0.10552344616692094 -0.016477006847739169 0.029752199013141585 0.089851305048295319 -0.043597957059908245 -0.11235344201870164 -0.034782818393381494 0.045070545873775236 0.063227288411077109 -0.0049732691126775754 -0.087701377328873009 -0.07285195950251025 0.068288661056183572 0.0036294946630123213 0.00034650336519765051 -0.082727548927831809
leaf_weight=0.32297860254402688 1.039010473381494 0.67650543345371283 0.21475246181944363 0.17367123760050163 0.14897097274661064 1.8485872400924552 0.094261668429680867 1.6551921141799537 0.43040656157245383 0.38063471200075571 0.35148335625126481 0.70177896806035278 0.10215336919281981 0.40609771646268189 0.29637382471491935 0.40343351109186187 0.84400461035329499 0.16270435985643417 0.18472679913975298 0.42426408914980129 1.3249081331450714 2.7769018195540403 0.65667740907519956 2.1842634307686271 1.2899552395101732 1.5032647345215071 1.9783771862275887 25.895588382058122 19.050180256101157 1.6948150097596224
leaf_count=67 19 15 7 8 3 32 8 38 14 11 13 58 33 18 78 23 56 6 45 79 27 48 17 41 64 34 33 1559 409 37
internal_value=-2.94254e-05 -0.00961751 -0.0340852 -0.00782375 -0.0504071 0.00121904 -0.0676724 0.00179446 -0.00972032 0.000163393 -0.00863006 -0.0865812 -0.0127519 -0.000101538 -0.0150597 0.0333575 0.00264419 -0.0314831 0.0188972 -0.0855335 0.000282264 -0.000298784 0.000502341 -0.000228324 0.00393488 0.000210062 0.00397607 -0.000704159 -0.00630068 -0.038945
internal_weight=69.2169 7.97439 2.53636 1.42341 0.746906 61.2425 1.11295 5.43804 3.78284 3.35244 2.9718 0.898194 0.196415 2.62032 1.81079 0.809531 1.51441 0.67041 0.347431 0.573235 59.3939 58.3549 57.03 56.3733 33.4441 30.6672 29.1639 27.1855 22.9293 3.87908
internal_count=2900 580 211 105 90 2320 106 369 331 317 306 99 41 293 252 41 174 118 51 82 2288 2269 2242 2225 1738 1690 1656 1623 487 78
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=12 3 6 4 5 7 17 5 10 2 5 18 10 7 2 5 16 17 4 15 16 5 17 16 3 16 12 2 4 6
split_gain=0.0786231 0.298843 0.232053 0.265653 0.302084 0.45598 0.173547 0.13862 0.437648 0.121162 0.173815 0.139212 0.257263 0.328971 0.220137 0.230275 0.208384 0.156472 0.15175 0.195675 0.197427 0.257763 0.328613 0.219944 0.456211 0.216878 0.194593 0.188981 0.491449 0.360429
threshold=327.98456567570003 93.168516510700016 15.955372794750003 409.39326388935007 23.052327720550004 26.185885009700005 197.22366780595004 20.361635946650004 80.059594666650014 297.58713971970008 19.998562110200005 17.327266398450003 83.715897724050009 29.145624000550004 262.40456346015009 23.398433971250004 16.064962433100003 246.44469320650003 342.29488559810005 46.810838056050009 13.894967507500002 5.2595069053500012 174.63059628235001 14.274966618900002 77.478674861400023 12.644970430600003 266.39085111275006 189.32640726775003 274.67316291360004 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=9 2 3 -2 5 7 -7 8 -5 11 -11 14 -13 -14 18 16 -16 -15 19 20 21 -1 25 -22 -25 -23 27 28 -26 -29
right_child=1 -3 -4 4 -6 6 -8 -9 -10 10 -12 12 13 17 15 -17 -18 -19 -20 -21 23 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.047656664543735072 -0.11278721122649989 -0.083377328325055691 0.050308066476203922 -0.096469339318635494 -0.10954222608622539 0.012504065356086173 -0.094763198941565263 0.087769182550447411 0.092943597876506134 -0.020449839507825755 0.070464376519841374 0.059853623714120632 -0.087356180069724787 0.078221693528484626 -0.020069601169111995 0.0068920804196396157 -0.11144875195476825 -0.10142330641543416 0.042001005819320814 -0.054144068994150321 0.049458137913623905 -0.053885534162538974 -0.1040685608229488 -0.085361458246828503 0.0012491054384095783 0.046652251605861964 -0.049472530261192194 0.022080284879516895 -0.063843356300959817 -0.033118314270376446
leaf_weight=0.3341995630216833 0.25866212724940885 0.53637602529124695 0.65313778445124615 0.20873395420494467 0.24081562962965097 0.23841423206067691 0.41056347746052779 0.52331677732581738 0.29351729308837093 0.33237863174872373 0.57252055965363979 1.0353868599049736 0.34964291644064349 0.29917922943241138 0.48650967689172719 0.73188644610490883 0.51238981616916135 0.05786215583793819 0.86628942906099737 0.66384960039704211 0.93997193487302766 0.48592202817962948 0.63583617168660567 0.60952401583199289 43.86046484781582 0.38422188277036184 0.7355511970090437 8.7733107789135811 1.1913961995014677 1.3673034555285983
leaf_count=40 10 59 20 36 12 36 96 23 16 44 22 42 167 113 44 32 36 26 38 71 47 113 154 57 1165 24 26 226 41 64
internal_value=-3.52581e-05 -0.0149446 -0.00196137 -0.0176646 -0.00481864 0.0102416 -0.0553565 0.051752 0.0142242 0.000733583 0.0370707 0.000222373 0.0281056 -0.0184095 -0.000553843 -0.0357208 -0.0669429 0.0491084 0.000446463 -0.000153693 0.000450536 -0.031792 -0.0494229 0.0014828 0.000685183 -0.00949194 0.00162295 0.0023039 -0.000472264 0.0146376
internal_weight=68.5891 3.36354 2.82716 2.17402 1.91536 1.67455 0.648978 1.02557 0.502251 65.2256 0.904899 64.3207 1.74207 0.706684 62.5786 1.73079 0.998899 0.357041 60.8478 59.9816 59.3177 1.84018 1.50598 57.4775 56.5376 0.870144 55.928 55.1925 45.0519 10.1406
internal_count=2900 308 249 229 219 207 132 75 52 2592 66 2526 348 306 2178 112 80 139 2066 2028 1957 331 291 1626 1579 137 1522 1496 1206 290
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=5 5 17 0 10 16 18 12 3 10 17 15 18 9 7 15 12 9 16 6 5 18 2 5 10 10 2 19 16 16
split_gain=0.0691771 0.335162 0.212702 0.158243 0.147677 0.386789 0.099363 0.189867 0.136268 0.582076 0.345593 0.212548 0.171474 0.259769 0.170727 0.126131 0.15026 0.126184 0.265283 0.135165 0.113425 0.36697 0.243146 0.283196 0.242209 0.452924 0.348073 0.248312 0.17382 0.14717
threshold=7.7286379265000011 5.2595069053500012 201.37020668845003 103.82556453975 87.33187390945001 9.6249774926000011 16.873483924050003 171.05377706560003 79.47351079420001 78.220689305400015 201.37020668845003 22.863620006050002 16.083212871900006 205.88909726980003 24.390191290350007 11.896459116400001 344.10637227445005 220.28141982375004 17.654958715000003 11.765274893750002 15.094471190800002 13.316069313700003 137.64628208855001 14.515626273450001 75.645146416450004 75.465019721650009 201.25557642380002 12.250988447150002 15.379964034950001 18.594956516900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 9 -2 11 12 14 -14 -11 -9 17 19 -19 -17 21 -10 -23 28 25 29 27 -26 -24 -22
right_child=6 -3 -4 4 5 -7 7 15 20 10 -12 -13 13 -15 -16 16 -18 18 -20 -21 24 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10121865638148575 -0.10537813935811989 -0.10176752790924504 -0.10106991528669935 0.073328114362454094 0.05488214113931808 -0.10525729490725302 -0.10305153554963276 -0.043852410338287941 -0.070281620736181993 0.011967678760303906 -0.10316225820142744 0.071625567253763275 0.082285285051359597 -0.033987881117049056 -0.080552694020875046 0.032582835611371444 -0.038517008992817986 -0.064741539499140396 0.093329318758231763 0.093952128928328327 -0.013702720679765374 0.072719273190847797 0.037241241380725251 0.067287141420620103 -0.019614668731242142 0.073115153808345823 0.026306087459198574 -0.11067836853519882 -0.06170768247791994 0.001802935920446334
leaf_weight=0.10179215171956357 0.64377081167185624 0.38738388936144463 0.17073326417448687 0.44916939237737075 0.43296139002268319 0.23145684611154138 0.12004872637407915 0.23538368789741104 0.37937047041486893 0.39272516799974322 0.27670610335189838 0.51370359584689129 0.43504919219412841 0.34413654907257296 0.40525904102105414 0.92400943253596801 0.25855293087079179 0.27618867266573932 0.17247182177379727 0.58681213989621028 7.0100958987345612 1.00690959522035 0.26422241749241926 0.48813763228827156 0.57138149307138408 0.85654750640969624 0.59299077326431859 0.62915032636374235 0.5411030994146131 48.275446288345847
leaf_count=21 67 192 107 24 123 50 59 34 15 21 32 24 29 22 46 77 34 44 6 20 583 30 9 13 22 18 19 27 44 1088
internal_value=-4.49852e-05 -0.0195356 0.00344619 0.0181283 0.0290377 -0.000904059 0.000477166 0.019741 -0.000301986 -0.0210649 0.00186083 0.0157596 -0.00243666 0.0309319 -0.0350191 0.0257494 0.0331357 0.0425903 -0.00397673 0.056419 0.000729507 0.0208431 0.0358711 0.00718624 -0.000200822 0.000954841 -0.0363762 -0.0673375 -0.0292431 -0.00016315
internal_weight=67.9737 1.7735 1.38611 1.21538 1.11359 0.664418 66.2002 2.57347 63.6267 3.01135 2.36758 2.09087 1.57717 0.779186 0.797984 2.45342 2.21803 1.95948 0.44866 1.51082 60.6154 2.67974 2.30037 1.29346 57.9356 56.1421 1.79352 1.20053 0.805326 55.2855
internal_count=2900 517 325 218 197 173 2383 274 2109 241 174 142 118 51 67 215 181 147 50 97 1868 111 96 66 1757 1689 68 49 53 1671
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=13 13 6 10 13 16 17 9 15 19 16 3 16 17 17 8 3 9 6 15 6 8 13 16 13 3 16 16 0 18
split_gain=0.0741306 0.381676 0.549089 0.326286 0.294696 0.342278 0.665567 0.467775 0.469679 0.34198 0.234805 0.455118 0.509996 0.463878 1.16919 0.920532 0.301258 0.277845 0.233438 0.451249 0.428116 0.32222 0.371603 0.864322 0.333172 0.872382 0.662183 0.388941 0.564437 1.35903
threshold=117.38883580790001 117.47217800995001 16.425383776450001 62.106071271500007 115.25151159420001 22.594947163200004 199.30127897920002 207.37918994975004 30.416602988400005 14.551174033150001 22.624947093000003 92.751805500450018 22.614947116400003 190.94194574995001 193.52305340940003 8.3434888241000014 93.308316333450009 198.36365860590004 16.435384010100005 34.279674133750014 16.180378051950004 8.6432548896500023 113.92610173585001 19.974953289850003 109.57886493895002 86.130133125200004 19.214955067100004 18.634956423400002 93.972365491700018 15.042884401850001
decision_type=2 2 2 2 2 2 2 2 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 10 9 7 -7 8 -6 18 11 -3 13 15 -15 -13 17 -12 20 -20 21 22 23 24 26 -26 27 -1 -29 -30
right_child=1 3 -4 -5 5 6 -8 -9 -10 -11 16 12 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0048116098160296472 -0.089761553395600685 -0.081927226431969785 0.0003241055368010146 0.052138241361883275 -0.010646186693108066 -0.068086305086394003 0.034954234514290181 -0.013634794726023662 0.076987617279739795 -0.080873078585585331 0.065754643916492578 -0.072502941449576183 -0.060617548589440656 -0.10427991202942606 0.02108788487342449 0.070901966341241296 -0.0030681874713223063 0.0046615248085236319 -0.062131068758791201 0.099559737762372272 0.046128053260383731 -0.064456851672252277 0.04130507884240775 -0.059194101762012674 0.08220187451985228 -0.007137784147524937 -0.082587334925591033 0.084876490291533713 -0.10939003849695764 0.056022385022131409
leaf_weight=17.429191974991248 1.215415092272454 0.92489560216200128 1.5262115860095944 1.1371317181146867 0.79966399630939067 1.0863198325751002 1.4821499590761957 1.3267315756529567 2.6003280598761194 0.53194591493229282 1.413819216191768 0.58128218633646644 1.4555041595303917 1.0869818310493431 2.3568936054944061 1.9466729862251666 8.999576511149824 1.5722702869679777 1.2367065832108881 0.20059879444306705 2.0283405285153995 0.78670647149556217 2.067743857507593 2.4667565303388974 1.7714042493607838 2.8539324229677732 0.98496064363280211 1.2716726833023124 0.74081893672701005 1.507301472709514
leaf_count=1575 28 20 22 21 69 16 33 33 32 14 19 73 36 21 53 35 253 27 160 7 40 36 29 53 22 41 35 17 45 35
internal_value=-4.80696e-05 -0.00447652 -0.0396126 9.15464e-06 0.00243593 0.020758 -0.00862618 0.0367252 0.0563765 -0.00128956 -0.00290548 -0.015777 -0.00753962 0.00539697 -0.0184816 0.0379272 0.00606407 0.0335872 -9.18601e-05 -0.0395645 0.00158128 -0.00125293 0.0003462 -0.00257161 0.00268734 0.0270774 -0.00245593 0.00131162 0.0316324 0.00151434
internal_weight=67.3899 24.2167 2.74163 21.475 43.1733 7.29519 2.56847 4.72672 3.39999 35.8781 20.3379 8.35223 7.42733 5.97183 3.44388 2.52796 11.9857 2.98609 35.3461 1.43731 33.9088 31.8805 31.0938 29.026 26.5593 4.62534 21.9339 20.949 3.51979 2.24812
internal_count=2900 608 50 558 2292 183 49 134 101 2109 537 238 218 182 74 108 299 46 2095 167 1928 1888 1852 1823 1770 63 1707 1672 97 80
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=5 10 17 10 7 7 15 5 6 17 17 7 17 2 2 2 17 17 16 6 17 17 12 8 5 5 8 14 17 8
split_gain=0.061738 0.307372 0.348719 0.356999 0.204927 0.352088 0.236501 0.28485 0.210736 0.149417 0.279221 0.218443 0.166009 0.191019 0.287237 0.159066 0.121032 0.254021 0.520746 0.455417 0.274359 0.387994 0.41689 0.260278 0.253146 0.19721 0.171221 0.326138 0.411143 0.160894
threshold=29.040033326300005 60.474177186300004 167.56787829315002 56.981870074850008 21.725272673150005 20.778835947700006 30.807603489900004 31.302824910800002 16.495385412050002 168.75790693355003 167.56787829315002 20.778835947700006 161.95900874150001 71.847610775600018 234.61110956795002 45.36220315740001 172.46189488870002 179.88087463185005 18.564956587050002 11.630271739450002 182.28951942140003 183.23782055230001 78.909246879600019 8.4434108459500017 20.361635946650004 11.848158554650002 8.8430989333000021 168.39662374755002 199.71712621985003 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 -1 5 6 7 -2 -9 10 12 -11 -3 -14 -15 -13 -17 18 19 25 23 24 -23 -19 -22 -18 29 -28 -29 -24
right_child=4 9 -4 -5 -6 -7 -8 8 -10 11 -12 15 13 14 -16 16 17 20 -20 -21 21 22 26 -25 -26 -27 27 28 -30 -31
leaf_value=-0.10614409622609329 0.056210633233479496 -0.081586632539797144 -0.10807227034864175 0.093984446053084286 0.10122218293959209 -0.10581340623425158 0.099070547748400323 0.049020991309658424 -0.086526914825731993 0.043179269178512308 -0.13174746201683996 0.049245094351196915 0.10158780860468353 -0.10236006262709119 0.049370639300438016 0.039134096132670493 -0.10086379599144589 -0.0031251860078866395 0.026017622976607053 -0.12724825311289395 -0.0077360227298689469 -0.091827793571751179 0.0010327658158733881 0.073347763448819409 -0.11129918764590814 0.073480331118596531 0.032767724244817331 -0.11031268884085239 -0.0062908649117256995 0.032285372701939478
leaf_weight=0.14521297394457988 0.5015040824364394 0.24277642257129517 0.55402989868434815 0.23081450802965264 0.25471140463741893 0.2446913209005287 0.32410075916232006 0.16098119784146547 0.39892823525042331 1.2011258621751029 0.23814688873972045 0.65200863964855571 0.18471405983291334 0.22230647001197212 0.28435354030443705 0.7640913620707569 0.094422743435642387 0.81390750413993262 0.73349780216813076 0.72534318391990382 0.43212945674895209 0.48917113360948761 50.801707602109673 0.98209367837989703 0.52010525363584748 0.20737119758268818 0.65414068428799454 0.67159648344386347 0.87501899762719404 1.7024876037175989
leaf_count=52 54 116 97 9 9 20 14 5 63 57 27 11 6 71 18 44 50 51 13 49 27 16 1873 13 17 13 10 28 29 38
internal_value=-3.28326e-05 -0.000554774 -0.0576263 0.0166995 0.0178061 0.00477272 0.024303 0.00147284 -0.0475551 0.000281227 -0.0350888 0.000946567 -0.0104471 0.0145335 -0.017204 0.0001166 -0.000413146 -0.00091928 -0.038339 -0.0842972 0.000217754 -0.00101295 7.89336e-05 0.0386919 -0.0643016 0.018933 0.000900763 -0.0264253 -0.0514609 0.00204615
internal_weight=66.3075 64.4226 0.930057 0.376027 1.88492 1.63021 1.38551 1.06141 0.559909 63.4925 1.1723 62.3202 0.93415 0.691374 0.50666 61.1191 60.4671 59.703 1.76063 1.02714 57.9424 56.1464 55.1941 1.796 0.952235 0.301794 54.705 2.20076 1.54662 52.5042
internal_count=2900 2735 158 61 165 156 136 122 68 2577 238 2339 211 95 89 2282 2271 2227 125 112 2102 2038 1994 64 44 63 1978 67 57 1911
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=5 16 2 0 5 16 9 0 8 16 13 15 9 18 3 2 13 18 18 7 17 0 6 17 9 17 15 10 16 16
split_gain=0.0633569 0.314304 1.02292 0.54036 0.550862 0.441515 0.422215 0.308037 0.297521 0.560208 0.531054 0.646428 0.621275 0.972099 0.446139 0.704729 0.449581 0.402317 0.888035 0.420372 0.389201 0.363584 0.336639 0.318191 0.347171 0.280012 0.260331 0.251517 0.227664 0.894907
threshold=20.717225865800003 20.784951395750003 145.11127223590003 89.738043936200015 21.042547594650003 20.604951816700005 196.16158123080001 92.313586825200005 8.543332867800002 22.494947397000004 117.54207792135001 38.842471172100005 197.19111486365003 13.278511569200001 93.394346993650018 170.32456123625002 117.68187774410002 13.258783262950002 13.101381023200002 24.052187734100006 187.45953903175004 86.135510041400025 20.305474434200004 189.37128582595003 204.88165762580005 188.84204146815003 41.657300687350009 61.923256118600001 20.394952307700002 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 5 4 6 -2 -3 -4 9 -6 11 -11 13 -13 15 -10 23 18 20 21 -12 27 25 -16 -25 -18 -17 -19 29 -1
right_child=1 3 7 -5 8 -7 -8 -9 14 10 17 12 -14 -15 16 26 22 19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0025161802098023585 -0.066308960360740465 -0.0074355550948130098 0.015735218037872329 0.064830585154226128 0.069822299776208602 -0.2001759236244591 -0.089701581480534143 -0.070144171217594836 -0.094397567411927952 -0.072208903345993947 -0.0036209198735651462 0.014328875291011713 0.037344732795581891 -0.13025275623623275 0.065097582471028814 0.036767396122025987 -0.11498362706100594 0.056508746966023704 -0.07088133554491699 -0.014642755044702808 0.076226173314680332 0.07391166586829899 0.019456093743236973 -0.062269559678201206 0.046870537048043039 -0.020220108523176836 -0.038599609204417976 -0.029837498912934753 0.01864105165617351 -0.089980208705327247
leaf_weight=24.998746026200937 0.73104173208730461 1.2921018172055547 2.4826030142248787 1.2498662748839695 1.4227568981732535 0.3716197039175313 1.2063161395490167 0.50213903014991945 1.4402898051775976 1.654888056218623 1.4537957412176172 1.2552056626518604 2.26015809411183 0.73871601644896134 1.4471447544938203 0.91641012672334887 0.5456498204439415 0.63225775538012363 1.3424724574724676 1.2018010204192249 1.0523419735545756 2.6998541923239827 0.88541052350774396 0.55599094972603758 0.61257884808583185 0.72760178433964029 0.91684989654459059 0.72324670632951893 7.2842100361594921 1.0916697056964029
leaf_count=1619 184 21 217 27 30 7 21 78 24 26 36 34 27 23 38 14 27 13 42 24 24 33 25 27 18 26 27 29 138 21
internal_value=-4.60582e-05 -0.00320174 -0.0291192 0.000550332 -0.00242707 -0.111425 -0.0471562 0.00128727 0.00213696 0.00985006 0.00416725 -0.0191788 0.00145058 -0.0392363 -0.0136167 -0.042051 0.00587927 0.0193171 -0.00524977 0.0373018 0.0299073 0.0526954 -0.0278999 0.0337561 -0.00505696 -0.0608309 -0.000925146 0.0104376 0.00301001 -0.00135403
internal_weight=65.6957 32.3211 4.0874 28.2337 26.9838 1.10266 2.49842 2.98474 24.4854 16.4375 15.0147 5.90897 4.25408 1.99392 8.04793 3.27355 4.77438 9.10577 3.84861 5.25716 2.50614 4.05536 2.15866 2.61571 1.16857 1.27325 1.83326 1.3555 33.3746 26.0904
internal_count=2900 1122 486 636 609 191 42 295 567 341 311 110 84 57 226 65 161 201 102 99 60 75 78 83 45 53 41 42 1778 1640
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=14 4 8 7 15 17 4 6 9 7 2 3 18 3 9 18 18 6 8 18 15 19 18 18 18 16 4 0 6 16
split_gain=0.0738194 0.282963 0.314133 0.375578 0.270869 0.56125 0.441644 0.771134 0.257289 0.479172 0.912124 0.606213 0.556159 0.433949 0.283653 0.256003 0.465491 0.393955 0.967809 0.947448 0.396655 0.395248 0.35167 0.347765 0.271142 0.424639 0.849205 0.360209 0.420673 0.336237
threshold=241.54317565595002 233.74578482015002 8.1436447804000007 22.765858321950002 39.702469286500012 188.54236693505001 227.97173202615002 16.315381206250006 201.11092673680002 24.292705381350004 119.40000354470001 92.359290613450014 15.711526640050002 93.394346993650018 203.31429194770001 13.415872650200003 13.3584252364 16.395383075500003 8.1436447804000007 13.24392582145 41.018034898650008 14.351157895250003 13.465147564100002 13.030213775350001 13.5308213324 22.604947139800004 284.07317522340003 86.530713386650021 15.710367070250003 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 4 3 -3 6 -6 8 -8 -1 11 12 14 -11 -13 -10 16 17 18 -2 20 21 -19 -17 -22 -24 29 -27 -28 -29 -26
right_child=15 2 -4 -5 5 -7 7 -9 9 10 -12 13 -14 -15 -16 22 -18 19 -20 -21 23 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-0.0063397069970920275 0.019511091221296004 0.070091744685438134 0.079614779756785811 -0.079444151559848158 -0.0098663770694200383 0.065875690212964202 0.0098170382614719762 -0.15039614928632275 0.095602755970272679 -0.063886948555909623 0.062389896474249799 -0.1091832868467324 0.036315751804424652 0.019272967856699817 0.033290899625681013 0.055961937688937251 -0.079622576066857298 -0.020917851143119684 -0.14088361572828953 0.074659027478616774 -0.0051153189995184955 0.10331287553919254 -0.056186862162862075 -0.10121958732405417 -0.0038816334673435963 0.10233683297522603 -0.042354236643484498 -0.022618576976723037 0.060007812689764663 -0.080913051464751432
leaf_weight=18.184030374659425 0.83620036133834463 0.31741092973243101 0.98187006494845264 0.35672779246669961 2.0830291617894541 1.8447175892069934 0.67726887219032395 0.53992134644067846 1.430480270646511 2.2386284071544655 1.2611360505834452 0.37648748466744997 0.73602922821373784 0.87229925770952832 1.493030250072479 1.1200060132796377 1.1200171081582082 0.87567078788379171 0.68384015755145811 1.3775977424229493 0.65237338890801744 0.3619614765048027 0.86965480573963105 0.89050166249217 17.237331047228516 1.1426886763947539 1.1637359743472191 1.071327831828967 1.4503627391532061 0.58590363652910937
leaf_count=614 55 19 20 33 47 29 46 13 14 84 22 12 77 49 37 29 32 89 15 30 41 5 26 54 1283 15 35 29 32 14
internal_value=-4.66742e-05 0.00322747 0.0435259 -0.00903679 0.00112473 0.0257069 -0.00234722 -0.0612503 0.000348933 0.0148143 -0.00887851 0.0388678 -0.0390935 -0.0194544 0.0637802 -0.0035243 -0.0207042 -0.0090825 -0.0526477 0.00684324 -0.026756 0.015415 0.00121543 -0.0605838 -0.00139145 0.000712316 0.0270191 0.00366634 0.0249044 -0.00641389
internal_weight=64.8322 33.3931 1.65601 0.674139 31.7371 3.92775 27.8093 1.21719 26.5921 8.40809 4.23579 4.1723 2.97466 1.24879 2.92351 31.4392 6.79816 5.67815 1.52004 4.15811 2.78051 1.23763 24.641 1.54288 23.521 22.6513 4.82812 3.68543 2.52169 17.8232
internal_count=2900 1116 72 52 1044 76 968 59 909 295 183 112 161 61 51 1784 321 289 70 219 189 94 1463 95 1434 1408 111 96 61 1297
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=13 5 5 13 17 10 13 2 8 18 9 5 7 5 2 0 18 13 16 7 5 5 4 2 19 17 7 10 8 2
split_gain=0.0745652 0.376826 0.506408 0.33287 0.444797 0.418654 0.460588 0.894987 0.316239 0.314557 0.72665 0.459137 0.348928 0.328139 0.520195 0.316087 0.291363 0.252213 0.435008 0.309367 0.727679 0.442897 0.27351 0.495036 0.226915 0.30455 1.09256 0.357893 0.230808 0.226661
threshold=117.38883580790001 20.206488238950005 21.042547594650003 117.47217800995001 195.10209338440004 62.106071271500007 117.54207792135001 147.87428232835001 8.543332867800002 13.258783262950002 189.78071820640002 22.000536998450006 24.052187734100006 22.382291025900006 125.31286365695001 86.20003303655001 13.064341268650002 115.02030419500001 21.084950694200003 23.856905110850004 21.269675393700002 21.005083245250002 261.08002863725005 105.39281967610002 14.351157895250003 190.94194574995001 23.162127797100002 61.917879202350001 9.8423191518000017 203.55719022600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 16 4 -4 6 7 -5 9 10 11 -8 15 -13 -15 -11 -3 18 -1 21 -21 -19 23 -23 -10 27 -27 28 -26 -24
right_child=1 2 3 5 -6 -7 8 -9 24 12 -12 13 -14 14 -16 -17 -18 19 -20 20 -22 22 29 -25 25 26 -28 -29 -30 -31
leaf_value=0.00089627421346830799 0.053679287733661707 -0.0059056843992654467 0.0030159630629311143 0.017002693846693697 -0.087297682906637739 0.066096252713907275 0.064074646595027152 -0.11101011144077849 -0.054177952627904528 0.014696322926677236 -0.096273493029281884 -0.11638102652579592 -0.014210880018423196 0.054482619443931971 -0.058446855296462256 0.073056475591705125 -0.077717368216768751 0.088737916184491714 -0.06617056978085549 -0.045425619754282304 0.05229158497703576 0.031160446698945982 0.10114485292682847 -0.085576136722322171 -0.057715284181057237 -0.12786633572359804 0.028393797943652169 0.079289915978067879 0.028986163135962195 0.01313321938379395
leaf_weight=33.223632019586603 1.0561346305767099 0.90536948852241339 1.1799564379180112 1.149401838600171 1.013910772744566 0.9805588260242083 1.2182813882827748 1.0405932773519451 1.1206348176856398 1.613460929685971 0.7051198383924201 0.27115893550217141 1.1691252030432222 0.88383955579047302 0.75747955616679974 2.1846630685031414 1.5028386678022796 1.2069740258157247 0.99611821328289707 1.792523150215857 1.3256725822575388 0.99924525879032466 0.52804433667915851 0.57075667982644518 0.54000311630079545 0.72831813734956075 1.1603173039184183 0.74046219703450322 0.7117238799110055 0.65630795604738523
leaf_count=2075 19 17 23 19 19 19 19 46 35 48 30 5 24 34 74 28 31 16 23 33 31 25 8 44 28 18 35 16 21 37
internal_value=-2.97127e-05 -0.00464293 -0.00749761 -0.00206761 -0.0387231 0.00266975 -0.00121866 -0.0438236 0.0055403 0.0169487 -0.00456207 0.0160935 0.0335601 -0.0144714 0.00236492 0.0482648 -0.0507197 0.00249848 -0.001056 0.0196795 -0.00388204 0.0382262 0.0160917 -0.0112778 -0.0145398 -0.00309384 -0.0318651 0.0241819 -0.0084174 0.0523733
internal_weight=63.9326 22.6334 21.5772 19.169 2.19387 16.9751 15.9946 2.19 13.8046 8.80313 3.83588 3.13076 4.96725 1.91248 1.64132 3.79812 2.40821 41.2993 34.2198 7.07952 3.1182 3.96133 2.75435 1.57 5.00146 3.88082 1.88864 1.99219 1.25173 1.18435
internal_count=2900 608 589 541 42 499 480 65 415 262 162 132 100 113 108 76 48 2292 2098 194 64 130 114 69 153 118 53 65 49 45
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=19 3 18 14 2 5 6 15 2 16 18 9 19 16 6 17 15 15 5 5 15 13 13 6 9 5 13 6 16 5
split_gain=0.0694052 0.235291 0.186 0.0995076 0.329197 0.27662 0.23174 0.230178 0.30324 0.234734 0.660554 0.431003 0.556816 0.354522 0.377874 0.381438 0.301547 0.289858 0.727906 0.869476 1.04297 0.628191 0.788546 0.631961 0.546237 0.515704 0.390816 0.515355 0.448674 0.484927
threshold=14.651182102100002 92.913112988300014 13.434779691800001 241.54317565595002 147.22108985190002 22.247999666950005 16.425383776450001 41.863529088250004 141.08665706260004 22.554947256700004 13.258783262950002 193.60452210450003 14.451165964200003 21.534949641950003 16.405383309150004 179.3150319858 36.869704283850005 39.283112803100003 20.837651832150005 20.102686929350003 31.385732506450001 112.82921081865001 111.42314721645 14.815346158200002 197.6620677562 21.377246852200006 107.97116697695002 14.185331438000002 18.764956119400004 16.069922422900003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 9 13 11 12 16 14 17 -16 -11 18 19 20 21 22 23 26 -22 -20 27 28 29 -1
right_child=1 2 -4 -5 5 6 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 25 -21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0033517367132796408 0.059006908203206948 0.026282543600065385 -0.042239968241384131 -0.0049306345525289199 0.10032623628265769 -0.052012645139848039 0.06656238248309386 0.035959599010876281 -0.065216006276094987 -0.093123389161136938 -0.080664340189225317 0.040539899332610457 0.025266532536428868 0.045388897163206751 0.0077101255799801238 -0.11527200566532861 -0.02057918728647206 0.076456542928766469 -0.0047647596053195119 0.10210705023861366 -0.099639964982881274 0.089186029732497563 -0.11840000603868404 0.045054093331541929 0.0011281004832982412 -0.16597953351824352 -0.043887287686503101 0.052102004936862616 0.065882309489448107 -0.0874428626286049
leaf_weight=2.6337022855068661 0.84922391548752729 0.83573527337284736 0.75311181001598015 28.95372873990982 0.62645540223456808 0.32823602023927378 0.33106397509982344 1.7813762888545159 0.71887413632793951 0.96259283414110486 1.2646980136632917 1.7517945213476194 1.6797364261001346 2.0508982306346288 0.47343764620154505 0.53968310454365565 1.4157064780592916 0.54992488026618858 0.37259781395550717 0.91236305888742286 1.3996844976209115 0.98633998539298851 0.48747776355594474 3.7816879511810839 0.87375241401605297 0.42446799949721026 1.9206980755552647 1.8356487420242045 0.63690272672101844 0.92718719324329857
leaf_count=277 13 27 21 1750 8 13 32 36 29 18 19 45 31 32 139 20 24 8 7 13 31 17 13 61 29 39 57 34 14 43
internal_value=-2.82057e-05 0.0165147 -0.00619705 -0.000693534 0.00318053 0.0527425 0.00752917 0.00108303 -0.0010893 0.000564125 -0.0151715 -0.000914882 -0.0188103 0.0059145 0.00159802 -0.0578017 -0.0499407 0.00498983 0.00270388 0.00724072 0.00165058 0.0124178 0.00622312 0.0113997 -0.0609117 -0.0906178 -0.00460088 0.00790564 -0.0114209 -0.0252474
internal_weight=63.0588 2.43807 1.58885 60.6207 31.667 1.28576 0.6593 30.3812 28.5999 27.881 7.07453 5.80983 4.05804 20.8065 18.7556 1.01312 2.3783 17.7424 17.1925 16.3954 15.4831 13.2096 12.2233 11.7358 2.27344 0.797066 7.95414 6.03344 4.19779 3.56089
internal_count=2900 61 48 2839 1089 53 45 1036 1000 971 137 118 73 834 802 159 42 643 635 589 576 516 499 486 60 46 425 368 334 320
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=13 5 5 13 17 10 13 2 8 18 18 17 2 7 0 7 13 6 16 13 16 7 5 3 13 10 10 10 0 7
split_gain=0.0648786 0.31937 0.394805 0.290372 0.363372 0.347725 0.373981 0.807208 0.28001 0.268273 0.630534 0.336994 0.306466 0.304438 0.28936 0.256441 0.213364 0.530278 0.320924 0.211778 0.373811 0.258997 0.585668 0.424954 0.214813 0.337705 0.931205 0.655417 0.537215 0.503413
threshold=117.38883580790001 20.206488238950005 21.042547594650003 117.47217800995001 195.10209338440004 62.106071271500007 117.54207792135001 147.87428232835001 8.543332867800002 13.258783262950002 13.101381023200002 187.45953903175004 125.31286365695001 24.052187734100006 86.20003303655001 22.620341628000002 117.68187774410002 16.565387047600002 22.624947093000003 115.02030419500001 21.084950694200003 23.856905110850004 21.269675393700002 93.017962855400015 114.01213239605002 66.318885161900013 66.697957758300021 65.727424373200009 92.031298721500022 23.031046061850002
decision_type=2 2 2 2 2 2 2 2 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 15 4 -4 6 7 -5 9 10 11 12 -8 14 -11 -3 18 -18 -10 20 24 23 -23 -21 25 27 -27 29 -28 -1
right_child=1 2 3 5 -6 -7 8 -9 16 13 -12 -13 -14 -15 -16 -17 17 -19 -20 21 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.028293777228614758 0.050374114320944768 -0.013693102106880947 0.0008148534742913739 0.016155912471273823 -0.082782703254921042 0.061450513990711934 0.024623506262169418 -0.10854037274564246 -0.035252136511742915 0.013362218950180952 -0.065792117969691144 0.070359233702004767 -0.072340604446703372 -0.013474441431939505 0.069981147354356066 -0.080655134766827882 -0.12459237085210824 -0.0099068780609909909 0.035648832083967033 0.06827425020683181 -0.062727087941514478 -0.040263167079213839 0.048366410774325762 0.0009396208466776959 0.046608567332906144 0.076654065973460805 -0.055413404754071055 -0.10341472785533426 0.0023169552572717758 0.077495730182624609
leaf_weight=1.9769553268001834 1.0136295008705953 1.1752005387097626 1.1409046725311811 1.1398540044901904 0.95533467907807779 0.93538379090932799 1.0505559946977872 0.95330320894208842 1.1218478665105061 1.5979781406058466 1.1536166498990494 0.95295098212955043 0.47258748199237732 1.1572763693984596 2.074387745000422 1.1140833810495676 0.52811775635927949 1.7040616458980364 1.481457209200016 1.9562802072614425 0.95071249292231996 1.7812695214524867 1.2823141627013681 1.799360108669134 0.99610707056126457 1.6206235145218695 1.7235416191333595 0.90054674337443419 24.886351727475812 0.58231599429382175
leaf_count=191 19 22 23 19 19 19 36 46 30 48 43 24 59 24 28 26 10 71 42 25 23 33 31 105 57 31 118 32 1634 12
internal_value=-2.395e-05 -0.00443221 -0.00711479 -0.00224711 -0.0372837 0.00225227 -0.00134619 -0.0406355 0.00483957 0.0158119 -0.00473009 0.0237188 -0.00546166 0.0312501 0.0453442 -0.0462803 -0.0143557 -0.0370406 0.00509532 0.00234301 -0.000914643 0.018412 -0.00316578 0.0360136 0.000883223 -0.000554039 0.00305983 -0.0300416 -0.00142228 -0.00422328
internal_weight=62.1789 21.7225 20.7089 18.4196 2.09624 16.3234 15.388 2.09316 13.2948 8.45935 3.62971 2.47609 1.52314 4.82964 3.67237 2.28928 4.83548 2.23218 2.60331 40.4564 33.6372 6.81922 3.06358 3.75564 32.6864 31.6903 28.2305 3.45982 26.6099 2.55927
internal_count=2900 608 589 541 42 499 480 65 415 262 162 119 95 100 76 48 153 81 72 2292 2098 194 64 130 2075 2018 1783 235 1752 203
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=19 7 18 17 10 16 0 8 4 17 18 6 6 9 13 16 9 9 2 3 16 8 16 17 10 6 0 13 9 15
split_gain=0.0618393 0.22213 0.190852 0.0937068 0.545324 0.509058 0.296272 0.28497 0.254361 0.400913 0.39074 0.369473 0.508932 0.363604 0.318133 0.266764 0.271685 0.266346 0.249033 0.209196 0.418372 0.252333 0.204629 0.192724 0.328849 0.558686 0.633949 0.366301 0.17337 0.148824
threshold=14.651182102100002 23.824098587650003 13.434779691800001 201.37020668845003 61.960894532450006 22.644947046300004 88.576630023850015 1.7486353823000003 178.77399478955002 203.35246479535002 14.322090334300002 15.955372794750003 14.925348728400001 208.47660979520001 103.32013441125001 18.844955932300003 191.40721473735002 221.19163465210002 198.68761053240004 81.430708313150021 17.654958715000003 7.2443465838000014 18.684956306450005 198.29010168345002 62.837331883000012 14.905348261050003 96.588235252600015 117.47217800995001 205.20707599510004 23.304416445750004
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -5 6 -6 -8 -9 28 -11 12 13 15 19 16 -12 -16 22 20 21 -15 -18 -1 27 26 -26 -25 -10 -28
right_child=1 -3 -4 4 5 -7 7 8 9 10 11 -13 -14 14 17 -17 18 -19 -20 -21 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=-0.0011197393652149282 0.026819572854076192 0.060216353994545925 -0.042320783999088479 -0.11860575172627588 -0.060330144348566553 0.088874332431583297 -0.10180828348534157 -0.053454593099042338 0.016273785109709924 -0.094581437470633953 0.054661759950431023 0.069026130717831077 -0.084145905857517134 0.095445900795656291 -0.099699882119336655 0.084304961027661579 -0.0990574427777276 0.0062382723145636004 0.031926221218231007 0.086270859003514389 0.088648905328502225 -0.10227637595010249 0.012883429684624493 -0.063970871539496613 -0.10501303987243019 0.06441029622224087 0.00010489221713872398 0.025867263180055416 0.084663973582855934 0.071356864555143271
leaf_weight=41.604002800341505 0.85934207745594837 0.76367893442511547 0.74566332701942883 0.43507690541446109 1.0301975252004894 0.55488955834880549 0.28769316260877431 0.83067122608190302 0.71645187813555622 0.46126346825622011 0.8417656099918539 0.7042797787580638 0.7556839852768461 0.07696131363627523 0.72606734214059521 0.64533771015703667 0.44659593241522066 0.35256427490094211 0.54468557439395227 0.28126928210258484 0.25326325092464685 0.400077851023525 0.25743434391915798 0.87513964110985287 0.4989115012831461 2.4361251760274172 0.72757838426332433 0.9427979822303314 0.76801168787642382 0.49094406020594761
leaf_count=1933 28 11 22 8 38 20 137 31 25 8 71 24 31 7 45 16 51 16 27 5 11 106 8 16 38 36 66 26 23 16
internal_value=-2.10101e-05 0.0158215 -0.00530208 -0.000657627 -0.00881342 -0.00444512 -0.00943362 -0.0038258 -0.000715265 0.00460672 -0.00574473 0.000774077 -0.00783772 0.00411101 -0.0272918 0.0281032 0.0107536 -0.0650727 -0.0188452 0.0129936 -0.0152284 -0.0703776 -0.0581254 0.00129156 0.0180913 0.0336164 -0.0100637 -0.01738 0.0516566 0.0288124
internal_weight=61.3144 2.36868 1.60501 58.9457 11.3702 10.9352 10.3803 9.35008 9.06238 8.23171 6.74725 6.28599 5.58171 4.82602 2.0902 2.73582 2.09048 1.07863 1.24872 1.01157 0.730302 0.477039 0.70403 47.5755 5.9715 4.15356 1.71743 1.81794 1.48446 1.21852
internal_count=2900 61 50 2839 708 700 680 642 505 474 426 418 394 363 190 173 157 61 86 129 124 113 59 2131 198 156 120 42 48 82
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=0 10 9 3 7 10 19 18 9 5 16 4 5 7 18 15 17 5 5 6 5 6 6 18 6 19 5 16 18 3
split_gain=0.0600375 0.246406 0.183477 0.210456 0.364409 0.155613 0.140897 0.139825 0.255585 0.426004 0.240565 0.223314 0.202309 0.212651 0.197783 0.188907 0.128502 0.115791 0.30975 0.288463 0.253855 0.410442 0.194873 0.450224 0.855992 0.381116 0.25826 0.233233 0.512276 0.365684
threshold=85.716110573100011 61.917879202350001 187.38923140910003 93.985807782350022 19.617375644250004 61.928633034850002 14.651182102100002 13.415872650200003 191.40721473735002 29.750488688650005 22.744946812400002 195.32149859550003 23.663981639800003 19.152455927400002 11.780121045600003 25.706584583850006 181.85746889350003 25.556820288350004 23.953129400350004 16.435384010100005 22.963361893800002 16.445384243750002 16.455384477450004 13.278511569200001 16.565387047600002 14.351157895250003 22.852794041600003 22.604947139800004 13.5308213324 90.525762168450015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 -4 17 8 10 16 11 -1 -13 14 15 -14 -10 18 20 -20 22 -22 26 25 -25 -24 27 -2 -29 -30
right_child=6 2 5 4 -6 -7 -8 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.077229091016932538 8.5742498834554575e-05 0.023545832403644069 0.010933683217392477 0.066690228485561193 -0.11347832801908478 -0.089299089526047676 0.030663290203172846 0.053736861172098575 -0.037685326072626819 0.036935741668256646 0.05941354337358299 0.099414451203361537 -0.10819108875948807 -0.1038893254155987 0.047726778621469748 0.0165428282730136 -0.11264252434509506 0.039383250800233978 -0.093736654505314432 -0.0062347805043108289 -0.007921090894151982 0.064021228849619458 -0.028401595736148852 -0.090677519565202855 0.012167255813152728 0.032997823029991831 -0.074182273967320939 -0.0085800089104253047 0.012392100750087315 0.097152255190096265
leaf_weight=0.34196695455443604 34.51631409460515 0.73417222168063767 0.19400310004129995 0.16087378546944819 0.37150880279386911 0.76828124275243681 1.5663384930230666 0.50761184655129898 0.43596363859251119 0.51092701684683561 0.8697765665128826 0.22629091545059044 0.20696436567231991 0.18017884268556361 0.68291759684507269 0.29374412555443996 0.4810905866761459 0.74428189567333802 0.67186417953052913 0.85772567804087885 1.5712282914901146 1.6011263696127569 1.7917901910841454 1.7650077878206505 1.4945949651882982 2.3198148906230927 0.44050220865756173 2.2209258610382667 0.89624385419301722 1.1780685773119328
leaf_count=75 1877 19 7 8 78 99 32 20 16 16 18 13 62 55 37 29 28 35 33 37 44 26 34 51 27 32 7 34 29 22
internal_value=-2.20506e-05 -0.00875568 -0.0361751 -0.0111663 -0.0590355 -0.0690915 0.00111228 0.00414444 -0.00180704 -0.0362394 0.0157417 -0.00391848 0.0118477 -0.00268187 0.0127246 -0.0350151 -0.0770082 0.000223337 -0.000344533 -0.0446695 0.00101701 0.0283891 -0.000845445 -0.0157643 -0.0435211 0.00624066 0.0019562 0.00282035 0.0247956 0.0605301
internal_weight=60.6021 6.96627 2.22884 1.26655 0.532383 0.962284 53.6358 4.73743 4.22982 1.42798 2.80184 1.93206 1.5901 1.3638 1.18363 0.500708 0.917054 52.0695 51.3252 1.52959 49.7956 3.17235 46.6233 7.37121 3.2596 4.11161 39.2521 38.8116 4.29524 2.07431
internal_count=2900 580 211 105 86 106 2320 369 349 60 289 271 196 183 128 91 44 2288 2253 70 2183 70 2113 144 78 66 1969 1962 85 51
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=16 16 13 17 19 18 5 10 10 7 15 15 15 2 19 0 9 7 5 18 13 13 10 9 5 17 10 16 19 10
split_gain=0.0566473 0.192184 0.192147 0.170578 0.221311 0.152117 0.153533 0.151759 0.196293 0.0992131 0.224784 0.191821 0.30116 0.257961 0.132549 0.17729 0.347442 0.263689 0.281928 0.211926 0.197581 0.491064 0.229666 0.170059 0.163559 0.171163 0.160814 0.160591 0.169617 0.518149
threshold=9.6249774926000011 11.934972090850001 73.376087754350024 177.48499193625003 10.650859343850001 17.248993197150003 1.6103415277500004 90.740838818900016 104.14280259920001 26.709562027450005 19.112687623850004 20.310401204950004 24.673905035600004 237.82463207520001 11.950964240300001 98.615332683000005 188.14427954665004 25.926164922500003 15.210950700600003 16.366336611050006 102.47595855830001 99.962250206350021 75.465019721650009 48.745053608200003 12.393278704700002 195.44378352670003 75.645146416450004 15.444963882950001 12.651020723000002 72.496961945650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 6 -4 -7 -9 14 -11 -12 -13 -14 -3 19 24 -18 -19 20 21 -16 23 -22 25 -17 -24 -25 -29 -30
right_child=1 9 5 -5 -6 7 -8 8 -10 10 11 12 13 -15 15 16 17 18 -20 -21 22 -23 26 27 -26 -27 -28 28 29 -31
leaf_value=-0.10137437850246751 0.055593520366876592 0.021808793599247416 0.085291710059703818 -0.10229995326862609 -0.10275248395780107 0.076441904346817746 -0.069793411128577024 -0.10093604318531363 0.099374646470512862 -0.081062516503705398 0.074810151455498936 -0.079520251740108322 0.082819880490848596 -0.040096717994969798 0.029715449315230041 -0.10219428624027621 -0.10482969023214615 -0.06875709591708612 0.063086292585304543 0.052812802783487371 0.058671782428196845 -0.10821365608470919 0.071991269738290384 -0.049228303309995051 0.077400669680459722 0.024373584731809707 0.0043527320258264042 0.036255932871154549 0.00049820155417606841 -0.07722310775320354
leaf_weight=0.11792211810825293 0.23089986962668163 2.8803398025302149 0.088284744560951145 0.346982725939597 0.14288560921499993 0.68010347877861932 0.23050438596510503 0.12378666325002996 0.080888561533356551 0.48493290511760179 0.26332369436568104 0.4893974687947773 0.35223117269924842 0.33136121278221253 0.48927299668139201 0.15170301558100563 0.65993044141214319 0.40494801936438307 0.27054821180354338 0.77669376216363062 0.48744350951164861 0.5463663057089434 0.76213143579661735 0.67215933326769928 0.32754570757970214 0.36135681218001992 0.65241126182081643 1.2557304905276385 44.424164954592015 0.87466657086042587
leaf_count=143 50 200 4 166 39 24 79 100 4 80 19 59 17 42 36 24 75 32 20 21 12 82 16 38 8 40 24 75 1326 45
internal_value=-2.80186e-05 -0.000489434 0.0204467 -0.0518081 -0.00493683 0.0323824 -0.0268445 0.0537221 -0.0217724 0.0001492 -0.0221952 -0.00232016 -0.0196351 0.0232379 0.000915825 -0.000217122 -0.02817 -0.0598726 -0.0159515 0.000976932 0.000174358 -0.043051 0.00108555 -9.16853e-05 0.0221943 -0.0130504 0.0407952 -0.000698204 2.47876e-06 -0.0010025
internal_weight=59.9609 58.6394 1.32149 0.720768 0.373785 1.20357 0.318789 0.884779 0.204675 57.9187 1.92125 1.43631 1.17299 0.683592 55.9974 53.1171 2.17603 1.33543 0.675496 50.941 50.1643 1.03564 49.1287 47.7142 0.840606 0.51306 1.41454 47.2267 46.5546 45.2988
internal_count=2900 2546 354 255 89 211 83 128 104 2291 217 137 118 59 2074 1874 199 127 52 1675 1654 118 1536 1496 72 64 40 1484 1446 1371
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=14 4 6 15 14 12 3 16 10 19 10 6 6 9 9 6 6 7 18 17 18 8 3 16 2 16 2 7 19 5
split_gain=0.0530654 0.242293 0.261465 0.249157 0.192588 0.210328 0.187118 0.520143 0.441857 0.927462 0.360454 0.381526 0.342277 0.50394 0.625577 0.39216 0.29207 0.394285 0.273758 0.710047 0.230403 0.201692 0.199963 0.404222 0.231013 0.339922 0.284946 0.185694 0.416834 0.184905
threshold=241.54317565595002 233.74578482015002 16.425383776450001 21.274833872300004 244.99684607285005 179.95305839630004 92.837836160650014 22.654947022900004 62.046925192600007 14.251149826300002 61.971648364950006 15.925372093750001 13.955326063950002 199.21354841250005 196.98862600660001 13.705320222600003 14.835346625500001 26.038885134450002 13.622618370000001 203.08534335880003 13.601370067700001 8.6432548896500023 93.308316333450009 22.764946765650006 215.60007756200005 19.304954856600002 300.91297426285007 23.046547257250005 13.451085274650001 21.850554661550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 7 10 21 -10 -6 12 15 14 -14 20 17 -15 -13 -20 -12 22 -8 24 25 -24 27 28 -26 -21
right_child=4 2 -4 -5 6 -7 8 -9 9 -11 11 18 13 16 -16 -17 -18 -19 19 29 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00088120005878077827 -0.077032136076650673 0.060092339503566641 0.095307402156430465 -0.046992934801760006 -0.11943122333369641 0.0044790904228569533 0.03693491458599233 0.07231030831840525 0.026382980389199107 -0.11729015165885137 -0.071546387900818006 0.074233437382487208 -0.040770707569608516 -0.11102774473938222 0.077947970351784246 0.066602151221777248 -0.019499320997678659 0.001494629898546132 -0.058546485645223606 0.018613863244116617 0.0026673890837789834 -0.03353899132092493 0.043687373022721881 0.092737259705446606 0.074947760553064915 -0.07160911543621655 -0.076807977973848529 0.055652138233839112 -0.11031148261099191 0.084092463092940301
leaf_weight=29.19435978364459 0.71584257460199541 0.44935116291708144 0.57302751313545741 0.4206988936275593 0.24856320442632807 0.56754906132118776 1.614835337823022 1.0579855609685171 0.77434384877687978 1.070407759521913 0.44215086395706737 1.031956767663359 0.94226710445945971 1.1771601198834107 0.83912982814945281 0.94791913818335238 1.4679119399661429 0.42342336345609499 0.90029117139056358 0.87170150328893192 7.7646020619831688 1.5330614498234352 0.32875753787811923 0.37423553876578797 0.23352371911460046 1.1508340535474415 0.31949657056429703 0.87542971811490133 0.25306798232850269 0.85357095208019018
leaf_count=1044 38 28 13 31 7 10 26 34 39 60 49 13 30 70 13 35 42 21 19 27 954 62 35 7 23 61 39 22 29 19
internal_value=-3.81144e-05 0.00285835 0.0428573 0.00831295 -0.00312151 -0.0409858 -0.00135422 0.00417703 -0.0136573 -0.0569826 0.000152385 0.00183532 -0.00567572 -0.0271545 0.0151519 0.00570314 -0.0517152 -0.0812607 0.0305949 0.0134431 -0.00133099 -0.0016983 0.00777976 -0.00553741 -0.0171719 -0.0459908 0.00818631 0.0281239 -0.0214024 0.0510091
internal_weight=59.4175 30.6374 1.44308 0.87005 28.78 1.28339 27.4966 18.9686 8.52799 1.84475 17.9106 17.6621 14.0046 4.84989 1.7814 9.15467 3.0685 1.60058 3.65752 2.62556 8.20675 6.68324 5.15018 3.53535 3.16111 1.47959 1.68152 1.36202 0.486592 1.72527
internal_count=2900 1116 72 59 1784 48 1736 1333 403 99 1299 1292 1214 176 43 1038 133 91 78 65 1003 304 242 216 209 96 113 74 52 46
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=0 10 12 4 5 5 9 15 10 0 19 4 19 7 17 13 0 12 4 9 7 16 5 7 4 2 18 16 18 19
split_gain=0.0545773 0.204721 0.167158 0.219471 0.20974 0.146697 0.165304 0.122454 0.213234 0.169955 0.123681 0.187403 0.120152 0.120113 0.290217 0.234637 0.229334 0.410685 0.351949 0.307154 0.206504 0.201403 0.197789 0.180875 0.303638 0.488486 0.148064 0.652815 0.595918 0.490145
threshold=85.716110573100011 61.917879202350001 208.33288250865004 175.46299761980001 21.269675393700002 23.398433971250004 67.971334251450017 43.132842597400007 61.82916008405001 84.95796538030001 14.551174033150001 376.98468903265001 14.651182102100002 22.580174331950005 189.37128582595003 104.58102127445001 89.528344202050008 98.870599058600007 172.73046293330003 62.308883479750001 22.372035319250003 22.714946882600003 9.2840159951500016 22.747724408400003 194.78797560380002 126.02137215710002 13.482409244300003 22.584947186600004 13.5308213324 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 7 3 4 -3 -5 -7 8 9 10 11 -1 13 14 16 22 17 -2 -19 -18 -20 23 -16 24 -15 -26 27 -25 -28 -29
right_child=12 2 -4 5 -6 6 -8 -9 -10 -11 -12 -13 -14 21 15 -17 19 18 20 -21 -22 -23 -24 26 25 -27 28 29 -30 -31
leaf_value=0.013668645475921068 -0.067174858288187034 -0.017121133708982487 -0.10408452544356679 0.037904070806782549 -0.11267064639098677 0.075866243267609657 -0.10552445259794348 0.028551310455690749 -0.07982309892538525 0.072258317172501238 -0.051023506545629219 -0.10284537405760968 0.028807337117150108 0.0082358827493036278 0.069199277137626566 0.083221605651280853 0.0010342560054920518 0.070293142767065234 0.017218812339998817 0.082390391080941039 -0.067526123460208184 0.060042170504993164 -0.07481972328628346 0.043556374406347055 -0.10825540673561972 0.0011260679497606511 -0.092148823767116361 -0.034751649026804471 -0.0014360780314859373 0.049631068318813219
leaf_weight=1.7921141821477706 1.0207336203166044 0.55998865290894195 0.29424336950660279 0.64327096949637053 0.38954104634285613 0.070665889303199947 0.17381692035996821 1.3623945331200955 0.35954879742348556 0.30651112649593404 0.50125664580264118 0.14956539816012071 1.5136747085489322 1.4024482170425465 0.17350912698020671 0.905766393058002 1.4561011434707327 0.66114846803247918 0.63566817318496738 0.68114397067256494 0.52504171093460172 0.52342528756707807 0.21171691181370988 3.5036319590290068 0.84155772501253501 0.79302675214057672 0.74068320915102859 3.0574864209338561 32.512287580447264 0.8883716644195373
leaf_count=250 16 14 68 28 41 4 56 38 14 11 27 29 32 25 11 21 123 9 34 31 13 16 31 54 18 26 11 75 1755 19
internal_value=-4.05109e-05 -0.00860502 -0.0341079 -0.022901 -0.05632 0.0128434 -0.0530949 0.00355228 -0.00740256 0.00206797 -0.0067387 0.0046937 0.00104601 0.000214457 0.0131672 0.0554189 0.00221366 -0.0163942 0.0120567 0.0269626 -0.0211152 -0.00162058 -0.00995232 -0.0023585 -0.0259002 -0.0551884 -0.00060192 0.0121409 -0.00345663 -0.0157537
internal_weight=58.6503 6.60292 2.13153 1.83728 0.94953 0.887754 0.244483 4.47139 3.109 2.74945 2.44294 1.94168 52.0474 50.5337 6.27083 1.29099 4.97984 2.84259 1.82186 2.13725 1.16071 44.2629 0.385226 43.7395 3.03703 1.63458 40.7025 7.44949 33.253 3.94586
internal_count=2900 580 211 143 55 88 60 369 331 317 306 279 2320 2288 289 63 226 72 56 154 47 1999 42 1983 69 44 1914 148 1766 94
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=5 5 9 9 4 6 2 2 5 6 5 7 0 7 13 5 10 9 18 18 6 14 15 19 6 0 18 18 17 17
split_gain=0.0567331 0.316994 0.238731 0.216957 0.214655 0.29003 0.181584 0.194561 0.22177 0.307392 0.300479 0.292691 0.319235 0.209454 0.18339 0.177 0.148979 0.240943 0.183139 0.195458 0.16454 0.414794 0.537628 0.578162 0.325415 0.26728 0.443071 0.304827 0.266056 0.228636
threshold=23.606333875400001 23.151456684850004 199.02473417820002 186.67271206880002 122.51844363470001 22.585527707250005 92.716362671650018 357.36576196840008 25.556820288350004 16.395383075500003 24.779543538450003 23.124786352450005 85.253695774650012 23.477153707700001 117.59047016770002 26.225713454500006 61.928633034850002 191.62448690950001 12.777826849750001 12.918470885650002 16.455384477450004 270.24788447820009 39.283112803100003 14.451165964200003 16.445384243750002 86.001087134900004 13.278511569200001 13.316069313700003 188.16174763880002 195.89498576185002
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 6 -6 8 9 -8 11 12 -11 15 -13 -10 17 -1 -18 -20 24 22 23 -22 25 -21 28 -28 -27 -23
right_child=4 2 -4 -5 5 -7 7 -9 13 10 -12 14 -14 -15 -16 -17 18 -19 19 20 21 29 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0073760233749236223 -0.11527037048437501 0.053772308373476775 0.079604620912362478 -0.016487109893285553 -0.10672465626884542 0.09501135225723252 -0.077045440931957601 -0.093442939855858234 -0.10397004439700797 0.028432732748602915 -0.082585565836542918 0.071324472409373119 -0.11147389581409879 0.07638400982274221 0.0042805925132214364 0.012937521846607692 0.045321659191911397 -0.055832129845963842 -0.039120148686942822 -0.045958748919863471 -0.058864774543111842 -0.022039864413011423 0.053997954579407995 0.017200627213573745 0.067937341905289272 0.011228495767352523 -0.079642391617765304 0.0017117220101029052 0.079779448193828525 -0.11205277953673072
leaf_weight=1.1796762237208889 0.18351874453946848 0.78646227365788879 0.82367595696996421 0.99625310534611344 0.1882177338884502 0.27450463641434897 0.73585167799683437 0.25007122497027001 0.13942513887741403 0.30215320628735831 0.41652429445912265 0.68846403420320701 0.35436965164262801 0.51320690099237243 1.0015131596883291 1.8202073808488419 0.89586538044386443 1.2338173746393293 1.2632265120046202 1.1283898009464781 1.9736117921966063 0.54093962354818337 1.2852356631774453 2.0240331655368209 0.7630324219353487 1.1076112976879806 0.46708232536911864 33.02736651162013 1.1581940790638325 0.58992357435636222
leaf_count=34 5 26 19 21 36 6 55 31 38 14 43 15 31 20 36 264 21 34 32 37 47 17 19 41 11 29 7 1869 19 23
internal_value=-3.94392e-05 0.00110443 0.0350803 0.0145085 -0.00857419 -0.00564492 -0.00995546 -0.00702806 -0.00340935 -0.0196101 -0.0043139 0.00958 -0.0470843 0.0195135 0.031593 0.00461971 -0.000716253 -0.024937 0.000548372 -0.000336517 0.000775296 -0.0140302 -0.0022642 -0.0203524 0.00329733 0.00196027 0.00347232 0.000577233 0.0462692 -0.0689958
internal_weight=58.1124 51.2444 2.60639 1.78272 6.86803 6.68451 6.41 6.22179 5.97172 3.49888 2.76302 2.3465 0.656523 2.47284 1.68998 1.95963 48.638 2.41349 46.2245 45.3286 44.0654 6.41374 5.28288 3.99764 37.6517 36.8886 35.7603 33.4944 2.26581 1.13086
internal_count=2900 2306 66 47 594 589 583 547 516 194 139 96 45 322 51 302 2240 68 2172 2151 2119 147 107 88 1972 1961 1924 1876 48 40
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=9 13 13 15 7 16 13 15 5 8 15 13 13 16 18 19 17 17 7 13 16 10 8 0 10 6 8 12 19 10
split_gain=0.0523057 0.220343 0.249986 0.251202 0.120302 0.0902731 0.209525 0.163396 0.127637 0.243721 0.174945 0.134046 0.164139 0.153477 0.153037 0.136126 0.133756 0.126651 0.117759 0.339388 0.0896847 0.402566 0.46262 0.430458 0.447038 0.347833 0.318508 0.31358 0.476943 0.395184
threshold=38.136666659400014 96.209162656250015 92.138837046750012 6.9561856507500011 23.875242364300004 8.2099808015000022 83.635243980150008 13.458859309100001 9.180927113800001 2.0484014478500003 12.209425427750002 95.870416931800023 92.692659421600013 12.879969881000003 17.327266398450003 11.850956171350001 178.84025369870002 177.48499193625003 26.752366550650006 99.381543250150017 15.919962772200003 72.953999827850012 7.5441126493500006 96.055920542800024 70.182199495350019 14.815346158200002 7.943800736700001 211.56805207830004 12.751028791950002 76.763544998700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 -2 10 -10 -8 12 13 17 18 -16 -12 -11 20 -20 27 23 -23 24 -22 26 -26 28 -13 -29
right_child=5 -3 -4 4 -6 6 8 -9 9 11 16 14 -14 -15 15 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.06587213390695508 -0.1015916662295927 -0.10343036302355546 0.051505914159366707 -0.0096731132004014703 -0.10272743968765757 0.076070913457142952 0.070563412878361848 0.096783553560433611 0.078951652605131026 0.048757601981809257 0.06884026335825337 0.006720958226332046 -0.090442273819660815 0.067497464311478447 0.092602951485889651 0.012990369425503752 -0.0872511678910496 -0.1022329728845825 0.056317971493346955 -0.091343209153024935 0.0012433995300448579 0.031111248640511974 -0.10342646446033171 0.045871040061959717 -0.0027354209124255823 0.0082457056472225732 -0.089655378348595285 0.073111606734067303 -0.10713715004430296 -0.021925540894885437
leaf_weight=0.18044563467992591 0.19625414228630589 0.25344127298740193 0.52892642380902544 0.21895799403137062 0.38012603302922798 0.36673501039331213 0.10927198539138672 0.05266269957064651 0.39565192710142483 0.083749260127659819 0.062351469023269601 4.5268236248730309 0.36066999916693021 0.19265607494162396 0.32887736894190212 0.61902702174847946 0.45923480761121027 0.16500557155450224 0.23640575443277967 0.4556959911424201 38.690118466062358 0.38071099575608858 0.77765117370290682 1.9972083622124035 0.60653954127337728 1.0387370869284493 1.3825090234677189 1.4259732709342645 0.40045294738956716 0.63121160020818923
leaf_count=54 118 71 45 34 204 27 6 3 16 24 8 244 90 11 15 38 113 81 13 43 1174 13 93 41 39 32 121 62 35 32
internal_value=-3.84317e-05 -0.0180881 -0.00155771 -0.0375624 -0.0687172 0.000465512 0.000734068 -0.0596219 0.000234694 0.000750528 -0.0444884 0.000180723 -0.0403969 0.000494323 0.000789094 0.0406121 -0.0685917 -0.0513984 7.07611e-05 -0.0409056 0.000617636 -0.00102304 -0.0592089 0.000518766 -0.00165243 -0.0386564 -0.06315 0.0111586 -0.00253259 0.0439511
internal_weight=57.5041 1.5619 1.30846 0.77953 0.599084 55.9422 55.6933 0.248917 55.3265 54.6957 0.630858 54.3 0.802081 0.441411 53.4979 0.947904 0.521586 0.248755 52.55 0.692102 51.8579 44.8735 1.15836 43.7151 41.7179 3.02779 1.98905 6.98446 4.92728 2.05718
internal_count=2900 408 337 292 238 2492 2371 121 2344 2217 127 2201 206 116 1995 53 121 105 1942 56 1886 1513 106 1407 1366 192 160 373 279 94
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=14 12 16 15 0 3 19 19 19 0 13 12 3 0 3 7 16 17 17 17 5 18 16 2 18 16 5 7 13 9
split_gain=0.0589768 0.206215 0.177803 0.633033 0.635291 0.752893 0.581434 0.392598 0.402243 0.389901 0.672468 0.434902 0.386875 0.832738 0.593719 0.466193 0.368547 0.372834 0.827492 0.483761 0.442966 0.37099 0.350162 0.331112 0.255809 0.249196 0.27167 0.495225 0.281433 0.218867
threshold=241.54317565595002 172.75554276225003 19.214955067100004 27.008040895250005 94.047642319350018 84.968719212850019 13.751109481500002 12.751028791950002 13.051052998800001 96.055920542800024 108.61908538635001 93.660658182900008 86.302194445500007 90.837623311600012 89.125075482450015 23.302979953550004 20.784951395750003 188.54236693505001 186.52991945525002 184.59783591905003 21.446355970350002 12.777826849750001 22.654947022900004 81.219375828750017 14.194363735100003 13.894967507500002 16.579584939650001 24.052187734100006 104.51649827935002 192.09062119805003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 9 24 25 -9 10 11 -6 -8 14 -14 16 -16 18 19 21 -19 22 -18 -10 -4 -1 -27 28 -28 -22
right_child=-2 -3 6 4 5 -7 12 8 23 -11 -12 -13 13 -15 15 -17 17 20 -20 -21 29 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.065631439422969076 -0.0034193987796339374 0.057222388334718044 -0.02525001446837595 0.084047866702634658 0.037807184087534168 -0.088759953111570006 0.069047015013442389 -0.096208630568724696 0.045124334789817408 0.098557320599949219 0.089718383128343945 -0.10978378252024515 0.10194964746201184 -0.074192645223989717 -0.055145501521018492 -0.055444301519460205 0.078221645156487885 -0.0024233510708143394 -0.059961352145142567 0.065470347030027215 0.084398108095964985 -0.057845701886980606 -0.011656219002233176 -0.062915238725322301 -0.11134487848062453 0.036209945114623714 0.084315957969384944 -0.11090865251096962 -0.043974163427790293 0.031808461903280447
leaf_weight=0.40236218621885766 27.182216971975777 0.68587306112749402 0.71950953692430875 1.9084588004079703 0.33316273649688877 0.61296444968320418 0.79374531283974903 0.87844224071159294 0.59798464641789884 0.69375626038527105 0.57914766669273376 0.49820791196543723 0.60201640892774122 1.471615106333046 0.90403508041344949 1.3456254247575987 0.66478751235990641 2.4728745007887483 1.9446033204148987 1.4583829813345799 1.3564619636163118 0.91406674351310346 1.2457912796817252 0.53967274337992421 0.66323075210675597 2.4170250432071048 0.38806969494908095 0.4093349629547447 0.30569769527210156 1.8996338800061492
leaf_count=153 1784 16 24 62 8 31 13 88 26 14 7 34 14 31 30 23 20 42 43 31 27 17 45 67 18 91 8 15 83 35
internal_value=-5.34232e-05 0.00302653 0.00174567 0.0120916 0.0398277 0.00876958 -0.00417625 -0.00951271 -0.0453766 0.0371794 0.00699104 -0.0506383 0.000874828 -0.00244899 0.00468074 0.000558796 0.00641847 0.0110733 -0.00586346 0.0186983 0.0294843 -0.00545034 0.0196169 -0.00612661 -0.0665454 0.00892077 0.0174423 -0.0236797 0.0277869 0.0537169
internal_weight=56.8888 29.7065 29.0207 10.5643 4.6257 2.71724 18.4564 5.93859 2.0161 2.10427 1.41052 0.831371 17.0736 16.2799 14.8083 14.2063 12.8606 11.9566 6.22763 4.28303 5.72897 2.82465 1.91058 1.13766 1.38274 3.92249 3.52013 1.1031 0.693767 3.2561
internal_count=2900 1116 1100 687 156 94 413 531 181 63 49 42 371 358 327 313 290 260 156 113 104 82 65 93 42 350 197 106 91 62
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=14 12 2 13 6 13 7 0 7 12 5 19 16 18 5 0 16 7 6 5 9 14 17 19 17 5 4 4 12 2
split_gain=0.0533202 0.287 0.376006 0.226652 0.326572 0.286487 0.432657 0.27362 0.220951 0.255016 0.193223 0.191165 0.495996 0.205435 0.555086 0.351452 0.335292 0.273706 0.34389 0.200434 0.41137 0.18988 0.167566 0.159817 0.159514 0.150501 0.130608 0.24458 0.135921 0.373463
threshold=202.65261526855002 114.86856072930001 86.011634045550025 117.59584708395001 16.525386113000007 108.36905878025001 24.673428656250003 92.031298721500022 22.580174331950005 113.21840097485001 21.446355970350002 12.851036860900001 18.564956587050002 13.849588037450003 17.671168838450004 89.528344202050008 20.194952775400004 22.398098708400003 16.575387281250006 17.501078540900004 201.2906445504 204.50376127325003 199.01194954300004 14.251149826300002 166.83257850275001 21.679100857650003 206.65670169075003 207.98441978950004 148.24135922650004 128.59294673040003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 10 9 23 -7 19 22 15 -15 17 -16 18 -14 20 -1 -2 -13 -4 -23 -12 -26 -28 -29 -30
right_child=21 3 8 4 -6 7 -8 -9 -10 -11 25 12 13 14 16 -17 -18 -19 -20 -21 -22 24 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.039451312594624116 -0.05757118686077594 -0.11056275409849853 0.023101239494988705 -0.075017070786256995 0.025549940607109734 0.0069014883731240949 0.036218569068125782 0.088653603114214413 -0.089480118784908275 0.096317333549425677 0.10339303362279154 -0.11156593087141271 -0.063733402062606068 0.020344224658084043 -0.11291538460294254 0.056282156435026237 -0.013924991130440115 0.029072437079764469 0.011835032767085007 0.094797619164457628 0.065409913726687474 -0.049160397515111601 -0.015905807768205275 -0.10690679648668466 0.039183245651353019 0.030541844801044316 -0.068991552896009473 0.025562215076074576 -0.064637784375591562 1.4241258360229203e-05
leaf_weight=0.73257438335713476 0.60998761935843404 0.32697160017414617 0.16515647043911375 0.53268919751280897 0.81989236352819717 1.7325628362596042 0.52048934297636151 1.0067211972782386 0.767795857420424 0.16778404124852386 0.46822844818234421 0.53525793995140603 1.102722168900071 1.683728290256113 0.71233014378230997 1.462465615943074 0.65845122141763568 1.7894791550934313 1.3267186951416077 0.38743066679444371 0.76456144079475052 0.68369927708044897 0.27833542226289865 0.22118824301287532 0.81464576825965096 0.71905484577837342 0.52606369584100221 1.9206645866415772 0.91948717876220953 31.584508382513832
leaf_count=39 36 28 47 12 38 31 27 14 39 11 6 40 21 26 25 26 15 37 42 21 37 210 18 9 32 51 18 140 28 1776
internal_value=-3.56365e-05 0.00428945 -0.0042546 0.0220787 -0.0140565 0.0323165 -0.0204133 0.0436971 -0.0547483 -0.00662427 0.0281967 0.00158313 -0.00416093 0.0027941 -0.01812 0.0140383 -0.0653656 -0.000605358 -0.0224654 0.0306895 0.0140995 -0.00223938 -0.07884 -0.0513303 -0.00131339 0.0592721 -0.000398734 -0.00132133 -0.000287218 -0.00181466
internal_weight=55.9416 18.8826 12.756 6.12661 1.35258 4.77403 0.847461 3.92657 1.32192 0.554129 2.91985 11.4341 9.54949 8.7359 3.05451 5.68139 1.37078 4.21892 2.42944 1.88457 1.49714 37.0591 0.813593 0.386345 36.4491 1.18728 35.7654 34.9507 34.4247 32.504
internal_count=2900 660 453 207 50 157 55 102 106 67 88 347 250 192 66 126 40 100 63 97 76 2240 58 56 2204 57 1994 1962 1944 1804
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=9 17 17 0 13 8 17 15 15 6 6 16 13 12 6 15 3 9 2 16 2 8 18 17 16 9 7 5 15 5
split_gain=0.0528679 0.171863 0.404361 0.47933 0.294939 0.439218 0.253086 0.242328 0.515296 0.21776 0.205391 0.179161 0.154462 0.201969 0.174285 0.169363 0.150911 0.138886 0.132862 0.206896 0.15571 0.128493 0.21344 0.123366 0.117885 0.247518 0.133926 0.151718 0.120901 0.15591
threshold=207.37918994975004 196.44284117250001 203.08534335880003 88.232507383150008 99.593931442450014 9.4426310644000022 206.41783130310003 29.049007317550004 23.969938375100003 15.955372794750003 15.470361462550001 18.634956423400002 115.48003053525001 229.23536747820003 13.825323026450002 26.135540888150004 101.23926781830001 206.65653280825003 325.75432260090003 13.9449673906 309.73785348360008 8.3434888241000014 17.140917755100002 185.45203303005005 11.934972090850001 41.133939724950004 28.359442781600002 18.152162791050003 17.382777826050003 9.180927113800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 4 3 -3 23 7 -4 8 -6 10 12 -5 13 21 15 -15 -7 18 20 -20 24 22 -8 -2 25 26 27 -1 -26 -30
right_child=1 2 6 11 5 16 9 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.07490220521007511 -0.0070177338731764799 -0.04911007802703609 -0.061910181289352287 0.0054413437476958483 -0.10851844863149487 0.042948876821022636 -0.10661306702905791 -0.1148508645305862 0.038912950818201363 0.05832483238325286 -0.10391937546065882 0.067792645543708202 0.069642968574266564 -0.10174875288939195 -0.11058893373338621 0.024292552335533703 -0.036330574996538044 0.044474395109132432 0.012265222159068645 -0.080258158151084474 0.047592742484776081 0.062523568267888324 0.030363308317418843 0.089624889087859025 0.030509670802369611 -0.10159870352099443 0.06784108007729342 0.10111062694154781 -0.048415756265022293 0.0012614020424975933
leaf_weight=0.2237377043129517 0.25739193742083299 0.60470641712890971 1.021230993253994 0.63314497202009112 0.49369526928057916 0.62786468725244027 0.1707512897555723 0.71329032820358407 0.45607488532550633 0.47133920504711557 0.2399775085505097 1.6934092839946968 0.23780581890605379 0.15561562432048959 0.31494906387524679 0.3385241131472867 0.38877864981623134 0.73628715623635699 0.46379449708365328 0.50466991240864445 0.72076211556486569 0.3615937026188476 0.34082266871700995 0.27131957544770557 1.3862930543546088 0.34388173889487916 0.21651218058468658 0.062694786116480827 0.64185152921345334 40.239219452249017
leaf_count=101 42 21 49 54 27 26 32 55 21 21 11 41 10 51 22 24 28 33 75 88 63 24 42 15 104 204 103 2 169 1342
internal_value=-3.8043e-05 -0.00670397 0.00254416 0.0302084 -0.0256817 -0.0391492 -0.0196567 -0.0708031 -0.0377226 -0.00325825 -0.0166962 0.0508245 -0.00579468 -0.0164586 -0.052454 -0.0154007 0.0126313 0.00139531 0.000687365 -0.035949 0.00149679 0.0168952 -0.0153562 0.0425765 0.000726178 -0.0362162 0.00848817 -0.0363762 0.00146632 0.000481448
internal_weight=55.332 9.79229 6.58387 2.93126 3.20842 2.6797 3.65261 1.66306 0.94977 2.63138 2.16004 2.32655 1.92006 1.68226 0.809089 0.49414 1.01664 45.5397 44.8034 0.968464 43.835 0.873168 0.511574 0.528712 43.1142 0.846826 0.502945 0.286432 42.2674 40.8811
internal_count=2900 616 402 116 214 157 286 103 48 237 216 95 205 195 97 75 54 2284 2251 163 2088 98 74 57 2025 410 206 103 1615 1511
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=4 14 4 2 15 17 17 2 12 6 6 15 19 9 13 0 16 19 18 9 6 8 2 12 6 16 18 9 7 7
split_gain=0.0479867 0.223503 0.19412 0.255287 0.376676 0.249728 0.23673 0.232909 0.379857 0.187071 0.722237 0.359406 0.588359 0.325327 0.303062 0.381639 0.313736 0.468249 0.278095 0.26071 0.283167 0.255931 0.251465 0.215046 0.259335 0.264872 0.431718 0.179909 0.165184 0.152224
threshold=227.97173202615002 228.98450747040002 220.3182238473 125.31286365695001 37.576156502300009 193.27174326030004 189.90635174060003 120.54857872840002 141.02784573185002 14.835346625500001 14.785345457250001 30.416602988400005 14.051133688400002 195.51131808980003 109.51703040195001 94.964406541850011 18.714956236300004 12.751028791950002 14.297806230850002 194.29350362915002 15.265356672600001 5.9453602998000008 63.69489481965001 97.055914627000007 16.415383542800004 22.554947256700004 13.117211680300001 188.78154115175002 22.087764922150004 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 9 10 14 13 -13 19 15 28 17 -17 -15 20 -11 -22 -14 -24 -25 -26 27 -27 -1 -3
right_child=1 29 5 4 -6 -7 -8 -9 -10 11 -12 12 22 18 -16 16 -18 -19 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0068321970736289128 -0.079476937332544059 -0.014456838945867244 0.017056994891015764 -0.10627031393257809 0.011068022506595374 -0.018946246528200969 0.10019544452093594 0.046019308785880904 -0.082243896872620931 -0.028001996993418987 -0.12452640592675726 -0.067321595543079191 -0.031544750930460053 0.089218454807515266 0.072670561537788572 0.01423467725462442 0.072003234544012362 -0.063545804966619712 0.015658682166514233 -0.076493033059278792 -0.042545131708361932 0.10264383456697901 0.052219433196881881 0.036815909843874318 0.036938565582682534 -0.026671021682526122 -0.076167679761537821 0.027199684348541059 -0.10538286829845769 0.0023079456098370112
leaf_weight=0.17486830199051695 0.37504903928493405 7.1674482072935488 0.71312729348392101 0.53757637887883791 0.55710087640909478 0.63292699068551872 0.65897613194465521 1.1864355808284006 0.54082685301545907 0.59114452428184383 0.52164548740256567 1.1728250460510015 1.380243563093243 1.325927605503239 0.50174382398836304 2.6911650098008981 0.56107786484062661 1.086459864178323 0.83923275341658143 0.34007352137996338 0.16045855748097893 0.49890641123056412 1.281120680272579 2.0708434963598847 1.0982498592929912 1.1432607690803713 0.96657848544418801 1.3543283982435239 0.52505335348541848 22.165890935979405
leaf_count=17 24 519 44 76 13 30 10 39 11 15 11 27 36 33 7 160 12 78 30 8 79 9 24 40 22 22 22 37 60 1385
internal_value=-4.90679e-05 -0.00276921 0.00316893 0.000579049 -0.0465547 0.0330163 0.0569857 0.00292301 0.000467858 0.00267305 -0.0120366 0.0089424 -0.000579454 0.0354803 -0.00144531 -0.00882574 0.00222816 -0.0081353 0.0607061 0.00114201 0.0222547 0.0673116 0.00784228 0.0147113 0.00746708 -0.00585411 -0.0194207 0.0025406 -0.0773471 -0.00178844
internal_weight=54.8206 29.7084 25.1122 23.1071 1.09468 2.00503 1.3721 22.0125 20.826 20.2852 6.06201 14.2232 10.4675 3.75574 5.54037 5.03862 4.3387 3.77762 2.16516 1.59058 1.25051 0.659365 9.29463 7.91438 6.63326 4.56242 3.46417 2.49759 0.699922 29.3333
internal_count=2900 1928 972 888 89 84 54 799 760 749 345 404 230 174 334 327 250 238 63 111 103 88 203 167 143 103 81 59 77 1904
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=19 5 7 8 9 4 7 18 18 10 5 3 2 2 4 18 19 4 17 6 13 16 9 14 7 14 15 5 3 16
split_gain=0.0491214 0.210801 0.0743365 0.184525 0.205817 0.181293 0.149289 0.272657 0.395364 0.251852 0.268389 0.372513 0.189279 0.144202 0.137949 0.185562 0.137745 0.131327 0.289567 0.327885 0.334823 0.264017 0.340356 0.24037 0.239429 0.238805 0.334113 0.393581 0.252216 0.243559
threshold=14.651182102100002 22.334016245700003 20.778835947700006 4.9461400813500012 70.238863950400017 208.63771838305004 22.087764922150004 12.868666868750003 12.903279561150002 72.026481772850005 21.964328598750004 95.367675261350016 50.734033752200013 119.40000354470001 261.57690773345007 14.163996107200001 13.351077205700003 240.32447338110003 180.19381692845005 16.515385879350003 117.69263157665002 22.654947022900004 199.02473417820002 264.30638260435006 23.496712412700003 233.75954169405003 39.702469286500012 21.623222698850004 93.733092718100025 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 12 -12 -4 -6 -7 16 -16 25 23 21 24 -20 -23 -19 -21 26 27 29 -28 -10
right_child=1 -3 6 -5 13 14 7 8 17 -11 11 -13 -14 -15 15 -17 -18 18 19 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.062327664894313399 0.052136572718307378 -0.012347142554972611 -0.0043662820184612065 0.066200747057572534 0.018979813995625927 0.067098181302209278 0.053728061180577193 -0.091678611062269558 0.0087775866337816005 0.049081285470000333 0.075463840795808423 -0.055652904344574275 -0.095160485855712879 -0.10265181948911767 -0.048269133268211459 0.078986364502856732 0.033492507295345843 -0.13515001566663848 -0.0035933921490045903 -0.023897649609204121 0.0098133440627631019 -0.034150829184270676 0.058032684144978711 -0.023506252148445581 -0.112732110787538 0.051167736722259639 0.081739030331954551 -0.045473681485094779 0.010724760858798791 -0.022298268156059391
leaf_weight=0.25558086820092274 0.88143536353891194 1.1932621640444265 0.31335424166172721 0.5640342753540607 0.14981727625854535 0.59075110879348347 0.91532287326117412 0.47993876578766403 14.250825640262532 0.37970766393118527 0.38778761810590356 0.49108606107483865 0.8591191876148514 0.27897094159015978 0.51308035710826494 0.27486730290547712 0.34433877671835944 0.29987144309780234 18.136632562806888 0.53437940593357713 0.76573865811224084 0.54155976529727867 1.5379441141558343 0.54032907916189288 0.70192144031170756 1.0685603813599289 0.87539340835064594 1.8311102188890789 1.1666688832774523 3.0644087409600607
leaf_count=31 22 39 9 30 66 43 31 13 549 33 18 50 75 140 44 20 19 28 1161 34 28 33 44 133 25 44 15 35 30 58
internal_value=-4.09328e-05 0.0150488 -0.000641676 0.0147175 0.00265547 0.016267 -0.0015704 -0.000312985 -0.00139312 -0.0257305 -0.0395783 0.00220006 -0.0708949 -0.0601541 0.0279251 0.00748715 -0.0154337 -0.000436896 -0.00572588 -0.00354668 -0.0421495 0.000276229 0.0340256 -0.0633524 -0.0743343 0.00504253 0.00271637 -0.00138462 0.0411672 0.00327786
internal_weight=54.1878 2.0747 52.1131 2.97144 2.40741 1.97862 49.1417 46.7106 45.7953 2.43105 2.05135 0.878874 1.17247 0.428788 1.72304 1.13229 0.857419 45.3153 23.0584 22.2182 2.00204 20.2161 2.0795 0.840201 1.2363 22.257 21.1884 19.1463 2.04206 17.3152
internal_count=2900 61 2839 393 363 157 2446 2261 2230 185 152 68 84 206 126 83 63 2217 1486 1325 87 1238 77 161 59 731 687 642 45 607
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=9 9 0 3 13 2 17 17 9 4 6 7 16 4 5 16 0 12 4 17 6 16 3 9 2 16 2 13 19 9
split_gain=0.0487594 0.16517 0.29156 0.748173 0.328102 0.230581 0.190881 0.393724 0.173855 0.157764 0.192168 0.198703 0.180536 0.216541 0.135612 0.212019 0.219769 0.257491 0.202733 0.266262 0.11816 0.145903 0.113265 0.108147 0.110795 0.183895 0.124247 0.108325 0.304685 0.294221
threshold=207.37918994975004 211.98908248575003 88.576630023850015 88.396503329100014 99.19872809730002 72.843776848050013 203.08534335880003 200.23903127160003 212.89864875025003 251.72785308670004 15.925372093750001 25.520256579150004 17.654958715000003 258.85278816515006 30.133297129900004 22.634947069650003 86.162394622750014 114.86856072930001 225.05241822990004 192.34053301495001 14.215332138950002 18.714956236300004 82.866344954800013 206.65653280825003 325.75432260090003 13.9449673906 309.73785348360008 98.238948544700023 11.850956171350001 183.38674815750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 4 -4 -6 7 8 -3 -8 11 -11 13 -13 15 16 -10 -18 -19 -20 -7 -22 -14 24 26 -26 27 29 -29 -1
right_child=1 6 3 -5 5 20 9 -9 14 10 -12 12 22 -15 -16 -17 17 18 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.006061569313711733 -0.089266899710439593 0.058422003010905166 0.059699348229149955 0.093882829242763061 0.042253661278452481 -0.089418829712690717 -0.070874082437443683 0.078706879138134053 0.087040761682129028 -0.090896900737503061 0.04925688188088085 0.1019909331927156 0.066575953595479451 -0.084834776726855909 0.043152918157742637 -0.10297115514626726 -0.11017703270860735 0.063043345242874541 0.031365580970188038 -0.083241883780283993 0.015033092815061908 -0.076257452987237295 -0.011301030179445557 0.039969657560247708 0.011539659234515191 -0.076891885787440648 0.043584756295463802 0.054523140084107025 0.00064527279293666263 -0.1043389845748659
leaf_weight=2.4762931608938739 0.57611338356946218 0.42619105590347395 0.30020345060893383 0.5441648457199334 0.22374463058076788 0.92941643396625273 0.46072370339970836 0.82299921571393486 0.21057315123107434 0.33862152404617551 0.47948398487642396 0.074253853163099626 0.35818311921320856 0.37714663409497007 0.38337177783250798 0.27667109899630293 0.27073146629845712 0.33993805128739019 0.38537440596701344 0.42768397577856376 0.31828256753215101 0.38908538449322805 0.39021755203430075 0.71306373579136462 0.46441970924206444 0.47635489085587324 0.68877128890744543 1.0793210906829234 38.135934841386643 0.34735660235946841
leaf_count=538 35 20 32 19 10 54 42 24 16 14 20 3 20 94 12 22 10 18 40 38 31 17 25 33 75 88 63 73 1306 108
internal_value=-4.01674e-05 -0.00662265 -0.0246745 -0.0109171 -0.0373101 -0.052963 0.00321242 0.0181023 -0.000231364 -0.0180747 -0.00601969 -0.0232479 -0.0041552 -0.0541026 -0.0111267 -0.022016 -0.0083111 -0.0224139 -0.00180651 -0.0289201 -0.0659789 -0.035181 0.0259707 0.00133964 0.000708849 -0.0332371 0.00145627 0.000766028 0.00212815 -0.0181514
internal_weight=53.6847 9.30318 3.28101 2.7049 2.16073 1.86053 6.02216 3.54353 2.72053 2.47863 2.01791 1.53842 1.1998 0.4514 2.29434 1.91097 1.6343 1.42373 1.153 0.813058 1.63678 0.707368 0.748401 44.3815 43.6685 0.940775 42.7277 42.0389 39.2153 2.82365
internal_count=2900 616 198 163 144 112 418 200 176 218 176 156 142 97 156 144 122 106 96 78 102 48 45 2284 2251 163 2088 2025 1379 646
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=15 5 16 6 6 6 9 0 15 10 5 13 16 4 6 9 13 15 13 5 18 2 19 16 17 13 16 6 18 7
split_gain=0.0469969 0.236282 0.286212 0.184234 0.331548 0.273239 0.157793 0.138157 0.0961609 0.221061 0.338982 0.210138 0.152992 0.196951 0.408172 0.190107 0.140541 0.341036 0.237038 0.225844 0.213555 0.325939 0.211338 0.112919 0.479517 0.538529 0.448986 0.658503 0.277496 0.658817
threshold=45.169600924000008 24.301614351200005 22.594947163200004 16.770391837550005 16.495385412050002 16.475384944750001 202.37225149245003 86.420486603250012 42.80317728375001 61.917879202350001 23.606333875400001 117.52594717255 22.674946976100003 254.49455531690003 16.555386813950005 192.33792147965002 117.62810858150002 42.133814420300006 117.60660091645001 22.732890661650003 13.258783262950002 126.02137215710002 14.651182102100002 22.604947139800004 190.58288855405002 117.56358558635002 22.554947256700004 16.395383075500003 13.5538556217 23.031046061850002
decision_type=2 2 2 2 2 2 2 2 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 7 -2 -4 12 -10 11 -11 16 14 -14 -16 17 18 22 -18 21 -21 23 26 25 -25 28 -28 29 -1
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 -17 19 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0037458428537660883 -0.10165711260249793 0.069238568116692975 -0.10492388021517174 0.052121500289628281 -0.10706950518112386 0.079508046397145996 -0.014055955031401949 0.011847055564487891 0.055132148715902385 -0.012353998607249056 -0.060864514474437859 0.061793207588004433 -0.089768138354494167 0.026796213116389463 0.033993247443362289 -0.037961599660927527 0.0026280703834301467 -0.072823670125950368 -0.070324794957880007 0.081889156995131135 0.10277880029078541 -0.10340913252480927 0.051492454961340896 -0.072279787240609947 0.043857401238035103 0.033080394513766397 0.0036277555642998623 -0.093705788659218095 -0.0028651500780911077 0.081105784353275423
leaf_weight=5.1889614005920057 0.40940129889349863 0.52643426729900955 0.20497116639126012 0.30193405703175802 0.41241179303415265 0.29335475588595727 0.41310129154589958 0.20036762894596905 1.0465073171653778 0.75776045410202664 0.65647217913647171 0.77124266559258103 0.87745677307248104 0.63987338056904253 0.70283046085387446 0.76885035131999757 1.896117197335115 0.64166499697603185 0.46515337839446047 0.23249297532674962 0.54947902145795524 0.16043374059336202 0.82730222539976139 1.0178649527952064 2.5507327915402129 0.92690090276300896 1.5575669194804498 1.2552347107557578 25.517908763548348 1.3973057378607334
leaf_count=403 24 28 42 11 44 14 16 8 25 33 23 18 18 30 18 38 36 15 12 21 7 45 19 27 47 17 23 32 1783 23
internal_value=-4.46987e-05 -0.0127458 0.00630147 -0.017146 -0.0359689 0.005999 -0.0576595 -0.0472015 0.00065125 0.0173381 -0.000759411 0.0250465 -0.000491997 -0.0223876 -0.0357846 -0.00359813 0.000989185 -0.000488529 0.000651749 0.0225139 0.0625242 0.00623103 0.00147221 0.000422236 0.0153397 -0.0220637 -0.00149836 -0.0398081 0.00185814 0.0201581
internal_weight=53.1681 2.76198 1.93947 1.41304 1.11111 0.698694 0.822503 0.405339 50.4061 3.23198 2.18548 1.529 47.1741 2.98901 2.34914 1.47168 44.1851 41.3466 40.7049 2.83852 0.942406 0.392927 40.2398 39.4125 4.4955 1.94477 34.917 2.8128 32.1042 6.58627
internal_count=2900 187 147 119 108 64 40 50 2713 99 74 51 2614 104 74 56 2510 2401 2386 109 73 66 2374 2355 91 44 2264 55 2209 426
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=0 10 9 10 13 12 3 6 3 3 6 18 19 7 9 2 16 10 18 18 18 6 6 16 9 7 8 3 7 0
split_gain=0.0472373 0.161177 0.175982 0.282612 0.333383 0.145847 0.156683 0.223017 0.11933 0.113866 0.372795 0.187143 0.427757 0.226166 0.698232 0.328289 0.2854 0.373194 0.275854 0.644893 0.351858 0.334719 0.527332 0.307248 0.444795 0.351071 0.617669 0.818547 0.34559 0.410256
threshold=85.716110573100011 61.917879202350001 187.38923140910003 61.960894532450006 117.59047016770002 115.61167718145002 94.031511570550009 14.515339148550002 93.770731131900007 93.58791597905001 16.475384944750001 13.278511569200001 14.351157895250003 23.195026784100005 189.54401862130001 139.80186571705002 20.784951395750003 65.630639880500027 13.482409244300003 13.5308213324 13.5538556217 16.565387047600002 16.515385879350003 22.614947116400003 200.80358209610003 23.875242364300004 8.3434888241000014 86.302194445500007 24.176224535650004 89.057864029250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -5 -7 -8 9 11 -11 12 -2 14 16 -16 17 -13 -15 -20 -21 22 23 25 -25 26 27 -22 -27 -30
right_child=8 2 -4 4 -6 6 7 -9 -10 10 -12 13 -14 18 15 -17 -18 -19 19 20 21 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=0.0029136397350504467 -0.0042184407735864028 -0.11507198726622503 -0.069180067691669331 -0.10538912296309827 0.10233206681259649 0.097607093642169435 0.066927371046018369 -0.10516558440282167 0.023813200479609102 -0.10546367636915199 0.0030799278191851447 -0.14838833021797576 0.053254045219203974 0.041465972496551311 -0.023279368407305826 -0.086451423858412368 0.077672951253913602 0.010009747629078742 -0.11833334506435865 0.085023245120616445 0.0024916992424333685 0.059859603711092974 -0.11281837005018608 0.10202947692470524 0.0068698100423749374 0.030487315514272546 0.013152122508645867 -0.1150084588653254 -0.070061928203222129 -0.00026021254562745019
leaf_weight=3.9699326839845517 3.3197882074455256 0.19869781447414403 0.77457940141539428 0.16810230718328967 0.30247556383983465 0.1273280089662876 0.12826083760592155 0.18237944513839466 2.1888865931978208 0.43363181842323584 1.1705939933381158 0.15806021730531927 2.1233057080535218 1.6716178217902804 1.9131634184886936 1.4431791894603518 0.58667681552469719 2.5231598046011641 0.4556968398392226 0.49646667763591068 1.0619060949611729 0.90709432098083098 0.42190126416971807 0.68572631385177318 1.731467335601337 3.5220538547437199 1.9023296772502361 1.3423189280656513 0.88965271506458776 15.726635201103816
leaf_count=369 95 10 106 24 6 6 6 53 47 28 42 8 36 27 33 31 10 237 8 7 67 20 15 17 52 97 37 41 22 1343
internal_value=-4.32848e-05 -0.00851266 -0.0326178 -0.00704047 0.0165859 -0.026208 0.00418349 -0.0341098 0.00101853 -0.000103043 -0.0262601 0.000875493 0.0182011 -0.00164339 -0.0184068 -0.0504424 0.0144958 0.000672045 0.00196023 -0.000305771 0.00156908 9.93842e-05 -0.00188743 -0.000145124 0.0338654 -0.0035082 -0.0294232 -0.0631106 0.00203368 -0.00399747
internal_weight=52.5271 5.85176 1.88182 1.10724 0.908546 0.606071 0.437968 0.31064 46.6753 44.4864 1.60423 42.8822 5.44309 37.4391 6.62424 3.35634 3.2679 2.68122 30.8149 29.1432 28.6876 28.1911 27.284 26.8621 2.41719 24.4449 4.30655 2.40423 20.1383 16.6163
internal_count=2900 580 211 105 95 89 65 59 2320 2273 70 2203 131 2072 319 64 255 245 1753 1726 1718 1711 1691 1676 69 1607 145 108 1462 1365
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=2 2 18 19 7 13 3 7 9 15 10 12 15 12 7 16 15 4 17 15 12 12 0 19 19 16 4 18 5 7
split_gain=0.0492467 0.240865 0.201086 0.327853 0.179084 0.233121 0.213078 0.11971 0.116681 0.194457 0.10965 0.102389 0.121209 0.163336 0.137883 0.100682 0.274407 0.146573 0.243117 0.310516 0.182251 0.195767 0.263956 0.119805 0.153581 0.160464 0.153748 0.107999 0.572529 0.355836
threshold=270.91232589630005 279.29267393065004 14.339258036900002 14.351157895250003 22.343045670750005 115.02030419500001 76.446306939300015 24.503983251000005 38.559541491950007 5.4774945026000008 61.907125369850007 273.64044797740007 46.810838056050009 268.81877046345005 23.633329316050006 13.534968349350001 17.382777826050003 319.52362798075006 200.23903127160003 25.134223482700005 247.85609524425004 234.88438170465002 86.530713386650021 10.350835137000002 10.550851274900003 11.934972090850001 310.49012963040008 13.954623666350001 20.717225865800003 23.824098587650003
decision_type=2 2 2 2 2 2 2 2 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 10 -4 6 8 -8 9 -6 -3 12 13 15 -14 16 23 20 19 -19 21 27 -23 -1 -25 -26 -27 -17 29 -29
right_child=1 2 4 -5 5 -7 7 -9 -10 -11 -12 -13 14 -15 -16 17 -18 18 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.074041234346086407 -0.10707114725964149 -0.004340558662331748 0.085397857482472195 0.013891063591829251 0.096915070346765664 0.064939554979850725 0.0086869798436662801 -0.086907371582837956 0.030714439648693082 -0.10234630990641658 -0.087042113224986936 0.036661614689409969 -0.085632011990533899 -0.058401210443516122 0.035504196983002015 0.0051822521888719962 -0.10307324713181576 0.049524986412956301 0.07799131561975893 -0.079167001526858613 -0.042240966457113213 -0.02376523645574076 0.06253062349720484 0.062894176931803103 -0.080771663914913125 -0.041851396979504289 0.064424895662739637 -0.039251946995367798 -0.079504263960469321 0.0054392755791090189
leaf_weight=0.19995184167055313 0.24167549517005582 0.20264854012111733 0.30710183609335251 0.90586290639748768 0.067594632513646724 0.48932347004301835 0.18434781837277103 0.45266493608687597 0.86033687712188112 0.17779885264098994 0.76749489195026399 0.78791445032766105 0.32706515512563683 0.46105528463522105 0.13184175966307521 23.562594289118351 0.33812426999065781 0.4465096019412147 0.66635244805365801 0.32320699682531995 0.94063342560548235 0.51261093060929752 1.1487756858405189 0.37104683304596597 0.25315888147815713 0.25227834211545996 0.29565579246263951 2.0623762200484643 0.98023330713113033 13.085292504525567
leaf_count=178 44 33 15 42 12 25 25 68 110 80 63 66 64 31 5 794 123 19 28 33 28 21 35 39 162 39 10 111 44 553
internal_value=-5.34422e-05 -0.00986388 -0.004543 -0.0293712 0.0138008 0.00394997 -0.0131745 -0.0592429 0.0133655 -0.047459 -0.069767 0.000915571 0.00030803 0.00081931 -0.0508302 0.0014202 -0.0223821 0.00235111 0.0337698 -0.00451328 0.00128427 0.00227434 0.0359046 -0.0024974 0.00970704 -0.0149279 0.0154935 0.000866626 -0.00543843 -0.000645497
internal_weight=51.8035 4.65685 4.41517 1.87601 2.53917 2.23207 1.74274 0.637013 1.10573 0.245393 0.970143 47.1467 46.3588 45.8999 0.458907 45.4388 1.71022 43.7286 1.43607 0.769717 42.2925 41.3519 1.66139 1.37209 1.17214 0.801093 0.547934 39.6905 16.1279 15.1477
internal_count=2900 517 473 138 335 320 295 93 202 92 96 2383 2317 2248 69 2217 551 1666 80 52 1586 1558 56 428 250 211 49 1502 708 664
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=19 5 18 17 3 6 13 17 5 13 10 6 6 10 18 18 0 0 13 5 8 13 8 8 8 5 7 7 9 18
split_gain=0.0444193 0.163707 0.0679289 0.140343 0.0700807 0.11585 0.064056 0.401008 0.262689 0.252131 0.271955 0.217883 0.212813 0.307781 0.363625 0.360427 0.471936 0.278861 0.243749 0.243485 0.211739 0.180941 0.172539 0.146711 0.220196 0.231423 0.128263 0.351116 0.532001 0.450397
threshold=14.651182102100002 22.334016245700003 11.257534840550003 161.95900874150001 103.44111502715002 16.950396043250006 117.38883580790001 201.37020668845003 20.206488238950005 117.47217800995001 62.106071271500007 16.285380505300001 16.545386580300001 61.944763783650011 13.086509421050001 13.075178189100003 86.135510041400025 85.775256651950016 117.57433941890001 22.694406402050003 8.543332867800002 117.30011668960002 8.3434888241000014 8.3434888241000014 8.543332867800002 30.372394345600004 22.620341628000002 23.031046061850002 195.39349636155001 13.482409244300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 -6 21 8 -8 -10 11 -11 13 14 -13 20 22 19 -18 -14 -15 26 -17 -21 -25 -26 -5 28 -28 -29
right_child=1 -3 3 6 5 -7 7 -9 9 10 -12 12 17 15 -16 16 18 -19 -20 23 -22 -23 -24 24 25 -27 27 29 -30 -31
leaf_value=0.10263763841187899 0.04920462957336575 -0.009944372317767472 -0.080160783264383847 0.015621923748403358 0.071942573852482081 -0.10676016713893509 0.055452436824578615 -0.07031541651359266 -0.044388123337794683 -0.064474542250467767 0.05837981668820437 -0.012495253896980113 0.062748978892665994 0.0051495827966042398 0.067262459970008848 -0.028954419513938998 0.025114640797588329 -0.055481059716158999 -0.03388884436782038 -0.06935784353645609 0.083518471300163655 0.042479251727571894 -0.10765509348112581 0.055835625615619035 -0.083768949704475668 0.028123464131025053 0.00025735293083475907 0.070480240249372758 -0.095382956278136782 -0.0011596742314472382
leaf_weight=0.12888559699058433 0.80578130221692745 1.1159635310614247 0.22249810686025639 4.824281333429556 0.093358193924359512 0.059332874630854349 0.75899165496229848 0.90783093911159163 1.4535960517241608 0.56863427134521494 0.74063886803105639 0.91107190690672579 0.49889508512569669 0.8136089420167989 1.5342096721287815 0.4792100333906999 1.7219224196160214 1.4323712727782547 1.1798956496641038 0.40411418776056951 0.59826309585878334 1.0658929313231045 0.66532288746202539 0.44721323573321548 0.40672962767530407 0.33883095631608739 1.4359496467295714 0.91113839508034544 0.97754710940353096 23.825193992959612
leaf_count=2 22 39 133 430 17 52 15 37 39 16 19 24 18 38 37 25 36 38 21 54 18 27 47 10 33 12 50 16 17 1558
internal_value=-5.93696e-05 0.0148566 -0.000639563 -0.000920295 0.0483369 0.00250205 -0.000559756 -0.00578335 -0.00186559 -0.00493043 -0.000428755 -0.00405833 -0.0010531 0.008063 0.037546 -0.0051454 -0.0203246 -0.0214743 0.00112349 0.00176778 0.0383574 0.00194791 -0.0747035 -0.0172838 0.00035901 -0.0329178 0.00059675 -0.00207309 -0.0384802 0.00147911
internal_weight=51.3272 1.92174 49.4054 49.1239 0.281577 0.152691 48.9014 15.8614 14.9535 14.1945 12.7409 12.0003 11.4317 7.9035 2.44528 5.45822 4.04635 3.52815 2.90182 2.09578 1.41187 33.04 1.14453 1.59689 1.19277 0.745561 31.9741 27.1498 2.4135 24.7363
internal_count=2900 61 2839 2768 71 69 2635 537 500 485 446 427 411 246 61 185 129 165 57 127 56 2098 72 109 55 45 2071 1641 67 1574
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=0 10 9 10 13 7 0 10 3 5 2 10 17 15 10 19 14 9 15 15 6 6 18 2 8 5 18 16 6 18
split_gain=0.0473461 0.150595 0.136532 0.237775 0.298207 0.136613 0.165189 0.107847 0.0963573 0.164035 0.217846 0.214077 0.215834 0.101421 0.121815 0.0848827 0.0836893 0.247516 0.317539 0.652596 0.338789 0.301703 0.435569 0.287199 0.231737 0.314846 0.269595 0.252928 0.220678 0.207846
threshold=85.716110573100011 61.917879202350001 187.38923140910003 61.960894532450006 117.59047016770002 19.617375644250004 85.678472159250006 61.928633034850002 94.92945658615001 29.040033326300005 122.26439358135001 60.474177186300004 162.59969366065002 20.742056627150003 57.729261435100007 14.651182102100002 202.65261526855002 182.75300319265003 32.895435401150003 31.385732506450001 16.415383542800004 14.835346625500001 14.163996107200001 81.219375828750017 7.943800736700001 16.579584939650001 14.424014050250003 17.204959767300004 11.865277230300002 13.197799034350002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -7 -4 -1 10 11 12 -10 -11 -15 16 17 -2 19 21 -20 22 -19 -23 27 -26 -27 28 -24 -18
right_child=15 2 7 4 -6 6 -8 -9 9 13 -12 -13 -14 14 -16 -17 29 18 20 -21 -22 23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0244865532858148 -0.046616410208056507 -0.11343196020913318 0.0091016699342424852 0.068243037983893126 0.10195777415681535 -0.10505966760328377 0.019473345471339918 -0.086193792080325515 0.037962456668162364 -0.057852828458341388 -0.091498593548447804 0.058668689695990532 -0.10772801996229585 0.040305317418494954 -0.040075130537376664 0.02631528984188793 -0.032740819518979801 -0.11755845814012617 0.066343232872441676 -0.07124023812673401 0.010847736461909459 0.014260524890515623 0.053313141461458692 0.081588198641592585 0.025560199377044592 0.0015773404170323761 -0.075746975657242366 0.10247670711117612 -0.079289196600386663 -0.00042565730375557995
leaf_weight=1.2924172945831736 0.82654500319767876 0.17985375029456896 0.14979830861557275 0.11699088124441914 0.26012955216720002 0.25664785756180208 0.18208548045367934 0.57312892665049731 0.16906304324220423 0.16973119287649741 0.44546128540059726 0.32001200795639306 0.25514565003390999 0.97174071565677855 0.23392390090157278 1.2885611858218897 2.1465266250743325 0.33535104733891596 1.6959405988454808 1.1663211549166588 3.1308329831808805 2.3755595930124405 0.30002220178539563 0.86400356260128308 1.293925425183261 0.85819080995861419 0.95007841370534152 0.41845927806571126 0.21575812040828168 27.354744476374435
leaf_count=39 51 10 7 8 6 72 9 99 20 16 99 16 46 104 29 32 93 15 27 31 61 51 33 21 55 22 41 6 18 1763
internal_value=-5.43851e-05 -0.00874852 -0.0333692 -0.00935279 0.0135913 -0.0277723 -0.0533753 -0.0664475 0.00222075 -0.0089979 -0.0361884 -0.00308188 -0.0496649 0.0145212 0.0247098 0.00101768 0.000275684 0.00651613 0.00974423 -0.00158492 0.0303467 0.00908868 -0.00804982 0.0322171 0.00104826 -0.0121008 -0.0390494 0.0447103 -0.00215627 -0.00277692
internal_weight=50.797 5.57613 1.71863 0.995708 0.815854 0.555724 0.438733 0.722927 3.8575 2.56508 1.18968 0.744221 0.424209 1.3754 1.20566 45.2208 43.9323 14.431 13.6044 8.77767 4.82677 7.61135 4.37179 3.23956 4.03643 3.10219 1.80827 0.93424 0.51578 29.5013
internal_count=2900 580 211 105 95 89 81 106 369 330 181 82 66 149 133 2320 2288 432 381 293 88 262 190 72 175 118 63 57 51 1856
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=0 0 12 6 14 6 8 2 12 6 13 17 12 4 12 4 17 15 7 7 17 18 0 3 19 0 12 5 16 6
split_gain=0.0403875 0.146359 0.0916319 0.221733 0.115038 0.243222 0.275202 0.190566 0.21299 0.134844 0.149335 0.257782 0.131542 0.120377 0.284235 0.123196 0.119238 0.109079 0.108031 0.0856337 0.229451 0.193725 0.161501 0.303763 0.229979 0.190765 0.162614 0.306649 0.133248 0.259739
threshold=85.716110573100011 85.694602908050015 58.770113158150004 22.585527707250005 186.41884102645002 16.575387281250006 8.543332867800002 125.31286365695001 152.88762959770003 16.625388449550005 117.66037007905001 188.31851043910004 214.84291680595001 270.02171973710006 197.02116758845003 314.87422430460003 188.54236693505001 22.863620006050002 20.940097048150005 22.580174331950005 189.37128582595003 13.5308213324 89.528344202050008 93.733092718100025 14.051133688400002 86.950112854950021 211.56805207830004 13.264960807550002 22.624947093000003 15.135353635100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 16 -7 -6 -9 10 11 12 -10 14 -11 -15 -4 -14 -8 20 22 -22 23 25 26 -2 27 -24 -21 -30
right_child=19 -3 3 -5 7 6 18 8 9 13 -12 -13 17 15 -16 -17 -18 -19 -20 28 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.070872110995033891 -0.018951046608387281 -0.085553264227415493 -0.10789964046793754 0.094941939288277613 0.052126276168383889 0.083242793773955312 0.015500418798429907 -0.092907733546578386 0.061856405521585403 -0.093457083331091137 0.067290732480076471 -0.10275625711528601 -0.065663400325999891 -0.10703016238530894 0.066306480970049708 0.0054607140390040242 -0.026547766778664585 0.029744062278455635 -0.10337851067294582 -0.0030546980919635347 0.087669624491919382 0.0013127588945268135 0.029285683120880108 0.026204531988511959 0.10154613415781902 -0.098184871389976294 0.039169767398868884 -0.10506295239208074 -0.045701665661753231 0.021073860119792412
leaf_weight=0.2012221678160121 0.88845186169783052 0.23422141803894181 0.3932332409583521 0.2250558086670934 0.64353154391892564 0.30037298311253835 0.13655811408898444 0.26865785178779367 0.43075840799065213 0.18072103791928373 0.44908853060042009 0.20354918247721798 0.2220485111920425 0.28183798144527827 0.29013738057983574 0.1487330591371574 0.33252053987234831 0.26032099459462188 0.17365007064654492 33.878315512418339 0.66184804297517963 0.42760375111538451 0.40551410080297479 1.022408267483115 0.32077110465615977 0.46180529842968099 0.79383067971502896 0.29239241449613473 0.65790903032757242 5.0826800838694908
leaf_count=6 25 12 34 6 50 59 19 67 37 48 23 55 24 35 15 25 9 33 23 1866 22 43 33 16 9 31 62 50 21 142
internal_value=-5.47533e-05 -0.0082455 -0.00472408 -0.00203007 -0.00665802 -0.0314955 0.0150167 0.00316363 -0.00835344 0.000853846 0.0185923 -0.000992446 0.0216922 -0.0299576 0.00498733 -0.0681722 -0.0706264 -0.0141747 -0.0510463 0.000926128 0.0128959 0.053775 0.00225456 -0.0149147 0.02473 -0.04605 0.00821211 -0.0270005 -0.000667456 0.0134209
internal_weight=50.2697 5.37622 5.142 4.94078 4.71572 1.33633 0.610581 3.37938 2.73585 2.4672 1.56577 1.11668 0.913128 0.901429 0.470858 0.430571 0.725754 0.48237 0.310208 44.8935 5.27463 1.08945 4.18517 2.37267 1.81251 1.35026 1.49174 0.697907 39.6189 5.74059
internal_count=2900 580 568 562 556 144 101 412 362 295 172 149 94 123 63 60 43 57 42 2320 291 65 226 72 154 56 145 83 2029 163
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=5 0 17 5 16 16 18 16 19 8 0 3 18 16 13 3 0 13 6 9 9 8 9 6 15 7 15 13 10 10
split_gain=0.0418783 0.215779 0.21922 0.15989 0.319397 0.247133 0.151292 0.161386 0.593957 0.18902 0.373245 0.37375 0.315368 0.406909 0.351329 0.302099 0.312163 0.308515 0.279628 0.207332 0.178187 0.175513 0.27942 0.163832 0.136582 0.461666 0.373147 0.381114 0.5208 0.688715
threshold=20.717225865800003 91.625341543800019 169.94681044690003 21.197160116700001 22.564947233300003 22.634947069650003 14.339258036900002 20.784951395750003 14.151141757350002 8.543332867800002 86.135510041400025 93.716961969300016 13.713893333650001 22.554947256700004 117.56896250265002 93.458869988800004 86.597924839850023 117.68187774410002 16.395383075500003 202.37225149245003 205.70977008025002 5.9453602998000008 70.238863950400017 16.265380038000004 35.194695975650014 24.639960683050003 34.279674133750014 115.02030419500001 66.318885161900013 66.697957758300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 -3 4 -2 -6 7 8 21 10 11 -9 13 -12 -15 16 -11 19 -13 -17 -19 22 -5 -14 26 -26 27 28 -1 -30
right_child=1 2 -4 6 5 -7 -8 9 -10 15 12 18 23 14 -16 17 -18 20 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.054163942704899305 0.020715203844663299 0.026995338843665947 -0.098451634051356735 0.0094935261819678648 -0.080249250971238445 -0.011697075554068959 0.047392105187087502 -0.07077922987450079 -0.14063121480722221 -0.082075561789977769 0.079661212280719484 -0.07371186873376917 0.016389529695110521 -0.013057648110356033 0.048906852461936684 0.061592305571786521 -0.010240245755550161 -0.059068812511211599 0.015911255237808092 -0.015972227731048675 0.0094230258483553511 0.09224953588724133 -0.10156959071580465 -0.044388721298070005 0.071636854070767517 -0.023626615345713448 -0.06717413752646384 0.050835612612449045 0.088446024301057288 -0.00010534818394288101
leaf_weight=1.6730755244279993 1.1334247085033049 0.20132239769736671 0.45218955792915949 1.1597693087323993 1.0264822924509647 1.0783256581053136 0.70522704870381758 0.88943130809639326 0.37205139299476275 0.94949603977147434 1.5797689231112597 0.40485717429601242 0.96979892719536998 1.7716028315480801 1.8924375697970388 1.1898477564141106 1.6669719296041874 0.72245989835937485 2.4845336284524819 0.48512864885560691 0.80093100860540289 0.18109421419649141 0.28151083037528213 0.81725489848759025 1.0974562076153227 0.94828553806291882 0.78669368854025279 1.5460359995922761 0.91942528868094342 19.641782198756118
leaf_count=50 29 12 82 97 21 26 40 40 13 35 23 21 21 33 34 44 34 31 131 30 46 28 228 23 21 40 25 36 25 1581
internal_value=-5.5165e-05 -0.00315906 -0.0598062 -0.0015183 -0.0220826 -0.0451289 0.00192775 0.000205701 -0.0266738 0.0034304 0.011251 -0.0140954 0.0248738 0.0372375 0.0189464 -0.011108 -0.0363087 0.00950773 0.0033534 0.039127 -0.0230589 -0.000540432 -0.0121993 -0.0114056 0.00265255 0.0274783 0.000585262 0.00282686 -0.000511376 0.00385436
internal_weight=49.8287 23.2159 0.653512 22.5624 3.23823 2.10481 19.3242 18.6189 1.99443 16.6245 10.8097 3.77882 7.03086 5.24381 3.66404 5.81484 2.61647 3.19837 2.88939 1.67498 1.52339 1.62237 1.44128 1.78705 26.6128 2.04574 24.567 23.7803 22.2343 20.5612
internal_count=2900 1122 94 1028 76 47 952 912 366 546 326 192 134 90 67 220 69 151 152 74 77 353 325 44 1778 61 1717 1692 1656 1606
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=12 19 16 15 6 2 8 8 6 19 2 14 4 14 6 17 18 18 17 15 15 15 2 2 0 16 13 17 9 16
split_gain=0.0390447 0.179133 0.470847 0.319094 0.294998 0.172899 0.153685 0.239755 0.211977 0.26421 0.14409 0.143196 0.220248 0.218374 0.208318 0.153109 0.247705 0.215568 0.298427 0.197501 0.467437 0.240537 0.234379 0.227241 0.19938 0.292756 0.219031 0.186002 0.183384 0.357861
threshold=92.695913642950003 12.651020723000002 18.594956516900002 27.576031546750006 16.575387281250006 71.847610775600018 8.8430989333000021 8.7431769115000026 18.080422446150003 14.451165964200003 91.18717909130001 159.83069436635003 169.78633280640003 173.24670297025003 16.375382608200002 187.07782946595003 13.086509421050001 13.197799034350002 188.54236693505001 28.777417478550003 30.807603489900004 28.321365561200004 154.60082690140004 128.59294673040003 97.550703263350016 14.034967180100002 108.36905878025001 187.59608338195002 186.98623176200002 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -2 7 11 9 -8 -10 -7 14 -14 -13 19 -17 18 -18 21 -21 22 23 24 26 -26 -15 -19 -22 -30
right_child=5 2 3 4 -6 6 8 -9 10 -11 -12 12 13 15 -16 16 17 27 -20 20 28 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.037925634843121371 0.039394214268105548 -0.11032459177172643 0.046777583880684696 -0.048307853940170981 0.023776774310843893 -0.059417737030945696 -0.010190294154487405 0.043137993004175444 -0.060212831062070676 -0.10763421463578518 0.039717058438708652 -0.0021776354649892804 -0.056463314560661275 -0.10798897538987376 0.076036982473196166 0.056088340437184615 -0.1083607125702383 0.077335963191948798 -0.0031779799433951043 -0.12935343111653391 0.019547839524464903 0.086706508831705026 0.0093691247814329248 -0.096780499666195272 -0.10466953874484773 0.080334356666551643 0.042353112691079491 0.0023945071437134931 0.0082441673086823316 -0.093957337625859533
leaf_weight=0.69329529726019146 1.1342888065846626 0.47670454195395029 0.90163640945684198 1.597830929560587 0.88060250261332829 0.40517463933065201 0.59467897475405951 1.3140000881830918 0.19639040400579677 0.52293662310694344 0.54393236821488244 0.63530760613502824 0.69872955194295983 0.29847573554502449 0.73389411669995752 0.85653100975833041 0.41704048591782583 0.33513058225799142 0.76371407342048769 0.43607585622521616 0.87537746558518881 0.29596576464064117 2.9625882900500073 0.47239944981993176 0.11344666363629585 0.34765721973963082 0.14349092976044631 28.138945353211056 0.7414901145675683 0.63688605455172365
leaf_count=45 30 42 20 41 32 9 36 42 14 24 49 22 25 47 26 43 18 16 32 35 38 12 428 115 71 11 49 1464 26 38
internal_value=-4.84737e-05 -0.00887285 -0.0172854 -0.00416368 -0.0226957 0.000851491 -0.00015399 0.0011021 -0.0282935 -0.0557847 0.013208 -0.000268212 0.000332389 -0.00106805 0.0397455 -4.50286e-05 0.00307165 0.00154035 -0.0403283 -0.0130292 -0.0345834 -0.000518001 -0.00646893 -0.0405821 -0.0111845 0.0348173 -0.0591782 0.00327654 -0.0162464 -0.0389786
internal_weight=49.1646 4.55007 3.85677 3.38007 2.47843 44.6145 43.4803 41.6223 1.85794 1.11762 0.740323 40.3083 39.9031 38.5339 1.3692 37.8352 30.5114 29.6548 1.18075 7.32385 2.68983 4.63402 4.33806 1.37547 0.903071 0.461104 0.441967 28.4741 2.25375 1.37838
internal_count=2900 180 135 93 73 2720 2690 2567 123 60 63 2525 2516 2468 48 2443 1573 1530 50 870 137 733 721 293 178 82 96 1480 102 64
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=9 9 14 4 12 15 0 15 2 2 18 6 15 16 16 16 13 3 17 17 12 17 9 6 5 16 15 15 5 10
split_gain=0.0427222 0.137271 0.291853 0.274733 0.266091 0.184279 0.185585 0.322604 0.157175 0.192706 0.155578 0.25749 0.270775 0.159539 0.154845 0.139154 0.106151 0.137315 0.104401 0.31616 0.198141 0.193168 0.289368 0.263213 0.268112 0.160412 0.164477 0.24106 0.158736 0.2603
threshold=207.37918994975004 214.22994816675003 181.81034871985003 190.68865001715002 186.295507759 24.673905035600004 97.550703263350016 35.194695975650014 195.12355368615002 311.26728953445007 16.647829787700001 14.835346625500001 34.761639995350009 22.604947139800004 9.6249774926000011 15.604963508800003 107.24528328170003 81.266712367200014 204.75389752000004 206.41783130310003 160.67073594290002 201.37020668845003 205.20707599510004 15.955372794750003 20.485565917300004 22.554947256700004 33.755638987250002 24.857400662900002 14.515626273450001 79.215418813700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 -3 16 14 7 -7 -9 -10 11 15 -13 -14 -6 -4 17 -5 21 -20 -21 -1 23 24 -23 26 27 28 29 -22
right_child=1 3 10 4 5 6 -8 8 9 -11 -12 12 13 -15 -16 -17 -18 -19 19 20 25 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017349027503259233 0.033520121514234856 -0.05637002821068763 -0.036637973689334045 -0.046517670537793016 0.057229517281382238 -0.089706237994512633 0.063053445208732822 0.074691046078785239 -0.050944499899152951 0.046843361055731697 0.032804775008435712 0.03319874345107543 -0.090652571565125739 -0.010216829985664597 -0.081631748438278834 -0.10066671412598188 0.082025390320428465 0.082723027942004507 0.06549994893994486 -0.085254556624524608 -0.10394040292100711 -0.047562024848915641 0.052166027747764555 -0.080352748283100808 0.050105787008854458 -0.071224065980069598 0.079413930499220936 -0.078591900173012069 0.078466119219861019 0.029484997631550248
leaf_weight=34.331002996997768 0.84317707961599619 0.59927106858958712 0.62291724176611818 0.17792265052139578 0.099949260493304215 0.34730380770633962 0.54299517782055762 0.36305687850108348 0.42446650820420473 0.38368318685388658 0.33260786981463741 0.72260567806370068 0.45721156019135378 0.53527376311831176 0.40854637570737395 0.74582712722622091 0.6948089727666229 0.15281822571705561 0.99356022319261628 0.25405743347073473 0.18904482020298041 0.72776810859068042 0.39157479780260462 0.95649680554197392 0.45792065956629813 0.22573599347379047 0.3534104338614269 0.28822401569777856 0.36309577664360404 0.64540830157784512
leaf_count=1871 45 39 27 42 25 25 38 14 34 22 49 38 23 20 73 73 22 7 32 38 22 90 9 24 11 12 11 24 10 130
internal_value=-6.32053e-05 -0.00652443 -0.0191694 0.00631589 0.0167638 -0.000421025 0.0128781 -0.00506381 0.0200356 -0.004518 -0.0321732 -0.0391814 -0.0133676 -0.0472714 -0.0543374 -0.0715272 0.0598284 0.0131978 0.00129642 0.0183019 -0.00192006 -0.000231629 -0.026877 -0.0413255 -0.00984209 0.00833301 0.0180976 0.00351272 0.0232735 -0.000742441
internal_weight=48.6317 8.45444 4.25962 4.19482 3.59555 2.57 2.06151 1.51851 1.17121 0.80815 3.41644 3.08384 1.71509 0.992485 0.508496 1.36874 1.02555 0.330741 40.1773 3.31254 2.31898 36.8648 2.53376 2.14219 1.18569 2.06492 1.83918 1.48577 1.19755 0.834453
internal_count=2900 616 275 341 302 231 133 95 70 56 230 181 81 43 98 100 71 49 2284 279 247 2005 134 125 101 209 197 186 162 152
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=5 5 10 10 18 18 16 9 15 19 3 10 9 9 2 2 5 6 0 7 0 13 17 13 8 6 7 5 3 3
split_gain=0.0399209 0.253622 0.17847 0.129475 0.319192 0.0683929 0.0990112 0.187114 0.118417 0.135296 0.0933286 0.412267 0.180456 0.176362 0.404803 0.162466 0.113847 0.296235 0.312623 0.301923 0.270749 0.483482 0.367215 0.45321 0.205121 0.311258 0.277233 0.163286 0.138698 0.428154
threshold=7.7286379265000011 5.2595069053500012 90.740838818900016 89.264875305300009 16.118666550000004 16.873483924050003 17.654958715000003 220.28141982375004 11.896459116400001 12.851036860900001 79.47351079420001 78.220689305400015 210.70699256735003 201.97224908750002 224.18737221905002 82.092636011950006 17.671168838450004 14.835346625500001 95.590817286200021 25.543847821650001 96.811377277450006 104.27722550570002 194.76181357870004 104.02719889955002 8.2435668022500028 14.475338213950002 20.778835947700006 16.316541761950003 85.54673771085001 85.80214123330002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 10 7 8 -7 -10 11 -2 13 14 15 -13 17 18 24 20 -20 22 23 27 25 26 -12 -22 -18 -30
right_child=5 -3 -4 -5 -6 6 -8 -9 9 -11 16 12 -14 -15 -16 -17 28 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.044137589333507705 -0.10369679364553648 -0.10131524920046531 -0.10078424738451366 0.076120351618402748 -0.10344338811104468 -0.046956793439958594 0.088528410937399271 -0.06716387347485718 0.053296420732362494 -0.023935025201986732 0.044947164498039635 0.0065604197910235224 -0.081141638708709107 0.052586195994687751 0.070420262283294843 -0.10373099971966737 -0.020433089547839012 0.062541417731204293 0.068722383214560173 -0.038535017312090386 -0.014782332914663538 -0.049815138000472103 0.072810878566994558 0.065616031566993666 -0.08099374426656869 0.058084665942352856 -0.10358680851167434 -0.10624697058403761 0.064320589700746791 -0.0018390539601985667
leaf_weight=0.4501100288980513 0.4685021310433507 0.28254765901237977 0.13939249243139784 0.28994774029706605 0.21730361714435276 0.19843830535091811 0.18429568874125823 0.25810282742531843 1.0107952088583259 0.29245644014372363 0.18656751327216425 0.20491703384323023 0.23156513521098521 0.66740376993402606 0.35054387254058383 0.38354988282299018 3.5900526360346694 0.99108893505763251 1.1021059267222879 0.87821249122498546 0.53159562114160575 0.93555056874174614 1.2678007869981227 0.59660783130675554 0.60044103115797043 0.42273420002311468 0.38490156579064205 0.30842666007811204 1.0114717795513595 29.709420657595956
leaf_count=37 67 192 207 23 58 40 11 70 125 28 5 14 30 42 19 69 245 22 23 57 37 40 35 11 17 11 53 16 33 1263
internal_value=-6.44881e-05 -0.0168316 0.0049332 0.0203257 -0.00391339 0.00043002 0.0187924 0.0114892 0.0250077 0.0359653 -0.000366393 -0.0199576 0.00138759 0.0132842 -0.0146498 -0.0653251 0.000696399 0.0112775 0.00423556 0.0153234 0.0252977 0.0121497 0.0335853 -0.00103059 -0.0348433 -0.00697108 -0.0550949 -0.0483649 -0.00183424 0.000339223
internal_weight=48.1469 1.3793 1.09675 0.957361 0.667414 46.7675 1.94409 1.75979 1.50169 1.30325 44.8235 2.30648 1.83798 1.60641 0.939011 0.588467 42.517 8.20603 7.21494 5.6203 4.74209 3.63998 2.70443 1.43663 1.59464 0.994203 0.571469 0.840022 34.3109 30.7209
internal_count=2900 517 325 118 95 2383 274 263 193 153 2109 241 174 144 102 83 1868 327 305 219 162 139 99 64 86 69 58 53 1541 1296
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=9 13 13 15 7 12 3 5 18 9 17 13 13 10 10 19 16 16 13 17 7 7 18 7 6 16 13 3 12 5
split_gain=0.0394202 0.182918 0.20068 0.181402 0.106338 0.0820389 0.0773074 0.102951 0.164201 0.109854 0.111242 0.0594466 0.181699 0.157634 0.166956 0.135282 0.155951 0.125997 0.215742 0.200731 0.117421 0.180079 0.114629 0.311679 0.307886 0.288332 0.400249 0.423057 0.335467 0.242516
threshold=38.136666659400014 96.209162656250015 92.138837046750012 6.9561856507500011 21.943165609950004 175.41704394210004 61.62483726615001 8.2154532140000018 15.078943968800003 48.745053608200003 193.40041255380001 95.870416931800023 92.692659421600013 87.184008712350007 82.393176323850014 11.750948102400001 14.524966034300002 13.534968349350001 96.429616222950017 168.97717400795003 26.302865891850004 19.874819532250005 15.269763541350001 24.918974924200004 14.185331438000002 18.764956119400004 104.27722550570002 81.796338618900009 243.55407972130004 12.734423473350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -4 -2 8 -8 10 -9 12 13 14 -11 17 20 18 -13 -20 21 -17 24 -24 -18 26 27 28 29 -25
right_child=6 -3 5 4 -6 -7 7 9 -10 11 -12 15 -14 -15 -16 16 22 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.060033626878379244 0.059665894292615908 -0.10297153399267721 0.087405964913836412 0.052623193197706634 -0.084167750089198592 0.0036280060204969379 0.022054682232213095 0.0051550336435744679 -0.10194193985143707 -0.041900750465974031 0.083395792905161817 0.073253400922200756 -0.08867866498019393 -0.10077880019514454 0.081128874418169711 0.032091865265351044 -0.036556348881557878 0.052575804769425249 0.017979216471692237 -0.1042781081986401 0.018978151632796467 -0.096706154349053122 0.072684277614795276 0.040082665945772006 0.000706741772007935 0.052920902876579495 -0.087144534330166376 0.083995994131163043 0.050138567240875058 -0.059619309182938798
leaf_weight=0.14781433550706313 0.21921900038250797 0.20882747159339476 0.25289947376586497 0.065449656955024693 0.43148900938831503 0.21733238498563878 0.18828868717537162 0.42286428825172961 0.24675267781367438 0.18169641171971207 0.31865840568207204 0.26164560123288427 0.30150703398248879 0.10923536222162511 0.28071278377319686 0.14184847375145082 2.3714202031551386 0.94211000078939833 0.29694028051812893 0.2451873395889379 0.21910454102908261 0.46247574677363446 0.7767283822176968 0.30574701196747023 34.125980343388164 0.9213680964312515 0.56252547136318742 0.54774905927479256 0.57706449084798794 1.2074079140438696
leaf_count=54 51 71 11 13 225 34 35 35 103 47 13 19 90 120 14 13 155 45 53 35 18 56 25 22 1298 31 72 17 40 85
internal_value=-6.45805e-05 -0.017079 -0.000991989 -0.0372227 -0.0661516 0.0486854 0.000422588 0.000140348 -0.0482754 0.000602456 0.0387778 -2.88755e-05 -0.0258662 0.00726341 0.0327863 0.000484255 -0.000643763 0.0277623 -0.00132188 -0.0373139 -0.0437365 -0.0664744 0.000213416 0.014577 -0.00171443 0.00362721 -0.0105636 0.00576665 -0.0147336 -0.0394736
internal_weight=47.558 1.32381 1.11498 0.644753 0.496939 0.470232 46.2342 46.015 0.435041 45.58 0.741523 44.8385 0.873152 0.571645 0.462409 43.9653 42.2194 1.74588 0.803773 0.542128 0.823429 0.604324 41.396 4.89859 36.4974 4.12186 3.20049 2.63797 2.09022 1.51315
internal_count=2900 408 337 292 238 45 2492 2441 138 2303 48 2255 271 181 61 1984 1832 152 107 88 87 69 1745 292 1453 267 236 164 147 107
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 3 16 9 4 17 17 5 15 17 18 8 9 0 3 8 17 10 13 18 18 10 18 18 16 4
split_gain=0.03828 0.12933 0.162294 0.0953571 0.0861406 0.122185 0.158856 0.106791 0.13956 0.105655 0.15823 0.106539 0.100262 0.0855034 0.116081 0.112038 0.149744 0.0824876 0.153126 0.260314 0.0988916 0.0956529 0.161429 0.118596 0.28842 0.156497 0.123725 0.213476 0.118837 0.1019
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 94.92945658615001 22.764946765650006 224.73355223045004 229.01066513960004 166.83257850275001 162.59969366065002 28.372909273050002 42.914654887700003 167.56787829315002 11.780121045600003 4.9461400813500012 70.238863950400017 85.716110573100011 94.187442142150019 8.2435668022500028 188.84204146815003 61.86411003975001 117.69263157665002 12.777826849750001 12.810573245550001 61.917879202350001 12.868666868750003 12.903279561150002 22.694946929300002 141.65724256140001
decision_type=2 2 2 2 2 2 2 2 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 9 6 17 8 12 10 11 -1 -7 -11 -15 16 -16 18 19 -6 -20 -19 23 -23 -25 -26 -27 -28 29 -29
right_child=1 2 3 -5 5 7 -8 -9 -10 13 -12 -13 -14 14 15 -17 -18 21 20 -21 -22 22 -24 24 25 26 27 28 -30 -31
leaf_value=-0.024277350775494599 -0.10694490871327017 0.076248855138833116 -0.1020114085293042 0.078908556260710194 0.036594277243797289 -0.073166849828402977 0.051314044505997407 0.035800213289242822 -0.1061775034916775 0.085944702448162977 -0.09604744736477884 0.082567195762478424 0.039327071714047389 -0.051385838087048087 0.039533398962062101 0.097761253543673154 -0.061298407305787887 -0.047697335679966757 -0.020598918108455749 -0.065764223958168069 0.053821283717542058 0.046809112814037566 0.049846546920070955 -0.11976908984176116 -0.06218738862776052 0.062297923111373402 -0.081943441674421802 0.053638349648270058 0.050855357751838332 -0.00041425089380809764
leaf_weight=0.2343547760156065 0.14533006493002076 0.16623885247099679 0.13355165665871027 0.037260617129504681 0.33047126397923365 0.14532188243685951 0.59464734327047963 0.14995136996731162 0.30791462413890258 0.25660551391774777 0.17570040324972069 0.15508486691396683 0.174198301974684 0.18160903477109958 0.72607737639191305 0.22584917844505981 0.1847628634332068 0.41190412969444778 0.3531544763536657 1.0011339599109303 0.36116463561756973 0.53238440304994483 0.65845957293640722 0.20241316672763687 0.40171598503366013 0.32181408640462805 0.31505652060150069 0.3520570918917646 0.46682948479428787 37.378759612394333
leaf_count=48 20 8 117 2 26 43 18 8 46 10 43 9 6 8 48 15 68 13 24 78 18 11 17 4 9 9 9 6 20 2139
internal_value=-6.50599e-05 -0.0280906 0.00590982 -0.0625459 0.000225052 -0.000718235 -1.88844e-05 -0.0400153 -0.0581346 0.0198218 -0.0172703 0.0182709 -0.0118366 0.033132 0.022852 0.034713 0.0190798 -0.000727329 -0.0203242 -0.0403614 0.0170284 0.000249578 0.000735667 -7.33575e-05 -0.000706227 -9.20011e-05 0.000550332 3.43664e-05 0.000710524 9.01008e-05
internal_weight=47.0818 0.482381 0.337051 0.170812 46.5994 44.4594 43.682 0.777386 0.627435 2.14004 0.56514 0.38944 0.31952 1.5749 1.3183 1.13669 0.91084 43.0873 2.04592 1.33161 0.714319 41.0414 40.6295 39.971 39.4386 39.2362 38.8345 38.5127 38.1976 37.7308
internal_count=2900 147 127 119 2753 2504 2401 103 95 249 100 57 49 149 139 131 116 2383 146 104 42 2237 2224 2207 2196 2192 2183 2174 2165 2145
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=9 19 3 18 7 16 15 8 10 2 9 17 6 10 9 9 10 18 6 15 8 9 0 7 5 15 13 2 16 2
split_gain=0.0403553 0.0662333 0.171171 0.133176 0.0630123 0.305566 0.254901 0.258534 0.21674 0.198911 0.172883 0.160596 0.15905 0.139746 0.127296 0.250835 0.125011 0.115724 0.246882 0.112968 0.112057 0.111927 0.382775 0.509198 0.346081 0.418814 0.322283 0.324035 0.245191 0.200554
threshold=231.85949239145003 14.651182102100002 92.913112988300014 13.434779691800001 25.396105459650006 18.764956119400004 20.937157557000003 8.0437227585500022 76.42211081615001 178.04559883995003 217.83997408180002 203.93111730270002 5.0951190466500007 90.740838818900016 214.22994816675003 212.89864875025003 104.14280259920001 15.606027545000002 14.855347092800002 25.918792046100005 9.3427090425500019 202.37225149245003 86.780739992750014 23.669449516850005 21.893521430150003 32.706399462450001 109.72404167800001 104.42372959990001 22.654947022900004 123.36062304850002
decision_type=2 2 2 2 2 2 2 2 2 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 8 19 -6 -7 12 17 -1 -10 15 20 -15 18 -9 -8 21 -14 28 -24 25 26 27 -25 -23 -29
right_child=-2 2 3 -5 5 9 7 11 13 -11 -12 -13 14 16 -16 -17 -18 -19 -20 -21 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.06444535572638227 -0.034196029325524083 0.066549210576274637 0.031119601598903347 -0.037526002723480015 -0.10786458432030321 0.093394508811088933 -0.095567037383226403 -0.075825644769780876 0.025529952691720738 0.016208839762272765 -0.053500591510098061 -0.059429781653405289 0.0017869651518343096 -0.10082079524283112 0.041751100841024354 -0.071880767298030168 0.062118448223541727 0.080368099353378283 0.083858625496711928 -0.024113783828098159 0.043621944953583902 -0.10744774883794508 0.082508036155204745 -0.070655271183706556 0.040429012547861222 -0.063876967698942244 0.056271726002905767 0.042358214857966092 -0.0091197589675825197 -0.033764630714122022
leaf_weight=0.39360184486940752 0.34382489960262219 0.53224287740886111 0.58193823101464637 0.54946534828923177 0.13921893385122475 0.60691208578646161 0.59041572375645024 0.21445825254431838 2.9372092288649587 0.74215193185955286 0.64313321543158863 0.27347869978257222 28.082207583029003 0.16728428671331119 0.69830535707296704 0.49737668847956129 0.065532571414223639 0.28134597718599252 0.17650578357279301 0.35388642530597281 0.56968421186320384 0.6296403516025737 0.63051760103553522 0.80898085166700262 1.0212723918084519 1.671800373442238 0.73272580630145956 0.78511132416315355 0.42462815971521195 0.61895257396099623
leaf_count=186 55 12 27 20 14 13 93 45 304 35 47 46 1309 207 35 21 71 12 4 41 28 39 11 53 33 51 23 16 19 30
internal_value=-6.26685e-05 0.000190151 0.0197823 -0.00221809 -0.000538113 0.00852536 -0.00247805 -0.0317759 0.0142555 0.0509329 -0.00209149 0.00517934 -0.00121133 0.0196187 -0.000541753 -0.00135149 -0.0549572 0.0314607 -0.00373411 -0.0687892 -0.00037639 -0.00108433 -0.0120942 -0.00271918 -0.012249 -0.0238999 -0.00121184 -0.0202443 -0.0678441 0.00880103
internal_weight=46.7638 46.42 1.66365 1.1314 44.7563 6.5484 5.19934 1.89009 3.30925 1.34906 38.2079 0.945789 37.5648 3.17003 37.1712 36.4729 0.232817 0.67231 0.390964 0.944302 35.9755 35.4058 7.32363 6.26936 5.63884 4.61757 2.94577 2.21304 1.05427 1.40406
internal_count=2900 2845 59 47 2786 885 837 241 596 48 1901 107 1854 582 1668 1633 278 61 49 134 1612 1584 275 217 206 173 122 99 58 46
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=12 8 4 18 4 7 6 2 14 8 8 9 4 6 14 17 15 3 14 7 7 16 0 15 10 2 12 2 12 7
split_gain=0.0379526 0.160576 0.397101 0.407355 0.306439 0.194065 0.149641 0.140572 0.115767 0.119979 0.196007 0.179189 0.177426 0.195132 0.186459 0.129501 0.321008 0.21571 0.146869 0.205226 0.438258 0.398978 0.263266 0.179843 0.359769 0.174023 0.30001 0.254697 0.216211 0.327602
threshold=92.695913642950003 8.3434888241000014 143.35918460430003 15.078943968800003 148.04566182605001 22.969987962250006 17.130400249100003 71.847610775600018 159.83069436635003 8.8430989333000021 8.7431769115000026 226.28914430085004 169.78633280640003 16.375382608200002 173.24670297025003 184.59783591905003 28.777417478550003 93.82450029455002 202.65261526855002 24.292705381350004 24.673428656250003 22.554947256700004 96.588235252600015 33.755638987250002 69.563854125350005 120.54857872840002 148.24135922650004 128.59294673040003 158.37848859105003 23.258134529300005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 -3 -2 -9 10 12 -11 13 -10 -14 16 -16 -18 19 21 -21 23 -22 24 -17 -20 -27 -28 29 -29
right_child=7 4 3 -5 -6 -7 -8 8 9 11 -12 -13 14 -15 15 18 17 -19 25 20 22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.055819842190865047 0.036457015742162611 -0.04772869478257049 -0.024811685974309577 0.035567398596041154 0.055498582280243791 -0.11412011240373086 0.015493134542089969 -0.054351236650186353 -0.0041208501937725021 -0.045023064578644315 0.040951784714983445 0.029052435185785055 -0.053019063585923787 0.073465556824527142 0.00046129104967024254 -0.025089371339142498 -0.085603991849557054 0.0013005156990780432 -0.0302667461653045 -0.10752823082663741 -0.052991214025862814 -0.0042057858905292216 0.048702933923240752 0.09926198542752307 0.083552415800014879 0.060101039318356413 -0.058632476004613111 0.088892341983943121 -0.0011685287851727702 -0.01343833683605837
leaf_weight=0.41446816391544317 1.080213046632706 0.82343185460194968 0.35969487173929315 0.37283005190874963 0.87100887491760648 0.75197370973182842 0.68651275464799255 0.38945351863912847 0.61782525274520483 1.2483974331153138 1.2237944912340015 0.44224148680223141 0.67661389612112444 0.68197280882304767 3.5187464610803536 0.53016621526331043 0.88553393140318781 0.4216013308850961 1.8589078025906953 0.37404792493907724 0.37152173835784175 1.8018369791097937 0.80866458771924954 0.75298353657126416 0.71708761797344778 0.84277931454926402 0.7333637213450882 0.67583298697718663 20.733210855520156 0.58248699862815556
leaf_count=15 30 18 26 31 27 35 28 10 22 98 42 24 25 26 658 16 35 49 109 19 18 40 45 12 27 42 25 14 1299 35
internal_value=-6.45159e-05 -0.00903502 -0.030724 -0.0548868 0.00826336 -0.0852232 -0.0189842 0.000850273 -9.03908e-05 0.000431394 0.00156741 -0.0256462 0.000285038 0.0365869 -0.00101535 -2.72099e-05 -0.0152581 -0.057574 0.00236056 0.0174101 -0.0132051 0.0299251 0.0166897 0.0606706 0.0373724 -0.000809733 0.0015137 -0.000659082 0.00127419 0.0415226
internal_weight=46.2492 4.27992 1.89897 1.4845 2.38095 1.11167 1.50994 41.9693 40.8891 40.4996 38.809 1.69064 37.5852 1.2998 36.2854 35.6088 4.82588 1.30714 30.7829 5.35631 1.55423 3.80207 1.18019 2.00024 1.24725 25.4266 23.5677 22.7249 21.9915 1.25832
internal_count=2900 180 107 92 73 61 46 2720 2690 2680 2558 122 2516 48 2468 2443 742 84 1701 177 82 95 63 55 43 1524 1415 1373 1348 49
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=16 8 16 15 10 3 19 12 0 6 6 18 15 5 5 13 16 8 0 7 10 9 18 16 19 8 6 19 2 18
split_gain=0.0412246 0.0914734 0.078873 0.135309 0.0974329 0.109765 0.073142 0.157655 0.0632947 0.0621523 0.215822 0.138918 0.0963263 0.0856166 0.0805874 0.14011 0.270461 0.256146 0.129412 0.269477 0.128986 0.0957317 0.248735 0.0693956 0.227689 0.201252 0.177576 0.316714 0.297922 0.126317
threshold=7.4549825670500001 1.1491032512000003 9.6249774926000011 14.840977869100001 78.433077497700012 73.41103771005001 10.350835137000002 277.64210379030004 113.28087178455002 5.0951190466500007 2.7550643716500001 16.083212871900006 16.522436993950006 10.293758831600002 13.361597395450001 98.238948544700023 15.444963882950001 7.1444245619500011 102.21786657775002 26.113553071150005 82.393176323850014 54.761416764300009 17.166139419800004 13.534968349350001 11.850956171350001 2.8477776226000002 13.075305502400001 13.151061067750001 187.03662689815005 15.556223714900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 4 5 -4 7 -2 -1 10 11 -5 -13 -12 15 17 -17 20 23 -20 -11 -18 -23 25 -25 -16 27 -26 -29 -28
right_child=2 -3 3 9 -6 -7 -8 -9 -10 14 13 12 -14 -15 18 16 21 -19 19 -21 -22 22 -24 24 26 -27 29 28 -30 -31
leaf_value=0.10184706257022416 -0.1023251065530497 -0.10126783314148219 0.10081032550314167 0.085995207980829644 -0.084802221524163238 -0.054664187388673929 0.066281126885699662 0.041744514918248321 -0.10018186806362497 -0.034287780680545547 -0.10129716370245906 0.049867676622474856 -0.10472091114072656 0.053755265577086368 0.014319019579244125 0.091682696691473817 0.038599151548432083 -0.10356926484908956 0.043403735214979755 -0.10482378151614798 0.054390703711274302 -0.10301504217246503 0.038076715746754211 0.05476591791514214 -0.10240202210493428 -0.10492238484363403 -0.00022952887570951887 0.03719295561307049 -0.069964390617119676 0.026426743231024442
leaf_weight=0.051433887332676842 0.10405233025812677 0.11728763657720265 0.073793813993687674 0.18532608600798894 0.32362325592839625 0.11805510266003694 0.34397819446894573 0.28129757271381095 0.022201161571501871 0.27630744507769067 0.31720048654460697 0.069312280542362714 0.096324422014731681 0.04011623167025391 0.35052784955041616 0.56702108087483771 0.4354082781355828 0.23080282925729989 0.1952852833783244 0.32974588757497258 0.40362596178965759 0.2271125074767042 0.27776556822936982 0.7662007591316059 0.46571770509763055 0.23740608412526853 35.855844539754798 0.67538851394783683 0.42129586354712956 1.8704540307589912
leaf_count=1 62 97 2 9 122 41 65 44 85 23 194 20 26 7 45 23 21 52 17 51 49 32 17 43 74 68 1437 26 39 108
internal_value=-5.27194e-05 -0.0464231 0.000141689 -0.000389254 -0.051328 0.00513838 0.0327627 0.00284278 0.0409348 0.000203544 -0.0291815 0.0265168 -0.0400318 -0.0838893 0.000681056 0.0184233 0.0371343 -0.0125443 -0.000361053 -0.0496906 0.018354 0.00423997 -0.0253915 0.000276194 0.000776816 -0.0338303 -0.000276069 -0.0333118 -0.00397198 0.00109208
internal_weight=45.7299 0.190923 45.539 44.8097 0.515472 0.191849 0.729328 0.38535 0.073635 44.2942 0.70828 0.350963 0.165637 0.357317 43.5859 2.41804 1.50731 0.910736 41.1679 0.525031 0.679933 0.940286 0.504878 40.6428 40.0549 0.587934 39.2887 1.5624 1.09668 37.7263
internal_count=2900 183 2717 2546 165 43 171 106 86 2381 256 55 46 201 2125 217 93 124 1908 68 72 70 49 1840 1727 113 1684 139 65 1545
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=7 7 7 15 7 18 18 15 17 17 17 17 17 9 9 17 17 13 7 3 9 0 0 4 18 4 5 4 15 0
split_gain=0.0378514 0.356417 0.204037 0.180008 0.163684 0.153246 0.141147 0.500853 0.208666 0.398393 0.226382 0.240012 0.249309 0.180036 0.254176 0.215574 0.1643 0.165119 0.153156 0.153005 0.215288 0.196651 0.230671 0.148354 0.175976 0.137564 0.13088 0.116755 0.336461 0.192951
threshold=23.124786352450005 23.147601011700004 23.074695113900002 43.758818131150008 22.597569836950004 13.021216158500001 13.340835220050002 31.385732506450001 191.55545126530004 191.06791329340004 188.16174763880002 186.52991945525002 184.84480138465003 195.51131808980003 200.12618528045002 182.72552322705002 189.73320545960004 117.56896250265002 22.892948161350002 87.240466333050009 194.59941400375001 89.528344202050008 86.420486603250012 160.78932789135004 13.668531103750002 375.86663358980007 20.206488238950005 165.01827963435002 27.576031546750006 96.811377277450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 8 23 9 10 11 12 13 15 -15 19 17 -12 -9 -1 21 22 25 -8 -25 26 -21 28 29 -3
right_child=1 27 -4 4 -6 -7 7 18 -10 -11 16 -13 -14 14 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.095841298165195474 0.078572902167625636 0.049845946744873339 -0.0539308649533672 -0.059131376696765083 -0.094985364776512121 0.056850791977836095 0.076943938463360964 -0.090491464368991373 0.052624959269014171 -0.09000164732890964 0.019757896588571258 -0.036816034291806694 0.053888892609458887 0.10124634185681802 -0.0086036957086474235 -0.061721708370785437 -0.002467372317487808 0.081232841805998962 -0.028376789242951946 -0.10972369786409844 -0.12189364648726231 0.086299971763635352 -0.10767722659034154 -0.054646713129178272 0.019283376997028621 -0.1024903839024435 0.017579701704668681 0.0022903998550445285 -0.066521012771437876 -0.032450478947263751
leaf_weight=0.15694201912264816 0.59678693697788077 0.65258420654572835 0.77736717814332301 0.24996465364938636 0.38012196508043417 0.20931915089386166 0.32740925078678618 0.76588033544248879 0.92192127995076667 0.44117049733176905 0.89296730320893425 1.5690088977644334 0.95774131501093496 0.3641000079223885 0.49974665224726778 0.72467651148326684 0.9147820931393652 0.8555109336739406 0.82409142976393923 0.085299866834248728 0.15037223463878024 0.24458948695246352 0.21053394891350752 0.40371716453410034 1.5900162769285087 0.11485587395418395 1.5172225865786684 26.484542372836131 0.9436559184687211 0.5056390056561213
leaf_count=6 12 19 24 23 60 21 10 22 26 13 26 40 30 8 44 26 21 22 19 4 3 8 18 60 183 24 291 1772 32 33
internal_value=-6.27639e-05 0.00208678 -0.00394717 -0.00141948 -0.0464457 -0.00627236 0.00118126 -0.0150595 0.00716157 0.00284036 0.00726438 -0.00267251 0.00798619 -0.00281992 0.0376967 -0.0137421 0.0318713 0.0498369 -0.0582971 0.000278949 -0.0061776 0.00183182 -0.00888445 0.014558 0.00431305 0.00322659 0.0108035 0.000490012 -0.0221956 0.0139183
internal_weight=45.3325 29.1832 16.1493 15.372 0.839406 0.459284 14.5326 3.91111 10.6214 9.69952 9.25835 6.59509 5.02608 4.06834 0.863847 3.20449 2.66326 1.74848 1.58997 2.47982 2.32287 2.1725 1.92791 2.32114 1.99373 1.71738 1.60252 28.5864 2.10188 1.15822
internal_count=2900 1868 1032 1008 104 44 904 294 610 584 571 502 462 432 52 380 69 48 41 354 348 345 337 253 243 319 295 1856 84 52
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 12 8 8 6 16 17 17 5 12 16 0 6 10 13 8 0 10 18 18 2 0 0 10 15
split_gain=0.0382585 0.111262 0.145439 0.078567 0.0661771 0.13418 0.180636 0.13211 0.109775 0.135104 0.13189 0.0946532 0.133859 0.0892817 0.0870341 0.085895 0.103726 0.123781 0.0747351 0.0736811 0.181336 0.348201 0.151805 0.208159 0.239701 0.16754 0.138836 0.220141 0.214547 0.207824
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 21.725272673150005 219.23896387120001 8.4434108459500017 9.5425530862500008 17.765415086100003 21.979948601300006 166.83257850275001 162.59969366065002 28.372909273050002 113.21840097485001 18.714956236300004 80.828493691950015 13.400313096150002 72.953999827850012 98.238948544700023 7.7439566930000003 95.590817286200021 82.011415269350024 15.042884401850001 14.371157440600003 146.11720701395004 98.615332683000005 101.23657936015002 80.468240302450013 23.304416445750004
decision_type=2 2 2 2 2 2 2 2 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 6 7 -6 9 19 -11 12 13 -1 -13 16 -16 -18 -8 22 21 -21 23 24 -7 -24 -22 -28 29 -29
right_child=1 2 3 -5 5 8 18 -9 -10 10 -12 14 -14 -15 15 -17 17 -19 -20 20 26 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.023863591996442137 -0.10651588663286848 0.071759869166902288 -0.10183539870801224 0.072924363815474236 -0.10595771848274536 -0.10262796948220183 -0.024369788552154888 -0.023120356806599865 0.046969143646846817 -0.10760404891493099 0.0019948326037331817 -0.01711119118635147 -0.094460039769722448 0.07797571738489302 -0.053012209234900624 0.077567465209044867 -0.012650597474243758 0.082185480404215555 0.06824349531549416 -0.10254601880729618 0.0013327329764675961 0.046618768072062521 -0.078780694564434192 -0.088480119025739892 0.05253588873251043 0.011977797944889484 -0.071090315682717412 -0.083623862697819365 0.079923799174405619 0.03265457969136
leaf_weight=0.22449481674084282 0.1312851132825007 0.15516566220321693 0.12258703775751201 0.032557319384068251 0.35997506153807879 0.14615423643044712 0.16370872467587105 0.41387379152001813 0.49852813592587963 0.23027608124539156 0.20986608256498585 0.29699246630843834 0.16037668426724849 0.13962821790482849 0.14687778562074505 0.45284954184899107 0.24157646839739755 0.31984911310246389 0.1862747841514647 0.17298521339489425 34.025004720343304 1.6415149910462785 0.23042588156840782 0.54193067896085267 0.31230338523164392 1.7340019075354574 0.69524936203379073 0.3215298107243143 0.26251740363659337 0.29448979010339826
leaf_count=48 20 8 117 2 68 45 38 28 23 12 31 27 43 9 52 23 29 18 10 80 1121 83 145 114 32 502 100 32 13 27
internal_value=-5.63966e-05 -0.0293453 0.00330376 -0.0651618 0.000234754 -0.000599465 -0.0346925 -0.0616542 0.000327878 -0.000241769 -0.0553457 0.0180921 -0.0183391 0.0151882 0.0311965 0.0435524 0.021805 0.0413784 0.0249226 0.000358893 0.00156141 0.0323982 -0.0148158 -0.0465244 0.00307035 0.0013319 -1.03652e-05 -0.0290479 0.00422323 -0.0280366
internal_weight=44.8649 0.441595 0.31031 0.155144 44.4233 42.4406 1.12383 0.773849 41.3168 40.8182 0.440142 1.98265 0.5245 0.364123 1.45815 1.16115 0.708303 0.561426 0.349984 40.3781 37.4133 1.8145 2.96482 1.00039 0.458458 1.96443 35.5988 1.57379 0.878537 0.61602
internal_count=2900 147 127 119 2753 2504 144 96 2360 2337 43 249 100 57 149 122 99 47 48 2294 1456 163 838 191 77 647 1293 172 72 59
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=5 6 13 9 15 0 6 17 7 7 2 16 18 0 9 13 13 18 17 6 4 19 13 9 16 2 5 16 6 17
split_gain=0.0404315 0.209873 0.250009 0.203308 0.188738 0.24025 0.326626 0.298216 0.254162 0.252521 0.301626 0.200574 0.331085 0.318293 0.194056 0.252018 0.165443 0.155979 0.491337 0.459372 0.371108 0.251607 0.220045 0.236072 0.197847 0.144835 0.322334 0.238374 0.197028 0.184624
threshold=20.717225865800003 15.415360177400002 106.00321562545001 205.20707599510004 37.434800281900003 86.780739992750014 16.375382608200002 192.15389660515004 23.124786352450005 23.903127120600004 229.52120806975003 22.564947233300003 13.042786209850002 90.662873533100012 201.78065190905002 117.55820867010002 104.58102127445001 13.24392582145 190.94194574995001 16.495385412050002 248.34582299520005 14.451165964200003 117.60660091645001 188.14427954665004 22.624947093000003 122.26439358135001 21.679100857650003 21.979948601300006 16.665389384150004 192.15389660515004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 -4 11 6 7 -6 -7 -10 -11 13 -13 25 17 -16 -2 20 -19 21 22 -20 -8 -24 -22 26 -3 -28 29 -27
right_child=1 4 3 -5 5 8 14 -9 9 10 -12 12 -14 -15 15 -17 -18 18 19 -21 24 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.0028232509372227588 -0.023801576363252905 0.097965416742137754 -0.097859904412707949 -0.0043115727769793754 -0.11782424823094138 -0.019709533358266602 0.046216576297642947 -0.0077001662896172109 0.072916552236370669 -0.025842086270777061 0.055477253904530677 0.0097754071959527053 -0.067519686828688905 -0.13364834912814688 -0.10704988882124267 -0.0085123497277886078 0.084020637664444869 0.090790351976296868 -0.083572339525631423 0.043020282408133104 -0.10964154148733757 0.00033893577694295204 0.030787872427482807 -0.044484266669210459 -0.013654547242855718 0.031423823352886696 -0.043391257555436338 0.080001276691544748 -0.10259058391667986 -0.046066849772796431
leaf_weight=23.205947927983743 0.42489618045965727 0.48618505336344575 0.70447378040989839 0.34662543927879597 0.4450040771625926 0.93211446050554414 1.1655967835686158 0.54961846833975869 1.3273665830492976 0.89517163857817628 0.92998226988129318 0.89298660508939098 1.4605097860330714 0.16554388345684845 0.3220661388550069 1.3372334783489348 0.21397529164732987 0.86048338431282934 0.61771574485464975 1.5533270505593462 0.43413671474627324 0.84775212971362635 0.76284893578849711 0.91810534917749465 0.42490809652258577 0.82906083256693797 0.52530362605057235 0.22303160466253757 0.205494736339915 0.48869386763544753
leaf_count=1778 79 10 55 41 20 18 36 25 26 25 28 31 37 6 18 79 14 15 21 43 28 28 19 25 47 72 117 5 138 16
internal_value=-6.40284e-05 -0.00321111 -0.0370238 -0.0670101 -0.000295718 0.00566037 -0.00251975 -0.0569708 0.0261652 0.0397291 0.0155931 -0.016463 -0.0381916 0.00103025 0.00333888 -0.0276383 0.012311 0.0101156 0.0241312 0.00513051 -0.00455695 -0.0350309 0.0128279 -0.0103243 -0.0621636 0.00911476 0.034571 -0.00661571 -0.0115163 0.00268614
internal_weight=44.4962 21.2902 1.68997 1.0511 19.6002 14.3234 10.2388 0.994623 4.08463 3.15252 1.82515 5.27681 2.3535 2.92331 9.24417 1.6593 0.638871 7.58487 3.87928 3.01879 3.7056 1.46547 2.84655 1.68095 0.859045 2.75777 1.23452 0.748335 1.52325 1.31775
internal_count=2900 1122 189 96 933 501 404 45 97 79 53 432 68 364 359 97 93 262 107 92 155 49 80 44 75 358 132 122 226 88
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=9 19 7 17 16 0 5 4 17 4 19 3 6 18 7 0 13 13 3 9 18 17 7 3 7 6 0 7 2 17
split_gain=0.0389039 0.0599758 0.154207 0.060213 0.336905 0.375741 0.206009 0.181711 0.173671 0.279204 0.182109 0.190691 0.433473 0.198227 0.174358 0.211445 0.234075 0.234951 0.244743 0.174281 0.170072 0.147373 0.203959 0.386044 0.249951 0.235759 0.305962 0.132772 0.153174 0.157255
threshold=231.85949239145003 14.651182102100002 23.162127797100002 201.37020668845003 22.644947046300004 88.576630023850015 23.151456684850004 178.77399478955002 203.35246479535002 281.32428032805007 14.551174033150001 88.727183679150016 14.925348728400001 14.597307883300003 25.000065600400003 96.249489528150022 106.97106055245001 103.32013441125001 80.941408933400012 201.44620319810005 17.108018746400003 198.29010168345002 24.373474566200006 89.579424906550017 24.550696209100003 14.905348261050003 96.588235252600015 26.302865891850004 313.37633693555006 234.67375690460003
decision_type=2 2 2 2 2 2 2 2 2 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 21 5 6 -5 -7 9 -9 11 12 13 -10 -15 -16 17 18 20 -11 -17 -1 23 -23 -24 26 -26 -22 29 -29
right_child=-2 2 -4 4 -6 7 -8 8 10 19 -12 -13 -14 14 15 16 -18 -19 -20 -21 27 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012514026201683676 -0.034161934515018609 -0.01108365036551035 0.051470524808250297 -0.10997474417699948 0.078598433753740593 -0.057745622834282896 -0.018013203525171599 0.069272983830750728 -0.11155863457202608 -0.10632694944768838 -0.09757939416806008 0.040616999309114499 -0.098669609692796534 0.064660831096139126 -0.079426666262482473 -0.10146959559506551 0.062101665611251779 -0.083185488645318606 0.08179117047516514 0.04335228701182732 0.066769924136934403 0.084246986170015137 -0.094529713881488578 0.0062721972152365857 -0.10472781917009676 0.068710494034115194 0.016355537304989228 -0.070113008850233291 -0.10210556034547723 0.049449580339879937
leaf_weight=29.659736167670417 0.33207671271520567 0.81033106744871364 0.76719682720431592 0.56792116549331595 0.42144223581999529 0.58351755181502074 0.42656446278488147 0.77192341112822738 0.15017404593527395 0.18134992915292969 0.21403892710804928 0.81617536162957538 0.50753368243749708 0.43671679537510533 0.32247423688386367 0.19122388392133893 0.57957518994226109 0.36030330484936701 0.33606977072486177 0.13622453910647891 0.23605503149155993 1.0137784425460261 0.28239160825614806 1.6990704366871794 0.2924710390216203 0.44761867658235122 0.72849570746257086 0.16842690833800589 0.1708812412507541 0.31714338667006814
leaf_count=1922 55 37 22 24 21 31 21 32 7 36 5 28 29 33 41 57 19 41 13 11 16 32 14 42 25 14 69 103 54 46
internal_value=-6.38951e-05 0.000195829 0.0193382 -0.000522833 -0.00839241 -0.0132974 -0.0705297 -0.00451374 0.000754272 0.0368029 -0.00741644 -0.00321452 -0.0126872 0.000661984 0.00606542 -0.00347527 0.00690427 -0.0110672 0.00723431 -0.0421216 -0.0158861 0.00129808 0.018238 0.035411 -0.00836859 0.00819917 -0.0183306 0.00245056 -0.0206782 0.00797761
internal_weight=43.9289 43.5968 1.57753 42.0193 7.89574 7.47429 0.994486 6.47981 5.89629 1.0895 4.80679 4.59275 3.77658 3.26904 3.11887 2.68215 2.35968 1.7801 1.4198 0.317574 1.08373 34.1236 4.46383 2.71285 1.75098 1.46859 1.02097 0.892507 0.656452 0.48557
internal_count=2900 2845 59 2786 668 647 45 602 571 79 492 487 459 430 423 390 349 330 289 47 276 2118 196 74 122 108 94 219 203 149
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=0 0 9 18 19 7 7 16 6 0 0 2 16 10 6 12 2 7 4 2 8 16 18 18 2 18 7 18 0 16
split_gain=0.0374178 0.116351 0.0807177 0.152098 0.0982369 0.073258 0.175469 0.280954 0.21712 0.192219 0.17976 0.168815 0.157433 0.220707 0.1352 0.117945 0.114145 0.0994696 0.259473 0.309326 0.121979 0.289693 0.108954 0.161024 0.416479 0.415308 0.324719 0.319602 0.264397 0.204142
threshold=85.716110573100011 85.694602908050015 229.57186039115001 17.484317143600006 14.651182102100002 22.580174331950005 22.124753953150002 22.664946999500003 16.565387047600002 86.420486603250012 89.665455566700004 83.677637406800017 22.714946882600003 61.885617704800005 7.305170684150001 131.64402048350004 128.59294673040003 22.747724408400003 194.78797560380002 126.02137215710002 8.7431769115000026 22.574947209950004 13.138633165750003 13.482409244300003 154.60082690140004 13.5308213324 23.102607264700001 13.5538556217 86.135510041400025 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=1 -1 4 -4 5 6 7 9 11 -2 -11 -8 13 -7 -12 -13 -17 18 -15 -20 22 -22 -19 24 -24 -25 -26 -27 -29 -30
right_child=2 -3 3 -5 -6 12 8 -9 -10 10 14 15 -14 17 -16 16 -18 20 19 -21 21 -23 23 25 26 27 -28 28 29 -31
leaf_value=-0.0052559197078624999 0.071293854186568417 -0.084146145882934092 -0.096853776021856214 0.036393914826923703 0.031699068761055174 -0.089780903815987301 0.089788611866351134 -0.11316205404316615 -0.027266247665545185 -0.084909897441950807 -0.056317318306260238 -0.032876979446539695 0.060962513182759193 0.016514362869868539 0.02168752317862177 0.09061396401109581 0.0091562735232485048 -0.045409875101277641 -0.10047526245501806 -0.001441977646398629 -0.0083667476619807384 0.080034363756943339 0.051934414115891649 -0.088254948912680375 -0.060138793372984292 0.080009954981887468 0.015391659135193227 -0.10615571137644884 -0.0030714075558872945 0.079763798681284998
leaf_weight=4.3724953017818953 0.35947167195263263 0.19529996474739153 0.22444391436874767 0.13854430595165468 1.0399158811196674 0.28273266191535995 0.66018557036295555 0.22334963828325261 0.4556936565786599 0.26471905607104407 0.28137794834037766 0.26361066299432423 0.40446651913225551 1.0115356731439527 1.0564005618616645 0.311795799061656 0.38374868151367991 0.54187917544914554 0.63735050106333779 0.62436198080285976 0.90178493922576197 0.62945078904158436 1.9553964389488125 0.56380339991301553 0.84382606766303103 0.47251810900343372 1.7489218647242522 0.24618203530553984 22.021126549147088 0.30158483469858666
leaf_count=568 10 12 21 42 30 12 15 5 10 31 48 19 15 24 104 9 38 26 18 26 41 21 36 11 28 10 35 10 1610 15
internal_value=-6.74882e-05 -0.00862894 0.000939121 -0.0459962 0.00138179 0.000539872 0.0128845 -0.00689126 0.0337113 0.00520656 -0.00961812 0.0508708 -0.00104486 -0.0018099 0.00528059 0.0240837 0.0456718 -0.0010446 -0.0212178 -0.0514684 0.000472576 0.0279726 -0.000994882 -0.000140009 0.0170893 -0.00345967 -0.0091902 -0.0013848 -0.00308894 -0.00195229
internal_weight=43.418 4.5678 38.8502 0.362988 38.4872 37.4473 4.26035 2.18532 2.07503 1.96197 1.6025 1.61934 33.1869 32.7825 1.33778 0.959155 0.695544 32.4997 2.27325 1.26171 30.2265 1.53124 28.6952 28.1534 4.54814 23.6052 2.59275 23.0414 22.5689 22.3227
internal_count=2900 580 2320 63 2257 2227 289 198 91 193 183 81 1938 1923 152 66 47 1911 68 44 1843 62 1781 1755 99 1656 63 1645 1635 1625
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=12 18 19 7 13 8 2 0 2 17 6 3 12 15 12 7 12 12 12 6 9 9 19 15 17 10 18 18 10 13
split_gain=0.0396083 0.113594 0.200648 0.181736 0.109095 0.282593 0.0904544 0.0971272 0.08019 0.250537 0.255479 0.173818 0.0951574 0.0980643 0.129711 0.0967503 0.0868664 0.28042 0.256674 0.163192 0.203176 0.297611 0.26783 0.220356 0.24174 0.196446 0.189904 0.246257 0.163877 0.128598
threshold=322.29449443480007 14.405580508350001 14.351157895250003 27.952168727600004 115.02030419500001 6.3450483872000012 296.01432942755008 97.835679825150024 270.91232589630005 199.88268747760003 16.245379570700006 78.322850714350025 273.64044797740007 46.810838056050009 268.81877046345005 23.633329316050006 214.84291680595001 217.64277969395002 212.36614019295004 16.515385879350003 205.70977008025002 195.74493321760002 14.451165964200003 25.575018159450003 193.52305340940003 61.928633034850002 15.532509816950002 14.462854835850001 76.763544998700013 95.99139754765001
decision_type=2 2 2 2 2 2 2 2 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 8 -8 12 -10 11 -11 13 14 16 -15 18 -18 29 20 21 23 -23 -19 -25 -21 27 -22 -28 -1
right_child=1 3 -4 -5 -6 -7 7 -9 9 10 -12 -13 -14 15 -16 -17 17 19 -20 25 26 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.045369989458874528 -0.078712725583342691 0.037021804115966034 0.00650764140172888 -0.10087528667818582 0.063844896378540281 -0.089899128302962539 0.091420157051900375 -0.0027073269335063381 -0.090278134872816121 0.047337018268955089 0.090862600256022524 -0.10465339089424092 0.038118535162938796 -0.084077900115981513 -0.058329924296883523 0.027200903074820981 0.074164872327225406 0.024659488661602322 -0.074151004160927875 0.0050460303851316149 0.0078623022127415291 0.058217004201295386 -0.0096208429579135585 -0.089517602424581399 0.0091484367229050234 -0.10987967744107802 0.070414901704357963 -0.11156764698721633 -0.044213007028516965 0.0010680600070305008
leaf_weight=0.60869025456987103 0.55356661435234789 0.58960176872278658 0.55155346901847224 0.14010339215565171 0.37990963645279408 0.24972896710096393 0.22637283607036707 0.212560246240173 0.38825811742026317 0.12357426925154869 0.24496759567409754 0.1923786977713462 0.67475801818363734 0.26130184510066001 0.36818396563103206 0.11145904124714434 0.6435630134837983 0.8850290967911858 0.47258693464391299 0.34562524450211629 0.30309064117318463 2.095039257590543 0.80584849603474129 0.5367070186912315 0.46214416419388726 0.26108716289309086 0.28424792946316302 0.40115912342662341 0.22222827238874743 29.360115764727993
leaf_count=361 73 75 35 96 22 40 14 30 76 29 6 21 66 64 31 5 42 124 28 30 14 67 20 29 17 17 15 33 36 1384
internal_value=-6.07705e-05 -0.0123692 -0.0361802 0.00698869 0.0193834 -0.000741418 0.000688375 0.0458374 0.000193583 -0.028526 0.0142176 -0.0452075 0.000890719 0.000237037 0.000737001 -0.0508045 0.00131405 0.0111546 -0.00102823 0.00501255 0.0100139 0.019274 0.0393721 -0.011674 -0.0438672 -0.0444101 -0.026582 -0.0601681 0.0201192 0.000124866
internal_weight=42.9554 2.46446 1.10512 1.35934 1.21924 0.839331 40.491 0.438933 40.052 0.949179 0.560921 0.315953 39.1029 38.4281 38.0553 0.372761 37.6872 7.24577 30.4414 6.60221 5.99549 4.78477 2.90089 1.88388 0.998851 0.606712 1.21073 0.70425 0.506476 29.9688
internal_count=2900 341 108 233 137 115 2559 44 2515 132 56 50 2383 2317 2248 69 2217 444 1773 402 355 257 87 170 46 47 98 47 51 1745
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=12 18 5 3 5 7 5 17 12 18 15 16 9 15 12 16 2 14 6 15 18 12 6 6 9 9 19 15 17 18
split_gain=0.0347072 0.134504 0.150865 0.218591 0.131945 0.251132 0.131449 0.123395 0.115616 0.114162 0.167242 0.190098 0.086842 0.08368 0.107938 0.0922738 0.0761521 0.186273 0.327812 0.160474 0.194585 0.129762 0.13798 0.182344 0.170637 0.248012 0.227438 0.184302 0.213366 0.163677
threshold=286.25174907180002 13.788608055100001 20.410615048800004 73.962171626800014 22.334016245700003 24.225158517200004 25.763052016400003 203.77077094980004 273.64044797740007 17.454031341500002 12.389956812050002 8.2099808015000022 199.02473417820002 46.810838056050009 268.81877046345005 22.694946929300002 188.32206997295003 273.92331737140006 13.400313096150002 26.870208776000002 16.300018606400002 217.64277969395002 16.515385879350003 16.565387047600002 205.70977008025002 195.74493321760002 14.451165964200003 25.575018159450003 193.52305340940003 15.532509816950002
decision_type=2 2 2 2 2 2 2 2 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 9 -4 -6 -2 -7 13 -3 11 -11 -8 14 16 -15 17 -1 19 20 -19 -18 24 -24 25 27 -27 -23 -29 -26
right_child=1 2 4 -5 5 7 12 -9 -10 10 -12 -13 -14 15 -16 -17 21 18 -20 -21 -22 22 23 -25 29 26 -28 28 -30 -31
leaf_value=0.00067609432149769188 -0.10456478333218931 0.06360726834547821 0.067873668893065772 -0.05766917385748721 0.050700648652507257 -0.084538908822303832 -0.052228748454461384 0.0012778009810790643 0.048425488528117122 -0.10152189995973636 -0.090874439011923575 0.082321066782438057 0.064423934668608573 -0.10294633460894119 -0.053904674293083203 -0.00085856487655471762 0.041047206044731763 -0.10255255296063309 -0.086528700376008641 0.088399438916182835 0.02420748974325862 0.022330467686661432 -0.10897830490972392 0.0047122659660814191 -0.057271091609023952 0.05412594410060776 -0.0086588949140396394 -0.085787135521159297 0.0082442055488712029 0.018797416212112974
leaf_weight=28.4544083636622 0.27098729113640674 0.30122218384349275 0.42084379106381664 0.86674478791974252 0.59308159244665126 0.31251370745940221 0.15967631732564769 0.36122303269803524 0.50383552066341408 0.077250995470421913 0.17997023529460421 0.20684541392256506 0.10630395344924182 0.1646057187660962 0.3590700061959059 0.19159203767776489 1.1517529911634472 0.18141599478258175 0.68028359912568703 0.19180731661617756 0.36424203169462999 0.87989045519134357 0.2386063677331548 0.34511900051165867 0.66929871444517608 2.0315183364109548 0.80583672877401102 0.50568231522629503 0.46158080967143178 0.48991845032287529
leaf_count=1489 37 34 31 144 31 20 45 23 55 70 62 24 7 53 31 16 136 37 31 8 114 124 15 32 47 67 20 29 17 51
internal_value=-6.67793e-05 -0.00911286 -0.00160205 -0.0232803 0.0193616 0.00324563 -0.0555469 -0.0385284 0.0008354 0.0156677 -0.0154496 0.0323308 -0.00560634 0.000207166 0.000661639 -0.0480353 0.0011848 -0.00108656 -0.0364632 0.00972028 -0.0179367 0.010137 0.00459809 -0.0417604 0.00922881 0.0177293 0.0362944 -0.0107881 -0.0409151 -0.0251224
internal_weight=42.5271 3.85666 3.3197 1.63203 1.68766 1.26682 0.536968 0.673737 38.6705 0.765289 0.464067 0.284096 0.26598 38.1666 37.8104 0.356198 37.4514 29.8722 1.41775 0.737465 0.545658 7.5792 6.42745 0.583725 5.84373 4.68451 2.83736 1.84715 0.967263 1.15922
internal_count=2900 528 439 334 105 74 89 43 2372 190 156 94 52 2317 2248 69 2217 1679 190 159 151 538 402 47 355 257 87 170 46 98
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=6 6 6 18 17 0 2 0 10 13 7 5 0 0 5 5 17 7 16 9 6 6 16 0 10 3 7 9 13 6
split_gain=0.0394573 0.318543 0.142026 0.222634 0.249422 0.142026 0.167242 0.140442 0.149957 0.227996 0.251391 0.225348 0.208543 0.332696 0.492624 0.417672 0.31481 0.349219 0.360076 0.286512 0.202686 0.483379 0.196284 0.342417 0.337314 0.451128 0.217169 0.188714 0.173854 0.233401
threshold=13.665319288000001 13.775321858200002 12.26528657645 17.327266398450003 207.79550897605 90.259604813550013 69.280267125550012 97.835679825150024 75.465019721650009 104.51649827935002 23.9444576715 16.579584939650001 94.047642319350018 93.262612545250008 18.310380701750002 18.152162791050003 174.35320691475002 24.861556163250004 18.054957779650003 206.50942114985003 14.815346158200002 15.025351064900002 18.564956587050002 92.031298721500022 66.697957758300021 89.227236891450005 19.152455927400002 214.57164835430004 113.92610173585001 15.745367888000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -4 -7 8 9 10 -3 -11 13 15 -15 -13 -14 18 -18 -19 -17 -22 26 24 25 -24 -23 -21 -27 -30
right_child=1 7 3 -5 -6 6 -8 -9 -10 11 -12 12 16 14 -16 20 17 19 -20 27 21 22 23 -25 -26 28 -28 -29 29 -31
leaf_value=0.0013417057988512424 0.062941700801458139 0.023239187653604665 0.0044264009203575328 0.062565493437820432 0.033770198190975272 0.019945849478648903 -0.093840331595213364 -0.054707006172413281 0.040908790976513773 0.069165120062584018 -0.11278459312888292 -0.07186665426328602 0.10251701048710216 0.07641402631359423 -0.022983564269280693 0.050808478517879035 -0.0079047738849121717 0.040889768162099029 -0.09772778950121537 -0.10604561808583951 -0.096407208622985519 0.005623141366269041 0.058892806098780892 0.072300240739659613 -0.078661921411968386 -0.050225116597727062 -0.12996693575163534 0.0041914063412677735 0.046676138332281805 -0.0014744147522135044
leaf_weight=5.6595989721508877 0.82002243504393746 0.21563609503357284 0.25848767151001073 0.22780016905744549 0.33960286397632433 0.14994503813795723 0.93237872973259073 0.46512040591915038 0.89912508292400062 0.47280734498054044 0.36729691736400127 0.79785221034399967 0.18853294476866667 1.3710163463838392 0.78359180146071583 0.81100082321791234 0.77290511899627778 0.90593801625072934 1.0561181872690211 0.29073740528201597 0.50926794245606544 0.23778971479305511 1.3594448517542428 0.69892890844494004 0.51639764930587162 0.6823184085078563 0.23472971000842335 0.33333771921752486 1.0639311952982122 18.713941331564001
leaf_count=1130 34 46 28 20 27 12 117 36 30 12 9 19 3 28 34 28 29 32 72 46 14 90 38 14 29 22 103 32 23 743
internal_value=-7.27465e-05 0.00135907 -0.00661292 -0.0302057 -0.0427819 -0.0621711 -0.0780764 -0.000137296 0.000625308 -0.000493159 -0.0624673 0.000642881 -0.000391275 0.00252434 0.0402649 -0.000648896 -0.0232228 -0.0302802 -0.0597706 0.00497337 0.00163972 -2.06144e-05 0.00206751 0.00337626 0.00121952 0.00311005 -0.0617329 -0.0471646 -0.00059635 0.0011158
internal_weight=42.1356 34.5678 7.56781 1.90821 1.68041 1.34081 1.08232 33.7478 33.2826 32.3835 0.582933 31.8006 31.3278 27.7802 2.15461 25.6256 3.54757 3.35904 1.82902 1.53001 24.8278 24.0167 23.5075 23.035 22.336 21.8196 0.472519 0.624075 20.4602 19.7779
internal_count=2900 1566 1334 204 184 157 129 1532 1496 1466 55 1411 1399 1185 62 1123 214 211 101 110 1104 1076 1062 869 855 826 193 78 788 766
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=13 13 17 13 16 16 16 8 13 4 18 17 16 9 6 6 6 17 17 0 3 0 5 5 3 6 9 9 9 15
split_gain=0.0350267 0.16482 0.162285 0.112417 0.164311 0.112073 0.126106 0.115425 0.118949 0.113827 0.0984671 0.0851401 0.239465 0.0838202 0.0637749 0.302003 0.182128 0.250694 0.194142 0.182907 0.108796 0.314333 0.444244 0.348436 0.299302 0.482599 0.339175 0.34498 0.183894 0.208038
threshold=95.99139754765001 92.692659421600013 172.46189488870002 92.138837046750012 13.039969506900002 12.024971880400001 10.664975060650002 2.5480115570500002 73.376087754350024 398.10712430820007 16.873483924050003 211.47438991805004 16.514961380800003 33.663263464400011 13.665319288000001 13.775321858200002 12.26528657645 199.41622983390002 205.10400128480003 97.013011637200023 85.54673771085001 93.262612545250008 18.310380701750002 18.152162791050003 84.968719212850019 14.980350013450002 206.08249486475003 213.24207352880003 202.89977928865002 23.969938375100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1 13 14 -12 -13 -10 16 -16 18 -18 -2 -19 24 23 -23 -22 26 -26 28 -28 29 -17
right_child=10 2 -4 -5 -6 -7 -8 -9 9 -11 11 12 -14 -15 15 20 17 19 -20 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10115707242562694 0.010752400634803884 0.053242521242505197 -0.090646270185983258 0.051679382736792526 -0.094970822917004052 0.056075632238439858 -0.10228788128614835 -0.10070897559837266 0.029363168319938543 0.069313924942739163 0.068117258103735506 -0.073060847218100591 0.058086041843185603 -0.10079030155832587 0.063239494722611603 -0.046563402784958102 -0.08557894683176441 0.06277797374632306 -0.07977030479062501 -0.037840239917551324 -0.066726894042480528 0.073977412044244698 -0.020750991167959795 0.0013819264725255104 -0.11059411993397712 0.045987632977019625 -0.0832541083342727 0.016012996233885021 0.052938133235579804 0.020858044321305603
leaf_weight=0.074002669380205832 2.6913757006004739 0.097241601192308624 0.40418002480873838 0.36493935675389355 0.19822518885121088 0.30070452408472192 0.13841672743365052 0.094818407359070989 0.11789381154267176 0.34058709767487017 0.3906154225114723 0.22548514537629671 0.36395665560849011 0.08526870101923123 0.76888419175520439 0.66135430242866267 0.66692151467759664 0.27911513720755465 0.25979068022570562 0.51221376595640322 0.77464514045278221 1.3514853734523051 0.78124073734215915 24.746057501098903 0.66487269244771585 0.27961613063234836 0.85001981285313355 0.59525899467189447 0.94975064555183042 1.4859580314296179
leaf_count=126 290 24 131 37 65 41 86 143 45 39 24 37 30 47 33 20 88 14 51 41 19 29 34 1134 63 9 65 48 29 58
internal_value=-7.84844e-05 -0.0123098 -0.0627417 0.00243637 -0.0108761 0.003598 -0.0149455 0.00202078 0.0177887 0.0339769 0.000611312 0.0319107 0.00791709 -0.0252631 -0.000189219 0.00128192 -0.0115025 -0.0404145 0.0027837 -0.00235049 -0.000155556 0.00239664 0.0392774 -0.000685421 -0.0130186 -0.0642381 -0.00236848 -0.0423695 0.0162984 9.28005e-05
internal_weight=41.5149 2.21628 0.501422 1.71486 1.34992 1.15169 0.850987 0.712571 0.617752 0.54375 39.2986 0.980057 0.589442 0.203163 38.3186 33.9091 4.40942 1.45825 2.95117 0.791329 33.1403 27.6534 2.13273 25.5207 5.48683 0.944489 4.54234 1.44528 3.09706 2.14731
internal_count=2900 784 155 629 592 527 486 400 257 131 2116 91 67 92 2025 1541 484 143 341 55 1508 1216 63 1153 292 72 220 113 107 78
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=12 17 10 8 13 3 19 10 15 2 0 14 14 17 7 4 9 15 12 13 15 12 9 7 7 16 9 17 17 10
split_gain=0.0333683 0.0876173 0.209655 0.197973 0.102748 0.134469 0.155298 0.199371 0.0860622 0.0756322 0.0831272 0.0637049 0.158788 0.157814 0.111532 0.070397 0.0967996 0.0939057 0.11771 0.0971445 0.0823045 0.081191 0.197629 0.235782 0.246169 0.136507 0.112808 0.100468 0.354399 0.351428
threshold=322.29449443480007 208.75622138895002 65.727424373200009 5.5456722124000004 117.72489307420001 93.168516510700016 14.351157895250003 74.986474174450009 11.325487309600001 296.01432942755008 97.835679825150024 371.52535269000003 374.37301727345005 199.88268747760003 23.302979953550004 342.29488559810005 190.58777288605003 46.810838056050009 266.39085111275006 117.72489307420001 17.991885019200001 234.88438170465002 205.70977008025002 23.046547257250005 21.330714749000006 22.594947163200004 213.79200485395003 199.01194954300004 198.29010168345002 62.197478847950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 5 6 7 -2 -9 11 -11 15 -13 14 -14 17 20 18 21 -19 -17 27 23 24 -23 -25 -24 28 -1 -29
right_child=1 2 3 -5 -6 -7 -8 8 -10 10 -12 12 13 -15 -16 16 -18 19 -20 -21 -22 22 26 25 -26 -27 -28 29 -30 -31
leaf_value=0.00022625079488989858 -0.087210054757660416 0.080620319342305749 0.047514768158765985 -0.089295002241513252 0.054532951474404158 -0.10318123367620341 0.041552452453025128 -0.10140299962632854 0.030842810032480662 0.089674109817381817 -0.0029975788708203307 -0.083515011061534222 0.033327047953254092 0.053296123931660867 -0.10337569545760812 0.037245649586869149 0.05618857779452946 -0.1029531210002816 -0.050403329478306905 -0.00036109907151178649 -0.071646249860915598 0.032606756236420162 -0.084059971422948229 0.061711332241229301 -0.10628113629264689 0.0089480501099673381 0.012515131898802326 -0.097670157777258321 0.058660637226114233 -0.0050330428771810064
leaf_weight=24.853342458682736 0.45101678308856141 0.30025977035984386 0.1906964947374945 0.23751021952739393 0.14456543547566969 0.23375933143415739 0.30196538113523275 0.05796921137971367 0.32565147100103786 0.19883125022170034 0.18861485441448167 0.31367047753519628 0.094680588314076886 0.30916782450731262 0.16145792948691451 0.138888038789445 0.51060745830181986 0.17884911210489818 0.44599282278795627 0.19072332367068157 0.1387586713390192 0.26900616396687826 0.27462062850281643 1.3377494939741157 0.24279852564723114 0.77405066741630424 0.21615025421488099 0.43747702977270719 1.0831339131582343 6.4061641409534786
leaf_count=1458 51 19 27 52 8 57 15 40 72 14 30 32 11 61 62 22 34 61 27 10 20 25 27 62 24 26 26 15 33 479
internal_value=-8.70253e-05 -0.0119447 0.0165546 -0.0283685 -0.0256488 -0.0341075 -0.0199014 -0.042135 0.010859 0.0005992 0.0445601 0.000155384 -0.0264559 0.00520434 -0.0528441 0.000779164 0.0303478 0.000144255 0.000654299 -0.050009 -0.0171749 0.0012887 0.0167185 0.0276136 -0.0332812 0.0423717 -0.0415254 -0.000177258 0.00266653 -0.0109548
internal_weight=41.0081 2.24339 0.728466 0.428207 1.51493 1.37036 1.1366 0.834637 0.383621 38.7647 0.387446 38.3773 0.878977 0.565306 0.256139 37.4983 0.788254 36.7101 36.3405 0.369572 0.277647 35.8945 3.11438 2.6236 0.511805 2.1118 0.490771 32.7801 25.9365 6.84364
internal_count=2900 341 98 79 243 235 178 163 112 2559 44 2515 166 134 73 2349 76 2273 2202 71 42 2175 190 137 49 88 53 1985 1491 494
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=16 13 13 13 9 7 2 19 18 16 7 6 17 3 9 6 7 18 8 19 5 5 7 2 15 16 6 18 7 18
split_gain=0.0349576 0.172668 0.314719 0.1772 0.234647 0.26615 0.284614 0.182711 0.415181 0.327109 0.186709 0.175288 0.164082 0.149197 0.327804 0.287672 0.265247 0.120409 0.126892 0.0901511 0.143132 0.343588 0.174745 0.258606 0.240408 0.198731 0.117806 0.0852983 0.344653 0.2901
threshold=22.624947093000003 117.38883580790001 117.30011668960002 117.47217800995001 197.33595066125002 23.699538637550003 213.18429240960003 14.451165964200003 13.3584252364 22.604947139800004 22.726915405250001 16.445384243750002 188.31851043910004 93.308316333450009 197.19111486365003 16.405383309150004 24.252468908850002 12.918470885650002 8.4434108459500017 14.251149826300002 24.779543538450003 30.133297129900004 22.426784932800004 112.15964652650003 43.132842597400007 22.744946812400002 16.505385645700006 13.565012728250002 23.031046061850002 13.668531103750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 -3 7 -6 -7 8 9 11 -9 -5 17 14 -2 -15 -16 18 -13 -17 22 -22 25 -24 26 -21 -25 28 -1 -29
right_child=13 3 -4 4 5 6 -8 10 -10 -11 -12 12 -14 15 16 19 -18 -19 -20 20 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=4.8796358257947612e-05 0.073974309774683764 -0.046648105247799894 0.071438926635610966 0.095991589946974945 -0.068482460530348482 0.053287671548527843 -0.04779957474976556 -0.0074179203284709637 -0.08735905855470974 -0.057829883321501289 0.06952495056459633 -0.055411158202413803 0.071768994552521517 -0.089993092341720315 -0.023955210123285019 -0.039991763023462044 0.047487216228623029 -0.10671127841950095 0.10167859121889174 -0.044992584669320317 -0.081842356661498916 0.048006890287180262 0.075315772691803826 0.012259565311153756 0.050287036936628088 0.031007770459475798 -0.059022315594285696 -0.074312856245106154 0.072012613247491697 -0.0003880697271168922
leaf_weight=3.786276899454843 0.89930640999227618 1.4532564084729518 0.64043809384020178 0.43310168990865372 1.0662480905193663 0.54260540986433603 0.57228307551122271 0.5285601730138294 0.50995029945170234 0.41269941232167173 0.78192946875651614 0.11523384953397908 0.26538397185504436 0.36573157792736299 1.4057555126491936 0.4712672165751427 0.8244779068045317 0.1345197843547794 0.092855110764503479 0.84351286786841251 0.52229349222761801 0.33415168263991291 0.8345373761840168 0.42687227483838774 0.72487069970156881 0.58107352827209979 0.5074839330627583 0.54591910761473883 0.80743000690563338 19.22532828697058
leaf_count=398 24 35 18 12 40 10 32 17 19 20 26 50 7 26 31 26 35 20 2 26 61 14 22 14 32 23 28 28 19 1785
internal_value=-9.00145e-05 -0.00162467 0.00224162 -0.0156185 -0.00735249 -0.0327627 0.00139861 0.0095746 -0.00972292 0.0175097 0.0384916 0.047375 0.0127431 0.0055129 0.0230074 -0.00424329 0.00245579 -0.0329783 0.0146867 0.00173479 0.00585316 -0.0311802 0.0139477 0.0299089 0.00707076 -0.0139929 -0.0264563 0.000422752 0.0126978 -0.00242926
internal_weight=40.6554 31.914 25.0054 6.90863 5.45537 2.18114 1.11489 3.27423 1.96374 1.45379 1.31049 1.04109 0.607993 8.74133 3.12954 5.61179 2.23023 0.342609 0.208089 5.24606 4.7748 0.856445 3.91835 2.49376 1.65923 1.42459 0.934356 24.365 4.59371 19.7712
internal_count=2900 2538 2248 290 255 82 42 173 130 111 43 91 79 362 90 272 66 72 52 246 220 75 145 96 74 49 42 2230 417 1813
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=13 16 16 4 10 19 18 3 7 10 8 16 8 14 7 17 7 16 17 16 8 18 15 10 10 12 19 2 18 15
split_gain=0.0321756 0.148766 0.151826 0.20206 0.0900524 0.103672 0.0839895 0.0830528 0.0809911 0.184551 0.079086 0.131809 0.0781539 0.0853309 0.0755176 0.0638705 0.0580053 0.0577218 0.17655 0.151725 0.132253 0.0795235 0.188943 0.181919 0.199748 0.193755 0.175293 0.16958 0.253944 0.101994
threshold=95.99139754765001 14.274966618900002 14.184966829400002 280.33545882855009 78.285212300550015 9.4507625164000029 17.327266398450003 85.014423001050019 26.752366550650006 80.468240302450013 1.3489472949000001 8.0849810938000015 5.2459061469000003 312.95789969880008 24.252468908850002 220.68978861510001 26.452067539250002 14.524966034300002 195.89498576185002 14.694965636800001 7.943800736700001 15.830953678100002 18.978014882100002 75.645146416450004 75.465019721650009 243.55407972130004 13.151061067750001 198.68761053240004 15.974481919500002 20.937157557000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -6 8 -5 16 -10 11 -7 -12 -14 -13 -8 17 18 20 -19 -2 23 -23 24 29 26 -25 28 -24 -21
right_child=6 -3 -4 4 5 10 15 -9 9 -11 12 14 13 -15 -16 -17 -18 19 -20 21 -22 22 27 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10182558403807813 0.0097264096765040404 -0.091724840965600254 0.086077173030031665 -0.10161934593869736 -0.10096321710436523 0.068136616146809534 0.081707690928245549 0.015023576330307245 -0.08873786801548561 0.042546219943725351 0.052070618760538673 0.046153801416646781 0.041769086516797012 -0.1010059693369459 -0.10106685854912174 0.012419231329163878 0.037445337550991074 0.070375380577812258 -0.10596084279055802 -0.05201072452639055 -0.090144860355916068 0.090200639761310583 0.049548833320000887 -0.10438571793130934 0.060101974984494648 0.06845994946440119 0.033833839731575853 0.05109737671522098 -0.10396044418245798 1.6425072588928272e-05
leaf_weight=0.21940827521598238 0.92497222578947347 0.21133551695311315 0.1728393310913815 0.14739042726432661 0.075535084157308918 0.10537459330225807 0.21539629524340753 0.10419774043566576 0.29743461162797658 0.16730634367559105 0.65055552266858285 0.044410116272047162 0.090359335423272569 0.077990343976125587 0.16173131963296328 0.34794775048794691 0.42084261955460434 0.31124344625277345 0.2043185096072192 0.381252971318644 0.15478258842631476 0.3285887058591459 0.18259432620834559 0.4463357803542739 0.55141592817380924 0.11127772130566882 0.11549714252760168 0.36198145536764059 0.26294972844334552 32.294994213423706
leaf_count=218 139 66 11 42 139 18 20 29 44 14 68 4 30 60 99 32 35 21 13 69 27 13 11 84 17 25 14 23 40 1475
internal_value=-7.2407e-05 -0.0122417 -0.00316088 -0.0123584 0.00110933 0.0124625 0.000586251 -0.0533105 1.07768e-05 -0.0414757 0.0200416 -0.0228435 0.0363553 -0.0243735 -0.0693503 0.0389119 0.000531124 0.000107042 -0.02072 0.000863614 -0.00459011 0.00024612 0.0262704 -0.00062603 0.000416592 -0.0520944 -0.0759716 0.000256671 -0.0410488 -0.000590606
internal_weight=40.1423 2.06113 1.84979 1.67695 1.45754 1.20596 38.0811 0.251588 37.5178 0.464741 1.13042 0.311516 0.818905 0.16835 0.206141 0.563344 37.053 36.6322 1.28407 35.3481 1.07975 35.0369 1.13611 33.9008 33.2277 0.673111 0.561833 0.807526 0.445544 32.6762
internal_count=2900 784 718 707 489 418 2116 71 2064 58 279 121 158 90 103 52 2006 1971 179 1792 166 1771 87 1684 1561 123 98 74 51 1544
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=7 7 7 7 7 6 17 3 9 17 18 7 7 18 5 5 10 10 3 3 18 17 7 6 7 7 3 6 18 3
split_gain=0.0320006 0.218367 0.198638 0.281972 0.243766 0.175267 0.16568 0.164664 0.233506 0.128685 0.122674 0.229537 0.334102 0.303328 0.199735 0.452752 0.212775 0.206056 0.202932 0.149012 0.163267 0.215298 0.296445 0.214495 0.140825 0.192431 0.175351 0.56581 0.251066 0.261548
threshold=24.390191290350007 24.575790737200006 24.252468908850002 24.176224535650004 24.142338514450003 15.025351064900002 199.41622983390002 82.511468481600005 59.469124515800011 188.84204146815003 13.954623666350001 23.903127120600004 23.699538637550003 14.194363735100003 19.221712148250003 18.152162791050003 68.214248143850014 68.321786469100019 89.125075482450015 89.676209399250013 13.849588037450003 199.88268747760003 23.875242364300004 15.710367070250003 23.699538637550003 23.608704471050004 92.359290613450014 16.375382608200002 13.3584252364 93.249170254600017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 4 7 -4 9 8 -1 -2 14 12 13 -12 15 16 -9 18 -16 -20 21 22 23 -21 25 26 -25 -28 29 -29
right_child=1 -3 5 -5 -6 -7 -8 10 -10 -11 11 -13 -14 -15 17 -17 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.0020146031718867217 -0.025813698490302073 -7.2571654074956787e-05 -0.0086591127879644559 -0.075097444468076036 0.08167136794688501 0.06525978986906758 0.0092119780670082245 -0.060477552818610975 0.090210081936628411 -0.10994745600414804 -0.054248346455833013 0.013523394811318111 -0.084797353235232575 0.036912783102899006 0.07949537198171526 0.09492442502384868 0.029273233442978178 -0.067981017442067582 -0.04980461208442747 0.057267271126536679 -0.055859793988445129 0.063839148833695861 -0.072156177473800806 0.028609065981062096 0.035226465698536782 -0.062166480134806718 -0.081020638894087241 0.045451589594545955 -0.027523913472076424 0.00092758963723697015
leaf_weight=0.80203337618151127 0.31853798258816712 10.552665655118743 0.50182317478174698 0.49301008410111435 0.37144180174800467 0.88904505921527743 0.3552795953291934 0.44694703461573826 0.47977164216717938 0.42349974690296222 0.714184777021728 1.4198757165395361 0.91205729165812943 0.74653285544991377 0.31481459480710938 0.71476232126587991 0.64583406439123792 0.45834199178943791 0.6165770126972373 0.68016462681181522 0.5044966256709803 0.54270513649680552 0.55296524055302043 1.804294789209959 1.0500436972361047 0.52448556703166183 0.90135888940039777 1.6213824808364714 2.3646021742206349 7.0828689197613812
leaf_count=115 17 1265 31 33 11 24 27 28 24 33 38 55 35 98 28 31 28 37 15 67 15 14 18 38 24 16 61 36 88 550
internal_value=-7.95529e-05 -0.00448742 0.00174424 -0.000170439 0.00123558 0.03859 -0.0469441 8.2071e-05 0.0350256 -0.073831 -0.00173727 -0.0182788 -0.0373094 -0.00765838 0.00127505 0.0330414 -0.0074348 -0.00174397 -0.000108308 -0.00148179 0.000208277 0.00186004 -0.000168432 0.00231496 -0.000120156 -0.00271583 -0.000452153 -0.00483261 0.00137153 0.00922129
internal_weight=39.8064 11.65 28.1564 26.7656 26.2725 1.39087 1.09732 25.9011 1.28181 0.742038 24.6193 3.79265 2.37277 1.46072 20.8266 1.80754 1.09278 19.0191 18.5608 18.2459 17.6294 17.1249 16.5822 16.0292 15.349 14.299 13.7745 11.9702 11.0689 8.70425
internal_count=2900 1342 1558 1503 1470 55 77 1459 139 50 1320 226 171 136 1094 87 56 1007 970 942 927 912 898 880 813 789 773 735 674 586
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=16 15 15 16 18 10 0 4 13 16 0 3 0 4 14 9 12 13 13 10 17 19 10 10 7 15 7 5 12 18
split_gain=0.03604 0.396581 0.473874 0.352581 0.347202 0.227643 0.280848 0.211302 0.309595 0.269517 0.240262 0.145018 0.440781 0.135969 0.153128 0.303398 0.176202 0.154692 0.150798 0.293451 0.132699 0.162406 0.121971 0.126839 0.21644 0.345715 0.165685 0.146254 0.227967 0.214958
threshold=18.684956306450005 28.777417478550003 28.321365561200004 18.984955604900005 14.025183600500002 70.085415002650009 94.776214472700005 128.88186563570002 109.41218053485001 18.144957569200002 92.031298721500022 85.436510927550003 96.249489528150022 144.53986173305 169.50964292540002 201.2906445504 94.472960382900013 108.36905878025001 104.27722550570002 68.579878449600017 200.23903127160003 13.251069136700002 68.214248143850014 75.551050381850018 24.639960683050003 23.4448654772 22.708075280250004 15.299679811400003 177.99439387375003 15.868316629550002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -3 -5 -7 -1 9 13 -10 12 -2 -9 15 -15 -16 18 22 -20 -6 -22 -18 24 25 26 -24 -25 -29 -30
right_child=3 4 -4 5 20 6 -8 8 10 -11 -12 -13 -14 14 16 -17 17 -19 19 -21 21 -23 23 27 -26 -27 -28 28 29 -31
leaf_value=-0.11333241593571326 -0.041853539788686007 0.012704173487005244 0.091458822203013879 0.0010552604689802994 -0.11080516787919531 -0.10411952390002144 0.0096473087534000562 0.088090183629087326 -0.060477536732997578 -0.09602350429989083 0.10151149287455735 0.093554141596789375 0.098224609526258708 -0.11069526751447312 0.077660200586813638 0.027990275613747208 -0.066098950157368927 0.093021490484880176 0.037611689059144554 -0.088251553861029397 -0.10254725301709566 0.046748408943600397 0.05650079873489721 0.003778688035442799 0.081439800371670923 -0.10803443254643673 -0.048593571191937371 -0.08985024146335463 0.065721673002764838 -0.053049604092259207
leaf_weight=0.16985970921814164 0.4594650146318624 0.5351057105071948 0.56391038750644007 24.858854211460542 0.70115104749311286 0.46418038109550153 0.4074686603853479 0.16417621157597295 0.11378454017403861 0.31612213453627269 0.46880873665213585 0.50609554078437213 0.43952610436826944 0.36497675345822145 0.28161561673004865 0.27781406148642418 0.26881755568729193 0.16484245494393679 0.28116253459529605 0.54297342119025416 0.15110490984807257 0.14071702477667714 0.63371808981901245 4.0072757209700285 0.50441336660878722 0.22536426581609703 0.19653465972805861 0.47191555795507134 0.28695286606671289 0.32492927624844015
leaf_count=4 37 35 16 935 87 45 15 4 133 31 13 27 15 34 19 21 89 15 42 65 28 20 62 942 25 27 30 41 21 22
internal_value=-6.95114e-05 -0.004594 0.00225364 0.00195768 -0.0522291 -0.000706037 -0.0509371 -0.00274372 -0.00084556 -0.00526927 0.0698739 0.0507366 0.0266321 -0.00208066 -0.00375658 -0.0507554 -6.81204e-05 -0.00283583 -0.00487628 -0.045312 -0.0872212 -0.0305566 -6.05363e-05 0.00260854 0.0275555 0.00180762 0.0316232 -0.00503584 -0.037627 0.00265027
internal_weight=39.2936 12.158 10.63 27.1356 1.52808 25.7305 0.871649 10.0661 9.8962 9.3136 0.582593 1.40509 0.898991 8.99748 8.83331 0.642791 8.19052 7.9089 7.74406 0.824136 0.992973 0.291822 6.91992 6.6511 1.56003 1.05562 0.830253 5.09107 1.0838 0.611882
internal_count=2900 1826 1656 1074 170 995 60 1640 1636 1490 146 79 52 1459 1455 55 1400 1381 1366 107 135 48 1259 1170 144 119 92 1026 84 43
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=13 8 6 10 0 5 10 0 19 19 5 13 6 4 2 16 16 6 13 4 10 16 10 10 2 16 15 16 17 5
split_gain=0.0362007 0.123834 0.209961 0.0921121 0.123869 0.139611 0.0933575 0.12844 0.202776 0.121283 0.0949672 0.22183 0.421664 0.19517 0.361523 0.224083 0.25261 0.175459 0.21584 0.153382 0.129129 0.624718 0.44871 0.486208 0.301359 0.511573 0.426372 0.45647 0.362826 0.276742
threshold=98.238948544700023 7.1444245619500011 13.200308423050002 80.909147435850016 102.21786657775002 13.175707186950001 78.220689305400015 98.615332683000005 13.351077205700003 12.250988447150002 17.671168838450004 109.72404167800001 14.515339148550002 267.25332376775003 137.64628208855001 16.064962433100003 18.384957008000004 14.185331438000002 104.02719889955002 222.56810966585002 66.697957758300021 19.974953289850003 66.318885161900013 65.727424373200009 91.18717909130001 18.684956306450005 28.777417478550003 17.294959556900004 191.06791329340004 19.500380888400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 10 -9 -8 11 12 13 14 17 -15 -17 18 19 -2 22 24 23 29 28 26 27 -26 -22 -12
right_child=3 2 -4 -5 5 -7 9 8 -10 -11 20 -13 -14 15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0012977007308198505 -0.10360263016667687 -0.10214238511217232 0.036927309652055838 0.049508122841195587 0.025115608709898492 -0.10423035939146014 0.060057490354807189 -0.086427445844457176 0.030873939261085642 -0.015642098835766786 0.063708172827337248 0.052198126094093883 -0.09277267221097002 0.096411037680550329 -0.075772046894580336 -0.10167544748823308 0.072236609162921891 0.042655417912212279 0.024116185736809841 0.0067854612953004087 0.0052122517411248397 -0.10543447008415203 0.065832969140153658 -0.093995538405087717 -0.049249742390597859 0.043986362165007627 -0.069157267401958308 0.096794438466827976 -0.10782286719658958 -0.00084861582274859098
leaf_weight=2.3021433610254003 0.31269159392468304 0.33107469525293698 0.16152622156369034 0.38380149623844673 0.13006480129843012 0.23282377124996856 0.57958191842771967 0.41076912924472608 0.22982388401578646 0.33339461897412548 0.68684608140030334 1.1380720944871425 0.41886170883662988 0.51705334708094586 0.51097870120429423 0.15589587833346741 0.17990099766757339 1.2746692036744205 0.76757617053226568 0.21068101417040452 0.5990724184883891 0.67184828536119301 1.0488091749139119 0.54968117981843434 0.41876721064545552 2.1047713601146825 1.0765544405603575 0.43771179858595133 0.53988176535494858 19.99381026832657
leaf_count=713 45 198 17 22 22 31 28 74 27 53 18 24 27 21 39 33 7 34 40 7 25 39 33 27 45 85 101 12 30 1023
internal_value=-7.22007e-05 -0.0110348 -0.0565408 0.000780876 0.000254524 -0.0578708 0.000854308 1.31605e-05 -0.0443435 0.032414 0.000858477 0.0128936 0.00260652 0.0127735 0.00103964 0.0551026 -0.00850319 0.0163378 -0.00964802 -0.0591665 -0.001489 -0.0147132 0.00198254 -0.00117176 -0.0029392 0.00987506 -0.0272668 0.0253875 -0.0483681 0.00129544
internal_weight=38.7091 2.79474 0.492601 35.9144 35.5306 0.362889 35.1677 34.2547 0.640593 0.912977 33.6141 5.48638 4.34831 3.92945 3.0766 0.85285 0.335797 2.56562 1.29095 0.523373 28.1278 5.84861 22.2791 21.2303 5.17676 4.0378 1.93303 0.856479 1.13895 20.6807
internal_count=2900 928 215 1972 1950 53 1897 1816 101 81 1715 277 253 226 165 61 40 126 92 52 1438 337 1101 1068 298 243 158 57 55 1041
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=14 4 8 7 14 12 4 15 6 4 2 7 6 17 17 14 12 15 12 0 6 8 17 10 19 3 19 16 6 0
split_gain=0.032539 0.162365 0.179783 0.186764 0.133399 0.14908 0.124047 0.271645 0.416552 0.123585 0.156708 0.233634 0.415824 0.143553 0.177835 0.126472 0.118707 0.109202 0.286389 0.109701 0.301945 0.170408 0.160602 0.156143 0.298204 0.277472 0.21528 0.281899 0.202851 0.202042
threshold=241.54317565595002 233.74578482015002 8.1436447804000007 22.765858321950002 244.99684607285005 179.95305839630004 227.97173202615002 42.385947950200006 16.315381206250006 220.3182238473 125.31286365695001 23.258134529300005 16.505385645700006 193.27174326030004 189.90635174060003 216.12004062900004 158.37848859105003 42.670190152050004 141.02784573185002 85.716110573100011 16.575387281250006 8.543332867800002 188.54236693505001 70.085415002650009 12.751028791950002 86.130133125200004 14.151141757350002 19.364954716300002 16.415383542800004 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -2 9 8 16 10 15 12 -12 14 -11 17 -8 18 19 20 22 -22 -1 25 -25 -21 27 -27 -28 -30
right_child=4 2 -4 -5 -6 -7 7 -9 -10 13 11 -13 -14 -15 -16 -17 -18 -19 -20 23 21 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.10586928245097792 -0.076360330570864138 0.067613807060661515 0.079366046052974148 -0.071264099110497844 -0.0011846613699369565 0.0056077322491786758 -0.036784205923858428 0.044744903575229859 -0.12103457705833272 0.012442180177318324 0.077256568744205015 -0.1108867064121774 -0.1074467619406942 -0.014732529554693031 0.099354586451678981 0.052264688807566823 0.073424023733083987 0.052477738792613499 -0.068681180432985531 0.066826016716214437 0.074828700438509407 -0.017282486052588374 -0.017350838563281352 0.019170270009248831 -0.035079404959134246 0.029806440166353781 0.04305041439180806 -0.049357140302295571 0.026238891980165976 -0.022276155176288479
leaf_weight=0.44003238872267647 0.50894394537317822 0.17560396963835856 0.55998446853482164 0.21587374478531274 17.296504616698712 0.39339860461768694 0.19889475254330935 0.34816506906645373 0.48982267529936507 0.49743770819963973 0.29027015674455547 0.30904784775339067 0.21011942196855671 0.45630474923200381 0.44696447324895416 0.49653260028253576 0.19216099160257727 0.40054286993108768 0.59024202928412783 0.87505297316238095 0.34294127466228019 0.48474112297299143 0.38368971645832062 1.863820796857907 2.220321109991346 0.69915540143119859 1.9791207201778886 1.2613574722781775 1.7816094420850279 1.6565285772085188
leaf_count=50 38 19 20 33 1736 10 38 11 15 44 16 9 64 30 10 27 8 15 19 19 77 53 13 153 178 24 52 33 44 42
internal_value=-8.54271e-05 0.00271292 0.0430211 -0.00896806 -0.00314017 -0.0406243 0.000685323 -0.0300346 -0.059591 0.00282015 0.000368555 -0.0425242 -0.000302515 0.0313232 0.0535759 0.00261201 0.017371 0.00096611 -0.000449156 0.00242991 -0.0217748 0.0208828 -0.0646374 0.0056699 -0.0103223 0.0135841 0.00726922 -0.0211259 0.0175455 0.00286387
internal_weight=38.0652 19.8663 0.951462 0.391478 18.1988 0.902343 18.9149 1.22904 0.880878 17.6858 16.2851 0.809437 0.50039 1.40071 0.944402 15.4757 0.391056 14.9792 14.5786 13.9884 1.6514 0.827682 0.823722 12.337 4.08414 8.25282 7.37777 1.96051 5.41726 3.43814
internal_count=2900 1116 72 52 1784 48 1044 72 61 972 888 89 80 84 54 799 46 772 757 738 193 130 63 545 331 214 195 57 138 86
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=2 17 10 8 14 17 17 8 15 9 3 3 8 15 15 10 18 18 15 7 9 17 7 17 4 19 9 16 7 10
split_gain=0.032667 0.112946 0.0907655 0.0750031 0.0667828 0.0519633 0.197352 0.276849 0.173488 0.175846 0.170419 0.131032 0.126493 0.134602 0.226651 0.120528 0.105925 0.173323 0.18781 0.135001 0.339169 0.269996 0.261335 0.235715 0.255348 0.18293 0.227998 0.181188 0.160455 0.155415
threshold=59.615984903700003 182.72552322705002 66.447931152150019 8.543332867800002 155.96809095785002 183.58889821140002 182.28951942140003 8.4434108459500017 34.279674133750014 197.89372115420002 95.830090059800014 82.62976063935001 8.1436447804000007 30.807603489900004 27.122924609850003 81.188747081400024 13.030213775350001 12.993406580100002 37.965550269150008 23.124786352450005 190.58777288605003 190.02287710315002 23.147601011700004 190.40793214150003 271.57455041175007 14.451165964200003 193.60452210450003 22.644947046300004 23.162127797100002 67.316303128300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 6 7 8 9 12 -9 -8 13 14 -6 -11 17 18 -7 20 23 -22 -21 27 -25 -23 -27 -18 -24 -26
right_child=4 2 -4 -5 5 16 11 10 -10 15 -12 -13 -14 -15 -16 -17 19 -19 -20 22 21 25 28 24 29 26 -28 -29 -30 -31
leaf_value=0.038471025722324088 0.033908372403081685 -0.00870617744063488 -0.074687444470243211 -0.014524532277096472 0.0035244940065107507 0.051755455663649599 0.0083223640455544479 0.088376330327944022 -0.10890752004526605 -0.10683548466492231 -0.0085404438055919196 -0.080928720877590302 0.10163454185187491 0.085656041335189101 -0.084396448665565657 0.0045331832389120105 0.0035235340205050309 0.076977581328844691 -0.020914163709968236 0.078625844471323522 0.0053083680339292691 -0.085989519180987517 -0.076417996848691272 0.059749071650538658 -0.10549896810877313 -0.081515467657171797 0.0013652161434609899 -0.072960451018462824 0.0032857562008101662 0.02120891872423205
leaf_weight=0.47165506519377121 0.59207032111771596 0.43355674925260235 0.40161418030038476 0.61562785904970951 2.0602970518962151 0.58240191257937357 0.23181160035164783 0.49521137874762633 0.17959769762819622 0.2754291163291781 0.28634563641571731 0.56643768189087496 0.12082804739475239 0.16029517291462969 0.34185736749486739 0.15015454175113518 1.2228794096527082 0.47033428537179123 0.91341480321898416 0.45856484025717037 1.2013305620475878 0.9801462709629053 0.25570487218647286 1.2571125963877419 0.16746758585395571 0.53175628831013433 0.88318039587056774 0.41479495734529326 20.650727631314567 0.22940921386907576
leaf_count=22 36 13 31 18 522 25 31 18 8 20 37 34 3 18 54 67 102 25 49 10 45 27 8 48 28 19 37 18 1502 25
internal_value=-8.10129e-05 -0.0127789 -0.040435 0.00846454 0.000603162 4.11663e-05 -0.0095468 -0.000630098 -0.0133448 -0.00782422 0.0528681 -0.0550102 0.00164743 -0.0030673 -0.00898778 -0.0675424 0.00158577 0.0240289 0.00738003 2.39415e-05 -0.0121502 -0.0333793 0.00394888 0.0110444 0.0376721 -0.0527844 -0.0297827 -0.0158486 0.00231091 -0.0322572
internal_weight=37.602 1.92245 0.835171 1.08728 35.6796 35.0875 4.86827 4.07002 3.28846 3.10886 0.781557 0.798249 2.68328 2.56245 2.40215 0.425584 30.2192 1.96615 1.49582 28.2531 6.88808 3.59641 21.365 3.29166 1.65399 2.39508 1.41494 1.63767 20.9064 0.396877
internal_count=2900 84 44 40 2816 2780 812 747 692 684 55 65 597 594 576 87 1968 99 74 1869 349 128 1520 221 101 83 56 120 1510 53
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=13 8 6 10 19 5 13 13 6 6 13 10 6 6 17 9 2 7 7 0 0 5 5 0 17 9 9 7 9 6
split_gain=0.0333294 0.109592 0.190414 0.0840863 0.084012 0.0800267 0.162488 0.137249 0.13839 0.172647 0.114495 0.105261 0.0905951 0.226051 0.200115 0.188562 0.143571 0.11495 0.0912194 0.0868175 0.247281 0.318555 0.264913 0.240007 0.331141 0.201824 0.364525 0.15082 0.224554 0.13619
threshold=98.238948544700023 7.1444245619500011 13.200308423050002 71.273713496300005 9.4507625164000029 13.361597395450001 100.65856086215001 99.962250206350021 11.585270688000001 7.305170684150001 99.19872809730002 78.220689305400015 13.665319288000001 13.775321858200002 200.83528241485001 48.745053608200003 187.03662689815005 20.338758887200004 25.334697901700004 94.047642319350018 93.262612545250008 18.310380701750002 18.152162791050003 94.776214472700005 186.19055817300003 206.08249486475003 213.24207352880003 24.673428656250003 201.2906445504 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 -1 -5 7 10 -2 9 -9 -7 12 14 -14 15 -8 -16 -17 -18 20 22 -22 -15 24 -21 27 -27 28 -25 -24
right_child=5 2 -4 4 -6 6 11 8 -10 -11 -12 -13 13 19 16 17 18 -19 -20 23 21 -23 29 25 -26 26 -28 -29 -30 -31
leaf_value=-0.063255749308789883 0.057102380695342819 -0.10196350106506361 0.033258455814141573 -0.10078924643982537 0.0080765297498103204 -0.011389911253583896 0.036476598437950522 -0.068586445203127414 -0.10349960159796348 0.053787501626899409 -0.10385516131717105 0.05055060752618154 0.060408976089008394 -0.062049896733243792 0.045784370437708034 0.0098202231913137733 0.028783700269036594 -0.10384493924185362 -0.071553273186296881 0.058428303439412015 0.070960508566402111 -0.015457728335148972 0.042060181031002036 -0.041089969780176226 -0.089231223769325657 -0.080551828681345736 0.033138270309042032 0.040014505029147752 0.044254824088141874 -3.2393546379375547e-05
leaf_weight=0.20244999272517805 0.66068358787742798 0.30110944621765146 0.15919269692676608 0.073471900634104137 2.0138252904107503 0.28581757946812913 0.16307015973143169 0.16967145371745573 0.12220427038846537 0.35967945313313976 0.2519712664106919 0.41823908226797257 0.63358414254617201 0.67672913397110335 0.49504996842733817 0.1074674892006442 0.14205996171222068 0.51697885249905084 0.25016888513710001 0.19207102071959425 1.1180865089409042 0.68966228299541388 0.79651593512244545 0.81587474080151945 0.72574003274303323 0.71023865803726927 0.46775823377538472 1.2194588404381645 0.4955472603905946 21.980167855407785
leaf_count=89 46 198 17 152 472 31 9 82 12 27 41 23 33 19 36 12 11 77 37 5 29 34 32 42 84 63 42 39 16 1090
internal_value=-7.97687e-05 -0.0106741 -0.0551978 -0.00172359 0.0042445 0.000765591 -0.000193106 0.024986 -0.00758032 0.0145633 -0.0547128 0.000705884 5.83858e-05 0.00130098 -0.0225866 -0.0592775 0.00997901 -0.0842831 -0.0352126 4.7963e-05 0.00235452 0.0379917 -0.000392326 -0.0125456 -0.0583304 -0.00121551 -0.0354078 0.0146993 -0.00884072 0.00143961
internal_weight=37.2145 2.75005 0.460302 2.28975 2.0873 34.4645 33.1523 1.31224 0.651555 0.529351 0.537789 32.6145 32.1962 30.5214 1.6748 0.787517 0.887279 0.624446 0.392229 29.8879 25.2612 1.80775 23.4534 4.62669 0.917811 3.70888 1.178 2.53088 1.31142 22.7767
internal_count=2900 928 215 713 624 1972 1805 167 121 109 72 1733 1710 1528 182 98 84 89 48 1495 1204 63 1141 291 89 202 105 97 58 1122
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=16 16 15 10 0 14 4 0 3 13 5 14 8 12 19 15 15 18 9 13 9 13 13 6 13 6 15 6 17 18
split_gain=0.0323458 0.297937 0.261219 0.184287 0.238369 0.17659 0.144117 0.120287 0.351971 0.112628 0.425149 0.172505 0.341788 0.149589 0.144456 0.11356 0.376346 0.29089 0.194436 0.180504 0.306877 0.136951 0.133179 0.124817 0.108558 0.115447 0.140713 0.124402 0.120178 0.135138
threshold=18.684956306450005 18.984955604900005 34.098324821200009 70.085415002650009 94.776214472700005 129.42733769190002 144.53986173305 96.249489528150022 85.436510927550003 109.72404167800001 19.221712148250003 169.50964292540002 8.3434888241000014 94.472960382900013 12.851036860900001 29.049007317550004 27.992471162000005 14.073076155300003 213.24207352880003 104.19119484555002 199.46724415935003 104.02719889955002 103.58091484995002 13.475314848550001 102.47595855830001 12.380289263450001 21.073645951400003 11.995280267800002 201.59899553070002 17.327266398450003
decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 -5 -1 -7 8 -2 11 -11 12 -8 -13 -12 16 19 -17 -19 21 23 22 24 -21 25 27 28 -15 29 -27
right_child=1 3 -4 4 -6 6 9 -9 -10 10 14 13 -14 15 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.11146993380239262 -0.036500337262434186 0.00097536773609091998 -0.10856540633601208 -0.10338466961496547 0.0082234835534915306 0.081553698231418642 -0.10761607843360302 0.096866695097260244 0.091025258924239419 0.10139218305928616 -0.12475633238636681 0.07428814841083331 0.051285397906739166 -0.0024675382854804995 0.027980318491080416 0.080848750899643745 0.075962597687924432 -0.10744929538373515 0.018901370474706258 -0.10112518068631504 -0.09759332410149027 0.05090780746091942 -0.063944706553589095 0.023731578056583939 0.047099502042158237 -0.061931990884606186 -0.10353723404678608 0.059018992095993907 0.058715484779162254 0.05188586892169951
leaf_weight=0.14627821650355777 0.42057026870316139 23.868497156487368 0.23668784956908062 0.39170145004754786 0.37415147817227989 0.20811325865361041 0.41914801020561476 0.37581667955964804 0.44587872965530551 0.4041158914187698 0.15333825522884581 0.25162816987722081 0.19993032288766699 3.6108495945759356 0.10386733843915863 0.15622558073664627 0.59722749743377779 0.43657199009612668 0.16891661779663991 0.094180417514507786 0.54347703191706387 0.49080639984458674 0.3495360419328789 0.53427342250779475 0.44434000803448714 0.45521620789122597 0.23001767037203535 0.36204755447397463 0.17398209266320919 0.13532972146640532
leaf_count=4 37 935 53 45 15 11 50 15 27 13 66 19 12 976 68 12 21 57 26 22 60 20 28 79 43 96 26 37 17 10
internal_value=-8.94973e-05 0.00183567 -0.00465728 -0.000573936 -0.0488594 -0.00235221 -0.000835404 0.0496185 0.0291249 -0.00249766 0.0374258 -0.0052326 -0.0562991 -0.00173338 -0.0630767 -0.00391136 -0.00040735 -0.0408105 -0.0722005 -0.00655092 -0.0425662 0.000199959 -0.00411984 0.00502048 -0.000255873 -0.00449183 -0.0349614 0.00313569 -0.0143295 -0.0358494
internal_weight=36.7827 25.8766 10.9061 24.6344 0.765853 10.6694 10.5231 1.24227 0.866449 10.315 0.661321 9.6537 0.619078 9.03463 0.257206 8.783 8.02128 0.761714 0.605489 7.42406 1.17193 6.25213 5.76132 0.628454 5.41178 4.96744 0.994546 3.9729 0.764528 0.590546
internal_count=2900 1074 1826 995 60 1773 1769 79 64 1758 147 1611 62 1549 134 1530 1435 95 83 1414 161 1253 1233 101 1205 1162 149 1013 123 106
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=16 16 6 6 5 19 16 12 18 13 16 16 9 8 18 4 16 16 9 16 16 3 0 15 16 0 19 18 16 13
split_gain=0.0315032 0.159459 0.0819026 0.0701995 0.182639 0.113135 0.106868 0.128735 0.102065 0.0895473 0.0884553 0.321082 0.311824 0.297505 0.171751 0.13996 0.119736 0.117353 0.154376 0.291442 0.262179 0.137909 0.122344 0.337836 0.320326 0.30032 0.236552 0.252088 0.240913 0.670279
threshold=13.534968349350001 13.039969506900002 13.475314848550001 5.1551204485500008 2.7861270712500006 11.850956171350001 14.994964935250001 207.71672397260002 16.329849731700005 99.962250206350021 15.919962772200003 17.844958270700005 191.87997069285004 4.9461400813500012 15.502113896900001 195.32149859550003 18.094957686100003 18.594956516900002 187.38923140910003 18.384957008000004 18.294957218400004 82.979260196300018 94.047642319350018 27.122924609850003 19.214955067100004 92.313586825200005 13.751109481500002 11.904475184000002 19.974953289850003 112.82921081865001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -7 -8 14 12 13 -12 15 -11 -13 18 -18 20 -20 -19 24 -24 25 -23 27 -26 -28 -30
right_child=3 -3 -4 5 -6 6 9 -9 -10 10 11 16 -14 -15 -16 -17 17 21 19 -21 -22 22 23 -25 26 -27 28 -29 29 -31
leaf_value=0.0010530349552719111 0.024429913783821134 -0.10315314110679293 -0.10248994728070307 0.036626478889767583 -0.10119182079880636 -0.10367471868559255 0.039792549648772796 0.017041092575291125 -0.022346692478617383 0.030169227310762464 -0.075521144875329169 0.047087790874515589 -0.098317719970054049 0.065067264115057963 0.063200463285740194 -0.034638780708072373 0.05988024552222742 0.050143514577651954 -0.082641007530991448 -0.10985540977441624 0.084934060929727162 -0.01249802138401751 0.070763114477738309 -0.053959947055385517 0.018742976591125025 0.078702369482896661 0.048241985339245397 -0.080787044379207584 -0.10467583808171668 0.0021753191512639746
leaf_weight=1.7351287300018601 0.23265484969306172 0.1761771047804358 0.079911843034778829 0.87540360347520518 0.23029547950864071 0.28535268632003763 0.58979415123758272 0.33730114070249329 0.33602328333654441 0.72725694972177979 0.27561700575052117 0.55958991962688998 0.65233566831011558 0.331630346365273 0.64687484866590228 0.61504829721525311 0.14665858833541534 0.57239338895306247 0.1661696433184261 0.41364697685912688 0.21309053467120975 0.5641164730223015 0.27204320474993338 1.0768038774549493 0.39266483494430093 1.0031414848635902 1.0474167613065244 0.72308353193875519 0.60446286044316622 20.414855997925088
leaf_count=688 31 64 48 65 152 46 55 40 28 39 133 37 123 12 36 40 34 24 34 74 12 41 10 85 24 32 25 51 38 779
internal_value=-9.3923e-05 -0.0123222 -0.00350571 0.000615848 -0.0380608 0.00114492 0.000202759 -0.032696 -0.0596947 0.00118809 0.000463413 -0.000916051 -0.0503125 0.00125709 0.0208724 0.000474003 0.00129263 0.000364491 -0.0343703 -0.0518032 0.0115125 0.00158813 0.000523215 -0.0288051 0.00212159 0.0458758 -0.000836426 -0.0457595 0.00143499 -0.000897452
internal_weight=36.2969 1.99122 1.81504 34.3057 0.46295 33.8428 32.9674 0.958677 0.621376 32.0087 31.4189 29.4297 1.25958 0.607247 1.98918 1.34231 28.1701 27.6105 0.939566 0.792907 0.37926 26.671 26.0986 1.34885 24.7497 1.56726 23.1825 1.11575 22.0667 21.0193
internal_count=2900 800 736 2100 183 1917 1852 114 74 1738 1683 1568 268 145 115 79 1300 1263 154 120 46 1109 1085 95 990 73 917 75 842 817
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=12 17 16 8 2 2 7 19 19 6 2 0 16 16 9 4 0 13 18 16 18 17 9 14 16 12 10 7 7 17
split_gain=0.0292159 0.0789822 0.171191 0.117261 0.100158 0.125616 0.211327 0.092734 0.073826 0.0703919 0.0567707 0.0722052 0.0528598 0.107541 0.0855677 0.105456 0.099878 0.0907418 0.12687 0.150547 0.0754322 0.108561 0.11848 0.16999 0.168686 0.0717893 0.0667204 0.0630355 0.21137 0.169861
threshold=322.29449443480007 208.75622138895002 22.544947280100004 5.5456722124000004 357.36576196840008 339.55821382900007 24.355397875400005 14.351157895250003 12.951044929850001 13.990326881750002 296.01432942755008 97.835679825150024 13.624968138900002 13.039969506900002 50.838950466700005 280.33545882855009 113.28087178455002 95.870416931800023 17.327266398450003 12.644970430600003 17.108018746400003 208.12573104970002 201.78065190905002 300.26608985595004 18.764956119400004 281.66997808940005 76.42211081615001 23.124786352450005 23.147601011700004 199.30127897920002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 4 3 -3 5 6 7 8 -2 -5 12 -12 13 14 15 -1 -17 -16 19 -19 21 27 -23 24 26 -18 -24 29 -29 -14
right_child=1 2 -4 9 -6 -7 -8 -9 -10 -11 11 -13 20 -15 17 16 25 18 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10058042419880564 0.027741049808060327 0.042720325511740126 0.085606565602468113 -0.10338812090648551 -0.080127554254131872 0.049060389030254711 -0.089618148509109208 0.06550737029855512 -0.074350047649451856 0.0089990114143146012 0.086941687138385779 -0.0047661566591917087 -0.0020048065459410277 -0.092780811860524032 -0.08709329433357639 0.060170930712669851 -0.10096677793566743 -0.078943602639835894 0.090101836850110667 0.058443690498875045 0.036836742800331147 -0.10315886784147091 -0.10283518182220355 -0.067319556911216591 0.055908987247639208 0.076026837507391476 0.011587588000410966 0.074216334232329956 0.0035913772313289067 -0.073590915322739689
leaf_weight=0.063645421446379968 0.13944379480108116 0.16933821798374982 0.23250694235321134 0.16398277411644813 0.2695253070196485 0.25703695811125726 0.35298644753584085 0.19479927912470885 0.14395876631169813 0.084420634688285645 0.17152491982051188 0.17188729180634255 12.043806352070536 0.17235512744628056 0.20911437950417167 0.38451818095927592 0.076743209303458571 0.2516053521816275 0.10310729220509529 0.11677712373784743 0.57699306937502015 0.18395394277467747 0.12214433675762848 0.38935750044765882 0.39470812247600406 0.032672728617399116 0.087443029886344448 0.43431686481926846 17.444223077211973 0.34084426821937164
leaf_count=74 22 27 14 43 66 47 77 10 21 14 14 30 793 68 233 52 97 86 8 14 65 39 31 26 21 25 21 11 835 16
internal_value=-0.000108906 -0.0118278 0.0168307 -0.0214486 -0.0255528 -0.012036 -0.0309295 0.0123918 -0.0241177 -0.065193 0.000587874 0.0410394 0.000172312 -0.0187733 -0.00847146 0.0205725 0.0361836 -0.0322655 -0.0079484 -0.0353919 0.00100696 0.00034942 -0.029439 -0.0157914 0.0174091 -0.0481147 -0.0550963 0.00150855 0.00530704 -0.00397496
internal_weight=35.7797 2.008 0.650249 0.417742 1.35775 1.08823 0.831188 0.478202 0.283403 0.248403 33.7717 0.343412 33.4283 1.41054 1.23818 0.55758 0.493934 0.680604 0.47149 0.368382 32.0178 31.4408 1.17761 0.993653 0.604295 0.109416 0.209587 30.2632 17.8785 12.3847
internal_count=2900 341 98 84 243 177 130 53 43 57 2559 44 2515 657 589 248 174 341 108 100 1858 1793 138 99 73 122 52 1655 846 809
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=0 3 6 9 9 15 16 3 0 4 2 13 17 7 18 17 6 6 3 17 0 18 17 19 16 18 8 15 6 2
split_gain=0.0295693 0.167373 0.146359 0.535002 0.381352 0.158008 0.350284 0.291933 0.17261 0.327082 0.21876 0.15049 0.132692 0.226241 0.199996 0.366641 0.253845 0.367371 0.276058 0.168198 0.314467 0.179287 0.142816 0.159942 0.327896 0.263467 0.201107 0.200503 0.250771 0.225002
threshold=87.181320254150009 92.751805500450018 15.785368822600002 193.60452210450003 203.09362050815002 38.198215516250009 22.614947116400003 90.367143138750023 89.738043936200015 277.00048312305006 339.55821382900007 114.65467388920001 200.83528241485001 23.699538637550003 13.3584252364 191.89151741935004 16.375382608200002 15.675366252400002 93.077108934250006 195.10209338440004 86.162394622750014 13.415872650200003 191.06791329340004 14.351157895250003 22.604947139800004 13.030213775350001 8.4434108459500017 40.896729687200008 16.525386113000007 89.221398707850014
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 7 -2 -7 -10 -11 -5 13 14 15 16 17 -3 -18 21 -21 -16 23 24 26 -26 -20 29 -29 -25
right_child=2 12 3 4 -6 8 -8 -9 9 10 -12 -13 -14 -15 19 -17 18 -19 22 20 -22 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=-0.049492394407444074 0.00010306071423885795 0.021470797510967282 0.092294455587418264 -0.065576807840654186 0.032763566307548293 -0.067026968859644445 0.091982760114485362 -0.10979192913251419 0.0855118064484192 -0.10518256451439562 0.052214111156481641 -0.0078128763135479479 -0.048401054892478125 0.039803803610691385 -0.10406040659126159 0.058735522544622935 0.076117621353705145 -0.11081860087014671 -0.014801195562477418 0.049059988127779203 -0.042657992656088911 -0.016766996497183953 -0.066287447509740235 0.0039936192295229713 -0.016472387623452326 -0.106309231029822 0.064847157752670123 -0.089036990053036891 0.010763255648131034 0.065168547517322969
leaf_weight=0.75373605036293057 14.367807882561467 0.36243969582209867 0.79972422093851392 0.71507473877500194 2.0468232913990505 0.75090771843679138 0.40991171239875335 0.24586511962843438 0.28001751919509843 0.27668489329971635 0.12969519670514273 1.2213810663670299 0.56746391101478444 1.3464367967753794 0.48607570587046156 1.0594837616590664 0.47330921795219172 0.49884646295095081 0.78210776962635031 0.59515422200365709 1.0052012132655361 0.45600697824443159 0.33765525725902978 1.3891736704972579 0.81243920883707665 0.54573443707431579 0.53308413436388946 0.36167270973237442 0.82859547808766365 1.0599874329927841
leaf_count=27 1696 51 23 20 84 21 14 31 9 47 13 27 34 45 22 42 10 46 255 33 30 39 17 48 41 34 34 38 34 35
internal_value=-0.000108858 -0.0036322 0.0022553 0.0176535 0.00266775 -0.00221891 0.000811495 -0.00174585 -0.0338945 0.00235184 -0.0549498 -0.0291434 -0.00107189 0.00100472 -0.00350384 0.00346174 -0.00387217 -0.0551496 0.00232744 -0.0282834 -0.00854911 -0.0618068 -0.00292417 0.000464968 -0.018107 -0.0525702 0.0174825 0.0141071 -0.0195619 0.0304699
internal_weight=35.4985 14.2546 21.2439 4.783 3.98328 16.4609 15.0236 14.6137 1.43731 0.686398 0.40638 1.93646 13.5009 12.9334 11.587 9.04453 7.98505 0.861286 7.12376 2.54244 1.60036 0.942083 6.65045 6.31279 2.67337 1.35817 1.31519 3.63943 1.19027 2.44916
internal_count=2900 915 1985 154 131 1831 1741 1727 90 69 60 47 888 854 809 685 643 97 546 124 63 61 536 519 364 75 289 155 72 83
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=17 9 18 18 7 7 15 17 0 5 5 15 15 3 15 10 10 13 13 15 10 6 5 2 6 6 18 10 3 16
split_gain=0.0315341 0.0969875 0.0551863 0.0772077 0.0587441 0.114586 0.134529 0.105576 0.13992 0.101798 0.116639 0.101008 0.116822 0.0892059 0.0865556 0.115181 0.0784027 0.170707 0.0996497 0.127931 0.280095 0.203848 0.15076 0.289571 0.174654 0.228391 0.423684 0.213779 0.426599 0.193815
threshold=159.06578391905001 58.059373288650008 11.257534840550003 11.550491688550002 20.778835947700006 21.725272673150005 16.757571343250003 178.84025369870002 86.950112854950021 25.556820288350004 24.437854605800002 20.742056627150003 19.351912300100004 94.260030511650015 50.243466369800011 61.971648364950006 61.614083433650009 117.69263157665002 117.68187774410002 43.938093326450009 61.998532946250002 16.435384010100005 22.963361893800002 158.68292856370002 16.455384477450004 16.555386813950005 13.326324856250002 62.057679025150001 93.206154924500012 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 -1 -2 -4 11 6 -6 -8 -9 10 16 12 -5 -12 -11 -16 -7 18 19 22 -21 -22 24 -24 27 26 -26 28 -18 -27
right_child=2 -3 3 4 5 9 7 8 -10 14 13 -13 -14 -15 15 -17 17 -19 -20 20 21 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.069671907181994217 0.058462317470514336 -0.10326815780349369 -0.067532146173699292 0.00935783703522188 0.068285646483607659 -0.056086320889613163 -0.10318758786865063 0.023493148968859682 -0.079056021762386006 0.063049038617143588 -0.082422625248305584 0.037584101773649875 -0.10510257539999544 -0.002609221634297481 0.054433080481480746 -0.10245046126210083 0.091327705888336788 0.036640202055196712 -0.055884793451142167 -0.10765757399862488 -0.042147279244585528 0.04441515905176327 0.081989388766917567 -0.012256950059824676 -0.0063824643524020234 0.033333656691843211 -0.087081045469685037 0.00060191214863074738 -0.0087406280045227783 -0.028702603377134053
leaf_weight=0.048338555122426352 0.16120775917761321 0.098524001955524909 0.16938046928998929 0.38032585477685543 0.10878873659680621 0.24491494852282514 0.25555903752456288 0.281210425973768 0.25253085561053012 0.45741238683694874 0.30384756101216126 1.011429401506575 0.11647784765227698 0.25974984541971935 0.10210042922699358 0.086399327822618943 0.79086451884361142 1.2681244201958168 0.32517421920783718 0.34607665345538308 0.62707113747455856 0.48051761866372544 0.64691346790641435 0.65719419876950269 1.7684638774953776 1.2188466477964541 1.0292381410181404 19.643747717270799 0.92345622880384326 0.85821883985772718
leaf_count=36 39 84 34 76 30 29 54 15 40 31 52 168 19 20 16 35 18 37 9 16 45 24 15 28 53 39 47 1740 27 24
internal_value=-0.0001062 -0.0463464 8.90812e-05 -0.00018278 0.000148408 -0.000735317 -0.0359646 -0.0503333 -0.0250263 0.000252219 -0.000556336 0.019447 -0.0174779 -0.0456384 0.0395493 -0.0174749 0.000267832 0.000719114 -0.000834739 -0.000217268 -0.0291297 -0.00459293 0.00130901 0.0344947 -0.000340746 -0.0174201 -0.0360704 0.00355744 0.0374237 0.00770101
internal_weight=34.9221 0.146863 34.7752 34.614 34.4447 32.9364 0.898089 0.7893 0.533741 32.0383 31.3924 1.50823 0.496804 0.563597 0.645912 0.1885 30.8288 30.5839 29.3158 28.9906 1.45367 1.10759 27.5369 1.30411 26.2328 4.87477 2.7977 21.3581 1.71432 2.07707
internal_count=2900 120 2780 2741 2707 2444 139 109 55 2305 2223 263 95 72 82 51 2151 2122 2085 2076 85 69 1991 43 1948 163 100 1785 45 63
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=9 13 18 13 16 15 9 8 16 9 12 10 4 12 2 4 6 4 12 14 8 7 18 6 0 17 7 9 9 4
split_gain=0.0285257 0.127478 0.168503 0.0971071 0.127661 0.0754441 0.0396148 0.19881 0.15906 0.20345 0.162976 0.210951 0.131325 0.197006 0.173039 0.328315 0.200807 0.13728 0.110606 0.10856 0.29582 0.214422 0.450758 0.190066 0.266168 0.332657 0.189459 0.17504 0.229487 0.212069
threshold=38.136666659400014 96.209162656250015 16.433295803950003 92.138837046750012 12.344971132100001 5.4774945026000008 187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 98.870599058600007 65.555363052850012 165.01827963435002 114.00770670190001 100.60547560250002 207.98441978950004 16.525386113000007 195.32149859550003 78.909246879600019 162.85769004780002 8.3434888241000014 23.124786352450005 13.451704604950001 16.375382608200002 86.280686780500005 189.37128582595003 23.147601011700004 190.24759545780003 191.40721473735002 168.72122291465004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 8 9 10 11 -2 -12 -14 -15 16 -16 -18 -8 20 -20 22 23 -21 25 -25 -23 -28 -29 -30
right_child=6 -3 5 -5 -6 -7 18 -9 -10 -11 12 -13 13 14 15 -17 17 -19 19 21 -22 26 -24 24 -26 -27 27 28 29 -31
leaf_value=0.050953662997321028 -0.10758400218695381 -0.10209647471634851 0.062755851894654269 0.070785812722921823 -0.10246390391282159 -0.088183960384377286 -0.034062475268535057 0.079122413182301732 -0.045885184851844479 0.062135571671726536 0.084938736680792104 0.015057450051079783 -0.10529421380842469 0.082991904374319789 -0.11536237698824747 0.014051338588427387 -0.10339481612179165 0.083303313143030952 -0.040434584392327395 -0.047118878893239159 0.044717744910337934 0.072120294493576598 -0.093624526485665605 0.0076418908478551985 0.044658289163637642 -0.072935749092288435 -0.061426983275704422 0.08532543216780418 -0.081413826064242467 0.0030114473786604771
leaf_weight=0.12153588063301768 0.29428930507219675 0.14916355464265507 0.038833961149066454 0.28794409038528102 0.097952509611786809 0.22483910573737376 0.99521805677796038 0.36384090729552543 0.59996167349163432 0.62410349353649497 0.21112216831534159 0.26794993426301517 0.1584055797665086 0.28893605308257964 0.34552254974551067 3.4180449245318414 0.061121233636185934 0.1107466631447096 0.55786062081461141 0.98514452142626652 1.5184549986734053 0.38896604301408189 0.71469497995394693 1.8122445898666235 1.055305332993157 0.71429179840561108 0.43039440621578506 0.33317036505468678 0.30281186359934764 17.063026466397105
leaf_count=27 38 71 31 33 25 221 37 18 23 34 9 19 42 10 35 610 36 34 28 33 61 10 29 111 27 50 36 21 25 1116
internal_value=-0.000104122 -0.017474 -0.0011045 0.0325924 -0.017513 -0.0659534 0.0003714 0.00722383 0.0031237 0.00821059 0.00168347 -0.049136 0.00790317 0.0041923 0.00829783 0.00281386 -0.0714245 0.016908 -0.00134838 -9.01753e-05 0.0218392 -0.00200329 -0.0197763 -0.00821969 0.00247909 -0.0151387 0.00306581 0.00158424 0.00311652 0.00153931
internal_weight=34.5359 0.920269 0.771106 0.507432 0.219488 0.263673 33.6156 6.74404 6.3802 5.78024 5.15614 0.562239 4.5939 4.38278 4.22437 3.93544 0.51739 0.171868 26.8716 25.8764 2.07632 23.8001 5.28168 4.56699 3.58184 2.52654 18.5184 18.1294 17.699 17.3658
internal_count=2900 408 337 85 52 252 2492 908 890 867 833 57 776 767 725 715 105 70 1584 1547 89 1458 250 221 188 161 1208 1198 1162 1141
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=0 8 3 8 12 14 10 16 2 4 2 6 4 12 6 3 5 16 10 15 5 15 10 10 16 15 16 2 16 15
split_gain=0.0306126 0.142026 0.0968594 0.0963903 0.0836514 0.0953402 0.0864016 0.146457 0.110283 0.099024 0.10753 0.0800141 0.115161 0.17226 0.0971518 0.0848896 0.0799062 0.154173 0.22215 0.121163 0.0757142 0.0731862 0.351819 0.139981 0.174663 0.149074 0.26941 0.201499 0.161286 0.200745
threshold=98.615332683000005 8.1436447804000007 80.043463917850019 8.4434108459500017 119.83795109915002 170.52070866230002 78.285212300550015 16.064962433100003 146.11720701395004 256.08338064055005 153.92068653480001 11.815276062050001 309.48890441440005 178.88951783280001 3.6650856341500009 68.555682326450011 16.222050829800004 15.644963415300001 72.187789260650007 21.155167166400002 13.809011005350003 23.707353846250005 75.18810853425002 75.465019721650009 17.844958270700005 28.566186095050004 18.684956306450005 112.15964652650003 19.274954926800003 27.008040895250005
decision_type=2 2 2 2 2 2 2 2 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 4 -3 5 -2 7 -6 20 -10 -11 12 13 -12 15 -14 17 19 -19 -1 -8 22 -18 24 -23 28 27 -27 29 -26
right_child=1 3 -4 -5 6 -7 8 -9 9 10 11 -13 14 -15 -16 -17 21 18 -20 -21 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0214043278877094 -0.033534677898041702 -0.096267033067961444 -0.066577383943172974 0.0070661692582283872 -0.10212285697050448 0.072488145016100014 -0.10169292449608242 0.022116656952095512 0.08850810311124778 -0.10649547765722225 0.064600854192588986 0.052610944981481701 -0.1007622964102951 -0.079605783711135081 0.031212151077840873 0.0098575404031222783 0.0039010637188000886 0.020792056523702154 -0.10147204769175407 0.096992467778250283 0.017664345720828072 -0.05095542114439261 -0.10481965428968057 0.057465018635277469 0.0019432524013927449 0.008558733073522045 0.0010408043146759953 -0.089765369450537702 -0.011351382732783232 0.071626258326395853
leaf_weight=0.55030000343686214 0.1165367370413154 0.28521372906834574 0.21701088274130587 0.13207454244547989 0.21699434827314723 0.3115982951251226 0.15829442726658305 0.16861064336262643 0.14967083884039345 0.084059296946179862 0.11020101654594361 0.34731582361564495 0.11711923357370302 0.33356957702108048 0.93948722803725104 0.17016684522968717 1.3395457949642402 0.58706804285975522 0.19898008901873254 0.34501668946177233 0.080010446721644257 0.65381838530993874 0.38267007572358114 0.4321273653767993 0.71599970846546346 0.32464949072891869 22.219314605772979 0.58220113249535643 0.84288798971829226 0.97828509706414479
leaf_count=37 21 69 43 28 51 55 110 30 14 19 31 29 158 141 166 55 303 36 90 24 21 107 29 18 60 27 935 79 59 55
internal_value=-0.000107019 -0.00839906 -0.00186088 -0.0635614 0.00239025 0.0436291 -0.00374984 -0.0477976 0.00307175 0.00991851 0.0043224 0.00893881 -0.00014088 -0.0437951 0.0156505 -0.0352394 0.000975912 0.0221595 -0.0101579 0.0505328 -0.0616189 -0.000275072 -0.0202563 0.00101139 8.44233e-05 0.00138475 -0.0011397 -0.0545657 0.024395 0.0421784
internal_weight=34.0908 3.93793 3.52065 0.417288 3.30363 0.428135 2.8755 0.385605 2.48989 2.25159 2.10192 2.01786 1.67054 0.443771 1.22677 0.287286 30.1529 1.68136 0.786048 0.895317 0.238305 28.4715 1.72222 26.7493 26.3172 25.6633 23.1262 0.906851 2.53717 1.69428
internal_count=2900 1041 944 97 901 76 825 81 744 613 599 580 551 172 379 213 1859 187 126 61 131 1672 332 1340 1322 1215 1041 106 174 115
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=13 16 3 6 6 2 7 10 13 15 3 13 9 7 2 7 19 18 16 6 17 13 7 9 18 8 7 7 7 6
split_gain=0.0315815 0.165902 0.211908 0.35296 0.259969 0.18251 0.236913 0.290282 0.222121 0.188999 0.171677 0.12813 0.17567 0.198332 0.214217 0.203146 0.146695 0.273541 0.258924 0.148912 0.144641 0.122786 0.121617 0.104945 0.0925433 0.100707 0.0728739 0.225832 0.166076 0.130031
threshold=117.38883580790001 22.624947093000003 92.359290613450014 16.395383075500003 16.465384711100004 188.72314814045004 22.535351262400003 61.917879202350001 117.66037007905001 40.301031380450006 93.394346993650018 117.47217800995001 197.33595066125002 23.699538637550003 213.18429240960003 23.147601011700004 14.451165964200003 13.3584252364 22.604947139800004 16.445384243750002 188.31851043910004 117.30011668960002 22.726915405250001 191.62448690950001 12.918470885650002 8.4434108459500017 22.620341628000002 22.892948161350002 22.124753953150002 15.925372093750001
decision_type=2 2 2 2 2 2 2 2 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 11 -3 -4 10 6 7 23 -7 -8 -5 -2 16 15 -15 -14 17 18 19 -13 24 26 -18 -6 25 -21 28 -28 -1 -29
right_child=1 2 3 4 5 8 9 -9 -10 -11 -12 12 13 14 -16 -17 22 -19 -20 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00034000463935864316 -0.0440597112812664 0.074150712534013466 -0.082939188864310467 0.095174278374751675 0.032806787645093337 -0.10661318046670923 -0.0038911194287735715 -0.074333653447955977 -0.003939649300856489 0.067838007928705077 0.0171532496308263 0.094683188359508091 -0.016369994542643519 0.047975424768114283 -0.044857683414392252 -0.10944517761660849 -0.003277162386367747 -0.078010886428851123 -0.057425533232360895 -0.054670074555184169 0.070061789030016253 0.041221406709207813 0.064652706682499131 -0.020880577688962593 -0.10583670833316022 0.10126352264306362 -0.050186492909561134 -0.0031500215063106304 0.050623223887795277 0.020671962203667196
leaf_weight=2.3337869679127219 1.2893290789870642 0.43754481570795167 0.45181141484499665 0.50329054705798604 0.83737999340519376 0.33558997259933665 0.62595369743939933 0.57338070682453679 0.56620045781164663 0.88911329461552668 0.64149605217244243 0.34281505947001301 0.45352112704495062 0.47660326957702637 0.51952476889709942 0.48556901526171714 0.45112057919686754 0.44436319653004819 0.35995005675158609 0.10050901775139209 0.22229816751496401 0.77816482220441585 0.63389227855668651 0.64419471175642684 0.1170086435158737 0.070446085184812546 0.91479542202796693 13.571397129436493 0.91411874899222301 2.756799212365876
leaf_count=476 35 16 29 13 29 31 26 20 38 38 38 12 17 10 32 23 17 19 20 50 7 27 26 40 20 2 49 1578 67 95
internal_value=-0.000110757 -0.0041058 0.00693912 0.00209303 0.0089332 -0.00195219 0.00820138 -0.013918 -0.0421483 0.0382029 0.0514542 -0.0161484 -0.00845502 -0.0315245 -0.000441141 -0.0644958 0.00782429 -0.0108889 0.0136997 0.0437105 0.00946491 0.00223207 0.0364092 0.0094633 -0.0373138 0.00958604 0.000751408 -0.00183681 0.0144921 0.000872004
internal_weight=33.742 12.4729 6.50596 6.06841 5.6166 4.47181 3.57002 2.05496 0.90179 1.51507 1.14479 5.96695 4.67762 1.93522 0.996128 0.93909 2.7424 1.65739 1.21303 0.853077 0.510262 21.2691 1.08501 1.48157 0.287964 0.170955 20.4909 17.243 3.24791 16.3282
internal_count=2900 608 318 302 273 222 153 89 69 64 51 290 255 82 42 40 173 130 111 91 79 2292 43 69 72 52 2265 1722 543 1673
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=5 0 5 8 5 16 16 10 10 0 15 5 5 5 10 9 16 0 10 4 3 10 17 0 18 10 8 3 8 3
split_gain=0.0308967 0.138268 0.117167 0.227093 0.114088 0.106101 0.172958 0.159534 0.413945 0.34058 0.280008 0.192562 0.181157 0.12334 0.11878 0.398109 0.171708 0.35792 0.240563 0.135285 0.134582 0.14329 0.105478 0.104346 0.100592 0.097448 0.102337 0.191726 0.274626 0.191898
threshold=20.717225865800003 91.625341543800019 21.197160116700001 8.3434888241000014 20.569643378550001 22.684946952700002 22.614947116400003 66.318885161900013 66.697957758300021 92.031298721500022 31.506101402100004 13.922841871800001 20.361635946650004 20.302496186500004 70.026268923800004 196.98862600660001 19.214955067100004 93.972365491700018 70.182199495350019 143.35918460430003 84.968719212850019 70.343506983200015 169.94681044690003 93.063666643600016 14.339258036900002 65.848404989100018 8.543332867800002 93.308316333450009 8.4434108459500017 93.356708579850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 10 -9 11 -1 -10 13 14 15 23 17 -16 -19 -20 21 -21 -3 -11 25 26 27 28 -4 -29
right_child=1 22 24 -5 -6 -7 -8 8 9 12 -12 -13 -14 -15 16 -17 -18 18 19 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.020692805270022381 0.0077699030478621083 0.021964645655656142 0.010263775166638209 -0.054142160810164632 0.049894232064896904 -0.072253467742639368 0.046870283038985619 0.085708480216693583 0.025548840387954148 -0.057548503501207417 -0.060279306566010861 -0.10475772716629161 0.090552041910555672 -0.08682714186296453 0.084602787018357842 0.059788833488250648 -0.056938423966040243 -0.10932172986669982 0.10232156351557727 0.081341288565414324 -0.077460685014816552 -0.0023744884159013929 -0.091980031998930789 0.0071071158956678149 0.047199153480223542 -0.051672005201446838 -0.010867134271150002 -0.11005623075117457 0.073620216904428173 -0.0023370206818183227
leaf_weight=0.70811620693530386 1.2222090174327669 0.11202693115774209 3.3328132128990493 1.1498113961424676 0.50202216989418857 0.19279079558327872 0.82836076717649199 0.58831693325191636 0.1502308522212833 0.48227427108212895 1.0760316275991497 0.46266240707154793 0.23489489045459855 0.15473851724527854 0.48840192118222781 1.3042571316473184 0.53526451741345304 0.20928956288844247 0.12539114058017631 0.21007823408581128 0.23172078332572699 7.641441203621298 0.29562238776861705 0.51740610958950128 0.47163215463115271 0.35249324388121372 4.3718899817718002 0.17195917828939844 0.86088624538388092 4.3226152156750004
leaf_count=39 37 12 96 39 22 7 28 23 35 14 35 37 11 6 33 27 31 6 2 6 63 1325 82 28 40 29 240 5 23 519
internal_value=-0.000100219 -0.00314404 -0.00170158 -0.0222413 0.00294731 0.00148722 0.0023786 -5.88312e-05 0.00369816 -8.65841e-05 -0.028142 -0.0728173 0.00358672 0.00187015 0.00303867 0.0233961 -0.00192895 0.00137708 -0.00345161 -0.000752319 -0.00235125 -0.000134557 -0.0606667 -0.0240846 0.00180746 0.000211346 0.00161168 0.00789094 0.0232696 -0.00645828
internal_weight=33.3076 16.664 16.2563 2.37202 16.6437 16.1417 15.9489 15.1205 13.3364 12.7481 1.78415 0.612893 12.1352 11.9003 11.7455 2.30394 9.44159 8.90632 8.41792 8.20863 8.08324 7.85152 0.407649 0.99968 13.8843 13.4127 13.0602 8.68827 4.1937 4.49457
internal_count=2900 1122 1028 76 1778 1756 1749 1721 1647 1624 74 72 1552 1541 1535 69 1466 1435 1402 1396 1394 1331 94 42 952 912 883 643 119 524
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=6 12 8 9 9 9 5 2 8 17 5 19 2 5 2 19 2 19 6 3 16 9 18 17 15 2 17 15 6 2
split_gain=0.0288022 0.0538499 0.0816126 0.108841 0.189868 0.134929 0.0792105 0.0762001 0.157598 0.141806 0.108574 0.0816629 0.170883 0.220785 0.202009 0.174682 0.163227 0.161341 0.153387 0.225781 0.170273 0.163943 0.159631 0.135268 0.23463 0.163486 0.122142 0.0967359 0.0914315 0.090748
threshold=22.585527707250005 58.770113158150004 8.8430989333000021 208.21354399485003 213.24207352880003 226.28914430085004 22.553892743650003 59.615984903700003 8.7431769115000026 181.49225329600003 21.964328598750004 14.451165964200003 107.21413536925002 22.732890661650003 156.90682228315003 14.551174033150001 192.12593012350001 14.551174033150001 16.465384711100004 94.187442142150019 22.574947209950004 188.14427954665004 13.086509421050001 192.49174628505003 43.376643616500012 226.19683278270003 190.74753769255003 20.742056627150003 16.730390902950003 270.91232589630005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 9 11 -3 -10 18 15 14 -14 -13 -16 -18 29 20 -20 27 -22 -15 -25 -26 -24 -21 -29 -9
right_child=-2 2 3 4 5 -7 -8 8 10 -11 -12 12 13 23 16 -17 17 -19 19 21 22 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=0.045399219458340828 0.032940240210499891 0.017139743445155214 -0.10581221218917616 0.065538662314067284 -0.053795249577113062 0.02521203949035335 -0.02368734787482156 0.0035154840047975366 0.069701426220266982 -0.057391422838780154 0.0021752306791985566 0.068573283834975948 -0.069946036282777665 -0.027634508151849091 0.045138121173484251 0.0039518066449318627 -0.063852793185771597 0.017842196619867339 0.0054641884015546108 -0.10500079412766417 -0.012756800745986284 0.077122924484118366 -0.1073979940756086 0.094658391089539315 -0.035169815277401116 0.046507608052257517 -0.045626244441204632 0.025721975454807373 -0.049883599331749628 -0.018796158295189047
leaf_weight=0.25522239902056654 0.26190910581499238 0.44074025686132035 0.22463442984735493 0.28336014365413553 0.64890047892549774 0.32412835812283447 0.24612539947338519 16.998314008449896 0.55965155630838026 0.6066709412552882 0.414440765431209 0.87320691905915626 0.63391633168794292 0.39463901259296097 0.48395493836142101 0.80295944819226861 0.52090978002524935 0.45108067627006676 0.70986813654599235 0.089874316326017611 0.69325961938329816 0.31747566666217608 0.56051590049173661 0.49253459926694609 0.44083992755622603 0.55181252079319165 0.7462981334538199 0.56922397898688359 0.22246344614586633 2.0419290900695151
leaf_count=10 8 20 14 29 54 23 26 1581 24 39 22 24 22 32 16 22 25 18 27 58 34 19 29 15 26 28 33 63 131 428
internal_value=-8.91244e-05 -0.000354492 -0.000715531 -0.0218649 -0.00649861 -0.0274769 -0.0628752 0.00047755 0.00141649 -0.0260294 0.0409715 6.90493e-05 0.0108433 -0.000461571 -0.0228285 0.0376167 -0.00231359 -0.0259398 -0.00258157 -0.0206248 -0.0366111 0.0155058 -0.0515445 0.0244044 0.0382321 0.0102344 -0.0721213 -0.00668426 0.00447688 0.00112272
internal_weight=32.8609 32.599 32.3437 1.72715 1.25639 0.973029 0.47076 30.6166 29.5692 1.04741 0.974092 28.5951 5.64585 3.96969 2.08986 1.67617 1.45595 0.97199 22.9492 3.90898 2.70994 1.19904 2.00007 1.87983 1.48519 0.992652 1.30681 0.881562 0.791687 19.0402
internal_count=2900 2892 2882 146 106 77 40 2736 2677 59 46 2631 228 182 81 46 59 43 2403 394 123 271 96 101 69 54 62 252 194 2009
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=9 19 3 18 2 12 6 13 7 14 13 16 13 4 2 9 7 12 9 14 16 7 17 5 12 16 15 4 2 5
split_gain=0.0286826 0.0487306 0.11879 0.0821717 0.0524586 0.160007 0.0698294 0.137031 0.0749044 0.119051 0.0658309 0.109943 0.0901318 0.0780076 0.149873 0.127401 0.219837 0.201452 0.144749 0.125769 0.199875 0.124574 0.184428 0.118682 0.202003 0.391079 0.249837 0.313387 0.152506 0.189293
threshold=231.85949239145003 14.651182102100002 92.913112988300014 13.434779691800001 50.734033752200013 78.909246879600019 17.765415086100003 121.87856088575002 23.633329316050006 143.79061584365004 117.99105042915001 22.724946859200003 117.75715457175001 241.03469907380003 147.22108985190002 185.50567866740002 22.296968840150004 150.89336347300005 185.04294426330003 244.99684607285005 22.674946976100003 22.169188248350004 187.73134645290003 22.852794041600003 148.24135922650004 22.474947443800005 36.282341310300005 228.53067524955003 119.40000354470001 19.998562110200005
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 9 -8 11 12 13 14 15 17 -17 18 21 -15 -21 -7 -23 24 28 26 27 -26 29 -18
right_child=-2 2 3 -5 5 6 7 -9 -10 -11 -12 -13 -14 19 -16 16 23 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.023645664461685551 -0.032778918210628026 0.064763264466009024 0.027728533951029755 -0.033951724530349392 -0.075078013293158496 -0.069168231553439777 0.082868077084463851 0.073302201910538267 0.035747390445636483 -0.078573611339610924 -0.042205750636101873 0.046470433892663789 -0.054784162357363358 -0.046984006143357848 0.052407077761521287 0.087412560090714853 -0.0047555062675745646 0.057139297701544467 -0.11581191619045712 -0.0048054468318877866 0.066361249966185559 0.036790457540512925 -0.049036462354248876 0.053816735826399002 -0.085600669066501989 -0.084902145192625136 0.070630919365755301 0.053975437507128604 0.06423351093648226 0.027538763922837019
leaf_weight=0.86746769386809575 0.26612281973393592 0.39666585763916262 0.45886488622636534 0.40806463081389666 0.29109453194542112 0.41639821270878563 0.050450173905118301 0.10717906465288252 0.089110068511217833 0.48281996403534322 0.36172119660932267 0.51589303552464016 0.2983710226835673 0.67186329070682305 0.65742908775791953 0.33419565395160944 5.4555367724210484 0.28410199993959384 0.19145500846207131 13.02512092588972 0.40697344992622753 0.52541148118052639 0.47827477677674324 0.47774931481399185 0.38926221558358587 0.71722291503101576 0.42014041822403669 0.27416199714298273 0.47569961713543385 2.7199479500413872
leaf_count=34 55 12 27 20 23 126 3 10 11 132 53 22 12 46 35 12 356 21 4 1537 36 47 61 18 19 18 9 29 28 84
internal_value=-8.37722e-05 0.000186035 0.0194354 -0.00130443 -0.000598971 -0.00129728 -0.000577212 -0.0311343 -0.0491191 -0.0633004 0.000188958 0.000722626 -0.000113715 0.000470508 0.00581083 0.00348296 0.0075194 -0.0205016 -0.0341891 -0.00476115 -0.0026492 -0.0231847 -0.00410763 0.00507652 0.00284866 -0.0276223 0.0102918 -0.0279204 0.00919135 0.00598866
internal_weight=32.5148 32.2486 1.2636 0.86693 30.9851 30.1176 29.8265 0.729559 0.62238 0.53327 29.0969 28.7352 28.2193 27.9209 13.817 13.1596 11.2639 1.89564 1.61154 14.104 13.4321 1.42008 1.00369 10.9297 10.452 1.80079 1.08356 0.663424 8.65118 8.17548
internal_count=2900 2845 59 47 2786 2752 2729 156 146 135 2573 2520 2498 2486 867 832 573 259 238 1619 1573 234 108 561 543 75 57 48 468 440
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=13 16 3 6 6 3 2 18 16 15 4 5 17 16 17 19 17 8 0 13 19 10 9 3 9 6 15 6 8 13
split_gain=0.0301153 0.141693 0.16783 0.301369 0.200192 0.152444 0.134676 0.153403 0.189176 0.167801 0.143177 0.12394 0.161078 0.184203 0.28474 0.140995 0.209988 0.146263 0.138622 0.101854 0.202764 0.150599 0.230694 0.190695 0.144839 0.0984112 0.217589 0.165155 0.142491 0.147023
threshold=117.38883580790001 22.624947093000003 92.359290613450014 16.395383075500003 16.495385412050002 93.394346993650018 188.72314814045004 12.933745112000002 22.744946812400002 40.128253618400009 293.22796442735006 24.301614351200005 186.34046889365004 22.554947256700004 195.10209338440004 14.451165964200003 189.90635174060003 8.4434108459500017 85.775256651950016 115.25151159420001 14.551174033150001 62.837331883000012 199.82130058355003 92.539417308200015 209.92140100750004 16.435384010100005 34.279674133750014 16.180378051950004 8.6432548896500023 113.85351336640001
decision_type=2 2 2 2 2 2 2 2 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 11 -3 -4 5 -5 7 8 -6 -9 -8 12 -2 14 -14 16 -15 -17 -13 20 25 22 23 -21 -23 27 -27 28 29 -1
right_child=1 2 3 4 6 -7 10 9 -10 -11 -12 18 13 15 -16 17 -18 -19 -20 21 -22 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020187931455362515 0.035953024127466551 0.069479102566569487 -0.079432789755080557 0.080821153119832526 -0.0644397043111226 0.016329936301720523 -0.10593327541143854 -0.0099493694059006946 0.010074183925833202 0.058605598737660927 -0.010730337682434074 -0.05833909939301854 0.055370083098094471 -0.017492042600970256 -0.035536941827115968 0.017675390785347314 -0.083441454948399316 -0.052997812012070114 0.061130669114375036 0.10152584224752106 -0.083106607716015385 0.070332345934181903 -0.029067422882722661 0.0087894045326393517 0.0032365356121777066 -0.059402744304968662 0.098386677500959835 0.0411035903479606 -0.061689792990979986 0.03507145176491782
leaf_weight=13.36285347038603 0.46006938860227631 0.3945840811356901 0.42046679526174546 0.53908588364720333 0.55151498247869379 1.1450790335238705 0.24495960239573822 0.64994016147102207 0.89141595053661149 0.79226917683990905 0.44482966139366908 0.12983016373846101 0.6108420970267614 0.83141219479148309 0.79036117257783189 0.68941475075553149 1.1514737127654369 0.50906701173516922 0.38550592373212567 0.30716637615114428 0.29576985568564751 0.81750146020203807 1.1755950588849371 0.79727443681804289 0.53052039816975594 0.59675719704864683 0.10238861857214943 1.0132949300677871 0.37249310366314681 1.1616327170340817
leaf_count=1819 18 16 29 15 20 69 25 23 50 35 36 88 15 28 28 30 37 21 25 10 14 26 34 86 27 160 7 40 36 33
internal_value=-7.67005e-05 -0.00414206 0.00641544 0.00203413 0.00854744 0.036973 -0.00484396 0.00464648 -0.0184064 0.0277109 -0.044539 -0.01568 -0.0204538 -0.0261168 0.00409317 -0.0394225 -0.0557893 -0.0123438 0.0310323 0.00222633 -0.00103645 0.0174295 0.00176373 0.0345812 0.0439265 0.000425 -0.0362948 0.00203858 -0.00061863 0.000947594
internal_weight=32.1654 11.6321 6.07415 5.67956 5.25909 1.68416 3.57493 2.88514 1.44293 1.44221 0.689789 5.55798 5.04264 4.58257 1.4012 3.18137 1.98289 1.19848 0.515336 20.5332 16.9052 3.62806 2.28004 1.10444 1.34802 16.6094 0.699146 15.9103 14.897 14.5245
internal_count=2900 608 318 302 273 84 189 128 70 58 61 290 177 159 43 116 65 51 113 2292 2109 183 130 96 53 2095 167 1928 1888 1852
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=5 10 17 3 7 18 5 19 5 5 15 16 10 15 3 7 13 5 6 5 4 2 15 18 17 6 6 18 0 13
split_gain=0.0307499 0.129425 0.152562 0.174842 0.108873 0.166494 0.137258 0.100835 0.0570609 0.197292 0.112527 0.0920529 0.0845422 0.0657526 0.0570693 0.252938 0.25555 0.0758013 0.16565 0.123735 0.226832 0.0949269 0.0864317 0.0792188 0.307697 0.25974 0.473488 0.220113 0.215603 0.171906
threshold=29.040033326300005 60.474177186300004 167.56787829315002 103.44111502715002 21.725272673150005 11.955585097900002 31.302824910800002 13.351077205700003 25.556820288350004 24.779543538450003 50.243466369800011 22.744946812400002 61.82916008405001 51.067537391750008 93.932038619750017 22.446731871300006 117.66037007905001 23.606333875400001 16.405383309150004 22.963361893800002 285.80603333175003 217.08409765600001 42.133814420300006 13.278511569200001 184.84480138465003 16.455384477450004 16.565387047600002 12.885811969150001 86.597924839850023 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=1 2 3 -1 5 6 -2 -8 9 11 -10 12 -3 -12 17 -16 -17 19 -19 22 -21 -20 23 24 27 -25 -27 -14 29 -26
right_child=4 8 -4 -5 -6 -7 7 -9 10 -11 13 -13 14 -15 15 16 -18 18 21 20 -22 -23 -24 25 28 26 -28 -29 -30 -31
leaf_value=0.091840666072096427 0.078695282094634986 -0.056314795756860471 -0.10374317528327943 -0.10350874879905125 0.10069722131493145 -0.073342843206625888 -0.094229121708499411 0.025646778737402471 0.057516265582384443 -0.086092201359033727 0.032052119954320883 0.034749459733274222 0.004774919559211558 -0.10234618739154887 -0.089329214420661537 -0.049705644006694229 0.087962159819976682 -0.070549452385459926 -0.027737371964640198 0.068489238286791293 -0.020122263659510437 0.041978776980734211 -0.042724803508974958 0.0023211727788968136 0.0012505313369511864 -0.08050872623621011 0.015448754565490131 -0.081599081918240737 0.074363434583082352 0.060097031524114199
leaf_weight=0.1149626232713733 0.29821463521147862 0.26940224836199789 0.25952004811324514 0.076174925404075111 0.13537798173229021 0.20801665488124854 0.10821601866518904 0.19958246918395162 0.42584787900886922 0.26642900368858491 0.064581674159853719 0.75785224186256428 0.71891157796928229 0.083425384682414006 0.36289480783352601 0.27156347334494058 0.26781333051621914 0.46539832121925317 0.4191368916654028 0.72569187823682912 0.47994066503997601 0.36573355476139113 0.45591707049220431 17.796695830018283 2.1776931623462596 1.0881199079303763 0.97497452325114853 0.50040264570270665 0.77013613120652724 0.64299523876979936
leaf_count=8 33 21 97 53 9 60 34 29 52 54 9 25 31 39 63 34 9 30 25 25 27 20 36 1850 72 57 31 22 27 18
internal_value=-6.70301e-05 -0.000613384 -0.0538102 0.0139872 0.0176587 0.00384888 0.0303453 -0.0164993 0.000176477 -0.000425437 0.0314102 0.000347966 -0.000558752 -0.0437026 -3.14103e-05 -0.0247796 0.0186497 0.000778167 -0.02328 0.0019205 0.0332146 0.00474893 0.000418888 0.00121621 0.0127305 -0.00157261 -0.0351613 -0.0306727 0.0274687 0.014665
internal_weight=31.7516 30.8022 0.450658 0.191138 0.949408 0.81403 0.606013 0.307798 30.3516 29.7777 0.573855 29.5113 28.7534 0.148007 28.484 0.902272 0.539377 27.5817 1.25027 26.3315 1.20563 0.78487 25.1258 24.6699 4.81014 19.8598 2.06309 1.21931 3.59082 2.82069
internal_count=2900 2735 158 61 165 156 96 63 2577 2477 100 2423 2398 48 2377 106 43 2271 75 2196 52 45 2144 2108 170 1938 88 53 117 90
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=7 10 16 7 17 3 7 0 17 6 8 9 19 6 7 12 2 7 18 7 8 8 7 4 2 4 2 2 9 13
split_gain=0.0283219 0.0771785 0.125571 0.0993487 0.178014 0.0909643 0.202566 0.192167 0.0734327 0.0888013 0.0746879 0.0997289 0.0842308 0.0705642 0.0790445 0.232414 0.233918 0.169473 0.0950852 0.201552 0.115751 0.0900574 0.0816757 0.21014 0.212981 0.235797 0.189248 0.431676 0.19789 0.28522
threshold=20.778835947700006 61.614083433650009 22.744946812400002 21.725272673150005 191.27887671285004 93.915907870950022 22.446731871300006 85.447264760050004 171.14418113535001 10.510245570250001 4.9461400813500012 66.290220196950017 14.051133688400002 18.155424198600006 22.087764922150004 211.56805207830004 50.734033752200013 22.296968840150004 12.949570119650001 22.580174331950005 9.1428649988500013 8.0437227585500022 23.195026784100005 163.60960442095003 89.221398707850014 194.78797560380002 126.02137215710002 143.15549947900004 189.54401862130001 117.54745483760001
decision_type=2 2 2 2 2 2 2 2 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 5 -2 -5 13 -7 -8 9 -1 11 -10 -13 14 15 16 -3 -16 -19 21 22 -20 23 -21 -25 -26 -27 -28 -29 -30
right_child=1 2 -4 4 -6 6 7 -9 10 -11 -12 12 -14 -15 17 -17 -18 18 19 20 -22 -23 -24 24 25 26 27 28 29 -31
leaf_value=0.088703278229620985 -0.1035531914367584 0.036389402475667861 0.050531166412180306 0.033501909503176684 -0.083735406055969616 -0.08453274239644315 0.062361242416948993 -0.043501515098131327 0.048634490252037199 -0.012488564547704601 0.10032370567532661 -0.10158523410592731 0.062048963906791411 0.05341778713119584 0.055272274138854043 0.041756066886697009 -0.1059504409682825 -0.041350582268639448 -8.9085785894390816e-05 0.043945664447783653 -0.063180451140027544 0.06716624518242513 0.002674703177437422 -0.092394574476331509 0.034035096333339676 -0.066250508581635212 0.071510401298940471 0.016389425526489195 -0.098709862474999813 -0.012735646178174458
leaf_weight=0.095049599145570651 0.15748409508620653 0.15933976508678327 0.48347996883967326 0.32452699781333649 0.21553333907650085 0.41189087833248439 0.31110633539879018 0.38203823270214343 0.35736748497220094 0.98980299282902706 0.15158178641286213 0.099108964172046399 0.046084817739028949 0.24758717534132202 0.5585106197486337 0.29967050531195127 0.41919323207548587 0.55500086187385278 0.2891569378189186 0.61029246145881799 0.29817909831763145 0.63924903870793059 18.46569895634866 0.3594222905448986 0.87831501693290182 0.81142347213972277 0.51212330699490882 0.64375430911968612 0.67279957173650451 0.9048119217659405
leaf_count=14 32 7 18 32 22 58 33 54 32 270 9 65 6 11 30 47 58 25 35 22 23 30 1761 11 21 34 13 56 35 36
internal_value=-6.8582e-05 -0.000796983 -4.00065e-06 -0.0336659 -0.0132865 -0.000863414 -0.0289914 0.00401321 0.0123342 -0.00362262 0.0387975 0.0202401 -0.0496474 0.000274115 -0.000211823 -0.0297225 -0.0667472 0.000777399 -0.000409641 0.000496161 -0.00126109 0.0462192 -0.000487236 -0.0113139 -0.0183653 -0.0123498 -0.0238425 -0.0112539 -0.0303347 -0.0494008
internal_weight=31.3496 29.6106 28.913 0.697544 0.54006 28.4296 1.10504 0.693145 1.739 1.08485 0.654143 0.502561 0.145194 27.3245 27.0769 0.878204 0.578533 26.1987 25.6402 25.0852 24.1568 0.928406 23.8586 5.39294 4.78265 4.42323 3.54491 2.73349 2.22137 1.57761
internal_count=2900 2504 2418 86 54 2400 145 87 396 284 112 103 71 2255 2244 112 65 2132 2102 2077 2012 65 1989 228 206 195 174 140 127 71
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=5 10 17 10 7 7 15 5 6 19 9 5 5 6 6 5 6 17 18 5 19 6 4 0 7 3 18 17 18 5
split_gain=0.0288893 0.107147 0.139175 0.157506 0.0956338 0.141471 0.103563 0.109848 0.079452 0.0519075 0.0787456 0.0492246 0.1324 0.134367 0.172517 0.0971824 0.121482 0.188446 0.114184 0.110072 0.0878888 0.0778851 0.273128 0.162131 0.13658 0.121628 0.185273 0.380989 0.154363 0.197032
threshold=29.040033326300005 60.474177186300004 167.56787829315002 56.981870074850008 21.725272673150005 20.778835947700006 30.807603489900004 31.302824910800002 16.495385412050002 14.651182102100002 201.2906445504 25.556820288350004 23.953129400350004 16.435384010100005 16.505385645700006 22.963361893800002 16.395383075500003 192.70224472390001 13.919698996450002 22.852794041600003 14.351157895250003 16.455384477450004 253.68334227400001 86.232294534150014 22.892948161350002 93.58791597905001 13.278511569200001 184.18061320350003 13.316069313700003 22.694406402050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 -2 -9 11 -11 12 15 -14 -15 19 18 20 -17 21 -18 25 23 -23 -25 26 27 -3 -28 -30
right_child=4 9 -4 -5 -6 -7 -8 8 -10 10 -12 -13 13 14 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.10313027882340027 0.051193986481132971 -0.034077275305023323 -0.10337993031790327 0.09108478889101268 0.10061561146023111 -0.10219663845091648 0.097500168636517517 0.039452539842254983 -0.077818481529892458 -0.0059726044750168031 0.048111473085278439 0.030848547604869936 -0.084632051677183073 0.038718816785435102 -0.055966114050599459 -0.072652433469232336 0.03796535872701931 0.074055039219825508 0.020275883602847045 -0.04832896941905418 -0.024615500198928907 0.020041418576030645 -0.071135913576214627 -0.057588732414503199 -0.00091664525150086723 -0.033522061593669369 -0.082173549095116843 0.072144462195987025 0.00038474090530218321 0.081764675376029217
leaf_weight=0.068566336732834965 0.2344936619138015 0.50426063482157601 0.2276935608246049 0.10679696803845218 0.1203495743188796 0.10648758285606164 0.1424279556813417 0.083043546415865421 0.18985016294527668 0.52717594827117753 0.55014449718873948 0.48574380190279853 0.365481356409872 0.36625907590496354 0.40544596945755984 0.23532899488486636 0.41996788839969645 0.68648782046511769 0.30178653213260986 0.49417381555212969 0.48194809316191822 1.7243717949677368 0.67868842953612318 0.69517857244863979 1.095231470884755 0.92395948527689498 0.22172004543245094 1.0220583949703721 17.203794157708902 0.30274616758106176
leaf_count=52 54 29 97 9 9 20 14 5 63 26 21 95 48 39 52 33 24 20 24 20 22 63 46 24 31 51 6 37 1852 14
internal_value=-7.64729e-05 -0.000597731 -0.0518106 0.0151475 0.017818 0.00464254 0.0221507 0.000999419 -0.0421321 9.74649e-05 0.021646 -0.000713821 -0.00125886 -0.0346835 -0.0110277 0.000149355 0.0206728 0.0345748 -0.0204392 -0.00160496 0.00452463 -0.000657567 -0.0130581 -0.00184351 -0.0229212 0.00191949 0.0036202 0.0370512 0.000741947 0.00179207
internal_weight=30.9717 30.095 0.403057 0.175363 0.876652 0.756303 0.649815 0.507387 0.272894 29.692 1.07732 28.6146 28.1289 1.13719 0.771705 26.9917 2.12552 1.5884 0.537116 24.8662 0.901916 24.372 4.19347 3.51478 1.79041 20.1785 19.2546 1.52632 17.7283 17.5065
internal_count=2900 2735 158 61 165 156 136 122 68 2577 47 2530 2435 139 91 2296 123 66 57 2173 46 2153 164 118 55 1989 1938 66 1872 1866
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=9 9 7 9 17 9 9 10 9 17 10 7 0 7 15 15 6 0 17 19 15 16 3 19 19 9 2 16 13 9
split_gain=0.029833 0.164103 0.179997 0.12315 0.465512 0.121457 0.119879 0.167897 0.123142 0.160046 0.178553 0.247299 0.217961 0.2751 0.194048 0.216205 0.168452 0.216495 0.165449 0.165725 0.247313 0.301127 0.212723 0.14544 0.114112 0.314711 0.237911 0.120655 0.126049 0.104466
threshold=202.37225149245003 201.2906445504 24.550696209100003 203.09362050815002 195.89498576185002 200.94207221650004 204.09084027260005 70.133807249000014 204.88165762580005 196.65693750130004 66.697957758300021 24.785467646950003 88.232507383150008 25.113507579400004 35.34809845485001 29.593577021650002 14.415336812050002 97.835679825150024 194.04732099685003 14.351157895250003 29.049007317550004 17.924958083650004 80.344571228450022 14.551174033150001 14.551174033150001 190.77452831370002 156.02689307135003 22.794946695500006 117.72489307420001 210.21807925850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 24 7 -5 -8 18 12 -12 23 -14 15 16 17 -13 19 20 21 22 -10 -11 27 -26 -27 28 -1 -19
right_child=3 2 -4 6 -6 -7 8 -9 9 10 11 14 13 -15 -16 -17 -18 29 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0035972547057259276 0.031043689010843024 0.053526198190961632 -0.015208385767563011 -0.01631073219476788 -0.1001763689719064 -0.056127571511542296 -0.045197683639845235 0.082239661041794809 0.0098838927094431483 -0.053386104258597078 -0.10518201415433406 0.082708729056473695 0.080094644297782139 -0.013226059717050861 -0.10515577840323682 0.064008374813073657 -0.090380554934624532 -0.088675817832053139 -0.073252383285246261 0.039377126512112913 -0.079887499942446136 0.075894942807719815 -0.097513795767274092 0.033134232769574529 0.029413683687851355 -0.095488826244584157 -0.002057866442247138 0.071538997018058229 -0.045748289420337152 -0.00097592705777740983
leaf_weight=16.251864574241118 0.52556903466984184 1.1837919723475341 0.56180173615780393 0.30833048749991387 0.55673773988382891 0.38624562501536175 0.66989948362606799 0.39349496095883296 0.4570137576224631 0.40977317607030306 0.23934604407986659 0.2696213169256223 1.0747987523209301 0.44737494166474778 0.15407811002773986 0.54974534934444808 0.2214176989509723 0.17796734449075302 0.47390972523135122 0.55131594680278784 0.53553473869578727 0.37511210616503377 0.30920738384975266 0.36946482624625787 0.69728373586076386 0.64790701726451494 0.47042617043598511 0.25346334253845171 0.53468794004675047 0.57357784205760254
leaf_count=1749 31 30 36 16 24 22 44 28 83 29 24 16 45 29 34 42 24 39 44 47 56 22 31 21 32 28 31 15 77 151
internal_value=-6.908e-05 0.00204637 0.0314047 -0.00467309 -0.0364558 -0.000616975 -0.000655024 0.0389439 -0.00419122 -0.00037021 0.0112081 -0.00926078 0.0306483 0.0526672 0.00253447 0.0117921 -0.0113095 0.00583535 -0.0195974 -0.00818563 -0.0238232 0.00248324 -0.0334563 -0.0123637 0.000520125 -0.0233123 -0.0561872 0.00305948 0.00202549 -0.0217434
internal_weight=30.6308 20.9875 1.74559 9.64329 1.08231 19.2419 8.56098 0.701825 7.85916 7.18926 4.48717 2.18575 2.30141 1.52217 1.94641 1.79233 1.24258 1.02117 2.70209 2.22818 1.67687 1.14133 0.766221 0.779238 18.8556 1.81562 1.11833 17.04 16.7866 0.751545
internal_count=2900 2020 66 880 55 1954 825 44 781 737 454 330 124 74 306 272 230 206 283 239 192 136 114 50 1932 91 59 1841 1826 190
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=12 18 5 3 5 7 5 18 15 16 17 17 12 16 15 19 19 16 18 18 17 17 17 15 6 0 17 7 9 9
split_gain=0.0278497 0.0970936 0.107008 0.166255 0.09801 0.146014 0.0915497 0.0777327 0.126651 0.130938 0.0730178 0.0690957 0.0686288 0.0700292 0.141316 0.0709448 0.0851208 0.112673 0.0878094 0.0606165 0.0686331 0.126927 0.167425 0.132267 0.0898046 0.0499965 0.0927199 0.0472435 0.0460207 0.157424
threshold=286.25174907180002 13.788608055100001 20.410615048800004 73.962171626800014 22.334016245700003 24.225158517200004 25.763052016400003 17.454031341500002 12.389956812050002 8.2099808015000022 171.56914438675003 204.13511856875002 273.64044797740007 13.534968349350001 17.382777826050003 10.350835137000002 10.550851274900003 11.934972090850001 15.103091397600002 16.873483924050003 208.12573104970002 212.33270692945004 213.85098605320005 31.975879077800005 13.955326063950002 100.67200315280002 234.67375690460003 19.152455927400002 219.38617924735004 215.80505313260002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 6 3 7 -4 -6 -2 -3 9 -9 -8 -7 13 14 15 -1 -17 27 -19 20 28 23 -23 -22 -24 -21 -27 -18 29 -15
right_child=1 2 4 -5 5 11 10 8 -10 -11 -12 -13 -14 19 -16 16 17 18 -20 25 21 22 24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.077293074853956978 -0.10348162904107042 0.061421783246064232 0.067613329934915686 -0.059999627895466347 0.046234723939278445 -0.067968952789294906 -0.08574632093514821 -0.10096997805379225 -0.087497905061969028 0.081665818515882824 0.039821771472417777 0.0074899226289639256 0.044038387362268575 0.0011681492852830477 -0.10179700337189382 0.059796003735309869 0.063085503346461735 0.072050008502031054 -0.035045732710013412 0.082936005783850617 -0.002449986974784333 0.091330700931316899 0.018498543665589864 -0.10509115928697602 -0.10191627791091251 -0.051150395417034616 0.05459503323781735 -0.10120037060760297 -0.026070033891371237 0.05964390468826869
leaf_weight=0.12206115816185104 0.19827259399244157 0.22240138769848294 0.30767275948346628 0.60517915155469382 0.41120114330124125 0.27370936158990844 0.07412233863487927 0.052572839033928176 0.14070611813076539 0.15495872382598463 0.12341676492201259 0.21799367107450962 0.36377909413749776 23.52345921516509 0.19600066726525256 0.20274157603000731 0.019779306196141988 0.15411310265335487 0.15213597388355993 0.15465860976837476 0.2253637347384928 0.16962759449961595 0.13320247338197078 0.2834585484379204 0.11576100748061435 0.13304023478849558 0.22009166236966848 0.15217670505933256 0.58521304389796469 0.46957273320731374
leaf_count=187 37 34 31 144 31 22 21 70 62 24 31 21 55 1481 124 39 4 14 35 14 33 13 24 19 26 34 20 159 51 40
internal_value=-7.52578e-05 -0.00960756 -0.0019995 -0.0234859 0.01887 0.00226025 -0.0554774 0.0152379 -0.0142573 0.0353997 -0.00729498 -0.0345147 0.000893496 0.00031246 -0.0256695 -0.00708806 0.00549635 -0.0175247 0.0188478 0.00131026 0.000629144 -0.0260755 0.014712 -0.0596301 -0.037491 0.0355218 0.0147561 -0.0823033 0.00163679 0.00231259
internal_weight=30.1584 2.78221 2.3864 1.17582 1.21058 0.902904 0.395812 0.570639 0.348238 0.207532 0.197539 0.491703 27.3762 27.0125 0.999008 0.803008 0.680947 0.478205 0.306249 26.0134 25.5057 0.927413 0.418591 0.508822 0.248963 0.507791 0.353132 0.171956 24.5782 23.993
internal_count=2900 528 439 334 105 74 89 190 156 94 52 43 2372 2317 562 438 251 212 49 1755 1687 115 63 52 50 68 54 163 1572 1521
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=18 18 3 18 5 3 0 3 17 15 17 17 12 5 19 16 10 10 2 4 3 2 12 10 4 5 19 10 14 8
split_gain=0.027493 0.188406 0.187436 0.17492 0.159436 0.178201 0.122615 0.32198 0.2046 0.220914 0.198493 0.195942 0.241909 0.173543 0.147733 0.209837 0.238946 0.237674 0.206354 0.208886 0.141486 0.132092 0.108591 0.262796 0.139979 0.243377 0.35113 0.401277 0.134805 0.131895
threshold=13.954623666350001 14.117867417450002 86.302194445500007 13.919698996450002 19.450053268050002 91.334988065750011 93.972365491700018 84.807411725000023 200.83528241485001 29.593577021650002 188.54236693505001 196.27545234990001 126.98760210945001 19.450053268050002 14.151141757350002 18.714956236300004 74.986474174450009 71.666228383350017 106.46918899020001 230.71750853160003 82.866344954800013 137.64628208855001 247.85609524425004 62.116825104000007 277.00048312305006 22.504913082700003 14.251149826300002 61.928633034850002 273.92331737140006 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=3 2 -2 22 -4 -6 8 14 11 -10 -9 12 -3 -14 15 16 17 18 -8 -20 -18 -21 24 29 28 -26 -27 -28 -1 -24
right_child=1 6 4 -5 5 -7 7 10 9 -11 -12 -13 13 -15 -16 -17 20 -19 19 21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.00071896504178564917 0.028295760400634702 -0.073176472003293636 -0.10963749933618916 0.054456896209369304 0.028297899200744797 -0.076518704478304167 -0.1071676498809733 0.018871390823650164 -0.094163368883618537 0.0060909896444045148 -0.10370045140097169 0.070794130594394142 0.094192124452268655 -0.022976999286574637 -0.10647851859777498 0.046302055034005772 0.00025697228843295044 -0.10263390055773872 0.094851352801928857 0.079308394955949268 0.084684969271628011 -0.10151616784465717 0.020613323949656048 -0.092413763712082778 0.067202422733829772 0.0571269876353711 0.047078662272451485 -0.099502715172573891 -0.063472436993540562 -0.068666712290284787
leaf_weight=11.746465661122329 0.32031554593413503 0.27005210000061131 0.39122628578115815 0.6273134224466056 0.2970186548827769 0.35734128629701445 0.14845234631502335 0.17842838089563873 0.24862810144077263 1.8952235766337251 0.50904279564019816 0.96287007629871368 0.29312886401385185 0.22225634710775921 0.12904487026389677 0.91425902929040592 5.2685702377016241 0.45907950314722257 0.22739011899102479 0.057887958420906216 0.20626161146537914 0.13370901597045304 0.7935661182393694 0.41764296165001713 0.87878255814530293 0.60990907426435093 0.30122777016367763 0.49147696398904372 0.33652697129582598 0.2090620949602453
leaf_count=745 29 24 13 24 20 22 11 19 28 112 98 38 29 18 11 42 1075 82 7 3 26 53 105 55 48 54 17 44 23 25
internal_value=-7.84879e-05 -0.00342299 -0.0386322 0.0026706 -0.0591356 -0.0289417 0.000543621 -0.00637124 0.0151689 -0.00553577 -0.0718878 0.0405579 0.00349129 0.0436637 -0.000401354 0.00144458 -0.00486355 -0.0491377 -0.00585728 0.0300382 0.00343776 -0.0468829 0.000612511 -0.0257652 0.00322059 0.0259388 8.58228e-05 -0.0438018 -0.00106885 0.00199718
internal_weight=29.9022 13.4902 1.3659 16.412 1.04559 0.65436 12.1243 8.23213 3.89216 2.14385 0.687471 1.74831 0.785437 0.515385 7.54465 7.41561 6.50135 1.02652 0.567439 0.418987 5.47483 0.191597 15.7847 1.42027 14.3644 2.2814 1.40261 0.792705 12.083 1.00263
internal_count=2900 1760 84 1140 55 42 1676 1427 249 140 117 109 71 47 1310 1299 1257 156 74 63 1101 56 1116 185 931 163 115 61 768 130
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=17 17 4 17 2 5 2 12 7 19 19 17 17 7 7 0 4 17 9 9 10 15 18 7 16 2 16 9 9 0
split_gain=0.0244213 0.0624449 0.0685454 0.0572623 0.0599171 0.127021 0.0573845 0.0600434 0.129336 0.0702375 0.0632735 0.0547877 0.104698 0.0812988 0.181909 0.0793344 0.0810198 0.0453366 0.0527268 0.145104 0.0823823 0.0784363 0.10644 0.0582 0.0480422 0.0477173 0.0554148 0.111662 0.0827156 0.0774017
threshold=242.64190980425005 220.68978861510001 274.46551068055004 217.44035869100003 357.36576196840008 23.234643166550004 339.55821382900007 322.29449443480007 24.355397875400005 14.351157895250003 12.951044929850001 208.12573104970002 209.52161856205001 24.355397875400005 25.203872206850004 97.835679825150024 288.82295348255008 207.35596244665001 219.38617924735004 215.80505313260002 70.343506983200015 35.194695975650014 14.682853263650001 26.153845577000002 12.024971880400001 296.01432942755008 11.934972090850001 34.331904962550006 209.18175024895001 110.99299391555002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 11 9 10 -9 17 -13 -14 -15 -16 -17 18 19 25 -21 22 -20 -24 -25 26 27 29 -29 -1
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12 12 13 14 15 16 -18 -19 21 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.070320022517987135 0.030512562017563999 -0.10167469708683748 -0.013812043463363214 0.047138421887379003 0.045371437766516719 -0.095237620307410592 0.04649531077135672 0.029359042568984806 -0.072433822625793676 0.067808845170707052 -0.075172091522968401 -0.098532143595409419 0.068164776095556559 -0.10756348589584282 0.051277489266895654 -0.10259865312112548 0.04610645623842291 0.044665273492300393 -0.10580844555200009 0.08450786276494214 0.0024670245037182749 0.020115893159880431 0.057779355452372887 0.023716421422211559 -0.10127577619119395 0.042543341595074301 0.00074920583022279998 -0.10122877729221909 0.050032705063316321 -0.10060636322997007
leaf_weight=0.1177940108610035 0.25836318819346971 0.12077626059180957 0.33527691721246811 0.25773996375573816 0.098824643818260394 0.18361565370219068 0.26579166340843485 0.11873404819220823 0.34878743986928384 0.14140251749631716 0.1130338060838767 0.15596308328167552 0.1169901281100465 0.17651803033368196 0.23532672280271072 0.08920664022116398 0.06217486768582603 0.2396212878084033 0.19950684122522844 0.32723682038340385 0.19553426215588843 0.22499458292622876 0.088572222455695737 0.053562040585120485 0.072204900847282261 0.26815711116614593 24.239262899098208 0.21680988112257182 0.043386291493789031 0.034180643368017627
leaf_count=23 55 35 97 33 43 34 57 22 91 10 21 33 11 16 26 42 27 14 9 26 30 25 11 20 20 38 1690 219 19 103
internal_value=-9.66391e-05 -0.000368019 -0.0370807 0.000215664 -0.000209769 -0.0460391 0.000250141 -0.00019075 -0.0286537 0.0122659 -0.0216211 0.000565925 -0.0246341 -0.00769041 -0.0234466 0.0149496 -0.041523 0.0013665 0.00096869 0.00168116 0.0538218 -0.0274062 -0.0532424 -0.00431401 -0.0480437 0.000587342 0.000130946 -0.0362281 -0.0760068 0.0318769
internal_weight=29.3993 29.141 0.456053 28.6849 28.4272 0.28244 28.1448 27.879 0.721958 0.37317 0.231768 27.157 0.836179 0.680216 0.563226 0.386708 0.151382 26.3208 26.0812 25.4424 0.522771 0.638841 0.413846 0.214339 0.125767 24.9196 24.6514 0.412171 0.260196 0.151975
internal_count=2900 2845 132 2713 2680 77 2603 2546 144 53 43 2402 155 122 111 95 69 2247 2233 2148 56 85 60 51 40 2092 2054 364 238 126
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=9 13 18 13 16 15 7 8 8 17 17 2 6 2 15 17 19 5 16 5 5 7 10 2 2 17 3 16 18 2
split_gain=0.0255121 0.102055 0.139582 0.071008 0.110886 0.0613004 0.0369874 0.0313836 0.101775 0.239809 0.141191 0.167708 0.0835655 0.105267 0.192632 0.0798162 0.0770308 0.26275 0.203676 0.233677 0.14106 0.132604 0.118188 0.245249 0.328515 0.266554 0.192063 0.165721 0.164965 0.155687
threshold=38.136666659400014 96.209162656250015 16.433295803950003 92.138837046750012 12.344971132100001 5.4774945026000008 21.943165609950004 7.943800736700001 8.0437227585500022 196.27545234990001 198.88358152355002 227.83308446245005 13.075305502400001 185.83358638795002 23.900317844600004 166.83257850275001 12.651020723000002 17.239531617500003 15.444963882950001 16.579584939650001 17.671168838450004 25.203872206850004 67.203387886850024 146.11720701395004 91.18717909130001 191.06791329340004 89.227236891450005 20.784951395750003 15.064837217800003 148.65120700310004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 15 9 -9 -11 -12 13 14 -10 -2 18 21 19 -14 -19 -18 26 24 25 -24 29 -28 -25 -22
right_child=7 -3 5 -5 -6 6 -8 8 12 10 11 -13 16 -15 -16 -17 17 20 -20 -21 22 -23 23 28 -26 -27 27 -29 -30 -31
leaf_value=0.051844328548952268 -0.036321012198452789 -0.10168644284602907 0.060901312816571129 0.065545894504032642 -0.10217038821911542 0.040478672660428129 -0.10148059882621457 -0.093282671919859242 -0.10159947944361024 0.064264936471633144 -0.069718681625442758 0.05680487088834274 0.025376632864245647 -0.084639563136748974 0.0707439621126396 0.011195876287743357 -0.10537701435540735 0.03823384323163323 0.060931917026911968 -0.082788062409739432 0.0041222737384457673 -0.0072110596681588673 0.0064745695225935408 -0.10852545203805536 0.031776357983704616 -0.1062032874617494 -0.056735742646865595 0.0015117941878165322 -0.0048862710426816405 0.071355109264304481
leaf_weight=0.1068192349212066 0.38270825088494831 0.12259119143345742 0.032820950911627733 0.25010265614400851 0.083123425123631023 0.020484721062530298 0.17643892003570727 0.39476665885740903 0.10548195417595962 0.25076013943180442 0.32106709116487764 0.15550442223866412 0.61756106189568771 0.25814360705771833 0.16838233346061315 4.6325853253346736 0.35106589959468948 0.99481915938668208 0.74221808385482291 0.29520520188088994 0.67284499376546836 0.22631232665662537 0.41803466528654087 0.43640236974670177 1.1756483879871664 0.42176719047711231 0.50620609406178019 13.927878313520635 0.23698512964915608 0.70561636972706765
leaf_count=27 261 71 31 33 25 11 210 45 38 10 41 15 43 46 15 861 32 32 35 29 31 31 18 60 55 30 36 660 36 32
internal_value=-0.00010194 -0.0178002 -0.00244655 0.0305387 -0.0155562 -0.0656255 -0.0867135 0.000391889 -0.00114772 -0.0305328 0.00352538 -0.0284343 0.00033351 -0.0388228 0.00436392 0.00756995 0.00129222 -0.000417402 0.0220286 -0.0096058 0.00155145 -0.0668993 -0.000420957 -0.0198031 -0.0023462 -0.0501148 0.00287487 -0.000530958 -0.0720517 0.0385379
internal_weight=29.1903 0.792381 0.66979 0.440045 0.189943 0.229745 0.196924 28.398 23.3827 1.1221 0.727332 0.476572 22.2606 0.532008 0.273864 5.01529 21.7286 20.0736 1.65498 0.912766 19.4962 0.577378 18.5014 2.68884 2.01545 0.839802 15.8125 14.4341 0.673387 1.37846
internal_count=2900 408 337 85 52 252 221 2492 1370 111 66 56 1259 99 53 1122 1160 1053 107 72 990 63 958 199 103 48 759 696 96 63
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=14 14 12 7 6 4 4 4 14 6 9 10 2 12 0 18 17 6 13 17 17 18 6 9 0 10 19 9 7 12
split_gain=0.0282135 0.115557 0.112789 0.204776 0.168687 0.19252 0.127199 0.0717111 0.110236 0.129645 0.0669782 0.113526 0.0772436 0.161274 0.132214 0.0926128 0.184315 0.168438 0.247994 0.236116 0.136198 0.197733 0.136803 0.119077 0.106822 0.134017 0.0752585 0.0895922 0.0708036 0.0619484
threshold=202.65261526855002 204.50376127325003 121.97235442175001 22.620341628000002 16.525386113000007 193.80606919430002 194.78797560380002 206.65670169075003 208.95018571190005 14.925348728400001 213.79200485395003 63.910026677050006 86.011634045550025 114.86856072930001 90.259604813550013 15.269763541350001 199.55131508320002 14.835346625500001 107.54907905045002 193.92177542215003 186.34046889365004 12.903279561150002 16.445384243750002 199.21354841250005 86.232294534150014 61.987779113750001 13.351077205700003 206.50942114985003 22.580174331950005 148.24135922650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -3 9 -9 12 -12 15 28 -15 16 17 18 23 20 21 24 -22 -1 25 -19 27 -17 -14 -10
right_child=1 7 3 6 5 -7 -8 8 29 -11 11 -13 13 14 -16 26 -18 19 -20 -21 22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0223258147357909 -0.064232590153871741 0.039509131188064719 -0.10834978499193743 0.070612154029916233 -0.060165864593695211 0.075681420481354011 0.015091223896777653 0.0012489071479444209 0.02719498275146728 -0.10073642562102392 0.018863215843364728 -0.091868450635518309 -0.014637391815706691 -0.020982473766857933 0.055518729524644865 -0.039212176272762592 -0.056568679765779777 -0.019858630975090798 -0.071973349404091863 0.074309705819113572 -0.048510056115715572 0.082676810052169702 0.015255681890492884 0.06017012009778732 -0.049406802632385907 0.07765328634588313 0.096653903087311255 0.075354008177117682 -0.083601691154253199 -0.0022485672338525197
leaf_weight=0.36607568707040783 0.29714405340291961 0.41933901124866935 0.17666055027984873 0.80124921351671197 0.20720153733236657 0.2101042861932001 0.85079795496494626 0.25459750589289143 0.74574194503702784 0.24420513291624957 0.1662384389201178 0.20897799615340773 0.23744199191571602 0.62171034622315346 0.35485804743075278 0.14401051641380025 0.48226612974758598 0.29796279856600516 0.56384105017059483 0.65039914939552534 0.64430257328785934 0.46213390825920442 0.70415861112996936 0.33516762114595622 0.27838441729545593 0.26745604045845539 0.19278707247576676 0.12976506423774481 0.39908683788962662 17.100005089351839
leaf_count=35 36 36 10 26 27 29 43 32 146 16 11 33 59 40 25 27 26 34 38 19 26 25 24 17 9 19 6 16 36 1974
internal_value=-0.000120997 -0.00235932 0.00425351 0.0239139 -0.0264436 0.00823025 0.0420191 -0.0013795 -0.00231417 -0.0486813 -0.00162864 -0.0428091 0.000537931 -0.0187116 0.00681596 0.00616449 0.00222778 0.00843265 -0.0225972 0.020311 0.00707981 0.0300975 -0.015212 0.0171041 0.0013008 0.0262667 0.048793 0.0150903 -0.0578762 -0.00101817
internal_weight=28.8141 19.061 9.75304 2.24601 0.593966 0.417306 1.65205 18.7639 18.3445 0.498803 7.50702 0.375216 7.13181 1.6131 0.976568 5.51871 5.05215 4.56988 1.26508 3.3048 2.6544 1.30594 1.34846 0.701243 0.843803 0.565419 0.466563 0.273776 0.636529 17.8457
internal_count=2900 2240 660 135 66 56 69 2204 2168 48 525 44 481 160 65 321 272 246 90 156 137 87 50 52 62 53 49 43 95 2120
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=18 5 17 12 13 5 9 7 16 0 8 3 17 15 0 7 13 15 6 7 6 15 7 2 18 12 16 6 15 7
split_gain=0.0268651 0.0546756 0.0390731 0.105751 0.0320851 0.119406 0.149407 0.101488 0.0893198 0.0542096 0.0952888 0.138936 0.175495 0.10616 0.0887552 0.0960539 0.0659631 0.0608097 0.0568051 0.0533669 0.0940238 0.0776911 0.0688108 0.225365 0.11616 0.0770858 0.0735051 0.252845 0.126676 0.138732
threshold=11.257534840550003 28.372909273050002 162.59969366065002 254.30002952885002 117.99105042915001 29.750488688650005 196.98862600660001 21.841300704500004 22.744946812400002 85.716110573100011 8.2435668022500028 94.187442142150019 188.54236693505001 20.742056627150003 85.678472159250006 19.617375644250004 117.59047016770002 36.040858416950009 18.155424198600006 20.940097048150005 13.400313096150002 21.850732508700002 22.087764922150004 195.80507463585005 12.848040995400003 76.235166335850025 22.624947093000003 16.545386580300001 36.636904827250007 24.252468908850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 9 10 13 17 -13 -4 15 -15 -17 -12 19 20 21 -11 23 25 -24 -21 -26 28 -28 -30
right_child=2 -3 4 -5 5 -7 -8 -9 -10 18 11 12 -14 14 -16 16 -18 -19 -20 22 -22 -23 24 -25 26 -27 27 -29 29 -31
leaf_value=-0.029145913774297833 -0.10111755667460456 0.086373097815382438 -0.064964953961120148 0.058339852084163729 -0.063684878095436576 0.034818074346570409 -0.10422004106488636 0.061017502160008591 0.043381717892426064 -0.056370094497915718 -0.008333226601806654 -0.049059914799559144 0.091700467464392518 0.034563032025252481 0.099610889511734191 -0.10246002015549074 0.0074691582796436165 -0.079920368041806356 0.052822323800581175 -0.017686031440468566 0.098743714689303763 0.042826528476608984 0.073039020991013365 0.042215675494584326 -0.0022634152485013124 -0.10432481207014471 0.071163721546004421 -0.052432325375491966 0.0029081294689863577 0.056702268429061911
leaf_weight=0.068915352451315637 0.1208534873853776 0.10104710521864035 0.16974361883644462 0.063414008594918414 0.12005538618359324 0.26120697501028189 0.24677447197609581 0.14299656060757115 0.47779398208513058 0.13055835596242715 0.15333851682953514 0.20024712744316275 0.15882455865539669 0.43906253811860552 0.12474225205369294 0.10740072377529941 0.11099929677584441 0.52467381579822359 0.20999202108941872 0.15862781740725296 0.15159532402321929 0.19975668599363416 0.22090609493898483 0.26687744414812187 19.569677775451968 0.2912484562566533 0.47509797406382848 0.50797599393263215 2.0983331068237026 0.62137891130987544
leaf_count=25 122 47 80 28 33 29 40 10 19 31 7 38 12 61 7 52 13 71 11 6 8 25 10 43 1858 49 19 20 95 31
internal_value=-0.00010547 0.0395331 -0.000343326 -0.0462417 -4.27708e-05 -0.0201607 -0.0483287 0.00410406 0.000523989 -0.000237497 -0.0161241 -0.0370941 0.0132012 0.0067214 0.0222778 0.00760518 -0.0465898 -0.0637303 0.00103143 0.000590981 0.0335423 0.00361866 -6.49262e-05 -0.0305873 0.000866272 -0.0737757 0.000181196 0.0131013 0.0235211 0.0151986
internal_weight=28.4941 0.169962 28.3242 0.184267 28.1399 0.771033 0.509826 0.263052 27.3689 26.8911 1.98903 1.03708 0.359072 0.951948 0.782205 0.657463 0.2184 0.678012 24.902 24.692 0.48191 0.330315 24.2101 0.716754 23.4934 0.449876 23.2725 3.70279 3.19481 2.71971
internal_count=2900 72 2828 150 2678 112 83 43 2566 2547 341 128 50 213 133 126 65 78 2206 2195 64 56 2131 98 2033 55 2023 165 145 126
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=14 14 12 9 2 7 7 5 7 7 7 5 17 16 0 19 18 9 5 7 7 7 16 8 14 17 7 18 18 2
split_gain=0.0262389 0.0944869 0.0919885 0.181902 0.143308 0.239791 0.115182 0.105668 0.0629132 0.237095 0.157146 0.158205 0.156486 0.39088 0.172809 0.246413 0.152002 0.104436 0.205518 0.0729053 0.104736 0.144815 0.0713918 0.08839 0.0605828 0.0603959 0.0628766 0.0952671 0.214169 0.134018
threshold=202.65261526855002 204.50376127325003 121.97235442175001 199.68228938305 103.98563613345001 22.892948161350002 22.620341628000002 22.782602051550004 22.726915405250001 22.892948161350002 22.398098708400003 20.410615048800004 194.58701840130001 18.684956306450005 94.30842275800002 12.851036860900001 13.849588037450003 194.29350362915002 17.671168838450004 22.296968840150004 22.124753953150002 21.118786167550002 21.014950857900004 2.4480895352000007 170.52070866230002 166.83257850275001 20.778835947700006 13.197799034350002 13.086509421050001 125.31286365695001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 -4 6 7 -6 10 -10 19 -12 13 14 -11 -16 -14 -18 24 20 21 22 23 -1 -19 -3 -27 28 29 -28
right_child=1 25 3 -5 5 -7 -8 -9 9 12 11 -13 16 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.10102120311923291 -0.059356486728206127 -0.044565706481138688 0.042541616441245864 0.061272214322149771 -0.071305980122795529 -0.10589404681415099 0.059127612504878663 0.03986184809435396 -0.085623918897499318 0.097905912059470357 0.082610488974281082 0.0090650843253506589 0.084443507226302103 -0.087015208952585688 0.015495927566124619 -0.10490010470093702 0.054721807505885706 -0.0029908950492727013 -0.058898321554614254 -0.050944150252411613 0.044845866034467462 -0.058291478579508095 0.039653500205701242 -0.10133041619098399 0.051942026850744061 0.026815474262745432 0.07849903630221354 0.00054797030136921772 -0.0707708304480133 -0.013751754869864231
leaf_weight=0.028903560712935539 0.28533439381158388 0.31815753448018114 0.51683527370914839 0.77110794777399849 0.21757987059027073 0.2533416185688111 0.2671389989554882 0.14085660755654317 0.36840165577814321 0.18691439507529173 0.47295790596035636 0.76653076196089387 0.29656266421079625 0.62318259070161719 0.96989218807334487 0.20612482429714873 0.35344813222764049 0.40674218753701985 0.47422178750275634 0.3426846140755514 0.38424417048736359 0.4498508592298549 0.3956649839237798 0.085276122296818357 0.39644285151734948 0.79889105483039458 0.19207669264870009 15.762003154921784 0.62736481444153458 0.87426970594003706
leaf_count=1 36 210 18 39 8 15 9 46 17 8 21 31 8 27 92 27 15 25 39 19 16 38 20 96 25 131 12 1695 48 108
internal_value=-9.88947e-05 -0.00224835 0.00422485 0.0222915 0.000755857 -0.0238157 0.00942388 -0.0276198 -0.00120628 -0.00892931 0.0100952 0.0371282 -0.00170963 -0.0214084 0.00858949 -0.00560633 0.018589 0.00661369 -0.00669743 -0.0097711 0.000727414 -0.0169368 0.0195517 -0.0501069 0.0241234 -0.001371 -0.000618161 -0.00187371 -0.0244103 0.00286501
internal_weight=28.233 18.8581 9.37491 2.16686 1.39575 0.878917 0.625575 0.358436 7.20805 4.28193 2.92611 1.23949 3.91353 1.98611 1.36293 1.17602 1.92742 1.63085 1.27741 1.68662 1.34394 0.959696 0.509845 0.11418 0.803185 18.5728 18.2546 17.4557 1.69371 1.06635
internal_count=2900 2240 660 135 96 78 63 54 525 283 242 52 266 154 127 119 112 104 89 190 171 155 117 97 50 2204 1994 1863 168 120
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=13 8 6 5 13 5 16 13 9 19 10 18 18 9 6 15 5 10 10 6 6 19 2 2 17 12 3 18 6 9
split_gain=0.0260154 0.0906973 0.139096 0.0697527 0.113281 0.0969998 0.119136 0.0930246 0.0850166 0.0949018 0.0634723 0.0983984 0.0963766 0.0959066 0.0900335 0.125554 0.100317 0.0682724 0.0622343 0.0717454 0.167284 0.140023 0.105554 0.175733 0.0905494 0.0593999 0.0552793 0.0899736 0.0949467 0.166243
threshold=98.238948544700023 7.1444245619500011 13.200308423050002 13.361597395450001 100.65856086215001 11.848158554650002 17.614958808600004 99.19872809730002 194.29350362915002 12.350996516100002 82.011415269350024 16.203680688850003 15.287416123250003 57.214511140150002 3.6650856341500009 6.9561856507500011 11.492436627450003 71.273713496300005 78.220689305400015 13.665319288000001 13.775321858200002 12.851036860900001 187.03662689815005 172.77856529855003 207.79550897605 147.29495425805001 81.796338618900009 15.556223714900002 14.185331438000002 201.44620319810005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 7 6 -2 -5 -7 -10 12 -12 13 17 15 -13 -16 -1 19 21 -21 -6 23 25 -24 -23 -22 28 29 -28
right_child=3 2 -4 4 18 8 -8 -9 9 -11 11 14 -14 -15 16 -17 -18 -19 -20 20 26 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.04364096762931919 -0.10136659068676633 -0.10150648530942195 0.031062478363346947 -0.0088875406196715113 -0.083821589299829247 0.084566339528224066 0.027327455749627673 -0.10333180900396129 0.063754881963051846 -0.036722318665983023 0.064028022475121432 0.048582643885512831 -0.075321756942056589 -0.078811443490159838 0.040179923586168217 -0.1011197539260089 -0.074569668167930259 0.048068002128720151 0.044383091671040785 0.058724764464417649 -0.045430462857987797 0.015353849892229121 -0.10281472799425002 0.086361752617367948 -0.0024092235907061613 -0.071089827031117395 0.0094360522726464977 0.04605887475760128 0.00094182996442669956 -0.084865060061690589
leaf_weight=0.11114934441139057 0.11395562908183154 0.23507331566293022 0.11932058304955717 0.23008510298314178 0.29309163876315014 0.32514425634872168 0.19506473590990936 0.19075438036907144 0.19273612112738192 0.18350049873697571 0.28904679177139747 0.082710415107840163 0.24457653799618129 0.11829832772218651 0.42549302672830436 0.17363603943067574 0.092801366205094382 0.30100694351131096 0.32085801172070105 0.49649544141721236 0.26425224526610946 0.16475614067530842 0.15995481630125141 0.24459583859425038 0.20484774110809667 0.15359951433492824 0.3942388795549111 0.42658087504241748 20.777492411104532 0.35553092701593414
leaf_count=31 77 198 17 31 71 19 25 41 13 33 44 69 72 70 124 218 24 61 23 33 30 23 30 11 28 19 25 50 1367 23
internal_value=-9.63231e-05 -0.0105506 -0.056872 0.000796227 -0.000258206 0.0265488 -0.0201303 -0.0516964 0.047115 0.0147495 -0.00162265 0.0142368 -0.0233888 0.000555892 -0.00434218 -0.0528181 0.0196338 0.0233361 0.000634232 4.7772e-05 0.00131704 -0.0235678 -0.0045327 0.0226201 -0.046434 -0.0263533 3.4184e-05 0.000581429 -0.000319745 -0.0352803
internal_weight=27.8806 2.19311 0.354394 25.6875 24.6771 1.0104 0.30902 0.420839 0.701381 0.376237 1.83872 1.06369 0.775031 0.530455 0.774641 0.256346 0.518294 0.412156 24.2563 23.9354 22.7146 1.22085 0.927754 0.562951 0.364803 0.318356 22.2181 21.9538 21.5273 0.74977
internal_count=2900 928 215 1972 1805 167 102 72 65 46 713 479 234 162 435 287 148 92 1733 1710 1528 182 111 53 58 42 1495 1465 1415 48
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=0 6 6 7 19 15 12 18 5 3 0 2 12 10 16 9 13 9 4 19 7 0 15 19 18 10 19 10 16 9
split_gain=0.024905 0.11426 0.108128 0.101029 0.091197 0.115549 0.086324 0.0721584 0.0949165 0.0887555 0.115745 0.0714202 0.0808232 0.126243 0.0922212 0.150502 0.0781175 0.063862 0.0811353 0.154463 0.0735834 0.0784304 0.110995 0.0645445 0.104469 0.064091 0.0638465 0.0611889 0.0589132 0.0642053
threshold=98.615332683000005 12.315287744750002 12.085282370700002 25.852307279700003 12.250988447150002 15.105253432850002 119.83795109915002 15.312071772700003 18.895511665650005 81.796338618900009 96.249489528150022 135.10547220710001 172.75554276225003 77.172190634500012 17.654958715000003 210.70699256735003 100.55371099505001 210.21807925850001 310.49012963040008 10.550851274900003 24.101221167900004 100.67200315280002 15.559431200450001 11.750948102400001 17.248993197150003 90.988176966900014 11.050891619700002 76.919475570250015 14.034967180100002 187.38923140910003
decision_type=2 2 2 2 2 2 2 2 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 -3 5 -5 28 -1 9 27 -11 -8 -13 -14 15 16 17 18 19 -15 -20 -22 23 24 -23 -26 -27 -9 29 -2
right_child=1 3 -4 4 -6 -7 11 8 -10 10 -12 12 13 14 -16 -17 -18 -19 20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00049870456594322348 -0.10297150775226985 -0.10231872342960885 0.078259280040436738 0.022723528963632889 0.049010897579594405 -0.10228580240555026 -0.079929933853089219 -0.037857262059317276 -0.032126249439587022 -0.0097060953196728243 0.070341860765109621 0.048916029075237455 -0.10107928046251032 0.055233760405572832 0.07959694163979246 -0.10250986186140794 -0.10240922727678879 0.095686591445588845 0.050370280238123268 -0.10165813841035805 0.087290678978915931 -0.10103803839326995 -0.083248947780609983 0.073499603724128587 0.067399612191563305 -0.10046567013643798 0.075063209877472767 0.031203044252383447 0.086763238897145892 0.070843690827949626
leaf_weight=22.536844637372361 0.042405150879858744 0.21264487745065697 0.1693717255257069 0.12867632461711764 0.13790942858395283 0.17382205804460682 0.13871651527165374 0.24952565286366624 0.28454104086176801 0.24465635225897131 0.6902845118456753 0.23902408762205629 0.14920861259815854 0.094695839266478177 0.11935464874841262 0.16335660792447004 0.072633124233106972 0.071990316035225876 0.33574249096636755 0.18602065880622831 0.079043967532925308 0.096394670341396704 0.18560598660951655 0.11463487247237936 0.1341429029853316 0.061000842145858769 0.031383610767079517 0.26407365151681006 0.16357354406500235 0.042602474500654353
leaf_count=1695 13 63 17 13 24 27 99 29 38 36 49 79 63 52 14 105 11 3 31 81 9 34 84 17 21 129 5 12 15 32
internal_value=-0.000101379 -0.00819203 0.000914287 -0.0457146 -0.0183841 -0.0491095 -0.00428099 0.00101337 0.0206762 0.0310484 0.0493948 -0.0103999 -0.00588071 -0.0127917 -0.00524686 -0.0114723 -0.00130912 0.00397127 -0.00103577 -0.0487328 0.011864 -0.00654674 -0.0184494 0.00903776 -0.0138457 0.0232574 -0.0408373 -0.00234902 0.0516683 -0.0158622
internal_weight=27.6139 3.34396 2.6909 0.653053 0.440408 0.302498 2.52153 24.2699 1.73308 1.44854 0.934941 2.27295 2.13423 1.89521 1.746 1.62665 1.46329 1.39066 1.31867 0.280716 1.03795 0.702207 0.623163 0.437557 0.322922 0.226527 0.0923845 0.513599 0.248581 0.0850076
internal_count=2900 1041 914 127 64 40 897 1859 164 126 85 837 738 659 596 582 477 466 463 133 330 299 290 206 189 155 134 41 60 45
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=9 9 12 2 0 3 7 5 15 16 12 16 16 17 8 18 7 3 5 17 12 19 9 2 7 5 9 16 17 18
split_gain=0.0253475 0.116579 0.142381 0.165553 0.108098 0.20524 0.180536 0.153182 0.243295 0.212647 0.135247 0.146339 0.235825 0.1423 0.119544 0.179028 0.111557 0.101879 0.0974416 0.167181 0.140103 0.0952882 0.255025 0.206817 0.0908654 0.170348 0.0836547 0.0992783 0.0990807 0.262017
threshold=202.37225149245003 201.2906445504 140.30582292865003 197.03438354685002 86.692020874450009 93.356708579850007 23.669449516850005 21.893521430150003 34.279674133750014 22.634947069650003 124.89425631215002 17.844958270700005 15.689963310050002 205.63493178080003 8.1436447804000007 14.424014050250003 25.520256579150004 81.871615446550024 30.133297129900004 192.00356210945003 222.49441569665001 14.551174033150001 190.77452831370002 156.02689307135003 24.005763052250003 21.269675393700002 200.94207221650004 22.794946695500006 187.98346801990002 13.086509421050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -3 -4 5 -2 -6 8 10 24 14 12 17 -13 -8 -16 -15 -12 19 -7 -21 26 -23 -24 -10 -26 27 28 -1 -30
right_child=4 2 3 -5 6 18 7 -9 9 -11 11 13 -14 16 15 -17 -18 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0086427157265581474 -0.10392944320050586 0.077304041092053244 -0.03244787045586349 0.044561072225829029 0.056765733757984493 -0.079040234390911027 0.049000555704618219 0.035143393721565816 -0.10403977451170537 0.02569198429659212 -0.0045099101357843167 0.057903800229039785 -0.092609494928756822 -0.043314967062619301 0.0063771942411319296 -0.088990979086842725 0.042827727581992173 0.068800792222737925 0.053184078543555502 0.058899193363322624 -0.042459058578398115 0.02604397604694262 -0.09361561857996728 -0.0038937201331476455 -0.071681122282994267 0.040977144005884265 -0.046804795710267043 0.067730271641933223 0.094077387488387995 0.0050116721009153178
leaf_weight=5.5044445354635405 0.29678755067288687 0.42738264262402381 0.51239185129816156 0.61329862161073834 0.52494913429836731 0.34247103078541818 0.15725207986270096 0.85549389935977149 0.39991824165917911 0.32841025141533453 1.0385228604160377 0.95889438435551688 0.27934389250185621 0.32941716397181153 0.35562850628048182 0.44085056447511306 0.27653728787845466 0.23188919719541434 0.19878869317471981 0.28313241072464734 0.26309487305115908 0.65236951913811836 0.57762383820954688 0.46272705076989951 0.56427480248567008 0.17610718925425317 0.3437161133970229 0.23389342143491454 0.34232820476063253 9.4001004221686326
leaf_count=943 27 21 24 21 23 65 38 57 9 15 206 55 87 30 28 56 30 18 12 17 26 32 28 32 63 18 21 15 25 858
internal_value=-0.000101593 0.00190621 0.0281646 0.00950814 -0.00471378 -0.0302224 0.0003908 -0.00423865 -0.0103233 -0.0452107 0.00227136 0.0123608 -0.00942044 0.033932 -0.0306778 -0.046409 -0.00400233 0.00887154 -0.0101069 -0.0242641 0.0100792 -0.000421856 -0.0229725 -0.0537091 -0.0656309 -0.0448842 0.00199035 0.00307374 0.00208188 0.00814125
internal_weight=27.372 19.0703 1.55307 1.12569 8.30176 1.38427 6.91749 6.39254 5.53705 1.46871 4.06834 3.1146 1.54976 1.56485 0.953731 0.796479 0.605954 1.27041 1.08749 0.888698 0.546227 17.5172 1.69272 1.04035 1.1403 0.740382 15.8245 15.4808 15.2469 9.74243
internal_count=2900 2020 66 45 880 147 733 710 653 105 548 426 311 115 122 84 60 224 120 108 43 1954 92 60 90 81 1862 1841 1826 883
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=18 18 16 10 18 4 19 0 18 17 15 15 3 16 13 18 13 16 13 9 8 8 13 6 12 5 7 5 5 5
split_gain=0.0257463 0.160496 0.155839 0.168631 0.140441 0.101348 0.356233 0.104431 0.260588 0.258399 0.257541 0.183599 0.139783 0.144004 0.158478 0.227375 0.153342 0.13654 0.331551 0.163367 0.102357 0.189841 0.101477 0.112875 0.0883816 0.196443 0.127001 0.0885191 0.340857 0.0892478
threshold=13.954623666350001 14.025183600500002 22.644947046300004 62.014663695050011 13.919698996450002 161.23541642690003 12.651020723000002 94.047642319350018 14.752187928300001 200.83528241485001 30.416602988400005 30.276503438400002 84.807411725000023 18.714956236300004 104.27722550570002 14.777583298400002 104.02719889955002 18.054957779650003 108.61908538635001 54.761416764300009 8.4434108459500017 8.543332867800002 103.58091484995002 14.055328400500002 266.39085111275006 24.038949512150001 23.539316666200005 19.221712148250003 17.886193876600004 13.264960807550002
decision_type=2 2 2 2 2 2 2 2 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 -5 9 17 10 -7 -11 13 14 16 -16 22 18 19 -9 -13 -22 23 -10 27 -26 -27 28 29 -1
right_child=1 2 -4 5 -6 7 -8 8 12 11 -12 20 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.016650280594285655 -0.059877103403000891 -0.10627149054636187 0.079413186117893483 0.052094685184026768 0.051925258451848581 0.082192544199526679 -0.097635387349211622 0.026937565871243199 -0.0016025777640380737 -0.089170664848744197 0.0049809457288578331 0.029011502867866613 -0.088653838533733514 0.045366390822607808 0.064483267031813271 -0.10153024787336484 0.056623266061750957 -0.089008758237969221 0.10151436650886043 -0.10460656474582314 -0.077705892371071505 0.017470511254605265 -0.059770361923938767 0.086833530108174128 -0.1037363959130609 -0.059974754968889959 0.046922663341458642 0.00022927219353805915 0.089993414119148296 -0.063726323353564346
leaf_weight=0.27431913783948292 0.48600447120043 0.1555905864806818 0.23488680459559041 0.26065733613540842 0.55652389622991982 0.84274854859995529 0.40701266238465905 0.13662013226348768 3.2754787126428946 0.25919361684191233 0.88634350505890325 0.73439871972368542 0.16342473612280617 0.76672230154508714 0.11090023070573796 0.32216073273229995 0.49789575647446316 0.50436982623796212 0.16672715544700623 0.30558169358846499 0.35648386858520098 0.508524184464477 0.28538061515428115 0.15097565372707311 0.25605160819441231 0.18216778120108756 0.28504657592566218 12.838566448486118 0.50221962735395209 0.27829339809250087
leaf_count=31 36 11 19 14 24 84 35 39 981 34 37 47 55 38 2 91 29 66 4 46 17 33 30 12 37 66 25 904 36 17
internal_value=-0.000105417 -0.00360496 -0.00119158 -0.00289769 0.0026203 -0.00142771 -0.039181 0.00102576 -0.00635944 0.0147893 0.0426134 -0.0110961 0.00246424 0.00521697 -0.0014134 -0.0590167 0.00451234 -0.0505289 -0.0186564 -0.0639654 0.00155638 -0.0217532 -0.00247769 0.00229407 0.000743033 -0.0333379 0.00524315 0.00251723 0.0303644 -0.023827
internal_weight=26.9913 11.8181 11.3321 11.0972 15.1732 10.9416 0.66767 10.2739 6.68624 3.58769 1.72909 1.8586 5.57294 5.40951 4.64279 0.433061 4.20973 1.1133 0.608929 0.442202 1.59941 0.865008 3.71183 3.42645 14.6167 0.723266 0.467214 13.8934 1.05483 0.552613
internal_count=2900 1760 1724 1705 1140 1694 49 1645 1393 252 121 131 1238 1183 1145 93 1052 155 89 85 97 50 1023 993 1116 128 91 988 84 48
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=18 5 13 16 5 8 16 0 12 18 9 13 13 12 18 19 4 9 0 15 8 14 18 9 12 9 15 19 9 0
split_gain=0.0245382 0.0500643 0.0369094 0.103458 0.0755726 0.218823 0.0755198 0.048667 0.0733111 0.0666412 0.0547128 0.130443 0.149658 0.105242 0.0881653 0.0542178 0.0472656 0.0559526 0.0784774 0.0502601 0.0750017 0.0466631 0.126019 0.216064 0.107469 0.150848 0.146835 0.109058 0.121981 0.272601
threshold=11.257534840550003 28.372909273050002 117.99105042915001 22.794946695500006 30.133297129900004 8.6432548896500023 22.744946812400002 85.716110573100011 90.17221166855002 13.434779691800001 199.68228938305 117.62273166525001 117.59047016770002 115.61167718145002 11.639306137250001 14.651182102100002 330.30235111835003 70.238863950400017 85.678472159250006 23.584170344250001 4.9461400813500012 202.65261526855002 13.197799034350002 188.53841931785004 121.97235442175001 199.82130058355003 37.128521979500007 14.551174033150001 182.75300319265003 85.872041144650012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 7 8 -2 10 11 12 13 -10 -15 21 17 -16 19 20 -19 24 23 -23 27 26 -26 28 -9 -30
right_child=2 -3 3 4 -6 -7 -8 15 9 -11 -12 -13 -14 14 16 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.029389085341756278 -0.10237656164795472 0.084876342240110966 -0.10382589528440084 0.047200644015047581 0.045020787119350231 -0.10333395148185641 0.040983211727504 -0.055162804571662498 -0.10158292820339342 -0.072946087579292468 0.050578886279950802 -0.054050642329605651 0.096279766614672552 -0.10200379904188531 0.052556827345454998 0.028365146560760987 -0.04553013362326009 -0.10102285549239989 0.0752804986766972 -0.10174440820013282 0.1005366015271201 0.015517960795326552 -0.00055269173275013673 -0.071602513148725178 -0.030606842746915826 0.068557170568739487 0.044683166977469574 -0.052461538043262673 0.09148649773805867 0.0010285005268408176
leaf_weight=0.064076802153865908 0.092935913770371026 0.095480401826534944 0.1290078858655751 0.18656269088387489 0.19982236158102751 0.20017649294823059 0.44784126339800323 0.32994181306367565 0.10503555631825612 0.16018898498805345 0.15794839911177394 0.48449242069500531 0.1645839658776822 0.069639258129200243 0.349270360702576 0.69319780496880312 0.10549271781428615 0.033410217657547037 0.073082798673567595 0.086138098504648042 0.041260804980993271 0.49338900628572335 14.189566826903045 0.67292689810437878 0.53490139945097304 0.60890938265947614 0.5022546099498868 0.37025390390772361 0.35945705324411381 4.55125745949681
leaf_count=25 22 47 48 10 13 43 19 43 42 43 28 38 13 33 25 31 38 42 8 51 3 42 1755 50 26 28 16 14 11 293
internal_value=-0.000109689 0.0389883 -0.000346054 -0.0227474 -0.00491507 -0.0307162 0.00027822 -0.000444321 -0.0157324 -0.0113335 -0.0054248 -0.0112736 0.00888881 -0.00777128 0.00522309 0.000817425 0.0160663 0.0272089 -0.0106431 -0.0496927 0.0103524 -2.7051e-05 -0.00314989 -0.0347478 0.00658093 0.0290485 0.0058532 -1.03668e-05 0.00369532 0.00764989
internal_weight=26.5525 0.159557 26.3929 0.715569 0.586562 0.386739 25.6774 25.2295 1.92348 1.83054 1.67035 1.51241 1.02791 0.86333 0.758294 23.3061 0.688655 0.583162 0.233892 0.160809 0.074671 22.6129 15.3559 1.16632 7.25698 1.64607 1.03716 5.61091 5.24066 4.91071
internal_count=2900 72 2828 114 66 53 2714 2695 386 364 321 293 255 242 200 2309 167 129 104 96 45 2278 1847 92 431 70 42 361 347 304
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=13 16 16 4 18 10 19 3 6 15 7 7 10 2 19 18 6 7 9 9 17 19 9 2 9 17 6 3 15 13
split_gain=0.0234747 0.106782 0.094897 0.131123 0.0589568 0.0527721 0.0652688 0.0596157 0.0516559 0.0755638 0.0540875 0.0495228 0.118694 0.0401264 0.0816642 0.0465888 0.0491047 0.0319873 0.0345704 0.0906835 0.107131 0.0834482 0.214513 0.186803 0.0810217 0.330087 0.103604 0.233673 0.170075 0.149965
threshold=95.99139754765001 14.274966618900002 14.184966829400002 280.33545882855009 17.327266398450003 78.285212300550015 9.4507625164000029 85.014423001050019 3.6650856341500009 6.9561856507500011 24.373474566200006 26.752366550650006 80.468240302450013 223.36808516470003 11.950964240300001 18.456955252050005 4.3151008216500015 26.452067539250002 202.37225149245003 201.2906445504 198.88358152355002 14.551174033150001 190.77452831370002 156.02689307135003 203.09362050815002 195.89498576185002 14.955349429350003 92.243686913800005 34.279674133750014 112.54423425685002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 -7 -5 9 -8 -11 17 -13 14 -10 -15 -17 18 19 21 -21 -2 -23 -24 25 -20 28 29 -26 -28
right_child=4 -3 -4 5 -6 6 8 -9 13 10 -12 12 -14 15 -16 16 -18 -19 24 20 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.10137191996893975 0.002825607699672742 -0.089572559940556656 0.085768044714255087 -0.10101277740881963 0.040756207091991306 -0.10070429367012473 0.061864558979237406 0.019128622213362624 -0.068631484235543536 0.046287248839678212 -0.10072722089344069 -0.084461428172552311 0.041299315186771698 0.075475950938028849 0.069675520978630542 0.073352274774504123 -0.043396258917904544 0.034645041225039551 0.027900263040436014 0.0050630098572987045 0.060870002971154163 0.023952780362896262 -0.09087533008705001 -0.0032976428751983391 -0.0026971638571857879 -0.095904058633820885 -0.019543770761551969 -0.020804505388875124 -0.063098324504522824 0.047478224941278319
leaf_weight=0.14182490572989337 13.980514864970631 0.15994234078971192 0.11029735006013641 0.0967852764042616 0.36052592442138021 0.048841230984635331 0.068266235175542533 0.072048525337777392 0.095662049845486763 0.032631490139465313 0.10735860547356424 0.20663438639530696 0.11785027224686928 0.26614002941641957 0.077099174501199741 0.061978513811482117 0.08603767488966696 0.27193991953390551 0.42713804604136285 0.89824178632261353 0.55746859085047618 0.63839068226752604 0.52875295581179671 0.45154582166242108 2.0318804346024995 0.43434571957914159 0.42921302687318563 1.423816234147125 0.60497684612960245 1.5026707274373619
leaf_count=218 1212 66 11 42 52 139 15 29 66 4 102 44 14 30 18 5 39 35 25 37 22 32 28 32 217 22 49 150 76 69
internal_value=-0.00010371 -0.0125863 -0.00285223 -0.0113175 0.000611593 0.00129248 0.0115015 -0.0497434 0.0183934 -0.0243942 -0.0664584 2.09811e-05 -0.0387861 0.0335758 -0.0069084 0.0504634 0.00548961 0.000541735 0.000153845 0.00256442 0.0264345 0.000336879 -0.0211581 -0.0505352 -0.00584439 -0.0345198 -0.00172204 0.00993352 -0.0165551 0.0325877
internal_weight=26.2908 1.42491 1.26497 1.15467 24.8659 1.01285 0.844015 0.168834 0.795174 0.208256 0.13999 24.5054 0.324485 0.586917 0.172761 0.414156 0.148016 24.1809 23.909 17.0549 1.45571 15.5992 1.61869 0.980299 6.85404 0.861484 5.99256 3.3557 2.63686 1.93188
internal_count=2900 784 718 707 2116 489 418 71 279 121 106 2064 58 158 84 74 44 2006 1971 1363 59 1304 92 60 608 47 561 268 293 118
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=18 18 7 5 5 10 0 0 17 13 9 0 14 15 9 3 10 16 10 2 2 3 2 0 0 18 6 14 4 16
split_gain=0.024658 0.139726 0.121896 0.119289 0.236279 0.106538 0.0897513 0.299357 0.168239 0.171434 0.150242 0.14921 0.140809 0.140993 0.140063 0.12427 0.158955 0.150633 0.135595 0.174588 0.421309 0.10535 0.0975632 0.0857114 0.16336 0.0879908 0.0846258 0.0791036 0.0755566 0.0954879
threshold=13.954623666350001 14.117867417450002 23.903127120600004 19.221712148250003 18.152162791050003 68.214248143850014 94.047642319350018 94.964406541850011 200.83528241485001 112.82921081865001 194.81758439455004 90.259604813550013 170.52070866230002 34.761639995350009 196.57165974130001 84.584269700150017 70.73871032835001 18.764956119400004 74.986474174450009 137.64628208855001 106.46918899020001 82.866344954800013 292.80063980640006 97.013011637200023 97.152811460000024 14.804191144800003 14.875347560100002 216.12004062900004 390.96858665540009 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=3 2 -2 4 5 -1 8 27 12 10 -10 -11 -3 14 22 16 -9 18 19 20 -18 23 -14 -20 -25 -26 -7 -8 -5 -30
right_child=1 6 -4 28 -6 26 7 15 9 11 -12 -13 13 -15 -16 -17 17 -19 21 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.050777288574326007 -0.072592650995866606 -0.04282454398724312 -0.0074912790606061364 0.00090054833683393491 0.09095480434124481 -0.011058339184190481 -0.10450608694132607 -0.10407276363541695 0.01965861240478518 -0.012300024607979469 -0.094906623394645478 0.056750873622338299 -0.052881245904468521 0.006430627864951733 0.09732694835895507 0.070747827284912593 -0.10338054903419305 0.060595445506543215 -0.067737111964364466 -0.10226986138469718 0.086793208223836404 0.083337910034011711 0.086228976183142375 0.10195398746500411 -0.084946605734588856 0.00085214217960800367 0.065013920205175574 -0.030838489589740906 -0.092830180486844591 0.027316638035661308
leaf_weight=0.27210712799206038 0.51769945163869013 0.18833843605170697 0.64713502123777289 13.150878628538234 0.44153921725501277 0.30912519068624533 0.35131019898108196 0.15105981693341153 0.17319884392054508 0.89786337991245069 0.33757290559151443 0.48036244633840397 0.1251955180414368 0.48332336428575218 0.6398022020875942 0.23894699582888268 0.22488981788046647 0.38106142607284699 0.18322501785587508 0.30390922010701615 0.24168692472449038 0.15409880474817317 0.084406061432673596 0.15780273173004378 0.12325733138277417 3.9521938066816347 0.27751657203771174 0.24912620137729391 0.18849495484209988 0.1019140246698953
leaf_count=30 48 13 36 970 33 35 49 25 21 52 40 30 45 21 27 10 28 27 13 89 16 18 9 5 29 1030 8 79 57 7
internal_value=-0.000108979 -0.0036264 -0.036425 0.00258427 0.0315063 0.000939934 0.00014781 -0.00656355 0.0133588 -0.0065727 -0.0560584 0.0117668 0.0381116 0.0495494 0.0740846 5.53731e-05 -0.00282071 -0.000147728 -0.00448149 -0.0432885 -0.00487047 0.00206042 0.00313811 -0.000775499 0.00212275 -0.00174274 0.0249284 -0.0739408 -0.000213601 -0.0506667
internal_weight=26.029 11.2875 1.16483 14.7416 1.30029 0.858749 10.1226 6.71257 3.41006 1.889 0.510772 1.37823 1.52107 1.33273 0.849404 6.11213 5.87318 5.72213 5.34106 0.770486 0.466577 4.57058 0.209602 4.41648 4.23325 4.07545 0.586642 0.600436 13.4413 0.290409
internal_count=2900 1760 84 1140 106 73 1676 1418 258 143 61 82 115 102 81 1290 1280 1255 1228 133 44 1095 54 1077 1064 1059 43 128 1034 64
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=8 5 17 10 17 7 9 15 2 6 3 6 7 17 7 6 2 0 5 19 16 9 5 15 6 0 18 3 18 16
split_gain=0.0245208 0.102798 0.0830062 0.0732011 0.0380651 0.105249 0.0345968 0.129123 0.120201 0.0273941 0.0969769 0.0719788 0.0650384 0.119545 0.069553 0.113597 0.0488262 0.0471174 0.103685 0.0995016 0.129596 0.104564 0.091346 0.0707039 0.107657 0.056128 0.0532776 0.144689 0.181514 0.0826517
threshold=1.6487133604500002 8.494960530800002 201.37020668845003 90.988176966900014 195.44378352670003 26.113553071150005 48.745053608200003 22.863620006050002 223.36808516470003 10.715250360100002 76.446306939300015 11.175261108200003 24.390191290350007 237.45530840880002 28.047804144750003 8.5201990730500015 341.79242736145005 98.615332683000005 16.222050829800004 11.750948102400001 14.479966139550003 192.53043113735001 13.809011005350003 23.304416445750004 13.135306904350001 97.671683879200017 15.312071772700003 82.753429713350016 15.409823741150001 18.804956025800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 -2 10 12 -11 -8 16 -15 -16 -14 18 -13 20 22 -21 -19 -23 -25 26 -20 -28 -29 -30
right_child=6 -3 -4 -5 -6 -7 9 -9 -10 11 -12 17 13 14 15 -17 -18 19 25 21 -22 23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.1004388684774251 -0.10179340880136588 -0.10179979445281589 -0.10064776940107177 -0.10054159493334923 0.065183080651799577 0.034080780762675109 0.080428556722107525 0.066427975806857484 0.042652763009617227 0.047719946056968908 -0.053671904843258511 0.037429880484560286 -0.10079325848381611 0.098667404516861887 -0.10068476582532226 0.087883711578522317 0.049444434016032213 0.018426630392768564 -0.00074269615887693357 0.07322306426509001 0.10104249699369849 -0.090771150747639959 -0.075204169210950994 -0.10151931808272251 0.03749847413020025 -0.047092172550404009 0.091085825522874933 0.07537413090416803 -0.10238067993690146 0.0015634762406580849
leaf_weight=0.07401139124795264 0.118839214852417 0.1222835591306648 0.074464229882323707 0.052444698468207207 0.15301776510023046 0.27161507712116872 0.10939702513860794 0.31924213573074667 0.11181413737358525 0.31884629627166106 0.40329626638413174 0.75200416921871394 0.12770369116651636 0.10484113229904324 0.06729398646075424 0.060820233426056802 0.026043450850011141 0.29960060980738379 20.201710942130553 0.064777381194289774 0.12407485861331224 0.3288653045965475 0.15975708537007449 0.093419310476747341 0.13798769216009532 0.25387952481469156 0.23629280524619289 0.18000946540269069 0.15528101473864808 0.1507782896514982
leaf_count=86 45 47 118 134 38 42 10 44 12 40 95 53 163 5 55 8 15 40 1523 8 5 79 64 30 30 33 14 9 41 14
internal_value=-0.000101321 -0.0179432 -0.00155083 0.0118393 0.023659 0.00527516 0.000434393 0.0252389 -0.03177 -0.000125612 -0.0172527 0.00053107 0.0123538 -0.00690437 0.038265 -0.0111648 -0.0753443 -0.000119189 0.000940125 -0.0193422 0.0103578 -0.0470648 -0.0141366 -0.0609722 -0.0186232 -0.000355583 0.000211489 0.0268964 -0.00430799 -0.0511732
internal_weight=25.6544 0.747837 0.625553 0.551089 0.498644 0.345626 24.9066 0.549895 0.230653 24.3567 0.899396 23.4573 0.4961 0.386702 0.232955 0.128114 0.153747 23.1384 21.93 1.20848 0.583433 0.62505 0.459358 0.560272 0.231407 21.178 20.9241 0.722362 0.486069 0.306059
internal_count=2900 465 418 300 166 128 2435 101 57 2334 351 1983 256 246 68 63 178 1943 1687 256 109 147 104 139 60 1634 1601 78 64 55
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=7 3 16 9 4 15 0 10 13 3 10 9 18 10 5 15 13 10 16 17 18 18 5 12 17 0 6 5 13 16
split_gain=0.0233059 0.0676387 0.0781741 0.0570215 0.0858714 0.0547736 0.0521403 0.0918535 0.0787899 0.0678701 0.110385 0.152589 0.0673149 0.0917024 0.059845 0.199991 0.0681121 0.170108 0.0961778 0.264506 0.22304 0.16816 0.164109 0.242607 0.14939 0.14727 0.169379 0.142543 0.082533 0.0761025
threshold=20.778835947700006 94.92945658615001 22.724946859200003 224.73355223045004 229.01066513960004 42.914654887700003 85.716110573100011 61.86411003975001 117.69263157665002 94.319176590550015 61.960894532450006 187.38923140910003 12.777826849750001 61.917879202350001 24.375372008600007 46.074827201850006 117.63886241405002 61.982402197500001 22.604947139800004 190.58288855405002 13.075178189100003 13.326324856250002 22.334016245700003 172.01106897260004 197.32790877840003 86.780739992750014 16.325381439950004 22.120912517600004 117.34850893595002 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -3 9 -8 12 10 -2 -12 -9 -14 15 16 17 -15 22 20 -20 -21 27 -24 -23 -25 -27 29 -26 -19
right_child=1 3 -4 -5 -6 -7 7 8 -10 -11 11 -13 13 14 -16 -17 -18 18 19 21 -22 24 23 25 28 26 -28 -29 -30 -31
leaf_value=0.012526452865350909 -0.074955651401868315 -0.066280366216145983 0.034054311358296417 0.03508241899398775 -0.10455323550843931 0.040555871204064869 -0.06864978038400231 0.049059877893806988 0.04694348682155583 0.024965390561744686 0.04170992369435253 -0.072569987122680077 -0.062629417926280392 -0.071291334499526016 0.033175613175141817 -0.10519605638670737 0.029450055488888266 0.0012156594325571019 0.024075703797463731 0.087620484413576366 -0.06546125124952111 -0.021856250124644365 0.05603068340004206 -0.085480451052029019 0.021587601382989388 -0.064924963511769226 0.042279900002358151 0.055270489187458971 0.081276172184612222 -0.021134343997057305
leaf_weight=1.3822611862659666 0.38694728636893205 0.089424445460365543 0.65220181933545873 0.085272622760385275 0.18306603379960507 0.10356437228620052 0.19304747103160735 0.27437751460821047 0.36128905916120757 0.24006201272095495 0.29557359900263691 0.19321387465868156 0.23712423350662248 0.33976556442213635 0.52713379881424671 0.18238798446691262 0.75541273783892293 12.106360121571695 0.52914919223985568 0.50518688559532199 0.58666885284765158 0.5293752498400861 0.2463677441701283 0.65015176626184235 0.61768772185314447 0.32722861090837796 0.26814526878297329 0.45526590675581324 0.37067412072792649 1.7428271370299633
leaf_count=396 41 43 32 8 46 6 12 11 17 18 26 57 8 20 61 16 24 1759 22 16 23 19 9 23 35 34 11 16 16 75
internal_value=-0.000100402 -0.000826579 -8.44699e-05 -0.038748 -0.0554895 -0.0089484 -0.00105585 2.30342e-05 0.000636432 -0.0221401 -0.0350529 -0.00346403 -0.000150825 -0.0007945 -8.75226e-05 -0.000955005 -5.82575e-06 -0.00116025 9.81618e-05 0.0160865 -0.0230006 0.0376465 -0.00307874 -0.0346401 0.0210123 -0.0525749 -0.0166419 0.000212974 0.0439731 -0.00159694
internal_weight=25.4172 24.035 23.5736 0.461327 0.376055 0.192989 22.9214 21.8056 21.6126 1.1158 0.875735 0.488787 21.2513 20.9769 20.7398 20.2127 20.0303 19.2749 18.9351 3.13874 1.11582 2.02292 15.7963 1.49189 1.51774 1.24553 0.595374 14.3045 0.988362 13.8492
internal_count=2900 2504 2401 103 95 49 2369 2227 2215 142 124 83 2198 2187 2179 2118 2102 2078 2058 131 45 86 1927 77 70 68 45 1850 51 1834
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=17 18 8 5 10 8 2 15 5 19 3 3 18 19 7 0 15 3 17 17 6 18 19 7 7 15 6 6 5 19
split_gain=0.0359373 0.0507859 0.0336013 0.0907398 0.184066 0.0510084 0.0991701 0.0432577 0.0650776 0.041337 0.0471544 0.161019 0.120264 0.169938 0.161502 0.101619 0.0665125 0.183348 0.172655 0.244084 0.152196 0.126765 0.0815392 0.331255 0.251059 0.149513 0.266052 0.308524 0.20598 0.200704
threshold=157.96759137085004 11.257534840550003 8.8430989333000021 30.133297129900004 62.55235532115001 8.7431769115000026 100.60547560250002 32.188927121800006 19.915533535850003 14.651182102100002 93.58791597905001 93.716961969300016 13.278511569200001 14.351157895250003 22.689595575850003 89.528344202050008 41.657300687350009 93.168516510700016 195.44378352670003 203.93111730270002 16.180378051950004 13.316069313700003 14.351157895250003 23.824098587650003 23.220446641850003 39.283112803100003 16.435384010100005 16.325381439950004 21.125470787600005 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 -2 5 4 -4 9 -7 8 -6 10 12 -12 13 14 15 -3 17 21 -18 20 -20 -14 25 24 -24 26 27 28 29 -23
right_child=1 2 3 -5 7 6 -8 -9 -10 -11 11 -13 16 -15 -16 -17 18 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.070584562647049487 0.062898459208589483 0.00039199231043649446 -0.087998772858500621 0.046739164110014941 0.015012488056999635 -0.022528483194455329 0.051071564184288779 0.017732122675228751 -0.071979267497524049 0.023621155950787065 -0.0751158095318189 -0.0043547190142066905 -0.083434947192332756 0.054051070182677921 -0.031181727734585142 0.085094057562736414 0.04776151540924542 -0.070074143172595207 -0.090524353083390033 0.060283144527678328 0.0011177881828414648 -0.0013830595860984723 -0.039825453488335862 -0.072520034211967038 0.042397856821771607 0.051404259512644171 -0.10536133454832891 0.094978879787720405 -0.067348189194986197 0.06669264240288407
leaf_weight=0.07212896405121938 0.12813206668727417 0.30844588939727946 0.34013861994389916 0.20139286993071426 0.17286159902141662 0.28115758474450459 0.52477573850774206 0.50408193333714735 0.17112900297843225 0.70559556726948258 0.3586213624084843 3.1132681797875534 0.19041296310752009 0.97754128795349959 0.75668415715335868 0.26191049701810698 0.89041046249440015 0.41225933056557629 0.35947078730634963 0.32219221038394608 0.36547115031862631 9.3457836735096755 0.63458820618688994 0.75888797455991142 0.89522388577461243 0.58531632553740642 0.23659965138904304 0.34422892984002906 0.45098293236696996 0.45412863977253515
leaf_count=96 50 28 61 14 15 15 34 31 32 33 39 449 8 30 34 20 34 20 26 28 21 1560 16 46 27 31 14 12 53 23
internal_value=-0.000100054 0.000102886 -0.000219946 -0.0153303 -0.0258506 0.000672272 0.0253955 -0.000924703 -0.0282643 -0.000204411 -0.000967778 -0.0116638 0.00103408 0.022412 -0.000894309 0.0392876 -0.00199851 -0.00435306 0.0153895 -0.0121375 -0.044324 -0.00240331 -0.00127754 -0.0185047 0.00829044 0.00217588 -0.000484281 0.00185773 -0.00126932 0.00177157
internal_weight=25.1238 25.0517 24.9236 1.3896 1.18821 23.534 0.805933 0.848073 0.343991 22.728 22.0224 3.47189 18.5505 2.30458 1.32704 0.570356 16.246 14.3084 1.93754 1.04713 0.724942 13.8962 13.7057 2.2887 1.52981 11.417 10.8317 10.5951 10.2509 9.79991
internal_count=2900 2804 2754 153 139 2601 49 78 47 2552 2519 488 2031 112 82 48 1919 1810 109 75 47 1790 1782 89 43 1693 1662 1648 1636 1583
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=15 13 7 15 16 18 6 16 6 19 15 2 7 18 13 0 0 19 13 18 7 10 9 8 13 16 7 15 16 16
split_gain=0.022127 0.119224 0.12432 0.0463011 0.0397196 0.140396 0.307203 0.131064 0.180639 0.136654 0.111758 0.159875 0.0834902 0.179226 0.113452 0.0789081 0.186337 0.0644715 0.0830846 0.202701 0.217832 0.237399 0.309038 0.20127 0.169474 0.160561 0.144286 0.0633575 0.0518497 0.206091
threshold=46.574831689400007 117.61735474900001 23.539316666200005 46.422062705750008 22.624947093000003 13.5308213324 16.395383075500003 22.634947069650003 16.435384010100005 14.351157895250003 43.758818131150008 217.08409765600001 22.477322886550002 13.326324856250002 117.75715457175001 89.057864029250013 86.530713386650021 14.651182102100002 117.38883580790001 13.765997214800002 23.699538637550003 62.116825104000007 198.78883073475004 8.543332867800002 117.30011668960002 22.584947186600004 22.660992635700001 41.018034898650008 22.534947303500005 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 6 -6 -8 -9 -10 17 -12 14 -14 -11 16 -7 18 24 20 21 22 23 25 28 26 -20 -16 29 -1
right_child=1 2 -4 -5 5 15 7 8 9 12 11 -13 13 -15 27 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00035700344704453317 -0.083324318435632039 -0.066774629704858549 0.050808247404883572 0.048701706349858737 -0.075383167260246117 0.0039502613010729756 0.062843978263852338 0.068715247092604084 -0.049730681554262864 -0.049203840267187458 -0.091293200450437026 0.018160062608221544 0.064496685072176915 -0.023279550363306735 0.044416625370778499 0.002768298540883337 0.1008704681186911 0.040444721619483294 -0.039685605726518275 -0.086013175006864701 0.061223889385185581 -0.08290165880764061 -0.075620873906634647 0.09401440376403139 0.072183886703420935 -0.030731025592550427 0.059934716483180994 -0.021227759009684155 0.034107335607112557 -0.1090808766227909
leaf_weight=13.484814862368395 0.19495659934886944 0.13451352086804036 0.27123263338580728 0.19664210075279598 0.4917715555056924 0.37013848419883266 0.40145596372894976 0.35704933619126711 0.58441374549875069 0.4940148626919838 0.32590659899869834 0.22598955912962992 0.54164989312266687 0.40772347540405462 0.33471871407527942 0.43052390241064131 0.42744885198771954 0.37127829156815906 0.19708442320916286 0.36466844858659886 0.40479752980172623 0.46004010428441677 0.4791922072181477 0.2718029674142598 0.33332225543563332 0.79179313452914357 0.55427417673490709 0.2622060242574662 0.43304020509822372 0.17430174164474088
leaf_count=2169 76 38 18 11 19 20 18 13 39 18 28 19 31 23 33 27 25 19 71 25 7 18 23 8 14 34 16 14 19 7
internal_value=-9.57518e-05 -0.0190541 0.011827 0.000375385 -2.0979e-05 0.00780636 -0.0015314 0.00920337 0.00198138 -0.00709662 -0.00213751 -0.0464745 0.0051152 0.0267998 -0.0137555 0.0372694 0.0558924 -0.000801875 -0.00165506 -0.015421 -0.00727199 -0.0173392 -0.0041921 0.0146668 0.0017075 0.000690947 0.0338039 0.0155816 4.0518e-05 -0.00103952
internal_weight=24.7728 0.600703 0.405746 24.1721 23.9754 5.10311 3.875 3.38323 2.98178 2.62473 18.8723 0.551896 2.04031 0.949373 1.09094 1.22811 0.797587 18.3204 17.9491 3.52365 3.15898 2.75419 2.29415 1.81495 14.4255 1.54315 0.751359 0.596925 14.0922 13.6591
internal_count=2900 132 56 2768 2757 280 208 189 171 158 2477 47 119 54 65 72 45 2430 2411 202 177 170 152 129 2209 121 87 47 2195 2176
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=15 13 10 10 15 6 6 18 5 9 8 16 9 9 15 6 10 8 2 12 18 15 9 15 13 5 19 6 6 9
split_gain=0.0221284 0.0647854 0.0707129 0.0572801 0.0530557 0.0657246 0.118651 0.145358 0.0416747 0.0362089 0.119536 0.0971423 0.116645 0.107457 0.108143 0.113678 0.172727 0.12719 0.0966147 0.0788238 0.0726442 0.0690994 0.087776 0.155423 0.0632905 0.0622584 0.10943 0.0660868 0.150142 0.106856
threshold=11.896459116400001 83.635243980150008 90.235408690400007 89.264875305300009 12.389956812050002 5.0951190466500007 2.7550643716500001 16.118666550000004 10.293758831600002 187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 185.04294426330003 39.940798674500009 16.180378051950004 61.982402197500001 7.8438787148500007 94.025623727450025 134.55367207730004 11.639306137250001 23.214301336750001 66.290220196950017 23.811316291350003 98.362617618700014 13.361597395450001 12.350996516100002 13.665319288000001 13.775321858200002 201.78065190905002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 10 11 12 13 14 15 17 18 19 -17 -7 -20 -22 -23 -24 -11 26 -26 29 -29 -27
right_child=4 -3 -4 -5 5 9 8 -9 -10 24 -12 -13 -14 -15 -16 16 -18 -19 20 -21 21 22 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.019655141924026245 0.054633640016042075 -0.10224657722323605 -0.10036111222397365 0.096973798630301089 0.084077048977246507 -0.045593012275512455 -0.10073828801395122 -0.10167541155027041 0.046406642628884581 -0.050909631735964612 0.07798265263458197 -0.041005525979485952 0.058420093528050276 -0.043955875694255887 0.071564235645151006 0.091083781561353605 -0.082297216361036041 0.10098490828774183 -0.10153301014503038 0.018142181426680462 -0.060001148498953563 0.092676687959826504 0.091002161163993886 -0.1016692941805158 0.088300776647737583 -0.10149253186263321 -0.015753325692360657 0.059836525753618808 -0.0015200294463833157 -0.012611486913390604
leaf_weight=0.094129587024783912 0.17808436033147046 0.082971035938271598 0.052356291396677079 0.076200006413273513 0.12199311872245999 0.22154108176826914 0.2103192370132092 0.06434953638472507 0.02118680812054663 0.2547577546738492 0.23471670672006428 0.41995659954591236 0.43529569497513865 0.41950144803558931 0.26100949657757144 0.11256535708707804 0.33159464606387701 0.16905419155955304 0.075969191114154455 1.5633571722282793 0.11796579552114395 0.12873448524624109 0.074828542048635427 0.095050155074204667 0.2093418743461396 0.15763098729076108 0.19541234793723561 0.40859991591424005 16.669187721063622 0.95324504532982246
leaf_count=39 36 64 195 5 11 64 236 65 7 170 18 23 29 23 24 19 36 7 103 284 42 9 9 53 16 39 38 31 1058 147
internal_value=-8.58498e-05 -0.0268234 0.00127865 0.0325209 0.000253185 -0.000151556 -0.0394639 0.0199313 -0.087272 0.000547172 0.00843898 0.00475134 0.00954756 0.00359041 0.00991903 0.00435283 -0.0242886 0.0180833 0.00749938 0.0102314 -0.0116027 0.00479736 0.0303957 -0.0168009 -0.00140447 -0.000726171 0.0380642 -0.00158938 -5.20241e-05 -0.0252235
internal_weight=24.4109 0.305657 0.222686 0.17033 24.1052 23.9272 0.417849 0.186343 0.231506 23.5093 4.66114 4.42642 4.00647 3.57117 3.15167 2.89066 0.936708 1.95395 0.605114 1.7849 0.492548 0.416579 0.298613 0.169879 18.8482 18.5934 0.404754 18.1887 17.0778 1.11088
internal_count=2900 303 239 44 2597 2561 319 76 243 2242 743 725 702 673 650 626 271 355 235 348 216 113 71 62 1499 1329 54 1275 1089 186
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=8 5 17 10 9 5 17 15 16 19 18 0 3 6 6 8 5 6 16 19 18 16 15 19 12 0 18 18 3 10
split_gain=0.0221923 0.0932339 0.0695438 0.0589179 0.0341249 0.0564227 0.0588255 0.0434398 0.0357478 0.104288 0.0821353 0.0752922 0.0603633 0.0573506 0.112365 0.0818232 0.129208 0.0726469 0.0611454 0.119254 0.0502364 0.0499911 0.0548677 0.0649926 0.049522 0.0432346 0.133303 0.167362 0.171263 0.170168
threshold=1.6487133604500002 8.494960530800002 201.37020668845003 90.988176966900014 52.394053035900008 9.180927113800001 181.27812760255003 21.466448620650002 12.644970430600003 11.650940033400003 17.248993197150003 95.762878606550018 77.769028339500025 13.665319288000001 13.775321858200002 8.543332867800002 15.299679811400003 7.3951727870500008 17.164959860850004 14.151141757350002 18.257352782400002 9.6249774926000011 11.896459116400001 12.451004585100002 247.01970978410003 94.047642319350018 14.371157440600003 14.504139642200002 85.898925725950008 67.171126389250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -2 -7 10 12 11 24 -10 15 -15 16 17 -11 -18 -20 -19 22 23 -12 -6 26 -16 -28 -29 -30
right_child=4 -3 -4 -5 8 7 -8 -9 9 13 21 -13 -14 14 25 -17 18 20 19 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.021957190911793777 0.092590985946198953 -0.10167330538693316 -0.10054536104245725 -0.10044415601009278 -0.10033951314718662 -0.0041473480967760858 -0.06796313778989703 0.05668817359593481 0.0014681175191115347 -0.076327495808365758 -0.10158159038525023 -0.10147999069090541 0.071493924628870609 0.052470765043601091 -0.0012024865736382697 0.060753521260148657 -0.10156296668389908 -0.0044931183417328997 0.035908226135784212 -0.099918900730715354 0.065916251939342849 -0.10022635698994083 0.078171461009601442 0.10084944255211457 0.039405851760250486 -0.011348028116400209 0.068060295622325961 0.057396459204550936 0.017003366363583246 -0.087385700115346965
leaf_weight=0.45014630247351561 0.02884033208511283 0.11114553156403417 0.062700761249288917 0.043089997089055032 0.035406830542941914 0.1727811650307558 0.10932750897154619 0.36602217308245599 0.19975464005256327 0.12990458611602917 0.046300235711555615 0.17876068414716428 0.32078356739657465 0.41365963593125599 14.894207988562931 0.1246781572481267 0.24506810655657307 0.98382743238471426 0.12957556267065229 0.12898461968870834 0.1129705405292043 0.030051653870032169 0.12471894789541693 0.02412392757833004 0.089354292376810918 2.95119179557389 0.65388998998969228 0.36723990451719124 0.35914210975170135 0.2762973854514712
leaf_count=166 7 47 118 134 62 35 64 29 16 47 69 116 36 33 1064 14 82 163 25 15 14 80 27 1 22 294 31 28 25 36
internal_value=-7.6333e-05 -0.0180622 -0.0013463 0.011264 0.000434291 0.0225603 -0.03445 0.0371797 -0.000222094 0.000387461 -0.0259215 -0.0598713 0.0446218 -0.000670186 0.000896238 -0.0174875 -0.0231252 -0.00561599 -0.0657727 -0.0318501 0.00275907 0.0198367 0.0383262 -0.0322385 -0.000253461 -0.000197718 0.00179051 0.0287005 0.00303233 -0.0283864
internal_weight=24.1639 0.667083 0.555937 0.493236 23.4969 0.676971 0.138168 0.538803 22.8199 22.2912 0.528717 0.303522 0.520538 21.7706 19.9156 1.85501 1.73033 1.2267 0.503628 0.25856 1.0968 0.225195 0.195143 0.0704242 0.124761 19.502 16.5508 1.65657 1.00268 0.635439
internal_count=2900 465 418 300 2435 135 71 64 2300 1923 377 200 52 1871 1511 360 346 224 122 40 177 177 97 70 84 1478 1184 120 89 61
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=18 18 16 10 18 4 19 7 17 9 12 17 9 7 6 0 6 17 15 17 12 9 9 2 9 8 7 13 6 2
split_gain=0.0225166 0.120777 0.136756 0.13454 0.0951825 0.0794381 0.299596 0.0734152 0.167675 0.332745 0.189336 0.180292 0.142269 0.149184 0.146827 0.200269 0.204622 0.140821 0.127139 0.116245 0.105574 0.0980725 0.127203 0.143962 0.102512 0.102476 0.0904968 0.0859401 0.0770514 0.0834103
threshold=13.954623666350001 14.025183600500002 22.644947046300004 62.014663695050011 13.919698996450002 161.23541642690003 12.651020723000002 23.124786352450005 191.06791329340004 195.29234479735001 172.01106897260004 190.58288855405002 199.21354841250005 23.539316666200005 16.305380972600002 86.692020874450009 16.495385412050002 190.02287710315002 36.040858416950009 188.54236693505001 105.35624869990001 195.51131808980003 186.67271206880002 87.122651665300012 198.78883073475004 8.3434888241000014 22.580174331950005 117.48293184245001 16.665389384150004 121.41360778140002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 6 -5 8 11 10 -10 17 13 18 -14 16 -16 19 -9 21 -11 22 25 -24 -23 28 -25 -21 -1 -30
right_child=1 2 -4 5 -6 -7 -8 12 9 20 -12 -13 14 -15 15 -17 -18 -19 -20 27 -22 24 23 26 -26 -27 -28 -29 29 -31
leaf_value=0.0024549811802477917 -0.055873403843911464 -0.10476329379886909 0.080796278739431168 0.049179997864018915 0.045375362034636879 0.00066137268527075477 -0.09580326001527685 -0.035254573946142016 0.036088288335529503 -0.03568234648350161 -0.048826902336903302 0.065928464437190457 -0.04154793651408472 0.066948856417462274 0.017124378376652327 0.05285489688453604 -0.071482795449351599 -0.072793215362968372 0.027927218527067046 0.0056170151591181626 -0.10752252712952454 0.069130648981260381 0.0057134158326810876 -0.10366916413123568 5.4022757841024844e-05 0.07980923824830688 -0.035594989716342604 0.065363562960866636 0.032553853362503986 -0.10339414655716378
leaf_weight=1.9165698815857291 0.42394041387342341 0.12832084047840631 0.19851704034954387 0.23930976187329989 0.50076818687375713 8.9565653274909192 0.35242636784096248 0.42537704711594537 0.72067761910147943 0.3489263355731963 0.41308962767107005 0.42684036659193214 0.79340273170964826 0.69956653182089201 0.69700852708047001 0.68046814703848202 0.41627697439616895 0.26383056213307998 1.2674630821275057 0.51651996672171652 0.49441089942365579 0.32742622332807503 0.48620794824091695 0.32773393545107865 0.62479075102510251 0.15720638280617993 0.48321568960227523 0.45093523434388771 0.065424800307169906 0.14549595775804391
leaf_count=289 36 11 19 14 24 1645 35 21 34 11 46 16 32 28 35 22 40 16 55 28 35 20 26 21 71 9 35 37 57 132
internal_value=-7.82696e-05 -0.00360824 -0.0013645 -0.00305003 0.00258521 -0.0016831 -0.0371692 0.000955565 -0.00487824 -0.0302324 0.00514932 0.00321709 0.0105263 0.0281037 -0.0057279 0.0101158 -0.0160074 -0.00142577 0.0120509 0.00199672 -0.077799 -0.00471785 -0.0123009 -0.0373109 0.0238065 0.00189875 -0.0631062 0.0334652 -0.00385828 -0.0612249
internal_weight=23.9487 10.2991 9.87514 9.67662 13.6496 9.5483 0.591736 13.1489 8.1693 1.9771 1.13377 6.1922 4.97956 2.39241 2.58716 1.79375 1.11329 5.76536 1.69284 5.50153 0.843337 4.53407 3.58185 1.29716 0.952217 2.2847 0.81095 0.967455 2.12749 0.210921
internal_count=2900 1760 1724 1705 1140 1694 49 1116 883 126 80 757 233 104 129 97 75 741 76 725 46 660 569 82 91 487 56 65 478 189
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=15 16 5 5 4 8 9 16 15 9 15 5 6 2 10 5 4 7 10 15 6 10 13 15 0 6 8 16 17 2
split_gain=0.0222899 0.0519067 0.0236096 0.151029 0.0803177 0.0814264 0.0876222 0.0508083 0.137504 0.10745 0.0452709 0.0429335 0.154809 0.150234 0.097644 0.0815906 0.147378 0.147519 0.108572 0.0747801 0.0559683 0.145502 0.145377 0.178291 0.0871324 0.148797 0.270417 0.190588 0.123868 0.0896671
threshold=50.243466369800011 22.674946976100003 25.556820288350004 24.779543538450003 122.51844363470001 5.9453602998000008 71.82068887245002 22.724946859200003 42.914654887700003 191.62448690950001 20.742056627150003 23.606333875400001 16.405383309150004 198.68761053240004 62.009286778800011 22.963361893800002 285.80603333175003 23.124786352450005 61.917879202350001 42.133814420300006 16.455384477450004 62.057679025150001 115.02030419500001 34.098324821200009 86.530713386650021 15.785368822600002 8.3434888241000014 21.534949641950003 201.96296776225003 137.64628208855001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -4 6 10 11 9 -9 -6 15 -13 -14 -15 18 17 -17 -1 20 21 -20 -22 -24 29 -26 -27 28 -28 -23
right_child=1 -3 4 -5 5 -7 -8 8 -10 -11 -12 12 13 14 -16 16 -18 -19 19 -21 22 24 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.045309423148476281 -0.10231615211422558 0.013740188455942376 -0.10489391757478778 -0.085036651096670635 -0.043278102450805059 0.05007715382330008 -0.10050777652318016 0.042798163515321425 0.075232887414308072 -0.055847420136748864 0.027048674589274985 -0.078755789379994917 -0.069657352951101911 -0.010892660144940284 0.074218417384438504 0.014250824396100384 -0.02701338324442434 0.10128709341108617 0.03937450188828974 -0.045771647791389522 -0.07244876976536227 -0.00079107932796161271 0.047173295765380506 -0.015733341023679234 -0.0020136677269263366 0.092436453632669446 0.077101921769318543 -0.022777501746657332 -0.002601618920299106 -0.067677253521551684
leaf_weight=0.54233528423949451 0.069265011899232287 0.086871038962271996 0.053954809904097512 0.20961224134646173 0.11953844186791662 0.49428700335010944 0.082494793846308312 0.20425846846774121 0.32259214296936989 0.24035699298838153 0.39069789811946976 0.31715562675367326 0.19819653292660178 0.26649894236106775 0.27275332378485473 0.47638932897120756 0.36159631863529285 0.32937939412659034 1.0535280518233836 0.34897241746375485 0.34358006435650112 0.44354818634323478 0.55752783321077037 2.3479386949948093 10.886914713798431 0.4846496809041122 0.46556897531263508 0.93294275493826717 0.33549844063236378 0.36566341409252345
leaf_count=35 41 14 3 63 22 56 170 12 13 31 71 46 47 27 13 38 30 10 39 37 23 34 30 112 1761 23 23 29 25 22
internal_value=-8.63594e-05 -0.0377447 0.000164396 -0.000553233 0.0141949 0.020106 -0.00488738 0.000248146 0.0255317 -0.0105292 0.0105725 -0.000661237 -0.020333 0.004793 0.0321564 0.000361937 0.0260269 0.0498292 -0.00120596 8.23352e-05 0.000960716 0.00354309 -0.0109363 -0.00366223 0.000830197 0.00279652 0.0264 0.00794304 0.0437209 -0.0310153
internal_weight=23.6046 0.156136 23.4484 22.3075 1.14097 1.08702 0.592731 22.0978 0.767208 0.444615 0.510236 21.3306 1.0546 0.737449 0.539252 20.276 1.16737 0.805769 19.1087 18.5663 18.2174 14.9683 3.24905 2.90547 13.9148 13.1056 2.21866 1.73401 0.801067 0.809212
internal_count=2900 55 2845 2523 322 319 263 2460 56 43 93 2404 133 87 40 2271 78 48 2193 2158 2121 1956 165 142 1917 1861 100 77 48 56
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=8 14 12 17 6 8 6 19 9 7 9 9 19 9 8 16 5 16 9 18 7 9 2 18 0 0 0 16 10 13
split_gain=0.0218052 0.0626207 0.0969839 0.102693 0.0987352 0.0435702 0.0801215 0.0420586 0.100776 0.140683 0.130158 0.27057 0.127552 0.126545 0.158205 0.0961873 0.175188 0.225365 0.158567 0.127314 0.342522 0.168353 0.191314 0.12248 0.21538 0.197027 0.178615 0.249314 0.222198 0.204144
threshold=8.8430989333000021 168.39662374755002 113.21840097485001 186.67336014325002 16.375382608200002 8.7431769115000026 16.475384944750001 14.451165964200003 188.14427954665004 22.786890330450003 196.57165974130001 201.2906445504 14.551174033150001 202.37225149245003 8.543332867800002 22.554947256700004 21.679100857650003 22.614947116400003 193.60452210450003 13.5538556217 23.031046061850002 195.39349636155001 95.052090232450013 14.322090334300002 93.972365491700018 94.964406541850011 93.262612545250008 20.394952307700002 69.873026810350026 107.72382882895
decision_type=2 2 2 2 2 2 2 2 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 15 -9 -10 12 -12 -11 -13 -15 19 17 -17 -19 20 21 22 -1 26 -25 -26 27 -21 -28 -30
right_child=1 2 3 4 -6 6 -8 8 9 10 11 13 -14 14 -16 16 -18 18 -20 23 -22 -23 -24 24 25 -27 28 -29 29 -31
leaf_value=0.072021354599192219 0.015058704507879992 -0.1033690267317619 0.043167467349044419 0.018053486444420216 -0.07386503691276837 -0.0030789427010473767 0.063140495048804618 0.041972060293779784 -0.044003887248385186 0.071343492683195259 -0.062805538562559243 0.072042388408951372 0.00092455160579384208 -0.053009673800964635 0.042205210070294666 -0.089645335117034042 -0.00085904804115978181 -0.050318692583425063 0.03344915835760108 -0.089658517846019303 0.086864438651807929 -0.10725258368995901 -0.0087146016423354962 0.040677260316070468 -0.058754048999754664 0.0023416806515850681 0.066864116325998535 -0.012217868168936843 0.018906230071130382 -0.082969363384189768
leaf_weight=0.37837982809197912 0.52274403840874473 0.14509503523322564 0.21992605487139372 0.18850495538936229 0.3074703975180455 0.44134655513334919 0.31180236697400687 0.75661284023317366 0.56274850224508588 0.55562604224542178 0.56088696040114872 0.35249898582696892 0.47894278251169453 0.32177993273944594 0.38127806747797877 0.60785443912027293 3.0205622540494232 0.48091268545249477 0.42627233057282865 0.63964287120484042 0.6206627216633932 0.13352060690522183 1.3084502297837444 1.3372153967166012 0.58724718052155811 5.2179810973557323 0.44080540978757177 1.1875825453898867 0.50112566431926098 0.32378485618392006
leaf_count=52 41 15 36 14 52 30 19 49 34 26 34 10 32 24 27 29 197 25 21 56 21 4 369 132 125 1246 30 42 72 36
internal_value=-6.78847e-05 -0.0122429 -0.0288187 -0.0137093 -0.0389296 0.000700141 0.0243358 -0.000140236 0.00913746 0.00140724 0.011047 -0.00667977 0.0387438 0.0231436 -0.00137333 -0.00228036 -0.0147779 -0.0425281 -0.0109575 0.00219123 0.0227127 0.000839605 0.00939561 -0.00270288 0.00449565 -0.00383866 -0.0193262 -0.0393269 0.00954735 -0.0210809
internal_weight=23.3193 1.38374 0.860996 0.715901 0.495975 21.9355 0.753149 21.1824 3.97037 3.21376 2.65101 1.61644 1.03457 1.05556 0.703058 17.212 4.5356 1.51504 0.907185 12.6764 2.44101 1.82035 1.68683 10.2354 7.14244 5.80523 3.09294 1.82723 1.26572 0.824911
internal_count=2900 158 117 102 66 2742 49 2693 236 187 153 95 58 61 51 2457 272 75 46 2185 446 425 421 1739 1503 1371 236 98 138 108
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=16 19 5 6 0 10 8 7 7 0 14 5 5 17 7 5 15 8 9 5 5 15 17 18 6 6 5 10 10 4
split_gain=0.0216825 0.101818 0.113616 0.0957162 0.175998 0.181322 0.0965821 0.0713924 0.119952 0.090605 0.107795 0.078541 0.123964 0.104992 0.160597 0.0667339 0.16261 0.0653554 0.0801018 0.0638154 0.128888 0.0889929 0.137 0.136899 0.0574822 0.163975 0.364832 0.172344 0.221081 0.0984874
threshold=22.624947093000003 14.251149826300002 20.361635946650004 15.185354803400001 86.280686780500005 62.046925192600007 8.4434108459500017 22.580174331950005 22.535351262400003 85.939252597950016 185.55247316590001 20.766972852450003 19.585698137700003 189.37128582595003 21.118786167550002 24.301614351200005 44.920183738100008 5.9453602998000008 71.82068887245002 24.779543538450003 30.133297129900004 43.376643616500012 190.14686213645004 12.933745112000002 16.545386580300001 16.455384477450004 22.204885925350002 62.030794443850006 62.079186690200011 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=7 -2 -3 -4 5 19 -6 8 11 10 -9 12 -1 14 17 16 24 18 -13 21 -21 22 23 -5 25 27 -27 -11 -29 -26
right_child=1 2 3 4 6 -7 -8 9 -10 15 -12 13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 29 26 -28 28 -30 -31
leaf_value=-0.0016368202163414486 -0.037841231988057458 0.071037283294380651 -0.055759807922311777 -0.028939750765250551 0.069784838383502676 -0.086954919830410204 0.015135608967532872 0.0319573439184117 0.09073843001946108 -0.074286479291343813 -0.078633728902369929 0.0048690895338480587 0.068865425417037329 0.058619789852102699 -0.079801859705309175 0.041301128576852225 -0.10362079628865117 0.088335998408187247 -0.10059682106600319 -0.073198135505328984 0.036397317087863319 0.049110589299460244 -0.049660745587133868 0.044666791855583747 -0.016277170586552699 -0.10583926440321881 0.012864954324747151 0.10165528654267107 -0.001212773489782409 0.050100939874385825
leaf_weight=0.57726982035934049 0.48349700972744258 0.28959924122318614 0.23478789918590326 0.39687460953428055 0.59482742007821776 0.24381035780675109 0.70868315425468609 0.12086885003372927 0.18713923948780564 0.31539325449556699 0.32546093277210275 0.72197934364157823 0.43910008703278436 0.2042569733325762 0.31853765471015549 0.33303682239056875 0.16193634288356484 0.081505248230314464 0.079993094880819626 0.27503303834964743 0.17595894308760762 0.47246570685820177 0.41347497144306533 0.69544474477879703 0.39319869742757951 0.48630043363664366 0.55374147876136703 0.21265103481709857 11.923989915034211 0.5180065002059564
leaf_count=132 36 18 14 32 29 34 30 6 17 12 63 150 43 20 47 29 16 24 198 57 13 35 32 32 19 32 26 5 1674 25
internal_value=-6.90926e-05 0.00576597 0.0104503 0.00628396 0.00994719 -0.00474383 0.0400735 -0.00168901 0.0136013 -0.00428956 -0.048685 0.00764278 0.0288221 -0.00766439 -0.018928 -0.00295954 -0.00397157 0.00302009 -0.00565065 0.00350723 -0.0304384 0.011246 -0.000634643 0.0179232 -0.00285121 -0.00449295 -0.0426385 -0.00130689 0.00058962 0.0214578
internal_weight=22.9388 4.98446 4.50096 4.21136 3.97657 2.67306 1.30351 17.9544 2.60978 15.3446 0.44633 2.42264 1.01637 1.40627 1.20202 14.8983 14.5652 0.883478 0.801972 2.42925 0.450992 1.97826 1.50579 1.09232 14.4033 13.4921 1.04004 12.452 12.1366 0.911205
internal_count=2900 362 326 308 294 235 59 2538 631 1907 69 614 175 439 419 1838 1809 372 348 201 70 131 96 64 1793 1749 58 1691 1679 44
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=15 16 19 8 6 6 2 15 3 19 6 6 9 9 15 6 19 4 17 15 19 0 18 15 17 16 17 5 17 10
split_gain=0.0231841 0.0452248 0.0238798 0.0585447 0.0282457 0.0489868 0.0955253 0.108401 0.201596 0.0534693 0.0396976 0.0487589 0.0402623 0.123373 0.114474 0.104086 0.0889251 0.068661 0.07874 0.0619108 0.0808659 0.0839755 0.0841017 0.0616654 0.060645 0.203067 0.192502 0.119011 0.101926 0.0979187
threshold=50.243466369800011 22.674946976100003 14.651182102100002 8.6432548896500023 20.305474434200004 16.705390318750002 56.184788788300004 34.279674133750014 94.92945658615001 13.851117550450002 16.625388449550005 16.585387514950003 214.22994816675003 210.97856947250003 29.712811603950005 14.925348728400001 13.651101412550002 282.79508160665006 209.52161856205001 24.673905035600004 12.250988447150002 98.851916998450022 17.383654746850002 21.274833872300004 200.07083195085002 22.634947069650003 202.72018094520004 16.069922422900003 200.83528241485001 61.971648364950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 10 -7 9 -9 -8 11 12 13 24 16 23 19 -16 -19 20 21 -14 -23 -15 -1 26 27 -26 -29 -28
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 -12 -13 14 15 17 -17 -18 18 -20 -21 -22 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.003362524882860931 -0.10239595191251188 0.0083645162443283776 0.040171748051739231 -0.012823959816563178 0.037810808449471787 0.0438057069089497 -0.01312592896727771 0.068854502576800022 -0.077375153929311824 -0.10454910091422905 0.032936319538396666 -0.044495644159569719 0.10122144963190918 -0.011842246590417278 0.079895493663437706 0.0022697248587070173 -0.096018397502457623 -0.054496440901428168 0.048828187793298471 0.040715312782788782 -0.097115372623873139 -0.10184102126645883 0.046870953476076997 -0.09593145330596406 0.02170996279720936 0.10055167982668378 -0.10462156980161902 -0.025797136553057643 -0.10412896016990386 0.002625667581584942
leaf_weight=14.619784163274291 0.064604290165788281 0.085854672055120318 0.47036984859005215 0.37435195808211574 0.19121419684961338 0.16867727212957007 0.085951275762425894 0.19166082621086389 0.18555104529150412 0.25017106889345087 0.36378544571107241 0.24761768341670531 0.06854054331779369 0.12079917469577495 0.32008462093654089 0.32507655842346139 0.10572229066747241 0.10939393216312965 0.22638581857790996 0.25408809346845374 0.10554982153553283 0.080991989896574523 0.071689997884504919 0.31362588047988993 0.15593265211100504 0.15320415631867934 0.08871065441053394 0.26563206277205609 0.4433895267866319 2.1103780842227025
leaf_count=1540 41 14 25 34 17 13 165 13 30 53 33 24 2 23 18 22 18 28 31 40 54 23 65 53 57 14 6 16 39 389
internal_value=-7.05588e-05 -0.039194 0.000191431 0.0166859 -0.00045292 -0.000794299 -0.0238712 -0.0398743 -0.00307607 -0.0811709 0.000196148 -0.000393867 0.000153823 -0.00105352 0.0168788 -0.0405256 -0.0116619 0.0467562 0.015166 0.00369178 -0.0250966 0.00926508 -0.0320151 -0.072549 0.000627205 -0.0118026 -0.0174204 -0.0573868 -0.0747823 -0.00170066
internal_weight=22.6188 0.150459 22.4683 0.844722 21.6236 21.4324 0.882011 0.713334 0.377212 0.336122 20.5504 20.1866 19.939 18.5965 1.34245 0.759502 0.686583 0.655864 0.33578 0.58086 0.326772 0.221223 0.152682 0.434425 17.837 3.21725 3.06404 0.864954 0.709022 2.19909
internal_count=2900 55 2845 59 2786 2769 274 261 43 218 2495 2462 2438 2159 279 98 202 77 59 184 144 90 88 76 2061 521 507 112 55 395
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=9 13 18 13 16 15 8 8 17 17 18 17 15 17 6 6 14 6 10 17 6 7 7 6 13 5 16 4 16 6
split_gain=0.0219266 0.0682686 0.0845171 0.0524907 0.0739113 0.0372995 0.0297661 0.0704674 0.168421 0.091136 0.114019 0.0655832 0.0930712 0.0988872 0.134935 0.0873629 0.0799734 0.176198 0.079384 0.0724827 0.263331 0.243088 0.107789 0.085623 0.153018 0.095667 0.217287 0.206682 0.218603 0.177437
threshold=38.136666659400014 96.209162656250015 16.433295803950003 92.138837046750012 12.344971132100001 5.4774945026000008 7.943800736700001 8.0437227585500022 196.27545234990001 198.88358152355002 15.731168606150002 204.13511856875002 42.670190152050004 204.75389752000004 15.925372093750001 16.355382140900002 371.52535269000003 16.475384944750001 70.96454081135002 198.29010168345002 16.405383309150004 23.477153707700001 23.587720440700004 13.705320222600003 98.741690215100007 17.671168838450004 20.784951395750003 254.49455531690003 19.734953851100002 14.835346625500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -2 8 -8 -10 -11 16 13 -13 18 -16 19 -18 -15 23 22 -22 -21 24 -9 29 27 28 -27 -25
right_child=6 -3 5 -5 -6 -7 7 11 9 10 -12 12 -14 14 15 -17 17 -19 -20 20 21 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.044732521007587588 0.0083149571756071863 -0.10118972903247679 0.055066103315479897 0.062242955871517736 -0.10166990447085322 -0.085824389615604457 -0.091078774260263895 0.054120977981049229 0.058265837538440661 -0.088722252095404019 0.023608514872733653 -0.093459761249644127 0.037853605787603606 -0.075621252493933089 0.069286336403270338 -0.013724054940896173 -0.075975732012990238 0.054779482837224495 -0.01362210717574798 -0.019003766421233172 0.024704477903830648 -0.08508626359445505 0.046333667507855864 0.0066361095926089327 -0.10286637873205945 0.010437139263002047 0.0051861674565870817 -0.10504631205906503 -0.06330507891761597 0.086068030695479136
leaf_weight=0.077670860990113222 3.9133505149026773 0.086791743680805666 0.021947993984213099 0.17209702289983397 0.06201802397845313 0.13061616338154636 0.29118101089898374 0.090408000958631329 0.19323433749377728 0.16351085697533563 0.2019817970249278 0.19679414469282974 0.25603995530400414 0.38677180183003634 0.22563944524154067 0.28938349900272442 0.34866379864865926 0.14630236875518676 0.44313480245182291 0.29499914840562436 0.40079528948990617 0.40590118177351542 1.7523384644819087 1.3232638661866065 0.19821441807289375 1.0560220533584455 7.9358579360545036 0.3214983749771817 0.64908883813768614 0.35712166223675001
leaf_count=27 1122 71 31 33 25 221 45 23 10 22 34 13 26 36 21 26 49 19 98 12 18 25 111 79 43 91 480 52 25 12
internal_value=-8.36811e-05 -0.0197826 -0.00456679 0.0252766 -0.0202661 -0.0655558 0.000413396 -0.00131135 -0.029415 0.00272118 -0.026645 8.72366e-05 -0.0179794 -0.0272518 -0.017564 0.0226441 0.00221279 -0.037327 -0.0425163 0.00353645 0.0178523 -0.0305383 0.0369193 0.000112069 -0.0536917 0.00144585 -0.00227698 -0.0315014 -0.0176345 0.0235173
internal_weight=22.3926 0.551142 0.46435 0.311786 0.139689 0.152564 21.8415 17.9281 0.849908 0.558727 0.365493 17.0782 1.79776 1.54172 1.34493 0.515023 15.2805 0.494966 0.829907 14.7855 2.85403 0.806696 2.04734 11.9315 0.288622 11.6429 9.96247 2.02661 1.70511 1.68039
internal_count=2900 408 337 85 52 252 2492 1370 111 66 56 1259 220 194 181 47 1039 68 134 971 166 43 123 805 66 739 648 168 116 91
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=9 13 3 18 0 6 6 9 8 16 9 12 13 5 16 2 13 8 19 12 14 8 7 17 9 18 18 7 7 6
split_gain=0.0190931 0.0623387 0.0738347 0.0463883 0.100898 0.0336812 0.085833 0.0248953 0.0929261 0.0824885 0.100028 0.0905961 0.162175 0.111421 0.225364 0.0656705 0.0599955 0.0745592 0.0601327 0.0573269 0.0556038 0.153579 0.100828 0.257261 0.211826 0.146847 0.156498 0.135463 0.116595 0.114636
threshold=38.136666659400014 96.209162656250015 66.676450093250011 16.118666550000004 110.50907145210002 2.9700693952000004 5.3251244207000008 187.70546222865002 8.3434888241000014 22.674946976100003 186.14781787895004 144.78335471795 117.58509325145 20.302496186500004 18.564956587050002 130.66276448315003 117.60122400020002 8.0437227585500022 13.651101412550002 78.909246879600019 162.85769004780002 8.3434888241000014 23.124786352450005 191.06791329340004 195.29234479735001 13.24392582145 13.117211680300001 23.147601011700004 22.535351262400003 16.425383776450001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 8 9 10 11 12 13 14 -2 -13 17 18 -17 -9 21 -21 23 25 -25 26 28 -24 -22 -30
right_child=7 -3 3 4 -6 6 -8 19 -10 -11 -12 15 -14 -15 -16 16 -18 -19 -20 20 22 -23 27 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10045046713382906 -0.088451813293289688 -0.10107711979603701 0.083673459009248136 -0.10181740905214801 0.064905154638226881 -0.10038941493868077 0.072022667695827811 -0.031858003902497233 0.074462274932297845 -0.040235373708192163 0.056298417606251865 0.087366100033314256 0.056356346150264594 -0.070740523617944168 0.065570259587266255 0.012820569923101755 -0.069838886954922977 0.087029946236751171 -0.070141904309756087 -0.034521720474246252 -0.027073059655705008 0.041114887571658695 0.076406778342801143 -0.014184138584047091 -0.097648969941598079 0.055189174499969351 -0.06183310929259888 0.00083539424216781731 -0.01706072297219682 0.06384520453474718
leaf_weight=0.067776039956472967 0.16434688262870956 0.078615459450702474 0.10310449451208115 0.084793031010121922 0.063468998283497058 0.046761738587520085 0.075487310357857496 0.59482590391417289 0.19562296573712945 0.38375520797853813 0.39126207271465308 0.11671741993632201 0.21996596897588461 0.5006081278392287 0.22513570758746937 1.8529668926564689 0.089423636844457977 0.13035974692047592 0.091690215951530152 0.3760373682744127 0.55391780932177404 0.93831737341315602 0.24211476487107475 0.63841845314493617 0.58060188688500602 0.43818075788476551 0.43104565930661909 11.672267346157808 0.28038158130311785 0.46652999086654745
leaf_count=203 54 71 7 58 17 42 10 37 18 23 34 10 41 142 17 498 36 9 26 28 56 61 10 43 42 15 24 1198 22 48
internal_value=-0.000101022 -0.0190359 -0.00442363 0.0129962 -0.0304457 0.041577 0.00607296 0.000355362 0.00710338 0.00394059 0.0084225 0.00289881 -0.0205317 -0.0395329 0.000578786 0.0143006 0.0103605 0.0138167 0.0089089 -0.00135465 -0.000262802 0.0194752 -0.00195803 -0.0171772 -0.0539372 0.00347267 -0.0096121 0.0023711 0.00769197 0.0334741
internal_weight=22.0945 0.520007 0.441392 0.373616 0.148262 0.225354 0.122249 21.5745 4.36185 4.16623 3.78248 3.39121 1.11006 0.890091 0.389483 2.28116 2.16444 2.07502 1.94466 17.2126 16.6178 1.31435 15.3035 3.38908 1.21902 2.17006 1.73188 11.9144 1.30083 0.746912
internal_count=2900 408 337 134 75 59 52 2492 908 890 867 833 254 213 71 579 569 533 524 1584 1547 89 1458 250 85 165 150 1208 126 70
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=13 8 6 5 5 16 13 13 9 19 10 16 9 10 6 6 19 10 14 13 15 13 5 5 17 13 5 4 0 10
split_gain=0.0193238 0.0608367 0.111584 0.0500141 0.0756619 0.082471 0.071632 0.0774406 0.0631845 0.0608411 0.0469115 0.0485494 0.129436 0.0436844 0.0425095 0.115903 0.100122 0.0750578 0.133902 0.0674843 0.0659871 0.253775 0.109547 0.0997514 0.104209 0.128259 0.0968704 0.0675883 0.0670623 0.0608502
threshold=98.238948544700023 7.1444245619500011 13.200308423050002 13.361597395450001 11.848158554650002 17.614958808600004 100.65856086215001 99.19872809730002 194.29350362915002 12.350996516100002 78.220689305400015 14.524966034300002 67.42174726750001 70.284360904350009 13.665319288000001 13.775321858200002 12.851036860900001 75.922057603850007 278.23408957510009 103.58091484995002 23.707353846250005 104.51649827935002 16.579584939650001 17.671168838450004 198.12422587605002 109.72404167800001 17.886193876600004 195.32149859550003 76.591483678350016 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -3 4 5 -2 7 -5 -6 -10 11 12 -8 -1 16 -16 -13 18 -18 -17 21 -21 -23 24 25 -22 -25 -24 -29 -28
right_child=3 2 -4 6 8 -7 10 -9 9 -11 -12 14 -14 -15 15 19 17 -19 -20 20 23 22 27 26 -26 -27 29 28 -30 -31
leaf_value=-0.070948630492752726 -0.10101943036211813 -0.10117272700058269 0.034589452996160945 -0.0043620929969895635 0.081445531565713047 0.022628848814984087 0.064914923560621007 -0.10244800437107973 0.057699015025704105 -0.033600483937190555 0.04403939602219889 -0.080134269275213554 -0.10281818299644102 0.0027905684346290868 0.05642353897339928 0.054722709684836036 0.020645378466317126 0.061773007063371466 -0.07926189592829444 -0.10443518590189654 0.013492939682666159 0.089744998311929947 -0.10459750004355953 -0.060505052471850701 -0.015715213537578879 0.087197280829094989 0.00074693505626950739 -0.053501756762649483 0.051485419663924316 -0.041180921869767441
leaf_weight=0.085857462516289895 0.084729141083701331 0.17494819372302561 0.09257553029601695 0.18704635303038486 0.26041225215885788 0.14845175529444532 0.068368703126913455 0.14129784473880136 0.15150262229144573 0.1408440522645833 0.24469488955219176 0.21527411255738371 0.14065544043404543 1.2500641475809287 0.3773680843878563 0.22574955652817408 0.33951760323179769 0.14547124676755629 0.22178029968017654 0.28066887319437483 0.55861515039578324 0.14071485382737592 0.068023582589376019 0.2718344151871851 0.40606695871611009 0.40894807712174952 14.390680861078348 0.10418782590454612 0.1462445472861873 0.35467511153274323
leaf_count=68 77 198 17 31 19 25 4 41 13 33 23 65 57 645 32 19 33 25 52 22 37 7 51 24 34 14 1084 56 17 77
internal_value=-9.81207e-05 -0.0106651 -0.0541928 0.000739683 0.0254708 -0.0223003 -0.000260281 -0.0465718 0.045623 0.0137136 0.000535454 -2.88334e-05 -0.0479552 -0.00194853 0.000508144 0.0015966 -0.0204263 -0.00223986 -0.01883 0.000404537 -0.000311274 -0.0295241 0.0162654 0.00100732 0.0268013 0.0446446 -0.00135207 -0.0162028 0.00780742 -0.00026157
internal_weight=21.8273 1.60345 0.267524 20.2238 0.78594 0.233181 19.4379 0.328344 0.552759 0.292347 19.1095 18.8648 0.209024 1.33592 18.6558 17.7338 0.922043 0.706769 0.561298 17.3564 17.1307 0.73984 0.459171 16.3908 1.37363 0.967563 15.0172 0.318456 0.250432 14.7454
internal_count=2900 928 215 1972 167 102 1805 72 65 46 1733 1710 61 713 1649 1474 175 110 85 1442 1423 153 131 1270 85 51 1185 124 73 1161
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=15 16 19 18 17 6 6 2 15 3 19 6 16 14 14 16 0 0 16 7 9 17 4 16 0 19 6 6 6 18
split_gain=0.018048 0.0438287 0.0255034 0.0477185 0.0622194 0.0240396 0.0413593 0.0829385 0.0912377 0.170993 0.0520919 0.0386696 0.0333456 0.0387642 0.0402626 0.108137 0.256099 0.189585 0.180206 0.163257 0.159705 0.139786 0.105904 0.109339 0.152377 0.130666 0.0978031 0.190918 0.128997 0.131538
threshold=50.243466369800011 22.674946976100003 14.651182102100002 13.622618370000001 196.91396350930003 20.305474434200004 16.705390318750002 56.184788788300004 34.279674133750014 94.92945658615001 13.851117550450002 17.495408777450006 22.764946765650006 148.72666206180003 202.65261526855002 20.394952307700002 92.031298721500022 92.851278451300018 22.554947256700004 23.460228855750007 188.78154115175002 189.57010944335005 212.51885705880002 18.744956166100003 94.047642319350018 12.651020723000002 14.835346625500001 14.785345457250001 14.755344756250002 14.767724047450001
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -8 10 -10 11 -9 13 -1 15 16 -15 -18 -17 -19 -20 -22 23 24 -16 -26 27 28 29 -21
right_child=1 -3 3 -5 -6 -7 7 8 9 -11 -12 -13 -14 14 22 18 17 19 20 26 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.024600554419930955 -0.10227185460175109 0.01010714657909173 0.032089472878676799 0.048929278084050225 -0.037010478899826303 0.035103451173016262 0.040651114464991603 0.040942925716330181 0.065448717604501425 -0.074935449591744641 -0.10404657594959621 -0.10031205159415224 0.041563928113872529 -0.10439943996506328 0.083565538510945364 0.057898105240646237 0.098315689295879027 -0.10269870630464424 -0.028660619568564912 -0.051226222516579857 0.063018909205639989 -0.011531809455902936 9.201513599504436e-05 -0.058839813513360484 0.041441851266421817 -0.10463019571239172 0.046560465756604642 -0.10761112904130801 0.09118999111835864 0.01492856886936573
leaf_weight=0.63863202567156108 0.058303254168776131 0.085742401405241253 0.2725534868077365 0.30318200275360141 0.24967945526441326 0.1873640583071382 0.16394826074247149 0.05242982889606651 0.17580110218841583 0.17131514557695482 0.22220028881952203 0.030745066612098526 0.19148365501314302 0.24348921747162267 0.15986030656858818 0.91397052734828355 0.19278753804974291 0.15898432952963082 0.83876799501013 0.44399856646487046 0.57190657895989694 0.44895349023863673 12.274823038331247 0.63963304550998146 0.10786612952654195 0.14166859651595587 0.40489496098598454 0.1732460509520023 0.15010555321350683 0.93032995106659655
leaf_count=36 41 14 25 18 16 17 13 54 13 30 53 111 9 71 25 45 8 18 41 57 28 22 1866 50 29 21 19 7 5 138
internal_value=-0.000100291 -0.0353789 0.000136568 0.0173729 -0.000947199 -0.00055309 -0.000879908 -0.0229332 -0.0389097 -0.00383624 -0.0787774 -0.0112711 3.7536e-05 -0.000371626 0.000451632 0.00767418 -0.00658025 0.00312413 0.0215393 -0.00499051 0.00366959 0.030233 -0.00251431 -0.0330112 0.00734296 -0.0414878 0.0023976 -0.00813519 0.00316986 -0.00644378
internal_weight=21.5987 0.144046 21.4546 0.825415 0.522233 20.6292 20.4418 0.81644 0.652491 0.347116 0.305375 0.0831749 19.6254 19.4339 18.7953 5.47143 2.69784 2.45435 2.7736 2.26156 1.85963 1.02086 13.3239 1.04903 0.409395 0.249535 2.10258 1.69768 1.52443 1.37433
internal_count=2900 55 2845 59 41 2786 2769 274 261 43 218 165 2495 2486 2450 459 323 252 136 244 91 50 1991 125 75 50 226 207 200 195
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=8 14 9 17 18 16 3 9 9 15 2 19 0 18 0 4 16 10 18 2 15 6 6 13 13 12 16 6 10 5
split_gain=0.0190935 0.0563981 0.0869313 0.0531471 0.0584893 0.0370483 0.142571 0.0425222 0.140148 0.108215 0.0884639 0.0763038 0.0735434 0.0702074 0.0684915 0.0629443 0.0594186 0.0921874 0.0585079 0.0557369 0.055133 0.0448558 0.0418955 0.144105 0.0494999 0.0670756 0.046337 0.148865 0.0984298 0.0967268
threshold=8.8430989333000021 168.39662374755002 226.28914430085004 181.49225329600003 13.919698996450002 22.724946859200003 94.383699585650007 214.22994816675003 210.97856947250003 24.673905035600004 223.36808516470003 12.250988447150002 98.851916998450022 17.383654746850002 92.851278451300018 316.38016606785004 22.674946976100003 61.966271448700006 16.601687687950005 357.36576196840008 15.324318668550001 14.185331438000002 16.625388449550005 115.25151159420001 116.43981008785001 102.43818663380002 22.624947093000003 16.545386580300001 61.93938686740001 22.852794041600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 7 -7 8 16 11 -11 12 -9 -14 -12 21 19 -18 -16 22 -21 -10 26 -24 -25 -26 -1 28 -28 -30
right_child=1 2 -4 4 -6 6 -8 9 15 10 14 -13 13 -15 18 -17 17 -19 -20 20 -22 -23 23 24 25 -27 27 -29 29 -31
leaf_value=-0.00079837978532802916 0.014786741943321852 -0.0020190971346726633 0.028166375585179915 -0.10256255414367235 -0.025149796575094609 0.066459785366110663 -0.022483377595159882 0.10102706763115998 -0.094692626817657458 0.067329266191457252 0.048279533753974452 -0.096975207365194147 -0.10172800031195216 0.041778186776133326 -0.10151665605475294 0.015807883931729754 -0.062365690959000547 0.0057450873305802622 0.018061921734672966 0.040083785550430809 -0.084245044770119834 -0.0352751683115992 -0.065802799641022827 0.10053107193066287 0.082241683235093163 -0.10076271042237338 0.061801025268165333 -0.04154972461132786 0.025949507354907447 -0.033530452121419078
leaf_weight=13.835665768941196 0.47862003577028989 0.16949799484655159 0.19735375565505819 0.22448288160921948 0.172676389964181 0.36797461938112874 0.35321342712268233 0.058063186705111347 0.23860228319881471 0.45543580639059655 0.14433658437337726 0.11156973909055523 0.071510169938846957 0.065150324364935841 0.088292952885694831 0.12624824833528692 0.37557327415561204 0.42200682081829655 0.076256976056356507 0.047863495652335497 0.13997217464429923 0.27177167490663123 0.10311406474282492 0.19298598656041577 0.049528884072060464 0.033625408758780395 0.53644221528520564 0.40218555965293479 1.164507506880909 0.35728921622671794
leaf_count=1831 41 26 24 50 17 20 25 2 41 46 18 57 23 65 33 23 28 34 18 27 50 31 106 20 11 66 27 25 58 57
internal_value=-0.000100296 -0.0121296 -0.0289915 -0.0488982 -0.0689051 0.000643783 0.0228984 -0.000184893 -0.00131831 0.0191857 0.0393117 -0.0310365 0.00674407 -0.0333141 -0.00199865 -0.0474142 0.000343326 -0.0263277 -0.0461006 0.00160479 -0.0525641 -0.0630531 0.00221496 0.0350716 0.0727393 0.00823952 0.0014503 0.0140953 0.0249684 0.0119847
internal_weight=21.3318 1.24263 0.764011 0.566657 0.397159 20.0892 0.721188 19.368 18.2974 1.07062 0.764322 0.306293 0.194724 0.13666 0.308887 0.636622 17.6608 0.79758 0.16455 16.8632 0.187836 0.510374 16.6753 0.379254 0.27614 0.0831543 16.2961 2.46042 2.05824 1.5218
internal_count=2900 158 117 93 67 2742 45 2697 2435 262 115 147 90 88 69 95 2340 62 51 2278 77 72 2201 203 97 77 1998 167 142 115
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=7 7 18 8 8 0 18 17 13 13 3 13 16 19 8 0 10 6 2 6 2 18 9 5 19 16 8 4 4 2
split_gain=0.0184749 0.0568524 0.0973332 0.0531047 0.0616566 0.0814372 0.050274 0.0433463 0.035437 0.131977 0.0618574 0.0685755 0.0906539 0.0499723 0.0486267 0.128427 0.199685 0.158752 0.0798958 0.0606414 0.0762874 0.0676807 0.0962918 0.0831521 0.0577156 0.0809223 0.050759 0.157901 0.0603102 0.0986517
threshold=20.778835947700006 21.725272673150005 13.601370067700001 9.5425530862500008 9.0429429770000009 86.950112854950021 12.600821109300002 187.07782946595003 95.870416931800023 92.692659421600013 75.559115756250023 92.138837046750012 13.039969506900002 9.4507625164000029 7.943800736700001 94.964406541850011 72.496961945650014 16.495385412050002 101.14502893930002 12.380289263450001 175.40496222385005 16.083212871900006 191.40721473735002 13.592434445950001 12.350996516100002 16.514961380800003 8.0437227585500022 198.95919911430005 224.02099845660004 227.83308446245005
decision_type=2 2 2 2 2 2 2 2 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 8 -6 -2 -1 9 10 11 12 13 -3 15 17 -17 18 -10 21 -21 22 23 -18 -23 -26 27 -16 -29 -30
right_child=1 3 -4 -5 5 -7 -8 -9 14 -11 -12 -13 -14 -15 26 16 19 -19 -20 20 -22 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0073553199007493466 -0.029298734972584114 -0.10066267019178705 0.030959139469406122 0.049237831258375941 -0.10270334473329473 -0.002416779200894904 -0.10257009955827703 0.089798470629119956 0.059949908882082528 -0.1009584190003343 -0.10074853953617265 0.073846553380663954 -0.10148259936421199 0.017903698323791708 -0.097728400943711602 0.079204779306349379 -0.036721639835534919 0.099272687777732252 -0.092304870427191585 -0.10186924853339839 0.01381409442895741 0.063384769345641107 -0.10128069332354334 0.069828397485522095 -0.06413063507690632 0.053691287183574105 0.00066443144778313701 0.050101481386482571 -0.056652249578308403 0.055320895724686528
leaf_weight=1.0952580476573555 0.22162844947385707 0.038520443786761116 0.16826969649093826 0.21738501014442491 0.13579504801600606 0.20056825323990779 0.16215867465746214 0.067716804226620186 0.040008386198681634 0.16136481794910651 0.058055476143636042 0.12501496367622167 0.087713180886112241 0.46055069689828088 0.21784313717216619 0.51381685251544684 0.15889391952077836 0.067362169582338538 0.24875967762500295 0.10950789520575199 0.1188970013463404 0.34483163415279705 0.099732029744700412 0.13587536849263415 0.10866513515793486 0.12575214709795546 15.098518695331732 0.18143998074810952 0.24431871246451919 0.11605866159061407
leaf_count=386 25 161 60 23 34 18 59 10 10 124 52 21 59 300 22 34 40 5 107 27 15 32 33 14 25 22 1102 16 46 18
internal_value=-9.63997e-05 -0.000810014 -0.0324542 8.97639e-05 -0.000466759 -0.042904 -0.0602575 0.0121558 0.000290038 -0.0187298 -0.00149438 0.00660095 -0.00772579 0.00875224 0.00127785 0.0156846 0.0270261 -0.0389633 -0.0712102 0.00472423 -0.0416499 0.0156018 -0.0163442 0.0123931 0.0373589 -0.000925569 -0.0006046 -0.025827 0.00308162 -0.0205916
internal_weight=21.1303 19.9673 0.552057 19.4152 19.1979 0.336363 0.383787 1.16297 18.8615 0.93122 0.769855 0.711799 0.586784 0.499071 17.9303 2.0721 1.71597 0.35613 0.288768 1.20216 0.228405 0.97375 0.394501 0.294769 0.579249 0.234417 15.8582 0.75966 0.541817 0.360377
internal_count=2900 2504 144 2360 2337 52 84 396 2285 717 593 541 520 461 1568 364 242 122 117 208 42 166 87 54 79 47 1204 102 80 64
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=9 12 13 3 9 19 12 5 15 4 6 15 0 12 4 16 2 19 2 9 10 12 14 8 7 18 7 4 17 18
split_gain=0.0183392 0.0525366 0.0642532 0.054841 0.0288293 0.0886927 0.110567 0.142588 0.136961 0.11328 0.10642 0.0758193 0.0522371 0.0542157 0.0575601 0.0508398 0.062839 0.097746 0.0539736 0.0501057 0.0529738 0.0487342 0.0466254 0.110331 0.0872547 0.230889 0.116784 0.102502 0.210925 0.190054
threshold=37.256168974800005 293.71849950985006 96.209162656250015 66.676450093250011 187.70546222865002 14.451165964200003 152.88762959770003 20.102686929350003 40.301031380450006 241.84804450315002 15.265356672600001 37.261389050600009 85.737618238150006 100.16207483335002 168.72122291465004 19.304954856600002 178.89104431090001 13.051052998800001 179.88803923150002 186.14781787895004 70.133807249000014 78.909246879600019 162.85769004780002 8.3434888241000014 23.124786352450005 13.451704604950001 23.147601011700004 228.53067524955003 188.54236693505001 13.042786209850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 7 10 12 -8 19 -7 13 -9 -15 16 17 -11 -17 20 -2 -6 23 -23 25 27 -26 28 29 -24
right_child=4 -3 -4 -5 21 11 9 8 -10 15 -12 -13 -14 14 -16 18 -18 -19 -20 -21 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10052229540425113 0.017725422393495543 -0.10115309331854611 -0.10102213097188431 0.026565620760297576 -0.030048688548900672 0.081161790715481408 0.074546555339248907 -0.10225230561494042 0.026183191367022941 -0.10104019065323265 0.1007118865906614 0.012441425347772863 -0.09315545637331242 0.097332154585239541 -0.038199857867840421 0.016108191914269578 0.021700772993071417 0.037425175456883328 -0.074327805532164767 0.060674397130799688 -0.063438560973185398 -0.029559539447672829 0.0053639333774096361 0.037411849731623363 0.072683496932577196 -0.087183980304047629 0.00059082639879152576 -0.030583955498066695 0.045525061035770677 -0.095300397451701185
leaf_weight=0.038468843656121687 0.15709714782133521 0.06781069578187271 0.059852451327060407 0.28933730219432618 0.57801938315970147 0.27814059541560698 0.28393059980453506 0.074375596679232103 0.19096159678883851 0.11160302420103096 0.12269971054047346 0.37975068226842268 0.38598772501791245 0.044640438914939296 0.10513729777818526 0.1197707740284385 1.3081750330037492 0.093857629464764614 0.14697674272224504 0.089754088855443115 0.16474261946314073 0.34362505390163167 0.62685050646905416 0.86575886849277595 0.22930349851958354 0.40530860461899454 11.188533620326096 1.0766167439817875 0.81716298911487684 0.26762722240528092
leaf_count=135 19 114 48 99 37 15 48 35 12 90 7 33 26 4 132 10 364 8 39 10 68 28 52 61 10 29 1198 116 39 14
internal_value=-0.00010293 -0.0199492 -0.00574468 0.0116515 0.000338953 0.00788594 0.00138217 -0.0210399 -0.0477258 0.0158869 0.0189721 0.0414947 -0.0708577 -0.0324615 0.00219472 0.00653201 0.0136259 -0.0377871 -0.0337217 -0.00539524 -0.0238206 -0.00152842 -0.000486418 0.0183831 -0.00204825 -0.01666 0.00203866 -0.00640845 0.00879787 -0.0247548
internal_weight=20.9119 0.455469 0.387659 0.327806 20.4564 4.0576 3.39971 1.3354 0.801103 2.06431 0.534294 0.657891 0.610141 0.224153 0.149778 1.78038 1.51364 0.205461 0.266748 0.411594 0.32184 16.3988 15.8208 1.20938 14.6114 3.19357 11.4178 2.78826 1.71164 0.894478
internal_count=2900 396 282 234 2504 920 872 313 209 559 104 48 197 171 136 511 462 98 49 97 87 1584 1547 89 1458 250 1208 221 105 66
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=9 17 17 0 10 8 7 15 15 18 10 3 16 7 16 0 9 2 9 17 2 17 15 13 0 3 10 15 9 18
split_gain=0.0182197 0.0726643 0.129464 0.138476 0.0913364 0.12169 0.0754952 0.067574 0.0730251 0.0688538 0.163598 0.138318 0.0768404 0.0848816 0.0756502 0.0664696 0.131518 0.0595147 0.0512685 0.0932217 0.0378898 0.0532526 0.0394558 0.147943 0.211956 0.181786 0.114367 0.104296 0.150525 0.119321
threshold=207.37918994975004 196.44284117250001 203.08534335880003 88.232507383150008 80.468240302450013 9.5425530862500008 21.725272673150005 41.863529088250004 38.198215516250009 14.269756697250001 67.171126389250006 82.753429713350016 17.654958715000003 25.697366542400001 14.334966478600002 91.523180134850023 213.24207352880003 176.58278076550002 211.98908248575003 192.84209122775002 357.36576196840008 207.18249964335004 28.566186095050004 109.57886493895002 95.762878606550018 86.130133125200004 67.203387886850024 27.008040895250005 196.26893085885004 13.765997214800002
decision_type=2 2 2 2 2 2 2 2 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 4 3 -3 5 18 -7 8 9 -4 -11 12 13 -12 -15 -5 -17 -6 -2 -20 22 -22 27 24 -24 -25 -27 -1 29 -29
right_child=1 2 7 15 17 6 -8 -9 -10 10 11 -13 -14 14 -16 16 -18 -19 19 -21 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.0019494662819767132 -0.095785880820654826 -0.043722874009743562 -0.10286808212486985 0.084640019180792114 0.07915608665600378 -0.035358616733280605 0.0672461212147588 0.044934271173260862 -0.094054826404819117 0.067691727130953283 0.092479799932685472 -0.097452050055070627 0.052027869362273452 0.0316130693843256 -0.09020298431741032 -0.025881166087753111 0.077578892281035386 -0.038635009197209275 0.0099734486307857754 -0.10398148886113759 -0.083385662041920161 0.035434806384329498 -0.074841250335056272 0.071599335335261236 0.031456161189919923 0.0016597112941894186 -0.045398223716196534 0.044334187306148208 0.065728038602399799 -0.070753497155260386
leaf_weight=4.2230697103035153 0.30656937592811961 0.20324744509707693 0.084859913957188615 0.31342419818975031 0.11648678908591137 0.15590980904062235 0.13278544080276333 0.15088438458042208 0.13949014552053995 0.21406648615084123 0.046019347002584254 0.2216150262102019 0.17027903624693863 0.071430712024266541 0.17806549714441644 0.2464162346594776 0.24506028677683389 0.06789572613342898 0.1726285534678027 0.12289311682980042 0.11776226458141437 0.055493005873358925 0.59383078984865179 0.35907143261283536 0.27420464603164874 10.125981601304826 0.5442147599533208 0.17616165252775295 0.66464852007629815 0.18437236453974037
leaf_count=1310 50 21 9 19 37 31 17 19 21 20 9 46 27 65 70 38 38 20 36 23 57 17 116 14 27 631 21 35 34 22
internal_value=-0.000105161 -0.00684416 0.00324367 0.0300309 -0.028282 -0.0415424 0.0118345 -0.0179088 -0.0263311 -0.0167534 -0.00864703 -0.0324197 -0.00147872 -0.0323098 -0.0553271 0.0486547 0.0257061 0.0357815 -0.0671359 -0.0374149 0.00120227 -0.0453279 0.00167246 -0.00151366 -0.0412628 0.00161471 -0.000740397 0.00889511 0.0375065 -0.0145201
internal_weight=20.6788 3.36003 2.28486 1.00815 1.07517 0.890786 0.288695 1.27671 1.12583 0.986336 0.901476 0.68741 0.465795 0.295516 0.249496 0.804901 0.491477 0.184383 0.602091 0.295522 17.3188 0.173255 17.1456 11.8973 0.868035 11.0293 10.6702 5.24825 1.02518 0.360534
internal_count=2900 616 402 116 214 157 48 286 267 246 237 217 171 144 135 95 76 57 109 59 2284 74 2210 809 143 666 652 1401 91 57
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=6 13 19 0 6 15 9 6 8 16 19 16 10 12 16 16 19 16 19 4 16 18 7 16 9 0 16 6 13 15
split_gain=0.0165397 0.0725354 0.0475324 0.0547976 0.0586397 0.0586204 0.0460535 0.0281034 0.0369259 0.0334212 0.0764255 0.0541417 0.0555688 0.0526746 0.0848825 0.0805233 0.0567317 0.0486506 0.0863144 0.0884797 0.0544404 0.0866502 0.136723 0.0729421 0.214094 0.107425 0.0831419 0.0661056 0.0725146 0.0623545
threshold=5.0951190466500007 92.504467352450021 11.750948102400001 118.45077676945002 3.6650856341500009 6.9561856507500011 22.956698556650004 5.6401317807500009 1.6487133604500002 13.534968349350001 11.850956171350001 13.039969506900002 86.162394622750014 247.01970978410003 12.644970430600003 11.274973634200002 10.350835137000002 14.994964935250001 12.250988447150002 233.74578482015002 15.644963415300001 15.150044688000003 24.071745547300001 17.844958270700005 191.87997069285004 97.32487278035002 15.919962772200003 13.475314848550001 106.00321562545001 28.566186095050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -2 11 -11 12 13 14 15 16 -9 18 19 -12 21 22 -19 24 25 27 -26 -22 -29 -25
right_child=7 -3 -4 4 -6 6 -8 9 -10 10 17 -13 -14 -15 -16 -17 -18 20 -20 -21 23 -23 -24 29 26 -27 -28 28 -30 -31
leaf_value=0.050065142236468831 -0.012458880751366409 -0.10033988673106659 0.051410029335319775 -0.10023237269420038 0.090391844654149636 0.014461567172792329 -0.10102743363762288 -0.10119660970411429 0.077129785613708049 0.039536994305195895 -0.058397783082134537 -0.10197587127483172 -0.10103516884750557 0.02738197709182116 0.076731630623545821 -0.10125621889016703 0.063755993723284318 0.034083716589175292 -0.081279946243939999 0.03851828908610868 -0.10093206600634907 0.049486107428684624 -0.063117591664270445 0.018155387293052005 0.0016634263229993074 0.068663358095877633 -0.095978292604505633 0.088320495036971453 -0.044485446649316349 -0.0014053033532770939
leaf_weight=0.049471272461235283 0.080341978915387524 0.088178345150936366 0.12443717055157322 0.021132157733518397 0.06827634475416744 0.045880810600465338 0.13955346348848252 0.029828368045857867 0.10765414589695865 0.49635583642521197 0.15875902554035093 0.073898374430427793 0.063289663746218139 0.29943790799097769 0.059069669743621489 0.15536992588243947 0.069269516307485901 0.36075518696543685 0.20302967312886722 0.23165158662595786 0.079458224518023424 0.57001358611523756 0.24163830207544379 1.8469112290348437 0.11313955257355701 0.23416916857240722 0.38046237962407758 0.069288761354982853 0.10110983938511708 13.854858436641392
leaf_count=11 28 146 51 160 13 24 135 20 16 64 22 26 149 63 14 104 45 30 57 35 36 54 28 237 17 14 132 7 104 1058
internal_value=-0.000105128 -0.0174239 -0.00113118 -0.0212909 0.0453368 -0.0466504 -0.0724527 0.000362633 0.0388432 -4.73831e-06 0.000815119 -0.0207061 -0.0118254 -0.00261453 -0.0312621 -0.0563307 0.0141054 -0.000226874 -0.0283948 -0.000892272 0.000709499 0.0215386 -0.00490668 -0.000754593 -0.0272571 0.0200003 -0.0735976 -0.0256074 0.0095171 0.000895511
internal_weight=20.4167 0.53693 0.448751 0.324314 0.0894085 0.234906 0.185434 19.8798 0.187996 19.6918 18.9416 0.750163 0.676265 0.612975 0.313537 0.254468 0.0990979 18.4452 0.59344 0.390411 17.8518 1.17241 0.602393 16.6794 0.977628 0.484026 0.493602 0.249857 0.170399 15.7018
internal_count=2900 540 394 343 173 170 159 2360 44 2316 1895 421 395 246 183 169 65 1831 114 57 1717 112 58 1605 310 161 149 147 111 1295
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=19 8 18 5 3 3 18 19 4 12 18 6 18 18 12 5 5 5 3 17 18 18 16 16 0 5 9 5 16 10
split_gain=0.0154969 0.0391316 0.0247609 0.0280607 0.0269683 0.0777892 0.0578275 0.135923 0.0634923 0.0752097 0.0660922 0.0804695 0.0568726 0.176635 0.100739 0.0526781 0.137561 0.113965 0.190512 0.135759 0.135051 0.245599 0.140494 0.174831 0.103399 0.162591 0.209026 0.128791 0.148027 0.12373
threshold=14.651182102100002 8.6432548896500023 11.257534840550003 28.372909273050002 93.58791597905001 93.716961969300016 13.278511569200001 14.351157895250003 141.65724256140001 82.187369520450019 13.373311100250001 16.355382140900002 13.064341268650002 12.903279561150002 153.81200556610003 23.803605515150004 24.375372008600007 22.694406402050003 93.168516510700016 195.89498576185002 13.482409244300003 13.5308213324 22.604947139800004 22.594947163200004 86.458125017100016 21.564786815050002 204.42645579255003 20.361635946650004 22.494947397000004 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 12 -8 -10 11 -11 13 -4 -14 17 -17 18 20 -19 -12 -22 23 24 -23 27 -27 29 -29 -26
right_child=1 -3 4 -5 5 -7 8 -9 9 10 15 -13 14 -15 -16 16 -18 19 -20 -21 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.024053287707373628 0.032539240061444194 -0.012286615481340685 -0.031783900666489472 0.085970623477598013 -0.056604561838733872 -0.0042067035369179693 0.067469680884956765 0.048069098241082589 -0.057492666815209696 -0.061176101972166323 0.050712185311221361 -0.00053550087684350444 -0.066203312673967687 0.074958702270678787 0.011957720693433854 -0.091751850732111173 0.019820865669416904 0.080752731608714198 -0.080303409383891119 0.00086489422301168318 -0.10946155578423999 0.094800436137043975 0.043868226804980461 -0.10820230649545409 -0.047899479592946666 -0.10879054358057949 0.015951793744223768 0.061012162447749763 -0.022903961392437514 0.00085706223668640899
leaf_weight=0.035272659181436405 0.4596818520440128 0.33790026247152127 0.33490653885383215 0.067617736926877114 0.31231812125451996 3.052578919359604 0.1319546289741983 0.81889554051303992 0.24192149392820184 0.3958028164015549 0.52675827145957832 0.48941059748176485 0.30867615355236921 0.28862858406500891 0.3540228429956187 0.21075085789198134 0.23231483859126456 0.38814766701216363 0.29369137345929708 0.47066089900908992 0.20535888725862506 0.1125354678370013 0.71110613775090392 0.15311331904376935 0.56111583966412215 0.3088992352295471 0.23769548031975773 0.69281986475016299 0.30176642001606524 7.188317225577407
leaf_count=24 27 34 26 47 44 547 6 35 36 22 29 19 19 26 24 17 30 20 21 36 10 2 47 8 32 30 31 71 20 1560
internal_value=-0.000112977 0.0135485 -0.000673853 0.0482525 -0.000934358 -0.00907009 0.000781003 0.0162233 -0.00156544 -0.00222929 -0.00123752 -0.0276496 -0.00405174 0.0176263 -0.0244486 0.000618789 -0.0332504 0.00185367 -0.000816889 0.0369711 0.00130544 -0.00117963 0.000986133 -0.00220483 -0.000478857 -0.00163296 -0.0545443 0.00167457 0.0355513 -0.00267327
internal_weight=20.2246 0.797582 19.4271 0.10289 19.3242 3.3649 15.9593 2.10513 13.8541 13.7222 13.4803 0.885213 1.28623 0.623535 0.662699 12.5951 0.443066 12.152 11.2932 0.858809 10.9995 10.4727 10.2674 9.55626 9.40315 9.29061 0.546595 8.74402 0.994586 7.74943
internal_count=2900 61 2839 71 2768 591 2177 130 2047 2041 2005 41 95 52 43 1964 47 1917 1861 56 1840 1811 1801 1754 1746 1744 61 1683 91 1592
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=9 17 17 0 10 5 9 9 16 12 17 4 15 15 18 10 3 16 7 16 5 2 17 15 15 13 0 0 6 3
split_gain=0.0157105 0.0603073 0.110101 0.114962 0.07881 0.114947 0.0657845 0.0885012 0.0579804 0.0571665 0.0509901 0.0470508 0.0464505 0.0796846 0.0695515 0.109693 0.112628 0.0557298 0.0685131 0.0654384 0.045088 0.0355348 0.0480338 0.0350576 0.0323832 0.122144 0.182202 0.156946 0.103883 0.101851
threshold=207.37918994975004 196.65693750130004 203.08534335880003 88.232507383150008 80.468240302450013 30.133297129900004 211.98908248575003 212.89864875025003 18.634956423400002 117.55382688470002 185.45203303005005 277.00048312305006 41.863529088250004 38.198215516250009 14.269756697250001 67.171126389250006 82.753429713350016 17.654958715000003 25.697366542400001 14.334966478600002 18.613387752550004 357.36576196840008 207.18249964335004 49.670466410250008 28.566186095050004 109.57886493895002 95.762878606550018 93.442739239950015 15.025351064900002 85.678472159250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 4 3 -3 5 6 -2 -8 -5 -4 11 -6 13 14 -11 -16 17 18 -17 -20 -9 23 -23 24 -1 26 29 28 -27 -26
right_child=1 2 9 8 10 -7 7 20 -10 12 -12 -13 -14 -15 15 16 -18 -19 19 -21 -22 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.0077785938179537224 -0.093655527784480205 -0.039336714225862622 -0.10182052074895871 -0.00043599910405539371 0.049826848873239175 0.037704389427585222 0.068961173614646126 -0.0032067252169666197 0.062660097819812244 -0.10268260960523586 0.090060131209385774 -0.10185898967729703 0.040797241394381324 -0.092070999165405829 0.064320645584212549 0.097696633862858512 -0.09430131905593972 0.05094478811001401 0.031970915966304241 -0.086300942255922455 -0.080505745489892824 -0.082569695550305994 0.032505032319800807 0.046614998024876141 -0.10267991799708032 -0.048014190337045258 0.029637824203876114 0.067512880721816965 0.00097824841491205732 -0.014085313415195972
leaf_weight=5.0330230503378734 0.28447977778705469 0.19898392994218772 0.075061824798467458 0.19735377522420094 0.044256359237806464 0.1581548354588449 0.072802419995241507 0.11738777875507367 0.55577925085526658 0.071375346971762843 0.085367537179990904 0.038014101741282502 0.14660772899514996 0.13118446513544768 0.19945111566630658 0.038883447065018117 0.15583683579643548 0.16307147961924784 0.070243959251911292 0.14005424991955806 0.21126472518153605 0.11128246179197177 0.053814521796084591 0.17094920109286604 0.36202243244406318 0.45278876431984549 0.26468297518658801 0.34370307694189328 9.8027052893764886 0.20226112581985944
leaf_count=1401 58 21 21 50 27 13 12 26 41 8 15 15 19 21 20 5 38 26 65 63 52 57 17 56 91 21 27 14 576 24
internal_value=-0.000111513 -0.00658546 0.00291126 0.0282652 -0.0267094 -0.0391474 -0.056867 -0.0307978 0.0461262 -0.0173442 0.0359184 -0.0202615 -0.011666 -0.0195946 -0.00826117 0.000519294 -0.0218808 0.0054951 -0.0242484 -0.0467957 -0.0528962 0.00110472 -0.0450603 0.00156297 0.0010951 -0.00184834 -0.0388155 0.00104287 -0.00118481 -0.0709242
internal_weight=19.9528 3.15561 2.14389 0.952117 1.01173 0.84409 0.685935 0.401455 0.753133 1.19177 0.167638 0.0822705 1.11671 0.970101 0.838916 0.767541 0.56809 0.412253 0.249182 0.210298 0.328653 16.7972 0.165097 16.6321 16.4612 11.4282 0.828967 10.5992 10.2555 0.564284
internal_count=2900 616 398 112 218 161 148 90 91 286 57 42 265 246 225 217 197 159 133 128 78 2284 74 2210 2154 753 142 611 597 115
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=13 12 8 18 10 7 3 9 7 0 14 12 5 13 5 16 13 13 10 0 15 15 18 7 0 3 6 6 10 19
split_gain=0.0164493 0.0479966 0.0757809 0.0899354 0.073396 0.0449821 0.0626952 0.0535994 0.055196 0.0598164 0.0548091 0.040078 0.0370542 0.0661299 0.0608104 0.0631888 0.0620163 0.0558318 0.0407655 0.0468687 0.0708047 0.0830989 0.0484648 0.0852478 0.114511 0.169306 0.0507877 0.0819713 0.084532 0.0553474
threshold=98.238948544700023 216.11788648010003 1.3489472949000001 17.327266398450003 83.715897724050009 21.943165609950004 73.962171626800014 38.559541491950007 25.906270527550003 118.45077676945002 312.95789969880008 229.23536747820003 13.361597395450001 100.65856086215001 11.848158554650002 17.614958808600004 100.98924121215002 99.19872809730002 78.220689305400015 98.615332683000005 24.200063469100005 24.857400662900002 15.287416123250003 24.918974924200004 96.249489528150022 81.796338618900009 14.185331438000002 13.990326881750002 75.403185184700007 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=1 2 -1 -4 -5 -3 7 -7 -9 10 -10 -8 14 17 15 -2 -16 -14 19 22 -21 -22 26 -24 -25 -26 27 28 -15 -28
right_child=12 5 3 4 -6 6 11 8 9 -11 -12 -13 13 18 16 -17 -18 -19 -20 20 21 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=0.023164386525438094 -0.10086116174406419 0.045518565225201153 -0.10099246033054186 0.072526159594466649 -0.10064010531439337 -0.049591258882695222 0.040217888481934701 0.066413575692039095 0.097476023843309056 0.067101051057687905 -0.074091838516471567 -0.069498195844780813 -0.0106911706659362 -0.02519312826406141 0.07005672090557491 0.018219856110512564 -0.0071870974576295158 -0.10192542438686775 0.044391705270526695 -0.10140080462002313 0.087594678511277738 -0.059514316610714338 0.073391996193134287 -0.065964564551854399 -0.036935524856687822 0.060254139077986268 0.034013135011395405 -0.080805480493644777 0.059999792451306044 -0.00046134200614368393
leaf_weight=0.14560881533452874 0.067652636199457272 0.19297844042398538 0.21533043240492589 0.069089042081031948 0.037904948309574138 0.11379191993455606 0.040025305333983852 0.19455168966669589 0.022226565444725566 0.070519092542781436 0.11475297891274749 0.19796980122191599 0.16071885641395312 0.57665683608457641 0.30539907192724058 0.13055259865222979 0.15756415460054995 0.11512154474530689 0.20983931687078339 0.11355046428252435 0.066119383263867348 0.091588702725857729 0.24043806211557128 0.17633960357488832 0.28843370621689246 0.47345085629785899 0.48133592286994442 0.19665675988653675 0.14594775915611535 14.33189516564954
leaf_count=128 77 48 228 9 104 145 15 17 3 37 94 100 31 94 40 25 25 41 23 43 10 42 18 46 38 45 114 18 10 1232
internal_value=-0.000120282 -0.0105097 -0.03671 -0.063758 0.0111782 0.002439 -0.00858915 0.0109995 0.0281484 -0.00772919 -0.0462529 -0.0510465 0.000681625 -0.000188151 0.0239242 -0.0224256 0.0437677 -0.0487676 0.000582317 4.72976e-05 -0.0411904 0.00216138 0.000708759 0.020267 0.00665274 0.0234601 -0.000756527 -0.0235645 -0.00798632 0.00065886
internal_weight=19.744 1.41475 0.467933 0.322324 0.106994 0.946816 0.753837 0.515842 0.40205 0.207499 0.13698 0.237995 18.3293 17.6681 0.661168 0.198205 0.462963 0.27584 17.3923 17.1824 0.271259 0.157708 16.9112 1.17866 0.938224 0.761885 15.7325 0.919261 0.722605 14.8132
internal_count=2900 928 469 341 113 459 411 296 151 134 97 115 1972 1805 167 102 65 72 1733 1710 95 52 1615 147 129 83 1468 122 104 1346
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=17 4 15 15 15 8 4 4 4 4 12 3 16 5 13 15 4 15 9 5 8 9 9 4 17 8 9 18 16 8
split_gain=0.0172093 0.0670308 0.057998 0.0936007 0.0697954 0.0800756 0.120012 0.0622643 0.0665762 0.127017 0.158673 0.0779408 0.110174 0.0853876 0.0814277 0.100302 0.0763414 0.0651319 0.0797157 0.062474 0.0681517 0.0584714 0.0674818 0.0543311 0.0551341 0.117768 0.0952143 0.141557 0.147004 0.0730722
threshold=187.45953903175004 148.04566182605001 43.758818131150008 43.376643616500012 39.283112803100003 8.4434108459500017 143.35918460430003 143.35918460430003 259.70893083720006 241.84804450315002 152.88762959770003 82.511468481600005 15.259964315550002 13.922841871800001 108.36905878025001 31.975879077800005 206.65670169075003 12.209425427750002 201.97224908750002 18.310380701750002 5.9453602998000008 193.75542554275003 204.88165762580005 155.77228353875003 189.27091549140002 8.0437227585500022 186.67271206880002 13.258783262950002 22.624947093000003 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=2 -2 3 4 5 7 -7 -1 9 10 11 12 13 -9 -13 16 19 -10 -19 -16 -21 -8 -23 -3 25 -25 -27 28 -28 -26
right_child=1 23 -4 -5 -6 6 21 8 17 -11 -12 14 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 24 29 26 27 -29 -30 -31
leaf_value=0.052832584084079461 -0.050493692613063468 0.050461742422417744 -0.065705439041034694 0.10085242847762409 -0.038471475769557853 -0.027391887994687638 -0.0018640596257214548 0.025922708563837684 -0.075191752410083967 -0.090381551772488397 0.061607737518844255 -0.10357292430383856 0.072259254528578717 -0.1031061856666849 -0.030214899870881187 -0.064554509240857358 -0.1044145108792942 0.0019257801226688657 0.07753988384693318 -0.044668930151045248 0.10073647419889423 0.093285687070304546 0.013258153089843766 -0.048734749319238824 0.011643140953135442 0.082752361030179702 -0.070525101860788239 0.06226164325781354 0.026787266020562896 -0.0052105691251991149
leaf_weight=0.15635948977433489 0.24331481114495446 0.23175333804101583 0.15409157685337493 0.084640015847980865 0.5557427411295065 0.30060156433319196 0.16662226850166917 0.10398513534147491 0.088543664747817163 0.2486836241862419 0.23828195129453877 0.18030708197920831 0.1638111169449985 0.10120679539750199 0.10493511147797108 0.36310119507834315 0.048637829060680815 0.85879097718498065 0.1664468196049711 0.042034305922470594 0.13825572794303298 0.32011486141709611 0.15706735209914768 0.21805637724810267 3.5676960986352233 0.27679466973677325 0.26017550969754644 0.41766816507788462 0.38487465955222433 9.2226188686925052
leaf_count=15 17 23 44 4 40 23 10 74 120 67 50 78 12 27 6 24 18 277 29 115 8 20 55 62 863 18 17 23 29 732
internal_value=-0.000116622 0.00156089 -0.00536003 -0.00333336 -0.00529144 -0.000620584 0.0247774 -0.00860692 -0.0119812 -0.0242396 -0.0131599 -0.0274552 0.011104 -0.0377182 -0.0436742 -0.0281781 0.0113839 0.00709507 0.0142017 0.0311304 0.0668355 0.049136 0.0669442 0.00242961 0.00165377 0.0194175 0.0305118 0.0169053 -0.0124629 -0.000509441
internal_weight=19.5652 14.823 4.74226 4.58817 4.50353 3.94779 0.944406 3.00338 2.84702 1.73324 1.48456 1.24627 0.369003 0.205192 0.877271 0.696964 0.333863 1.11378 1.02524 0.285225 0.18029 0.643804 0.477182 14.5796 14.3479 1.55757 1.33951 1.06272 0.64505 12.7903
internal_count=2900 1784 1116 1072 1068 1028 108 920 905 479 412 362 113 101 249 171 147 426 306 129 123 85 75 1767 1744 149 87 69 46 1595
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=0 10 19 6 18 18 3 12 3 17 17 10 10 18 16 19 7 16 18 0 5 8 15 10 7 7 18 5 9 18
split_gain=0.0170234 0.0734568 0.0618502 0.0575185 0.0421957 0.0676552 0.102335 0.067987 0.0610627 0.045376 0.0417659 0.0945758 0.0940708 0.0928694 0.0868548 0.0619207 0.0560029 0.0663767 0.0448685 0.0489752 0.041392 0.0412346 0.0384476 0.0380004 0.0352648 0.105912 0.0960189 0.151484 0.127856 0.124866
threshold=98.615332683000005 78.220689305400015 13.351077205700003 13.400313096150002 15.312071772700003 15.435145470700002 82.979260196300018 200.03640368750004 81.796338618900009 212.33270692945004 201.37020668845003 78.494912034700022 80.468240302450013 17.108018746400003 14.184966829400002 11.650940033400003 26.302865891850004 17.924958083650004 18.645258535250004 107.54101367610001 8.494960530800002 8.2435668022500028 21.073645951400003 104.14280259920001 24.390191290350007 24.575790737200006 14.339258036900002 17.450855014100004 201.2906445504 13.954623666350001
decision_type=2 2 2 2 2 2 2 2 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 20 10 24 -6 7 8 -7 -8 11 -3 -13 -12 15 22 -15 18 -18 -20 -2 -22 -14 -21 26 -26 29 28 -28 -1
right_child=1 3 -4 -5 5 6 9 -9 -10 -11 13 12 14 16 -16 -17 17 -19 19 23 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0031011807351157107 0.024568274594157835 0.083809536676377763 0.019933349540490423 -0.10157950046347393 0.068839415826950787 -0.040007511662778487 -0.10210036569538279 0.054906487070302268 0.037334671901622749 0.0037363750712547045 -0.10100843034215222 -0.081755511090141078 0.012380797547051157 0.06617138705543639 0.066535210543129844 -0.091533573124004564 -0.085280464213061347 0.097401565643635113 0.074826147229515957 -0.10040335495532278 -0.10118239422298353 0.010506130931828721 -0.10133380713822569 0.073348211458382342 -0.053498497025613358 -0.0012513434583062959 -0.10365193720854181 0.049176235224308779 0.063538590373914808 -0.026155279070731886
leaf_weight=10.852316630400219 0.040174309877328951 0.16704191747703567 0.10290418633667286 0.053430688622029154 0.22296393544820492 0.22306995300459675 0.10715266447505201 0.35978207476000534 0.1882074169407133 0.065132574372000818 0.11112957315981464 0.11696091431076638 0.53351610616198286 0.10229623140912736 0.22953675218013814 0.073493400544975884 0.11575324190198444 0.040632744727190584 0.052053943953978887 0.048355684953548916 0.2212259972384345 0.038862334917212138 0.031487638549833719 0.017016827950101288 0.48083232082262783 2.0093622400252116 0.13454787373484467 0.84960707507252664 0.069298517308197916 1.6853758209131218
leaf_count=1115 18 11 27 13 18 20 34 43 24 25 74 45 375 20 33 29 94 6 17 101 98 24 27 29 56 228 66 78 5 147
internal_value=-0.000101762 -0.00861193 -0.0469722 0.000524686 0.000932363 0.0192988 0.00758958 0.0231585 -0.00461443 -0.0620887 0.00385268 0.0142333 0.00243408 -0.0206914 0.013778 -0.005188 0.00303998 -0.0205459 -0.0410988 0.00245325 -0.0699017 -0.0844939 0.00604349 -0.0551749 -0.00039967 -0.0113398 0.00160479 0.0306017 -0.0468147 -0.000831611
internal_weight=19.3435 2.09587 0.403167 1.69271 17.2476 1.16631 0.943345 0.771059 0.411277 0.172285 1.63927 1.15204 0.984995 0.487238 0.868034 0.638497 0.376109 0.273812 0.23318 0.117426 0.300263 0.260088 0.565004 0.0653725 16.0813 2.49019 13.5911 1.05345 0.203846 12.5377
internal_count=2900 1041 167 874 1859 164 146 87 44 59 861 520 509 341 464 431 267 247 241 147 140 122 402 130 1695 284 1411 149 71 1262
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=6 15 6 3 10 16 6 5 6 16 19 16 10 12 16 18 0 8 15 18 13 10 2 16 10 16 17 3 16 3
split_gain=0.0154008 0.0602361 0.037424 0.0389409 0.0414817 0.0672322 0.0450735 0.028294 0.0233826 0.0307425 0.0620931 0.0447744 0.0469294 0.0449941 0.0669089 0.0663051 0.0425031 0.0689334 0.101022 0.0592278 0.0670571 0.0583831 0.0394615 0.0596913 0.0383298 0.0377705 0.128731 0.109612 0.100974 0.074635
threshold=5.0951190466500007 17.382777826050003 4.3151008216500015 75.559115756250023 87.33187390945001 9.6249774926000011 1.8100422913500003 10.293758831600002 5.6401317807500009 13.534968349350001 11.850956171350001 13.039969506900002 86.162394622750014 247.01970978410003 12.644970430600003 17.327266398450003 98.615332683000005 7.3442686056500008 23.304416445750004 16.366336611050006 102.47595855830001 75.465019721650009 81.219375828750017 17.654958715000003 75.922057603850007 18.594956516900002 197.84582410835003 83.511574906150017 18.484956774100002 85.54673771085001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -3 -2 11 -11 12 13 14 15 -10 19 -18 -19 20 -12 25 -20 24 -24 26 28 -27 -22 -29
right_child=8 7 -4 -5 5 -7 -8 -9 9 10 16 -13 -14 -15 -16 -17 17 18 22 -21 21 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=0.072992255256215097 0.037638957091438302 -0.10060167860332243 -0.10051817687097644 -0.10037433814246033 -0.10030499152654185 -0.1009800225708662 0.058148826211199517 0.050155453495788198 -0.091622984965837914 0.038173676393622041 -0.057987780367453924 -0.10180075922176385 -0.10095665296816432 0.024427446543543271 0.072088050440057339 0.034575165007174433 0.033721954200043994 -0.081153639823528773 0.065653623226267041 0.049330275088154629 0.0027189569247992951 0.03805014794801382 0.023512251243917464 0.035508876806357434 -0.1007570957640805 0.061088101812937889 -0.10079202390529347 -0.033886563626375842 -0.091173876222196054 0.0018375157089230464
leaf_weight=0.10693504992468916 0.16660152346594514 0.09877015610163653 0.032169048532523448 0.027843459596624598 0.021396332605377211 0.052538426669343608 0.11152305134658036 0.014244498699554242 0.15534008336867344 0.43344613719546288 0.19583363979451007 0.062480272666107339 0.054771253458909541 0.27524422960823358 0.048774180162581615 0.056877155569964088 0.16612368889036488 0.2917888845950074 0.072410670720273629 0.24887725596090504 1.3352451306022892 0.41186277411179695 0.034348755443716072 0.10772138350876048 0.089474930147844134 0.30274770292453368 0.15640549082581845 0.61174254603974887 0.12528315147574165 13.287034138211196
leaf_count=35 44 186 38 22 105 66 81 7 154 64 37 26 149 63 14 15 31 102 9 25 292 35 13 20 57 21 69 88 42 990
internal_value=-0.000104498 -0.0180729 0.0023 0.0126285 0.0233893 -0.00521173 0.0326422 -0.0816001 0.000342941 7.50478e-06 0.000786538 -0.0212961 -0.0127852 -0.00377938 -0.0335266 -0.0578001 -0.00014283 -0.0232406 -0.0391246 0.000912486 0.000178894 0.000880728 0.00122212 -0.0189274 -0.0662847 -8.70463e-05 -0.0145686 0.00156177 -0.00533511 0.000265151
internal_weight=19.1559 0.46542 0.352405 0.320236 0.292393 0.185458 0.132919 0.113015 18.6904 18.5238 17.8703 0.653487 0.591007 0.536236 0.260991 0.212217 17.4369 0.761868 0.595745 16.675 16.4262 16.2303 0.303956 0.231545 0.123824 15.8185 1.61693 14.2015 1.46053 13.8988
internal_count=2900 540 347 309 287 252 186 193 2360 2316 1895 421 395 246 183 169 1831 232 201 1599 1574 1537 99 90 70 1502 403 1099 334 1078
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=0 9 6 8 18 7 7 6 4 4 6 2 6 12 0 6 7 3 17 3 9 18 17 2 6 7 9 2 18 18
split_gain=0.0156263 0.0610249 0.145288 0.0977373 0.0766171 0.0951388 0.104064 0.0649048 0.0704298 0.0624672 0.0511761 0.0924462 0.0839159 0.129224 0.0542403 0.0670524 0.0516911 0.0386083 0.0516546 0.0463307 0.123291 0.0465443 0.111928 0.168378 0.0849961 0.0607447 0.209277 0.128607 0.110859 0.253378
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 13.400856420150001 22.708075280250004 22.477322886550002 22.585527707250005 186.12253940095005 375.86663358980007 16.665389384150004 121.41360778140002 16.575387281250006 98.870599058600007 85.509099297050014 16.505385645700006 19.617375644250004 93.770731131900007 187.45953903175004 93.58791597905001 194.46727572990002 13.278511569200001 184.59783591905003 157.69206214580001 16.475384944750001 23.195026784100005 189.54401862130001 139.80186571705002 13.482409244300003 13.5308213324
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -4 10 12 -12 13 -1 15 16 -15 19 -19 21 -21 22 -2 24 -24 26 -23 -28 -27 -30
right_child=17 2 4 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 25 23 -25 -26 28 27 -29 29 -31
leaf_value=-0.10343291957212271 -0.024462966760358001 -0.10268859289488169 -0.08896987061134784 0.10002018173076375 0.045197041936620164 -0.10296230345798374 0.064656073443259451 0.032262998752675257 -0.0032741004792057439 -0.10117192246812368 0.048596696014989525 -0.10269968584652288 0.080616494707686517 0.06803520182797293 0.078584627814575467 -0.050536157333038692 -0.035704022661359358 -0.0061517833451997361 0.04452482067187058 -0.061954716280672645 0.029219003280980416 0.016262324309662561 0.076772588260411057 -0.02263827300284604 0.01928059999551953 0.039655729481095116 -0.01410885001363707 -0.077289881410510811 -0.10759325999448871 0.0016277152176993959
leaf_weight=0.10132148590394086 0.52637483080161418 0.19389997956318428 0.20878158421783133 0.10697487621655455 0.21237155907431315 0.12380353563912649 0.15378992400837888 0.12924880208447576 0.17738741837450789 0.058135333497091324 0.066053043472450668 0.10393224754398034 0.1620246539805521 0.15574197829573677 0.12141920856390698 0.14840843420097372 0.0694511754212499 0.35995521416771303 0.45587423351753387 0.38468230994112751 0.24138403129700237 1.1139805490229258 0.57692887471057452 0.44001636586472148 0.4639329263009131 0.72919410071335633 0.70934011831104704 0.59026856621494517 0.21706016268581052 9.8962245729780971
leaf_count=20 49 40 44 10 34 29 18 8 28 36 59 128 22 23 14 21 46 20 27 42 28 255 35 25 22 27 33 31 8 1718
internal_value=-0.000113109 -0.00785457 -0.0234328 0.00923119 -0.00814732 -0.0224332 -0.00753525 -0.0290756 -0.0496054 -0.000613985 0.00568316 -0.0439088 0.016799 -0.000540017 0.0205202 0.00164951 0.0360413 0.000949386 0.0221656 -0.000139946 -0.0268021 0.000953674 0.0151447 0.0292232 0.0511473 -0.00119516 -0.0155428 -0.042805 0.00199869 -0.000716481
internal_weight=18.998 2.29275 1.19928 1.09346 1.00538 0.793011 0.669208 0.515418 0.386169 0.986488 0.928352 0.169985 0.758367 0.596342 0.495021 0.373602 0.225193 16.7052 0.815829 15.8894 0.626066 15.2633 2.00725 1.48088 1.04086 13.2561 2.41359 1.29961 10.8425 10.1133
internal_count=2900 580 201 379 161 127 98 80 72 369 333 187 146 124 104 90 69 2320 47 2273 70 2203 131 82 57 2072 319 64 1753 1726
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=19 5 17 16 7 7 14 2 12 4 9 12 17 17 12 3 12 17 10 13 10 15 12 2 7 0 10 10 10 14
split_gain=0.01637 0.0369899 0.0237249 0.12775 0.0976268 0.109129 0.0681337 0.0959924 0.0640196 0.133221 0.102118 0.0942182 0.0567129 0.102753 0.0650339 0.0703202 0.0629974 0.0554686 0.110173 0.146022 0.121936 0.0614251 0.0531805 0.049805 0.0413498 0.0701962 0.0392882 0.0602139 0.0449418 0.0383681
threshold=14.651182102100002 22.334016245700003 201.37020668845003 22.644947046300004 24.785467646950003 24.891451065550005 208.95018571190005 150.25462338360003 114.86856072930001 208.43801132360002 204.42645579255003 305.60534805505006 205.32027903760002 206.02826764000002 388.37449534025006 82.979260196300018 327.98456567570003 198.29010168345002 62.837331883000012 112.36141910395001 62.132955852800002 28.129673635100001 195.51336019310003 246.07003578810003 25.543847821650001 101.47316367565001 73.365333921800001 76.220476456350013 80.468240302450013 261.19444283080003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 4 8 -6 -7 -8 -4 -10 11 -11 -9 -14 15 16 22 -1 20 21 -19 24 29 -17 -20 -26 -24 -28 -29 -15
right_child=1 -3 3 -5 5 6 7 12 9 10 -12 -13 13 14 -16 23 -18 18 19 -21 -22 -23 26 -25 25 -27 27 28 -30 -31
leaf_value=-0.0014131122993393259 0.040885775400355644 -0.0039319795636986342 -0.10286366787941847 0.078394478759326383 0.063871966234757216 -0.068207573821515474 0.05343761533441313 -0.070513038111787704 0.046816675510482172 -0.10556080544065825 -0.0060219360040438775 -0.0093022912851223882 0.097966919271828642 0.029422219211017377 0.066977803923029794 -0.10519728864621936 -0.10066802701609086 0.025981876393701944 0.045858861776281595 0.064397957466541741 -0.061366359899046902 -0.046438437706222371 0.10077829362878432 -0.02042039545357496 -0.10220323544370372 0.041010384919365872 -0.10123818172826189 0.054709875423850265 -0.026381261517019413 -0.10174050249208728
leaf_weight=12.880960051853497 0.30948511591486649 0.45474335236212937 0.12659307142894238 0.1604202112648635 0.24134607764426608 0.16952676739856531 0.26286488217738213 0.15155241665979691 0.19578843924682565 0.32657409226976597 0.380149321994395 0.14766235698607488 0.088578496375703031 0.0338088019634597 0.088107264224163373 0.14439175035295193 0.059114461249464512 0.32330587639387331 0.24184353315649765 0.70165386470034719 0.31604375899769366 0.21035909915372031 0.057942427694797516 0.13324615195233491 0.06161006168986205 0.076998872694275633 0.041472472716122866 0.20139865177043248 0.10345043766483286 0.06552926604035747
leaf_count=1933 22 39 18 21 12 46 67 80 16 49 37 19 6 10 27 23 48 27 40 29 15 35 3 27 10 42 15 33 108 43
internal_value=-0.00011681 0.0142176 -0.000725669 -0.00856351 -0.013184 0.00118764 -0.00826194 -0.0011626 -0.0356841 -0.027586 -0.0446359 -0.0755889 -0.0134445 -0.00494048 -0.0147582 -0.0233279 -0.0030088 0.000956701 0.0167581 0.0335545 -0.0171962 -0.00307555 0.00845476 -0.0645105 0.0209006 -0.0226464 0.0245634 0.011812 0.0271916 -0.0571005
internal_weight=18.7565 0.764228 17.9923 3.17952 3.0191 1.84233 1.60098 1.43146 1.17677 1.05017 0.854386 0.474236 1.16859 1.01704 0.928462 0.840354 0.562717 14.8128 1.93182 1.29247 0.63935 0.590812 0.503602 0.277638 0.380452 0.138609 0.404264 0.346322 0.304849 0.0993381
internal_count=2900 61 2839 708 687 548 536 490 139 121 105 68 423 343 337 310 260 2131 198 156 42 127 212 50 92 52 159 156 141 53
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=6 6 6 18 3 18 4 2 17 10 8 19 13 8 16 16 17 7 0 15 13 13 3 5 5 5 10 8 10 16
split_gain=0.0150248 0.0816599 0.042561 0.0604632 0.0701418 0.0675213 0.0565984 0.0511393 0.0432066 0.0385671 0.0385858 0.0494653 0.037492 0.103013 0.0662312 0.0688137 0.0503576 0.044741 0.107745 0.0422898 0.0588893 0.0330942 0.0324592 0.0456173 0.104414 0.0425174 0.111402 0.112813 0.0568432 0.295218
threshold=13.665319288000001 13.775321858200002 12.26528657645 17.327266398450003 82.62976063935001 14.732667293750003 284.07317522340003 69.280267125550012 207.79550897605 64.221887820150016 8.543332867800002 14.151141757350002 98.238948544700023 7.1444245619500011 15.259964315550002 16.554961287300003 187.85189879645003 20.940097048150005 95.590817286200021 24.200063469100005 99.962250206350021 73.376087754350024 81.70761950055001 16.579584939650001 16.892865140250006 17.671168838450004 70.026268923800004 8.2435668022500028 66.697957758300021 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -4 -9 -1 11 12 13 21 16 -16 -14 -17 -19 20 -20 -11 -3 -24 -25 26 -26 -28 -27 -30
right_child=1 22 3 -5 5 -7 -8 8 -10 10 -12 -13 14 -15 15 17 -18 18 19 -21 -22 -23 23 24 25 28 27 -29 29 -31
leaf_value=-0.1019525380582653 0.051808709867093329 -0.044990399039873757 0.02489751561300875 0.057548570668519067 0.04086278191478384 0.078037887366156536 -0.078281887136408684 -0.10143507910893378 -0.0088951281344123497 -0.10068555808946932 0.10071984333727513 -0.10152228164590481 0.0082203566786759729 -0.1008434606582695 -0.072422776247182422 0.081350435493439538 0.078827863016357747 -0.10228199416557926 0.059347805456927555 0.055828243504533762 -0.070271899973875881 0.0030629707652306609 0.032360231902149303 -0.072866269719358681 0.062868601827469103 0.0021907980748180843 0.036753132983517574 -0.050118996177744103 -0.0010721078539813319 -0.10301296028397929
leaf_weight=0.036524423681843277 0.31143031467217852 0.15811086836038057 0.051849885589035583 0.072881877029431053 0.063788680039579049 0.079475567217741627 0.10633492990154991 0.24557124163402477 0.063499857866190723 0.031771472456967986 0.038627635687589534 0.047055369370354927 0.18328886352537643 0.11363348218606006 0.12097027910931502 0.077778956387192011 0.22501412537530996 0.084214451848765748 0.06008357394603081 0.1866860048903618 0.08412715292070061 0.95258299154164661 0.437919809774029 0.19613710869452816 0.38219800777733226 11.080194279190478 0.30196455889381468 0.29603474226314574 2.143517705651433 0.32748539316526137
leaf_count=6 34 32 13 20 22 13 37 80 19 141 2 12 32 186 47 5 24 75 7 42 36 515 30 26 15 1081 26 22 262 38
internal_value=-0.00011588 0.00111489 -0.00669301 -0.0285405 -0.0388175 0.00194147 -0.033608 -0.0670048 -0.0824224 -3.45756e-05 0.00165299 -0.000112745 0.00213797 -0.0106926 0.0159204 -0.00483965 0.0471319 0.0117473 -0.00129415 0.0244076 -0.0162675 -0.000285664 8.46093e-05 0.000554549 -0.000391186 0.000587045 0.0206993 -0.00625222 -0.000867735 -0.0145825
internal_weight=18.5608 15.635 2.92576 0.683402 0.61052 0.249599 0.170124 0.360921 0.309071 2.24236 2.20583 2.16721 2.12015 1.09799 1.02216 0.61386 0.408303 0.49289 0.415111 0.330897 0.144211 0.984354 15.3236 15.1655 14.7275 14.5314 0.980197 0.597999 13.5512 2.471
internal_count=2900 1566 1334 204 184 72 59 112 99 1130 1124 1122 1110 842 268 212 56 165 160 85 43 656 1532 1500 1470 1444 63 48 1381 300
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=12 13 13 0 9 13 6 4 5 17 8 6 7 14 8 4 2 4 8 15 16 5 0 8 3 5 5 0 0 10
split_gain=0.0161873 0.0564459 0.179301 0.0954371 0.0733441 0.0731636 0.0828929 0.0547401 0.161199 0.0537619 0.0410955 0.10856 0.0672973 0.0602108 0.0428271 0.0674868 0.0651155 0.1026 0.037949 0.144576 0.126524 0.0678001 0.23176 0.134065 0.131338 0.127318 0.118921 0.1154 0.107186 0.206239
threshold=92.695913642950003 108.61908538635001 110.04934511175001 96.811377277450006 200.41824001715003 111.42314721645 16.575387281250006 163.60960442095003 20.361635946650004 166.83257850275001 8.9430209551500024 18.080422446150003 21.725272673150005 164.58247045880003 8.7431769115000026 169.78633280640003 100.60547560250002 253.68334227400001 8.6432548896500023 35.645792850250011 22.634947069650003 21.197160116700001 90.437043050150024 8.4434108459500017 88.918064206450012 20.361635946650004 21.377246852200006 89.738043936200015 86.597924839850023 62.55235532115001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -5 -4 -7 8 -2 -9 13 -12 -13 -11 15 -15 -16 -18 21 -20 -21 22 23 28 -23 -24 -26 -28 -17 -30
right_child=7 2 5 4 -6 6 -8 9 -10 10 11 12 -14 14 16 18 17 -19 19 20 -22 24 25 -25 26 -27 27 -29 29 -31
leaf_value=0.059574220520241118 0.088748167779047205 -0.10563659999737925 0.050564033761621857 -0.075666211984284582 0.037848708291588477 -0.052349697334015115 0.01576644256805787 -0.048712167995635325 -0.0159620184140093 -0.076499796626147143 -0.072489048774086753 -0.044174196329418186 0.056631093196079618 0.04235584519404631 -0.019916614469253732 -0.067820569506023332 0.097608370545680626 0.0019631984320624776 0.049154419471828664 -0.086084391192558285 0.0012510813878166306 -0.064866749268933446 0.00012008600359639003 -0.076036688380871117 0.067285876935864436 0.064163591571068074 0.004432605389975394 0.066692031334672594 0.063708817999244494 -0.0465489810635435
leaf_weight=0.26398477739448623 0.26464708521962421 0.20905560751998542 0.19949457587790675 0.13598369520241249 0.097895998430885811 0.35353567940182984 0.36116917753679445 0.22614539934142186 0.33079283911968105 0.098726473283019867 0.26467255163697778 0.10909493771714551 0.16853738884674385 0.37936081649968123 0.20425359485671002 0.28432254053995698 0.21704588914872147 0.23208231848366268 0.2235808359691881 0.34272444040107075 0.32147427175368648 0.23337235592634886 5.3468489617636124 0.6133679207705427 0.36034425012712734 0.32954339552179579 5.2054709862949267 0.31577233658754256 0.32013691736938199 0.360898637624814
leaf_count=29 17 18 13 28 22 25 45 289 28 6 45 21 32 27 12 22 14 32 24 28 22 71 1338 33 15 45 516 20 21 42
internal_value=-0.000122817 -0.00966446 -0.0220874 0.0183635 -0.0281518 -0.00298172 -0.0179279 0.000800477 0.0305771 -0.000296839 0.000390404 -0.026665 0.0170199 0.00134381 0.00184642 0.000728269 0.0268956 0.0481847 -0.000379321 -0.0204004 -0.0438137 0.000950087 -0.00558758 -0.0394782 0.00870672 0.00383814 0.011626 0.00799336 -0.0162498 0.00528031
internal_weight=18.3743 1.62112 1.12326 0.497864 0.23388 0.914199 0.714705 16.7532 0.59544 16.1578 15.9316 0.542305 0.277632 15.3893 15.2906 14.6372 0.653382 0.449128 14.2579 0.88778 0.664199 13.3701 7.25512 1.57873 6.11496 5.67639 5.88159 5.52124 0.965358 0.681036
internal_count=2900 180 101 79 50 83 70 2720 45 2675 2386 98 53 2288 2282 2224 58 46 2197 74 50 2123 1501 118 622 1383 551 536 85 63
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=17 7 12 17 17 7 9 18 14 7 4 12 8 17 3 15 18 17 2 18 8 13 7 18 17 12 19 0 7 9
split_gain=0.0161357 0.0778168 0.0739029 0.183332 0.120682 0.126333 0.121614 0.101904 0.100292 0.129912 0.0758386 0.0719716 0.0635434 0.0648758 0.0775383 0.281951 0.195145 0.13906 0.100946 0.0989972 0.0859013 0.0778419 0.0693495 0.129744 0.115937 0.119381 0.393858 0.214245 0.167101 0.130039
threshold=188.07781354100004 22.580174331950005 114.86856072930001 194.58701840130001 199.55131508320002 23.669449516850005 202.13708171315002 13.987466292050001 195.11843500090001 22.638073512250003 162.32075757215003 121.97235442175001 8.9430209551500024 188.73286619890004 93.308316333450009 41.657300687350009 13.278511569200001 192.00356210945003 198.05499231840002 13.650870338750002 8.7431769115000026 117.69263157665002 22.862300195000003 13.373311100250001 191.89151741935004 177.99439387375003 13.651101412550002 93.972365491700018 24.815630185550003 199.21354841250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 -5 11 -10 -3 -4 13 -11 16 -16 -15 -17 -19 -20 21 22 -18 -24 -25 26 27 -26 -29 -27
right_child=1 2 8 4 5 6 -8 -9 9 12 -12 -13 -14 14 15 17 20 18 19 -21 -22 -23 23 24 25 29 -28 28 -30 -31
leaf_value=-0.0050018261090246582 0.031690091567139346 -0.025363847136679076 0.0050372831829188277 0.074988463109179671 -0.10638557839164753 0.05848011728154924 -0.056098947437868488 -0.0055637076109341516 -0.096880362445780799 0.047121058025723167 -0.094827348213429946 0.068485951940298093 -0.047014332321569735 0.079410847377990867 -0.094972316652163893 -0.075045248642604034 0.059823929900421638 0.062220382088638594 0.030655123673681669 -0.06714228641121793 0.07467950129388902 0.072880022021787144 -0.054557296773201459 0.039794754547405983 0.077613705263591473 0.02737042568183766 -0.092566684504103269 -0.10412107324049701 0.0088963011291008122 -0.0086097075744891016
leaf_weight=4.9214964306966094 0.81234332292183253 0.29479538003943062 0.33418514763616158 0.31019018311053492 0.15544472601050074 0.18472858425229788 0.1858133543501026 0.31810579657394555 0.13570430988693161 0.32168815846534649 0.33667251939868947 0.38444557203911245 0.2612207694128309 0.33946276176720669 0.37074248842873181 0.16922095720656216 0.18175796614377748 0.37964645140982611 0.25858615506751903 0.17259146497099209 0.15867846552282561 0.14487614738754917 0.45202221884392191 0.68404025596555573 0.32511895844800143 1.6120435172147152 0.58201384369749576 0.17872559126044507 0.4881249852160181 2.6652860006063293
leaf_count=1176 123 26 24 12 11 15 37 28 12 25 37 19 42 12 39 30 18 28 31 21 16 8 14 81 26 352 40 26 150 421
internal_value=-0.000114987 0.00170726 -0.000259189 -0.0190789 0.00461999 -0.0307195 0.00102287 0.034205 0.00291126 0.000288146 -0.0623989 0.0389804 0.00164115 0.0029812 0.00143155 -0.0206909 0.00525671 0.00740917 0.0246176 -0.00849115 0.0018881 0.000308879 -0.00115766 -0.00274394 0.000839771 -0.00371421 -0.0272608 0.0110559 -0.021394 0.00495052
internal_weight=18.1198 13.1983 12.3859 1.78575 1.15428 0.525987 0.370542 0.628296 10.6002 9.88155 0.631468 0.718631 9.74585 9.48463 9.16294 1.35079 7.81215 0.980045 0.810824 0.431178 7.47269 7.31401 7.16913 6.98738 6.53535 5.85131 1.57398 0.99197 0.666851 4.27733
internal_count=2900 1724 1601 166 103 63 52 40 1435 1392 63 43 1380 1338 1313 149 1164 110 80 52 1152 1136 1128 1110 1096 1015 242 202 176 773
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=8 5 17 10 17 7 9 9 3 12 10 0 3 18 18 16 14 10 5 5 17 3 6 19 7 7 15 6 5 17
split_gain=0.0171146 0.0567454 0.0424244 0.0384702 0.0241634 0.0522459 0.0178457 0.0626716 0.0492832 0.0483495 0.0831969 0.0604786 0.0678579 0.0761689 0.0567796 0.0534033 0.0517202 0.0654963 0.0669201 0.0508567 0.0481939 0.0476452 0.0445709 0.0422077 0.0402518 0.039624 0.0993425 0.100367 0.0912623 0.129074
threshold=1.6487133604500002 8.494960530800002 201.37020668845003 90.988176966900014 195.44378352670003 26.113553071150005 184.56123852025004 181.61255275325001 76.220476456350013 197.02116758845003 72.187789260650007 93.577162146500015 93.82450029455002 12.933745112000002 12.810573245550001 19.304954856600002 293.38041786300005 79.535345331150026 18.725555412050003 20.102686929350003 242.64190980425005 93.458869988800004 16.435384010100005 14.451165964200003 19.617375644250004 23.124786352450005 43.938093326450009 15.785368822600002 21.893521430150003 189.46592532740002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 10 11 12 21 14 23 16 -11 18 -18 -20 -8 -2 -9 24 -14 26 27 -10 -29 -30
right_child=6 -3 -4 -5 -6 -7 8 22 25 15 -12 -13 13 -15 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10027508584379957 -0.019294774499928821 -0.10091793505297697 -0.10037902055303004 -0.10036811795384529 0.060348063656578944 0.024491494902377856 -0.1004803509307487 0.071253144871531601 -0.045316201116586866 0.065577668115802693 -0.10073109029101963 0.074472682932930565 0.0042317037336379454 0.062794055719857467 -0.10363670061400539 -0.058171645879065016 -0.10071445516104729 0.053660170240513817 0.076470067196635266 -0.012135813796683744 0.027058125268411861 -0.10279368685591111 0.0088936817159589072 0.095696850697743002 -0.10233429457924026 0.0030314102065806766 -0.066997955111222599 0.018835619444039612 0.0070706066780576492 -0.045214027114587871
leaf_weight=0.041953706870120011 0.16833781165314921 0.071758197660528822 0.040610058520769599 0.02990937332390331 0.09490638502757065 0.16780518705218128 0.094490251273497416 0.24075315350819426 0.52557367389090259 0.21648340631691076 0.10214161752674045 0.085614731986424886 0.18870256692662224 0.16867466949743459 0.064816793222803426 0.089492407574880417 0.07063063063469599 0.23332577838391444 0.079589588183353044 0.34806339951717291 0.043162624976503139 0.11503686738433316 0.21876492321916885 0.03977522742934525 0.043641715714329621 10.29462802904345 0.27047648530486856 1.6494534798212046 1.233427669386401 0.76501161346095603
leaf_count=86 40 47 118 134 38 42 187 26 23 46 113 11 137 46 18 22 35 57 19 115 36 11 18 4 45 1072 94 100 104 56
internal_value=-0.000121384 -0.0194426 -0.00385954 0.00785582 0.0184803 -0.000462968 0.000376336 0.00824094 -0.000931509 0.000638804 -0.0153293 -0.0053555 -0.0140179 0.00793737 -0.0195246 0.0156705 0.0226407 0.00993558 -0.0105389 0.00435444 -0.0604892 -0.0531914 0.0415654 0.000510265 -0.0157848 -0.000375262 -0.008267 -0.00446073 0.00142556 -0.0129442
internal_weight=17.797 0.446943 0.375185 0.334575 0.304665 0.209759 17.3501 2.47385 14.8762 2.01433 0.976742 0.8746 0.788986 0.505611 0.336936 1.03759 0.948093 0.731609 0.498284 0.427653 0.137653 0.283375 0.459518 0.27212 0.232344 14.7386 4.44394 4.17347 3.64789 1.99844
internal_count=2900 465 418 300 166 128 2435 763 1672 719 425 312 301 250 204 294 272 226 169 134 223 51 44 186 182 1449 377 283 260 160
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=19 5 2 12 8 9 2 9 9 8 17 17 8 9 17 4 4 8 2 2 9 0 9 2 16 5 4 4 4 6
split_gain=0.0155837 0.0302624 0.0217347 0.0819952 0.0291445 0.0856238 0.0669876 0.085018 0.085571 0.0431781 0.0271965 0.0881814 0.113995 0.0844713 0.0618862 0.0718908 0.0647173 0.0634161 0.0632834 0.0970109 0.053668 0.0821391 0.0479012 0.0520411 0.0420499 0.0382309 0.0361981 0.078991 0.0892263 0.0367429
threshold=14.651182102100002 22.334016245700003 50.734033752200013 78.909246879600019 8.8430989333000021 226.28914430085004 151.19096455890005 208.21354399485003 213.79200485395003 8.7431769115000026 183.58889821140002 182.28951942140003 8.4434108459500017 66.290220196950017 169.61846646075003 209.70837459660004 178.01822304010003 7.8438787148500007 86.011634045550025 111.23922738415001 65.407743180450012 71.249517373150013 63.748083991300007 234.61110956795002 13.624968138900002 21.072315829300003 158.04546874885003 161.23541642690003 163.60960442095003 16.535386346650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 6 7 -6 -9 10 11 12 13 20 17 16 -16 -15 -18 -20 21 -5 23 24 -23 -25 -12 -28 -29 -30
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 26 -13 -14 14 15 -17 18 -19 19 -21 -22 22 -24 25 -26 -27 27 28 29 -31
leaf_value=0.020493917371006285 0.038831904213978446 -0.002687718918610468 -0.074575683475243112 -0.10309125432503229 -0.076625147114903619 0.061394800890443607 -0.10225986362669669 0.079171935036518148 -0.031689784395259192 0.028710680699353064 0.02998567170522309 -0.056273078642496491 0.082402050776245878 -0.017815640015323996 -0.072951090387596604 -0.088633884716679157 0.098890779231482442 0.096383304610374684 -0.10369359962968211 0.075426245727464911 0.081058707535164809 -0.083750455089535936 0.096201042761452818 0.06893749310483388 0.003726451361641442 -0.010997221174559068 -0.049341839831557224 0.070315141882199936 0.0020449654901565362 -0.016332760304133043
leaf_weight=0.46868381231252598 0.29600364081852504 0.43138872133567929 0.15149117043620464 0.064088741672093663 0.16127068024070546 0.10631662009109277 0.12139460772414168 0.11863024482863693 0.16854398210853105 0.51425682639092052 0.41556900227442284 0.36128309338403131 0.14661547692958254 0.22218150000448134 0.12631073436932638 0.2609864599422167 0.065554338752917829 0.062251023769476888 0.067043905000588211 0.055075554855648079 0.10614948072179686 0.085903701796610221 0.066352691585052526 0.15197983196117093 0.15250943266164541 0.098684982338454574 0.31643668285687354 0.18430580405401897 10.884726826810718 1.2087096228510734
leaf_count=34 22 39 23 20 18 20 33 19 31 44 34 66 11 252 19 102 7 12 21 28 11 112 11 57 35 13 23 14 1687 82
internal_value=-0.000123826 0.0142082 -0.000740205 -0.00134539 -0.000664508 -0.0209905 -0.0363613 -0.0185225 0.0141066 0.000215529 -0.000754748 -0.0113347 -0.00195913 -0.00976234 -0.0309753 -0.0498493 -0.0176113 0.00717799 0.0196343 -0.022911 0.01536 0.00410302 0.0164717 0.00565491 -0.0277927 0.0374678 0.000947318 -1.08584e-05 0.00126056 0.000208156
internal_weight=17.6407 0.727392 16.9133 16.4446 16.2931 0.676156 0.56984 0.448445 0.287174 15.617 15.1027 2.09297 1.73169 1.58507 0.859404 0.574971 0.313985 0.284433 0.187674 0.122119 0.725669 0.619519 0.555431 0.489078 0.238413 0.250665 13.0097 12.5942 12.2777 12.0934
internal_count=2900 61 2839 2805 2782 121 101 68 50 2661 2617 777 711 700 441 177 75 264 56 49 259 248 228 217 147 70 1840 1806 1783 1769
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=16 13 3 9 7 13 9 18 7 7 15 8 13 13 18 7 6 9 19 8 6 18 6 6 6 13 0 17 9 6
split_gain=0.0155712 0.0776524 0.0696321 0.102484 0.0800854 0.063801 0.0548316 0.0701944 0.0866879 0.104793 0.0717053 0.065321 0.0476251 0.147902 0.0623563 0.0812197 0.146354 0.0864311 0.0869096 0.156042 0.149461 0.0453417 0.0445289 0.0907712 0.147287 0.105737 0.0946992 0.0940773 0.106867 0.0849401
threshold=22.624947093000003 117.70876232545002 93.308316333450009 197.19111486365003 24.252468908850002 117.54207792135001 186.67271206880002 13.400856420150001 22.832271203950004 22.535351262400003 40.452545866750008 8.7431769115000026 117.38883580790001 117.30011668960002 13.809421053700001 23.699538637550003 16.375382608200002 197.58039077460003 14.451165964200003 8.4434108459500017 16.435384010100005 12.933745112000002 15.785368822600002 16.405383309150004 16.525386113000007 114.65467388920001 88.576630023850015 200.07083195085002 204.42645579255003 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 12 3 -2 -5 -4 21 8 9 11 -11 -8 13 22 15 16 -14 18 19 20 -18 -7 29 27 -25 -26 -27 -24 -29 -1
right_child=2 -3 5 4 -6 6 7 -9 -10 10 -12 -13 14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-0.0010778176164510571 0.068412154314276788 -0.082819436774135127 -0.061926445958480104 -0.012601549132059124 0.044668774870622825 -0.0050793614455699717 -0.060538659762759739 0.024643849941902683 -0.07441851097636025 -0.0093939512155487865 0.07684938717697351 0.0024030829856363446 -0.086630448832093268 0.071709308862246288 -0.051251937501971837 0.030812228732567899 0.020374607613199928 -0.042213168461996381 0.032651697189373684 0.039257064859789699 -0.085629850226695975 0.051085070648727672 0.066468222326560522 -0.077817034192012663 -0.055349973883606442 0.0098701951855695736 0.1009647208842956 -0.044666075378655926 0.043043709304783906 -0.053338180403865489
leaf_weight=7.5240215285153305 0.36849394114687983 0.11708021138247282 0.18050178775865822 0.70219775167060994 0.37433655111817643 0.25691513849596992 0.36913695696284754 0.4573346391916856 0.24554489545971581 0.19586122606415302 0.18985301205975702 0.29798290958569851 0.25069838077183915 0.29800134677134416 0.35467177194004751 0.47771725978236634 0.21088276857472033 0.49576488451748435 0.68000982662863407 0.33781019173329696 0.36018776586297463 0.32629562340662233 0.48076372941764611 0.23306703400157835 0.1779798575224163 0.46718563929385937 0.15100662689656019 0.23842021738528274 0.33284907475172076 0.32441526908087315
leaf_count=1854 24 59 37 31 35 22 27 41 35 16 24 42 22 18 38 19 13 35 44 20 40 28 45 28 145 86 6 15 35 16
internal_value=-0.000116611 -0.00173339 0.00539405 0.0228936 0.0073127 -0.00464287 -0.000222124 -0.00904669 -0.0209137 -0.00843514 0.033056 -0.0324244 -0.00102467 0.0022937 -0.0117387 -0.0067569 -0.014442 -0.0057607 0.00561319 -0.0146166 -0.0464849 0.0263436 0.000210461 0.0132145 -0.00789924 0.0125681 0.032122 0.0338709 0.00643788 -0.003238
internal_weight=17.477 13.5125 3.96445 1.44503 1.07653 2.51943 2.33892 1.75571 1.29838 1.05283 0.385714 0.66712 13.3955 10.2277 3.16774 2.81307 2.33535 2.08466 1.58889 0.908881 0.571071 0.583211 9.92971 2.08127 1.02924 0.796172 0.618192 1.05203 0.571269 7.84844
internal_count=2900 2538 362 90 66 272 235 185 144 109 40 69 2479 2248 231 193 174 152 117 73 53 50 2230 360 265 237 92 95 50 1870
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=7 7 7 3 3 0 2 0 18 18 2 15 6 15 10 16 17 17 12 5 7 18 2 5 7 7 18 18 2 12
split_gain=0.0165608 0.101217 0.0695006 0.0561169 0.100478 0.0848331 0.0772196 0.0666197 0.0615541 0.0940384 0.155115 0.23633 0.119698 0.076778 0.0641538 0.0558843 0.0541341 0.055764 0.0539373 0.115867 0.0623173 0.054319 0.0513341 0.0504826 0.0486529 0.193491 0.0642922 0.105752 0.104335 0.204602
threshold=24.390191290350007 24.575790737200006 24.292705381350004 82.511468481600005 82.866344954800013 97.671683879200017 219.74617996645003 95.590817286200021 14.445615684650003 13.954623666350001 73.935594769650024 30.505324983850006 16.245379570700006 33.202295547750005 68.579878449600017 12.024971880400001 199.41622983390002 188.84204146815003 266.39085111275006 24.038949512150001 23.539316666200005 13.878370392300001 266.28898953815008 34.084463989350006 23.856905110850004 23.789355599150003 13.512826932300003 13.415872650200003 105.39281967610002 194.62888214220001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 3 5 -5 -1 -7 8 9 18 -11 14 -13 22 -12 -8 17 -2 21 -20 23 24 -10 -21 25 26 27 -6 -28 -30
right_child=1 -3 -4 4 7 6 15 -9 13 10 11 12 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.082315015970324035 -0.017511436666787113 -0.00033738115615982264 0.039308743894332143 -0.072841655469997574 0.0010451775469924919 -0.065256798689161052 -0.035816784153359385 0.059860318058194084 -0.052205711667615042 -0.10429366810511653 0.00068658224616034225 -0.095040400366862704 -0.01326306903650154 0.089877381517819377 0.080206949263416469 0.072279981004429908 0.00091876858050460449 -0.10479196861544988 -0.10244863669705601 -0.10120693701595807 0.039369641168079166 0.038120619459121263 0.082089239614859796 0.028875420821596109 -0.030443504265599799 0.095947683368868442 0.021249829789178599 0.046007771607297326 -0.091898238787514852 -0.0022073497437773578
leaf_weight=0.20590214341427859 0.11532515694852818 4.250219057719562 0.47506385146698527 0.1922736257838541 5.7296171889715346 0.11584271752553832 0.071934047005925095 0.18327063436663671 0.094792970368872242 0.21630286871004401 0.17099082032200363 0.2976580701651983 0.44894044362990826 0.16380052152089775 0.24946995672371486 0.14270456081248994 0.14488308679574402 0.20040802878975228 0.15487369912375548 0.077786960775426905 0.18968704075814458 0.42274359948805873 0.040677595800843847 0.048394069248274718 0.4543304270628149 0.21879536053165782 0.48684210415022722 0.57565964035529749 0.39604723242155138 0.71083441030350514
leaf_count=13 17 1265 44 16 741 78 27 26 61 22 24 26 33 10 36 35 27 33 34 45 21 24 17 21 21 8 29 45 38 63
internal_value=-0.000107975 -0.00516288 0.0017917 0.000313858 -0.00115781 0.0319315 0.000540762 5.85236e-05 -0.000924583 -0.00215872 -0.0265124 -0.0120964 -0.0458665 0.0438145 0.047868 0.0360524 -0.049689 -0.0729118 0.00140048 -0.0315967 0.00314286 0.00312736 -0.0118811 -0.0513166 0.00140163 0.00318392 0.000614444 0.00515018 -0.0173304 -0.0342992
internal_weight=17.2461 4.71084 12.5352 12.0602 11.5238 0.536383 0.330481 11.3315 11.1482 10.849 1.38336 1.16706 0.746599 0.299271 0.420461 0.214639 0.460616 0.315733 9.46561 0.470742 0.315868 8.99487 0.135471 0.126181 8.57213 8.1178 7.899 6.30528 1.59372 1.10688
internal_count=2900 1342 1558 1514 1361 153 140 1345 1319 1231 141 119 59 88 60 62 77 50 1090 121 87 969 78 66 945 924 916 786 130 101
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=17 9 7 18 0 13 15 18 8 3 2 16 0 3 9 3 10 0 16 18 3 0 10 18 0 5 6 2 5 5
split_gain=0.0176377 0.0442037 0.0236317 0.0509942 0.0368967 0.0546915 0.0557604 0.0708214 0.0357346 0.0318841 0.0937495 0.0658943 0.040414 0.0691774 0.0662684 0.0430117 0.0595695 0.0404405 0.0427096 0.0357974 0.0497708 0.124872 0.0425352 0.0869899 0.0759159 0.0995581 0.0685418 0.17255 0.0738975 0.141694
threshold=159.06578391905001 58.059373288650008 20.778835947700006 12.327130025600001 75.309089150100007 116.20860268865 20.742056627150003 11.639306137250001 9.5425530862500008 94.92945658615001 122.26439358135001 22.724946859200003 85.716110573100011 94.319176590550015 186.14781787895004 93.82450029455002 61.86411003975001 85.656964494200011 22.634947069650003 12.777826849750001 93.58791597905001 85.807518149550006 62.041548276350007 12.903279561150002 86.036037090600004 23.234643166550004 16.455384477450004 153.92068653480001 21.850554661550003 22.382291025900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 -7 -8 9 11 -11 12 13 14 -5 16 -14 18 -16 -18 22 -22 -21 -24 -25 26 28 -28 -26 -30
right_child=2 -3 3 8 -6 6 7 -9 -10 10 -12 -13 15 -15 17 -17 19 -19 -20 20 21 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.066844687821757384 -0.10098365995433618 -0.10176432688386955 -0.075807631436979106 0.0020151522372793386 0.03161465147452213 -0.10387581744623475 -0.062305825699551023 0.058265153764523771 0.045379635761606321 0.043855327855408563 -0.10252740592830144 0.037547915578865006 -0.068600901992645597 0.031305157931304783 -0.10132592096099727 0.038957778058314178 0.045326412396404586 -0.10209367569309012 -0.0067796859232262851 0.014134441668385256 0.020701771201192262 -0.064141237969197226 -0.08267109733143195 0.086851764964413949 -0.00030159235341857375 -0.052771567511893186 0.0040906107136163706 -0.082754732651270313 0.078507823303231875 -0.00016349704927789526
leaf_weight=0.022569992603282851 0.055469696720993222 0.049982476658954056 0.090095878301371779 0.2431106487196012 0.56073695023042092 0.038748812694620938 0.067105382343015663 0.17778257922782359 0.16897833507073379 0.074086991232776067 0.10685006827191046 0.44527027751610226 0.12923100030456858 0.18078049489304249 0.069865424879935745 0.2743722869781785 0.1691769624594589 0.16502304855748662 0.15113766587467126 1.9327754512778454 0.30950460664826174 0.39469390674548777 0.13187846228174649 0.097560249269007637 8.5111575267838973 0.36954907809558868 0.69850209058904578 0.34021211933577433 0.36091180381208765 0.62608210924861396
leaf_count=36 81 84 22 32 149 7 33 66 28 17 49 31 11 17 32 19 10 27 33 103 18 62 10 4 1719 43 40 35 36 46
internal_value=-0.000112359 -0.0493126 9.83528e-05 -0.000786258 0.0158676 -0.0101712 0.00758861 0.0252257 -0.000362508 -0.000852279 -0.0425891 -0.000368218 -0.0014822 -0.0232152 -0.0388814 -0.000255205 -0.00101981 -0.0646372 -0.0366685 -0.00039339 -0.000954984 -0.0268516 0.000440447 -0.00193633 -0.000968753 -0.00175433 3.49511e-05 -0.024354 0.00270212 0.0286041
internal_weight=17.0132 0.0725525 16.9406 16.0408 0.899843 0.339106 0.283637 0.244888 15.9507 15.7817 0.180937 15.6008 15.1555 0.809917 0.629137 14.3456 14.0712 0.386026 0.221003 13.942 13.7728 0.704199 13.0686 11.1359 11.004 10.9064 10.5369 1.03871 9.49815 0.986994
internal_count=2900 120 2780 2444 336 187 106 99 2422 2394 66 2328 2297 141 124 2156 2137 92 65 2126 2116 80 2036 1933 1923 1919 1876 75 1801 82
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=6 6 10 10 12 12 14 5 12 19 18 10 7 19 7 7 4 5 19 18 13 10 10 13 18 7 6 3 9 0
split_gain=0.0173953 0.0729776 0.0399719 0.0604908 0.110532 0.077612 0.0715228 0.0655066 0.0617365 0.0559327 0.0458061 0.037661 0.0339247 0.0309162 0.0354072 0.0846985 0.0744654 0.0432837 0.0434182 0.085161 0.0521808 0.0462298 0.0516415 0.0725112 0.0406079 0.0339026 0.0459162 0.0297124 0.101806 0.125333
threshold=13.665319288000001 13.775321858200002 78.220689305400015 72.496961945650014 213.62869376460003 247.01970978410003 351.14539855350006 20.361635946650004 197.02116758845003 13.351077205700003 14.708525021850003 78.494912034700022 21.841300704500004 9.4507625164000029 24.550696209100003 25.415946661200003 331.03504650000008 14.515626273450001 11.950964240300001 17.166139419800004 95.870416931800023 85.804829691400016 87.33187390945001 81.98184222990001 15.103091397600002 26.302865891850004 8.0101871567500016 85.54673771085001 206.08249486475003 94.964406541850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 9 -7 -8 12 -5 -6 -4 -1 -13 16 -16 24 18 20 -20 21 -17 -23 -24 -15 -21 -27 28 29 -3
right_child=1 27 11 5 10 6 7 -9 -10 -11 -12 13 -14 14 15 17 -18 -19 19 25 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.027750991336605076 0.050459122567377529 -0.049190220436849834 0.041928043236935678 -0.093548972028361099 -0.086861319771059195 0.079738758921929706 -0.10126194899598612 0.03359203160249951 0.079414241271216268 0.009481126304891228 0.015388219737167278 -0.10067660492812945 0.040057485393784037 0.054169757094379802 -0.10088769495042592 -0.10062965086155416 0.072535692284623879 -0.1009918411216755 -0.10105364968756342 0.08979925024821378 0.060610276655082285 0.088819801713732605 0.031539102000009422 -0.10081168627788102 -0.10096038138297075 -0.10054667859086935 0.021231856516461488 0.0021915477758123196 -0.044112364461557557 0.019813239503096575
leaf_weight=0.17130807490594013 0.2954247307497998 0.34313521595322471 0.22000670550005441 0.28147668713972962 0.1588940060898949 0.076532834180397913 0.078937137333014107 0.066255176439881325 0.15333876396471169 0.064826257104869001 0.060492756867461139 0.031586511122441041 0.12959959793988673 0.025609047512261673 0.090834388226085139 0.042420567113367724 0.16111210488816141 0.039923371739860158 0.097786955266201403 0.044122866340330802 0.21785950954654254 0.065071595798144699 0.11769835370387227 0.063853012503386708 0.049470635522084194 0.041085463641138631 0.12565167672437383 11.758730544173529 0.63662577157083422 1.1302380115948834
leaf_count=38 34 64 47 168 80 15 36 9 23 19 19 171 25 10 84 46 28 30 60 6 38 25 88 141 40 49 39 1232 146 90
internal_value=-0.000118461 0.00127847 -0.00751313 -0.0206485 -0.000380208 -0.0446849 0.00151066 -0.0397244 0.0277707 -0.0742622 -0.0586675 0.00385967 0.00145382 -0.00303877 -0.000430705 -0.00907564 0.0342054 0.000672988 0.00564976 -0.0239196 0.0236542 -0.00420058 0.0123858 -0.0150097 -0.0480468 0.0118515 -0.00877542 0.000230845 -0.0106959 0.00374296
internal_weight=16.8399 14.1642 2.67575 1.24166 0.673633 0.568028 0.221725 0.145192 0.454246 0.346303 0.219387 1.43409 0.300908 1.21409 1.1825 0.946308 0.236192 0.855473 0.81555 0.308647 0.506903 0.289044 0.246623 0.181551 0.0750797 0.21086 0.166737 13.8687 2.11 1.47337
internal_count=2900 1566 1334 432 185 247 60 45 86 187 99 902 63 855 684 606 78 522 492 154 338 300 254 229 50 94 88 1532 300 154
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=6 6 10 10 12 0 17 10 2 2 18 17 18 10 10 16 19 7 16 18 0 10 17 13 16 16 7 9 8 17
split_gain=0.0150823 0.0608369 0.0340446 0.0535479 0.0943074 0.0718273 0.0929129 0.0850071 0.0782955 0.0554519 0.0413214 0.0317881 0.0716324 0.0695025 0.0740122 0.062 0.0415088 0.0396662 0.04962 0.0344302 0.0380418 0.0304444 0.0276434 0.027653 0.0342345 0.0530199 0.046755 0.0254971 0.0719655 0.054634
threshold=13.665319288000001 13.775321858200002 78.220689305400015 72.496961945650014 213.62869376460003 95.897301513100004 204.75389752000004 75.922057603850007 206.83709544035003 172.77856529855003 14.708525021850003 201.37020668845003 17.108018746400003 78.494912034700022 80.468240302450013 14.184966829400002 11.650940033400003 26.302865891850004 17.924958083650004 18.645258535250004 107.54101367610001 104.14280259920001 200.96259924040001 78.890115379850016 9.6249774926000011 12.644970430600003 23.046547257250005 186.67271206880002 8.3434888241000014 191.19232825540004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 -5 -1 -6 13 -13 -4 -15 16 22 -14 19 -19 -21 -22 23 -16 -25 26 -26 28 29 -3
right_child=1 27 11 5 10 6 7 -9 -10 -11 -12 12 17 14 15 -17 -18 18 -20 20 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0011658107789913137 0.046634662794979215 -0.00022221257072774873 0.070004447895820221 -0.1003496725737809 -0.084302845158402029 -0.10111771175554514 -0.10075340584847875 0.052147373938854782 0.074555647110939469 0.07674629603757549 0.013884702042326608 -0.10081316278712177 0.062364140010470664 -0.082161643993556605 -0.1006470679174457 0.062150981932161203 -0.090025609666889272 -0.081797078770156587 0.097328964083044672 0.073261816332099952 -0.10034643507168149 0.074234709007146418 0.098614497806776572 0.042036208086634677 0.026933874597640767 0.028367864628101636 -0.10062727049218377 -0.0014365266534676156 0.082982079215405902 0.061747380168462165
leaf_weight=0.29828294902472696 0.28809008229290967 1.4803554665725887 0.17640235070211907 0.036126499415786384 0.14791925957240437 0.2511399433715269 0.05695867205849936 0.10054902707634028 0.087782475364292623 0.1439049349664856 0.060347137896314962 0.086587739849164791 0.080728598906716798 0.095080790553765837 0.026929648257009831 0.18166682543233037 0.05248351158661535 0.093970625834117527 0.031132542644627392 0.042895763482192706 0.03785318331392773 0.013569547662427794 0.028830033937992994 0.15012604275631247 0.041450639027061698 0.1277448386767901 0.093656471487065573 12.076841554757548 0.13018455503333815 0.15739375918701615
leaf_count=57 34 411 30 61 80 114 31 23 18 29 19 84 20 51 127 34 29 96 6 17 101 29 5 83 7 35 148 1085 14 22
internal_value=-0.000124083 0.00115185 -0.00721204 -0.0196202 -0.000369281 -0.0431329 -0.0633556 -0.00314532 0.0235608 0.0257626 -0.0558521 0.00357255 -0.0206846 0.0132005 0.000643127 0.0118443 -0.00568968 0.002431 -0.0196193 -0.0389561 0.00372696 -0.0542776 0.00375323 -0.00246366 0.00393873 -0.0178204 -0.0614917 0.000205419 0.0114216 0.00573329
internal_weight=16.677 14.1329 2.54412 1.18301 0.650454 0.532557 0.408648 0.157508 0.123909 0.442188 0.208266 1.36111 0.386738 0.974371 0.797969 0.702888 0.521221 0.30015 0.219422 0.188289 0.0943185 0.0514227 0.468738 0.439908 0.412978 0.262852 0.135107 13.8448 1.76793 1.63775
internal_count=2900 1566 1334 432 185 247 168 54 79 86 99 902 353 549 519 468 434 269 249 243 147 130 405 400 273 190 155 1532 447 433
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=7 3 5 5 19 18 17 17 4 12 17 19 6 5 5 16 16 5 15 5 6 17 13 0 6 18 8 5 6 0
split_gain=0.0148209 0.0481108 0.0720628 0.0407648 0.0520233 0.036174 0.0294826 0.0467868 0.0664485 0.0507066 0.0287208 0.025833 0.0483219 0.0297445 0.0757891 0.0902688 0.0892425 0.0733052 0.0837304 0.0700098 0.0850838 0.11235 0.0653876 0.0648013 0.0465841 0.123062 0.116244 0.0836371 0.0775046 0.0863431
threshold=19.874819532250005 103.44111502715002 29.040033326300005 30.690160697650004 13.351077205700003 12.993406580100002 168.75790693355003 167.56787829315002 172.73046293330003 247.01970978410003 169.61846646075003 14.651182102100002 16.555386813950005 23.953129400350004 24.301614351200005 22.614947116400003 22.674946976100003 24.437854605800002 49.670466410250008 22.963361893800002 16.405383309150004 192.70224472390001 117.66037007905001 85.613949164150014 16.455384477450004 13.117211680300001 8.3434888241000014 22.852794041600003 16.445384243750002 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 7 8 -2 -10 -8 13 -13 19 -15 17 -17 -16 -19 23 -21 22 -22 -12 27 -26 -27 28 29 -25
right_child=6 2 3 4 -6 -7 10 -9 9 -11 11 12 -14 14 15 16 -18 18 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.069060534108445135 0.07500718815266566 -0.10133993409277085 0.060878183238865992 -0.10269776746270938 0.017878622115789344 -0.0049042613800149466 0.05444010078453812 -0.1043774380986132 -0.10093341519655011 0.058700442524916997 -0.053754008235669948 -0.0025118108487441042 0.053560078924950044 -0.069283532805937256 0.093581339526117857 -0.10192992650405014 -0.0037814912757187752 -0.058639558393928107 0.06737458504332404 -0.027710161175106732 -0.032809636992480934 0.07393221440969229 0.037668817353944228 -0.037378659663522155 0.017427580771764407 0.0043898106650827008 -0.053248902824120981 -0.074874536592387061 0.06232063263073289 0.0035628750780389317
leaf_weight=0.19755718952683565 0.061732484731577553 0.06980098709880167 0.10657176772929233 0.050862676063104573 0.120690372354602 0.099386403176140448 0.095605097915721582 0.070083159055229771 0.072297432603704692 0.027454410595510126 0.24101739111358256 0.40112105676962606 0.24916103649957222 0.22393225156702168 0.13188677298603579 0.13254392108484581 0.30772647340836556 0.11591273462562413 0.09673113620976892 0.2641460642680602 0.2427140292341079 0.43610218869071105 0.28764631941248808 0.54548734489071193 0.7951460273470724 0.56471991568832869 0.91981593791206251 0.14138623225153502 0.21254606114234853 9.2495364177248103
leaf_count=29 27 87 40 36 36 36 20 29 128 37 37 29 30 35 6 59 55 71 26 36 23 21 21 43 47 34 70 7 12 1733
internal_value=-0.000122719 0.0147387 -0.0104949 0.0123045 -0.0178703 0.0443047 -0.000725981 -0.0361465 -0.00653476 -0.0569979 -0.000202039 -0.000537792 0.0189726 -0.00138877 -0.0179695 -0.00332768 -0.0333292 0.0350108 -0.00131606 -0.000185523 0.0225859 0.0363324 0.00541507 -0.00239732 -0.00140141 -0.014319 -0.031323 0.00150017 0.00257918 0.00128283
internal_weight=16.5313 0.644869 0.347926 0.278125 0.171553 0.296944 15.8865 0.231567 0.161484 0.0997518 15.6549 15.5593 0.650282 14.909 1.00873 0.784801 0.44027 0.344531 0.212644 13.9003 1.23061 0.966463 0.53036 12.6697 12.4286 2.27968 1.48454 10.149 10.0076 9.79502
internal_count=2900 264 199 112 72 65 2636 221 192 165 2415 2395 59 2336 252 217 114 103 97 2084 101 65 44 1983 1946 151 104 1795 1788 1776
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=6 6 8 8 3 16 17 5 18 10 5 3 13 9 4 3 17 2 9 9 7 5 5 5 18 9 9 18 7 18
split_gain=0.0154006 0.0888734 0.0375271 0.0783898 0.0262482 0.0909148 0.158446 0.103502 0.14759 0.102914 0.191489 0.13446 0.09256 0.0887387 0.087033 0.0905947 0.0973336 0.0852699 0.0834495 0.146181 0.081915 0.11445 0.0648658 0.0663131 0.132618 0.0952644 0.0792764 0.0735354 0.156455 0.132501
threshold=13.705320222600003 13.775321858200002 8.1436447804000007 8.543332867800002 85.54673771085001 19.214955067100004 173.06150329755005 19.915533535850003 14.582524213600001 67.203387886850024 18.092020786850004 89.227236891450005 113.92610173585001 66.290220196950017 144.53986173305 84.968719212850019 186.19055817300003 148.65120700310004 206.50942114985003 213.24207352880003 24.673428656250003 17.450855014100004 19.667938474250004 21.197160116700001 13.24392582145 190.24759545780003 201.78065190905002 13.24392582145 22.940014114900002 13.303774303900001
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 13 -8 -9 11 -11 17 -13 -6 -3 18 -17 -7 20 -20 21 -16 -14 24 25 -24 -26 28 -25 -29
right_child=1 4 3 -5 5 9 7 8 -10 10 -12 12 22 -15 15 16 -18 -19 19 -21 -22 -23 23 27 26 -27 -28 29 -30 -31
leaf_value=-0.0026965211122807827 0.071289204292269565 0.083805936867769076 -0.068846635875387946 0.045714455471058339 0.056912273776598299 0.0090479685600466063 0.091614065129475106 0.064209117037554511 -0.10309867468021067 0.014973476227422667 -0.080867369885435303 -0.056810102030888543 0.049454743956151535 -0.054810240523427603 -0.074657047111923655 0.038668681929029891 -0.10247911891749582 0.073399140218178227 -0.087059811635190526 0.015921384832764725 0.034299470025499615 0.017880797012878442 -0.016405901816651611 0.00017779990887950597 -0.059988423716773945 0.054999003464350583 -0.0064595266176095947 0.06805375220057093 -0.073962437413781085 0.0064233472253215421
leaf_weight=2.1951770308139404 0.17852717108325933 0.094332112697883885 0.23424726817665931 0.080171271496510599 0.099360880863968215 0.41509813640732041 0.40227589103051287 0.15779703914813581 0.079184883704783715 0.40567097836174149 0.42885064725851407 0.29014977533370157 0.26359862391836841 0.24990026093569639 0.22078304670867488 0.06428432636312198 0.20355889169320562 0.40860322484513745 0.29004296398943541 0.26267172279858642 0.61210845125606284 0.3386651007213004 0.42178122978657295 2.2264630475641529 0.69351833618566139 0.33543352200649679 0.46031078608211828 0.38706722536153426 0.32635182093690662 3.5325017968991688
leaf_count=1231 24 6 97 16 15 32 32 56 19 19 44 16 16 217 21 5 67 29 62 54 49 36 31 294 39 20 28 24 42 259
internal_value=-0.000116678 0.00118947 -0.00732448 -0.0396355 0.000274005 0.00213367 0.0311375 0.0607302 0.00830507 -0.000572299 -0.034278 0.00230942 -0.00125374 -0.0230264 -0.0100508 -0.0144952 -0.0686026 0.0409698 -0.00609034 -0.0381191 0.00902013 -0.0186387 0.000610441 -0.000925362 -0.017293 0.0152253 -0.0386335 0.00390736 -0.00930029 0.0125095
internal_weight=16.3585 13.8489 2.5096 0.314419 13.6704 11.5839 0.988519 0.639258 0.236982 10.5954 0.834522 9.76088 8.93718 0.349261 2.08645 1.99211 0.267843 0.823701 1.72427 0.552715 1.17156 0.559448 8.64703 8.38343 1.91104 0.757215 1.15383 6.47238 2.55281 3.91957
internal_count=2900 1556 1344 113 1532 1232 339 107 75 893 63 830 769 232 300 294 72 61 222 116 106 57 753 737 118 51 67 619 336 283
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 16 6 16 10 3 3 0 2 0 17 9 9 18 16 16 10 13 13 13 9 8 10 10 10
split_gain=0.014676 0.087071 0.133847 0.0777255 0.0775176 0.116747 0.0972937 0.0760829 0.0638523 0.0728581 0.0938347 0.0683058 0.15655 0.129966 0.0928376 0.0608352 0.0446167 0.114461 0.107122 0.0689086 0.072328 0.0610952 0.0504591 0.110718 0.0709446 0.0460341 0.0493215 0.0521909 0.0413854 0.0344361
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.870208776000002 17.534958995600004 14.875347560100002 18.984955604900005 70.085415002650009 84.807411725000023 83.511574906150017 94.047642319350018 67.628418476450022 93.679323555450011 194.76181357870004 205.70977008025002 202.89977928865002 15.532509816950002 15.919962772200003 14.994964935250001 78.677727187550019 104.02719889955002 104.12129493415001 103.58091484995002 192.53043113735001 4.9461400813500012 68.214248143850014 65.036490633650018 65.555363052850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 7 16 -6 11 -10 -11 -2 14 -14 -13 -8 17 22 -18 20 21 -20 24 -24 29 26 27 28 -25 -1
right_child=8 2 -4 -5 5 -7 15 -9 9 10 -12 12 13 -15 -16 -17 18 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10062182906290423 0.08607505153243955 0.077932796139769472 -0.10356371805558298 -0.10142029763501081 -0.078049545218693062 0.091515863208384979 -0.10268760707368073 0.05603752923600696 0.00093844744113613817 0.0086662943874956412 -0.10145575746098463 0.005231201659965789 0.05255668704180752 -0.087030279280350786 0.098591196767171693 0.030103226131351881 -0.10174371854474736 0.074029395397672351 -0.088457614294292941 -0.10058598899940865 0.061040329992852929 0.008513256638035472 0.10112477995346757 -0.014103372788289343 -0.093451292075427295 -0.032600622494122107 0.080359063248046148 -0.10076579115852327 0.10015613920653506 -0.0026369486694296598
leaf_weight=0.03681171326753041 0.16226664651185174 0.051965819347060349 0.18630645162539849 0.076508677519996016 0.095939245155022834 0.21653004297411371 0.15260176616675369 0.075711749590936961 10.878633893764512 0.14974230865482319 0.16011505569622386 0.20682163798846886 0.099676901852944866 0.20162818158860318 0.21961385436588898 0.04457808756887971 0.13709816644768569 0.22554403787682975 0.09037982439622283 0.064269943885847169 0.17570762841205578 0.23111236664095713 0.14036824740469445 0.09243047594378595 0.09715294960187737 0.22829159180400893 0.10963533985341201 0.043033199346822926 0.048247265042391518 1.397761816847378
leaf_count=45 17 22 74 59 38 16 84 15 935 15 45 37 9 38 15 23 43 38 11 52 29 169 6 104 13 21 10 22 7 888
internal_value=-0.000114353 -0.00534964 -0.0639804 -0.00165357 0.000407619 0.0426879 -0.00454329 -0.0189065 0.0016272 -0.000423458 -0.0482379 0.0274065 0.014325 -0.0408525 0.0533115 -0.0726665 -0.00023502 0.00619309 -0.0224968 -0.00314651 0.00944889 -0.0187478 -0.000781362 0.0222881 -0.0107519 0.00107383 0.0272804 -0.00439601 0.0250834 -0.00515128
internal_weight=16.0965 4.01799 0.238272 3.77971 3.70321 0.388181 3.31502 0.171651 12.0785 11.1885 0.309857 0.890007 0.727741 0.301305 0.426435 0.19718 3.11784 2.41928 0.698568 0.56147 0.4972 0.321492 2.19373 0.662006 1.53173 0.521638 0.293346 0.183711 0.140678 1.43457
internal_count=2900 1789 96 1693 1634 69 1565 53 1111 995 60 116 99 47 52 107 1458 1154 304 261 209 180 1116 170 946 164 143 133 111 933
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=12 19 18 5 8 5 6 2 2 14 8 5 18 17 15 15 15 8 18 15 7 7 18 0 18 7 9 5 16 4
split_gain=0.0155734 0.0436759 0.0736534 0.0719746 0.0566819 0.056439 0.0888117 0.0386182 0.0251814 0.095107 0.0330555 0.0717542 0.0785716 0.0397697 0.0507677 0.0900792 0.151629 0.0579232 0.0465957 0.0647037 0.0581477 0.0956471 0.0707935 0.207113 0.117676 0.0611618 0.17438 0.0920189 0.146445 0.166124
threshold=92.695913642950003 12.651020723000002 13.987466292050001 17.021905087450005 8.3434888241000014 19.500380888400006 16.585387514950003 71.847610775600018 74.86597289860002 168.39662374755002 8.9430209551500024 26.429611911700004 14.269756697250001 187.07782946595003 43.758818131150008 42.670190152050004 39.104631750950013 8.543332867800002 13.075178189100003 41.657300687350009 22.580174331950005 22.660992635700001 13.24392582145 86.280686780500005 13.278511569200001 23.124786352450005 190.58777288605003 21.850554661550003 22.494947397000004 257.27402154285011
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 -1 -3 -7 -2 -9 -10 13 12 -12 14 15 16 17 -11 19 -15 -20 -22 23 -23 -24 26 -26 28 -27 -30
right_child=7 2 3 -5 -6 6 -8 8 9 10 11 -13 -14 18 -16 -17 -18 -19 20 -21 21 22 24 -25 25 27 -28 -29 29 -31
leaf_value=-0.015101560588623192 0.034236668920940329 0.02584826131215559 -0.0055846104827807896 -0.10384900442756151 0.095841203540474901 -0.074981432467425155 0.0095512584346540627 -0.026398659520511375 0.066369383416952255 -0.0077990917799635158 -0.10195877232480853 0.020203263744961293 0.012455318056519629 0.078269681619089912 -0.10156010933582858 0.059639020117750623 -0.077239388173594103 0.064333513626282451 0.039390218159449729 -0.007365648256153475 -0.071955957553149472 -0.077221201489459032 0.071317817100370759 0.033118194236486001 0.042772474626289476 0.0070650474946579462 -0.052574470080251845 0.0213366005759794 -0.074058849802066978 -0.0017382093382066371
leaf_weight=0.10219402531929311 0.33852890827256388 0.38919980428181566 0.1346957333616956 0.16690179178840481 0.083826727805899282 0.20846555287062074 0.30778448216369725 0.35079005394800233 0.21728157421114147 1.7777406305466441 0.16733881765867487 0.18729331225767964 0.093590792539089307 0.19166829260529894 0.060211986042474908 0.1790549390389059 0.32467660758265982 0.11876113197649818 0.40001317239511891 0.16349243381046108 0.17889225608814641 0.38932021159553087 0.25381899709463951 0.30213798873592168 0.27976064933500122 4.1781537203698917 0.61018084885881763 2.4111391678577547 0.53584237990435191 0.7799155856591824
leaf_count=38 30 29 23 23 7 19 41 30 32 817 45 36 19 17 32 11 25 13 92 29 15 41 16 15 36 1035 43 198 28 65
internal_value=-0.000112596 -0.0102114 -0.0171625 -0.0599634 0.0348927 -0.00290594 -0.0245837 0.000858333 5.98397e-05 0.000732389 -0.000317578 -0.0270223 -0.0609205 0.000593718 -0.0108674 -0.00859233 -0.0140926 -0.00328206 0.00323553 0.0388489 0.0020098 0.000502351 0.00183314 -0.0290076 0.00418981 0.00225253 -0.0226014 0.00505055 -0.00209699 -0.0311908
internal_weight=15.8827 1.39307 1.20705 0.301598 0.186021 0.90545 0.51625 14.4896 14.1511 13.8003 13.583 0.448223 0.26093 13.1348 2.46045 2.40023 2.22118 1.8965 10.6743 0.355161 10.3192 9.91916 9.74027 0.691458 9.04881 8.79499 0.889941 7.90505 5.49391 1.31576
internal_count=2900 180 135 46 45 89 60 2720 2690 2660 2628 100 64 2528 898 866 855 830 1630 46 1584 1492 1477 56 1421 1405 79 1326 1128 93
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=15 5 16 6 6 6 9 16 15 10 9 16 14 14 6 9 16 12 14 2 2 18 5 10 7 6 8 18 16 8
split_gain=0.0164432 0.0565814 0.0849336 0.0629453 0.0912591 0.0830001 0.055399 0.0362402 0.0283831 0.0842176 0.10441 0.0372556 0.0889801 0.11972 0.054477 0.0514363 0.0366701 0.0402148 0.14644 0.0672554 0.129206 0.0951718 0.143359 0.110887 0.108523 0.111767 0.0850495 0.0662518 0.0759688 0.0742634
threshold=45.169600924000008 24.301614351200005 22.594947163200004 16.770391837550005 16.495385412050002 16.475384944750001 202.37225149245003 22.644947046300004 42.80317728375001 61.917879202350001 199.02473417820002 22.674946976100003 256.83105351225004 210.15891166350005 16.565387047600002 191.62448690950001 22.654947022900004 247.85609524425004 322.14344873355009 189.32640726775003 185.26507771735001 13.919698996450002 22.504913082700003 61.966271448700006 24.292705381350004 13.665319288000001 8.0437227585500022 14.117867417450002 22.604947139800004 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=8 6 -3 4 5 7 -2 -4 11 -10 -11 16 13 14 -13 -16 17 19 -19 20 -1 22 -21 -24 -23 -26 -22 -20 29 -29
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12 12 -14 -15 15 -17 -18 18 27 21 26 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.0008177047289754779 -0.096124647645861788 0.066275457498697773 -0.10188634920411162 0.056890304563902309 -0.10226720021408178 0.075596014890860069 -0.0061833304108784995 0.0015317481948179433 0.058447949635328122 -0.037203415337912486 0.040647027935311539 -0.048581269522727739 0.04072805996283696 -0.10089217232826896 0.054011558762961223 -0.021849256932987948 0.02528146918449763 -0.10437069041752074 -0.051382176951493386 0.086976599873253013 0.012124917695659846 -0.072222816854145597 0.053066566885096325 -0.055668356788832744 -0.042173845017014606 0.050080388424258326 -0.10517998299782461 0.0064436404763225721 0.097896037895359944 -0.088839902920347838
leaf_weight=8.8060108730351558 0.13687442942500716 0.15957339526232772 0.064889080788134379 0.088634483763598837 0.1348996865758636 0.090856675979011925 0.13705798738010344 0.070915077039444441 0.32869154862419125 0.39128007392719155 0.30778558303080672 0.23958661174401719 0.19893221025358798 0.20052804952865699 0.16516376496292651 0.19479032019444276 0.58979100361466485 0.16496252609067497 0.24899004723519613 0.40564691949771148 0.090843294191586987 0.17834156435492332 0.19685480442001335 0.17912974175487761 0.20431303849511551 0.36759747136875376 0.19337239544438489 0.95949750703130099 0.082655780715867766 0.0894203920097425
leaf_count=1466 24 28 24 11 44 14 16 26 25 38 36 15 30 14 13 32 38 14 100 40 46 42 41 25 142 46 13 466 7 24
internal_value=-0.000120852 -0.0133714 0.00358848 -0.0186312 -0.0371448 0.00161349 -0.0511239 -0.0478828 0.000671179 0.0167014 -0.00292732 -0.000526454 -0.0191234 -0.0340051 -0.0116334 0.0129592 0.000929824 -0.000250552 -0.0153221 0.00194237 -0.00132414 0.0213259 0.0457458 0.00126215 -0.00411538 0.0171229 -0.0676861 -0.00468172 0.00559418 -0.00167929
internal_weight=15.6679 0.883701 0.609768 0.450195 0.361561 0.226661 0.273932 0.135804 14.7842 1.02776 0.699066 13.7564 0.999001 0.800069 0.599541 0.359954 12.7574 12.1676 1.54553 10.6221 9.09023 1.53188 0.781631 0.375985 0.750252 0.571911 0.284216 1.38056 1.13157 1.04892
internal_count=2900 187 147 119 108 64 40 50 2713 99 74 2614 104 74 60 45 2510 2472 611 1861 1525 336 106 66 230 188 59 597 497 490
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=7 7 18 0 19 18 0 7 0 15 0 2 17 9 17 12 17 17 13 6 9 17 5 9 0 10 13 5 3 8
split_gain=0.017853 0.0763383 0.0563765 0.095751 0.0759463 0.0715745 0.070027 0.0600455 0.0940749 0.0855255 0.080517 0.166402 0.0625444 0.193655 0.111755 0.104685 0.0932073 0.0776728 0.116538 0.0757351 0.0680986 0.0666341 0.0589941 0.0561408 0.118523 0.109264 0.102989 0.0798946 0.0560938 0.108764
threshold=24.390191290350007 24.575790737200006 14.339258036900002 93.776108048200015 12.751028791950002 13.954623666350001 92.031298721500022 23.124786352450005 87.181320254150009 37.576156502300009 88.232507383150008 144.32995034690001 191.06791329340004 195.29234479735001 190.58288855405002 172.01106897260004 190.02287710315002 188.16174763880002 117.59047016770002 16.180378051950004 199.21354841250005 195.10209338440004 22.000536998450006 206.08249486475003 93.262612545250008 66.447931152150019 109.72404167800001 16.579584939650001 93.017962855400015 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=2 -2 5 6 -5 7 22 12 9 -9 -10 -12 14 15 16 -14 17 -1 19 -19 -15 -17 -4 24 25 -7 27 -26 -11 -30
right_child=1 -3 3 4 -6 23 -8 8 10 28 11 -13 13 20 -16 21 -18 18 -20 -21 -22 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0067742261671804556 -0.047664588021649579 -0.001348498183020015 -0.051255020504131867 0.020565242637856366 -0.054929116541791813 -0.022948111458523331 0.092516283361253338 -0.047859001066302996 0.068632219927833069 -0.020161565934860702 0.056374950844117588 -0.031924935973851938 0.033051862235456669 -0.10543638982288127 0.064526714807765798 -0.089798394017010466 -0.07381919243936802 0.040457968316647774 0.073364201370841126 -0.035516628469275766 -0.030203683140743134 0.0084244558350085371 0.061935720369529094 0.021010910848613479 0.044071245302460732 -0.10518574832798447 0.073076017447194386 -0.062846546157303562 0.034762670114353703 -0.03407140433762914
leaf_weight=2.7695005146795486 0.39302082020822204 3.7636076672926322 0.081950188955032699 0.46680702407002173 0.18648724761078483 0.37398681017657398 0.26092304990743287 0.31463633603436925 0.44947017147205748 0.49321225727908302 0.47166749450843781 0.38979735025714035 0.53426396398572229 0.27474706672410321 0.27048840837960586 0.1441152991763488 0.17249009490024025 0.2363116744236321 0.33827401197413565 0.29500379333694582 0.21405438041347224 0.13263001279301534 0.10509558954936438 0.25288420147671775 0.10643514656703701 0.28443476605752949 0.15794183313846588 0.20355296876186912 1.025724615625222 0.29573404850543727
leaf_count=648 77 1265 39 135 64 33 16 26 24 24 28 21 38 21 16 30 16 19 27 34 25 16 17 29 25 28 6 41 74 38
internal_value=-0.000124042 -0.00572781 0.00193679 0.0234321 -0.00098513 -0.000383681 0.0590408 0.00292826 0.013247 0.000271797 0.0343222 0.0164208 -0.00366774 -0.0227719 0.00241539 0.00719404 -0.00199234 0.0014122 0.0274846 -0.00172562 -0.0724907 -0.0427252 0.0123436 -0.0215681 -0.0311278 -0.0584744 0.00735129 -0.0261361 0.00861695 0.019358
internal_weight=15.4592 4.15663 11.3026 1.10126 0.653294 10.2014 0.447969 8.82212 3.44024 2.12931 1.31094 0.861465 5.38188 1.29981 4.08207 0.811009 3.81158 3.63909 0.869589 0.531315 0.488801 0.276745 0.187046 1.37924 1.12635 0.658422 0.46793 0.309988 1.81467 1.32146
internal_count=2900 1342 1558 271 199 1287 72 1125 235 162 73 49 890 130 760 84 744 728 80 53 46 46 56 162 133 61 72 66 136 112
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=15 5 16 6 6 6 9 16 15 16 15 0 16 14 6 6 7 18 18 12 2 6 10 14 19 17 14 15 4 9
split_gain=0.0159278 0.0458783 0.0695691 0.0546134 0.0817012 0.0699258 0.0513794 0.0322681 0.02274 0.0695664 0.0514704 0.0591366 0.031291 0.0720746 0.0849157 0.0650086 0.0663037 0.0316599 0.121157 0.0854256 0.0783173 0.154099 0.18845 0.0837034 0.119387 0.0804942 0.0783275 0.0781449 0.11758 0.0756278
threshold=45.169600924000008 24.301614351200005 22.594947163200004 16.770391837550005 16.495385412050002 16.475384944750001 202.37225149245003 22.644947046300004 42.80317728375001 22.594947163200004 44.34858359035001 85.678472159250006 22.674946976100003 256.83105351225004 16.555386813950005 16.585387514950003 21.006964680100005 13.954623666350001 14.011669459250001 247.85609524425004 189.76529655395004 16.455384477450004 61.966271448700006 241.54317565595002 14.351157895250003 190.74753769255003 234.77501868895004 41.403124198950003 228.53067524955003 201.2906445504
decision_type=2 2 2 2 2 2 2 2 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 7 -2 -4 12 -10 11 -11 17 14 -14 -16 -17 19 -19 20 23 -22 -23 26 25 -25 27 28 29 -1
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12 -13 13 -15 15 16 -18 18 -20 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0021642454760777748 -0.094314380005680987 0.060985252357119171 -0.10165393617856938 0.052968175413958721 -0.10205308442411982 0.071050623158264131 -0.0057085464753668267 -0.0010116265156622517 -0.026514607403281543 0.0092596568707478382 -0.0038538455982887521 0.082558319266390484 -0.076407531289565581 0.036623513980234355 0.043129466472199368 0.019280812669634134 -0.07309301949152501 -0.10275554589832621 -0.0022350721244021195 -0.044624726586206392 0.075527820850766106 0.057509418042632113 -0.076299527186086916 -0.085237076199605605 0.0093015933734336958 -0.0081223685868194659 0.067714261373018211 0.075133696201677008 -0.079217517127245396 0.044816138491694066
leaf_weight=2.9195779542552778 0.12570371510628398 0.14936636798574909 0.057406153439671925 0.085354049842862878 0.12164633603754282 0.084927951646022848 0.1365149787889095 0.071582134577056422 0.28463220925692745 0.18776276845892426 0.25595588277792558 0.26600344863254577 0.27289219992235381 0.1934288605752954 0.17015743628144264 0.13603273926128168 0.18121561049701995 0.12237975988182359 5.9317770021491469 0.31893192601205544 0.46625827105424367 0.2152475904451876 0.20596085184661206 0.3260845899653757 0.67515098926378414 0.2314268703921698 0.22836779743465729 0.1628054012544452 0.16100288790039474 0.48474811869527901
leaf_count=381 24 28 24 11 44 14 16 26 34 19 25 21 18 30 8 13 35 18 1681 100 60 34 21 69 30 15 16 8 24 53
internal_value=-0.000116415 -0.0135651 0.00235325 -0.0184529 -0.0366196 0.000589988 -0.0481849 -0.0458024 0.000661206 0.0152522 0.0320027 0.0522283 -0.000421248 -0.0178782 -0.0317441 -0.00673766 -0.0334841 0.000916066 -0.00426701 0.00582246 0.00847018 0.0359219 -0.00791996 0.0037753 -0.0189786 -0.0532262 0.0108644 0.00738202 0.00428824 0.00823753
internal_weight=15.2303 0.832502 0.570283 0.420917 0.335563 0.213916 0.262219 0.128988 14.3978 0.994354 0.709722 0.453766 13.4034 0.953727 0.760298 0.487406 0.317248 12.4497 6.05416 6.39556 6.07663 0.887467 0.421208 5.18916 1.23266 0.557511 3.9565 3.72813 3.56533 3.40433
internal_count=2900 187 147 119 108 64 40 50 2713 99 65 40 2614 104 74 56 48 2510 1699 811 711 115 55 596 114 84 482 466 458 434
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=16 0 9 7 6 13 13 9 9 10 2 16 18 2 19 9 9 10 9 17 6 5 9 6 16 13 9 15 15 15
split_gain=0.0148996 0.071087 0.122158 0.0741919 0.0734969 0.0619346 0.114007 0.0671068 0.138091 0.132328 0.112088 0.0798572 0.100683 0.0703891 0.0491711 0.0541666 0.0723533 0.0633113 0.0733972 0.0544875 0.0508565 0.0635627 0.040946 0.0408452 0.0679454 0.128523 0.0763723 0.0691505 0.0899393 0.089762
threshold=22.624947093000003 86.530713386650021 198.36365860590004 24.252468908850002 16.395383075500003 117.38883580790001 117.30011668960002 197.33595066125002 196.16158123080001 62.116825104000007 184.66468190290001 22.554947256700004 13.3584252364 222.38716625935004 14.251149826300002 190.24759545780003 193.60452210450003 61.987779113750001 199.02473417820002 187.45953903175004 16.625388449550005 30.133297129900004 190.24759545780003 15.785368822600002 19.974953289850003 113.85351336640001 197.58039077460003 36.508287084250007 35.194695975650014 34.279674133750014
decision_type=2 2 2 2 2 2 2 2 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 4 -3 -4 -2 6 23 8 9 11 -9 -7 22 -12 -6 19 -17 18 -18 -16 -20 -22 -13 24 27 26 -26 28 29 -1
right_child=1 2 3 -5 14 7 -8 10 -10 -11 13 12 -14 -15 15 16 17 -19 20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0013129910718270854 -0.071847944329494096 0.080421605094182655 -0.023107149316600708 0.040068447846772264 -0.045842959468881096 0.062969706868873251 0.070679503389065423 -0.066401036783905257 0.078684787464012682 -0.075583850539691175 0.02674219463387309 -0.017640914243516225 -0.056461764939387454 -0.044306680094667303 -0.0031427120597231663 -0.066556233824690281 -0.062458532172894779 0.040016838911914432 0.051189499542663067 0.048503886122156746 -0.062468520877414495 0.033706558000426955 0.030984602902156162 0.013710942911145208 -0.10345867646784886 0.0035833147747893084 -0.025159224917357215 -0.085776233636135291 0.054485603891367966 -0.10378179021571246
leaf_weight=5.1444053794866953 0.14954869027860862 0.30657354951836147 0.41048469860106707 0.33974768954794854 0.20625801261630305 0.18119845305272919 0.23715563653240757 0.54223753092446692 0.18765931027519389 0.27067949205593311 0.33339296218855452 0.28871280216480932 0.31203277521922246 0.23969212946394691 0.37428417295450334 0.18112784275763238 0.21875990626722341 0.30505898529906972 0.1704858823613904 0.44971734811588249 0.14944898600788292 0.12721413583494723 0.43273489422608691 1.8181756724472746 0.24442921081208602 0.66624654960469343 0.25404159596655518 0.089580330545061204 0.31729370386892686 0.082574508662219048
leaf_count=1693 27 22 20 35 28 77 18 36 10 20 18 28 26 41 36 22 24 31 16 46 42 13 34 360 22 35 27 53 26 14
internal_value=-0.000114449 0.00572128 0.027236 0.00550234 -0.00402907 -0.00181306 0.00228006 -0.01481 -0.00214344 -0.0123552 -0.0338103 0.00173466 -0.00900158 -0.00297391 0.000618305 0.00546777 -0.00853395 0.00228973 -0.0149934 0.0250446 0.00822809 -0.0182457 0.0115254 0.000397524 -0.00316295 -0.0251498 -0.063554 0.00138252 0.00279077 -0.00034727
internal_weight=15.031 3.38871 1.05681 0.750232 2.3319 11.6422 8.8539 2.78834 1.67302 1.48536 1.11532 1.21468 1.03348 0.573085 2.18236 1.9761 1.1521 0.970968 0.665909 0.824002 0.447149 0.276663 0.721448 8.61675 6.79857 1.16472 0.498471 5.63385 5.54427 5.22698
internal_count=2900 362 77 55 285 2538 2248 290 195 185 95 165 88 59 258 230 148 126 95 82 71 55 62 2230 1870 84 49 1786 1733 1707
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=0 9 6 8 10 4 6 4 17 13 6 6 2 6 12 6 3 16 10 8 6 3 9 18 13 17 13 6 5 6
split_gain=0.0156968 0.0450779 0.102047 0.0651244 0.0495668 0.0615389 0.0911104 0.0466296 0.0427725 0.0637422 0.0427622 0.0357649 0.0646744 0.0601039 0.0970766 0.0408168 0.0332594 0.0283978 0.0457736 0.0265041 0.044802 0.0400827 0.106362 0.0446192 0.0724 0.0404629 0.0333566 0.0362659 0.108317 0.150773
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 61.928633034850002 195.32149859550003 16.575387281250006 375.86663358980007 189.27091549140002 117.60122400020002 16.770391837550005 16.665389384150004 121.41360778140002 16.575387281250006 98.870599058600007 16.475384944750001 93.82450029455002 22.724946859200003 61.86411003975001 9.3427090425500019 16.705390318750002 93.58791597905001 193.60452210450003 13.057710350500001 113.96105169155001 187.73134645290003 117.69263157665002 16.455384477450004 22.852794041600003 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 3 -3 7 5 -4 -7 11 9 -6 -8 13 -13 14 -1 -16 17 18 -2 20 21 23 25 24 -20 -23 27 -25 29 -29
right_child=16 2 4 -5 8 6 10 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.10253205877927074 -0.065461555396116783 -0.10211015793073303 -0.035697221025781739 0.099253026217735976 -0.10082368771760111 0.086974548472647059 -0.058314677572754894 -0.10095250094731251 -0.10199018229756947 0.098545581277346667 0.028787885827393184 0.042738647225520725 -0.1016925675706961 0.079513481311688547 0.050980559515480188 -0.014054544582945087 0.033401758944375783 0.044160117342557877 -0.01397379302742283 0.033350686196840888 -0.063372664033655296 -0.10270957282480941 0.022031317265790558 0.0019743173673922999 0.066050450021221424 -0.033205152648017933 0.046454882100531794 -0.054439549875746923 0.031615979042210481 0.02655514259559584
leaf_weight=0.077242455722768666 0.10661320314829481 0.14189685746521263 0.25319475059950491 0.071515896765049547 0.030674000158001036 0.15494376581045799 0.10734738886822015 0.04361981724636621 0.096018842988314645 0.033605843752638975 0.11867449525470875 0.05266028598478556 0.075387469424072151 0.11888415401244856 0.20421981788717858 0.18296187906616979 0.31079746596515256 0.14588222245220173 0.19661633212580731 0.23860190936829972 0.11159799381857816 0.1399312921130339 0.27550861467580035 9.4266231441995902 0.26602210220880806 0.20865393305393809 0.15468000853434283 0.7806881717915537 0.37464342265229778 0.32572374828259854
leaf_count=20 13 40 34 10 38 15 10 36 26 5 33 59 128 22 73 31 22 15 25 22 14 17 37 1984 22 29 10 68 25 17
internal_value=-0.00011494 -0.00897241 -0.023996 0.00804821 -0.0100441 0.00251399 0.0279097 -0.000591259 -0.0597256 0.00340762 -0.0125808 0.00556282 -0.0422945 0.0160684 -0.000172328 0.0202484 0.00108041 0.000292647 -0.000215011 0.000341512 -0.00030087 0.000278489 -0.0244047 0.00161512 0.032041 -0.0611061 0.000342679 -0.000311231 -0.0148583 -0.030595
internal_weight=14.8254 1.76285 0.936356 0.826492 0.794459 0.63416 0.380966 0.754976 0.160299 0.0642798 0.226022 0.711356 0.128048 0.583308 0.464424 0.387182 13.0626 12.7518 12.6059 12.4993 12.2607 12.1491 0.624094 11.525 0.462638 0.348585 11.0624 10.9077 1.48106 1.10641
internal_count=2900 580 201 379 161 92 58 369 69 43 43 333 187 146 124 104 2320 2298 2283 2270 2248 2234 83 2151 47 46 2104 2094 110 85
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=7 7 8 7 7 6 10 7 18 3 5 15 18 18 7 15 15 10 4 18 17 7 0 5 15 15 9 16 15 18
split_gain=0.0163042 0.0616482 0.0505117 0.0464798 0.0928056 0.0922033 0.0631864 0.06038 0.0628759 0.0593878 0.0484716 0.0447274 0.0419833 0.110148 0.0813781 0.0799519 0.0551243 0.083335 0.0503158 0.0792631 0.0554254 0.0460215 0.0758266 0.242479 0.0860542 0.180911 0.0784739 0.0757003 0.0567059 0.0561498
threshold=24.390191290350007 24.575790737200006 8.4434108459500017 23.974509389900003 23.9444576715 14.185331438000002 75.403185184700007 24.052187734100006 14.140199600350002 86.130133125200004 22.732890661650003 29.198705243000003 14.322090334300002 13.954623666350001 23.824098587650003 30.505324983850006 29.049007317550004 74.986474174450009 342.29488559810005 14.385463547100001 194.18443652075004 23.124786352450005 86.420486603250012 22.963361893800002 42.385947950200006 38.842471172100005 201.78065190905002 22.494947397000004 43.758818131150008 13.386548691950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 4 12 6 -5 -7 10 -10 -9 -2 13 21 18 16 17 -15 19 -14 -20 28 23 -23 25 27 -25 -24 29 -1
right_child=1 -3 -4 5 -6 7 -8 8 9 -11 -12 -13 14 15 -16 -17 -18 -19 20 -21 -22 22 24 26 -26 -27 -28 -29 -30 -31
leaf_value=0.00431651955447098 -0.021727091120621822 -0.0015621503794251426 0.013136098150231002 -0.10264713229148979 -0.069072431701961368 0.069007761173427912 0.01932028927194155 -0.047702128721574942 -0.00801534376585465 0.064078124127988176 0.019849227682884867 -0.10388989119062093 0.033631742719582018 -0.075661858395712989 0.095405019385026962 -0.081075724268311805 0.040598548422549917 0.0390441560469207 0.072210129336172268 -0.10078293055431285 -0.03304576863963981 -0.08924299343800024 0.039096893650374109 0.049902759489301833 -0.021039697955106035 0.092700546283505492 -0.030031788379155856 -0.012920256631156594 -0.045653560618543726 -0.025365187019960073
leaf_weight=3.9665890399684915 0.11939247301415967 3.7464616809444635 0.11003139919921523 0.097362960586905412 0.19389331592538006 0.28413479803111819 0.07534497493179515 0.20090967636133428 0.17166436341358349 0.34171408804832026 0.22538834966690047 0.14886891547121195 0.086331548546923709 0.18692468431709119 0.13426510378394596 0.27389055971434573 0.13644452180597 0.095795456576070137 0.14878647690693469 0.08919938950384676 0.075371286019617401 0.27331684385626465 0.58125275456404757 0.39693670957217364 0.34054440353065718 0.39586325641721476 0.17784283717264771 0.53939846134744585 0.29486187812344145 0.75934895134065516
leaf_count=637 31 1265 19 23 11 20 35 20 30 27 21 27 19 42 16 28 12 20 30 87 28 24 37 42 20 14 31 31 112 141
internal_value=-0.000116596 -0.00544691 -0.0439201 0.00196872 -0.000625641 0.0189611 -0.049438 0.0286138 0.0163997 0.0399714 -0.011987 -0.0673225 0.000856704 -0.000867848 0.0280482 -0.0390578 -0.0116025 -0.0367955 0.00542145 -0.0346736 0.0368187 0.00255798 0.0130726 -0.0117019 0.0243868 0.0345877 0.0251702 0.0140597 -0.00310721 -0.000452644
internal_weight=14.6681 4.12475 0.378293 10.5434 9.14686 1.39652 0.172708 1.22381 0.939676 0.513378 0.426298 0.268261 8.95296 8.41901 0.533954 0.693055 0.419165 0.28272 0.399689 0.175531 0.224158 7.72596 2.70516 0.848096 1.85706 1.51651 0.57478 1.12065 5.0208 4.72594
internal_count=2900 1342 77 1558 1382 176 58 118 98 57 41 58 1371 1191 180 102 74 62 164 106 58 1089 199 97 102 82 73 68 890 778
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=12 19 13 0 5 3 18 0 5 17 5 16 18 19 12 15 7 17 5 16 5 17 3 15 18 3 9 7 12 19
split_gain=0.0163589 0.0610811 0.0832225 0.0616819 0.0374623 0.065446 0.0383225 0.0476231 0.0348137 0.0346138 0.0674638 0.0625864 0.0644436 0.0419527 0.0360611 0.0387891 0.0503242 0.0298003 0.0635442 0.0747695 0.0992462 0.0607171 0.0835642 0.0577574 0.0674545 0.180654 0.0520433 0.0705672 0.0900081 0.0724216
threshold=286.25174907180002 14.351157895250003 116.55003687120002 86.692020874450009 20.361635946650004 73.962171626800014 17.454031341500002 118.45077676945002 23.663981639800003 208.12573104970002 18.895511665650005 18.764956119400004 17.327266398450003 12.851036860900001 273.64044797740007 46.574831689400007 23.633329316050006 193.73902333365001 24.038949512150001 22.604947139800004 21.042547594650003 193.01551328760004 93.206154924500012 42.385947950200006 13.740383930250003 90.988176966900014 214.57164835430004 25.520256579150004 226.84167522285003 12.751028791950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 4 -3 5 6 -2 -8 -6 14 11 12 13 -11 15 17 -17 21 19 23 -21 -1 -23 24 -19 26 27 28 29 -26
right_child=1 3 -4 -5 8 -7 7 -9 -10 10 -12 -13 -14 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00044972563789301943 0.062426668659073072 -0.02559109674661645 -0.078697150715600961 0.052832534823451349 0.059559876935581672 -0.063209816164692748 -0.065166301513747069 0.05207397339765063 -0.021699215655790471 0.0035874425111706862 -0.06689042561569454 0.069697601959719371 0.029384546949574222 -0.10078132622567659 0.05058098575818161 -0.082279458140663342 0.045321944826027527 0.036560266586630724 -0.052728702683270227 -0.011361432494039826 0.060864925500330985 -0.068173530970702667 0.019378543963633615 -0.051620845393030357 0.065334996885586513 -0.067442118052823699 0.05151832356740782 -0.038051045884494789 0.069997573810105254 -0.0014148532353076813
leaf_weight=6.7139226474583751 0.092791992472485374 0.16895597310343646 0.22093063575118776 0.24677666806383058 0.12821774176745748 0.22242535359600879 0.08945930836671323 0.056547180839061184 0.089545310937950262 0.060617270268267798 0.21808777957085113 0.1023321611864958 0.13986398723250204 0.10562319403106812 0.15157980342564847 0.11466484294788948 0.042313080062740482 0.64102329139132086 0.16636110371746315 0.28466833684069559 0.57358837688434505 0.30249933571940335 0.17043797648511827 0.1760442852610139 0.17832179936704262 0.34396419147378754 0.26463188398702175 0.33242720141561211 0.23412854564935504 1.8369076314752417
leaf_count=1300 33 35 46 36 43 144 77 79 35 26 34 16 118 75 47 69 8 39 22 19 45 40 16 18 41 30 54 131 30 194
internal_value=-0.000108766 -0.0107406 -0.0253856 0.0209608 -0.00803888 -0.0241789 0.012176 -0.0197601 0.0261457 0.000954617 -0.0219835 0.00199483 -0.0206385 -0.0627247 0.0021018 0.00150803 -0.0478848 0.00214258 0.00804446 0.0101223 0.0369087 -0.00198977 -0.0366214 0.0043856 0.00695897 0.00101137 0.00928336 0.0049543 0.01131 0.00449165
internal_weight=14.4697 1.31565 0.899918 0.415733 0.678987 0.461224 0.238798 0.146006 0.217763 13.154 0.626524 0.408437 0.306104 0.16624 12.5275 12.3759 0.156978 12.2189 5.03207 4.86571 0.858257 7.18686 0.472937 4.00745 3.8314 3.19038 2.84642 2.58179 2.24936 2.01523
internal_count=2900 528 457 71 411 333 189 156 78 2372 269 235 219 101 2103 2056 77 1979 623 601 64 1356 56 537 519 480 450 396 265 235
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=7 7 4 12 2 7 6 5 16 10 0 5 7 16 10 19 4 0 13 12 16 15 17 19 10 7 10 3 3 18
split_gain=0.0158493 0.0666048 0.0548341 0.111325 0.101335 0.0510784 0.0472207 0.075827 0.100294 0.0678824 0.0366511 0.0434553 0.0350889 0.0333487 0.0316228 0.0323998 0.0583664 0.0746882 0.062206 0.0365889 0.0457015 0.0746064 0.033295 0.0299851 0.122946 0.0681447 0.060236 0.0501497 0.0482121 0.126958
threshold=24.891451065550005 25.256598800350002 195.32149859550003 148.24135922650004 208.90944126775003 24.815630185550003 14.925348728400001 18.895511665650005 18.764956119400004 75.403185184700007 97.738895332450014 16.892865140250006 26.038885134450002 11.934972090850001 90.740838818900016 12.250988447150002 286.97332695225003 101.99741301110002 101.9194477253 194.62888214220001 14.479966139550003 15.559431200450001 189.73320545960004 12.651020723000002 71.343613407700005 24.052187734100006 75.551050381850018 84.431027586750005 85.54673771085001 14.194363735100003
decision_type=2 2 2 2 2 2 2 2 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 13 7 8 9 -3 -11 14 -9 -1 15 19 17 -17 -18 -12 21 22 -21 -15 27 26 -26 -25 29 -29
right_child=1 6 3 4 -6 -7 -8 12 -10 10 11 -13 -14 23 -16 16 18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.045476556843381997 -0.094835273055202632 -0.084891367397319284 0.047102477667232329 -0.091475318365727754 -0.0016002716382134885 0.059854200295744765 0.061609585983450635 -0.098778123408694921 0.069603247954360611 0.08164411973484019 0.040837350090827514 -0.092734389345349527 -0.01648198213630751 0.018860194919729081 -0.067019317051751723 -0.10154253682123443 -0.018695998767211775 0.01527320006259579 0.083153556120490912 -0.038000085035848945 0.079593925212482416 -0.10086245378072152 0.048465871757897606 0.052750641917244101 -0.055184465192023559 -0.098470123985914815 0.0692588047494304 0.042329097827876236 0.0021055382796638807 -0.10260480582053495
leaf_weight=0.15378050862724713 0.11599768472660921 0.095690614352861192 0.17964383770140557 0.24058987546391108 0.26214847433675459 0.14825290976296024 0.12820329035639577 0.10496979757920133 0.21565538889262814 0.055767141388059716 0.38076892385583938 0.049817470193374791 0.10230292758978976 0.90515816851731656 0.062145763737589621 0.12715168350041495 0.16402620079770713 0.096099312458591157 0.094525201566284522 0.074833762118942104 0.053246935409333673 0.082602269510971382 0.10998711822321638 0.19067568023455983 0.11083365076638152 0.19081760905646661 0.059928498644467254 0.10329673793967131 9.4984803493629197 0.14567462284685462
leaf_count=159 24 63 29 55 35 22 22 46 23 16 145 10 29 290 305 46 63 40 19 22 13 75 53 18 30 67 53 10 1079 39
internal_value=-0.000104536 -0.00685739 -0.0312715 -0.0204664 -0.0446108 0.00153641 0.00289924 -0.0011267 0.00598466 -0.00349902 0.00226608 -0.00115168 -0.0581595 0.000775244 0.00251178 0.00616366 -0.0138025 -0.0512587 0.0185397 0.019878 -0.00500952 -0.021855 0.0134559 0.00141002 -0.000123531 -0.0574024 -0.0115114 0.00196045 0.000966915 -0.0424726
internal_weight=14.3031 2.79617 0.79838 0.682382 0.502738 11.5069 1.99779 1.86959 1.66232 1.44666 1.35097 1.2952 0.207273 11.3586 1.24539 1.18324 0.481802 0.223251 0.258551 0.701439 0.32067 0.267423 0.184821 11.2049 10.2997 0.36158 0.170762 9.93813 9.74745 0.248971
internal_count=2900 1133 143 119 90 1767 990 968 893 870 807 791 75 1745 781 476 168 86 82 308 163 150 75 1586 1296 150 83 1146 1128 49
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=8 5 17 10 0 12 17 18 0 10 9 3 7 15 10 0 18 15 18 17 18 17 5 9 6 7 8 10 7 17
split_gain=0.0159886 0.0441742 0.0319923 0.0300592 0.0204017 0.0300342 0.026382 0.0225592 0.0159838 0.0406619 0.0594376 0.0550097 0.0636327 0.0337667 0.0594235 0.0343533 0.0414817 0.0564267 0.0614188 0.0391625 0.0445259 0.0359396 0.0468764 0.0422896 0.0365197 0.0326664 0.026191 0.0337847 0.0257669 0.101456
threshold=1.6487133604500002 8.494960530800002 201.37020668845003 90.988176966900014 118.45077676945002 236.87735968945 198.12422587605002 16.118666550000004 85.716110573100011 61.917879202350001 187.38923140910003 93.932038619750017 19.617375644250004 43.132842597400007 61.82916008405001 84.95796538030001 11.904475184000002 35.054707749500004 11.780121045600003 167.16910179850004 11.639306137250001 173.06150329755005 30.133297129900004 187.70546222865002 17.130400249100003 17.605734992150001 8.543332867800002 61.998532946250002 22.580174331950005 189.37128582595003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 -1 9 13 11 -11 -13 14 15 16 17 18 19 20 25 -18 23 24 -23 -2 -12 -28 29 -10
right_child=8 -3 -4 -5 -6 6 -8 -9 28 10 26 12 -14 -15 -16 -17 21 -19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.053494294932360291 0.056116534739403617 -0.10076162264965234 -0.10028840968726141 -0.10031235676315967 0.090255116510439978 -0.10055908227528712 0.038443589264237597 -0.029128260617499863 0.0010152458859731086 0.045562057692373141 -0.10178196562393943 0.06695964286700011 -0.076753968791835492 0.030001462686426644 -0.076675008581540458 0.062301237962239624 -0.10134303941253067 0.10084019815851573 0.049240386374806905 -0.10336421253569646 0.10042609285310289 -0.050997512789022696 0.083535879587863932 -0.10108294767723357 0.087367350983215172 -0.07605686037669486 0.010793312408725757 -0.10076420887457951 3.72744150947287e-05 0.068840965955229275
leaf_weight=0.10797960252921335 0.025652759934472469 0.058076183156117622 0.031965220010306439 0.024476378271913291 0.032083108570077457 0.041056188471884525 0.020457585371332243 0.047620490888675704 1.105066671422718 0.13388665088132246 0.12064755546123251 0.041089664951869054 0.1231449142006511 0.31109889796061907 0.11114773974748005 0.083260172025234169 0.065795949073617521 0.063227763399481773 0.13386616838096899 0.063416696862475419 0.029530212610552553 0.044515776607681801 0.038086251754066325 0.064721556862423313 0.033378581603756174 0.068978195162969769 0.066577164523323518 0.045837233700041224 10.725760289967523 0.27552859979550692
leaf_count=62 35 47 118 134 7 49 14 34 193 15 46 8 82 38 14 11 47 3 24 18 3 22 16 37 29 72 12 48 1617 45
internal_value=-0.000118398 -0.0208134 -0.00562193 0.00543517 0.0158218 0.00482273 -0.0543311 0.0282081 0.000428063 -0.00874962 -0.0315904 -0.00201381 -0.0407984 0.00192415 -0.00865611 0.00192596 -0.00603838 0.0144835 -0.00250281 -0.0394297 -0.0067744 -0.0380637 -0.0150229 -0.0413435 0.00829334 -0.040227 -0.0694232 -0.0346945 0.00169245 0.0145514
internal_weight=14.1379 0.363715 0.305639 0.273673 0.249197 0.217114 0.0615138 0.1556 13.7742 1.66786 0.531183 0.298121 0.164235 1.13668 0.825578 0.71443 0.63117 0.384672 0.321444 0.187578 0.124161 0.246498 0.180702 0.142616 0.0778944 0.094631 0.233062 0.112414 12.1064 1.3806
internal_count=2900 465 418 300 166 159 63 96 2435 580 211 105 90 369 331 317 306 155 152 128 110 151 104 88 51 107 106 60 1855 238
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 16 16 10 3 6 15 17 5 17 9 9 18 16 16 10 13 13 6 15 10 17 17 8 16
split_gain=0.0145425 0.0672574 0.115327 0.062133 0.0678202 0.103154 0.0836238 0.0609524 0.0614964 0.0743477 0.0579074 0.0563131 0.100058 0.0588775 0.0490742 0.0353832 0.0904789 0.0892001 0.0571355 0.0554551 0.0502433 0.0424951 0.0935505 0.0612047 0.0390019 0.0648734 0.0496016 0.0820632 0.0392482 0.0577118
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.870208776000002 17.534958995600004 18.984955604900005 70.085415002650009 84.807411725000023 14.875347560100002 29.334060236450004 196.27545234990001 17.886193876600004 194.76181357870004 205.70977008025002 202.89977928865002 15.532509816950002 15.919962772200003 14.994964935250001 78.677727187550019 104.02719889955002 104.12129493415001 13.915325129350002 23.304416445750004 73.365333921800001 183.58889821140002 177.83257937300002 4.9461400813500012 14.614965823850001
decision_type=2 2 2 2 2 2 2 2 2 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 10 15 11 -9 -10 -6 13 -13 -2 -8 16 21 -17 19 20 -19 23 -23 -1 26 -26 27 28 29 -24
right_child=7 2 -4 -5 5 -7 14 8 9 -11 -12 12 -14 -15 -16 17 -18 18 -20 -21 -22 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.006068516130428827 0.017308440168859251 0.072813309237723459 -0.10301151902878508 -0.10111515325299543 -0.075016163843823799 0.090548267402004348 -0.10214280993386954 0.00094847725156839652 0.0037156579803080195 -0.10117638022611813 0.048376555264408566 -0.066306948282251296 0.04033775705431987 0.093650738022794 0.026229353538508412 -0.10140877331695029 0.069919523211806653 -0.086819740509537058 -0.10053145519754483 0.055806336616845191 0.0063981843884903218 0.10093482447071014 0.06643833711094943 -0.10172939066452358 0.035562442634447779 -0.10252402611432571 0.077775631354735641 -0.10340965853631559 0.10017168946797153 -0.086075189622571366
leaf_weight=1.3270783783777664 0.20705461406032455 0.048965525721541669 0.15666010229506355 0.06237382953895565 0.084459406411042326 0.19151023027478686 0.13217321632748724 9.3935481583787883 0.13862142493599172 0.13184600573003991 0.069188441627829889 0.13972900675730671 0.23754441575147212 0.19727267844064045 0.038439678876784455 0.11545483925715405 0.19507726327043418 0.077826651278883219 0.054916158715968777 0.15613987706274202 0.22492473351064746 0.11764807766303409 0.052894303826377609 0.070432735613806474 0.059594074830442878 0.079288112523499876 0.10189900246984962 0.062577814179803681 0.054947478347457945 0.046731678680771438
leaf_count=901 25 22 74 59 38 16 84 935 15 45 15 22 36 33 23 43 38 11 52 29 169 6 24 45 37 13 17 10 5 58
internal_value=-0.000118037 -0.00561715 -0.0611424 -0.00223479 -0.000373283 0.0415815 -0.00525227 0.00176729 -0.000405118 -0.0474165 -0.0194518 0.0286278 0.000840252 0.0545561 -0.0732201 -0.00110697 0.00495185 -0.0219831 -0.00413576 0.00740004 -0.0175648 -0.00147142 0.0213962 -0.0108897 0.000961793 -0.0432714 0.0202164 -0.00679341 0.0323209 -0.00510137
internal_weight=14.0268 3.5812 0.205626 3.37558 3.3132 0.345158 2.96804 10.4456 9.66402 0.270467 0.153648 0.781601 0.377273 0.404327 0.170613 2.79743 2.16817 0.629262 0.513807 0.458891 0.302751 1.97309 0.575581 1.39751 0.457932 0.138882 0.31905 0.217151 0.154573 0.099626
internal_count=2900 1789 96 1693 1634 69 1565 1111 995 60 53 116 58 58 107 1458 1154 304 261 209 180 1116 170 946 164 50 114 97 87 82
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=12 2 15 16 19 17 9 17 19 12 7 7 15 6 8 18 8 17 0 18 15 15 8 19 14 19 14 7 0 6
split_gain=0.0148523 0.0320648 0.0296849 0.0600874 0.110619 0.0479257 0.0336512 0.0229384 0.0312688 0.0525019 0.0245741 0.0439622 0.0753394 0.044276 0.0747567 0.0680256 0.0368068 0.0562385 0.0682953 0.0685221 0.058677 0.06106 0.0557862 0.0455827 0.0341053 0.0779247 0.0558364 0.0441426 0.0505726 0.0462759
threshold=92.695913642950003 71.847610775600018 28.129673635100001 18.594956516900002 12.651020723000002 193.11174173740002 197.33595066125002 166.83257850275001 13.451085274650001 254.30002952885002 20.778835947700006 21.725272673150005 22.200736796650002 18.155424198600006 8.9430209551500024 14.269756697250001 8.7431769115000026 184.59783591905003 94.230457472250009 13.832542267500001 22.332985174250002 12.066969111850002 8.3434888241000014 14.451165964200003 371.52535269000003 14.351157895250003 404.29318073705002 27.952168727600004 105.70748523110002 15.545363214900002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -3 -9 12 -12 14 16 -16 17 18 22 -20 21 -21 -13 -18 -19 26 -26 28 29 -28
right_child=1 7 5 -5 -6 -7 -8 10 -10 -11 11 13 -14 -15 15 -17 23 24 19 20 -22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.026802102358452557 0.033279912732337928 -0.10079999312484487 -0.032350191457446435 0.037494870877323526 -0.10192954387146816 -0.066158837119530828 0.021461906848113638 0.022492178537718281 0.041622955446699084 0.031979225923173725 0.030629089317755376 -0.10371466796254168 -0.083039897167502028 0.061167702844873321 -0.1015982242598199 0.013608235968354906 0.049962923562950519 0.0039589357740337592 0.087320788062071553 -0.10112934912814803 -0.071614109406718862 0.027658476648121585 -0.023662052129883187 -0.014194900211991855 -0.068053042877033856 0.024480029071359932 -0.058331695235486827 -0.10030641142770491 0.061246195456779 0.070580403651079232
leaf_weight=0.15805166091318834 0.29867275671858706 0.093238277495344302 0.25124308682279661 0.29500614292919636 0.11555436005437514 0.19801518371968996 0.21621811897784937 0.49375186819850014 0.040501512081846158 0.043753844459928359 0.091739038460423639 0.15333580895775689 0.16001463171841124 0.11953944194101573 0.13547994217515302 0.082440803370445792 0.3220198304848062 8.79794720500092 0.074869473777653184 0.043204938947724258 0.13256605862079596 0.24885175793497183 0.20137613157407941 0.16878115360668744 0.29804396122318699 0.30918753122222142 0.11893320108629268 0.043675752471926899 0.10680847608909971 0.036359261515372054
leaf_count=45 30 205 26 27 40 20 22 181 46 46 58 35 55 30 32 17 36 1301 9 59 40 104 24 22 129 53 77 95 26 10
internal_value=-0.000119619 0.000904647 -0.0105899 0.00618863 -0.0275662 -0.0249261 -0.0074601 0.000119548 -0.0355698 -0.0583917 0.000641392 -0.000285074 -0.0416189 0.000628255 -1.36579e-05 -0.0580149 0.00112959 -0.000114012 -0.0247137 -0.000885631 -0.0164382 0.00860646 -0.0582674 0.0278997 0.00204985 -0.0163466 -0.0372519 -0.00722968 0.00828036 -0.028149
internal_weight=13.8492 12.6151 1.23409 0.568612 0.273606 0.665476 0.467461 12.3164 0.177494 0.136992 12.1389 11.6452 0.251754 11.3934 11.2739 0.217921 11.056 10.5652 0.854204 0.499492 0.424623 0.292057 0.354712 0.490801 9.71096 0.913008 0.603821 0.305777 0.262101 0.155292
internal_count=2900 2720 180 112 85 68 48 2690 297 251 2393 2212 113 2099 2069 49 2020 1962 271 212 203 163 59 58 1691 390 337 208 113 87
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=16 13 0 9 10 7 10 2 9 7 10 7 17 6 13 13 13 10 7 19 0 5 18 6 15 9 9 0 16 13
split_gain=0.014142 0.0639969 0.0511706 0.0665763 0.0801622 0.108797 0.0451497 0.0488821 0.0444695 0.0457086 0.0684585 0.0460638 0.0737839 0.041577 0.0392443 0.0945095 0.0567948 0.101538 0.082741 0.0811203 0.0663844 0.165639 0.0633924 0.0443974 0.0680638 0.110273 0.0962269 0.0792214 0.0659012 0.114
threshold=22.624947093000003 117.70876232545002 86.280686780500005 197.19111486365003 62.057679025150001 24.252468908850002 62.046925192600007 95.580212559300023 186.67271206880002 22.477322886550002 57.729261435100007 22.726915405250001 192.00356210945003 16.525386113000007 117.38883580790001 117.34850893595002 117.47217800995001 62.106071271500007 23.147601011700004 14.351157895250003 86.103248543850015 21.964328598750004 13.601370067700001 15.785368822600002 30.046989284200006 193.60452210450003 203.83507631320003 88.232507383150008 19.974953289850003 113.85351336640001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 6 -4 -5 -6 8 -8 -2 10 -10 -11 -13 -14 15 23 -16 18 20 -20 21 -18 -21 28 -25 -26 -27 -28 -1 -30
right_child=2 -3 3 4 5 -7 7 -9 9 11 -12 12 13 -15 16 -17 17 -19 19 22 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.0018331633980650502 0.028955502701573172 -0.082171906936593792 0.064441555103779163 0.04053978419223548 -0.073859797686427447 0.023960010403198465 0.0024272654389800204 -0.10194199883579314 0.022533414606765282 0.03716768459511454 -0.061013672972456828 -0.063390758424428692 0.045117784429853466 -0.019243614110207825 -0.041170910491227897 0.10057421270771943 0.039530463956349571 0.05706766506994209 -0.084462314089681606 -0.055802952924552778 0.026221390404656465 -0.10205121078912774 0.015662090139656661 -0.024469493922258282 0.085689853999707064 -0.019238139040609767 -0.0029832697554823869 0.066762673300955186 -0.062869985293266276 0.0025320169891389285
leaf_weight=5.0461370372017544 0.42397405684641976 0.098319040312618067 0.2845498592359943 0.41647816728800535 0.20664435409707949 0.25279334606602788 0.086263065692037233 0.093530777534283516 0.14449634391348787 0.29583972815817106 0.30529364752601396 0.18546394927784604 0.2003393666818738 0.20114048345203628 0.5294293615716027 0.096623866771551437 0.17004329385235883 0.23727809862060656 0.24702718498792819 0.21532974049841869 0.61894914260483347 0.16074630497968201 0.2930376910517225 0.35425840234685768 0.24433453646702208 0.54269829547411041 0.28096549529072945 0.38741295761428773 0.46366147268417968 0.62680958166311029
leaf_count=1786 47 59 24 24 14 28 10 31 15 34 48 41 18 28 35 7 12 17 30 19 38 49 31 238 23 32 34 44 49 35
internal_value=-0.000132558 -0.00186746 0.00581313 0.0224177 0.00876586 -0.0200371 -0.00413815 -0.0518668 0.000747186 -0.00822762 -0.0341739 0.00499236 -0.0112251 0.0128729 -0.00111657 0.00227026 -0.0121367 -0.00422299 -0.0127519 -0.0374519 0.00689373 -0.0292708 -0.0146084 0.00107492 0.0148394 0.0244075 0.0120438 0.0374436 -0.00298421 -0.0252765
internal_weight=13.7099 10.6131 3.09681 1.16047 0.875916 0.459438 1.93634 0.179794 1.75655 1.33257 0.44979 0.882784 0.586944 0.40148 10.5147 8.0429 2.47184 1.94241 1.70513 0.755395 0.949739 0.33079 0.508367 7.94628 1.80967 1.45541 1.21108 0.668378 6.13661 1.09047
internal_count=2900 2538 362 90 66 42 272 41 231 184 63 121 87 46 2479 2248 231 196 179 80 99 61 50 2241 371 133 110 78 1870 84
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=15 5 16 6 6 6 9 16 15 10 9 6 7 7 7 19 9 6 5 5 13 17 7 16 15 0 16 10 15 12
split_gain=0.0133091 0.041395 0.0543515 0.0478434 0.0696544 0.0494157 0.044399 0.0318923 0.020796 0.0650264 0.0739659 0.0286135 0.0739731 0.0900931 0.119654 0.06139 0.0760344 0.0995194 0.0748364 0.110462 0.0741573 0.0674241 0.0652392 0.042576 0.0444763 0.0384809 0.0875287 0.0748488 0.0729455 0.0617661
threshold=45.169600924000008 24.301614351200005 22.594947163200004 16.770391837550005 16.495385412050002 16.475384944750001 202.37225149245003 22.644947046300004 42.80317728375001 61.917879202350001 199.02473417820002 16.455384477450004 23.875242364300004 23.789355599150003 23.477153707700001 14.351157895250003 200.63976601170003 16.515385879350003 22.782602051550004 21.269675393700002 117.61735474900001 186.19055817300003 22.806258769100005 22.634947069650003 20.742056627150003 86.001087134900004 22.604947139800004 62.079186690200011 40.128253618400009 98.870599058600007
decision_type=2 2 2 2 2 2 2 2 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 7 -2 -4 11 -10 -11 25 13 14 15 18 17 -17 19 -13 -19 23 -18 24 -20 28 -27 -28 29 -1
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12 12 -14 -15 -16 16 22 20 21 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.079607868016224298 -0.09448961635840214 0.057882515054049746 -0.10153125715525002 0.053244035410407342 -0.10176121766684704 0.066745520681246381 -0.006100830080983919 0.00608433111308987 0.055663286362562993 -0.034655230748483909 0.036295097834877957 -0.0020743587725704804 -0.076153874177011818 0.082427409981452426 -0.098692700787612886 -0.037316505649161641 0.0083561831373235047 0.050781647419628539 -0.10263907540858858 -0.10289934977290094 -0.014556350227561275 0.080303750436101884 0.08839178148347536 -0.10175823251817065 0.012485850578329731 0.00068116005897552552 0.07073747620007434 0.0095837372252039928 -0.10194090262442489 0.010804485825330916
leaf_weight=0.09374919358851741 0.10951512958354293 0.13187499853660256 0.048191807603672032 0.076304930800688453 0.10277982088561544 0.070514584992452001 0.11813176714349538 0.064255956878696452 0.2758866003132433 0.33010060422748211 0.26480320072892027 0.20793490569212991 0.15555807569489832 0.1123531289413221 0.14083802859749983 0.53753036342095561 0.22442266431244196 0.36809269042714732 0.038431030482023232 0.22759996893978496 0.32894252946425695 0.091047721692575578 0.18646609495772282 0.049947287887334824 0.26462295816082815 7.5889250875175929 0.34243845334276546 0.48164623297634535 0.096562867052853107 0.38945669711188202
leaf_count=22 24 28 24 11 44 14 16 26 25 38 36 21 28 6 17 39 35 23 55 27 32 10 17 6 212 1896 22 41 10 95
internal_value=-0.000128314 -0.013342 0.00291858 -0.0171019 -0.0358872 0.00111778 -0.0486224 -0.0400365 0.000616731 0.0155354 -0.00307387 -0.000472523 -0.00904805 -0.00529067 -0.00898754 -0.0039841 0.00741606 -0.00498524 -0.0253106 -0.0547631 0.0199476 0.00357718 0.0446773 -0.0162125 -0.00211343 0.00232514 0.00404237 0.0349954 -0.0225935 -0.00673687
internal_weight=13.5189 0.721569 0.493922 0.362047 0.285742 0.182962 0.227647 0.112448 12.7974 0.87079 0.594904 11.9266 2.93379 2.77823 2.66588 2.52504 1.64545 1.23457 0.879584 0.435535 0.697035 0.444049 0.410889 0.353001 0.303054 8.99278 8.41301 0.824085 0.579769 0.483206
internal_count=2900 187 147 119 108 64 40 50 2713 99 74 2614 528 500 494 477 146 94 331 48 55 283 52 273 267 2086 1959 63 127 117
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=19 5 17 12 3 6 2 8 9 9 9 19 17 17 17 2 2 17 6 3 10 13 9 13 4 19 9 7 9 15
split_gain=0.0144567 0.0304133 0.0218154 0.0438245 0.0863567 0.0693012 0.0336383 0.030267 0.0283921 0.0854189 0.0479722 0.0475968 0.0322616 0.0344158 0.0890144 0.0616848 0.151619 0.0386557 0.087825 0.09108 0.0735124 0.113972 0.0586832 0.0625249 0.0779428 0.0466992 0.0533466 0.0412382 0.0371397 0.0794112
threshold=14.651182102100002 22.334016245700003 206.58076374065004 369.59988112290006 82.979260196300018 15.925372093750001 347.55895130095001 8.3434888241000014 219.18262328155001 215.80505313260002 227.14331114760003 13.451085274650001 205.32027903760002 201.37020668845003 202.72018094520004 123.36062304850002 229.52120806975003 197.57625617845002 14.875347560100002 83.799239926100014 62.837331883000012 117.55283175385001 206.08249486475003 99.19872809730002 178.01822304010003 14.551174033150001 190.77452831370002 24.029932718600005 202.64563922830004 28.566186095050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 8 -5 9 12 11 -10 13 17 -15 -16 -17 22 19 -19 21 -20 25 -24 -25 28 -27 -21 -1 -30
right_child=1 -3 3 7 5 -7 -8 -9 10 -11 -12 -13 -14 14 15 16 -18 18 20 27 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.000802284681857023 0.043069139835825318 -0.0044717114375803875 0.0037977232117530784 -0.016114285101455694 -0.091238898748855962 -0.002303056876861369 -0.054680626560855407 0.079264951670869263 -0.0043241950736204009 0.07274301609456478 0.046429257658573732 -0.099571577115702817 0.037704025638549965 -0.065129082751342118 0.046583110469569908 -0.08087785092291766 0.0460306221691461 0.022829796690855206 -0.046532465369046969 -0.017792626070552223 0.054515493230183988 0.051894313855492417 0.059492181979111505 0.014268997427095649 -0.067460577582144049 0.0075234136257563257 -0.062170582485675918 -0.10150445442122356 0.063452171737244031 -0.0054417439579180459
leaf_weight=6.8095448017364451 0.23403340882578128 0.31660688199917786 0.51754310741193765 0.058415025129988862 0.24183490364703175 0.13739474083558889 0.10980483100763727 0.077294005488511175 0.10104531408035278 0.16672185604488809 0.06182648719595818 0.10912637081855792 0.22996642208181661 0.28438461429868844 0.20930193225603944 0.19982918921050441 0.17799124704970382 0.24950614168642538 0.23858577990904428 0.10735558731539641 0.61470176128204912 0.2320825710776262 0.068008964971340791 0.16892773836138986 0.3773097343992049 0.20183792521129351 0.24092866109458555 0.13023717348141872 0.30263240400859093 0.3741656817128387
leaf_count=1439 22 39 324 39 60 28 77 13 43 49 27 24 28 65 30 42 36 90 20 11 37 20 35 33 93 19 29 41 40 47
internal_value=-0.000131356 0.0157341 -0.00081396 -0.0147512 -0.0227657 -0.0590175 0.000409066 0.0382096 0.000928035 0.00169092 -0.0310012 -0.053779 0.000634877 -0.000140985 -0.0192087 0.00303383 -0.0210913 0.00150175 0.0159106 -0.0193669 0.0317427 0.00200094 -0.00115031 -0.0309275 -0.0421851 0.00115645 -0.0304001 -0.0636795 0.00302281 0.0253644
internal_weight=13.3489 0.55064 12.7983 1.03248 0.896773 0.37923 11.7658 0.135709 11.656 11.384 0.271998 0.210172 11.2173 10.9873 0.871507 0.587122 0.37782 10.1158 1.57247 0.487099 1.08537 0.470668 8.54336 0.614246 0.546237 7.92911 0.442767 0.237593 7.48634 0.676798
internal_count=2900 61 2839 464 412 88 2375 52 2298 2204 94 67 2155 2127 173 108 78 1954 219 142 77 40 1735 161 126 1574 48 52 1526 87
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=16 15 16 16 9 0 6 10 3 14 19 13 13 16 12 12 18 9 16 2 19 6 5 5 0 13 10 3 8 6
split_gain=0.0141861 0.0574846 0.0489799 0.0484484 0.0552869 0.0510109 0.129383 0.0487624 0.0698141 0.0477805 0.0883712 0.0764722 0.0717954 0.0595734 0.0473772 0.045922 0.0651661 0.125226 0.0909354 0.0651924 0.066946 0.0582574 0.0508226 0.0484747 0.0424709 0.0398296 0.0415432 0.0511863 0.0380373 0.0358541
threshold=18.594956516900002 32.540328261750005 18.484956774100002 18.984955604900005 196.26893085885004 94.047642319350018 14.515339148550002 70.085415002650009 84.807411725000023 169.50964292540002 12.651020723000002 108.36905878025001 107.97116697695002 18.324957148300005 94.472960382900013 207.71672397260002 15.974481919500002 202.13708171315002 15.474963812800002 175.40496222385005 12.250988447150002 13.475314848550001 13.809011005350003 23.234643166550004 81.917319234750025 101.21238323700003 75.403185184700007 80.941408933400012 8.2435668022500028 11.125259939900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 4 -2 -6 -7 -5 -9 10 28 12 13 14 -11 16 17 18 23 20 29 22 -20 -16 -13 -17 -27 -28 -1 -18
right_child=3 -3 -4 7 5 6 -8 8 -10 11 -12 24 -14 -15 15 25 19 -19 21 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.039635071329160491 -0.028935961303988428 -0.10100424866918718 -0.08564496193857557 0.0010180335470908253 0.074282808906970837 0.066345046751956724 -0.059896472119848256 0.005410536653977934 -0.1010360689481902 0.071645915203672028 -0.10200578720704881 -0.047988104847745287 -0.10162526234211278 0.08687176378733813 -0.075001481282252813 -0.0030101473807050199 -0.0050738672587431408 -0.10144022434923357 0.019467449358547023 -0.10092428263370389 -0.037170632334066027 0.06365034516029075 -0.10078576404664621 0.051865612947327305 0.083406578836894951 -0.0074890018931560321 -0.0097296262458658814 0.092481649910235428 0.064246620629387852 0.063772681527763261
leaf_weight=0.070340499593017802 0.14415622294541108 0.062178155953688363 0.071786666987008974 8.8554812521811037 0.25102604484709445 0.19841593859018758 0.13740520176361315 0.13283753403811793 0.11491496491362341 0.08327407261436004 0.12947216987367938 0.029082878017732017 0.071393186989553103 0.076651571842376032 0.21509885391930106 0.8150609639268962 0.10878828541245866 0.21389136268635411 0.1048434139793244 0.049478149087235579 0.14810945056251512 0.16909785920734066 0.052866656493279152 0.03502086172773744 0.15959655492247293 0.1356486373771304 0.069769137691764627 0.16455374183351523 0.070651282425387762 0.24828444943159411
leaf_count=32 39 70 41 935 23 27 27 15 45 19 40 117 25 8 159 564 176 62 73 57 76 26 25 21 20 54 30 32 9 53
internal_value=-0.000132721 -0.00574773 -0.00394897 0.00178283 0.0265518 0.0401821 0.0146918 -0.000206153 -0.0439626 -0.00212819 -0.0423559 0.00155936 -0.00264855 -2.21178e-05 -0.00257036 -0.00501267 -0.0176552 -0.0360861 -0.0118566 0.00862315 0.0193524 0.0228757 -0.0208431 -0.057238 0.0631535 0.00934156 0.0365528 0.0620485 0.0124203 0.0427974
internal_weight=13.1892 3.35494 3.29276 9.83424 0.731003 0.586847 0.335821 9.10323 0.247752 3.22097 0.270464 2.95051 2.76183 2.69044 2.61379 2.53051 1.34548 0.790819 0.576928 0.55466 0.505182 0.326808 0.15771 0.25012 0.188679 1.18503 0.369972 0.234323 0.140992 0.357073
internal_count=2900 1789 1719 1111 116 77 54 995 60 1678 81 1597 1460 1435 1427 1408 728 366 304 362 305 124 98 180 137 680 116 62 41 229
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=7 7 4 12 2 7 6 5 16 10 7 0 5 16 7 12 17 5 15 15 13 10 13 16 6 5 13 18 5 13
split_gain=0.013496 0.049858 0.0478473 0.0750492 0.0857519 0.0398089 0.0372227 0.060156 0.083529 0.0553553 0.0306266 0.0292365 0.0346581 0.0245105 0.0384238 0.0238414 0.0519188 0.0339785 0.0802282 0.0982035 0.13227 0.137249 0.172943 0.209485 0.100902 0.101967 0.10119 0.100201 0.0727596 0.0905152
threshold=24.891451065550005 25.256598800350002 195.32149859550003 148.24135922650004 208.90944126775003 24.815630185550003 14.925348728400001 18.895511665650005 18.764956119400004 75.403185184700007 26.038885134450002 97.738895332450014 16.892865140250006 11.599972874200001 20.562096111400006 93.660658182900008 193.11174173740002 20.717225865800003 35.34809845485001 34.279674133750014 115.02030419500001 66.318885161900013 112.82921081865001 19.844953593850004 14.755344756250002 18.152162791050003 104.19119484555002 14.339258036900002 21.042547594650003 117.25441290135001
decision_type=2 2 2 2 2 2 2 2 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 13 7 8 9 -3 -9 -11 -13 14 -1 16 -15 18 19 20 21 -17 23 24 26 -26 -23 -28 29 -19
right_child=1 6 3 4 -6 -7 -8 10 -10 11 -12 12 -14 15 -16 17 -18 28 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.029965841516861241 -0.093497445827069536 -0.084685075543500354 0.04180066960087906 -0.08947395049271023 -0.00029757919855511903 0.057691176475018084 0.058710193808692739 -0.098041315709568588 0.066485226733019903 0.07787688336230196 -0.01560556525486111 0.0013381485581047017 -0.091791644385155996 -0.0012241881311174552 -0.084498938806636212 -0.048932411142046855 -0.053610155605078119 0.0078512282823613808 0.064785057751214556 -0.060886346940272076 0.072854264201878904 0.021265093624627942 0.10051841179067073 -0.10225607304703051 0.097097764849059298 0.012457109992884428 0.0071630831727722 -0.10173913355168576 0.0021171297995443475 -0.073292016088015721
leaf_weight=0.04604158494066446 0.10022116159780248 0.080077447117673617 0.15188424532107092 0.19357893268477255 0.2434328622503017 0.12425040538801191 0.10892575326761278 0.088724543993919158 0.19230314885498945 0.047723653195134719 0.091592732101162255 1.1196805521856843 0.041439073829678708 0.88119550364785826 0.080777685400263977 0.40935869781924328 0.24091111705638468 0.25499754172051314 0.2596649135739425 0.19975937403796695 0.31273129288820189 0.55543115679574817 0.20992032368667413 0.16635467184823927 0.24797761966920007 0.33408884686650708 0.1664138785272371 0.17162274216025253 5.6056417047124327 0.29827945699798875
leaf_count=35 24 63 29 55 35 22 22 46 23 16 29 781 10 129 100 39 29 24 17 17 30 230 20 20 18 29 26 43 914 25
internal_value=-0.000131317 -0.00680285 -0.0296238 -0.0187535 -0.0397992 0.00142179 0.00207973 -0.0016328 0.00500604 -0.00416648 -0.0561678 0.00116732 -0.00198555 0.00075218 -0.0429426 0.00128943 -0.0124712 0.0029692 0.0116325 0.00665648 0.0118985 0.00346795 0.0150515 0.00412431 0.0161178 0.0485165 -0.0049889 -0.0481271 -0.00129756 -0.0358942
internal_weight=13.025 2.45958 0.689117 0.588896 0.437012 10.5654 1.77047 1.66154 1.48122 1.28892 0.180317 1.20884 1.16112 10.4412 0.126819 10.3143 1.12211 9.19224 3.03332 2.77366 2.5739 2.26117 1.85181 1.64189 1.47553 0.582066 0.893468 0.338037 6.15892 0.553277
internal_count=2900 1133 143 119 90 1767 990 968 893 870 75 807 791 1745 135 1610 158 1452 489 472 455 425 386 366 346 47 299 69 963 49
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=7 7 7 7 7 7 7 18 8 15 13 5 18 18 7 13 5 18 10 10 18 0 3 18 18 17 7 4 18 19
split_gain=0.0133055 0.0519636 0.0441687 0.0432083 0.0590346 0.0690001 0.0410667 0.0586482 0.0407522 0.0356554 0.0342705 0.0547668 0.0581123 0.0719423 0.056983 0.0495843 0.0724057 0.061428 0.068501 0.070561 0.0803441 0.0611878 0.0526792 0.0781566 0.0333521 0.0819707 0.0637627 0.0439931 0.0634808 0.0439169
threshold=24.390191290350007 24.575790737200006 24.292705381350004 24.176224535650004 23.974509389900003 23.9444576715 24.029932718600005 14.117867417450002 8.4434108459500017 29.198705243000003 117.47217800995001 22.852794041600003 14.339258036900002 14.616109407550001 24.639960683050003 115.48003053525001 19.861308675400004 14.767724047450001 69.276189105400007 70.133807249000014 15.008481731450003 97.835679825150024 82.979260196300018 15.409823741150001 14.322090334300002 200.83528241485001 23.824098587650003 342.29488559810005 14.385463547100001 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=2 8 3 4 5 24 -6 -8 9 -2 11 12 -3 -14 -15 16 17 -16 -19 -20 -21 22 -22 -24 25 29 27 28 -26 -1
right_child=1 10 -4 -5 6 -7 7 -9 -10 -11 -12 -13 13 14 15 -17 -18 18 19 20 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.012834306445733541 -0.021717760420803138 0.058388580191033462 0.037196987191260363 -0.042286631700262603 0.068264137023720042 -0.065337097779841119 -0.039403915216730201 0.039632783827271562 0.010652013974028554 -0.10341905909727329 0.062524012590472577 -0.099407755304075973 -0.054992362234111372 -0.080588656783992074 0.063732065927930848 0.089460561215157608 -0.084001862415636841 -0.10211694073880165 0.096168235664842491 -0.093792747433085133 0.054167874914852303 -0.0082250672715193443 0.039659408434999016 -0.077946396701782411 0.030924980360381951 -0.052691793875802577 0.094151585006299054 0.037446303509001105 -0.10064909626580656 0.0054790810474731168
leaf_weight=1.7119387144429916 0.094009085900326084 0.15414800530561601 0.34019106854975767 0.23009303817161786 0.20232541393215875 0.16166660840099289 0.14022337624555803 0.2841048768696055 0.093978442764637293 0.1237026418689311 0.081261118495603912 0.058133820279181125 0.25811736861942369 0.084087760435068382 0.16194337284105254 0.064768275478854664 0.096667138437879774 0.063896860461682414 0.078239237540401851 0.08849830426697769 0.36249618968577113 1.3426978121190698 0.1441057452102541 0.092959748446446611 0.072806469336683111 0.29391568218215969 0.10790757927134109 0.19135031513542344 0.073878251091855418 5.5699005037130007
leaf_count=596 31 18 44 44 22 11 18 48 19 27 15 9 40 20 15 13 57 10 7 35 60 905 21 40 19 35 16 58 87 560
internal_value=-0.000127886 -0.00544405 0.00182379 0.000492653 0.00160993 -0.000655304 0.0311912 0.0135143 -0.0443832 -0.06814 -0.00156893 -0.00327613 -0.00140871 -0.00465609 0.000379122 0.00310655 0.000806326 0.00431756 -0.000110536 0.00297998 -0.000610294 0.00363553 0.0301969 -0.00645699 0.000648271 -0.000916153 0.027225 0.0058607 -0.0353427 0.00117366
internal_weight=12.824 3.44371 9.3803 9.04011 8.81002 8.18336 0.626654 0.424328 0.31169 0.217712 3.13202 3.05076 2.99263 2.83848 2.58036 2.49627 2.4315 2.33484 2.17289 2.109 2.03076 1.94226 0.599562 0.237065 8.0217 7.57575 0.445943 0.338035 0.146685 7.28184
internal_count=2900 1342 1558 1514 1470 1382 88 66 77 58 1265 1250 1241 1223 1183 1163 1150 1093 1078 1068 1061 1026 121 61 1371 1191 180 164 106 1156
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=7 7 15 8 8 3 17 7 3 5 5 15 19 16 7 15 2 6 3 18 17 18 2 3 7 7 18 7 18 7
split_gain=0.0133458 0.0476256 0.0581762 0.0336483 0.0369168 0.0728093 0.0324801 0.0328757 0.0406514 0.0395822 0.0418109 0.0319631 0.0306208 0.0258186 0.0504725 0.0283461 0.0662087 0.0861111 0.0619379 0.0667011 0.0628582 0.0351866 0.0591976 0.0342085 0.0451962 0.0787816 0.0534345 0.0632701 0.062794 0.0823781
threshold=20.940097048150005 21.725272673150005 22.200736796650002 9.5425530862500008 8.8430989333000021 93.017962855400015 171.14418113535001 20.179048202600004 103.44111502715002 29.040033326300005 30.690160697650004 28.321365561200004 14.351157895250003 22.714946882600003 22.580174331950005 43.938093326450009 198.68761053240004 16.180378051950004 92.913112988300014 13.3584252364 197.05557773135004 13.316069313700003 206.83709544035003 93.964300117300013 22.296968840150004 22.124753953150002 12.949570119650001 22.580174331950005 13.042786209850002 22.638073512250003
decision_type=2 2 2 2 2 2 2 2 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 13 -6 7 8 -1 -10 -11 -12 -4 15 -15 23 -17 -18 -19 21 -21 22 -20 24 25 -3 -26 -28 -29 -30
right_child=1 3 12 -5 5 -7 -8 -9 9 10 11 -13 -14 14 -16 16 17 18 19 20 -22 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=0.034791549874441517 0.029961361736571386 -0.01304548812062626 -0.1020347685933759 0.048757164924186254 0.0066103563978114309 -0.082863155816171513 0.037887985300678176 -0.080518100643861334 -0.10107868457533864 0.062732332946636202 -0.10229387649210275 0.018348701265340866 -0.027988535293256456 -0.013224015911283821 0.053217315075287645 -0.075003721928177614 -0.077802052240745989 0.09058382542692725 0.10007251391438916 -0.084038468886873496 0.010460675637383903 0.10093947563320083 -0.10051474999333734 -0.039794978059062236 -0.043721850957712999 0.086394125464408111 0.042288607268233587 0.07393931609500945 -0.072958966486865201 0.00049868809641938859
leaf_weight=0.22148815366927088 0.086646148466150374 0.15267603417622844 0.11653065869069223 0.14029142877598211 0.21350050729597647 0.15844478686221919 0.30686903329831239 0.050048032448387403 0.053394527557145466 0.061200377859677246 0.046145899900466247 0.041901754678974612 0.10724796466820408 0.2060558398516158 0.25685801228974015 0.16499371169857191 0.12671546493902497 0.088054437190294266 0.028962962086666266 0.11998341119854672 0.17029281771471005 0.076777666807174683 0.029903588207162102 0.20134684614208787 0.26448488123605685 0.16662109876551767 0.3715266391732247 0.11379075498552893 0.15549861728868464 8.3757328026404974
leaf_count=62 61 34 40 23 29 55 124 71 73 30 43 17 19 20 28 56 25 7 7 27 27 3 38 28 22 20 60 12 12 1827
internal_value=-0.000123783 -0.000955375 -0.0396098 8.0608e-05 -0.000516208 -0.0315044 0.0125388 -0.00386618 0.00517885 -0.0271878 -0.000752826 -0.0448802 -0.0665474 0.000524951 0.0236424 -0.000483915 -0.0185145 -0.00396715 0.0142361 -0.00154795 -0.0285998 0.0563426 -0.00182371 0.000998176 0.00185373 0.0388458 0.000581082 0.00188063 0.000144068 -0.000840223
internal_weight=12.674 11.8929 0.310425 11.5825 11.4422 0.371945 0.781048 0.474179 0.424131 0.202643 0.149248 0.0880477 0.223779 11.0703 0.462914 10.6074 0.805684 0.64069 0.513975 0.42592 0.290276 0.135644 0.0588666 9.80168 9.60033 0.319297 9.28103 9.01655 8.64502 8.53123
internal_count=2900 2480 120 2360 2337 84 420 296 225 163 90 60 59 2253 48 2205 190 134 109 102 54 48 45 2015 1987 54 1933 1911 1851 1839
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=12 19 13 0 12 12 15 16 16 15 18 17 14 15 12 18 5 10 9 13 9 5 7 10 10 2 16 18 18 2
split_gain=0.0127233 0.0355167 0.0611722 0.0495718 0.032775 0.0270749 0.0342632 0.0272146 0.0263319 0.0516 0.0324927 0.0542964 0.045317 0.0594066 0.0397858 0.0294907 0.0452334 0.0411569 0.0229128 0.0462086 0.0380122 0.0330039 0.0428321 0.0367518 0.035993 0.0280121 0.0222847 0.0218948 0.0379329 0.0216566
threshold=286.25174907180002 14.351157895250003 116.55003687120002 86.692020874450009 291.18815055765009 277.64210379030004 46.810838056050009 22.694946929300002 13.534968349350001 17.382777826050003 17.108018746400003 208.12573104970002 300.26608985595004 33.005488016050009 200.03640368750004 16.433295803950003 13.487843791950002 74.784839814650013 75.115715165350011 115.48003053525001 62.308883479750001 23.663981639800003 22.227765484150002 84.906884675850009 90.740838818900016 285.16564649850005 12.024971880400001 15.103091397600002 16.083212871900006 188.32206997295003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 6 8 -8 9 15 11 29 13 14 -13 17 -17 26 20 25 21 22 -6 -24 -25 -20 -1 -19 -29 -10
right_child=1 3 -4 -5 18 -7 7 -9 10 -11 -12 12 -14 -15 -16 16 -18 27 19 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10049782510052224 -0.10136245851018688 -0.027662145881718937 -0.07514928002884215 0.04794070226359546 0.088514773258843576 0.053296215677040029 -0.10088790694968341 -0.0042101779644387353 0.00029899290924718209 -0.10067647305610827 0.043748161889239516 -0.073443863147701169 -0.086023442967441355 0.088185706105701894 0.01655418459803 -0.10059417661344126 0.03105918308422935 0.093720888902061747 0.020493416871713164 0.10009653107174073 0.066522646513917719 -0.10094009763832675 -0.086608326028061067 0.044110141869671805 -0.10035475297608237 -0.06913611447507316 0.027707704858562984 -0.061624517896724601 0.073680930573043743 0.011966209340987258
leaf_weight=0.037591458424247715 0.034737075564863273 0.15107359902930284 0.17137146734970088 0.2036230231205991 0.049990903024990985 0.097673864233457475 0.059437767169613021 0.057078677615209017 8.3149385309371784 0.072652894666248358 0.18231915328760884 0.11695094119295468 0.12295014578921837 0.047956415139196906 0.084691725380253047 0.066227545228315421 0.04306870659274864 0.056211053796005217 0.047405904064362403 0.024841669116767662 0.099907910603178607 0.032261712709441781 0.052010333342877857 0.087339772818268102 0.021489555810774164 0.13185563603532557 0.021206239433013252 0.037545029895682092 0.046235703350248514 1.967379434310941
leaf_count=77 27 35 46 36 14 33 55 16 1195 125 56 72 26 9 20 269 24 12 24 7 32 8 58 37 72 132 10 38 17 318
internal_value=-0.000119482 -0.0103515 -0.0226382 0.0157397 -0.00717192 0.000872126 0.000420364 -0.0535278 0.000980703 -0.0248675 0.00188882 0.00117255 -0.0363304 -0.011852 -0.0356439 -0.00699015 -0.0487155 0.0159509 -0.00119151 -0.0277208 0.0145948 -0.00674684 0.0076668 -0.0174617 0.0155839 -0.0454335 -0.0542586 0.0454394 0.0130459 0.00253135
internal_weight=12.54 1.10791 0.753212 0.354697 0.58184 11.4321 11.3344 0.116516 11.2179 0.380739 10.8372 10.6549 0.372549 0.249599 0.201643 0.308086 0.109296 0.198789 0.547103 0.204103 0.343 0.243092 0.210831 0.16084 0.108829 0.179262 0.0587977 0.139992 0.0837807 10.2823
internal_count=2900 528 457 71 411 2372 2339 71 2268 572 1696 1640 127 101 92 447 293 154 384 163 221 189 181 167 109 156 87 67 55 1513
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=16 13 17 5 5 16 10 9 7 8 2 7 10 8 16 13 13 13 10 7 17 8 16 2 7 0 13 5 9 8
split_gain=0.0124983 0.0556777 0.0430249 0.0573455 0.0737597 0.0766509 0.0452089 0.0531827 0.0559976 0.100861 0.0434114 0.0957597 0.0528144 0.0378409 0.0392225 0.0319114 0.085351 0.0521312 0.0863919 0.0662822 0.0741919 0.0677775 0.0705446 0.0667558 0.0265492 0.106011 0.0644879 0.0999625 0.0592647 0.204889
threshold=22.624947093000003 117.70876232545002 188.07781354100004 24.038949512150001 21.623222698850004 22.664946999500003 62.009286778800011 186.67271206880002 22.535351262400003 8.7431769115000026 147.87428232835001 23.124786352450005 62.030794443850006 8.543332867800002 22.674946976100003 117.38883580790001 117.30011668960002 117.47217800995001 62.106071271500007 23.147601011700004 195.24502669890003 8.543332867800002 22.594947163200004 212.09517851770002 24.373474566200006 89.057864029250013 115.48003053525001 19.861308675400004 197.6620677562 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 15 6 4 5 -4 7 -2 9 -9 -6 -12 -13 14 -5 16 24 -17 19 21 -21 22 -19 -22 28 -26 27 -27 29 -1
right_child=2 -3 3 13 10 -7 -8 8 -10 -11 11 12 -14 -15 -16 17 -18 18 -20 20 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0063007145755199284 0.036347415252227372 -0.079848454125901844 0.022400317070636278 -0.047601313383879129 0.073702283454672987 -0.048880003968019448 -0.06034874322628099 -0.10324435832979802 0.031609858636752905 0.0034377881350519633 -0.029012692449221278 0.076566287793371324 0.011743567397174632 -0.077014397725828881 0.046283140809301598 -0.04025788504705425 0.068647947624287192 0.024718439094467356 0.054891681343201153 -0.073746833149708979 0.025867366929808767 0.052129657024503687 -0.041820215806865124 -0.058958421522543249 -0.10398740856620564 -0.00082939488297465152 0.075814296635649397 -0.075765679042689479 0.023352383143742189 -0.085995653967592567
leaf_weight=2.4892567810107136 0.24595967828645493 0.090635611231505986 0.38971699368266832 0.087936907155835686 0.25809013727121055 0.24614560086047277 0.16012928413897498 0.15269607605625879 0.14809949958907964 0.21119652529887389 0.22117653186433017 0.30217094341969641 0.21520406391937286 0.099810665826055356 0.090083912247791886 0.49191363718364334 0.18795822648826277 0.30076487877886371 0.22193912521163373 0.28815853847481776 0.24026607784981024 0.23642201734946866 0.33884935760437429 0.1511338302934746 0.10806020721793208 2.6173144770862402 0.099952468473929801 0.19100432999255179 1.2902111814523776 0.26624360793994117
leaf_count=761 22 59 32 30 23 23 34 15 26 38 20 28 23 34 14 35 18 40 17 28 21 23 36 31 8 1191 13 87 157 13
internal_value=-0.000121778 -0.00184147 0.00572119 0.0142713 0.0214189 -0.00519265 -0.0120699 -0.00187025 -0.0202299 -0.041328 0.0383972 0.0260597 0.049603 -0.0277269 -9.29435e-05 -0.00109875 0.0021406 -0.0114472 -0.00347416 -0.0118013 -0.0352381 0.00637906 -0.0105318 -0.00688697 0.000370484 -0.00673051 -0.00311681 -0.00592609 0.00566472 -0.0026172
internal_weight=12.4385 9.61008 2.82842 1.91034 1.6325 0.635863 0.918081 0.757952 0.511992 0.363893 0.996642 0.738552 0.517375 0.277831 0.178021 9.51945 7.25 2.26945 1.77753 1.55559 0.679558 0.876036 0.639614 0.3914 7.06204 3.01633 2.90827 2.80832 4.04571 2.7555
internal_count=2900 2538 362 227 149 55 135 101 79 53 94 71 51 78 44 2479 2248 231 196 179 80 99 76 52 2230 1299 1291 1278 931 774
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=16 16 16 15 16 5 10 3 15 15 15 18 19 2 15 15 15 9 16 12 12 19 18 13 10 9 15 5 9 10
split_gain=0.0124575 0.047714 0.045455 0.043249 0.0732661 0.054923 0.0431117 0.0621732 0.0393899 0.0408851 0.0393499 0.0843464 0.0390333 0.0788236 0.0638059 0.0551715 0.0330858 0.0579011 0.0328119 0.0282626 0.0686124 0.0588016 0.04763 0.0838711 0.0670766 0.0560645 0.0518117 0.0636064 0.050649 0.0483504
threshold=18.594956516900002 18.484956774100002 18.984955604900005 29.334060236450004 18.684956306450005 17.886193876600004 70.085415002650009 84.807411725000023 32.540328261750005 28.321365561200004 28.452330424200003 14.073076155300003 12.851036860900001 112.95519936480001 26.410889167300002 20.044580420600003 26.135540888150004 201.97224908750002 17.924958083650004 207.71672397260002 194.62888214220001 12.150980378200002 15.946034773700001 104.02719889955002 75.465019721650009 191.40721473735002 22.332985174250002 16.579584939650001 186.67271206880002 76.763544998700013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 -2 -4 -8 9 12 -11 -12 14 -14 18 -15 17 -17 19 20 22 -21 23 25 26 28 27 -25 -1 -24
right_child=2 -3 6 4 -6 -7 7 -9 -10 10 11 -13 13 15 -16 16 -18 -19 -20 21 -22 -23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.046057786427504591 0.012576273646556252 -0.084441671298549126 0.00093993449737961765 -0.054113853032710491 0.043439066422266838 0.093162914298162328 0.0050579386391023488 -0.10094356968201242 -0.10092759212128732 0.095426006201606905 0.09287281238044022 -0.068050822778754266 -0.084551528088991523 -0.085311553834836434 -0.10116002781312852 0.025931642062533025 0.073531716153680537 -0.080743935181161686 0.094502787624655554 -0.0024291852965405789 -0.091230300716489465 0.053327458851623946 -0.10209661179957089 0.069099328072484825 0.094455477393593543 -0.10123571490131944 -0.063703966662480113 -0.065539119695565487 0.082699917576230353 0.032441766273512224
leaf_weight=0.13629402242320432 0.17306240714969945 0.074957280539820093 8.3132171448840175 0.13789141851884779 0.17430820800154834 0.1654005032060013 0.12045762618072409 0.10234444953675848 0.041069105503026893 0.079895369736874389 0.06060152758300319 0.070416413812381506 0.17582021266002801 0.068882743805403379 0.060007622680586681 0.18336159314799261 0.071054860758067662 0.070422813663753914 0.038815436695585848 0.58881814990269266 0.09189830570221591 0.27865875307642796 0.028527020942419767 0.11118211131542921 0.082525509875267744 0.14482398795621521 0.10431336710882988 0.05126824585682499 0.039377631681873027 0.41985261915567662
leaf_count=130 25 51 935 16 42 33 15 45 60 6 14 50 82 47 28 93 32 54 6 447 86 111 4 7 5 57 58 63 10 288
internal_value=-0.000125062 -0.00563678 0.00171855 0.0271963 0.000352178 0.0519575 -0.000223508 -0.043634 -0.00366639 -0.00231547 0.0401133 0.0063834 -0.00557443 -0.028881 0.000524755 -0.00402075 0.0132171 -0.00366984 0.00340795 0.00170599 -0.00816945 0.0154815 -0.00134295 -0.0182296 0.0156671 -0.0551715 -0.00870674 0.0266083 -0.0171961 0.0238821
internal_weight=12.2595 3.07284 9.18668 0.650663 0.3122 0.338463 8.53602 0.222802 2.99789 2.95682 0.210913 0.131018 2.74591 0.569542 2.17636 0.393722 0.324839 0.253784 2.11636 2.07754 1.21006 0.867477 1.11816 0.669785 0.349289 0.320496 0.266764 0.16245 0.175672 0.44838
internal_count=2900 1789 1111 116 58 58 995 60 1738 1678 70 64 1608 308 1300 226 179 147 1272 1266 708 558 622 330 133 197 128 70 140 292
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=13 16 16 4 10 19 18 7 13 6 15 3 7 18 9 12 18 16 19 3 2 12 9 17 16 18 13 7 7 10
split_gain=0.0120584 0.0452797 0.0304235 0.051189 0.031851 0.0279925 0.0264621 0.0299406 0.0515078 0.0221758 0.0360819 0.0217843 0.0174426 0.0159635 0.0266624 0.0226061 0.0288725 0.0126737 0.0556676 0.0267459 0.0303182 0.0561023 0.0244834 0.0354873 0.0238496 0.0231254 0.0317515 0.052771 0.0517508 0.0355171
threshold=95.99139754765001 14.274966618900002 14.184966829400002 280.33545882855009 78.285212300550015 9.4507625164000029 17.327266398450003 26.752366550650006 99.381543250150017 3.6650856341500009 6.9561856507500011 85.014423001050019 24.373474566200006 15.312071772700003 37.256168974800005 245.21706485760004 18.090188961800003 13.534968349350001 11.650940033400003 79.47351079420001 207.83068032845003 112.39744750840002 54.761416764300009 169.33951743495001 12.644970430600003 16.366336611050006 102.47595855830001 22.689595575850003 22.372035319250003 75.465019721650009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 11 -6 7 17 -9 10 -7 -5 -12 -11 -15 16 -16 22 -19 20 21 -20 -2 24 -24 26 27 28 -21 -28
right_child=6 -3 -4 4 5 9 -8 8 -10 13 12 -13 -14 14 15 -17 -18 18 19 25 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.1005877047032199 0.044893003595096292 -0.090083966828698694 0.077381153140082287 -0.10056101742588251 -0.10043138702521703 0.064331221707192049 0.041236412618242985 0.043117950543105132 -0.086382704194610138 0.10036657981581661 0.040931310676527305 0.0072246406544594927 -0.10035708483331857 -0.068953988772544411 -0.10072067360821985 0.060683911088824455 0.049049561034388858 0.065683300513302442 0.014984773440993178 -0.04558840736790197 0.037216418341723262 -0.10081613154085685 -0.058823070617411502 -0.10101344051269555 0.071823797569869313 0.036610616973177849 0.00017230480190305716 -0.089262345065076312 0.092683557262809524 0.037279617206435502
leaf_weight=0.056479125659735341 0.035635337043454451 0.069132560954130895 0.042244487513016793 0.046533405762602342 0.020299460638227629 0.030089296375081176 0.15800311933708222 0.044854122639663596 0.097423428421279823 0.033096926286816597 0.010925303169642575 0.031406191524638416 0.043638214438033174 0.026101672006916488 0.022986319121628185 0.13419362961667503 0.029251669726363616 0.13148713442933413 0.070665398383424782 0.067727858710893041 0.046696744902874343 0.10255058739858214 0.027158744460265893 0.063080702549449086 0.028779282955838426 0.17866654709314467 10.051832616712044 0.10326251143578702 0.045086446344612341 0.26473338718187811
leaf_count=218 17 66 11 42 139 15 52 14 44 4 4 29 102 23 34 57 40 22 21 53 19 58 41 48 11 33 1534 76 15 58
internal_value=-0.00012392 -0.013989 -0.00401137 -0.0111008 0.000693552 0.0135482 0.000594006 2.87037e-05 -0.0455566 0.0205534 -0.023585 -0.0571282 -0.0720668 0.0357651 0.025705 0.0389579 -0.0168539 0.000606894 0.00100432 0.000226322 -0.0342953 -0.0535739 -0.0278217 -0.0495932 0.0083928 0.000935081 0.000329913 -0.0376083 0.00967224 0.00112452
internal_weight=12.114 0.596378 0.527246 0.485001 0.428522 0.350582 11.5176 11.3596 0.142278 0.330283 0.0846528 0.0779396 0.0545635 0.24563 0.212533 0.186432 0.052238 11.2174 11.0627 10.9312 0.219913 0.173216 0.154654 0.119019 0.055938 10.7113 10.5326 0.216077 0.112814 10.3166
internal_count=2900 784 718 707 489 418 2116 2064 58 279 121 71 106 158 154 131 74 2006 1889 1867 98 79 117 100 52 1769 1736 144 68 1592
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=18 5 18 19 17 13 16 7 10 19 7 7 16 0 16 9 16 13 6 18 5 17 17 18 9 3 18 7 2 12
split_gain=0.0113774 0.0298231 0.0225293 0.0229852 0.0310218 0.0173121 0.0467673 0.0392793 0.0241538 0.0431557 0.0324711 0.0230226 0.0207701 0.0206561 0.0777185 0.0729622 0.0856141 0.0843766 0.0790709 0.0992085 0.12261 0.0963528 0.0655295 0.104269 0.100522 0.100388 0.0574568 0.0745809 0.137607 0.0531821
threshold=11.257534840550003 28.372909273050002 11.550491688550002 14.651182102100002 197.32790877840003 117.99105042915001 22.794946695500006 21.841300704500004 61.767325547050007 14.351157895250003 19.041006859700005 18.446911739150003 14.614965823850001 87.29692395375001 22.654947022900004 202.80137809380003 22.544947280100004 117.61735474900001 16.375382608200002 13.3584252364 22.963361893800002 192.15389660515004 188.07781354100004 13.042786209850002 193.60452210450003 93.249170254600017 13.086509421050001 23.046547257250005 108.54085696455002 187.88381051545005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 11 -4 -12 15 -15 16 29 -17 21 22 -21 -18 23 24 -20 -24 -27 28 -28 -10
right_child=2 -3 3 4 -6 6 7 -9 13 -11 12 -13 -14 14 -16 17 18 -19 19 20 -22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.041016262157298158 -0.062001859677424082 0.087053128952336814 -0.015493118879529139 0.057623863311881497 0.0035732928532809004 -0.1020134907530314 -0.046026875985717551 0.044191239033966163 0.010929081937599438 0.087403793925580009 0.025248407699251574 0.054019761444138885 -0.10116806129198874 -4.3997333103348167e-05 0.054388006230176644 -0.087728432391844802 -0.10406593043782986 0.0069496918646129724 -0.022824803584537704 -0.072620678008505718 0.0085141621135079708 0.0031017666790441093 0.077489806913418224 -0.082452041243277652 0.058771346618830669 0.050510314677834081 0.038162969930971125 0.046339442860914896 -0.081708430052212358 0.073261559176895641
leaf_weight=0.029404541016405328 0.059023711106646171 0.04764509020060359 0.082093638831788662 0.15818820277490964 0.32301027020002948 0.062343861080422225 0.099810814426746219 0.093434718014577811 0.42099898146851344 0.085347538464702666 0.01932380263001221 0.11354572817526787 0.039693356358839083 6.5511231997266179 0.27325155632570375 0.22535994415284211 0.18354428889907159 0.16164499060687376 0.43679407895952271 0.39689351644938131 0.35095481079633828 0.15452671112279859 0.27132311579771318 0.16947786789228303 0.23073598926566774 0.21790163086552639 0.1603427673690021 0.16610309723637329 0.23778398087517871 0.202822113972843
leaf_count=25 36 47 21 25 34 41 18 32 83 9 31 32 37 1931 33 73 25 19 51 34 42 19 15 27 24 27 13 14 43 39
internal_value=-0.000125872 0.0381779 -0.000372896 -6.69186e-05 0.0213418 -0.000970019 -0.0267026 -0.00240618 -0.00038024 0.0258636 0.00523851 0.024851 -0.0597759 -0.00120556 0.00213549 -0.00692399 -0.00248883 -0.0481831 -0.00954867 -0.00371415 -0.0345452 -0.0550813 0.00848232 -0.0124047 0.00537942 0.0250779 0.00689603 -0.0099475 -0.0334311 0.0311952
internal_weight=12.0244 0.0770496 11.9474 11.8884 0.481198 11.4072 0.255589 0.193246 11.1516 0.340004 0.254657 0.195639 0.0590172 10.8116 6.82437 3.98721 3.6002 0.387005 2.97638 2.63831 0.747848 0.338071 1.89046 0.837008 0.66753 1.05345 0.782131 0.56423 0.398127 0.623821
internal_count=2900 72 2828 2792 59 2733 91 50 2642 130 121 53 68 2512 1964 548 456 92 334 290 76 44 214 102 75 112 97 70 56 122
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=16 16 16 2 19 18 16 13 3 16 0 0 3 16 10 5 5 9 9 0 6 9 9 17 9 0 0 9 5 16
split_gain=0.0118499 0.0410239 0.0390408 0.0742566 0.0631966 0.0675721 0.0631028 0.18207 0.133766 0.0865441 0.0581402 0.0808861 0.0623242 0.0557631 0.0565032 0.106511 0.0737407 0.10499 0.124816 0.0569272 0.054453 0.0386123 0.0413586 0.0700255 0.0721388 0.111642 0.059978 0.0438643 0.0475558 0.037096
threshold=18.594956516900002 18.484956774100002 19.214955067100004 146.11720701395004 13.751109481500002 14.194363735100003 19.974953289850003 112.82921081865001 89.227236891450005 20.784951395750003 94.047642319350018 94.964406541850011 86.896343692350015 20.874951185300002 64.434276012450013 20.206488238950005 21.197160116700001 197.19111486365003 190.24759545780003 87.29692395375001 16.355382140900002 186.67271206880002 195.74493321760002 193.01551328760004 192.33792147965002 86.345209775600011 85.40693788805001 202.64563922830004 22.732890661650003 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=1 -1 3 10 5 -4 -6 -8 -9 -10 12 -12 -2 -11 15 -15 17 18 -17 20 -18 29 23 24 25 26 -23 -24 -29 -22
right_child=2 -3 4 -5 6 -7 7 8 9 13 11 -13 -14 14 -16 16 19 -19 -20 -21 21 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0038307173701449637 0.09879646370672146 -0.081207665660420522 -0.0058951814224753128 -0.030801436419063251 0.039268846580210577 -0.086812765079318982 -0.079765409631224041 0.053791920027692265 -0.060734361766304847 0.048659661115831067 -0.041832834409576053 0.062078399402213581 0.018266207048715021 0.057485522374449774 -0.037162380632159007 -0.036974453582177651 -0.03992240547968625 -0.060278970361910246 0.055152415221710917 0.035787914869428582 0.049481243005392681 0.017448816853030399 0.020206652819397364 0.030569950306406336 -0.062357903300261655 0.056356706935998147 -0.075671314897369807 -0.059426989789588762 0.003409926278626324 -0.010694335407707412
leaf_weight=2.7959203951309219 0.21490190085023542 0.070240871209079958 0.26226850999910123 0.20925512565918325 0.41942248854729758 0.1701550645120733 0.27949011934106227 0.47470926617097564 0.2353123347274958 0.23661745560821135 0.16847566975047812 0.13488922789110802 0.17384697100533231 0.32318313769064833 0.39963900228030969 0.34125075489282586 0.31262662509880135 0.47312988569319714 0.25843189237639308 0.50544758941396128 0.32067383914272829 0.10847826250517323 1.1747783902163176 0.25239091773437394 0.37406674833847831 0.18826184264617041 0.19087182951977866 0.16055169310129702 0.48209042455118833 0.15053441345662577
leaf_count=1738 19 51 51 54 31 37 48 54 30 18 46 18 25 33 25 31 46 39 21 47 49 18 98 32 50 12 36 28 93 22
internal_value=-0.000127494 -0.00572699 0.00165658 0.0213981 -0.00054179 -0.0377356 0.00155734 -0.000626568 0.00254999 -0.00119905 0.0371803 0.00437062 0.0627836 0.00104137 -0.000831393 0.00175359 -0.00164894 -0.0250596 0.00272741 0.00430144 1.78902e-05 0.00368745 -0.000583389 -0.0157542 -0.0293229 -0.00398039 -0.0419265 0.00871627 -0.0122887 0.0302573
internal_weight=11.8619 2.86616 8.99575 0.901369 8.09438 0.432424 7.66196 7.24254 6.96305 6.48834 0.692114 0.303365 0.388749 6.25302 6.01641 5.61677 5.29359 1.07281 0.599683 4.22077 3.71532 3.4027 2.93149 1.11407 0.861679 0.487612 0.29935 1.81742 0.642642 0.471208
internal_count=2900 1789 1111 162 949 88 861 830 782 728 108 64 44 698 680 655 622 91 52 531 484 438 367 148 116 66 54 219 121 71
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=12 19 13 0 12 12 15 12 16 19 10 17 3 15 2 9 0 7 8 10 2 9 2 10 15 15 16 15 10 16
split_gain=0.0105399 0.0334731 0.0540627 0.0348113 0.0276461 0.023609 0.0255025 0.0321298 0.0236247 0.0220684 0.0482508 0.0244159 0.0992283 0.0285206 0.0439366 0.0376978 0.0221427 0.0223117 0.0195549 0.0374404 0.0291953 0.0271662 0.0297696 0.0357787 0.0243054 0.0188044 0.0183713 0.0464157 0.0358428 0.0341863
threshold=286.25174907180002 14.351157895250003 116.55003687120002 86.692020874450009 291.18815055765009 273.64044797740007 46.810838056050009 268.81877046345005 22.694946929300002 14.651182102100002 61.982402197500001 207.79550897605 83.511574906150017 23.900317844600004 201.25557642380002 186.14781787895004 100.67200315280002 29.051461262900002 5.2459061469000003 64.434276012450013 285.16564649850005 37.256168974800005 320.53023526985004 74.986474174450009 5.4774945026000008 40.682889193900003 13.894967507500002 17.991885019200001 73.365333921800001 14.274966618900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -3 -2 6 7 9 -8 11 -11 26 13 14 15 -13 -16 -18 21 -20 -21 24 -23 -24 -6 -7 27 28 -1 -28
right_child=1 3 -4 -5 18 25 8 -9 -10 10 -12 12 -14 -15 16 -17 17 -19 19 20 -22 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.1005550939589178 -0.10112722429959319 -0.020960444278372112 -0.073803083352829327 0.044530255792135653 0.085127143955120402 0.0069615256948854943 -0.1008163059711305 -0.057497369241674978 -0.0048061584575432954 -0.015126642428927212 0.051320181670396529 0.061078772496231948 -0.099880457796567249 0.043198318117243284 0.093616868536001221 -0.085701901728325106 -0.10056704894329811 0.061615180446479637 0.10020935894823053 0.022269787332153401 -0.073888444354264088 0.055408120752605809 -0.1006376913198086 0.019555424883001514 -0.10042404543898105 0.081432184902815091 0.050667870455434097 -0.084041704921198002 0.012547059636561353 0.0014772472643205148
leaf_weight=0.031669075952199033 0.029499854507094581 0.14285585331049333 0.1579494071023646 0.18794366354450176 0.0089358913014621066 0.071651130146847986 0.047690613616340083 0.093809954669269113 0.055402367439455702 0.19033386675073494 0.25663694604008924 0.021673241143617683 0.12079013484890311 0.12763315215852344 0.039004190373816527 0.09081881754218557 0.016426760783360805 0.017539919993168951 0.01991364813875407 0.044729175788233988 0.10736369945553292 0.14675320581864071 0.03274815937952269 0.10161543021240504 0.033620082795380313 0.064366629776486661 0.14355185403246551 0.087703528377005568 0.24313578070379549 8.9364066168101299
leaf_count=69 27 35 46 36 11 46 53 31 16 27 26 32 40 42 8 89 16 24 5 23 111 49 37 41 107 9 46 109 306 1383
internal_value=-0.000119635 -0.00986229 -0.022506 0.0162481 -0.00707826 0.000807366 0.000272159 0.00076196 -0.0492203 0.00129137 0.0230251 0.000307778 -0.0228872 0.00681628 -0.0182214 -0.0574225 0.0422112 -0.0168184 -0.00148103 -0.0287274 -0.0456092 0.0129982 0.0242702 -0.00973899 -0.0614621 0.0422027 0.0013736 -0.0207019 -0.000487065 0.00225494
internal_weight=11.6702 1.01393 0.683129 0.3308 0.525179 10.6562 10.5202 10.4171 0.103093 10.3233 0.446971 9.87635 0.433886 0.313096 0.185463 0.112492 0.0729709 0.0339667 0.495679 0.172007 0.152093 0.323673 0.281117 0.134364 0.042556 0.136018 9.44247 0.362508 0.274805 9.07996
internal_count=2900 528 457 71 411 2372 2317 2248 69 2217 53 2164 251 211 169 121 48 40 384 139 134 245 127 78 118 55 1913 484 375 1429
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=13 16 16 4 10 19 18 7 13 3 10 0 0 0 5 18 7 17 0 16 19 0 2 17 0 0 16 16 4 4
split_gain=0.0103436 0.0394023 0.0246345 0.0471271 0.0263401 0.0252248 0.0223978 0.0251695 0.0446908 0.0205287 0.020084 0.0397019 0.016015 0.0258432 0.0144582 0.0206931 0.0129673 0.0129613 0.0967063 0.121943 0.0583425 0.05036 0.0693159 0.055586 0.0535187 0.0943221 0.0515376 0.0500941 0.0459266 0.105986
threshold=95.99139754765001 14.274966618900002 14.184966829400002 280.33545882855009 78.285212300550015 9.4507625164000029 17.327266398450003 26.752366550650006 99.381543250150017 85.014423001050019 87.184008712350007 110.50907145210002 113.28087178455002 118.45077676945002 8.7367486019500031 15.312071772700003 26.452067539250002 200.83528241485001 86.692020874450009 22.644947046300004 14.651182102100002 94.776214472700005 299.31602032135004 207.79550897605 88.576630023850015 90.837623311600012 19.774953757550005 19.974953289850003 248.34582299520005 325.87898234400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 -6 7 16 -9 -5 14 -12 -13 -14 15 -7 17 -2 -19 20 21 22 23 24 -20 -26 28 -27 -23 -30
right_child=6 -3 -4 4 5 10 -8 8 -10 -11 11 12 13 -15 -16 -17 -18 18 19 -21 -22 26 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.10056428407441834 0.0017892820141176453 -0.088098845093169648 0.073146302906042251 -0.10047410908646429 -0.10040022098827142 0.099405133452662178 0.039033097024210039 0.039509255903708747 -0.084503644076370232 0.0092186950004230529 -0.10050396541892936 0.067107354540830694 -0.06169540747914657 0.048113171100925604 0.070456379035609182 -0.04883066222325428 0.034903486259623293 -0.1012609316233638 -0.08429267448266034 0.096672654724520496 0.055755344838897686 0.024450109338426621 0.037082517268184616 -0.099731578160188017 0.025304957243577925 -0.0016322987144738743 0.08656737130529403 -0.096523666965534161 -0.083910201977255225 0.065855444466089458
leaf_weight=0.051381422179788028 8.8079132593634224 0.062764473719198577 0.038238799010287039 0.040563195792856277 0.018394864837489422 0.014074794053158257 0.14913778748996342 0.043412446630100798 0.087892344464762573 0.029446214453400898 0.033437199364470871 0.048632006533807726 0.041303547993265965 0.044549282077241514 0.094292753318768519 0.028457554308261024 0.10874371264435545 0.10367416346480318 0.13597584016679298 0.1171751923393457 0.12820292124524701 0.27451002392444934 0.13536941056372598 0.13145968994831492 0.28143136159633286 0.089805658697514446 0.074203003023285419 0.14620366244344041 0.1505902882272494 0.068859408454954973
leaf_count=218 1595 66 11 42 139 2 52 14 44 29 73 27 53 51 29 44 35 27 16 23 10 72 30 33 27 32 7 17 60 22
internal_value=-0.000122005 -0.0135634 -0.00387318 -0.0104984 0.00127241 0.0133203 0.000542523 1.5176e-05 -0.0435021 -0.0543369 0.0201846 -0.00298852 0.0212569 -0.00471542 0.0486243 0.00022349 0.000546509 0.000195549 -0.00744405 -0.00183414 -0.00897411 -0.0145495 -0.0290028 -0.0404007 -0.028464 -0.0137931 0.00886025 -0.0604158 -0.00281297 -0.0369164
internal_weight=11.5801 0.545536 0.482772 0.444533 0.393151 0.323142 11.0346 10.8854 0.131305 0.0700094 0.304747 0.167922 0.134485 0.0858528 0.136825 0.0425323 10.7541 10.6454 1.83746 1.73379 1.61661 1.48841 0.920246 0.784876 0.653417 0.517441 0.568163 0.236009 0.49396 0.21945
internal_count=2900 784 718 707 489 418 2116 2064 58 71 279 204 131 104 75 46 2006 1971 376 349 326 316 155 125 92 76 161 49 154 82
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=12 2 2 7 8 7 2 4 17 17 13 16 7 7 9 18 16 2 7 6 6 18 18 16 9 0 18 3 3 7
split_gain=0.0103852 0.0295103 0.0252827 0.0408467 0.0602073 0.0504479 0.0245324 0.0651288 0.026203 0.0234568 0.0235806 0.0512275 0.0290657 0.0876442 0.0692387 0.159968 0.0904774 0.157259 0.0568578 0.0475299 0.101522 0.0541672 0.136834 0.0725094 0.0812916 0.0735882 0.0499037 0.1094 0.116593 0.0814352
threshold=92.695913642950003 71.847610775600018 50.734033752200013 22.124753953150002 8.3434888241000014 24.252468908850002 74.86597289860002 165.01827963435002 166.83257850275001 167.56787829315002 117.99105042915001 22.714946882600003 23.124786352450005 23.147601011700004 190.58777288605003 13.386548691950003 22.614947116400003 154.60082690140004 23.195026784100005 16.565387047600002 16.515385879350003 13.482409244300003 13.5308213324 22.614947116400003 199.21354841250005 86.280686780500005 13.809421053700001 89.227236891450005 88.918064206450012 23.824098587650003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -3 -8 -9 -10 11 12 14 -14 -11 16 17 -16 -15 20 21 -20 -23 25 -25 -24 -27 28 29 -28
right_child=1 6 3 4 -6 -7 7 8 9 10 -12 -13 13 18 15 -17 -18 -19 19 -21 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=0.012406925982486028 0.033990269498270227 -0.030053104541878713 -0.077477439529909403 -0.069101692635857512 0.02070947703665375 0.020643953214025068 0.072459692261467784 -0.043445490265224415 0.053352172974078696 0.0047685668555353354 -0.030878806126563525 0.042273602961898707 0.082497823811940707 -0.057873572442397742 0.059495675196339429 -0.10260462190839459 -0.049518657998488307 -0.041281111400014003 0.035107741734941141 0.048121313762646625 -0.068068565735721509 -0.10418525386119129 -0.10143655181631572 0.095334783730051331 0.011944529888297865 0.031629898702851912 -0.067854448849120466 -0.048277147686186406 0.07654620125491457 0.0024472624119402336
leaf_weight=0.35174392136468735 0.26167692277522192 0.26491360984436951 0.10648763563398944 0.20967122232968904 0.30788961722282693 0.089316280808588999 0.12516500444593148 0.13772795388599846 0.083195793361368398 1.5872232714019836 0.24070945317521442 0.2888815815131246 0.13669087448215567 0.15697477887306366 0.33925728600024718 0.22722686568394579 0.35881839362939161 0.28486110991485702 0.50469548265527908 0.22558456133992866 0.20332292911734828 0.12129331753385475 0.07176594949083881 0.16873212635982771 0.38055253008496948 0.46383036393672217 0.17464640218622784 0.46979777840988379 0.20390227813345507 2.9139296534549146
leaf_count=36 30 30 36 34 37 37 27 284 24 438 83 34 11 18 25 34 67 31 41 22 30 9 20 18 52 28 65 52 23 1224
internal_value=-0.000129758 0.000833813 -0.00953414 -0.0203528 -0.0103292 -0.0422921 -2.2368e-05 0.000783765 -0.000136973 0.000483979 2.20915e-05 0.000823443 -0.000508042 0.00331198 -0.00896872 -0.0269862 -0.00950544 0.013499 0.00152556 0.00310538 0.00131643 0.00389403 0.000723338 0.00334853 0.0375608 -0.00102393 0.000681235 -0.00313426 0.0033071 -0.00152801
internal_weight=11.4605 10.3954 1.06511 0.713365 0.606877 0.298988 10.1337 9.86879 9.74362 9.60589 9.5227 9.28199 8.99311 6.19572 2.79739 1.21016 0.982937 0.624118 6.05903 5.90205 5.67647 5.47315 4.96845 4.84716 0.549285 4.29787 4.22611 3.76228 3.29248 3.08858
internal_count=2900 2720 180 144 108 71 2690 2660 2633 2349 2325 2242 2208 1613 595 157 123 56 1602 1584 1562 1532 1491 1482 70 1412 1392 1364 1312 1289
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=6 3 6 5 5 15 16 13 18 0 8 7 7 5 5 16 0 13 13 18 16 17 17 7 5 10 6 17 7 13
split_gain=0.0111493 0.0721636 0.103093 0.0947913 0.0605151 0.0546392 0.0535922 0.0715004 0.056383 0.0839495 0.0689292 0.0429381 0.0485508 0.0422833 0.0510343 0.0375578 0.0482046 0.035609 0.0307713 0.0292328 0.0826523 0.0797055 0.0520411 0.0496638 0.104732 0.0623067 0.119923 0.0475608 0.0800089 0.0359716
threshold=14.815346158200002 86.302194445500007 15.025351064900002 18.152162791050003 18.152162791050003 38.469938489650012 19.774953757550005 107.97116697695002 14.234745508550002 93.972365491700018 7.943800736700001 24.252468908850002 24.373474566200006 21.125470787600005 22.553892743650003 18.324957148300005 95.590817286200021 109.44175357430002 106.77211465075001 13.901940775400002 20.719951547750004 203.35246479535002 199.88268747760003 23.903127120600004 19.221712148250003 65.727424373200009 15.710367070250003 198.80447714770006 23.789355599150003 114.01213239605002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 6 7 15 -9 -10 -11 19 -13 -14 -15 18 -17 -5 -1 22 -21 -22 23 24 -6 26 -26 28 29 -28
right_child=1 2 4 17 11 -7 -8 8 9 10 -12 12 13 14 -16 16 -18 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0012265063729301438 0.080622942552266152 -0.069497690207735482 -0.071061835748353258 0.027258907518317776 0.10047252256825355 -0.066727737616631533 0.047964614291049555 -0.10242063747135027 0.059607707485975991 0.039218696338051695 -0.076677449045189611 0.073140096998053336 -0.031550928203900701 0.075165055776816272 -0.010173433573583411 -0.018468366132374587 0.067352720566088625 -0.037164172201116751 -0.073792223504300342 0.01934913837430343 -0.10319847991395259 -0.0098006526410156936 0.050716785035202452 -0.057753984931189384 0.074286373357962607 -0.050982064698647314 -0.041368513081993637 -0.058264281922162854 0.072421837812209178 0.00032479306890245371
leaf_weight=2.2054978497503464 0.26045088047976594 0.21241885880584721 0.1140048408065012 0.2125782740113209 0.10577338328585018 0.13730309632418869 0.19891802186612029 0.11328054017121747 0.09455026313662529 0.067268725455505773 0.2164136333803981 0.17003777058562253 0.15615755397084286 0.14310647820821032 0.13731877827376593 0.10384593649905571 0.17700637494272087 0.14386137487599626 0.060026719565030251 0.2981912115860722 0.16477274138469511 0.20511696174798999 0.21355302847251767 0.14302556127131527 0.22120142200526505 0.22951342801792396 0.21748223518867593 0.14090726163703937 0.15052696156999434 4.2656510079133341
leaf_count=1400 34 26 15 32 11 56 28 25 7 16 82 18 24 17 28 22 29 18 27 38 17 32 21 15 31 19 118 13 10 671
internal_value=-0.000129233 0.00192469 -0.000854814 0.0347655 0.00120572 -0.00494164 -0.00232072 -0.00561336 -0.0405324 -0.0219969 -0.0491954 0.00238907 0.0278086 0.0101531 0.0333765 0.00112687 0.0356201 0.00125733 -0.00314919 -3.70987e-05 -0.0198252 -0.0514061 0.00228725 0.000397934 0.00195808 -3.61131e-05 0.00230442 -0.00103044 0.000710017 -0.0016978
internal_weight=11.2798 7.90565 7.28876 0.616891 7.07634 3.37411 3.23681 3.03789 0.491513 0.378233 0.283682 6.96234 0.606621 0.436583 0.280425 2.54638 0.280852 0.35644 2.26552 6.35572 0.668081 0.36989 5.68763 5.47408 5.33106 5.22528 4.99577 4.77457 4.63366 4.48313
internal_count=2900 1208 1124 84 1098 1692 1636 1608 130 105 98 1083 87 69 45 1478 51 50 1427 996 87 49 909 888 873 862 843 812 799 789
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=6 13 13 16 10 5 10 16 9 19 12 5 15 4 6 15 7 7 12 7 7 6 19 18 7 13 7 18 18 10
split_gain=0.0100592 0.0352408 0.0238327 0.0391984 0.0210095 0.0262809 0.0127376 0.0445433 0.011469 0.0524585 0.0543228 0.0948815 0.0777952 0.0748701 0.060552 0.0456958 0.0270764 0.034728 0.0258281 0.0267378 0.0693531 0.0662501 0.0888564 0.0450291 0.0692089 0.0545277 0.0474375 0.0363253 0.0330983 0.0287783
threshold=5.0951190466500007 92.504467352450021 92.138837046750012 12.644970430600003 90.740838818900016 7.7286379265000011 89.264875305300009 12.294971249000001 187.70546222865002 14.451165964200003 150.89336347300005 20.102686929350003 40.301031380450006 241.84804450315002 14.905348261050003 37.261389050600009 22.296968840150004 22.227765484150002 78.909246879600019 22.296968840150004 22.446731871300006 16.685389851450001 14.551174033150001 13.042786209850002 22.786890330450003 117.60660091645001 22.689595575850003 13.197799034350002 13.303774303900001 62.057679025150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 9 10 11 14 16 -12 -2 -11 17 -13 -10 21 -21 -20 -23 25 26 -22 -25 -26 -29 -30
right_child=8 -3 -4 -5 5 -7 -8 -9 18 15 13 12 -14 -15 -16 -17 -18 -19 19 20 23 22 -24 24 27 -27 -28 28 29 -31
leaf_value=-0.10025864145596473 -0.0062892994527741749 -0.10021741338477924 0.071745901829079695 -0.10073686271742709 -0.10026712569100196 0.1002913256642317 0.064717315026999928 0.079612888784008531 -0.028219274843799814 0.080860825332926212 0.073549438071720069 -0.052934467076528081 0.024443903753703845 0.0024313289928520262 0.091846901476880821 0.010480916158334748 -0.090082044426348151 0.10058812441971027 0.096366540020326102 -0.068310194420693457 0.081462721736364818 -0.076443337259490471 0.067570177180608634 -0.0046370367714748976 -0.038451557505866207 -8.2323700749175718e-05 -0.069920902466065762 0.029634741105202984 0.014192771358118379 -0.0027865532206308684
leaf_weight=0.025656166521458412 0.1956404969046156 0.044763853845438462 0.035803998354822397 0.043358511090218599 0.029829562729275949 0.0083661396056413651 0.053400056847749511 0.029711093418882228 0.34169533392196072 0.16210887441411603 0.17926675074488663 0.12037174659703709 0.1157910069450736 0.84952206066810731 0.092648811754770577 0.21408193878960446 0.23437924261088483 0.016789713874459267 0.098077069360441693 0.15111887311490857 0.1474539185161915 0.088432255698762674 0.083105987410817761 0.20755886239567178 0.22716159113321044 0.18473653845649096 0.24000942162047068 0.41311619969928859 1.232551095516669 5.2504151097662373
leaf_count=64 64 146 13 65 217 1 24 10 37 15 57 173 12 407 10 33 18 1 9 18 28 40 18 29 37 29 27 35 149 1114
internal_value=-0.000117628 -0.0191516 -0.00310377 -0.0171848 0.00746561 -0.0563381 0.0298715 -0.00373626 0.000357762 0.00684013 -0.000241877 -0.0202249 -0.0471259 0.0148237 0.0252492 0.0408092 -0.0694307 -0.034142 -0.00127348 -0.00016734 -0.00120431 0.0308097 -0.00667239 7.88669e-05 -0.00150228 0.0361142 -0.0396456 0.000894344 0.00219042 0.000441581
internal_weight=11.1169 0.270889 0.226126 0.190322 0.146963 0.0381957 0.108767 0.0553673 10.846 2.1806 1.80441 0.775621 0.487332 1.02879 0.288289 0.376191 0.371541 0.137161 8.66543 8.32374 8.05412 0.269615 0.171538 7.903 7.57081 0.33219 0.447568 7.12324 6.89608 6.48297
internal_count=2900 540 394 381 316 218 98 74 2360 790 742 278 204 464 74 48 192 174 1570 1533 1466 67 58 1448 1391 57 56 1335 1298 1263
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=8 15 10 10 18 15 19 7 19 16 3 18 19 6 6 0 18 15 15 5 13 3 7 3 18 13 16 7 8 12
split_gain=0.00960661 0.0354347 0.0205512 0.0188905 0.0628208 0.0128026 0.0228435 0.0197353 0.0176273 0.0176727 0.0388246 0.0354929 0.0274411 0.0546501 0.0460804 0.0285499 0.0444921 0.0413876 0.0333643 0.0330712 0.0682173 0.0676509 0.0617508 0.0305109 0.0256986 0.0238114 0.0301598 0.0889595 0.0629074 0.0411494
threshold=1.6487133604500002 21.073645951400003 90.988176966900014 89.264875305300009 16.118666550000004 11.896459116400001 12.451004585100002 20.234873028950002 10.550851274900003 13.534968349350001 71.768389792350021 15.269763541350001 11.850956171350001 11.125259939900001 12.26528657645 98.615332683000005 17.108018746400003 23.304416445750004 26.557525034400005 16.222050829800004 104.02719889955002 84.062708822850013 20.778835947700006 81.70761950055001 13.849588037450003 104.19119484555002 17.844958270700005 23.669449516850005 4.9461400813500012 84.164147923250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -7 10 -10 24 13 -11 -15 19 17 -17 -19 21 -21 23 -23 -14 -12 -22 27 28 -27 -29
right_child=5 -3 -4 -5 -6 8 -8 -9 9 12 11 -13 15 14 -16 16 -18 18 -20 20 25 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=0.038806262248865547 0.087689239186187692 -0.10043309359412733 -0.10018388799506478 0.054980106354312532 -0.10060217451834606 0.041928960855067005 0.096090683463079196 -0.10065180216595104 0.055339902434227109 -0.040649946598401453 -0.10032468399036615 -0.10065687987778703 0.016962277474323394 0.10033997592174651 0.0034166133018598932 -0.088953832292759313 0.015560381067172275 0.018123012600540722 -0.082866074137856655 -0.076063281358061174 0.043450049549834252 0.044629991170180523 -0.10141491001617425 0.073404122678023806 0.013683081574004713 -0.030987755920439924 0.0013963852998363474 -0.0077342647113256488 0.085038920284710939 -0.10155693353387391
leaf_weight=0.087340536187185402 0.0064363838464477343 0.044410443375113573 0.019546840148791489 0.058483488292495167 0.051315407474021413 0.10224279099389733 0.009324808051474065 0.041027881933786148 0.046063773271270203 0.075433998368679478 0.025489796877820936 0.074638352456986468 0.18296531467785548 0.11551868170499802 0.085252914766897447 0.13444586212426735 0.17438730662615853 0.10626636831921132 0.047264083370464505 0.11713379040872851 0.12870632053818454 0.050042806833516806 0.06869198916683672 0.20098103200143669 0.088133831037794153 0.099500775248755668 8.4533973144183658 0.069364926646812819 0.088106937753309467 0.14335809313115533
leaf_count=69 2 94 190 31 81 101 5 116 63 15 57 99 31 15 36 83 74 51 36 45 14 5 55 34 42 147 1239 6 13 51
internal_value=-0.000106412 -0.0190589 -0.00238101 0.00731638 -0.0127876 0.000354585 -0.0470003 -0.0751118 0.000606448 0.000206933 -0.0269497 -0.0470843 0.00082231 0.0319184 0.0591838 -3.10661e-05 -0.0243027 -0.0484422 -0.0129663 0.00113765 -0.0002417 0.0261067 -0.0398618 0.0465074 -0.0118929 0.000747037 0.000126265 -0.0266936 0.0235023 -0.0709631
internal_weight=10.9953 0.261097 0.216686 0.197139 0.138656 10.7342 0.0567891 0.0474643 10.6774 10.5751 0.234326 0.188262 10.3408 0.276206 0.200772 10.0646 0.462364 0.287976 0.15353 9.60225 9.09957 0.502681 0.118735 0.383946 0.113624 8.98243 8.85373 0.400331 0.187608 0.212723
internal_count=2900 465 371 181 150 2435 123 118 2312 2211 261 198 1950 66 51 1884 244 170 87 1640 1515 125 60 65 99 1470 1456 217 160 57
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=15 15 18 16 6 17 17 6 13 16 4 17 17 16 16 12 12 4 14 8 14 18 4 13 6 13 14 2 3 15
split_gain=0.00945093 0.0561921 0.0434247 0.0669857 0.0784897 0.0572317 0.133209 0.0375675 0.0241634 0.018594 0.0485138 0.071353 0.0320982 0.0445554 0.0222197 0.0179963 0.0194506 0.0386219 0.0362858 0.0247874 0.094277 0.0950239 0.0631001 0.0239927 0.0685517 0.0377866 0.03356 0.0621309 0.0607282 0.142613
threshold=43.758818131150008 43.376643616500012 13.278511569200001 22.674946976100003 16.245379570700006 199.30127897920002 193.63201810280003 16.770391837550005 117.48293184245001 22.674946976100003 251.72785308670004 189.46592532740002 186.93621306220004 22.794946695500006 22.654947022900004 58.770113158150004 92.695913642950003 163.60960442095003 164.58247045880003 8.3434888241000014 145.19318528500003 15.078943968800003 148.04566182605001 117.68187774410002 16.525386113000007 117.64961624655002 241.54317565595002 147.22108985190002 92.837836160650014 38.97275740620001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 7 4 -4 6 -6 8 -2 14 11 12 13 -11 15 -1 19 -18 -19 20 -17 -22 -21 25 -25 26 27 -20 -28 -30
right_child=2 -3 3 -5 5 -7 -8 -9 -10 10 -12 -13 -14 -15 -16 16 17 18 23 22 21 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=0.048170221311010335 0.013758761466931667 0.069202748296506536 -0.078461465925351359 0.056956440914648625 0.036368043205315524 0.056288372507167297 -0.10171930595146916 0.01396701522510886 -0.10159994174841669 -0.068310398604582462 0.03445077507080465 -0.08496059209376336 0.032074597389435244 0.0096595152746564109 0.024037839555230506 0.077450639817590081 0.039210048764253026 -0.077586151224813438 0.0039904548770089429 -0.033178434400244226 -0.10123235593227053 0.030135296975389754 0.045720169592656602 -0.10212154457169254 0.026973710037747442 0.043811031593123231 0.00044122028670785676 0.061889665922987371 0.0148926813081325 -0.067782306352593261
leaf_weight=0.077346759033383061 0.021793432976210947 0.11864524881912153 0.14569902370840282 0.16696787445107475 0.17185476656038645 0.1503082373250777 0.11770845755654591 0.058682103102910332 0.10883563210153113 0.13460887840483415 0.15651512052318139 0.16114647145150229 0.14140364737249911 0.16088972398938495 0.40770505042746741 0.059201391046370122 0.25820668575840944 0.059984200212966132 3.2007096810544167 0.23842623529708362 0.18529366125123659 0.078343280475792199 0.17633277050435936 0.081878464101464377 0.082660073561214631 0.20372062573005667 2.9278724590832899 0.1967286906889284 0.38384378717492484 0.45712746453591535
leaf_count=8 14 11 31 24 26 24 37 9 77 15 36 15 11 36 40 13 34 10 707 26 52 31 25 9 54 13 1288 37 145 42
internal_value=-0.000111685 0.000794725 -0.00968593 0.00108372 -0.0148477 0.00622319 -0.0197649 -0.0524968 -0.0823541 -3.09451e-05 -0.0151142 -0.0280858 -0.00710824 -0.0258582 0.00122314 0.000149994 -0.000282377 0.00117597 -0.000117154 -0.0158085 -0.0365868 -0.0621947 0.000364923 0.000499594 -0.0372673 0.00134276 0.000135483 0.00734311 -0.00636186 -0.030047
internal_weight=10.8904 9.94859 0.94185 0.752538 0.58557 0.439871 0.289563 0.189311 0.130629 9.82995 0.754564 0.598049 0.436902 0.295499 9.07538 8.66768 8.59033 7.85273 7.59453 0.737597 0.322838 0.263637 0.414759 7.53454 0.164539 7.37 7.16628 3.39744 3.76884 0.840971
internal_count=2900 2658 242 142 118 87 63 100 91 2647 113 77 62 51 2534 2494 2486 2339 2305 147 96 83 51 2295 63 2232 2219 744 1475 187
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=3 2 5 7 7 0 5 17 17 4 12 5 19 17 0 3 13 15 3 9 13 7 6 16 18 17 17 18 7 9
split_gain=0.0107303 0.0304759 0.0299433 0.018108 0.0285068 0.0275993 0.0243453 0.0242457 0.030999 0.037514 0.0314901 0.0181305 0.0172683 0.0272652 0.0200021 0.0559833 0.0521398 0.0474561 0.0578443 0.0491936 0.0862942 0.0827916 0.0966224 0.0786368 0.0522238 0.114353 0.0459754 0.084621 0.0783558 0.0561543
threshold=108.42013948475001 170.32456123625002 29.040033326300005 19.874819532250005 18.446911739150003 71.340924949550015 21.377246852200006 168.75790693355003 167.56787829315002 172.73046293330003 247.01970978410003 26.704856022900003 14.651182102100002 197.32790877840003 87.29692395375001 92.751805500450018 117.47217800995001 33.005488016050009 94.507368659650012 202.80137809380003 117.61735474900001 23.699538637550003 16.375382608200002 22.554947256700004 13.3584252364 195.24502669890003 188.07781354100004 13.042786209850002 22.535351262400003 186.14781787895004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 -11 -8 14 -14 15 -9 -16 18 -17 21 -21 22 -19 -24 26 -26 27 28 29 -25
right_child=1 -3 -4 7 5 6 11 12 -10 10 -12 -13 13 -15 16 17 -18 19 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.033489783586774888 -0.10071507877824022 -0.10078398554590634 0.075963396349523621 0.067815128003981665 0.095720096119381926 0.083363347603307769 -0.023420553147753362 -0.045741727709563723 -0.10326764454078761 -0.10062654273634851 0.055447529147983766 0.039044716292779315 0.055073333693434437 0.0016454631873608135 0.00093041246258097313 0.082114076601764424 0.05183696605210994 -0.072164888657852019 -0.063244394032458726 -0.10144234816854136 -0.0020978507357645969 0.050766585300675529 0.053855283194471228 0.010748823822099346 -0.087261754597471375 0.0074586368664066732 0.018425424658409077 -0.08228302656036697 0.047485654071423702 -0.059560838644947246
leaf_weight=0.074579472380718381 0.013979997275783584 0.038715246002368531 0.030565093893073936 0.039789969841172446 0.060848796885693446 0.048574761778581887 0.10593617579525016 0.33303988340776092 0.051524681594742106 0.045282128302261526 0.018092667631663062 0.082770791301754798 0.14398687104403585 0.28373108105006395 5.7298260568207411 0.12521294325506493 0.20851925358874712 0.20658319448966844 0.035037183231150237 0.1405606325060943 0.23134874573315756 0.27908863822813135 0.23651553031231776 0.23014928771590371 0.22944197933520616 0.28674060150407854 0.83062650609372213 0.15199264361353926 0.23186577975320688 0.22429981940696564
leaf_count=29 47 46 44 27 9 9 46 34 29 128 37 35 25 34 1757 20 22 38 70 41 52 24 19 26 25 29 107 28 33 30
internal_value=-0.000127858 -0.035888 0.0205148 0.000151291 0.0218047 0.035637 0.0202293 -0.000632761 -0.0399243 -0.00828799 -0.0560695 0.00397801 -3.32695e-05 0.0196314 -0.000899408 -0.00659353 0.00271795 -0.00280285 0.0503328 -0.00539951 -0.0396444 -0.00101881 -0.00651788 -0.000917698 -0.00684629 -0.0346444 0.00175134 -0.01477 0.000181618 -0.0239535
internal_weight=10.7492 0.0832603 0.0445451 10.666 0.37271 0.298131 0.237282 10.2933 0.154689 0.103165 0.0633748 0.188707 10.1386 0.427718 9.71085 3.7725 5.93835 3.43946 0.16025 3.27921 0.371909 2.9073 2.62822 2.42163 2.18512 0.516183 1.66893 0.838308 0.686315 0.454449
internal_count=2900 137 91 2763 128 99 90 2635 221 192 165 81 2414 59 2355 576 1779 542 90 452 93 359 335 297 278 54 224 117 89 56
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=0 0 3 12 6 14 9 6 2 6 2 4 10 6 16 16 18 5 5 16 0 2 0 6 5 5 13 6 19 5
split_gain=0.0102483 0.0366278 0.0305578 0.0236736 0.0595685 0.0314732 0.0679593 0.054153 0.0524853 0.0435884 0.0419515 0.0358478 0.0261604 0.0383802 0.0254612 0.0491683 0.0314202 0.0204938 0.0575483 0.02764 0.0364277 0.0753419 0.0236666 0.0239703 0.119699 0.0689045 0.0806137 0.0684834 0.0626191 0.0453514
threshold=85.716110573100011 85.694602908050015 93.770731131900007 58.770113158150004 22.585527707250005 186.41884102645002 187.38923140910003 16.575387281250006 125.31286365695001 16.505385645700006 156.02689307135003 330.30235111835003 61.928633034850002 14.595341017800001 22.824946625350005 22.634947069650003 11.780121045600003 25.763052016400003 24.437854605800002 22.724946859200003 86.001087134900004 86.011634045550025 86.036037090600004 16.455384477450004 22.852794041600003 22.852794041600003 117.53132408880002 16.505385645700006 14.351157895250003 21.850554661550003
decision_type=2 2 2 2 2 2 2 2 2 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 17 -1 5 6 7 -5 -7 11 -11 12 -10 -14 15 16 -12 18 19 20 21 -2 -22 25 27 26 29 -25 -29 -24
right_child=2 -3 -4 4 -6 8 -8 -9 9 10 14 -13 13 -15 -16 -17 -18 -19 -20 -21 22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.069934994163224268 0.023433722070693851 -0.087670476386468535 0.026013331018852805 -0.049350471667161 0.095452595398645049 0.057093844434527009 -0.075092705724318004 0.06784058604709875 0.086287509476865365 -0.093379110437985635 -0.062512748677582497 -0.050394554808688742 0.10026434869259052 -0.049606809344405638 0.032005745529830418 -0.10156481232757297 0.026171045294158358 0.040909673573758992 -0.083844932062247912 0.055122904639380479 0.051099593499462664 -0.075448288168545999 -0.00043358861624580921 -0.064502431915267916 0.041334410114792594 -0.035864304312774334 0.047607287116384539 -0.044492619744504469 0.016066919859944222 0.031575350652290203
leaf_weight=0.053542855079286578 0.13281471095978403 0.05588453379459668 0.46495664224494326 0.072010738975727184 0.059617046732455381 0.14981943249246044 0.17816598484182578 0.087152200752370845 0.090669309726905567 0.077990631764578211 0.058558909387613767 0.044986254544809867 0.027148530818521976 0.0461065329898247 0.094685114104322565 0.067884969678502216 0.12571861796737949 0.11913261516565476 0.082751712596974225 0.089842264424078944 0.09192486753454332 0.18353951893732301 5.4618197803029727 0.35002498271205673 0.32162254076683883 0.43792334496629326 0.41773534030653525 0.3020595137500095 0.39274808082700474 0.48167281961480046
leaf_count=6 12 12 47 29 6 50 54 61 30 79 48 36 4 53 26 23 63 30 36 13 10 38 1829 36 24 61 28 35 42 79
internal_value=-0.000131018 -0.00848557 0.00102399 -0.00489967 -0.00194995 -0.00713049 -0.0326692 0.0148194 0.00386402 -0.00871961 -0.0271102 0.0286792 0.0503797 0.00593586 -0.0122092 -0.0288116 -0.0020105 -0.000286575 -0.000847694 -5.49447e-05 -0.000633131 -0.0339347 0.000642687 7.46648e-05 -0.012011 0.00250358 0.00514493 -0.028432 -0.0102606 0.00216048
internal_weight=10.6205 1.28994 9.33057 1.23406 1.18051 1.1209 0.337329 0.159163 0.783568 0.633749 0.424838 0.208911 0.163924 0.0732551 0.346848 0.252162 0.184278 8.86561 8.74648 8.66373 8.57389 0.316354 8.25753 8.16561 1.36646 6.79915 6.36123 1.04483 0.694808 5.94349
internal_count=2900 580 2320 568 562 556 144 90 412 362 239 123 87 57 160 134 111 2273 2243 2207 2194 50 2144 2134 137 1997 1936 113 77 1908
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=3 2 5 7 19 17 17 4 12 5 7 2 12 10 10 5 8 9 4 4 12 6 15 2 4 18 18 7 7 7
split_gain=0.0105632 0.0260017 0.0253591 0.0145637 0.0244209 0.0212084 0.0273972 0.0313227 0.028375 0.0169507 0.0167213 0.023934 0.0146301 0.020132 0.0458864 0.0417871 0.0395178 0.0677487 0.0258749 0.0250846 0.0259488 0.0590414 0.0375055 0.0239201 0.0241 0.0211928 0.0377743 0.034443 0.0658503 0.0491178
threshold=108.42013948475001 170.32456123625002 29.040033326300005 19.874819532250005 13.351077205700003 168.75790693355003 167.56787829315002 172.73046293330003 247.01970978410003 29.550218091600005 18.853220637450004 223.36808516470003 66.834523482800009 61.614083433650009 61.767325547050007 29.750488688650005 8.4434108459500017 180.71687340240001 148.04566182605001 155.77228353875003 93.660658182900008 14.515339148550002 23.304416445750004 71.847610775600018 159.66984649465005 12.848040995400003 12.949570119650001 22.580174331950005 22.372035319250003 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 6 7 -5 -9 10 -1 -12 -7 15 -15 16 17 -14 -16 -20 21 22 -21 -22 -25 -26 -27 28 -28 -29
right_child=1 -3 -4 5 -6 12 -8 8 -10 -11 11 -13 13 14 18 -17 -18 -19 19 20 23 -23 -24 24 25 26 27 29 -30 -31
leaf_value=0.068612612122853592 -0.1006047940388793 -0.10072919069722373 0.071326478920105088 0.063142260982409867 0.048568603715132115 0.035831989032655595 -0.10286305771511978 -0.10055373069454146 0.051711126804565036 -0.052839159174640576 -0.065285857773573097 0.036212727026282823 -0.10207234741036551 0.07061778934754756 -0.030632583144286851 0.025601608456284588 -0.10120020090921118 0.10038361521167474 0.040540164746542554 -0.042805498923317822 0.038086532790227813 -0.072798634772450424 0.05588877609123958 -0.048898266637861301 0.044862952113329475 -0.041336474491191329 -0.0079193364743820969 -0.015703854535336469 0.060281952299235747 0.0037224465990080176
leaf_weight=0.039879408830528429 0.01248645154260053 0.034827510610639933 0.027412050334874039 0.037135417279897776 0.16244570503658906 0.11259512120159243 0.045571705681481944 0.040448475159422514 0.017548522215292905 0.052181546625433839 0.041628445320839091 0.052572985820006579 0.032829512530873184 0.091941089776809259 0.27435181444161472 0.091156199679858219 0.093289787323556084 0.033288666978478432 0.15409294975779531 0.066486222356615055 0.16927537111041502 0.15304467398527777 0.09148851664212998 0.099115647375582649 0.10728248770101245 0.21403059207092567 0.29333012759934529 1.669152639506535 0.27363601355091305 5.9097618633325339
leaf_count=27 47 46 44 27 36 15 29 128 37 16 39 10 36 12 31 23 43 4 29 33 18 19 16 7 15 37 157 231 55 1633
internal_value=-0.000128875 -0.0375925 0.0175197 0.000139804 0.0202313 -0.000555875 -0.0391078 -0.00856676 -0.054482 -0.00448258 0.0143368 -0.0086404 -9.61825e-06 -0.000420677 0.00031217 -0.0284021 -0.0592837 -0.000141393 -0.00037004 0.000532347 -0.000149116 -0.0285327 0.0143517 0.000861447 0.000125857 0.000699726 0.000132981 0.00122258 0.0249968 -0.000555931
internal_weight=10.4943 0.074726 0.0398985 10.4196 0.348708 10.0709 0.140704 0.0951324 0.057997 0.186262 0.134081 0.0942014 9.93015 9.81755 9.56699 0.250564 0.159408 0.0661182 9.47505 9.2007 9.0466 0.311019 0.157975 8.73558 8.56631 8.46719 8.35991 8.14588 0.566966 7.57891
internal_count=2900 137 91 2763 128 2635 221 192 165 92 76 49 2414 2399 2293 106 83 40 2281 2250 2221 68 49 2153 2135 2128 2113 2076 212 1864
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=6 6 6 18 18 17 7 0 18 6 18 18 5 10 6 6 13 0 8 6 19 17 8 9 7 0 3 15 7 5
split_gain=0.0110184 0.0425038 0.0273699 0.0419578 0.0323696 0.0364932 0.0329861 0.0256808 0.0317596 0.0309613 0.0628387 0.0217736 0.0277594 0.0869661 0.0518983 0.0211963 0.0480585 0.0701107 0.0388647 0.0451185 0.0338576 0.0273524 0.0438835 0.0235641 0.0287231 0.0376981 0.0352487 0.0259509 0.0280575 0.0468933
threshold=13.665319288000001 13.775321858200002 12.26528657645 17.327266398450003 16.158105979900004 199.41622983390002 19.468732114900003 97.835679825150024 15.556223714900002 14.185331438000002 15.150044688000003 15.116851934050002 17.671168838450004 70.026268923800004 14.325334709150001 10.715250360100002 97.873318238950006 95.897301513100004 7.7439566930000003 11.175261108200003 13.751109481500002 242.64190980425005 3.1475436881500003 59.469124515800011 20.778835947700006 95.590817286200021 83.799239926100014 23.516184833950003 22.806258769100005 5.2595069053500012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -4 8 9 10 -3 12 13 -11 -15 20 17 -17 -18 -20 21 22 23 24 -1 -26 27 28 -27 -30
right_child=1 7 3 -5 -6 -7 -8 -9 -10 11 -12 -13 -14 14 -16 16 18 -19 19 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.055664242360635989 0.051411421347557801 -0.075353458511097024 0.057650703257636528 0.057184139728534589 -0.10075137450137116 0.011140148214519488 -0.083715312567706979 -0.046237257044462826 0.047739693472910683 0.071111817390234588 0.019886262993745907 -0.03569435005418134 0.00046239489959393936 0.035359509059413229 -0.049372098764804508 0.054665968664903086 0.064449829116130689 -0.10065225789121104 0.050890257481537728 -0.050807504634143179 -0.079805793390404611 0.057145281453898647 -0.081547635784826919 0.051467816901397345 -0.10148301757443119 0.039271680131362591 0.10054275214601016 -0.10031564132764743 0.0062206358213315639 -0.087050305264907479
leaf_weight=0.060534335243119797 0.16601023328257625 0.15406140432696247 0.019290608004666754 0.0474534923741885 0.075890581942076096 0.12978241079326835 0.11434562389172243 0.11683924603312412 0.14273011094519539 0.22529970994218995 0.12588382573449053 0.15598298493796381 7.3692127131240035 0.13056954648345709 0.16194543261372019 0.04828292997956396 0.19466156054113526 0.073009545648972107 0.086265715770423412 0.088255438266287456 0.065049455657117505 0.065489633598190267 0.077001218207982447 0.074108492930463399 0.047972395611509455 0.092666184873337443 0.028001340106129646 0.033098185543167347 0.15847022798558896 0.081690745337255066
leaf_count=22 34 41 6 20 41 38 99 36 52 16 13 40 1292 11 31 29 47 78 13 58 28 46 205 23 83 30 2 44 278 144
internal_value=-0.000123438 0.0012943 -0.00758927 -0.0308899 -0.0432073 -0.026629 -0.0633089 0.000324893 0.000967521 0.000165426 -0.0325267 0.00130331 0.00203502 0.0244156 -0.0115506 -0.00051872 0.0157863 -0.0388247 0.0337284 -0.000538354 -0.0107182 -0.00446798 -0.0106421 -0.00117212 -0.00893647 -0.0177859 -0.00759328 -0.0158681 -0.00747013 -0.0255055
internal_weight=10.4099 8.74854 1.66132 0.386763 0.339309 0.263419 0.133636 8.58252 8.46569 8.32296 0.279945 8.04301 7.88703 0.517815 0.292515 1.27456 0.490475 0.121292 0.369183 0.174521 0.784082 0.719033 0.653543 0.576542 0.502433 0.441899 0.393927 0.365925 0.332827 0.240161
internal_count=2900 1566 1334 204 184 143 105 1532 1496 1444 54 1390 1350 58 42 1130 225 107 118 71 905 877 831 626 603 581 498 496 452 422
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=17 18 0 0 4 2 6 8 7 10 6 2 4 16 16 3 18 10 10 17 6 3 10 9 18 17 2 6 7 8
split_gain=0.0184584 0.0177486 0.0136824 0.0304557 0.0323317 0.0637178 0.0611489 0.06276 0.0400575 0.0300723 0.0294213 0.0346197 0.0302001 0.0294905 0.0456551 0.0260996 0.0227951 0.019545 0.0389044 0.0192357 0.0182491 0.0411161 0.0568154 0.0384237 0.0282884 0.0563054 0.0900629 0.0457417 0.0381063 0.0366537
threshold=157.96759137085004 11.257534840550003 85.716110573100011 85.694602908050015 195.32149859550003 125.31286365695001 16.575387281250006 8.543332867800002 20.861721588400005 61.960894532450006 16.505385645700006 147.22108985190002 330.30235111835003 22.824946625350005 22.634947069650003 93.770731131900007 11.780121045600003 61.928633034850002 62.106071271500007 187.45953903175004 18.155424198600006 93.58791597905001 61.885617704800005 191.62448690950001 13.278511569200001 184.59783591905003 157.69206214580001 16.475384944750001 22.426784932800004 9.2427870207000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 9 -8 -9 -3 12 -12 17 14 16 20 -13 -7 -19 -17 21 24 -23 -24 25 28 27 -27 -4 -26
right_child=1 2 15 -5 5 10 7 8 -10 -11 11 13 -14 -15 -16 19 -18 18 -20 -21 -22 22 23 -25 29 26 -28 -29 -30 -31
leaf_value=-0.076911748308032254 0.057867880451219982 -0.10232232123128558 0.013279483409754489 -0.085941135589878731 0.081533041888570412 0.083678811613409801 0.075711880522498096 0.017391161771995973 -0.10081067642238568 -0.02315359922245433 -0.089983265461510475 -0.057063371358372542 -0.045694020243721635 0.036585057378070808 -0.10125304688879776 0.00046716639950327408 0.021864289568031731 -0.10041801171830762 0.06459533853914054 0.042003124505281257 0.043722809106245285 0.033068176279305882 -0.10169024558322359 -0.017319819982314133 -0.00089326116517076293 0.071741888428705658 -0.022927589737009726 0.016642871283296234 -0.062529679354512521 -0.072149337813038034
leaf_weight=0.031210042087416734 0.052927843202396185 0.11459428687521611 0.13162558927569257 0.051196137370425165 0.09641366564846976 0.076322755630997108 0.08309449809659597 0.060809326195339963 0.054246886443024778 0.08253800004445111 0.062220165045516751 0.052216109997772264 0.043685090450495068 0.10051588036913017 0.062678251525724704 0.19351489619293794 0.1222889326626273 0.0216114699169907 0.042160430006106253 0.26306403258786304 0.093847803887911918 0.083923372207210245 0.12004917175909213 0.098077077281459424 7.03811752188426 0.35379533685045317 0.24957982449450355 0.26242853980511427 0.13361383073788602 0.072937658645969239
leaf_count=96 50 19 31 12 20 25 56 21 28 29 40 33 36 28 25 20 69 36 19 27 11 10 25 32 1992 35 25 22 13 15
internal_value=-0.000124216 0.000109045 -0.000190045 -0.0105854 -0.00699796 0.0062209 -0.0297419 0.00948833 -0.0383388 -0.0691749 -0.00621894 -0.0214384 0.0268998 -0.00880918 -0.0280468 0.00109768 -0.00175277 0.0495364 0.00867445 0.0243987 -0.00013394 -0.000615656 -0.0368526 -0.0637544 0.000712325 0.015402 0.0277514 0.0482771 -0.0249092 -0.00162413
internal_weight=10.3053 10.2741 10.2212 1.12659 1.0754 0.680113 0.395283 0.198151 0.115056 0.197132 0.583699 0.399919 0.18378 0.337699 0.237183 9.09457 0.174505 0.140095 0.0637719 0.456579 8.638 8.54415 0.30205 0.218126 8.2421 1.13104 0.865804 0.616224 0.265239 7.11106
internal_count=2900 2804 2754 496 484 331 153 105 49 48 311 195 116 155 127 2258 102 80 55 47 2211 2200 67 57 2133 126 82 57 44 2007
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=7 7 5 5 10 10 7 6 19 8 17 10 3 2 17 10 0 7 16 9 10 2 13 15 4 5 18 8 5 5
split_gain=0.00979917 0.0217218 0.0296501 0.02182 0.0243142 0.0164655 0.0149652 0.0218144 0.038804 0.0135802 0.020486 0.0147714 0.0609281 0.0379189 0.061066 0.0587925 0.0389123 0.0225445 0.0136747 0.073708 0.0261613 0.0406597 0.0410228 0.0926293 0.0251797 0.0660449 0.0465208 0.0440484 0.0631544 0.0480205
threshold=26.752366550650006 27.198839780950003 14.320088925450003 14.438098050150002 90.740838818900016 104.14280259920001 26.452067539250002 13.665319288000001 11.850956171350001 1.5487913386000003 195.44378352670003 78.220689305400015 79.47351079420001 223.36808516470003 200.23903127160003 78.677727187550019 102.65877371115 25.823591744850003 14.524966034300002 66.290220196950017 75.465019721650009 189.32640726775003 104.02719889955002 20.478039369150004 309.48890441440005 21.377246852200006 14.531978590450002 8.6432548896500023 22.553892743650003 23.151456684850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 4 -3 -6 9 8 -8 10 -1 12 -11 14 15 -13 17 -17 19 -14 24 22 23 -22 -20 26 -26 28 -27 -30
right_child=1 3 -4 -5 5 -7 7 -9 -10 11 -12 13 18 -15 -16 16 -18 -19 20 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.080955426982317946 -0.089151673363868214 0.021681355728925763 0.0076463604385333776 -0.10052479588811268 -0.10021882635957979 0.056302633627607929 0.060958132954025412 0.08098880932943793 -0.074435795162616572 -0.100636483426915 0.01510291866246693 0.096512522590190594 0.019310489579641103 0.063833041078019223 -0.090658766856397427 -0.025677662609780202 -0.10048081517111583 0.06891753189899702 0.0017674860581994084 -0.10111977473298944 0.070055819429558228 0.079162286729715245 0.06560272134466566 -0.076324309192641743 -0.10219799882907209 0.073148123907416887 -0.018374748255459743 -0.053177845385071601 -0.058037897795428263 0.011964983354834102
leaf_weight=0.050371354902606025 0.076255963240982605 0.2144153667311457 0.054089890836621635 0.019769877669205016 0.029669607827230493 0.0086892383832548603 0.047750723229385339 0.056442168475768995 0.038023882512106866 0.060274925006521651 0.03970006244162505 0.072283368259378089 0.14000661968975592 0.12900600537250284 0.060427300221817859 0.054761318869964271 0.038284572980956 0.046662570978696749 7.4556297866663606 0.079780664941431212 0.070047618937679412 0.1061110474565794 0.079901531571522355 0.11291601637412896 0.12517019425195008 0.12850293053963924 0.14055720674878103 0.13139657668943983 0.1291325243348922 0.4063654533851917
leaf_count=131 67 172 21 27 196 78 27 15 24 52 49 8 83 33 50 40 54 17 1217 99 10 31 7 69 35 35 57 42 24 130
internal_value=-0.000122965 -0.0154075 -0.0489832 0.000650268 0.00856333 -0.0647628 0.000505433 0.0327081 0.000938005 3.12046e-05 -0.0386166 0.000395057 -0.000427251 0.0191709 -0.00197913 0.0232986 -0.0145814 0.0178432 0.000236095 -0.0244045 0.000845577 0.0269144 0.00582338 -0.0202827 -0.000283816 -0.0146966 -0.0578595 -0.00027667 0.0101917 -0.00491584
internal_weight=10.2024 0.40289 0.130346 0.272544 0.252774 0.0383588 9.79951 0.142217 0.0857746 9.65729 0.0900714 9.56722 9.16579 0.401425 0.272419 0.211992 0.139708 0.101424 9.10552 0.219787 8.88573 0.368976 0.262865 0.182964 8.51675 1.06112 0.265727 0.795397 0.664001 0.535498
internal_count=2900 561 88 473 446 274 2339 66 51 2273 180 2093 1891 202 169 119 111 57 1839 182 1657 117 86 79 1540 323 92 231 189 154
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 16 17 6 9 16 0 0 15 3 10 0 17 10 13 16 3 13 5 5 9 8 0 6 0
split_gain=0.00854727 0.0425614 0.0760763 0.0355538 0.0463984 0.0734378 0.0496994 0.03387 0.031849 0.0304299 0.0283804 0.0389057 0.0924036 0.0751352 0.056277 0.0324602 0.0547311 0.0210042 0.0206527 0.0441098 0.134552 0.10084 0.0546863 0.0483954 0.0387146 0.065514 0.115606 0.0503432 0.0492037 0.0754043
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.870208776000002 17.534958995600004 194.76181357870004 14.875347560100002 224.73355223045004 18.984955604900005 94.047642319350018 96.249489528150022 28.777417478550003 85.898925725950008 70.085415002650009 94.776214472700005 161.95900874150001 69.563854125350005 112.82921081865001 19.974953289850003 89.227236891450005 113.92610173585001 19.500380888400006 21.197160116700001 196.26893085885004 8.6432548896500023 89.738043936200015 15.785368822600002 87.29692395375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 8 9 -8 -6 17 11 14 13 -13 -2 18 -17 -1 19 20 -12 -21 -23 -24 25 -25 -27 28 -26 -30
right_child=10 2 -4 -5 5 -7 7 -9 -10 -11 15 12 -14 -15 -16 16 -18 -19 -20 21 -22 22 23 24 27 26 -28 -29 29 -31
leaf_value=-0.077931374431494838 0.098199116274184373 0.07240264438168649 -0.101912582221384 -0.10071371213362396 -0.070822095179501526 0.088832887200612415 -0.10139483387015424 0.026466725030464211 0.043038153632072779 -0.087528359583860793 0.0098438460655245526 0.022975946817448193 0.080816358030383242 -0.10157765832801807 0.0060933428710921124 -0.1007886484941561 0.0074930428652026137 0.00166691682784776 0.028406851885380502 0.050057725865624472 -0.089606671351330602 -0.053056672281841966 0.055659338682010895 0.0055006835156686147 -0.042261351008528458 -0.074189562045886628 0.015164357974541222 0.065158885140090425 -0.00019302811361610744 0.046173502880297618
leaf_weight=0.03376001132615325 0.12925982815795567 0.033062152759612107 0.10314410991031764 0.03596518106064639 0.059054740406281669 0.13735833359851313 0.084702437390660523 0.027425333123119344 0.042067061066063616 0.040362155480806794 0.37432084849569935 0.093862024252302945 0.091076887445524335 0.10006368416361511 0.13627421302180664 0.084680947620654368 0.10401758780062664 1.838180397266427 0.26328683826068289 0.41346583112317592 0.21371502709371271 0.19557494390755881 0.15598970372229803 0.675872618332505 0.23662039494956877 0.37497395335230976 0.23587812557889265 0.13014142418978725 3.262024373084373 0.39299728504556686
leaf_count=128 15 22 74 59 38 16 84 23 15 69 28 13 17 34 37 45 15 1261 25 54 43 16 16 68 20 36 22 9 560 38
internal_value=-0.000125051 -0.00528618 -0.0596 -0.00206813 -0.000500324 0.0412196 -0.00541497 -0.0701212 -0.0234558 -0.00162093 0.00151477 0.0233888 -0.00227073 -0.0412924 0.0509297 -0.000178117 -0.0410998 0.00023138 0.000936975 -0.000148723 -0.0263003 0.00238326 -0.00109934 0.000760217 -0.000852985 -0.0159509 -0.0396859 0.00397743 0.00193145 0.00479242
internal_weight=10.0992 2.43508 0.136206 2.29888 2.26291 0.23848 2.02443 0.112128 0.101122 1.9123 7.6641 0.550537 0.285003 0.193926 0.265534 7.11356 0.188699 1.87194 6.92486 6.66157 0.588036 6.07354 5.66007 5.4645 5.30851 1.28672 0.610852 4.02178 3.89164 3.65502
internal_count=2900 1789 96 1693 1634 69 1565 107 53 1458 1111 116 64 47 52 995 60 1389 935 910 71 839 785 769 753 126 58 627 618 598
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=19 3 18 17 16 0 15 10 16 0 10 8 13 8 2 2 17 7 3 7 15 5 17 15 16 7 7 5 16 9
split_gain=0.00941557 0.0252916 0.0313624 0.0135937 0.0595621 0.0489447 0.0499734 0.0364969 0.111719 0.0643749 0.101369 0.0586251 0.0540494 0.0384835 0.0303141 0.038225 0.0373848 0.0544102 0.0766633 0.0508191 0.0377163 0.0614465 0.0901694 0.0638271 0.0549701 0.0517795 0.0609262 0.0504216 0.0675463 0.0472574
threshold=14.651182102100002 92.913112988300014 13.434779691800001 201.37020668845003 22.644947046300004 88.576630023850015 42.914654887700003 64.321360770950022 20.719951547750004 90.837623311600012 68.579878449600017 8.543332867800002 109.96062599345002 8.4434108459500017 325.75432260090003 309.73785348360008 198.29010168345002 24.373474566200006 89.579424906550017 24.918974924200004 44.34858359035001 22.963361893800002 192.70224472390001 42.133814420300006 22.674946976100003 22.969987962250006 22.446731871300006 24.301614351200005 22.594947163200004 206.08249486475003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 14 5 6 -5 -7 9 -9 -11 12 13 -12 15 16 20 18 -18 -19 21 23 25 24 29 26 -23 -22 -29 -1
right_child=1 2 -4 4 -6 7 -8 8 -10 10 11 -13 -14 -15 -16 -17 17 19 -20 -21 27 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0033352355199164855 0.05046538983787538 0.029650605264535487 -0.037203731483774781 -0.10180413740628608 0.072386686764658675 0.035928859679929828 -0.0036039249322136315 0.076895339172470989 -0.10144598122991524 -0.094562645392117839 -0.0055897287295519245 -0.10131909236961434 0.099600512052916035 0.074389491568526464 -0.047576017511521893 0.066199424467217272 0.084862096784688118 -0.059216549975683611 0.011050092994270089 0.018935588551141639 -0.073576336521396765 0.0017794336890839119 0.078973730703943257 -0.086887849295248815 -0.043674278110062685 -0.056374483767067322 0.081093396511973947 0.075164825047516468 -0.040598798215743984 -0.028815332037331404
leaf_weight=4.476500740130307 0.13347707071807313 0.14638354638009332 0.13477506738490774 0.11713174220176359 0.085259628191124537 0.17647376185050223 0.092941550605246448 0.093839211724116245 0.12697234211373132 0.12323631896288134 0.6602846029304601 0.051015856213325605 0.061134917486924678 0.066192831411171937 0.12662837992354514 0.090945863997603626 0.21849889082295693 0.13833603919192683 0.39525857141416054 0.20877459868378878 0.1661447590543047 0.47248229744977255 0.2254921498351905 0.091106475663195741 0.30510021630470863 0.11097480614807864 0.12182274751830846 0.076769149896790623 0.14675723144007691 0.50918929553657211
leaf_count=1000 13 27 21 28 21 22 17 14 29 18 511 27 3 18 120 44 28 35 35 77 45 339 19 13 42 18 16 15 90 195
internal_value=-0.000131326 0.0146205 -0.00239642 -0.000772802 -0.00901336 -0.013436 -0.058358 -0.00649278 -0.0128228 -0.00216379 -0.00987678 0.0025678 0.00929684 0.00169756 0.000957211 0.00174978 0.000984899 0.0194318 0.0373273 -0.0122108 -0.00165971 0.00020407 0.0239281 -0.00389888 -0.00246982 0.00632887 0.0180375 -0.0318529 -0.000840292 5.16931e-05
internal_weight=9.9499 0.414636 0.281159 9.53526 1.65448 1.56922 0.210073 1.35915 1.18268 1.0557 0.961865 0.838628 0.787612 0.726477 7.88078 7.75415 7.66321 0.960868 0.613757 0.347111 6.70234 6.31267 0.930772 5.3819 5.29079 0.70528 0.594305 0.389671 0.223526 4.98569
internal_count=2900 61 48 2839 708 687 45 642 620 591 577 559 532 529 2131 2011 1967 175 63 112 1792 1642 392 1250 1237 373 355 150 105 1195
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=12 19 8 0 9 5 4 5 9 5 9 15 5 10 12 15 7 12 19 2 17 18 19 12 8 15 16 15 16 3
split_gain=0.00846346 0.0257133 0.045078 0.0279186 0.0226709 0.0304461 0.0216438 0.0204896 0.0276068 0.0201113 0.0280919 0.0182609 0.018214 0.0361007 0.0177646 0.0180756 0.0359265 0.017576 0.0244111 0.0502003 0.0164931 0.0543996 0.0302579 0.0326557 0.0221878 0.0137953 0.0137363 0.0376591 0.0283289 0.0254945
threshold=286.25174907180002 14.351157895250003 5.2459061469000003 86.692020874450009 37.256168974800005 23.663981639800003 395.41070928875007 23.953129400350004 204.09084027260005 22.504913082700003 208.47660979520001 5.4774945026000008 20.608876568850004 80.059594666650014 273.64044797740007 46.574831689400007 23.633329316050006 266.39085111275006 14.651182102100002 173.31297745125002 208.12573104970002 15.502113896900001 13.451085274650001 222.49441569665001 8.3434888241000014 35.34809845485001 13.894967507500002 17.382777826050003 14.334966478600002 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=14 2 4 -3 11 12 -7 8 -4 10 -10 -2 13 -6 15 17 -17 18 20 -20 26 -22 23 24 -23 -19 27 -1 -28 -30
right_child=1 3 7 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16 16 -18 25 19 -21 21 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.00096009144104084213 0.084757642312710407 -0.022407775949371943 -0.10122634842923027 0.041898673563823541 -0.053561463616509652 0.020622011715528337 -0.10058260447616768 0.025366233055341206 0.085392745175884882 -0.10197177222276975 -0.038575432433054155 -0.10035144635245348 0.097353693368822464 0.053801249133153706 0.041065187656287166 -0.079399947156793438 0.052706778011292525 -0.00062522956721822349 -0.010649287867320133 0.064681074509038511 -0.097793891586329798 -0.097604629133656529 0.037116256510807188 0.034566408824679172 0.045424453074663758 -0.070228244224045375 0.046377933536699979 -0.082076181956190278 -0.036089304049078862 0.0019427816454295366
leaf_weight=0.21139110572738129 0.0064743909736088004 0.11589141937540148 0.10027862623769579 0.16172667695354903 0.045386048572709115 0.026994871608621906 0.032435892693456481 0.030885420247201978 0.023290971676033223 0.032153359256568592 0.084951915272085898 0.03013110296919308 0.039095926645984491 0.10104865416269604 0.10809611056095114 0.072271731204140433 0.028784543894289527 0.052831555772059668 0.17699117206211745 0.17686426264845068 0.073197371237256337 0.064120315121044769 0.11675549096071336 0.043964378293935624 0.013053964232312865 0.06176869891419301 0.14034194718760762 0.073645958076212992 0.18056930863622245 7.3802325499536892
leaf_count=360 12 35 49 36 39 10 32 23 12 9 88 118 15 50 55 70 8 26 31 20 23 121 51 36 14 14 53 124 77 1289
internal_value=-0.000122797 -0.00977923 -0.0222432 0.015054 0.00579255 0.0167616 -0.0455286 -0.051312 -0.061152 -0.0325287 -0.0119008 -0.0676113 0.0367149 0.0205252 0.000771036 0.000279805 -0.0417711 0.000764591 0.00127996 0.0270024 0.000182975 -0.0224066 0.000789204 -0.0342234 -0.0734114 -0.0381407 0.00106292 -0.0204943 0.00186081 0.00103449
internal_weight=9.80563 0.830745 0.553127 0.277618 0.281567 0.244961 0.0594308 0.27156 0.240675 0.140396 0.108243 0.0366055 0.185531 0.146435 8.97488 8.86678 0.101056 8.76573 8.65113 0.353855 8.29727 0.311092 0.237894 0.121139 0.0771743 0.1146 7.98618 0.285037 7.70114 7.5608
internal_count=2900 528 457 71 276 146 42 181 158 109 100 130 104 89 2372 2317 78 2239 2199 51 2148 245 222 171 135 40 1903 484 1419 1366
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=6 13 6 13 10 10 3 16 8 0 5 19 16 5 7 16 0 9 19 8 17 7 5 15 18 6 7 5 18 3
split_gain=0.00795901 0.0294293 0.0290062 0.0196232 0.0334759 0.021959 0.0467407 0.0183495 0.0383041 0.0165409 0.0368418 0.0332547 0.0380782 0.0330633 0.0317556 0.0360112 0.0194091 0.0177137 0.0165248 0.0156179 0.0241249 0.0193135 0.0361953 0.0187406 0.0291794 0.0285346 0.0216359 0.0119951 0.0112502 0.0457327
threshold=10.715250360100002 107.54907905045002 11.175261108200003 105.64833915220002 67.649671936450019 70.343506983200015 80.153690701200006 17.924958083650004 7.1444245619500011 98.615332683000005 13.999568943650003 12.050972309250001 12.644970430600003 16.222050829800004 25.967949918250003 14.479966139550003 97.671683879200017 203.31429194770001 9.4507625164000029 1.7486353823000003 201.37020668845003 24.605072964550004 11.492436627450003 12.389956812050002 16.118666550000004 2.7550643716500001 22.726915405250001 13.592434445950001 15.312071772700003 82.753429713350016
decision_type=2 2 2 2 2 2 2 2 2 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 27 4 -1 -6 7 8 18 13 11 12 -11 17 -12 -16 28 -4 -7 20 23 -21 -23 -20 25 -25 -27 -2 -15 -30
right_child=2 -3 9 -5 5 6 -8 -9 -10 10 14 -13 -14 16 15 -17 -18 -19 19 21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.10092109106455854 0.01836281170549741 -0.10093431747121591 0.062362826982183789 0.078195154579135007 0.040605821557555904 -0.10031204388167339 -0.10051580023188877 0.081357717541759147 -0.10027443662942717 -0.024815021293664391 -0.10051439225776333 -0.050810966613737345 0.082126273992796692 -0.00032111943001782725 -0.081898776753264207 0.024977051031307221 -0.045923978426871979 0.011033438407609147 0.046188369199497148 0.068202134748729645 -0.10021630059990405 0.039651577682176073 -0.10049673877510848 0.083461314865731606 -0.085814601183725317 0.034141705845733797 -0.10032778569355104 0.079393695573506132 0.088327903137948138 -0.0074420593783907198
leaf_weight=0.037499996060433527 0.066865636381406968 0.034127858318925064 0.12794980884063711 0.026742126938188449 0.094961209622852039 0.014881579195858308 0.053166702851626724 0.02526753371785162 0.039442385876157005 0.056500457500988754 0.076370515027576857 0.060390802867914317 0.081069567117083352 7.895525604899337 0.053794941144587938 0.076161475175467785 0.091783951568687239 0.14167794060631422 0.063656669431111368 0.074084040461457334 0.02632988026834937 0.063881007997224515 0.025899159358232282 0.034942223079269752 0.044279158048652789 0.023146364203967096 0.024770258944499801 0.062123444564349484 0.071884995733853319 0.16275193265892085
leaf_count=29 24 11 23 6 14 149 113 11 147 38 96 30 19 1533 33 41 33 30 49 25 102 73 24 10 79 15 48 17 14 64
internal_value=-0.00012479 -0.0103416 0.000675677 -0.00574733 -0.00922113 -0.00357187 -0.0117377 -0.00148967 -0.00629851 -6.98788e-06 -0.0197691 0.0110495 0.0382051 0.000933897 -0.0493381 -0.0192638 -0.000196091 0.0353914 0.00306474 0.00710268 -0.0104864 0.0304087 -0.000777436 0.00189646 -0.02028 0.0147412 -0.0353716 0.0477564 0.000320145 0.0218987
internal_weight=9.73193 0.707078 9.02485 0.67295 0.646208 0.608708 0.513747 0.46058 0.435313 8.89586 0.404288 0.197961 0.13757 8.49157 0.206327 0.129956 8.22195 0.269628 0.39587 0.380989 0.217125 0.163864 0.0897802 0.190795 0.127138 0.0828588 0.0479166 0.128989 8.13016 0.234637
internal_count=2900 905 1995 894 888 859 845 732 721 1954 257 87 57 1697 170 74 1644 53 574 425 303 122 97 201 152 73 63 41 1611 78
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=16 13 19 5 7 5 6 0 6 3 9 16 13 13 13 10 17 17 16 17 9 13 19 7 5 6 15 6 8 13
split_gain=0.00815936 0.0399855 0.0350582 0.0394163 0.0440255 0.0380929 0.0363505 0.0491464 0.053925 0.064736 0.0302576 0.0275034 0.0256241 0.0729651 0.0435681 0.0496982 0.0474971 0.133823 0.0866882 0.0804443 0.050765 0.0248327 0.0611513 0.0534332 0.0854841 0.0314982 0.0692245 0.0448969 0.0412119 0.0519408
threshold=22.624947093000003 117.70876232545002 14.251149826300002 24.038949512150001 22.426784932800004 30.133297129900004 15.185354803400001 86.530713386650021 16.445384243750002 93.547589107050015 207.13025159505005 22.674946976100003 117.38883580790001 117.30011668960002 117.47217800995001 62.106071271500007 191.06791329340004 195.24502669890003 22.614947116400003 188.31851043910004 197.6620677562 115.25151159420001 14.551174033150001 23.856905110850004 22.247999666950005 16.435384010100005 34.279674133750014 16.180378051950004 8.6432548896500023 113.85351336640001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 -4 10 -6 8 -8 -10 11 -5 13 21 -14 16 18 -18 19 -16 -19 22 25 24 -23 27 -27 28 29 -1
right_child=2 -3 3 5 6 -7 7 -9 9 -11 -12 -13 14 -15 15 -17 17 20 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0035540393567825451 -0.033781678464944752 -0.080311645264101297 -0.015376946005885109 -0.0609032142451503 -0.025328083334996355 0.040077443449299609 -0.038778219207124737 0.058152793354059484 -0.025055010099463461 0.050315867732847158 -0.10120320664572716 0.0094592148882414202 -0.040581823225384374 0.07002536792526072 -0.0064494188359745163 0.046580781001367449 -0.080380119611408091 0.042959594855196771 -0.048066335536741091 0.087512222239395809 -0.026379483195090776 0.093324706596732129 -0.086181216023550458 -0.01967024191717192 -0.00039313885106273316 -0.061634265416160829 0.099085206118330882 0.037797451039989292 -0.06133962477408017 0.033930523328919909
leaf_weight=3.7067996209654659 0.20784894518359953 0.064128314955723797 0.34594681455564558 0.097379004816275372 0.12908253236673761 0.081708816498462511 0.14874702162342124 0.41259243804961443 0.15905275428667665 0.40191937140116352 0.058912621899253281 0.12933573662849085 0.39796956611917256 0.15481280001404218 0.18592930578438405 0.17610151959092935 0.28312299154013942 0.21230211982219771 0.16333763919919875 0.17867830387825734 0.21005531822629564 0.17591476533561934 0.084788588161245459 0.22435713783488609 0.21786994602985033 0.18236106392127371 0.031416095011081779 0.31316798379702948 0.11183453635385365 0.4106087374530033
leaf_count=1818 36 59 49 47 20 14 25 44 17 49 27 34 35 18 33 17 41 21 23 21 40 14 13 26 85 160 7 40 35 32
internal_value=-0.000121276 -0.00168714 0.00527398 0.00940579 0.0161982 -0.0201307 0.0249272 0.0307073 0.0147519 0.0289459 -0.0373544 -0.020763 -0.00100774 0.00232641 -0.0113634 -0.00311373 -0.0102088 -0.0271846 0.0124755 0.0395971 0.00847449 0.000406567 -0.0020035 0.019281 0.0414733 -0.000502861 -0.0380154 0.00126257 -0.00144277 0.00018411
internal_weight=9.65808 7.48556 2.17253 1.96468 1.59734 0.367336 1.25139 1.12231 0.709719 0.560972 0.285627 0.226715 7.42143 5.61393 1.8075 1.40953 1.23343 0.70548 0.527945 0.364608 0.422357 5.45912 4.84098 0.618142 0.393785 4.75619 0.213777 4.54241 4.22924 4.11741
internal_count=2900 2538 362 326 204 122 155 135 91 66 108 81 2479 2248 231 196 179 102 77 54 61 2230 2105 125 99 2092 167 1925 1885 1850
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=3 2 18 7 15 16 7 15 17 0 17 5 8 8 3 15 17 3 13 8 2 16 0 7 2 5 7 6 17 18
split_gain=0.00923027 0.0231667 0.0213174 0.0127643 0.0309501 0.0356358 0.0303101 0.0411079 0.0364314 0.0386416 0.0279875 0.0279165 0.0263905 0.033608 0.0578879 0.0248722 0.0381471 0.0276642 0.0205151 0.0157471 0.0346377 0.0205769 0.0242815 0.0539267 0.0427842 0.0587509 0.0489883 0.0372734 0.0835573 0.0573122
threshold=108.42013948475001 170.32456123625002 11.831616630050002 20.940097048150005 20.742056627150003 14.614965823850001 21.725272673150005 16.757571343250003 180.67147619190004 89.458444290650007 171.14418113535001 22.553892743650003 9.5425530862500008 8.8430989333000021 93.017962855400015 23.811316291350003 167.56787829315002 103.44111502715002 93.964300117300013 8.7431769115000026 100.60547560250002 22.764946765650006 86.135510041400025 22.580174331950005 162.53466164215004 23.953129400350004 23.282607548150004 16.395383075500003 187.45953903175004 13.086509421050001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 -5 -9 -10 15 18 13 19 -15 -6 17 -17 -1 21 -21 22 24 -24 27 -26 -27 -8 -29 -30
right_child=1 -3 -4 6 10 -7 12 8 9 -11 -12 -13 -14 14 -16 16 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.036141703301572729 0.067508891519278483 -0.10067537191718585 -0.10048146185691212 0.077115762673655067 0.061489617994995631 -0.088618522688833107 -0.044786175954666746 -0.10130679047725843 0.041482730290185926 -0.072603054710483034 0.062291861118884441 0.062661250910701502 0.049292180611684923 0.004988464051786972 -0.084069627802350513 0.072439065265695934 -0.10144115887145513 -0.034395024539546085 -0.10055125821755702 -0.01943386245158412 0.049134232907470987 0.034825391232267335 0.045489627276639862 -0.00031864694230264321 -0.091409827487358541 -0.10087806671902065 0.023312245739718036 -0.034467663619734655 0.076145890421148887 -8.7140668136049182e-05
leaf_weight=0.018659556756800977 0.025290378660032142 0.030881902171920217 0.01077086434179364 0.028104883501390954 0.05683735705520121 0.05274983714980408 0.16434742247076328 0.086266843211262767 0.059004402387017763 0.059755425451839983 0.16251882732103695 0.052864761216483203 0.10829881811514575 0.16932104972875173 0.12828293511643096 0.045947052541805533 0.038575636489554199 0.051299906718668353 0.026675719951754218 0.11945911461953063 0.19221421803740668 0.16559410002082575 0.26772594887012235 6.4084907757978442 0.14811782076787949 0.041563360664426341 0.13470067931461926 0.26994755921623437 0.19573176208359655 0.19876751811534632
leaf_count=22 69 46 22 26 31 40 28 49 11 34 56 37 23 29 55 25 27 19 26 15 34 22 88 1841 34 73 31 35 22 30
internal_value=-0.000104335 -0.037106 0.0173331 0.000157732 0.0156073 -0.0223248 -0.000716374 -0.0363007 -0.0518478 -0.0159209 0.0317284 0.013286 0.000235796 -0.00038166 -0.0334002 0.00594649 -0.0172965 0.0160817 -0.0442898 0.000801302 0.0228532 -5.83615e-05 -0.000796164 0.00151833 -0.0141957 -0.0449843 -0.00597204 -0.00214541 0.00840156 0.0377361
internal_weight=9.51877 0.0669431 0.0360612 9.45182 0.506129 0.15095 8.94569 0.233132 0.205027 0.11876 0.355179 0.0982 8.71256 8.60426 0.297604 0.19266 0.135823 0.097247 0.0453353 8.30666 0.311673 7.99499 7.82939 6.67622 1.15318 0.324382 0.176264 0.828794 0.664447 0.394499
internal_count=2900 137 91 2763 283 125 2480 120 94 45 158 85 2360 2337 84 102 71 44 48 2253 49 2204 2182 1929 253 138 104 115 87 52
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=0 6 4 18 13 6 5 10 0 10 3 5 9 6 4 10 3 10 15 17 15 14 16 3 2 15 0 5 15 10
split_gain=0.00797601 0.0282786 0.0588874 0.0471322 0.0354329 0.033426 0.0311746 0.0362555 0.0316786 0.0284668 0.0254946 0.0185825 0.0219504 0.0380636 0.0353113 0.0282093 0.0372677 0.0279483 0.0187745 0.0303096 0.0175237 0.0173576 0.0156668 0.0286545 0.0625887 0.0215411 0.0184313 0.0175782 0.0315274 0.0325485
threshold=85.716110573100011 16.525386113000007 205.67906899175003 13.434779691800001 117.66037007905001 16.415383542800004 22.665750084250003 61.917879202350001 85.253695774650012 55.855406118200008 93.770731131900007 36.806659819600007 65.407743180450012 16.555386813950005 270.02171973710006 61.767325547050007 94.92945658615001 55.788194664950005 42.914654887700003 162.59969366065002 25.575018159450003 185.55247316590001 22.724946859200003 93.58791597905001 86.011634045550025 43.376643616500012 86.036037090600004 25.763052016400003 45.169600924000008 61.960894532450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 20 -3 8 11 -7 22 12 -8 -14 15 16 -15 -18 19 -19 -4 -12 23 26 -25 -26 -2 28 29 -28
right_child=10 6 3 -5 -6 9 7 -9 -10 -11 21 -13 13 14 -16 -17 17 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.075632477721176206 0.04782863009985943 0.054148286747136676 0.0030485094721595866 -0.10068381037963309 0.095749418296994404 0.035336858987174424 -0.10164909439647259 -0.10066351084656672 0.078687378288081589 -0.10080506088249537 0.046312047651516412 0.062836211407984593 0.098359443617881945 0.10037258671037078 -0.085137192890548052 -0.082801847102983384 0.065616017326940432 0.032641382387150031 0.022500086282956303 -0.073086324323403937 0.098919537699211579 0.0058212446702124859 0.042945350669132978 0.023241278050766163 -0.10093663613785962 -0.024578409324146684 0.030222056580899038 0.041043772702689579 -0.041769562667761558 -0.0012023663912906863
leaf_weight=0.16259990027514415 0.080886365147305628 0.10561880070724783 0.047058823569756214 0.037047813097444759 0.049204123821255052 0.023470477612136165 0.025632558882534795 0.037059665424095556 0.048480011857463978 0.044438541720616342 0.19914263836108137 0.036047081453943974 0.032062265908280096 0.038571152836084366 0.060528561457253716 0.03793751829653047 0.045114482270207645 0.037868528445869742 0.064954332687193528 0.095480089617854702 0.032050789463681895 0.2260421554583445 0.082713189302012213 0.11662243027240027 0.1014816645774772 0.058094744098411866 0.34622981931715902 0.10210995471788908 0.18259148492961674 6.8651536314346089
leaf_count=60 10 24 39 29 13 6 15 66 8 46 16 16 6 4 44 9 73 12 11 86 13 31 15 12 24 32 30 24 42 2084
internal_value=-0.000106961 -0.00827357 -0.0294365 0.00276418 0.0222957 -0.00228779 0.00431786 -0.00508484 0.00169204 -0.0537522 0.000929582 -0.00617967 -0.0118577 -0.00627832 -0.0150965 -0.00184514 0.00904643 -0.00542482 -0.0215868 -0.0430616 0.0418901 0.0247858 -0.000348575 -0.000804566 -0.0324427 -0.073138 0.00034872 -0.000163611 -0.00073268 0.000306369
internal_weight=9.42229 1.06123 0.39587 0.233271 0.196223 0.147019 0.665355 0.559736 0.522677 0.067909 8.36107 0.474197 0.438149 0.412517 0.380455 0.319926 0.281989 0.243417 0.198303 0.133349 0.0791096 0.425185 7.93588 7.85317 0.276199 0.159576 7.57697 7.49608 7.39397 7.21138
internal_count=2900 580 206 146 117 104 374 350 284 52 2320 276 260 245 239 195 186 182 109 98 52 47 2273 2258 68 56 2190 2180 2156 2114
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=7 18 16 15 10 10 12 10 15 7 6 19 16 15 18 15 7 18 18 9 18 6 7 18 15 3 10 10 12 9
split_gain=0.00724865 0.0177273 0.0341537 0.036456 0.0231206 0.0212076 0.0285701 0.0193495 0.0277164 0.0137694 0.0156753 0.0321363 0.0134966 0.0162688 0.034199 0.0334644 0.0186297 0.0367264 0.0404562 0.0451006 0.0401543 0.114295 0.0755945 0.0349678 0.0481233 0.0427665 0.0955426 0.080355 0.0408723 0.0392183
threshold=26.752366550650006 17.248993197150003 17.654958715000003 20.310401204950004 90.740838818900016 80.468240302450013 229.23536747820003 81.188747081400024 15.559431200450001 26.452067539250002 13.665319288000001 11.850956171350001 11.934972090850001 18.871799531050005 15.974481919500002 17.183237161800005 24.891451065550005 15.150044688000003 14.662165311550002 197.89372115420002 14.371157440600003 14.775345223550003 24.005763052250003 14.255915995100002 34.761639995350009 86.302194445500007 69.276189105400007 69.873026810350026 107.90491928010002 201.78065190905002
decision_type=2 2 2 2 2 2 2 2 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 5 3 4 -3 -2 7 -7 -9 12 11 -11 -1 14 15 -14 17 18 20 -20 23 22 -22 25 29 27 -27 -15 -29 -25
right_child=1 2 -4 -5 -6 6 -8 8 -10 10 -12 -13 13 16 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.032224604196824692 -0.080589170919158945 0.035333623293220012 0.1001867335285634 -0.10031717716562305 -0.062701099175372768 0.10030619329726587 -0.1006044067207935 0.062713678700976869 -0.10061547533126949 0.060044014273489467 0.077860267259956178 -0.071127505851070028 0.023833992315654067 0.082230269521753427 0.064603940137701946 -0.079363511646015891 -0.012852002748756317 0.041512291742967389 -0.093572004247606588 -0.0093863348170351111 0.038655784261288913 0.064653995552705484 -0.10105070681151883 -0.047214535938164243 -0.086399217845624987 0.00090234202199277337 -0.086907705502277152 -0.043932884962510702 0.037289962830982973 0.051014229820926266
leaf_weight=0.12819450968018209 0.069233964342630183 0.10153730446154441 0.032115508220158517 0.03682655384386635 0.031526245088954852 0.023381209932267666 0.023774851976668288 0.022320642352724462 0.019437793240626888 0.044714920674281511 0.048524391266255407 0.032075178938839599 0.1045188698420948 0.18154317486914617 0.11931588055722386 0.044930861203056338 1.0388080482724289 0.22194317285857312 0.093304824620645266 0.2001323451877397 0.069032860857987433 0.31505620143798296 0.088235116870237107 0.086081170669103702 0.11010333307785913 5.601260799654014 0.12671386374040583 0.13024513158950413 0.11816070039117221 0.077005548520219236
leaf_count=244 48 90 8 53 270 3 30 19 40 27 15 24 66 25 40 58 364 78 70 50 26 47 46 32 11 1009 29 28 36 14
internal_value=-0.000105233 -0.0140158 0.00561451 -0.0122631 0.0121066 -0.03909 -0.00677626 0.0274694 -0.0133131 0.000452674 0.0333685 0.00525375 -1.3167e-05 0.000460033 0.0246814 -0.00719151 -0.000309671 0.00144655 0.000210969 -0.036155 0.00175674 0.0298988 -0.0397265 -0.000310117 -0.0353188 0.00124301 -0.00104019 0.0316607 -0.00529712 -0.000833322
internal_weight=9.34005 0.360154 0.202006 0.16989 0.133064 0.158148 0.0889145 0.0651396 0.0417584 8.9799 0.125314 0.0767901 8.85459 8.72639 0.268766 0.14945 8.45763 7.41882 7.19688 0.293437 6.90344 0.472324 0.157268 6.43111 0.27319 6.15792 5.72797 0.429949 0.248406 0.163087
internal_count=2900 561 421 413 360 140 92 62 59 2339 66 51 2273 2029 164 124 1865 1501 1423 120 1303 119 72 1184 57 1127 1038 89 64 46
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=19 0 18 12 12 8 9 9 15 8 2 9 3 10 15 0 18 15 8 7 8 17 12 18 15 9 7 17 12 16
split_gain=0.00718517 0.0224959 0.0297632 0.0131485 0.0251541 0.0160392 0.0434535 0.057485 0.0390367 0.0288837 0.0188642 0.049257 0.0555151 0.0538463 0.0785276 0.0679385 0.0534434 0.0820712 0.0518007 0.0537344 0.0335782 0.0647951 0.0336891 0.0323444 0.0263574 0.0235642 0.0409823 0.032045 0.0801925 0.0970593
threshold=14.651182102100002 86.692020874450009 13.434779691800001 72.692757749350008 78.909246879600019 8.8430989333000021 208.21354399485003 213.24207352880003 35.194695975650014 8.7431769115000026 103.98563613345001 182.75300319265003 93.905154038450021 70.026268923800004 27.288673764350005 85.716110573100011 13.303774303900001 30.124327028350006 8.1436447804000007 24.052187734100006 8.6432548896500023 195.53954078470002 128.46897642405003 15.150044688000003 23.356956033300005 216.18094582280003 26.520549809950001 196.58200213860002 179.95305839630004 19.044955464600005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 9 -7 -8 -9 10 11 12 -6 15 18 -13 -17 -18 23 -20 22 -22 24 -15 -12 27 -27 -24 29 -29
right_child=1 -3 -4 4 5 6 7 8 -10 -11 20 13 -14 14 -16 16 17 -19 19 -21 21 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.023360151671765656 0.029846906270550391 0.04844523438574877 -0.038939838526010039 -0.047260980442290532 -0.1018626899158328 -0.078482527980733907 0.079219507960300029 -0.071525519047499972 0.015877245937085709 0.03263756555965306 0.01832793466154509 -0.032845086964815667 0.057894033212871503 -0.023399498285679686 -0.077592138391779628 0.062177732312353198 0.060869987089118428 -0.0084704445639406083 0.035643106065154355 -0.072626195599958226 -0.068307512511130652 0.030705620950706315 0.003496068051436433 0.061373529248595807 -0.10193455028391799 0.060819169376237492 -0.016292282238964857 0.0019732797894132441 -0.0013888788177605085 -0.091107144288615688
leaf_weight=0.22187877250507781 0.12903409561840895 0.12332354136742651 0.12273464379359211 0.11742735279221861 0.078903617723422914 0.097084552621255038 0.067819543053474263 0.10036200040144649 0.10410759684737059 0.26656864238975675 0.026482469649920293 0.19007731345482159 0.030030212587099925 0.060977793433266814 0.14594257081807882 0.38232052454259224 0.2648779934970662 0.48004858690546826 0.074640991666456102 0.11879718307682197 0.20371823727623439 0.097833754756720737 3.3012052668400926 0.17184569080963286 0.05843803705784012 0.15845213483885334 0.12197999512916624 0.20251634176042888 1.4663340250365307 0.25071500334888697
leaf_count=34 27 13 21 23 39 27 23 36 35 44 51 29 46 17 53 40 24 37 8 45 32 24 1183 75 34 57 133 118 543 29
internal_value=-0.000102622 0.0134539 -0.00368592 -0.000676452 -0.00129376 -0.000660366 -0.0210419 -0.00056143 -0.0270236 0.000263056 -0.000831273 0.00756353 -0.0578219 0.0113331 -0.0142806 0.0224589 0.0317843 0.0161853 0.00739587 -0.0308489 -0.00368073 -0.0361843 -0.00192612 0.039171 -0.0644307 -0.00096125 0.0272779 -0.00247811 -0.0127523 -0.0495162
internal_weight=9.23648 0.375092 0.251769 8.86139 8.63951 8.52208 0.369374 0.272289 0.20447 8.15271 7.88614 1.99846 0.108934 1.88953 0.572204 1.31732 1.12725 0.744927 0.426262 0.193438 5.88768 0.301552 5.58612 0.232823 0.0849205 5.5012 0.280432 5.22077 1.91957 0.453231
internal_count=2900 61 48 2839 2805 2782 121 94 71 2661 2617 413 85 328 198 130 101 61 145 53 2204 56 2148 92 85 2063 190 1873 690 147
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=7 7 18 17 9 17 9 10 7 12 8 12 15 9 19 18 7 17 9 9 19 5 2 5 0 3 3 18 3 18
split_gain=0.00750922 0.068141 0.0390032 0.037659 0.147712 0.0747145 0.0623975 0.0822857 0.0602959 0.0500898 0.0397019 0.0343517 0.0297417 0.0304449 0.0470892 0.0430976 0.0396677 0.0506463 0.0595319 0.0428135 0.0434355 0.0295219 0.0890934 0.0782924 0.0705901 0.0648093 0.0681628 0.0626656 0.0501606 0.0864795
threshold=23.124786352450005 23.147601011700004 13.216310940950001 191.06791329340004 195.29234479735001 190.58288855405002 193.60452210450003 62.00390986255001 23.102607264700001 172.01106897260004 8.1436447804000007 105.35624869990001 43.758818131150008 195.74493321760002 14.251149826300002 13.042786209850002 22.806258769100005 188.16174763880002 185.50567866740002 186.98623176200002 14.251149826300002 21.850554661550003 158.68292856370002 21.564786815050002 86.458125017100016 92.751805500450018 92.359290613450014 13.482409244300003 92.837836160650014 13.601370067700001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 7 -5 12 -9 -11 -6 13 16 -15 -16 17 19 -19 -1 -21 23 -23 24 -4 26 27 -26 29 -24
right_child=1 2 21 4 11 -7 -8 9 -10 10 -12 -13 -14 14 15 -17 -18 18 -20 20 -22 22 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0035778480395986414 0.07690790028472537 -0.09219632932820418 -0.10131265683080078 -0.06660325503032033 -0.036199904924067612 0.065017422296704014 0.079482732919519697 0.054124924527607289 -0.10412259577655281 0.018570066450582002 -0.10152476421532564 -0.10283361374963731 -0.047277708496656544 0.082720226845519551 0.039415609309926145 -0.031952374763871909 -0.063911690645155381 -0.0069149760088072637 0.074430599639128375 -0.074111171611746657 -0.0077276067632825731 0.07799144039831879 0.097801880701470265 -0.076573681112224137 0.10036417749631293 0.067166853264296639 -0.10165581258777148 -0.00097660495563031907 -0.016110385997573962 0.0037588710236260824
leaf_weight=0.90397386167559035 0.11931876081507642 0.044996097249509037 0.06803141139607749 0.15256056586622424 0.13030554634042346 0.17709783493774001 0.10325402997281685 0.19415100379910655 0.05676629406025302 0.069248673469701316 0.045689432785934514 0.1904397317207156 0.12503380136758568 0.1105579407786762 0.19018097827392921 0.15243654901860282 0.10105785837731662 0.17959894701164092 0.18026909849140793 0.1696894760534633 0.23515862884232774 0.18816854735632649 0.12756271800026275 0.1393193049138971 0.062050835229457646 0.14445951319066797 0.066203893571582628 3.6673099575852035 0.60342585221067679 0.41884352982368966
leaf_count=545 12 18 14 31 12 20 10 28 7 40 14 36 78 32 37 13 25 35 22 15 32 12 11 18 7 10 14 1550 108 94
internal_value=-0.000108246 0.00214009 0.000526963 -0.00377156 -0.021565 0.00233218 0.009208 -0.00650987 -0.00228433 0.0231511 -0.0291692 -0.0757631 0.000177803 0.00284706 0.025974 0.00766274 -0.003075 0.000609338 0.0338336 -0.00852585 -0.0355519 0.00128757 0.0142036 -0.00287931 -0.000317709 0.00142615 -0.00107595 0.00070955 0.00376475 0.0257139
internal_weight=9.11716 5.64969 5.53037 3.46747 0.885649 2.58182 0.564904 0.46165 2.40472 0.309089 0.114938 0.320745 2.34796 2.22292 0.453175 0.342618 1.76975 1.66869 0.359868 1.30882 0.404848 5.48538 1.338 4.14737 4.00806 3.94002 3.79556 3.72936 1.14983 0.546406
internal_count=2900 1868 1856 1032 171 861 123 113 841 82 54 48 834 756 82 50 674 649 57 592 47 1838 225 1613 1595 1581 1571 1557 213 105
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=6 6 0 18 6 18 10 8 7 17 13 2 17 17 17 6 17 16 10 10 17 16 7 7 16 7 18 13 9 15
split_gain=0.00725194 0.0382945 0.0228708 0.0228074 0.0238726 0.0429222 0.0220636 0.0244316 0.0312509 0.0547249 0.0284394 0.0285904 0.0205484 0.0196573 0.0261176 0.0301376 0.023951 0.0231407 0.0337168 0.019508 0.0185283 0.0174961 0.0161879 0.0898951 0.0672525 0.075269 0.062151 0.0625563 0.0539651 0.0739406
threshold=13.665319288000001 13.775321858200002 97.835679825150024 15.556223714900002 14.185331438000002 15.150044688000003 78.220689305400015 8.543332867800002 23.974509389900003 204.75389752000004 103.58091484995002 180.42199898520002 166.83257850275001 195.53954078470002 193.40041255380001 7.305170684150001 182.28951942140003 11.599972874200001 67.649671936450019 78.494912034700022 206.99440818355001 18.804956025800003 23.974509389900003 23.9444576715 22.644947046300004 24.052187734100006 14.117867417450002 109.34496908160001 206.08249486475003 28.452330424200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 5 -3 7 8 12 -10 -11 -12 -1 14 15 16 -14 -17 -19 -8 -5 -22 23 -6 25 -24 -27 28 29 -28
right_child=1 2 -4 20 22 -7 19 -9 9 10 11 -13 13 -15 -16 17 -18 18 -20 -21 21 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10049995535279502 0.052632209252480369 -0.07135046890826767 -0.04812298984989722 0.086170581256844403 0.00022881775995577981 0.014410588235414169 0.044057165440980671 0.054731477571804465 -0.09650205729737589 0.050103637027643727 0.033050176324093426 -0.098001655863501735 0.017564652718641539 -0.070277621671767085 0.088088410499338021 -0.048879933576190783 -0.1009825969397376 -0.01781295535466967 0.080071072968903881 -0.0017353302371063356 -0.045448250662898801 0.05890775152425877 0.065015995700018134 -0.092545495341741196 0.074239777127527259 -0.053278013622561141 0.037596808482154374 0.018238922292005699 -0.10087155769950118 -0.084730858564422876
leaf_weight=0.021496257825333265 0.14157056447584171 0.1250782468705437 0.096945704335666849 0.055774464563000836 5.1683433092839124 0.10940251767169684 0.10945050973100479 0.040721620127442293 0.13239928920256716 0.054410036296758335 0.027471279713154217 0.042248294987757617 0.027188702618332172 0.035096118797383724 0.036476107083217357 0.03909304479441289 0.045670520926478275 0.06182008732525901 0.081692666463823116 0.62009753088841535 0.031723920491458557 0.032550397714658175 0.17650655148281647 0.1065974207012913 0.14687193240479235 0.218471489723015 0.1341395130875751 0.87922374785739521 0.087268309087932039 0.078228707475545889
leaf_count=35 34 41 36 11 1029 13 47 13 103 22 15 30 14 37 14 39 56 25 29 855 32 9 18 9 36 32 16 139 63 48
internal_value=-0.000100647 0.00111022 0.00013078 0.000767226 4.944e-05 -0.0313366 -0.00678186 -0.0202441 -0.0252901 -0.0517803 -0.00407906 -0.0463639 -0.00579266 0.000432484 0.008933 -0.00236906 -0.0567446 0.0193266 0.0379062 0.00513469 0.043997 0.00740069 0.00110144 -0.00164599 0.00952386 0.00348451 -0.00428795 0.0047911 -0.0346689 -0.00746424
internal_weight=8.96403 7.5887 7.44713 7.35018 7.23013 0.234481 1.37533 0.645784 0.605062 0.256529 0.12413 0.0697196 0.348534 0.327037 0.291941 0.255465 0.0728592 0.182606 0.143513 0.729548 0.120049 0.0642743 6.99565 5.27494 1.72071 1.57384 1.39733 1.17886 0.299637 0.212368
internal_count=2900 1566 1532 1496 1444 54 1334 432 419 170 67 45 249 214 177 163 70 93 54 902 52 41 1390 1038 352 316 298 266 127 64
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=17 9 9 13 3 18 0 5 6 15 15 15 0 13 7 13 10 10 3 3 16 5 16 10 2 5 5 9 7 2
split_gain=0.00988108 0.0197417 0.00831439 0.0212918 0.0215808 0.0149234 0.0139927 0.0130769 0.013893 0.00795503 0.110227 0.0597247 0.0322143 0.141677 0.0608745 0.0683676 0.0431968 0.0607143 0.0315682 0.0303902 0.0631923 0.0625719 0.0337211 0.0672047 0.0486231 0.0471706 0.0928294 0.0807108 0.0409022 0.0326442
threshold=159.06578391905001 58.059373288650008 38.136666659400014 96.209162656250015 66.676450093250011 16.511813275700003 110.74296730945001 2.5966915737500007 5.3251244207000008 31.385732506450001 32.188927121800006 31.000143748900005 93.262612545250008 109.57886493895002 23.460228855750007 112.82921081865001 69.276189105400007 68.214248143850014 88.173361304300016 86.493074972800017 19.974953289850003 19.861308675400004 20.784951395750003 62.837331883000012 132.99388411665004 20.206488238950005 21.042547594650003 197.19111486365003 23.789355599150003 136.00952513250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 7 -7 -6 -9 11 -11 12 14 -14 16 -16 17 18 -4 21 -21 29 -22 25 -25 -24 27 -27 -26 -12
right_child=2 -3 9 -5 5 6 -8 8 -10 10 19 -13 13 -15 15 -17 -18 -19 -20 20 22 -23 23 24 28 26 -28 -29 -30 -31
leaf_value=0.064964421253326507 -0.10017516390322037 -0.10094156144393912 -0.073536192738796288 -0.10044377292069731 0.092758272439750142 -0.10038002045335792 0.033536450266422373 -0.027132361166486419 0.073255802451639082 -0.082689086777346377 -0.065867526921430553 0.068382320858852139 -0.00018513875707607745 0.087234373717511957 -0.10216975873475165 0.01007415993009343 -0.071826146336289018 0.096116865231906462 0.006898552641198318 0.063640284858234364 -0.02955172827150972 -0.092106553672526625 0.053418008686602438 0.061325700270649819 -0.033814459728212849 -0.011114462846332419 0.0019389251694530115 -0.092122755222781683 0.034345666511067401 0.021588597365863348
leaf_weight=0.010074061375775822 0.020649994821609563 0.024900383454518504 0.054925084614295794 0.028645374591519612 0.025302681548055261 0.019620047158241505 0.012954118959896732 0.04020844885326369 0.020978464104700834 0.16333013401242613 0.056152445220504776 0.13998568580791459 1.9565551923142268 0.20479251747019578 0.14086474811426797 0.088269968109671026 0.07187904446095672 0.072203599093882076 0.43707816187147586 0.16444669238262566 0.3443748553363547 0.10565892650815556 0.14640555094956686 0.30758309387601901 0.1453303734306246 0.30241314950399134 3.1497160620263003 0.20729886110166262 0.22334217760362662 0.17789082540230083
leaf_count=36 177 84 22 71 6 51 12 55 9 43 21 21 973 19 40 15 52 13 325 18 37 79 21 29 13 38 507 25 39 49
internal_value=-0.000105983 -0.0531539 0.00010416 -0.0219056 -0.00580304 0.0105645 -0.047124 0.0322915 0.00728659 0.000532028 -0.00176889 0.0045241 0.00157051 0.00809806 -0.0147355 -0.0589298 0.00118445 0.0104859 -0.00208083 0.000710508 0.00268038 -0.0282309 0.000603361 0.00292028 0.0319691 -0.00224139 -0.00446819 -0.0440604 0.00747701 0.000605831
internal_weight=8.86383 0.0349744 8.82886 0.168359 0.139714 0.119064 0.0325742 0.0864896 0.0611869 8.6605 5.49394 3.16655 3.02657 2.16135 0.865221 0.229135 0.636086 0.564207 0.492003 5.33061 4.99091 0.339702 4.82646 4.48209 0.676256 3.80583 3.65943 0.509712 0.368673 0.234043
internal_count=2900 120 2780 381 310 133 63 70 64 2399 919 1480 1459 992 467 55 412 360 347 876 727 149 709 672 81 591 570 63 52 70
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=0 3 6 4 18 13 6 5 10 15 10 6 18 0 15 4 6 3 8 2 5 4 9 6 5 0 19 18 6 16
split_gain=0.00754987 0.0237667 0.0231433 0.0502634 0.0421029 0.0318406 0.0277262 0.0266979 0.0250611 0.0204119 0.0220706 0.0315288 0.0258496 0.0169562 0.0166549 0.0156664 0.0399035 0.0258648 0.031669 0.0273787 0.0256116 0.0233748 0.015201 0.0146757 0.0701679 0.0542357 0.0515767 0.0657924 0.0557405 0.0441098
threshold=85.716110573100011 93.770731131900007 16.525386113000007 205.67906899175003 13.434779691800001 117.66037007905001 16.415383542800004 22.665750084250003 55.855406118200008 20.742056627150003 61.86411003975001 16.555386813950005 12.752103815600002 85.656964494200011 25.575018159450003 122.51844363470001 22.585527707250005 94.383699585650007 8.543332867800002 122.26439358135001 29.750488688650005 261.08002863725005 194.04304600165003 16.455384477450004 22.852794041600003 86.001087134900004 14.351157895250003 13.258783262950002 16.575387281250006 22.634947069650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 3 13 5 6 14 -4 -8 -9 11 -11 -12 -1 -5 -13 17 -17 19 -19 -20 -21 -3 25 26 -2 -25 -28 -29 -27
right_child=1 22 7 4 -6 -7 8 9 -10 10 12 15 -14 -15 -16 16 -18 18 20 21 -22 -23 -24 24 -26 29 27 28 -30 -31
leaf_value=-0.10151021287664388 -0.10081358271941532 0.0054438468138262985 0.050811699128827027 0.0017639440605521032 -0.10059822427299842 0.095126729738396087 0.030856126137249487 -0.10158607719281361 -0.10071842556057009 0.087422456727254294 0.049419281166008112 -0.063593359846302197 -0.10097596450740227 -0.033983928922605669 0.098623889844832668 0.078340389197374558 0.094505402126321136 0.075068159550146674 -0.10128293440900689 -0.079740424722869463 -0.0044129748145926946 0.012479259837274718 0.044398378257851576 -0.052840031895603629 0.024287506660324948 0.00020945026210227055 0.034485550494846133 -0.05979497187735347 0.012951977816424896 0.032000951472780197
leaf_weight=0.086166914746051648 0.050946178012168164 0.20310744255766611 0.099750250916599725 0.046621176022227928 0.033278837143484452 0.044616618105465022 0.023075092347426107 0.021271480195785841 0.038847183291807141 0.042932370573907974 0.015728930380419115 0.038271892466582358 0.041799039983004604 0.065418532933108509 0.028668722109017608 0.031033715538796969 0.042681671096943319 0.045794619604293985 0.063379914704455587 0.038930200761456035 0.047936507500708103 0.093491879924897603 0.19766281457486912 0.37666087469506215 0.44230827215847046 5.3214225048529542 0.24701699055731297 0.25810107839242846 0.17794353549834341 0.47541890520369623
leaf_count=44 22 26 24 39 29 13 6 57 46 9 21 6 39 16 13 6 6 42 35 77 11 41 21 54 69 1971 25 39 22 71
internal_value=-0.000107885 0.00094236 -0.00833265 -0.0282648 0.00281478 0.0217417 -0.00212052 0.00339924 -0.0516877 -0.00563924 -0.00157348 0.00597032 -0.0598559 -0.0723684 0.0386461 -0.0027389 0.00367273 -0.00842113 -0.0177207 0.00841737 -0.0595675 -0.014632 0.0246565 -0.000350723 -0.00916767 0.00191395 -0.0231312 -0.00674889 -0.030108 0.00281678
internal_weight=8.74028 7.75059 0.989696 0.366693 0.215108 0.181829 0.137212 0.623002 0.0619223 0.523252 0.501981 0.444453 0.057528 0.151585 0.0752899 0.40152 0.363249 0.320567 0.289533 0.178217 0.111316 0.132422 0.40077 7.34982 1.50203 5.84779 1.05972 0.683062 0.436045 5.79684
internal_count=2900 2320 580 206 146 117 104 374 52 350 293 233 60 60 52 224 218 212 206 160 46 118 47 2273 209 2064 140 86 61 2042
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=19 5 17 18 18 15 5 5 9 6 0 13 5 19 13 19 6 18 7 6 9 5 13 10 3 5 15 15 8 9
split_gain=0.00753907 0.0216448 0.0126976 0.0203805 0.00955619 0.0245204 0.0154849 0.0409088 0.0321898 0.0327066 0.0426741 0.0237638 0.020329 0.0435281 0.082771 0.050961 0.0272062 0.0500344 0.056313 0.0544803 0.0615607 0.0497774 0.0333446 0.0479568 0.0822929 0.0299455 0.0541462 0.053651 0.0561519 0.0526985
threshold=14.651182102100002 22.334016245700003 157.96759137085004 11.257534840550003 11.780121045600003 28.321365561200004 25.556820288350004 23.953129400350004 202.80137809380003 16.435384010100005 86.001087134900004 117.72489307420001 22.963361893800002 14.451165964200003 117.56358558635002 14.251149826300002 16.455384477450004 13.117211680300001 22.509653697550004 16.565387047600002 197.58039077460003 22.852794041600003 117.68187774410002 62.057679025150001 93.206154924500012 21.850554661550003 38.198215516250009 38.842471172100005 8.3434888241000014 202.48520976110004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 12 9 -9 11 -11 16 14 15 -14 21 18 -18 20 -19 22 23 24 -6 26 -25 -28 -29 -27
right_child=1 -3 3 4 6 -7 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 -24 25 -26 29 27 28 -30 -31
leaf_value=-0.072166329015266581 0.043554006430186254 -0.0071349705993073876 0.074450289226798694 -0.10124100553469927 0.08929037298450912 0.015275111533931962 0.021016235349404382 -0.067228152803858951 -0.089176134491350312 -0.10051055289907758 0.083159851847817601 0.0051826120443798961 0.026902387939660516 0.052366166468273301 0.037337541309586879 -0.086089274290906598 -0.015588636742248488 -0.026389341918534277 0.051433198491432755 0.0036326984005822394 -0.10177576912642257 -0.079055099264570258 -0.056751345553518323 0.0020519751463817775 -0.0024573900511247683 0.0010271048181763954 -0.085392590593309461 -0.061879162696423906 0.035306926956710977 0.07743794611665869
leaf_weight=0.024795860502900946 0.14635002205795977 0.19850459421650157 0.036122827106566002 0.032673907889928411 0.17185892709858119 0.040386721214758836 0.32117577238228978 0.084288696852809042 0.084919163918129925 0.031195656041496989 0.052667111478513107 0.066876650205813348 0.0575368838485949 0.22671767446354352 0.23759677862835815 0.1303343789477367 0.33828460479708133 0.33937502919980034 0.19917834209627472 0.29735782654893228 0.15910559426447435 0.075504139925214875 0.092746308859204762 4.1946250195926922 0.22674900213698379 0.2626496044565555 0.14414187047350413 0.10769869363355156 0.13270452724964343 0.13751499583375448
leaf_count=96 22 39 49 44 17 13 231 40 37 51 7 13 48 32 34 16 44 41 25 37 32 12 10 1731 34 55 15 22 22 31
internal_value=-0.000111481 0.0143765 -0.000712947 -0.000499019 -0.000827351 -0.0368328 -0.000505481 -0.00138584 -0.0364074 -0.0173412 0.0105539 -0.0284372 0.000101882 0.0169754 -0.00188318 -0.0514848 -0.00149775 -0.0143237 0.00924898 -0.0302433 -0.0504513 0.0015856 0.00269856 0.00372382 0.0370995 0.00105202 -0.00124046 -0.0371545 -0.00823165 0.0272854
internal_weight=8.65164 0.344855 8.30678 8.28199 8.24586 0.0730606 8.1728 7.85163 0.319947 0.235028 0.150739 0.0980723 7.53168 0.652186 0.425468 0.187871 6.87949 1.3333 0.537463 0.795838 0.498481 5.54619 5.47069 5.37794 0.398608 4.97933 4.57917 0.384545 0.240403 0.400165
internal_count=2900 61 2839 2743 2694 57 2637 2406 148 111 71 64 2258 130 98 64 2128 179 69 110 73 1949 1937 1927 51 1876 1790 59 44 86
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=0 3 0 4 6 2 8 10 12 12 4 10 7 15 9 12 15 16 15 9 0 0 15 13 5 2 15 16 8 16
split_gain=0.00744008 0.0193989 0.0192176 0.0158589 0.0470283 0.0434706 0.0433006 0.0268634 0.0249931 0.0174866 0.0268326 0.0259874 0.0173193 0.015516 0.0157391 0.0141966 0.0139723 0.0234325 0.0136013 0.0194916 0.0182 0.0131224 0.0757537 0.0668591 0.0629142 0.0791664 0.0458895 0.0341664 0.0577912 0.0435566
threshold=85.716110573100011 93.770731131900007 85.694602908050015 195.32149859550003 16.575387281250006 125.31286365695001 8.543332867800002 61.960894532450006 152.88762959770003 212.36614019295004 277.00048312305006 61.917879202350001 20.627182001100003 44.617051254100005 66.290220196950017 259.32276228630002 32.706399462450001 21.084950694200003 43.132842597400007 70.238863950400017 84.95796538030001 86.345209775600011 34.761639995350009 117.63886241405002 22.963361893800002 173.31297745125002 45.169600924000008 22.614947116400003 8.3434888241000014 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 3 4 7 -5 16 -1 -7 18 -11 13 -8 14 -12 -16 17 -6 19 -10 -21 22 -2 24 -24 -26 -27 29 -29 -23
right_child=1 -3 -4 5 6 8 12 -9 9 10 11 -13 -14 -15 15 -17 -18 -19 -20 20 -22 27 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.10168096618103301 0.051642627733401773 0.022637965661134261 -0.078443694895340255 0.078714749131971032 -0.10013957359000386 -0.078417488398814947 0.0059834687670795722 -0.017753534027366073 0.051718914061158527 -0.10125648564658987 0.024672159440434174 -0.10037614532231948 -0.069193835939648479 0.065868701292027196 0.004465877533753191 -0.10056898727047331 0.10034143002924703 0.10022507537180675 0.058904479046287012 -0.074316590502232077 0.018601069688132157 0.0018759295525603366 -0.067058140964461443 0.023629549555145176 0.0791230187708995 -0.10200241973963337 0.011413260737922256 0.060023863288276962 0.0019985866819545637 -0.02584210342225568
leaf_weight=0.084037238198106823 0.1603205590363358 0.39004093923540484 0.037761414801934734 0.070001361321828881 0.010922137887465766 0.043020884969394046 0.072590029504681297 0.069825752701653698 0.053275883925380185 0.033010095656663907 0.069019408558233408 0.023991163847938424 0.053033578704457796 0.039228756606462412 0.025571765990719086 0.025902999263671234 0.050470877671614289 0.012536162510514259 0.068355988403027368 0.040132406959060063 0.0444042804883793 4.84093930961361 0.36139519018706778 0.21800569523475133 0.081340759809791052 0.070347822736948729 0.072382168939611802 0.25527354908990663 0.52392626105574891 0.64213082600144833
leaf_count=20 22 47 12 20 72 62 21 33 27 12 17 60 33 10 29 33 8 2 34 64 11 1940 58 33 11 9 33 35 64 68
internal_value=-0.000114544 0.000915069 -0.00857285 -0.0056061 -0.0220502 0.00523814 0.00998113 -0.0635932 -0.00580138 0.00158586 -0.0182474 -0.00333221 -0.0257536 0.0112443 -0.00653957 -0.0483895 0.0707031 0.00693569 0.0224346 0.00434528 -0.0255101 -0.000257468 -0.01112 -0.0236433 -0.0412459 0.00038557 -0.0444863 0.00141432 0.0210082 -0.00137017
internal_weight=8.5432 7.6161 0.927092 0.889331 0.353416 0.535915 0.199553 0.153863 0.465914 0.422893 0.216724 0.183714 0.125624 0.159723 0.120494 0.0514748 0.0739292 0.0234583 0.206169 0.137813 0.0845367 7.22606 0.963792 0.803472 0.585466 0.224071 0.14273 6.26227 0.7792 5.48307
internal_count=2900 2320 580 568 189 379 136 53 359 297 161 149 54 89 79 62 82 74 136 102 75 2273 166 144 111 53 42 2107 99 2008
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=17 9 9 13 3 16 18 6 6 9 19 12 5 15 4 6 15 9 3 0 0 18 0 6 6 6 3 13 18 7
split_gain=0.0111682 0.00972212 0.00751034 0.0193976 0.0193999 0.0132969 0.0321085 0.0113495 0.023759 0.00907382 0.0434267 0.0451816 0.0671071 0.0606094 0.0457272 0.0429972 0.0230555 0.022753 0.0434776 0.136695 0.0928199 0.0591041 0.0924309 0.0343483 0.0238856 0.061463 0.0474795 0.111128 0.0532167 0.0854745
threshold=157.96759137085004 47.743921201850007 38.136666659400014 96.209162656250015 66.676450093250011 8.2099808015000022 16.118666550000004 2.9700693952000004 5.3251244207000008 187.70546222865002 14.451165964200003 152.88762959770003 20.102686929350003 40.301031380450006 241.84804450315002 15.265356672600001 38.469938489650012 193.06224578400005 89.896662965950014 87.181320254150009 92.851278451300018 13.3584252364 86.135510041400025 16.485385178400005 14.815346158200002 14.785345457250001 89.805255389500005 114.65467388920001 13.954623666350001 23.903127120600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 7 -7 -9 10 11 12 15 -14 -13 -4 -12 18 20 21 -11 22 23 -20 25 -19 28 -28 -26 -30
right_child=2 -3 9 -5 5 6 -8 8 -10 17 16 14 13 -15 -16 -17 -18 24 19 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.058819668537552453 -0.10015913772399071 -0.1008052373188832 -0.0033643151905462043 -0.10040294156104856 0.098174441380281918 0.083245756820909164 -0.080859438635414047 -0.10012565419113573 0.069431680070710891 -0.090761332151794327 0.068926296729210079 0.075727068757709501 -0.070331401070255387 0.02952014242325951 0.0057362736075232653 0.10035989843626035 0.0091640074868610741 -0.0046460846815499024 -0.090444554212525979 0.087197979567973316 0.005250798354278211 -0.06994236461109829 0.063012682418013541 -0.011560319087869489 0.054842733399506294 -0.10244371707168896 -0.091263124782258953 0.0030494105418273974 -0.050246475034591523 0.026341103475915114
leaf_weight=0.0047783641968529569 0.018768528067794388 0.018936787899182406 0.15628026655553895 0.026030792217227372 0.014744314627023414 0.030009001027792692 0.034853078828632533 0.014154176688862208 0.019859017083945218 0.1918350077467037 0.15573245100677002 0.10901633515618414 0.27475642798629707 0.078060661791823804 0.64936367483754509 0.053696711547672749 0.11025693322721963 1.5679298068637164 0.080868354345454918 0.14555044905864634 0.21192711996332037 0.17407391345477663 0.14684067995403893 0.17389038620962793 0.35611069726292066 0.067008822574280091 0.13118249674994364 2.6232408920252368 0.18994073434600978 0.62591322190928622
leaf_count=30 178 66 89 71 4 7 71 42 9 18 19 43 173 12 482 7 29 721 22 15 71 25 18 38 31 12 33 413 25 126
internal_value=-0.000114217 -0.0686424 7.85226e-05 -0.0214894 -0.005973 0.00958536 -0.00362507 0.0384206 -0.00112754 0.0004915 0.00728876 -0.00013322 -0.0216001 -0.0482393 0.0157974 0.0231607 0.0441539 -0.001122 -0.014092 0.000617088 -0.0403664 -0.0212736 -0.000178052 -0.0366006 0.00150168 -0.00865437 0.00573063 -0.00144233 0.022589 0.00851058
internal_weight=8.45561 0.0237152 8.43189 0.158419 0.132388 0.11362 0.0988753 0.0640222 0.0340132 8.27348 1.58716 1.32117 0.562794 0.352817 0.75838 0.209977 0.265989 6.68631 1.12499 0.721224 0.403762 0.575673 0.401599 0.254759 5.56133 1.63494 3.92639 2.75442 1.17196 0.815854
internal_count=2900 96 2804 382 311 133 129 58 51 2422 854 806 281 185 525 96 48 1568 207 118 89 103 78 60 1361 733 628 446 182 151
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=12 15 16 19 19 3 2 14 8 8 4 6 19 6 7 14 2 12 7 2 18 5 8 19 12 19 3 9 15 9
split_gain=0.00695938 0.0219597 0.0361452 0.066808 0.0267887 0.0205737 0.016673 0.017983 0.0169049 0.0351616 0.0323814 0.0318625 0.0495283 0.0235316 0.0224174 0.0221401 0.0218196 0.0382964 0.0453042 0.0434104 0.0362395 0.0328401 0.0325694 0.03919 0.0309012 0.033183 0.0285149 0.0324241 0.0260459 0.0182808
threshold=92.695913642950003 28.129673635100001 18.594956516900002 12.651020723000002 14.251149826300002 82.62976063935001 71.847610775600018 159.83069436635003 8.8430989333000021 8.7431769115000026 169.78633280640003 18.080422446150003 14.451165964200003 16.375382608200002 21.725272673150005 173.24670297025003 86.011634045550025 114.86856072930001 22.580174331950005 103.98563613345001 14.356876324550003 13.999568943650003 8.6432548896500023 14.351157895250003 129.90914191640005 14.651182102100002 85.622014538550019 202.48520976110004 23.356956033300005 216.18094582280003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -8 9 10 13 12 -10 -9 -13 -12 20 18 -18 26 -17 -22 24 -24 28 29 27 -19 -21 -26
right_child=6 4 -4 -5 -6 -7 7 8 11 -11 15 14 -14 -15 -16 16 17 19 -20 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.01429087000823373 0.030279685577252441 -0.063771177010438745 0.040067112424530343 -0.10120299886735447 -0.0076212833147369366 0.074399412896560241 -0.049810361704393444 0.0035735394464420389 0.00021790321873697157 0.039668210218455902 -0.041358432019931918 -0.038341257298927622 -0.10144457397814025 0.066060995254298954 0.047701837521623408 0.078325145887739103 0.030499292540428977 0.031572399452677327 -0.079295690581050196 0.026989973737591495 0.060855105039576654 -0.051074647385956566 -0.072445738198527343 -0.00093905874745814442 -0.0022977596493994347 0.044203660236317721 0.042441435451841925 -0.084277408405704343 -0.079685049631937246 0.024701030615055672
leaf_weight=0.057710773960934492 0.18696118990192179 0.12556518720521126 0.17999754000629764 0.067986931112500315 0.26279934840567876 0.047834571691019789 0.071657863815744238 0.11542214212624902 0.10160959105394329 0.23403554646210967 0.13371377119540273 0.047703338446922317 0.090696422413202527 0.12611136433974934 0.082902537059453607 0.092184923472814151 0.053428030892518907 0.056241101639216029 0.12670917246559554 0.031186322442692815 0.043398507070691039 0.066194389550219057 0.14245061592737318 0.16591352336922682 4.6961786919450716 0.16900061010528578 0.36361835047136992 0.042351219929159356 0.086021166339378397 0.26493640444813582
leaf_count=30 30 23 27 40 45 15 10 22 36 42 25 28 24 26 34 13 34 27 40 52 21 26 32 30 1853 22 38 27 38 190
internal_value=-0.000116636 -0.00936074 0.00867148 -0.0238939 -0.0257755 0.0259048 0.000786866 4.20985e-05 0.000529321 0.00155996 0.000243561 -0.0218416 -0.0477287 0.0362 0.0162749 -0.00108569 -0.000244254 -0.00129779 -0.0467309 6.21866e-05 0.0321173 -0.00675075 -0.00238758 -0.033972 -0.000531495 0.000628438 0.029508 -0.0181919 -0.0513012 -0.000855954
internal_weight=8.33252 0.741894 0.35353 0.173532 0.388365 0.105545 7.59063 7.40367 7.33201 7.0091 6.77506 0.322912 0.192306 0.241534 0.130606 6.53353 6.39981 6.19804 0.180137 6.0179 0.201778 0.109593 5.55569 0.308364 5.24732 5.13012 0.462211 0.0985923 0.117207 4.96112
internal_count=2900 180 112 85 68 45 2720 2690 2680 2558 2516 122 60 48 62 2468 2443 2383 74 2309 60 47 2217 62 2155 2065 92 54 90 2043
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=0 0 3 12 6 9 4 8 0 3 3 18 12 6 18 18 2 17 3 9 2 18 18 18 18 3 7 9 18 18
split_gain=0.00660426 0.0172984 0.0162217 0.0156812 0.0359645 0.0176475 0.0339296 0.0309171 0.0264923 0.0257385 0.0384737 0.0250243 0.0234816 0.0285238 0.0308176 0.0182552 0.0181684 0.0140234 0.0129556 0.0465075 0.0207142 0.0160406 0.0709329 0.0324304 0.0275013 0.063614 0.0308585 0.0881382 0.038721 0.100942
threshold=85.716110573100011 85.694602908050015 93.770731131900007 58.770113158150004 22.585527707250005 186.14781787895004 186.12253940095005 8.3434888241000014 85.656964494200011 94.093346107550005 94.92945658615001 12.810573245550001 312.84386831240005 16.665389384150004 11.780121045600003 13.258783262950002 121.41360778140002 187.45953903175004 93.58791597905001 191.62448690950001 147.87428232835001 13.064341268650002 12.903279561150002 13.1493823129 13.278511569200001 93.249170254600017 23.195026784100005 195.39349636155001 13.482409244300003 13.5308213324
decision_type=2 2 2 2 2 2 2 2 2 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 -1 5 7 -7 8 11 -8 -11 12 13 14 -5 -13 -15 -4 21 -20 -21 22 -2 -23 25 -25 27 -26 -28 -30
right_child=2 -3 17 4 -6 6 9 -9 -10 10 -12 15 -14 16 -16 -17 -18 -19 19 20 -22 23 -24 24 26 -27 28 -29 29 -31
leaf_value=-0.067170811346761644 -0.019684735613096378 -0.077673042105867507 -0.00027736412647666594 -0.026918990010263846 0.09352024317414831 -0.061518431774755182 -0.062796921715974993 0.099054862048952141 0.065331629337751149 0.050531971506205801 -0.050843369781822426 -0.086444334225043273 -0.10055265760307103 0.024258049234422697 0.066827001587930243 0.020686770061285276 -0.10061178953168233 0.038547134174982928 -0.071055059899969061 0.056808607226519536 -0.021199450612050877 -0.041394476206189634 0.078448140949966716 0.057817565443228705 0.0010726214270940233 -0.018067923326664445 0.036080912748182419 -0.062857907279094918 -0.10298908855125571 0.0022192605813807736
leaf_weight=0.0392785184085368 0.16847367431068949 0.034571021722513251 0.16903791880031338 0.052544064836183679 0.037225841078907251 0.14059895495120145 0.049148003048443911 0.033733367108652601 0.051533848425606266 0.12075410094738714 0.054258290994312119 0.061957709927185078 0.019226290653378442 0.019144203579784858 0.10542380391251527 0.021399439092320449 0.029773457498038169 0.2069143875996815 0.11021176540680233 0.065546417608857155 0.070817298155816388 0.18790212285239238 0.13087877690850291 0.25249304843600828 0.79754382779685762 0.19638963738179882 0.31887325434945513 0.29556826680868653 0.093164659570902475 4.3147390536896637
leaf_count=6 28 12 20 28 6 58 45 9 8 44 38 72 23 53 42 28 108 27 29 10 31 22 27 29 288 25 27 31 8 1718
internal_value=-0.000117312 -0.00835474 0.000854595 -0.00548823 -0.00244726 -0.007151 -0.0230083 0.00750209 -0.00105292 0.00114617 0.019103 -0.0121075 0.00515811 0.014982 0.0356447 -0.0589416 -0.0517433 0.0210906 -0.000231828 -0.0227467 0.016297 0.000589902 0.0232196 -0.000459284 0.000767721 0.0246171 -0.00107176 -0.0162137 0.00242995 -4.40415e-06
internal_weight=8.24913 0.870571 7.37855 0.836 0.796721 0.759496 0.364759 0.394736 0.361003 0.22416 0.175012 0.309469 0.226112 0.206886 0.157968 0.0833571 0.0489177 0.375952 7.0026 0.246575 0.136364 6.75603 0.299352 6.45667 6.26877 0.448883 5.81989 1.09311 4.72678 4.4079
internal_count=2900 580 2320 568 562 556 185 371 362 127 82 354 254 231 70 100 161 47 2273 70 41 2203 55 2148 2126 54 2072 319 1753 1726
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=6 6 0 5 5 10 3 19 17 5 10 8 5 10 7 9 17 2 14 2 4 2 19 16 16 16 19 15 10 3
split_gain=0.00697947 0.033819 0.0196943 0.0196544 0.041038 0.0196491 0.0208856 0.0327319 0.0223543 0.0187941 0.0491207 0.0421554 0.0319614 0.0186609 0.0333101 0.0275854 0.0206339 0.0161708 0.0197467 0.0325625 0.0188343 0.0237871 0.0184673 0.0362246 0.0175736 0.023438 0.0195969 0.015911 0.0443328 0.0512348
threshold=13.665319288000001 13.775321858200002 97.835679825150024 16.579584939650001 16.892865140250006 78.220689305400015 81.968399939250006 13.351077205700003 207.79550897605 17.671168838450004 70.026268923800004 8.2435668022500028 17.886193876600004 68.579878449600017 20.778835947700006 216.18094582280003 169.94681044690003 68.519383356500015 207.15321654105003 146.11720701395004 256.08338064055005 153.92068653480001 12.851036860900001 17.574958902100004 14.479966139550003 14.274966618900002 12.250988447150002 28.777417478550003 71.787208999250012 87.759338752250017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 8 -1 10 -6 -12 -11 14 -8 -16 -15 -7 -19 -20 -21 -22 24 -24 25 -23 -26 28 29 -14
right_child=1 2 -4 4 9 17 13 -9 -10 12 11 -13 27 16 15 -17 -18 18 19 20 21 22 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.087068483582581777 0.050807281164927734 0.032499928239952375 -0.045261309002561166 -0.069744844697390229 0.06530804966541659 -0.1003850636348014 0.022449672349498621 0.016008254185978201 0.023758393491511064 -0.057218271535215776 0.03432884351785203 -0.050356570163139359 0.073141692756254748 -0.04377889760899057 -0.09948270334160135 0.011342800043517464 0.031078778482638576 0.052218947699915932 -0.081867710437608404 0.087941610777358681 -0.10175616859095604 0.0094135809707032482 -0.091825841629848248 0.072033749318998391 0.085338841029678814 -0.10052986548064252 0.0014010457899568838 -0.001111941571599447 -0.10157883664403045 -0.00072346408509819016
leaf_weight=0.12654954675144814 0.134527865651762 0.19014662354311429 0.094085820153850253 0.083561368475784437 0.15702931099804107 0.01442333485852032 0.071647603123892623 0.060856670530483825 0.02125708570883944 0.098068698208407912 0.12070048433088232 0.11458225944079459 0.15232320049472026 0.047804094430148325 0.073885981975024606 0.032268151342577767 0.16028356520456555 0.083465429570168226 0.044637993088656458 0.027258104151997031 0.020937401111581266 0.32082019655430827 0.045355531493441958 0.019203858854780265 0.063021704611855967 0.020637497135226113 0.049788909199378395 5.437340920498869 0.028468976998283324 0.24484922185811797
leaf_count=137 34 30 36 24 15 23 26 26 21 25 25 22 25 41 58 9 114 60 139 17 19 505 49 16 18 17 39 997 11 322
internal_value=-0.000112733 0.00116283 0.000169169 0.000814154 -0.000121843 -0.00681839 -0.0202279 -0.0457159 -0.0711297 0.00079386 0.0219948 -0.0069128 -0.000601427 -0.00644561 -0.0302354 -0.0657946 0.0138817 0.00441779 0.00659237 0.000366307 0.00684005 0.00274442 0.00696157 -0.0430841 0.0140739 0.00276867 0.0482929 0.00034559 0.0189648 0.0276052
internal_weight=8.15979 6.85568 6.72116 6.62707 6.43692 1.3041 0.594553 0.208663 0.147807 6.35336 0.392312 0.235283 5.96105 0.385889 0.177802 0.106154 0.208088 0.70955 0.695127 0.611661 0.567023 0.539765 0.518828 0.0645594 0.454268 0.341458 0.112811 5.86298 0.425641 0.397172
internal_count=2900 1566 1532 1496 1466 1334 432 184 158 1442 62 47 1380 248 93 67 155 902 879 819 680 663 644 65 579 522 57 1355 358 347
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=13 16 10 13 0 5 6 10 18 10 5 9 9 19 0 17 18 18 9 6 16 18 2 15 3 9 17 17 0 2
split_gain=0.00695403 0.106057 0.0880094 0.107101 0.0410823 0.039101 0.0376316 0.0323445 0.073301 0.0558493 0.0418683 0.0864574 0.0920947 0.101066 0.0316675 0.0506676 0.0633865 0.0762985 0.0523754 0.0428594 0.0374869 0.0659213 0.0506878 0.0499015 0.0426819 0.0319099 0.0401553 0.0510158 0.0403032 0.0289685
threshold=112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 89.738043936200015 19.500380888400006 15.365359009150003 64.434276012450013 13.278511569200001 62.837331883000012 21.197160116700001 197.19111486365003 192.33792147965002 14.451165964200003 86.780739992750014 200.96259924040001 13.601370067700001 13.512826932300003 200.94207221650004 16.375382608200002 22.584947186600004 13.24392582145 199.66651340635002 41.211223942950006 93.82450029455002 186.67271206880002 193.11174173740002 190.94194574995001 86.345209775600011 212.09517851770002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -7 9 -9 10 11 12 13 -8 15 16 17 19 -18 -12 21 23 25 24 -21 -22 27 28 -27 -24
right_child=2 -3 -4 4 -6 6 7 8 -10 -11 14 -13 -14 -15 -16 -17 18 -19 -20 20 22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00078224683847190324 -0.087258221902333774 -0.076562170068074129 0.062402680314031234 0.067572254901760664 0.038423914469021686 -0.061623046998707978 -0.091554335934390149 0.020099775363420946 -0.082587379658574739 0.04748563040562153 -0.057466868210508663 -0.07284216899568921 0.060759241181170522 0.028213170881052088 0.02683692976428885 -0.083172847438567288 0.08675800141779047 -0.076020259442087568 0.0032578947686330768 0.10041299050548627 0.037398374816474601 0.074098742547805005 -0.10214513990029364 -0.102853150023772 -0.010648461086633225 -0.013451325338448287 0.053477173587559573 -0.074244090031372695 0.055793078672914193 -0.018437055016299622
leaf_weight=3.0758055413825223 0.13874043061105101 0.18813290711477737 0.2319276896159862 0.082538051763549336 0.28894205105461868 0.10300817296956655 0.14350004377775016 0.13375806899080078 0.14473396434914321 0.25232218031828768 0.11780125338471359 0.23315667052156641 0.16814331396017224 0.13842203933745623 0.50605582429852791 0.072352163694631488 0.14855706496479104 0.13973117322439055 0.15195966409009998 0.046044474001973756 0.22744295459415276 0.1910322780640854 0.073219738112093924 0.042799280592589639 0.13925873622203966 0.49145950928414095 0.10261846781986605 0.1155389102918889 0.10139890434220433 0.094958068448477206
leaf_count=1881 34 49 33 12 40 15 20 35 10 34 37 33 20 20 54 21 15 30 26 5 41 24 26 9 172 109 20 20 8 47
internal_value=-0.000111484 -0.00367587 0.00230149 -0.000735697 0.00196141 -0.000570069 -0.00194883 -0.000402922 -0.0332673 0.00207221 -0.00125357 -0.0234186 0.00218531 -0.0327492 0.00422883 -0.00084213 0.00188557 -0.00491999 0.0445352 0.000778036 0.00499839 0.0307629 -0.00395111 -0.00553027 0.0169483 0.00429698 -0.00498604 -0.013455 -0.00160818 -0.0548811
internal_weight=8.08536 3.26394 4.82142 4.58949 4.45075 4.16181 4.07927 3.97626 0.278492 3.69777 3.44545 0.683222 0.450065 0.281922 2.76223 2.25617 2.18382 1.8833 0.300517 1.74357 1.62577 0.419135 1.20664 0.228102 0.185303 1.03846 0.811016 0.708397 0.592858 0.168178
internal_count=2900 1930 970 937 903 863 851 836 45 791 757 93 60 40 664 610 589 548 41 518 481 210 271 186 177 198 157 137 117 73
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=7 18 16 15 15 16 15 10 12 10 15 18 7 10 13 16 0 2 5 5 12 6 5 9 16 5 10 15 16 19
split_gain=0.00679439 0.0149147 0.0291314 0.0312104 0.020204 0.0297765 0.0194207 0.0172067 0.0234866 0.0171646 0.0199455 0.0138669 0.0098063 0.0144421 0.0156471 0.0107139 0.0166176 0.0243044 0.0147602 0.0245778 0.0196783 0.0190443 0.0175699 0.0161977 0.0474016 0.0381672 0.0254671 0.0248505 0.0225888 0.0331558
threshold=26.752366550650006 17.248993197150003 17.654958715000003 20.310401204950004 19.112687623850004 9.6249774926000011 11.325487309600001 80.468240302450013 229.23536747820003 81.188747081400024 15.559431200450001 17.383654746850002 26.452067539250002 78.962703749400006 96.429616222950017 11.934972090850001 105.70748523110002 224.18737221905002 11.976288766350002 13.175707186950001 167.86002060340005 10.715250360100002 14.950964152900001 66.290220196950017 14.524966034300002 13.922841871800001 76.763544998700013 20.478039369150004 14.614965823850001 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=12 7 3 4 5 6 11 -2 9 -9 -11 -3 15 -14 -15 -1 18 -18 20 -20 -17 22 -21 28 25 -25 -26 -28 -23 -30
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 -12 -13 13 14 -16 16 17 -19 19 21 -22 23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.029610275320040513 -0.079218242832234081 0.099615620687371065 0.10015621078514725 -0.10027561385323427 0.077602798904615439 -0.10020598147654272 0.060442375465266651 0.100255159657273 -0.10050924652332072 0.054471277453079739 -0.10046337836109064 -0.10016047745946631 0.06584329170281078 0.04272383875581074 -0.064743261544177269 -0.0088231628764138589 -0.019654432809469047 0.089887397555931781 0.046084905395971855 -0.10105953086594439 -0.10021333952228768 0.077507267656342624 -0.0069474137635009512 0.01170891062141774 -0.00011363084635093769 -0.10087813294621656 0.088856233301772683 0.00094100818261854281 -0.05252871483357105 0.051220992410788937
leaf_weight=0.11989024837394158 0.060675316801280021 0.0044293980781731071 0.026913632405921817 0.032179948258772129 0.032773953818832524 0.027867612356317295 0.044522790362520936 0.020075328182429075 0.019718925238066731 0.018085768597075003 0.015370505892576602 0.016116605214506308 0.05579869538269111 0.029575258768488766 0.025001123336551245 0.079799306191944086 0.034401134925246768 0.049254808942350792 0.11677457964833582 0.035555835595005081 0.033431384402547337 0.064134820066101272 0.044871364559526228 0.047189458295178954 6.5425352181401095 0.083193199695557496 0.064190758203039766 0.064417438517921255 0.056089048630383331 0.068324309830131824
leaf_count=244 48 2 8 53 14 122 40 3 30 19 40 182 23 28 15 81 30 17 34 13 102 23 29 18 1489 85 12 38 30 28
internal_value=-0.000119696 -0.0144238 0.00399129 -0.0124008 0.0100939 -0.0137131 0.02333 -0.0398346 -0.0072122 0.0271547 -0.0167089 -0.0570919 0.000479053 0.0300691 -0.00650622 4.38201e-05 0.000525288 0.0448414 1.74727e-05 0.000581849 -0.0358061 -0.000169667 -0.0485532 0.000387029 -0.000414452 -0.0601294 0.000752634 0.0448211 0.029299 0.0044477
internal_weight=7.93316 0.31873 0.184804 0.15789 0.12571 0.0929364 0.0650688 0.133926 0.0732505 0.0535316 0.0334563 0.020546 7.61443 0.110375 0.0545764 7.50405 7.38416 0.0836559 7.30051 7.18728 0.113231 7.0705 0.0804272 6.99007 6.80153 0.130383 6.67114 0.128608 0.188548 0.124413
internal_count=2900 561 421 413 360 346 224 140 92 62 59 184 2339 66 43 2273 2029 47 1982 1799 183 1765 42 1723 1642 103 1539 50 81 58
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=19 18 9 12 12 19 13 5 5 5 8 4 5 17 12 17 9 8 12 9 4 8 6 16 16 5 13 6 2 5
split_gain=0.00654949 0.0202263 0.0163422 0.00994581 0.0120169 0.0227804 0.0412958 0.0417148 0.0426231 0.0348644 0.022485 0.0192701 0.0420192 0.0171007 0.0165438 0.0149405 0.0293731 0.0164018 0.0346953 0.0321208 0.0422233 0.0293234 0.0192186 0.0757704 0.0398563 0.0329677 0.0288247 0.032924 0.0289788 0.0620575
threshold=14.651182102100002 13.622618370000001 196.26893085885004 58.770113158150004 92.695913642950003 12.651020723000002 110.04934511175001 19.500380888400006 20.837651832150005 17.021905087450005 8.2435668022500028 163.60960442095003 20.485565917300004 166.83257850275001 254.30002952885002 169.61846646075003 60.983947735000008 8.8430989333000021 114.86856072930001 226.28914430085004 229.01066513960004 8.7431769115000026 16.535386346650004 22.544947280100004 21.534949641950003 21.746930049350002 117.64961624655002 16.455384477450004 105.39281967610002 19.812684199800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 10 9 -8 -9 -7 -5 12 -6 14 -13 16 -15 21 -19 20 -20 22 26 24 -24 -25 28 -28 29 -17
right_child=1 -3 -4 4 11 6 7 8 -10 -11 -12 13 -14 15 -16 17 -18 18 19 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.038007127685158723 0.025745232534561853 0.045440421737848791 -0.033794281415027536 -0.013462931546375413 0.069795054993631964 -0.0082182360648073143 0.037676420221546429 -0.085657357500895301 0.0096689026402310765 -0.10199257113013822 0.084052887141628632 -0.072886375812265661 -0.014049614695836788 -0.040927590025439997 0.023876182501808538 -0.0045084136744448864 0.059756024685934411 -0.10150017509185844 0.017648209815320497 0.062016399232607294 -0.08937117578550402 0.036757974276469173 -0.039400608978348288 -0.086980660988899644 0.061687951304832379 -0.024469052764962283 -0.0017452116273027074 0.060738274245228541 -0.0050303316047593423 0.047711667346239807
leaf_weight=0.065814507077447959 0.084546188110834808 0.12387788064370397 0.10137687548558461 0.053082701829278878 0.11999378490145307 0.06638378989487137 0.14335217047482729 0.086311826482415199 0.1027350452554856 0.09844029377654806 0.042637832656737373 0.06150899576710589 0.11909732134586193 0.040228293109748736 0.024790867730047239 0.64101458751372309 0.10358785303714058 0.04910148322119301 0.08133115485907183 0.04966718151626992 0.067432033401246372 0.20981518180815317 0.054109759165587579 0.11804619351460133 0.13969656778499484 0.29569614247230902 0.17180497854133125 0.16562762048761215 4.0393107046465815 0.35283551053726114
leaf_count=10 14 19 28 36 19 24 21 12 35 25 8 239 25 26 50 189 70 13 24 20 33 39 74 15 8 62 24 28 1671 39
internal_value=-0.000113641 0.0141374 -0.00671943 -0.000697365 -0.00103711 -0.0146986 -0.0232987 -0.00300516 -0.0338536 -0.0642245 0.0299746 0.000136075 0.0280299 -0.00086446 -0.0450899 -0.00028436 0.0315928 -0.00099673 -0.0262381 -0.00761452 -0.030862 1.29796e-05 -0.00127666 -0.0181344 0.0334645 -0.0423044 0.000630366 0.0289246 -0.00126653 0.0140307
internal_weight=7.87326 0.309801 0.185923 7.56345 7.49764 0.592944 0.497223 0.332399 0.189047 0.164824 0.0957205 6.9047 0.239091 6.66561 0.0862999 6.57931 0.143816 6.43549 0.247532 0.19843 0.148763 6.18796 5.97814 0.607549 0.193806 0.413742 5.37059 0.337433 5.03316 0.99385
internal_count=2900 61 42 2839 2829 161 117 68 47 49 44 2668 44 2624 289 2335 96 2239 90 77 57 2149 2110 159 82 77 1951 52 1899 228
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=17 12 12 17 17 8 15 16 8 7 8 7 18 17 17 9 2 0 9 9 15 18 17 15 12 10 2 2 6 16
split_gain=0.00610275 0.0300335 0.028768 0.0203226 0.0259246 0.030011 0.0232371 0.021834 0.0300997 0.0149438 0.0118941 0.0158991 0.0114953 0.0108272 0.0453652 0.0372599 0.0231456 0.0192691 0.0140224 0.0494686 0.0211141 0.0168715 0.0146366 0.0122141 0.0151491 0.0280597 0.0204728 0.0166772 0.0394166 0.0161736
threshold=208.12573104970002 388.37449534025006 375.91084679895005 212.33270692945004 214.76367417690003 8.1436447804000007 31.975879077800005 16.514961380800003 7.1444245619500011 26.038885134450002 7.0445025401000008 27.952168727600004 16.915500282450004 204.75389752000004 204.53341124495003 202.37225149245003 185.83358638795002 94.964406541850011 219.79476616820003 215.80505313260002 35.194695975650014 15.606027545000002 196.65693750130004 49.670466410250008 322.29449443480007 74.986474174450009 296.01432942755008 270.91232589630005 16.245379570700006 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=2 3 13 6 -5 7 9 8 10 -2 11 -6 -9 14 18 17 -17 -15 19 23 21 -20 -21 24 26 29 27 -1 -29 -26
right_child=1 -3 -4 4 5 -7 -8 12 -10 -11 -12 -13 -14 15 -16 16 -18 -19 20 22 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0009825068242717231 -0.039263165391401962 0.069099189034808134 -0.068835395519642656 0.065042369644781883 0.047458168859394044 -0.069707987793576176 -0.078495845584937718 0.0010972369857923426 -0.10042776707455875 0.05187178180688632 0.099732538643489688 -0.10016289865494579 0.068400865722619095 0.016974509478631893 -0.085845278258919855 0.014791014385172822 -0.054940766433970389 0.084059997877381026 -0.10131197782437591 0.016388606612552873 0.013610697053293997 -0.0097659614316889434 0.089666306379316996 0.044122313362909109 -0.10122012307766282 0.025290614591795452 0.056528150626833779 -0.079553358160454127 0.043732621717159643 -0.013484523444043618
leaf_weight=6.126306204371307 0.046908866683679551 0.043301649807290232 0.059123785281187113 0.048044214440551514 0.018041772532342293 0.072012199109849462 0.094833096081856638 0.047284758445584885 0.035970584769756897 0.029187792169068416 0.013813010114972712 0.012249317108057767 0.054773727147221507 0.081852569093143646 0.060593211128207147 0.12778052896555891 0.075858104799408466 0.089776167419586272 0.047980865198951395 0.041185201249774539 0.063982451361653148 0.034683814500198196 0.080607765905938322 0.063739846235463804 0.053602244762963269 0.05291123350409066 0.065370835632165725 0.075865788122257416 0.039401440515575814 0.03455755382674397
leaf_count=1859 34 27 58 32 18 59 33 27 64 40 3 57 24 16 10 37 30 30 18 39 29 30 21 54 46 75 37 70 13 10
internal_value=-0.000110362 -0.0106147 0.000635279 -0.0179104 -0.00232304 -0.015058 -0.0454676 0.00654969 -0.0325388 -0.00430726 0.0228303 -0.0122378 0.0372184 0.00120448 0.00029723 0.0177428 -0.011185 0.0520658 0.00106707 0.00174324 -0.0295192 -0.0629018 0.0648869 0.000562225 0.000131625 -0.0322778 0.000856545 0.000273471 -0.0374109 -0.0668289
internal_weight=7.7916 0.516421 7.27518 0.473119 0.30219 0.254145 0.17093 0.182133 0.0800747 0.0760967 0.0441041 0.0302911 0.102058 7.21606 6.84079 0.375267 0.203639 0.171629 6.7802 6.63355 0.146647 0.0826647 0.121793 6.51176 6.44802 0.141071 6.30694 6.24157 0.115267 0.0881598
internal_count=2900 418 2482 391 284 252 107 193 142 74 78 75 51 2424 2311 113 67 46 2301 2224 77 48 60 2164 2110 131 1979 1942 83 56
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=7 13 15 17 0 7 19 0 18 5 7 7 17 10 17 8 19 17 4 4 15 13 8 7 16 19 3 18 17 17
split_gain=0.00638565 0.0133506 0.02414 0.0210272 0.0194198 0.0124697 0.0126574 0.0154952 0.0117168 0.0105637 0.00891402 0.0290286 0.0354345 0.0441678 0.0274695 0.0292878 0.0364258 0.0439503 0.0257068 0.0219548 0.0176911 0.0168226 0.0164751 0.0153735 0.0134552 0.0207033 0.0256744 0.0147467 0.023891 0.0179445
threshold=26.752366550650006 81.98184222990001 19.112687623850004 242.64190980425005 102.21786657775002 29.973557588500004 9.8507947922000021 119.78425200215001 16.118666550000004 14.320088925450003 25.396105459650006 25.138824731100005 195.24502669890003 71.787208999250012 220.68978861510001 8.3434888241000014 12.150980378200002 210.90690361435003 267.88310861120004 217.34171987710002 15.950449919000002 95.870416931800023 7.7439566930000003 25.852307279700003 11.934972090850001 10.650859343850001 73.733652685700008 15.653972037550002 209.18283600905002 204.75389752000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 8 4 -4 6 7 -2 -3 -10 11 24 -13 -14 15 16 18 19 -12 -18 21 -20 -21 -17 25 26 -1 28 29 -26
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 14 12 13 -15 -16 23 17 -19 20 22 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.1004447787586209 -0.10031726226575298 0.055424264643077176 0.01327346790437608 0.064374862381899947 -0.069124827433694622 -0.10007163250979026 0.07698596982225353 0.070826112346811979 -0.10035291956166972 0.021205695862376306 0.067965793032129643 -0.086519647072943587 -0.061995059712406965 0.044937030848871767 -0.060110734798793169 0.079197448707259366 0.020439119118055959 0.053145316868838777 -0.030399700129281851 -0.00028700839257849798 -0.08472429376151619 0.087590173833442933 -0.07599960586020689 0.018753908529607975 0.00017769374262068183 -0.10032690028785388 0.054919467149876638 0.041842475029640537 -0.049621987524761324 0.026460206057153351
leaf_weight=0.01606030709871209 0.011317717827594609 0.0064588177774567148 0.063355395413509541 0.035182622003048891 0.05214376560098799 0.0070474730862031256 0.036038333451415383 0.0099335271601148634 0.058910951675414935 0.008136356329487171 0.11260819934196309 0.085332919062750423 0.074107408337113156 0.080678988530507922 0.049729291769835982 0.0950731516438168 0.044651470929238712 0.063903977357767872 0.026096607326024923 0.037250489693519739 0.021490790267307602 0.02250417647883296 0.12580273009626808 0.075493726079912449 5.9928221708248444 0.03334035174790273 0.031495231570861648 0.087759113941501599 0.093446897923058603 0.27154615055678721
leaf_count=42 26 4 39 18 78 127 24 37 202 6 65 45 32 33 28 26 18 36 32 17 25 11 74 42 1538 90 38 54 31 62
internal_value=-0.000107882 -0.0147044 -0.0262279 -0.003309 -0.0239264 0.0254501 0.0408911 -0.0203192 -0.0732099 -0.0856015 0.000458084 -0.000634752 -0.0347818 -0.00625907 0.0114197 0.0171123 0.00384698 -0.0193765 0.0383719 -0.0416891 -0.00917338 0.0242345 -0.0587026 0.0524448 0.000621574 -0.0399082 0.00245034 0.00113025 0.000568282 0.00131698
internal_weight=7.72972 0.288525 0.224188 0.150682 0.115499 0.0643371 0.0572896 0.0212512 0.0735061 0.0670473 7.44119 6.76659 0.240119 0.154786 0.674605 0.624875 0.454308 0.271609 0.1827 0.207705 0.0700916 0.0486008 0.163053 0.170567 6.52647 0.0808959 0.0475555 6.44557 6.35782 6.26437
internal_count=2900 561 347 135 117 214 87 63 212 208 2339 1965 110 65 374 346 278 145 133 109 68 43 91 68 1855 170 80 1685 1631 1600
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=6 6 5 5 6 0 7 18 18 18 2 4 18 5 18 18 10 9 5 16 12 6 15 19 6 13 4 17 16 0
split_gain=0.00614435 0.02969 0.0156434 0.0194089 0.0199581 0.0179899 0.0196642 0.0229534 0.0152047 0.017661 0.0135516 0.0169716 0.0141443 0.0339714 0.0183315 0.0264036 0.0233143 0.0354651 0.0244063 0.0272612 0.0171945 0.0159929 0.0242881 0.0178235 0.0385353 0.0203131 0.0353615 0.0148744 0.0193525 0.0134433
threshold=13.665319288000001 13.775321858200002 20.950952025950006 20.485565917300004 13.355312044750002 89.738043936200015 20.778835947700006 13.316069313700003 13.3584252364 13.601370067700001 68.519383356500015 172.73046293330003 14.073076155300003 15.094471190800002 16.083212871900006 16.255760498500003 71.381251821550009 191.40721473735002 13.592434445950001 14.274966618900002 334.2285027451 3.6650856341500009 6.9561856507500011 12.250988447150002 11.175261108200003 95.99139754765001 376.98468903265001 189.37128582595003 13.734967881700001 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 3 4 5 -1 -7 -8 -9 -10 -11 -12 -13 14 16 -16 -14 18 19 27 -15 22 -17 25 -25 26 -23 28 -18 -3
right_child=1 29 -4 -5 -6 6 7 8 9 10 11 12 13 20 15 21 17 -19 -20 -21 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10065398148662229 0.049086424953148911 0.0020562455875529303 -0.053867151924634572 0.090943452055151641 -0.062276045320696582 0.05889795506358228 -0.1008662805638984 0.10025253898942976 -0.10093222892394567 -0.10034371275815171 0.083840967550554549 0.034823129138664345 0.06645488230639475 -0.088338605949151744 0.074290765137231721 0.052764072460994987 -0.10047632915835635 -0.10047288695595179 0.084518821020814344 -0.091356757847527795 0.018888725992972699 -0.076833719088006028 -0.10024439320518873 0.015965114665594023 -0.10047547048740242 0.063315531621009988 0.046760132332439766 0.055260652853112158 0.033970876734803097 -0.010861897209458743
leaf_weight=0.018346008646687895 0.12638620976940718 5.4323701420621262 0.06655950733801308 0.021143346519238437 0.059145511658698413 0.05241738746485658 0.023857572989072651 0.014449682086706161 0.018099454384923774 0.013564356694189428 0.023705738596618176 0.093252430480561088 0.026439603098879161 0.068615987703111614 0.060700636607180058 0.015300151972382992 0.020835224558425125 0.056709916689897 0.024171580954089222 0.041410328033634869 0.019122435013059658 0.037959203395701024 0.032224224831139736 0.10439548058582204 0.039054230188412475 0.096356929192552343 0.059333552181101368 0.036838060425907315 0.022022356075467542 0.9458357689237572
leaf_count=21 34 1232 66 11 40 35 7 2 17 28 3 43 14 77 28 68 35 54 12 108 20 179 209 93 31 33 59 35 6 300
internal_value=-0.000106683 0.00109162 -0.00679132 -0.00394145 -0.00580191 -0.00252459 -0.00072581 -0.00402111 -0.00152209 -0.00313795 -0.00115365 0.000377973 -0.00193682 -0.00643846 0.00118355 0.0129972 -0.0218475 -0.033406 -0.00722612 -0.0255375 -0.0649686 0.00332398 -0.0509844 0.0109804 -0.0157359 0.030771 -0.00146056 0.00866255 -0.0313907 0.000140591
internal_weight=7.67062 6.50459 1.16603 1.09947 1.07833 1.01918 1.00084 0.948419 0.924562 0.910112 0.892012 0.878448 0.854742 0.76149 0.673751 0.445324 0.228427 0.201987 0.145278 0.121106 0.0877384 0.384624 0.0475244 0.337099 0.14345 0.19365 0.0972928 0.0796956 0.0428576 6.37821
internal_count=2900 1566 1334 1268 1257 1217 1196 1161 1154 1152 1135 1107 1104 1061 964 700 264 250 196 184 97 672 277 395 124 271 238 76 41 1532
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=7 13 15 15 15 2 15 9 18 5 18 16 19 17 19 8 16 16 0 9 7 7 12 15 5 3 5 16 7 3
split_gain=0.00601221 0.0109999 0.021249 0.0190605 0.0226935 0.0261218 0.011302 0.0157782 0.00944808 0.00900061 0.00873471 0.0119323 0.0233042 0.0166998 0.0128238 0.0201747 0.021793 0.015028 0.0137651 0.0263103 0.0370557 0.0280351 0.0135077 0.0134203 0.0141465 0.0131022 0.0123947 0.0323107 0.046232 0.0438456
threshold=26.752366550650006 81.98184222990001 19.112687623850004 20.310401204950004 24.673905035600004 237.82463207520001 11.325487309600001 33.663263464400011 16.118666550000004 14.320088925450003 16.915500282450004 11.934972090850001 10.650859343850001 177.12746680985003 11.650940033400003 2.3481675133500004 13.534968349350001 12.594970547500003 98.615332683000005 188.14427954665004 25.967949918250003 26.113553071150005 223.75709202500002 16.757571343250003 13.361597395450001 75.236500780600025 16.579584939650001 15.444963882950001 24.176224535650004 82.368980200650014
decision_type=2 2 2 2 2 2 2 2 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 6 8 -4 -5 -6 7 -2 -3 -10 11 12 13 -1 15 17 23 -13 26 22 -21 -22 -20 -17 -25 -24 -16 28 -28 -29
right_child=1 2 3 4 5 -7 -8 -9 9 -11 -12 14 -14 -15 18 16 -18 -19 19 20 21 -23 25 24 -26 -27 27 29 -30 -31
leaf_value=0.065011636555760532 0.049671156020135866 0.046528268660834718 0.07187902624986453 -0.07615268625202451 0.083969272501193584 -0.038678207560406921 0.067220075788494371 -0.10018162780044795 -0.10030591033444099 0.014096579781989652 0.026594044377047429 0.038798922265233918 -0.10025608743725889 -0.10015480033664353 0.015912104240001553 0.056018804629576584 0.08479034032699416 -0.073677244456765795 0.045904776490814189 -0.10049355437740187 0.072206591180004151 -0.054158978828205709 0.035740013280268428 0.026243644462132315 -0.1002774193964454 -0.10042611806067084 0.0070353165046737956 0.075750038307800971 -0.10112405488700056 -0.0004919087148392402
leaf_weight=0.022452476172592273 0.014813028951081608 0.0060190406511537722 0.026886283629210084 0.046050333230425622 0.030446300579569652 0.040419011437052177 0.029398613129103524 0.013366511822454186 0.051301183067280931 0.0079416266707994509 0.12539128067889738 0.019947707132814574 0.03373966396813799 0.0084163707565494406 0.48423566939075602 0.027713609466445632 0.070653650318263317 0.029367652443397674 0.05962027801433567 0.073180081461941882 0.031046513637193129 0.040406698671631602 0.013077128050213105 0.017699927906505764 0.017649674238185753 0.015374364813396824 0.081664548027077788 0.076386102988180826 0.076578096603043377 6.0194301220401911
leaf_count=62 88 4 20 59 16 40 37 89 202 6 111 13 101 24 204 9 20 30 45 80 12 40 13 4 41 28 66 21 17 1398
internal_value=-0.000108338 -0.0148589 -0.025518 -0.00404082 -0.0214996 0.0140156 0.0238437 -0.0214091 -0.072842 -0.08497 0.000427215 -2.73158e-05 -0.0428098 0.0199791 0.000359055 0.0264877 0.0466499 -0.0281814 -0.000326984 -0.0242389 -0.0504777 0.000747026 0.018851 0.00391877 -0.036927 -0.0378402 0.000498805 -0.000694607 -0.0453061 0.000463472
internal_weight=7.61067 0.266642 0.209064 0.143802 0.116916 0.0708653 0.0575782 0.0281795 0.0652619 0.0592428 7.34403 7.21864 0.0646085 0.0308688 7.15403 0.183032 0.133717 0.0493154 6.971 0.232705 0.144633 0.0714532 0.0880718 0.0630632 0.0353496 0.0284515 6.73829 6.25406 0.158243 6.09582
internal_count=2900 561 347 135 115 56 214 177 212 208 2339 2228 187 86 2041 117 74 43 1924 218 132 52 86 54 45 41 1706 1502 83 1419
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=6 15 6 6 18 5 9 19 12 5 15 4 5 9 3 0 0 18 17 15 2 8 15 19 16 4 7 7 0 7
split_gain=0.00593307 0.0188137 0.012078 0.0125973 0.0185883 0.00884132 0.00763201 0.0333155 0.0385963 0.0489944 0.046119 0.0368995 0.0345466 0.021526 0.0369862 0.112238 0.0800185 0.0463655 0.070497 0.0191943 0.018045 0.0232424 0.0216589 0.0180339 0.0444839 0.0246359 0.0171193 0.0240693 0.016668 0.0348659
threshold=5.0951190466500007 17.382777826050003 4.3151008216500015 3.6650856341500009 16.433295803950003 10.293758831600002 187.70546222865002 14.451165964200003 150.89336347300005 20.102686929350003 40.301031380450006 241.84804450315002 17.886193876600004 193.06224578400005 89.896662965950014 87.181320254150009 92.851278451300018 13.3584252364 188.84204146815003 38.469938489650012 73.935594769650024 7.943800736700001 24.094286630850004 14.351157895250003 19.314954833200002 248.34582299520005 22.296968840150004 22.227765484150002 98.615332683000005 25.852307279700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 7 8 9 12 26 -10 -2 14 16 17 -8 18 -16 -9 -18 22 -22 24 25 -13 27 -11 -15 -30
right_child=6 5 -4 -5 -6 -7 13 19 11 10 -12 23 -14 28 15 -17 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.030088526984550834 -0.010455420771966739 -0.10020060951824383 -0.10019201065585411 0.063230656886661477 -0.074605506694818288 0.038636367338446741 -0.089645517548604031 0.065250527422092239 0.069022946798260779 -0.052431792856528228 0.024901434360160665 -0.10087099548098606 0.08414729981088527 0.0030153622872886596 -0.046984142454898889 0.083680908263705805 -0.044254022199104757 -0.066323373216804191 0.040778947115410268 0.0081672088793637403 0.028839532140478737 0.056254887304781835 -0.10083011968925522 0.070982395920004673 -0.10081388187692185 0.013895079775483925 -0.086648327144923168 0.10042058400898611 -0.079896652784651884 -0.0030288318234147076
leaf_weight=0.041791477360675233 0.11687253734606862 0.032601271879627802 0.01073772629524683 0.032068244306742599 0.028540531795258062 0.0053377518252091241 0.17174128515762255 0.13762574695283536 0.1087148803941318 0.071128065247023642 0.071384280454367399 0.019556836140964151 0.057637710015796983 4.6845246508839438 0.17597684068476127 0.12796698426245712 0.054469309267005883 0.15670965426033945 0.19072222530644467 0.10298302932119441 0.029061872833949565 0.084408908645855263 0.023136104151490144 0.03844831824017092 0.040279389097918283 0.42906980975311626 0.15316856195568107 0.012046759016811848 0.075317100072780252 0.27250741971840142
leaf_count=31 55 186 38 31 247 7 18 19 57 173 12 16 19 955 42 15 10 25 36 29 33 13 16 11 30 350 18 1 91 316
internal_value=-0.000109738 -0.0197278 0.000707321 0.0112877 -0.012396 -0.0806672 0.000290485 0.00706223 -0.000200532 -0.0215366 -0.0455398 0.0159755 0.0207902 -0.00123142 -0.0145223 -0.000269873 -0.04011 -0.0207948 -0.00133807 0.0408183 0.00441312 0.0238182 -0.0286349 0.00503964 -0.000146204 0.00889212 -0.0668156 -0.0302932 0.00144715 -0.0196736
internal_weight=7.55654 0.151077 0.113138 0.1024 0.070332 0.037939 7.40546 1.35892 1.11831 0.482238 0.307728 0.636069 0.17451 6.04654 1.01419 0.651376 0.362817 0.523409 0.366699 0.240609 0.191076 0.136607 0.052198 0.527354 0.488906 0.448627 0.236343 0.0831748 5.03235 0.347825
internal_count=2900 540 347 309 278 193 2360 790 742 278 204 464 74 1570 208 118 90 103 78 48 72 62 49 407 396 366 192 174 1362 407
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=0 12 6 4 18 13 6 7 5 10 0 4 4 0 3 17 2 18 17 18 0 18 5 7 9 6 10 18 18 18
split_gain=0.00598727 0.0185166 0.0168627 0.0381859 0.0333087 0.0238019 0.0267867 0.0258077 0.019892 0.0257764 0.0204479 0.0160876 0.0330374 0.0189132 0.0219791 0.0396846 0.0378023 0.0327487 0.0370186 0.0299653 0.0239132 0.0636165 0.0469064 0.0238351 0.0621398 0.0393522 0.0479799 0.0374483 0.0782939 0.0452793
threshold=85.716110573100011 58.770113158150004 16.525386113000007 205.67906899175003 13.434779691800001 117.66037007905001 16.475384944750001 19.617375644250004 22.665750084250003 61.917879202350001 85.253695774650012 148.04566182605001 155.77228353875003 85.807518149550006 93.58791597905001 193.01551328760004 86.011634045550025 13.064341268650002 184.59783591905003 13.1493823129 86.345209775600011 13.278511569200001 22.732890661650003 23.195026784100005 190.58777288605003 15.825369757250002 65.630639880500027 13.482409244300003 13.5308213324 13.713893333650001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 -10 -3 -13 -14 17 16 -16 18 -15 -19 22 -22 -21 24 25 26 -23 -25 -29 -30
right_child=1 11 8 4 -6 -7 -8 -9 9 -11 -12 12 13 14 15 -17 -18 19 -20 20 21 23 -24 27 -26 -27 -28 28 29 -31
leaf_value=-0.07130411644396363 0.066042886042910823 -0.024491734436066257 0.049380743997689519 0.065129440373528344 -0.10047543768055123 0.092466562388551818 -0.10087336290528087 -0.04505217322440655 -0.0063200894124760838 -0.10047472522402406 0.073615774627111386 0.067951407242666503 0.025062457659940553 0.0038046515872955386 0.0082351276266872681 0.029163473577461487 -0.10070201082558253 -0.04361261634779999 0.094382663713124551 -0.057439114945835812 0.054400030259643489 -0.10449530044808948 0.0069932708924269399 0.042682773064670415 -0.045418530881065899 0.065732881771544474 0.0089956570289294758 -0.10279291995241623 0.035471020611256392 -0.00098330699789805757
leaf_weight=0.11814178303139744 0.04330538143403817 0.24908708391012613 0.077441133981665189 0.055034053613780998 0.026643895515746863 0.035418320251665136 0.021865295155052422 0.034638582312155108 0.36676565395879024 0.026890628006384532 0.035060134978266433 0.07375935752497742 0.30179397191022861 0.10714930390872712 0.048750251997262128 0.07007903819612693 0.091908847987838271 0.15888797474326555 0.077941937779542059 0.20209113966484427 0.22509937916493061 0.043128269723638257 0.2562517564620066 0.22599647799506817 0.37436886457044238 0.099127217894420028 0.27335017328005051 0.071609016740694975 0.37999010663770638 3.2971794489631137
leaf_count=60 6 33 24 17 29 13 24 63 276 66 8 23 38 30 7 16 47 21 15 35 28 9 38 17 34 8 234 6 37 1638
internal_value=-0.000113398 0.000865807 -0.00830006 -0.0274485 0.00239701 0.0210483 -0.00163023 0.0225687 0.00273682 -0.0056887 0.000654481 0.000439931 0.00141354 0.000635111 -0.000592965 -0.0323159 -0.0629461 0.000561219 0.0419471 -0.000804939 0.00044348 0.00245139 -0.0214161 -2.80172e-06 -0.0158677 0.010751 -0.00647038 0.00315031 0.000767076 0.0027838
internal_weight=7.46875 6.67086 0.797899 0.291742 0.1736 0.146956 0.111538 0.0896726 0.506158 0.428716 0.401826 6.62755 6.37846 6.3047 6.00291 0.210738 0.140659 5.79217 0.185091 5.60708 5.44819 4.98985 0.458343 4.76475 0.789975 0.415606 0.316478 3.97478 3.74878 3.67717
internal_count=2900 2320 580 206 146 117 104 80 374 350 284 2314 2281 2258 2220 70 54 2150 45 2105 2084 2011 73 1983 285 251 243 1698 1681 1675
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=13 13 13 0 10 10 2 18 17 0 18 18 15 18 16 17 19 17 17 17 17 16 7 15 13 16 9 13 16 13
split_gain=0.00636334 0.0300811 0.0290824 0.0442879 0.0409685 0.0342152 0.113695 0.0249341 0.0380867 0.019662 0.0240414 0.0477098 0.0444106 0.0332172 0.0474496 0.0375999 0.0445625 0.0427661 0.0359955 0.0429222 0.037325 0.0224254 0.0192482 0.028446 0.0182723 0.0201479 0.0147051 0.0129924 0.0962332 0.066791
threshold=117.38883580790001 117.30011668960002 117.47217800995001 86.597924839850023 62.106071271500007 62.057679025150001 154.60082690140004 13.5308213324 201.18214207610001 86.692020874450009 13.3584252364 13.303774303900001 42.133814420300006 13.117211680300001 22.594947163200004 187.45953903175004 14.551174033150001 186.67336014325002 184.59783591905003 182.28951942140003 180.19381692845005 22.634947069650003 20.861721588400005 35.054707749500004 121.87856088575002 21.084950694200003 197.19111486365003 112.82921081865001 19.974953289850003 113.13031812925001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 -2 5 7 -7 9 26 10 11 13 -12 15 -15 17 -17 18 19 20 22 -16 23 24 25 -4 -9 28 -1 -29
right_child=2 -3 4 -5 -6 6 -8 8 -10 -11 12 -13 -14 14 21 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0012232707350012127 0.0023697053252614356 0.044624832164132405 -0.10015131451601285 -0.069996948249471183 0.052920623603285644 0.016866015512888435 -0.099363188984365289 0.070889863200595357 -0.022472542797042253 0.035907424392279667 -0.078600056482137443 0.065439733911754436 0.0051058930500894155 0.021096356934901861 -0.10181262190326733 0.060081198397891084 -0.020304121595187238 -0.082911482900151323 0.045054621495669307 -0.071746829977145335 0.093394380070489169 -0.03166617331131124 -0.063223178583807715 0.074293395288593037 -0.10129010526697585 0.093032760025705888 0.025480853318749015 0.092264558934482044 -0.076673835412841382 0.0029054209584782713
leaf_weight=2.7706490462936064 0.18179909832838381 0.16105004663040734 0.008460411963654435 0.15812339377589524 0.13765674829153329 0.19902355389785942 0.14582661955747156 0.11257706750620844 0.12986792460924335 0.11323286569677282 0.12243220884101891 0.098083516710744223 0.13141880506934456 0.092131315830556559 0.091712557579967324 0.19023579203530971 0.10817940797505798 0.076317536646911321 0.11845209999046347 0.1039735788990015 0.040540234058425995 0.090595255301195721 0.052813296439126134 0.040804348536767066 0.023846808886446524 0.014918001455953345 0.19457628021336859 0.088915411450898207 0.16822144097386615 1.4111533003444945
leaf_count=1881 34 27 51 16 21 29 45 18 32 11 17 20 29 16 19 35 29 15 26 30 10 27 23 6 7 5 37 23 49 312
internal_value=-0.00011221 0.00216993 -0.00389166 -0.0312934 -7.06147e-05 -0.00324215 -0.0322838 0.00188017 0.0229281 -0.0041788 -0.00740965 -0.00126645 -0.0352654 -0.00748003 -0.0373951 0.00306514 0.0309405 -0.0142603 -0.00128567 -0.0205216 0.00884203 -0.0669543 -0.0154955 0.0131386 -0.0397013 0.0231214 0.042124 0.000629611 -0.00323557 0.00820211
internal_weight=7.37759 4.59999 2.7776 0.339922 2.43768 2.30002 0.34485 1.95517 0.437021 1.51815 1.40492 1.15106 0.253851 1.05298 0.274439 0.778542 0.298415 0.480126 0.403809 0.285357 0.181383 0.182308 0.140843 0.0880296 0.0472252 0.0233784 0.307153 4.43894 2.93887 1.50007
internal_count=2900 2292 608 50 558 537 74 463 87 376 365 319 46 299 62 237 64 173 158 132 102 46 92 69 63 56 55 2265 1930 335
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=19 18 17 13 17 0 6 13 19 0 10 5 5 18 7 3 8 10 9 10 17 10 9 15 6 6 7 7 19 18
split_gain=0.00735338 0.0183091 0.0141919 0.0085896 0.0309977 0.0349991 0.0680539 0.0251043 0.0170053 0.0457319 0.078324 0.0673723 0.0643618 0.0593012 0.043192 0.0321753 0.0253828 0.0411806 0.0409072 0.0456873 0.0408078 0.0266528 0.0246717 0.0284083 0.0199872 0.0167665 0.0117474 0.0569523 0.0493735 0.0470915
threshold=14.651182102100002 13.622618370000001 196.65693750130004 117.38883580790001 201.37020668845003 87.29692395375001 16.355382140900002 117.30011668960002 14.351157895250003 86.597924839850023 62.095317438950012 22.732890661650003 23.606333875400001 13.042786209850002 23.302979953550004 92.913112988300014 8.4434108459500017 61.93938686740001 183.38674815750002 61.971648364950006 190.94194574995001 61.923256118600001 198.65201223855004 43.758818131150008 16.455384477450004 16.485385178400005 22.620341628000002 22.765858321950002 14.351157895250003 13.482409244300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 6 -5 26 9 10 11 13 -13 -8 -14 -10 18 22 -17 21 -19 -20 -18 -24 -22 -21 28 -28 -1 -29
right_child=1 -3 -4 4 -6 -7 8 -9 15 -11 -12 12 14 -15 -16 16 17 20 19 25 24 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0028653537282774116 0.022981098606586921 0.045905518051487931 -0.034337096582312709 -0.076726348194859365 -0.053962702132324104 0.046806055094736586 -0.0030899220939839978 0.040978958769900931 0.053018518079123167 -0.070788805266149155 0.081489220193975753 0.061369207587623147 -0.08799253459399925 -0.10153801018141742 0.030435065593731721 -0.038252990508671224 -0.024201717134789816 -0.0018738620816571171 0.027141287315882247 0.030238256375787878 -0.035061044096351184 -0.043668004054868731 0.074492693592226988 -0.012056993419941455 -0.10145492324854724 0.079295561872263998 -0.059961663172303239 0.045259731182947294 0.08830783130502505 -0.0021604938024363213
leaf_weight=0.59585456013144966 0.087733718726667465 0.11762654374069825 0.085095636604819447 0.12790269236525498 0.12535630791899155 0.13346301217097778 0.11395592468034044 0.15800907070308756 0.12686184787889931 0.11827042978256941 0.093290340421276596 0.14619314033188857 0.070577742711144253 0.13212813425002423 0.054636622648104094 0.11834705953197022 0.09331816704798257 0.1764703718513374 0.10808947656187229 0.14479446269342588 0.087666812800307525 0.10459661738764225 0.096736652665185829 0.062378424183407333 0.093914480117902599 0.13427558386410965 0.16106967816131179 0.2235805848831095 0.076290237244393211 3.3062020611165508
leaf_count=530 25 19 17 37 37 17 18 27 12 12 12 22 100 25 16 24 19 32 20 27 14 26 29 15 27 20 33 25 10 1653
internal_value=-0.000118153 0.0154722 -0.00524054 -0.000766514 -0.0055176 -0.00291997 -0.00593058 0.00182207 -0.00156989 -0.0138727 -0.00285155 -0.018056 0.0163014 -0.0559489 -0.0363173 0.00508665 0.000104854 -0.0143113 0.01453 0.0272329 -0.036119 -0.00768192 0.0166207 0.0405623 -0.0694002 0.0538424 0.00040397 -0.00181038 0.0125633 0.000843159
internal_weight=7.27469 0.290456 0.172829 6.98423 2.46322 2.33787 2.2044 4.52101 2.0765 0.729052 0.610782 0.517492 0.271408 0.246084 0.125214 1.34745 1.22059 0.610485 0.610103 0.491756 0.358052 0.212686 0.252433 0.159115 0.181581 0.27907 4.363 3.69085 0.672145 3.52978
internal_count=2900 61 42 2839 561 524 507 2278 470 205 193 181 138 43 116 265 253 136 117 93 73 46 63 44 41 47 2251 1711 540 1678
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=19 7 6 6 7 7 17 7 10 17 18 10 10 18 17 17 17 3 13 16 18 6 2 3 16 0 13 13 2 6
split_gain=0.00605282 0.0197811 0.0303035 0.00886875 0.0500696 0.0540264 0.0361973 0.0380293 0.0219698 0.0283977 0.046637 0.0440823 0.0443829 0.0284292 0.0343022 0.0304474 0.0283305 0.0259192 0.0206992 0.0239697 0.030886 0.0975172 0.0549978 0.0392319 0.0321342 0.0305976 0.0281602 0.0618912 0.0698955 0.0427519
threshold=14.651182102100002 23.824098587650003 16.505385645700006 16.505385645700006 23.824098587650003 23.789355599150003 200.23903127160003 23.074695113900002 64.84561010645001 196.15688609640003 13.303774303900001 62.068432857650002 62.009286778800011 12.933745112000002 186.83097010915003 185.45203303005005 188.94422143290004 94.319176590550015 117.70876232545002 22.604947139800004 13.5308213324 16.395383075500003 224.18737221905002 90.367143138750023 22.624947093000003 86.530713386650021 117.38883580790001 117.47217800995001 192.12593012350001 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=3 2 -2 18 5 6 7 8 9 10 11 12 13 14 15 17 -15 -5 19 26 21 -21 -22 -24 -23 -26 29 -28 -29 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 -10 -11 -12 -13 -14 16 -16 -17 -18 -19 -20 20 22 24 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.002762901462570003 -0.055745599942642526 0.052113316543281343 0.026166066152931863 -0.084670249014011101 -0.074036914104127674 0.10107088171812006 0.075607760967757121 -0.050961287468583596 -0.073217684985936157 0.079779422953692961 -0.10164708109514071 0.059538696403608253 -0.078088703406110543 0.064261740300680478 -0.10204657541592335 0.1001992700796463 -0.01676046531708297 0.0001397221239863513 -0.052451393688957994 -0.056555612875720966 0.084405846027025042 -0.017252924919577247 -0.048126069645286679 0.036578967436399761 0.027286436546582762 0.10051887946701391 -0.074787860026493458 0.022811019551482216 -0.05595739561316692 0.025495577961530888
leaf_weight=3.2581122738671628 0.071544729977176647 0.092724554473534226 0.12249203917235718 0.042115759213743109 0.10606211603862892 0.048487869091331848 0.050903182450951934 0.19225231618929683 0.041043689238676961 0.044138601631857455 0.044869585862329586 0.11743476230284244 0.077460957456736423 0.11767651032505455 0.039116893643949879 0.026319304713979363 0.06814959785975816 0.24959049193856764 0.071542171528562792 0.19488892047900197 0.15290992619702592 0.10540457939424641 0.082617986081459094 0.16169144558080006 0.2087484023354591 0.078511365223675966 0.15906730151800719 0.33967133163423568 0.1685559720275478 0.64064540254524605
leaf_count=1863 17 11 33 11 32 2 9 51 29 6 15 26 21 37 5 5 21 242 16 40 24 26 21 33 66 7 21 45 44 121
internal_value=-0.000115317 0.0141198 -0.00403619 -0.000707955 -0.00827093 -0.00225547 -0.0067647 -0.0107198 -0.00180584 0.00173885 -0.00266188 0.00335742 -0.00727657 0.00282563 -0.0136798 -0.00281079 0.0345478 -0.0121049 0.000994507 0.00168335 0.0158333 0.00127184 0.0373721 0.00793431 0.029973 0.0473017 -0.00136841 -0.0203508 -0.0033129 0.00188054
internal_weight=7.17475 0.286761 0.194037 6.88799 1.26562 1.15956 1.11107 1.06017 0.867916 0.826872 0.782734 0.737864 0.62043 0.542969 0.357142 0.318026 0.185826 0.291706 5.62237 5.55082 0.984773 0.587553 0.397219 0.244309 0.392664 0.28726 4.56605 0.667295 0.508227 3.89876
internal_count=2900 61 50 2839 512 480 478 469 418 389 383 368 342 321 263 258 58 253 2327 2311 217 139 78 54 99 73 2094 110 89 1984
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=8 8 0 9 9 2 17 4 16 2 17 0 19 10 10 2 16 14 9 15 15 15 15 16 3 10 18 15 15 17
split_gain=0.00625792 0.0240985 0.0416113 0.0108972 0.0424993 0.033278 0.0441531 0.0261217 0.031029 0.0199983 0.0209813 0.0193473 0.0190043 0.0156855 0.0275535 0.0141452 0.0195587 0.023504 0.0206672 0.0193123 0.0938981 0.0678035 0.0471758 0.0457023 0.0412425 0.103565 0.060808 0.0531279 0.0449936 0.0311171
threshold=8.8430989333000021 9.3427090425500019 88.576630023850015 214.22994816675003 210.97856947250003 173.78410684300005 200.39804233735001 301.91036987065007 18.764956119400004 357.36576196840008 207.18249964335004 92.851278451300018 14.651182102100002 75.779569322950024 78.962703749400006 308.2991537635001 11.934972090850001 384.93581166080008 41.133939724950004 31.385732506450001 32.188927121800006 31.000143748900005 30.505324983850006 20.394952307700002 86.302194445500007 70.026268923800004 13.482409244300003 28.566186095050004 28.321365561200004 188.07781354100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 9 -6 -7 8 -5 12 -11 -9 15 -13 -15 16 18 19 -1 21 -21 22 23 24 25 -18 -26 28 -27 -22
right_child=1 -3 -4 7 5 6 -8 11 -10 10 -12 13 -14 14 -16 -17 17 -19 -20 20 29 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=0.0047546846053080766 -0.085416319123675047 0.0098232350621990597 0.0061097117684255839 0.010451196166643598 -0.081767602227052608 0.055670568674821709 -0.064576992038357567 0.032122956233912391 0.088931315576404588 -0.08727957046888149 0.038022490741558751 -0.10062613197891078 0.032823372886481704 0.045264488469179201 -0.10031576709164039 0.028435995073983159 0.08525695176373671 -0.049882393972903338 -0.090295599971207618 -0.089389023560785 -0.019297327105630393 0.098167695903229574 -0.073797612061150569 0.086100474499651039 0.0042876789619164793 0.005393463008358506 -0.075310686066391422 -0.059019229503081555 0.091865583714614424 0.0050888201053984495
leaf_weight=0.043046724882486731 0.094582808154768716 0.23733089726306389 0.10461543100063864 0.13655910870158994 0.11117407623943609 0.059380092077987001 0.062862123573722783 0.05171702487859875 0.079829113732557744 0.048770225580476168 0.018406984345801902 0.032100284493878917 0.19259777529805422 0.032788475320558064 0.021542665523156757 0.18063894268688319 0.17756269438541528 0.090121204560091317 0.048819017298285416 0.12140081253392088 0.65506031606988946 0.082345686969347187 0.072186321097546968 0.073096401298471281 0.30031543003425998 1.0159384293528573 0.14105013920072906 0.12232857545677678 0.063960890081943833 2.600510721153853
leaf_count=203 50 85 23 110 47 24 25 21 15 61 18 33 32 21 65 175 22 48 227 32 157 12 24 40 281 502 69 46 8 424
internal_value=-0.00010452 -0.0117023 -0.0373484 0.000658391 -0.000304322 -0.0421743 -0.00616582 0.0177154 0.0394038 0.00131156 -0.052946 -0.016256 0.00192097 -0.045204 -0.0124591 0.000892754 5.51929e-06 0.000767678 -0.0457567 0.00160897 -0.00303801 0.0092685 0.0055458 0.00856942 0.00545753 0.0139687 -0.0211501 0.00343986 0.0105151 0.000182032
internal_weight=7.07264 0.436529 0.199198 6.63611 6.28157 0.233416 0.122242 0.354537 0.216388 6.04816 0.0671772 0.138148 5.98098 0.0864314 0.0543311 5.78838 5.60774 5.51588 0.0918657 5.42576 3.37697 2.04878 1.96644 1.89425 1.82116 1.37979 0.441366 1.20223 1.0799 3.25557
internal_count=2900 158 73 2742 2477 96 49 265 125 2381 79 140 2302 119 86 2270 2095 1665 430 1617 613 1004 992 968 928 578 350 556 510 581
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=9 9 0 0 16 9 0 16 12 12 2 2 9 14 9 8 0 7 16 7 9 2 18 2 16 9 15 15 16 18
split_gain=0.00539856 0.0189727 0.0315864 0.0910035 0.0406142 0.0236981 0.0208676 0.0254823 0.0198334 0.0231815 0.0260864 0.0260665 0.0253337 0.023701 0.0291998 0.0166451 0.0163557 0.0255352 0.0201664 0.0164771 0.0144132 0.0190333 0.0218136 0.0204995 0.0162778 0.0217615 0.0133618 0.0398164 0.0364468 0.0582406
threshold=207.37918994975004 212.35308743945004 88.576630023850015 91.410264893400026 18.934955721800005 210.70699256735003 101.99741301110002 18.684956306450005 113.21840097485001 184.58092739055004 166.57119979220002 195.12355368615002 220.28141982375004 462.66931228825007 212.89864875025003 9.5425530862500008 97.483491810050012 26.752366550650006 22.644947046300004 28.961691114250005 206.65653280825003 325.75432260090003 14.117867417450002 308.2991537635001 11.934972090850001 41.133939724950004 28.452330424200003 28.321365561200004 18.684956306450005 14.025183600500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 -4 5 6 7 -5 15 12 -11 -12 -10 14 -13 -3 18 -18 -16 -19 21 23 -23 24 25 -1 27 -26 29 -28
right_child=1 8 3 4 -6 -7 -8 -9 9 10 11 13 -14 -15 16 -17 17 19 -20 -21 -22 22 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0042802073177914089 -0.079233723702646419 -0.074053004580040618 0.086926896961904532 -0.057709910327405183 -0.091804576731396137 -0.056073478303702108 0.077584844184762483 0.061707609819528941 0.061903227514016251 -0.06804941122778789 0.045304069178086125 0.07623858589306437 -0.03079786026645949 0.077519871056940554 -0.085780062200066495 0.0076465040019723027 0.076552895384764577 -0.082553956633253253 -0.0059596613796233265 0.053395898989207782 0.042028373472272958 -0.10095710053795018 -0.0092358470627815752 0.050049325546977455 0.0062357762863391522 -0.10019099777478013 0.015380296750659078 0.092488518132251618 0.0004710881743153518 -0.094527329414813246
leaf_weight=0.043037289935369816 0.080956247261837921 0.055601225760256057 0.07596471457509324 0.0471891931385926 0.090032933121619863 0.06918728083149972 0.038889064845690768 0.028759313892805949 0.13431085780052854 0.052292531695457001 0.12245973329891058 0.027310383659823856 0.037770441813819389 0.027312925192177318 0.081225385944208028 0.045217076584890492 0.029258820207360259 0.031469923327222205 0.051861445626855129 0.012438819501994658 0.084905707351936033 0.038552429746942951 0.079188942172493171 0.085150042224313327 1.3581147885515035 0.037149745703532133 0.0893286446107594 0.055715656664688029 3.8582408399045285 0.10475150718457371
leaf_count=203 37 24 19 51 24 43 28 7 60 15 63 11 36 19 47 16 17 34 24 41 33 47 116 72 834 204 23 6 692 54
internal_value=-0.000101744 -0.00639737 -0.022942 -0.00992234 -0.0367675 -0.00984098 0.0180132 -0.0124902 0.00366626 0.0104809 -0.00179438 0.00724373 0.0415561 -0.0106223 -0.0209296 -0.0374107 -0.0337958 0.00418304 -0.0546755 -0.044041 0.0011279 0.000523874 -0.0392684 0.00135584 0.000608273 -0.0441201 0.00126443 0.00963479 -0.00165594 -0.0439405
internal_weight=6.97364 1.13951 0.430979 0.350023 0.274058 0.184025 0.114838 0.0759485 0.70853 0.607711 0.43563 0.383337 0.172081 0.260878 0.233565 0.100818 0.206254 0.0731676 0.133087 0.0439087 5.83414 5.74923 0.117741 5.63149 5.54634 0.080187 5.46615 1.41383 4.05232 0.19408
internal_count=2900 616 209 172 153 129 86 58 407 367 271 256 96 193 174 40 163 92 71 75 2284 2251 163 2088 2016 407 1609 840 769 77
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=17 9 6 6 19 17 5 17 8 9 15 13 0 7 5 9 5 16 18 0 5 8 5 3 0 15 10 0 7 7
split_gain=0.00949561 0.00863354 0.00685402 0.0182717 0.017971 0.0158714 0.0152213 0.0150811 0.0262684 0.0125051 0.0126715 0.0177741 0.0359964 0.013979 0.0186925 0.0160614 0.0128764 0.0122149 0.011701 0.012643 0.0294846 0.0223044 0.02226 0.0176222 0.0169113 0.0696312 0.0240923 0.0534063 0.0293059 0.0253812
threshold=157.96759137085004 43.506455664950003 10.715250360100002 11.175261108200003 13.751109481500002 219.29641589930003 17.369804050850004 242.64190980425005 3.1475436881500003 66.750324551100007 27.122924609850003 105.64833915220002 97.32487278035002 22.806258769100005 5.2595069053500012 58.059373288650008 5.1107589332000005 18.054957779650003 17.108018746400003 98.615332683000005 14.232256078500003 7.7439566930000003 16.222050829800004 81.70761950055001 97.152811460000024 23.969938375100003 71.52105164435001 95.502098167950024 25.113507579400004 23.699538637550003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 18 -7 8 9 10 11 12 -2 -14 16 -16 -15 -10 19 22 21 -21 23 -5 26 -26 27 -24 29 -28
right_child=2 -3 3 5 -6 6 -8 -9 17 -11 -12 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.071648003967697049 -0.10072760633381567 -0.10058584213760635 0.046719866375052488 0.0072248165630878457 -0.078216871401594598 -0.10043349319239506 -0.0029862269627952708 0.054114099157652897 -0.10024469703008024 0.056061418681877376 0.052138727991188495 0.1002252769598428 0.032577554860480688 -0.009775161948063972 -0.086992058741924588 0.064334017513165684 0.090636989452443251 0.067264859880749289 0.041384602884206492 0.053795748393434518 -0.06345241559264729 -0.045868528916147053 0.00082080554487510464 0.068331153023175745 -0.10111392955309442 0.018616841227836942 0.04878042679209689 -0.081025156376785964 0.077182936903005483 -0.022840587397025203
leaf_weight=0.0035517188296266813 0.046360105289778519 0.016118036278427894 0.086039076602901221 0.10454818974540092 0.037252781106531074 0.03043114026513638 0.033869403856215285 0.03825521858175307 0.041249017149475264 0.033267366271502397 0.031131450302950725 0.012765550520271063 0.071458794371096701 0.079043600723082363 0.049845378678469388 0.0081623860751278698 0.015231928382263504 0.0048668474119040175 0.070352764026210823 0.057604293305757781 0.09753490260959552 0.036800030693484587 5.2336158065897944 0.086028251040261239 0.079769230360397958 0.1242000243100847 0.087166050077485013 0.08095888007483143 0.088390525699196587 0.11444618396490114
leaf_count=26 94 70 39 27 28 29 17 46 186 17 23 2 52 252 141 4 9 5 44 22 126 35 1385 22 22 37 50 31 29 30
internal_value=-0.000104777 -0.069486 9.35634e-05 0.000947067 -0.0115775 0.00032449 -0.0491045 -0.00582616 -0.0116552 -0.00223837 -0.00841507 -0.0150794 -0.0205289 -0.0039115 -0.021034 -0.0656987 0.00644825 -0.0825665 0.000832092 0.00037127 -0.0248929 0.0149453 0.00117959 0.0348089 7.62198e-05 -0.028208 0.00110558 -0.000425984 0.0291729 0.0081244
internal_weight=6.90031 0.0196698 6.88065 6.41175 0.46889 6.32572 0.0643005 0.431638 0.393382 0.347267 0.313999 0.282868 0.270102 0.223742 0.152283 0.0580078 0.0942755 0.0461159 6.26142 6.19106 0.191939 0.0944043 5.99912 0.190576 5.80855 0.203969 5.60458 5.31457 0.290003 0.201612
internal_count=2900 96 2804 1945 859 1906 46 831 785 594 577 554 552 458 406 145 261 191 1860 1816 183 57 1633 49 1584 59 1525 1416 109 80
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=3 9 9 16 5 13 7 5 15 5 19 9 13 17 5 13 4 13 5 13 6 2 5 3 9 18 16 6 18 15
split_gain=0.0057288 0.0188776 0.0308673 0.0140477 0.0113871 0.0204798 0.024222 0.0133263 0.0319772 0.0245895 0.0200915 0.0210039 0.0154102 0.0433287 0.0186811 0.046369 0.0368865 0.032629 0.0158918 0.0484978 0.0232607 0.0342462 0.057623 0.0326673 0.0323767 0.0530794 0.0280622 0.0380582 0.0649917 0.0399617
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 30.133297129900004 119.04223755815001 19.975862989550006 25.763052016400003 51.067537391750008 24.779543538450003 13.051052998800001 65.407743180450012 117.69263157665002 188.31851043910004 23.606333875400001 117.68187774410002 266.97556800805006 117.47217800995001 23.151456684850004 117.54745483760001 16.455384477450004 192.12593012350001 22.443872254700004 92.751805500450018 193.60452210450003 13.216310940950001 22.604947139800004 16.395383075500003 13.5308213324 38.198215516250009
decision_type=2 2 2 2 2 2 2 2 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 12 11 -9 14 -14 15 18 -16 -18 20 -20 26 22 23 -22 -25 -26 -1 28 -28 -30
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 -13 13 -15 16 -17 17 -19 19 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.00041073221737427469 -0.10101094470737411 0.07861691439299584 -0.10042887973802475 0.087362642580470898 0.032467775664894311 0.02033768030593041 -0.10067146304223001 0.074307451359135523 -0.075898768030931124 -0.056036283340397001 0.075805594473807705 -0.10022669544977976 -0.021793366915326479 0.053750184400459311 -0.10107359523607005 -0.093248401033534045 0.0447198880451544 -0.034732883614161894 -0.017839761368117081 0.075209944656640479 -0.050235132635417901 -0.058720220204760892 0.051896332529405245 -0.027959741137611641 0.079530186879115325 -0.0151890171733082 -0.051034699506511821 0.06461647287438449 0.091559527017667133 0.0060054408207604751
leaf_weight=3.9499212265625836 0.023966404919519735 0.028371774265906424 0.02365195487207572 0.0047901157231535754 0.10767536358855512 0.026870264671742805 0.043032492799284228 0.012542796379420795 0.02334811404024606 0.078481994489742024 0.08801803080928039 0.015313073188252702 0.13105396286118765 0.18048689948045649 0.052978775779678133 0.052384571637958177 0.076892501899692434 0.15768173023911913 0.11531330664898565 0.10892243674607016 0.21423059438052383 0.1435848291982893 0.14352830598363653 0.26611251896247268 0.097904484136961401 0.14951200030418477 0.12634845444699738 0.16597578360233456 0.087251187243964523 0.14587663247220917
leaf_count=1928 20 8 117 2 46 4 43 6 40 84 42 53 24 33 56 6 20 48 31 20 32 35 22 36 16 33 20 25 17 33
internal_value=-0.000108296 -0.0265811 0.00481642 -0.0688017 0.00020799 -0.000314074 -0.0541562 0.0002576 0.0308673 -0.000403674 0.0523802 -0.0216384 0.000282186 0.0219717 -0.000833889 0.000406487 -0.0257096 -0.00868858 0.00126502 0.0273591 0.000199271 -0.0134693 -0.00601216 -0.0174328 -0.0037486 0.0222921 0.00329888 0.0250096 0.00672249 0.0380252
internal_weight=6.84202 0.0807802 0.0568138 0.0284421 6.76124 6.65357 0.0699028 6.58366 0.139222 6.44444 0.115874 0.0278559 6.36596 0.311541 6.05442 5.76687 0.287553 0.234574 5.71448 0.224236 5.49025 1.01487 0.871288 0.72776 0.513529 0.247416 4.47537 0.525452 0.359476 0.233128
internal_count=2900 147 127 119 2753 2707 47 2660 141 2519 101 59 2435 57 2378 2254 124 68 2248 51 2197 174 139 117 85 49 2023 95 70 50
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=6 6 10 3 19 15 15 17 9 18 5 10 3 12 5 6 19 2 16 7 16 6 12 13 2 2 7 18 10 10
split_gain=0.00539378 0.0270794 0.0137959 0.0171005 0.0231247 0.0171325 0.0290399 0.0166416 0.0306998 0.0172618 0.0248108 0.0133341 0.012731 0.0124874 0.0237682 0.00973095 0.0101768 0.0299258 0.0289307 0.0217222 0.0177057 0.0149384 0.0117684 0.0160591 0.0138914 0.0216794 0.0142639 0.0203978 0.0139844 0.011334
threshold=13.665319288000001 13.775321858200002 78.220689305400015 81.968399939250006 13.351077205700003 21.274833872300004 20.937157557000003 212.86611723275004 56.039380217300014 13.901940775400002 13.264960807550002 78.433077497700012 80.043463917850019 213.62869376460003 17.708776378750006 1.8100422913500003 11.950964240300001 205.16057895720004 16.514961380800003 26.452067539250002 14.184966829400002 8.5201990730500015 176.04981466085005 98.238948544700023 175.40496222385005 219.74617996645003 24.620903395300001 17.248993197150003 90.740838818900016 104.14280259920001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 9 10 -5 -4 15 14 -10 -13 20 18 -18 -19 22 -21 23 -17 -24 -26 -27 -28 -29 -30
right_child=1 -3 11 7 -6 -7 -8 -9 13 -11 -12 12 -14 -15 -16 16 17 19 -20 21 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=-0.100344355982751 0.050101804783968855 0.00011923250982355013 0.050633951115285472 0.049634567876897517 0.016398337166885907 -0.10031827597360732 0.058635530036035832 0.061713267479019833 -0.07029168925420344 0.059668591873921741 -0.056022925728277245 -0.10012101686241735 -0.10024105778005775 -0.08172045310888025 0.050841705618435096 -0.1005021006630865 -0.1003029901970502 0.091493126501381389 0.059327409061996031 -0.10019596026471529 0.054359067647666452 0.024806139776729436 0.066772962259462179 0.022203981672445583 -0.067382075165674168 0.06086963944977291 -0.10025439653993216 0.061929141005424015 -0.10017775116409613 0.096219537931119523
leaf_weight=0.023248536762821348 0.11051267173024815 5.6511675237056203 0.055373168074083878 0.039321467471353344 0.043299163116898853 0.070161206552711519 0.02271664867294021 0.032774926626188972 0.038503936826600693 0.058380212619056238 0.051116692112827877 0.0092358164596220149 0.012640319498132158 0.062017733148849175 0.027961270575076469 0.024587071712758757 0.053479335470115075 0.029795042772093439 0.014413336322832038 0.014993504753419984 0.079451280355442577 0.026382097064924892 0.03555596519976234 0.018836973365978338 0.038628163896362366 0.047887291028928303 0.018398158646505181 0.031873689564918095 0.012134373418064115 0.0038773309465227604
leaf_count=43 34 1532 35 18 26 111 4 11 19 67 38 137 26 61 34 136 97 17 14 39 33 24 50 11 94 19 38 41 76 15
internal_value=-9.72297e-05 0.00107793 -0.00688819 -0.0193571 -0.045973 -0.0692289 -0.0217742 -0.00567252 -0.013637 0.0172792 -0.0100843 0.00420886 -0.00123559 -0.0494465 -0.019332 0.00148776 0.00357182 -0.0189183 -0.0664141 0.02639 0.0136208 -0.0204916 -0.000343812 -0.0472733 0.0104755 -0.00262481 0.0192849 -0.0107584 0.0236271 -0.052619
internal_weight=6.75872 5.76168 0.997045 0.469502 0.159426 0.116126 0.0459652 0.310076 0.277301 0.148818 0.0904382 0.527543 0.47217 0.128483 0.0664652 0.459529 0.450294 0.139063 0.0678927 0.0711706 0.31123 0.0413756 0.231779 0.043424 0.188355 0.152799 0.114171 0.0662836 0.0478854 0.0160117
internal_count=2900 1566 1334 432 184 158 47 248 237 123 56 902 867 114 53 841 704 191 111 80 513 63 480 147 333 283 189 170 132 91
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=8 8 0 9 15 2 17 8 5 19 6 7 9 9 7 9 10 17 0 2 17 12 4 19 15 15 7 6 5 0
split_gain=0.00535773 0.0204309 0.0372604 0.00966135 0.015698 0.00940585 0.0318252 0.0187812 0.0166294 0.0154902 0.029294 0.0390416 0.0586896 0.11213 0.0360419 0.0277473 0.0302378 0.0240889 0.0280548 0.0210821 0.0739238 0.0304721 0.040314 0.0234158 0.0208734 0.0722185 0.0594423 0.0745569 0.0524582 0.03021
threshold=8.8430989333000021 9.3427090425500019 88.576630023850015 212.89864875025003 37.128521979500007 59.615984903700003 181.49225329600003 8.7431769115000026 21.964328598750004 14.451165964200003 16.465384711100004 22.726915405250001 195.74493321760002 197.58039077460003 22.638073512250003 188.78154115175002 61.885617704800005 204.13511856875002 85.447264760050004 192.12593012350001 199.01194954300004 179.95305839630004 196.92079858070002 14.551174033150001 40.128253618400009 39.466660082200001 23.195026784100005 15.545363214900002 23.151456684850004 88.232507383150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -3 -5 6 -1 9 -9 10 24 14 -13 -14 15 16 -12 18 -11 21 -21 22 23 -20 25 29 -26 -28 -29 -7
right_child=1 3 -4 4 -6 7 -8 8 -10 17 11 12 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.020552694941312365 -0.083684412102231404 0.03351921500159976 0.0061198267541821734 -0.049238121600839305 0.020699296769484475 0.026254285805004825 -0.053413416410243546 0.060755510301427895 0.00059518324229253217 -0.037128552010953643 0.00022787638484719864 -0.083181780527452481 0.074946302241019516 -0.060918482068305219 0.098402032079284205 0.048105282375986241 -0.077674060705587633 -0.025449856359721929 0.069764888411519066 -0.06985486901387826 0.043285912968398357 0.07072683419397606 -0.016599818007652083 0.014021572922133791 -0.059193588020099309 0.082826034817547217 -0.074310123104492018 0.078997245880119069 -0.0048903940604881277 -0.0020637943525606958
leaf_weight=0.10862657127563569 0.086529714803532332 0.094079043702436138 0.099130656261877448 0.054982123579520703 0.077097248729842249 0.43505988005085194 0.12523687238171988 0.098807457659859099 0.085884759837426827 0.087686983689650111 0.17402352995805426 0.18126552407949248 0.098456507184891962 0.15859105495110271 0.037024887241841498 0.073258679141286365 0.06981480836500964 0.15662348070327425 0.15252551110461354 0.098038709252250555 0.14052430577564223 0.15198649905858019 0.18988946528406814 0.14894469524733722 0.20668137033408118 0.11366822615127592 0.08760595375335356 0.12845219581504352 0.17762765150064297 2.8095259736969531
leaf_count=25 50 34 23 24 27 169 40 24 22 26 221 49 10 40 10 19 45 45 21 35 22 29 31 19 47 13 45 14 34 1687
internal_value=-0.000101152 -0.0111516 -0.0357347 0.0090295 -0.00841432 0.000621671 -0.0190571 0.00138085 0.03278 0.000394142 -0.00210538 -0.0196557 -0.0396068 -0.00887842 0.00503869 -0.0058626 -0.0220767 0.0109386 0.0168166 0.0221803 -0.00320988 0.0315954 0.0194913 0.0422243 0.00140783 0.0044781 -0.0157662 0.00703274 0.0303146 0.00173332
internal_weight=6.70765 0.411819 0.18566 0.226158 0.132079 6.29583 0.233863 6.06197 0.184692 5.87728 4.75106 0.792435 0.438313 0.257048 0.354122 0.317097 0.243838 1.12622 0.969596 0.881909 0.238563 0.643346 0.49136 0.30147 3.95862 3.35825 0.600367 0.393686 0.30608 3.24459
internal_count=2900 158 73 85 51 2742 65 2677 46 2631 2403 394 99 50 295 285 266 228 183 157 57 100 71 40 2009 1869 140 93 48 1856
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=9 9 17 9 17 9 16 10 6 15 15 9 5 15 5 3 18 17 16 16 9 17 12 6 7 15 6 0 0 19
split_gain=0.0055431 0.0306769 0.0787425 0.0288049 0.0244957 0.0289813 0.0417738 0.0584916 0.0350471 0.03193 0.0323597 0.0272809 0.0257824 0.0355815 0.0481195 0.041004 0.0448273 0.0221776 0.0241279 0.0218342 0.0215678 0.027778 0.0336372 0.0214776 0.0207809 0.0291963 0.0333263 0.0297384 0.0196505 0.0203003
threshold=202.37225149245003 203.09362050815002 195.89498576185002 204.09084027260005 196.65693750130004 204.88165762580005 22.584947186600004 63.154569942350008 16.015374196650004 35.34809845485001 33.551906023850009 213.24207352880003 30.133297129900004 29.049007317550004 22.000536998450006 83.511574906150017 15.502113896900001 189.90635174060003 9.744977212000002 19.134955254150004 201.2906445504 198.88358152355002 174.50826892475001 16.395383075500003 24.785467646950003 29.593577021650002 14.415336812050002 97.835679825150024 98.031937268650012 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=20 2 -2 19 12 -6 7 -7 9 10 24 -8 13 15 -15 16 -5 18 -18 -3 -1 22 -22 -10 -9 26 27 -26 -29 -30
right_child=1 3 -4 4 5 6 11 8 23 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00024399608849069205 0.024365696548076521 0.076641217381920257 -0.089956177447978403 -0.095031510176073128 -0.049462002825555601 -0.10120498622100096 0.072230556590978753 -0.071283081199966222 0.088610151930231404 -0.069273287154884913 0.084112753221109893 0.0043988301279237283 0.046129478534531809 -0.10147744206790794 -0.017228051799148388 0.057442794898186246 0.048666644591812171 0.054469535337720656 -0.081911925742535349 0.00036180254917873947 0.041860086833088783 0.060111721327917235 -0.032788431004403845 0.010416109721341204 0.072218152666894561 0.068484834642780712 -0.092260481211746598 -0.10133605472490644 0.036404745146626338 -0.048203351448393585
leaf_weight=4.2586390466464916 0.11077363530126039 0.082223564056363219 0.13209459093195619 0.062857777465978648 0.086089302849359228 0.054634473204259848 0.15313567018893082 0.042653559336031321 0.072072758201102261 0.069065983854187607 0.045154234927395009 0.09675246224651346 0.054092604899778962 0.11298499608392376 0.16949287586862738 0.084770563038318869 0.022730805439557855 0.056833842105334043 0.037488024205231341 0.06902836284393743 0.11922690970849448 0.13952667276680586 0.1222673144793589 0.068523980422469322 0.049722052819561213 0.055738343772418375 0.042396229357109405 0.023465997539460659 0.064274243275008303 0.05074900130603055
leaf_count=1954 31 27 24 34 27 17 32 13 24 46 12 30 13 55 73 34 30 28 33 17 23 25 18 21 16 30 23 3 98 89
internal_value=-9.15653e-05 -0.00453609 -0.0378133 0.000143873 -0.00385753 0.00593656 0.0113053 -0.00226137 0.00699793 -0.00680165 0.00473015 0.0459673 -0.0197305 -0.0262415 -0.050926 0.000102831 -0.0269147 0.00966427 -0.0326224 0.0418288 0.00179539 0.0245894 0.00406592 0.0505 -0.00616489 0.003535 -0.0121635 0.00587902 -0.0179388 -0.000924896
internal_weight=6.60946 1.9698 0.242868 1.72693 1.57568 0.974428 0.888339 0.638451 0.583816 0.44322 0.374154 0.249888 0.601251 0.547159 0.282478 0.264681 0.17991 0.117053 0.0602188 0.151252 4.63966 0.381021 0.241494 0.140597 0.328999 0.286346 0.230608 0.188211 0.138489 0.115023
internal_count=2900 880 55 825 781 481 454 392 375 330 284 62 300 287 128 159 125 91 63 44 2020 66 41 45 272 259 229 206 190 187
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=12 12 14 14 2 7 9 12 12 15 19 16 15 3 10 6 6 13 10 5 19 19 9 17 17 17 9 13 3 5
split_gain=0.00551805 0.0450147 0.0328499 0.0320252 0.0327443 0.03012 0.0291396 0.0213961 0.0257386 0.0199232 0.0181946 0.0181066 0.0682374 0.0659425 0.0374839 0.0531289 0.0538961 0.031044 0.0199298 0.0197856 0.0246842 0.029407 0.0252859 0.0129069 0.0128266 0.0138502 0.0183033 0.0130623 0.0324372 0.0553596
threshold=114.86856072930001 116.69318432075001 181.38224455095002 181.38224455095002 103.98563613345001 25.451258541350004 202.37225149245003 129.90914191640005 132.42929831470002 23.356956033300005 14.551174033150001 20.394952307700002 29.593577021650002 90.025708956200006 68.214248143850014 14.835346625500001 14.515339148550002 117.48293184245001 61.960894532450006 16.892865140250006 12.651020723000002 13.051052998800001 201.2906445504 195.10209338440004 166.83257850275001 169.61846646075003 60.983947735000008 117.64961624655002 93.249170254600017 22.963361893800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -4 23 9 -9 -6 11 12 14 -13 -1 16 19 -15 -19 20 22 -22 -16 -5 -10 26 -26 28 -27 -30
right_child=1 3 5 4 7 -7 -8 8 24 -11 -12 13 -14 17 15 -17 -18 18 -20 -21 21 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.066845550864358533 0.079750653963386375 -0.078710707108223366 -0.10133720603736172 0.031869101818897072 0.028246051180907551 0.019415965882457698 -0.016893938509271046 0.052975865701169078 -0.044752753740335216 -0.078764865154343763 -0.034970402597126547 0.078995848937937346 -0.10183504752579707 -0.036685990087760315 -0.018333179608621599 0.061350445145279847 -0.067150227302511897 -0.010854564017941081 0.042777564327566409 0.062172874817050618 -0.10120267193104907 0.018471952154629396 0.078237477687701715 0.079959553955497822 -0.030701356953679117 0.00051235580090377921 0.059858582592514586 0.013297212534095043 -0.061923363678289947 0.0010220122611809409
leaf_weight=0.069386454982605761 0.072418536948532508 0.05072868884053594 0.064176767492490572 0.14726027533311015 0.023851408321362899 0.030460969160237994 0.089423986507199515 0.089660793557413743 0.066431596776212021 0.064304175259849217 0.14584779323922692 0.12689827053691261 0.070568998145859041 0.16773836425272748 0.053312605881018271 0.1511656564085655 0.11143213340255897 0.12980663014241145 0.14861156663391739 0.068371882458450273 0.041426538212419928 0.040710486542593571 0.055173739557915269 0.089866608930606162 0.03101788557518137 3.1385137709031032 0.07957262319223446 0.52999152055463117 0.24041920145310758 0.33359317223210638
leaf_count=77 24 10 41 35 49 26 36 36 214 35 32 19 24 24 25 28 25 33 26 13 24 18 21 15 23 1498 55 145 64 205
internal_value=-9.5223e-05 0.00147727 -0.00547554 0.000337798 0.0011522 -0.0624705 0.0317501 -0.00102118 -6.73089e-05 -0.049812 -0.00156821 0.0023777 -0.00889356 0.0153895 0.00220461 0.0113902 -0.00899779 -0.00270175 0.0177727 0.0160222 -0.00053094 -0.041887 0.0307805 0.0500945 -0.00114341 -0.000477905 0.0344588 -0.00138861 -0.00348512 -0.025342
internal_weight=6.52214 5.04705 1.47509 4.97464 4.92391 0.0946377 0.326551 4.59736 4.5092 0.0881556 1.38045 1.2346 0.661548 0.573055 0.590979 0.521593 0.370427 0.446157 0.278418 0.258995 0.190623 0.082137 0.108486 0.237127 4.41954 4.35311 0.110591 4.24252 3.71253 0.574012
internal_count=2900 2444 456 2420 2410 67 86 2324 2240 84 389 357 255 102 231 154 126 83 59 101 88 42 46 50 2204 1990 78 1912 1767 269
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=0 9 3 8 7 3 5 4 5 0 7 7 18 19 19 3 0 15 13 5 5 5 6 6 0 16 19 13 13 18
split_gain=0.00563479 0.0150579 0.0397108 0.032475 0.0204689 0.0240615 0.0196176 0.0188474 0.018076 0.0152844 0.0186206 0.0274404 0.0228858 0.0190178 0.0138527 0.0118827 0.0109254 0.01058 0.0264361 0.0127214 0.0241242 0.0209707 0.0223929 0.0378786 0.0371204 0.0425302 0.0423441 0.0221963 0.0222839 0.021259
threshold=85.716110573100011 186.14781787895004 94.093346107550005 8.3434888241000014 22.557405306150006 94.507368659650012 30.133297129900004 375.86663358980007 36.806659819600007 85.509099297050014 19.617375644250004 22.296968840150004 11.780121045600003 13.451085274650001 14.451165964200003 93.770731131900007 71.249517373150013 46.574831689400007 117.61735474900001 24.375372008600007 23.953129400350004 23.398433971250004 16.455384477450004 16.505385645700006 86.458125017100016 22.614947116400003 14.351157895250003 117.53132408880002 117.50443950750001 13.24392582145
decision_type=2 2 2 2 2 2 2 2 2 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 14 8 9 10 12 -12 13 -1 -4 17 -14 19 -19 20 21 22 27 29 25 -25 -26 28 -2 -24
right_child=15 2 4 -5 5 -7 -8 -9 -10 -11 11 -13 16 -15 -16 -17 -18 18 -20 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.10086638270401774 0.0014833656026717109 -0.076106541480844836 -0.0012873386541088561 0.098954989900223958 0.079320699094387673 -0.026453174331624869 0.030665499574383772 -0.10041510735275164 0.097993721233762779 0.040666410946810276 -0.10092390560870866 0.026155288787103183 -0.016967348264701795 0.031938495284509712 -0.071329876139476014 0.020436621020948197 0.059995953758675183 -0.085734297397974307 0.019627044187546197 0.038811611970084599 -0.052003992088347786 0.034725712251127701 -0.012817957215396143 0.050980671501780775 -0.074457728753424129 -0.021272316594964074 0.0083175328630918002 0.028992908334196838 -0.058412908743341742 -0.072528763983679273
leaf_weight=0.028843405443126247 3.8160735500485008 0.10072869019856512 0.04581713280886035 0.034188540434115566 0.05328547768473868 0.03606049035624892 0.049044447252526879 0.018948826952367881 0.018562011352969421 0.059364722913997525 0.048853118476783308 0.026053751245171952 0.026749982023034136 0.017220489931787597 0.073588013190601487 0.29638122748929152 0.059405949928077462 0.047723064725801012 0.047533712766949066 0.085131710943642136 0.088237066414876497 0.17528501906781446 0.1004247810342348 0.19159075602510711 0.11728000384186998 0.14173658355139196 0.13064192068759439 0.29432299803011108 0.063141996855847426 0.14676843630491021
leaf_count=64 1934 63 39 10 30 22 12 36 9 20 116 15 28 46 35 47 35 38 15 25 25 35 19 30 24 27 22 38 9 32
internal_value=-9.33735e-05 -0.00858605 -0.0228643 0.00655072 -0.00206096 0.0366298 -0.0225826 -0.0038412 0.00257851 -0.00406747 -0.0168887 -0.0567238 0.00567923 -0.0512187 -0.0444537 0.00093705 0.0361001 -0.000124173 -0.0331583 0.00046393 -0.000156068 0.000727585 -0.000463815 -0.0154816 -0.00153708 0.0202574 -0.0308395 0.00251719 0.000508434 -0.0482706
internal_weight=6.43899 0.696715 0.358524 0.338191 0.257796 0.089346 0.16845 0.304002 0.285053 0.266491 0.207127 0.0749069 0.13222 0.0460639 0.119405 5.74227 0.0861559 5.44589 0.0952568 5.35063 5.2655 5.17727 5.00198 0.828442 0.581249 0.333327 0.247922 4.17354 3.87922 0.247193
internal_count=2900 580 201 379 138 52 86 369 333 324 304 131 173 110 74 2320 63 2273 53 2220 2195 2170 2135 154 103 57 46 1981 1943 51
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=16 16 15 4 4 3 10 7 16 13 13 15 9 2 19 16 13 13 12 0 10 5 5 9 8 8 0 8 18 14
split_gain=0.00553202 0.0507682 0.0386313 0.0274526 0.0273927 0.0237057 0.0488077 0.024179 0.0239278 0.0211184 0.0484235 0.0478552 0.0520018 0.0229912 0.0205748 0.0484715 0.124705 0.0645678 0.0395607 0.0228512 0.0686324 0.0233085 0.024182 0.0326323 0.0748939 0.0296096 0.0408559 0.053661 0.0311122 0.0360026
threshold=18.684956306450005 18.744956166100003 34.098324821200009 128.88186563570002 144.53986173305 82.979260196300018 70.085415002650009 25.256598800350002 19.214955067100004 108.61908538635001 107.97116697695002 28.777417478550003 189.78071820640002 59.615984903700003 13.751109481500002 19.974953289850003 112.82921081865001 113.13031812925001 126.98760210945001 90.437043050150024 65.727424373200009 19.500380888400006 21.197160116700001 196.26893085885004 8.6432548896500023 8.543332867800002 86.280686780500005 8.4434108459500017 13.340835220050002 300.26608985595004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 10 13 12 -11 -6 18 -16 -17 -18 -10 20 21 -19 23 -23 -25 26 -24 28 -28 -30
right_child=1 5 -4 4 9 6 7 -9 14 11 -12 -13 -14 -15 15 16 17 19 -20 -21 -22 22 25 24 -26 -27 27 -29 29 -31
leaf_value=-0.10183290011843077 0.07408922155228867 0.051835547603410352 -0.10157745677431403 0.081656340581103173 -0.10150554660763489 0.047284467633724417 -0.078613494196696498 0.0094402184004164294 -0.1015398782099823 -0.072680450352635914 -0.088301291954360345 -0.026439819356024324 0.090581918046588203 -0.0016303527359197185 0.045661986735704589 -0.10092899729460841 0.099359194624249914 0.050348962815833932 -0.00026405206446916094 0.035404990086189296 -0.080027780759135247 0.0036417379625223335 -0.0058121676608845433 -0.070595559443953196 0.022459360987655191 -0.010675445794046251 0.05092168037539551 0.075646892193011531 -0.018644310261459539 0.034083224820091393
leaf_weight=0.027433873154222854 0.094920025592727941 0.087184336691279785 0.040374803010052918 0.03917287555123028 0.023465396048663822 0.10979300360958166 0.11696426805610816 0.042521894465608057 0.057500281409829657 0.023498642129588521 0.07078305263755158 0.10591174699197836 0.11492338024800119 1.2979421258646917 0.23358561580039339 0.1215401286062846 0.066920022421982472 0.092920359777055039 0.1171579820727402 0.1755406450065492 0.10802342649549235 0.41650409146677736 0.68408336559853944 0.23972768700787128 0.13530738024746825 0.83817372800987033 0.17591694103612099 0.1788547198229935 0.32307158119510859 0.21612719615950482
leaf_count=4 18 24 53 11 18 35 70 14 14 138 53 35 29 1485 27 42 17 16 49 34 13 70 234 37 22 224 23 23 30 38
internal_value=-9.83012e-05 0.00170881 -0.00489963 -0.00260776 -0.000983287 0.000194654 -0.00081704 -0.0551368 0.00120201 -0.0029614 -0.00772036 0.0241547 0.0628664 -0.00340392 -8.1247e-06 0.00145659 -0.00128036 0.00203674 -0.0336057 0.000219672 -0.00159229 0.000974712 -0.000455527 -0.0156252 -0.0370227 0.00451397 0.0125817 0.0266571 0.0144045 0.00249048
internal_weight=6.37584 4.63234 1.74351 1.70313 1.6757 4.53742 4.45023 0.159486 4.29075 1.63652 1.39219 0.244334 0.138422 1.32141 4.18096 4.0063 3.77271 3.65117 0.174658 3.58425 3.40871 3.30069 3.20777 0.791539 0.375035 2.41623 1.57805 0.89397 0.715116 0.539199
internal_count=2900 1074 1826 1773 1769 1056 1032 84 948 1758 1556 202 167 1503 913 850 823 781 63 764 730 717 701 129 59 572 348 114 91 68
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=9 10 10 5 7 6 15 7 10 6 9 9 15 10 6 2 4 18 19 2 17 15 15 7 5 15 19 13 13 13
split_gain=0.00585841 0.0168754 0.0519146 0.035924 0.023659 0.0201134 0.0373322 0.0244222 0.0318544 0.0346505 0.0209155 0.0200242 0.0196395 0.0210792 0.0268938 0.0186607 0.0179471 0.0304973 0.0163363 0.011089 0.0153086 0.0106394 0.0109084 0.0226513 0.0106023 0.0166403 0.0100015 0.0100255 0.0459222 0.0406475
threshold=207.37918994975004 62.55235532115001 63.431481129800005 30.133297129900004 24.292705381350004 16.015374196650004 34.279674133750014 24.701534972700003 70.284360904350009 14.325334709150001 213.24207352880003 218.56826805385003 23.969938375100003 76.919475570250015 14.185331438000002 103.01387310010001 181.76113425110003 17.140917755100002 12.651020723000002 357.36576196840008 207.18249964335004 49.670466410250008 46.574831689400007 23.633329316050006 13.487843791950002 20.203197038850004 14.651182102100002 117.38883580790001 117.07428620665002 116.67639440335002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 3 -3 4 -2 6 7 -4 -9 12 -7 -8 13 -10 16 -12 -15 -18 24 21 -21 22 26 -24 25 -19 27 28 29 -1
right_child=1 2 5 -5 -6 10 11 8 9 -11 15 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028644093667108874 -0.10106964469271791 0.091495503608775286 -0.061973211650570972 0.039065082315084508 -0.019360730615845444 0.064448572327839224 -0.10128014642289385 0.062582726683906589 -0.097872415743684826 -0.10043756143099676 -0.058956521806111065 -0.006606385180927191 0.039380450803092548 0.072227789881188748 0.10022114156090101 0.028331945817110793 -0.10077094830045799 -0.10037334630594569 -0.10023270936568365 -0.082085528933835569 0.035760848219177875 0.044292717689520401 -0.10047029368711669 0.021501857468297858 0.053044408377989273 0.099900537450368199 0.025912832273351144 -0.0048343928848016493 0.048987136821711623 -0.078077181991083697
leaf_weight=2.7781846717527339 0.069662003081702895 0.056654104380868375 0.064191566261797561 0.050017020781524479 0.072128964297007769 0.069452390634637595 0.070601707728755514 0.076263164126430638 0.02711461668195625 0.036936328498995863 0.040917851954532125 0.032682386410442632 0.09568369771000107 0.018619225811562501 0.021971986629068851 0.061007575157418614 0.042796560624310587 0.012982012215687178 0.012313298185858912 0.035122661664853783 0.016064987188883606 0.057919340372379113 0.031157522031332152 0.029775922252156306 0.043484529613124323 0.0060972215496803974 0.16502788975776628 1.8915528134777444 0.21502045543195425 0.063459773073191061
leaf_count=1609 42 15 24 12 25 29 45 18 23 36 17 24 87 10 4 28 48 74 25 57 17 56 40 12 27 3 34 402 43 14
internal_value=-0.000100127 -0.00719466 -0.000732942 -0.0338008 -0.0595044 -0.00786022 -0.0170091 -0.00477296 0.00454005 -0.00937984 0.0221277 -0.0713223 0.00258665 -0.0164045 -0.00244706 -0.00670991 -0.0189984 -0.0334329 0.00505473 0.00121796 -0.0451 0.00167111 0.00119401 -0.040867 0.0257766 -0.0363711 0.00169524 0.000887557 0.00442847 0.00105682
internal_weight=6.26486 0.981578 0.78977 0.191808 0.141791 0.733116 0.561738 0.458454 0.394263 0.317999 0.171378 0.103284 0.281063 0.185379 0.158265 0.101925 0.136293 0.117674 0.0748771 5.28329 0.0511876 5.2321 5.17418 0.0609334 0.0625638 0.0190792 5.11325 4.94822 3.05666 2.84164
internal_count=2900 616 537 79 67 522 448 379 355 337 74 69 301 214 191 45 187 177 129 2284 74 2210 2154 52 104 77 2102 2068 1666 1623
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=17 0 16 0 18 6 10 8 16 10 7 18 0 17 10 17 2 18 2 2 17 6 7 7 7 3 15 5 16 15
split_gain=0.00556864 0.0487461 0.0488604 0.0274022 0.0339308 0.0284906 0.035622 0.0292747 0.0314501 0.0527455 0.0220796 0.0264382 0.0188305 0.0313115 0.0187324 0.0134996 0.0125708 0.0195101 0.0192869 0.0180428 0.0137981 0.0380878 0.0554259 0.0258529 0.0246146 0.0186813 0.0156532 0.0364866 0.0456025 0.0340145
threshold=200.83528241485001 86.692020874450009 22.644947046300004 87.29692395375001 14.322090334300002 16.015374196650004 68.579878449600017 8.543332867800002 18.684956306450005 75.922057603850007 25.481538055850002 16.601687687950005 100.67200315280002 234.67375690460003 64.321360770950022 201.18214207610001 325.75432260090003 14.117867417450002 335.91826356435007 309.73785348360008 198.29010168345002 16.405383309150004 24.373474566200006 25.000065600400003 25.543847821650001 78.220689305400015 44.34858359035001 24.301614351200005 22.594947163200004 43.376643616500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 -3 -5 6 14 8 9 -8 -11 -12 -13 15 -6 -14 19 -18 -19 20 26 22 -22 -24 -25 -26 29 -28 -29 -1
right_child=1 2 -4 4 5 -7 7 -9 -10 10 11 12 13 -15 -16 -17 17 18 -20 -21 21 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.00061004056434978756 -0.10066243740984288 0.047014976542787766 0.083990368814151173 -0.045826752251731349 -0.012997520397222281 0.051381504602039808 -0.091759358401156441 -0.10081031912418899 0.038185505039737479 0.058429482057569399 -0.097314819753828205 0.052245500398992374 0.098805628123388778 0.027277503927615632 -0.088726528362583532 -0.10025332436638655 -0.10062834528907189 -0.10030142733988663 0.048374547204510149 0.059517242169219803 0.06750053050741904 -0.019124429515625031 -0.056761815094017176 0.064143475375779455 0.039347051052986547 -0.1006844629235642 -0.0722781235912342 0.076962502888785325 -0.036030207324265616 0.057657717167963141
leaf_weight=3.9281351764224368 0.052269553538849212 0.086879842241614713 0.062596692238002904 0.22400447991458328 0.058631828520447016 0.089604308061097981 0.065750236421990849 0.02612996366860898 0.20591534371033049 0.066062452098094582 0.028584504356331308 0.058793534681171877 0.0037248174121486946 0.062077720137608594 0.073750715426285751 0.039913918277875382 0.030627474191948667 0.012391411214281334 0.029491629609935899 0.053891299059273368 0.21748890095295781 0.20463132850272814 0.067760994745185599 0.059157888790650759 0.017133703814806722 0.021458901249353346 0.098592097528921729 0.056631064233442885 0.096722056418869329 0.10280823556240637
leaf_count=1655 28 19 24 36 12 31 91 20 58 49 39 28 2 92 30 200 49 19 49 43 34 33 25 19 32 14 45 15 92 17
internal_value=-0.000107045 -0.00620994 -0.00192592 -0.00686073 -0.0115277 -0.00166412 -0.00855934 0.00252349 0.00761014 -0.0117675 0.00852708 -0.00854578 0.00687832 -0.0183523 -0.0551864 -0.0832625 0.00136428 -0.0399697 0.00438765 0.00197291 0.00133619 0.0157056 0.0343147 -0.00929278 0.0236129 -0.0385156 -0.00063535 -0.0248169 0.00569635 0.000876064
internal_weight=6.20161 1.20469 1.15242 1.08982 1.00294 0.778939 0.689335 0.556952 0.530823 0.324907 0.259157 0.193094 0.16451 0.105716 0.132383 0.0436387 4.99692 0.0725105 0.041883 4.92441 4.87052 0.587632 0.383 0.165511 0.0977505 0.0385926 4.28289 0.251945 0.153353 4.03094
internal_count=2900 759 731 707 688 652 621 579 559 501 410 361 322 294 42 202 2141 117 68 2024 1981 157 124 90 65 46 1824 152 107 1672
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=7 13 13 15 15 15 2 10 9 18 7 18 2 17 16 19 7 17 9 9 2 0 16 16 4 4 9 4 17 7
split_gain=0.00546904 0.00982463 0.00908795 0.0153526 0.0144576 0.014018 0.0210527 0.00913524 0.00841141 0.00835918 0.00810779 0.0077279 0.0114237 0.00680619 0.0328773 0.0208633 0.0404052 0.0311199 0.0309332 0.0308408 0.0286231 0.0406433 0.0239743 0.0257102 0.0188677 0.0538786 0.033682 0.0144678 0.00974115 0.0346369
threshold=26.752366550650006 82.801821959650013 81.98184222990001 19.112687623850004 20.310401204950004 24.673905035600004 237.82463207520001 91.28659581940002 24.706437889750003 16.915500282450004 27.952168727600004 17.552559642400002 229.52120806975003 200.83528241485001 22.644947046300004 14.651182102100002 24.785467646950003 206.02826764000002 206.36238950785003 214.76807342595004 296.01432942755008 96.249489528150022 18.764956119400004 15.689963310050002 182.98359720335003 208.43801132360002 206.08249486475003 331.03504650000008 198.29010168345002 23.046547257250005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 -6 -7 -2 -4 13 -9 12 -11 28 15 16 24 18 -18 -20 21 -19 23 -23 -15 -26 27 -27 -3 -30
right_child=2 9 3 4 5 6 -8 10 -10 11 -12 -13 -14 14 -16 -17 17 20 19 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.1002178337416527 0.051715259222302017 2.5913019081788108e-05 0.047272470010810183 0.070009163806753399 -0.072210858008807707 0.080051002389316742 -0.044178223386932176 0.072771844735253485 -0.086158885180763409 0.011435229138431284 -0.10009822251574513 -0.010719864186852397 0.09549944510020475 -0.1009880113992403 0.060893836009194804 0.039264148296791777 0.061790202518218568 -0.10120139841716332 -0.065266960236180324 0.045463386974854025 0.041455598673547679 0.022388008765826604 0.062041953705146348 -0.10026970952665047 0.046643038425772186 -0.093940009930272905 -0.0019429040474070573 -0.033727310732848313 -0.046860444412736624 0.02375980636559211
leaf_weight=0.0096783885890515675 0.032566974115979863 4.2368625441474137 0.0052666276512525192 0.020320786590218631 0.03567707524899788 0.023517290603194851 0.032484345215834765 0.0038891192399290739 0.045894194153014212 0.035780964144805583 0.008972070804137644 0.031774678207483475 0.029487303586392954 0.045019029545983247 0.065807280567241833 0.072465158566956234 0.12968497009751445 0.069948310897871124 0.052354794862367271 0.048412079537229147 0.053496457470771475 0.03474623098372831 0.036942714359611273 0.033627877004846596 0.069467360335693229 0.13232679426528193 0.091665420564822853 0.05713439027658751 0.080753550610296432 0.49622668069912379
leaf_count=64 25 1656 21 20 59 16 40 10 191 34 179 26 16 18 28 15 35 34 21 20 29 16 8 56 18 43 33 34 14 121
internal_value=-0.000108974 0.000452354 -0.0160231 -0.0270371 -0.00630493 -0.0232201 0.00799052 0.0235347 -0.0724231 0.000617383 -0.0478237 0.0297246 0.0494143 0.000130956 -0.00740655 -0.0122536 -0.0166209 0.00355848 0.0294951 -0.0120681 -0.0225698 -0.0421124 -0.00286716 -0.0379377 -0.0400444 -0.0322187 -0.0517058 -0.0757821 0.00168595 0.0138759
internal_weight=6.12225 5.91366 0.208588 0.16316 0.111999 0.0916787 0.0560016 0.0454282 0.0511608 5.90398 0.0128612 0.0970429 0.0652683 5.80694 0.993099 0.927292 0.854826 0.459213 0.230452 0.100767 0.228762 0.175265 0.105317 0.0683741 0.395613 0.350594 0.281127 0.189461 4.81384 0.57698
internal_count=2900 2339 561 347 135 115 56 214 212 2275 189 76 50 2199 408 380 365 219 76 41 143 114 80 72 146 128 110 77 1791 135
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=6 9 9 0 0 16 9 0 16 17 17 14 6 3 9 10 18 4 4 4 12 14 7 7 9 17 9 15 9 9
split_gain=0.0079079 0.0054381 0.0157667 0.0223283 0.0626738 0.0273084 0.0160239 0.0142891 0.0159186 0.0128561 0.0344845 0.0205838 0.0163998 0.0222997 0.0160453 0.0154884 0.0138041 0.010351 0.0146106 0.0141425 0.0138906 0.0132709 0.0101585 0.0414004 0.0349078 0.0523053 0.0672898 0.0589513 0.0418491 0.0464858
threshold=1.8100422913500003 207.37918994975004 212.35308743945004 88.576630023850015 91.410264893400026 18.934955721800005 210.70699256735003 101.99741301110002 18.684956306450005 203.08534335880003 200.23903127160003 462.66931228825007 15.925372093750001 82.866344954800013 212.89864875025003 78.962703749400006 17.140917755100002 180.93811691895004 253.68334227400001 274.17744294440007 219.23896387120001 316.51983546505011 23.124786352450005 23.147601011700004 190.58777288605003 190.94194574995001 195.29234479735001 41.657300687350009 195.51131808980003 198.78883073475004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 22 3 -3 -5 6 7 8 -6 10 14 12 13 15 -4 16 -11 -16 -19 -20 -21 -22 24 -24 -2 27 -27 28 -26 -30
right_child=1 2 9 4 5 -7 -8 -9 -10 11 -12 -13 -14 -15 17 -17 -18 18 19 20 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.10010730188359721 0.0070347982162639114 -0.078290349682505408 0.065622521709841106 0.083609899907093499 -0.052213884062684561 -0.087554155932093536 -0.054111611016805387 0.073726451160851122 0.055661587725101241 -0.022081087036100601 0.07513743305793899 0.076492061511709661 0.028667316113960409 -0.078589324285546283 -0.044263720235882049 -0.085138699291810421 0.07050844899869084 0.041619099282410463 -0.063043341675658129 0.07617800651424228 -0.092904676937169889 0.020707421657865918 0.078121906470166702 0.0031566667661791768 -0.016183357364749015 -0.0075000688576663324 -0.097204788518879426 -0.064974836547796649 0.081325997021486657 -0.0053048116020537163
leaf_weight=0.0078988989893672423 1.2438088644123104 0.06269980160959665 0.031311895913290755 0.054552100278669968 0.037413518025346093 0.070259216960948834 0.053913243655387078 0.028243818731205295 0.021563078771578148 0.036685980580386968 0.074853210381661484 0.021972629881815919 0.044183853537106188 0.077922410176824997 0.065755734989693337 0.018473350821636814 0.028698305104626343 0.061086889147432544 0.044272992094207098 0.02142114656294325 0.016495201410180016 0.027292783861504688 0.075584873811749609 2.9062938460458234 0.23036573283025052 0.17581330610704526 0.15947006656548979 0.11545997363830551 0.13945418506773422 0.11143709429779847
leaf_count=137 757 37 14 19 51 24 43 28 7 40 24 16 22 43 27 78 14 40 24 16 15 34 12 1174 37 34 35 54 15 29
internal_value=-0.000115547 1.48565e-05 -0.007162 -0.0246085 -0.0119524 -0.0366132 -0.0112538 0.0152378 -0.0127724 0.00288963 0.0151368 -0.0155126 -0.0253279 -0.0400745 -0.00164425 -0.00428572 0.0185581 -0.0105568 0.00243752 -0.0194243 0.0101903 -0.0220909 0.0012659 0.00505689 -0.00392953 -0.0185621 -0.0501661 -0.000804378 0.014591 0.0428476
internal_weight=6.06466 6.05676 0.899071 0.328645 0.265945 0.211393 0.141134 0.0872204 0.0589766 0.570426 0.34249 0.227937 0.205964 0.16178 0.267637 0.0838576 0.0653843 0.236325 0.170569 0.109482 0.0652091 0.043788 5.15769 2.98188 2.17581 0.932 0.335283 0.596717 0.481257 0.250891
internal_count=2900 2763 616 209 172 153 129 86 58 407 194 213 197 175 170 132 54 156 129 89 65 49 2147 1186 961 204 69 135 81 44
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=6 6 6 18 0 18 0 6 10 12 13 8 16 0 2 3 0 6 4 3 17 15 5 10 8 15 2 2 5 10
split_gain=0.00607179 0.0217599 0.0119842 0.0261657 0.0175768 0.0196199 0.0130312 0.0102486 0.0364398 0.0160485 0.0142053 0.0141444 0.0189178 0.0190499 0.013628 0.0100689 0.0400933 0.0310213 0.0297775 0.036965 0.0353721 0.0299453 0.0425863 0.0402322 0.0335201 0.0401363 0.0517725 0.0331907 0.0194822 0.0625421
threshold=13.665319288000001 13.775321858200002 12.26528657645 17.327266398450003 97.013011637200023 14.732667293750003 90.259604813550013 10.715250360100002 81.524804347700012 119.83795109915002 107.54907905045002 7.7439566930000003 13.534968349350001 95.762878606550018 188.32206997295003 85.54673771085001 93.442739239950015 14.855347092800002 144.53986173305 84.968719212850019 186.19055817300003 23.969938375100003 16.222050829800004 75.465019721650009 7.943800736700001 28.129673635100001 147.87428232835001 114.43237721760001 19.915533535850003 65.004229136100022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 6 -4 10 9 -9 -1 12 13 -11 -13 18 28 -18 -3 21 -21 22 -20 24 -23 -26 27 -27 29 -17
right_child=1 15 3 -5 -6 -7 -8 8 -10 11 -12 14 -14 -15 -16 16 17 -19 19 20 -22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0071947014752243828 0.048001575495619481 0.078749292113456743 0.0010712876731017492 0.058266421996353561 -0.069087624162501776 0.067696125969540846 -0.10054637032821157 0.087358081412858002 -0.10040340071395822 0.039346886964280785 -0.10046723065845325 0.015910462175112931 0.063358465743524536 -0.1003885037382303 -0.07102313650424627 0.053039094218128982 -0.0056259419370703126 0.069447670505352402 0.016789032807730166 0.037302983512370373 -0.10111673152119383 0.057229769932691757 -0.077264111021067935 0.086459400463330852 -0.067652271739223821 -0.016390609393699747 -0.079859401120543738 0.0827848384517057 0.0027860055624361951 -0.031239738471898672
leaf_weight=0.39123242817577963 0.097475363058037945 0.035792913666227721 0.03056198195919535 0.029874453575757798 0.10586435804339089 0.024458390812469588 0.021495503179494335 0.036629827036449569 0.025018981724656442 0.022799550492663911 0.017039577337015999 0.045058118737870245 0.083098736962710973 0.017053582254447974 0.030064573662912153 0.10658926772157418 0.086579240679384273 0.15109837411000626 0.083287744098925032 0.023909071614980348 0.08102458636525256 0.074179283674311591 0.11408571332503925 0.058652606111081695 0.10457842182586319 0.058508288836492284 0.047867734207216017 0.079728934317245148 3.4044521019280882 0.50627125424898622
leaf_count=894 34 6 24 20 112 13 35 15 62 26 11 32 34 27 29 20 29 28 25 5 67 17 32 14 39 27 52 16 1068 87
internal_value=-0.000114131 0.00120627 -0.00778543 -0.0284849 -0.042695 -0.00617932 -0.0408885 -0.00120819 0.0143216 0.026551 -0.0110875 0.015306 0.036194 -0.0204474 -0.0188809 0.000297016 0.00219243 0.0421005 -0.0102923 -0.0146833 -0.0695779 -0.00540576 -0.0375755 0.00958652 -0.002771 -0.0180825 0.00977229 0.0408093 -0.00016866 -0.0165819
internal_weight=5.99433 5.11408 0.88025 0.212255 0.18238 0.0765159 0.0520575 0.667995 0.259723 0.234704 0.408272 0.198075 0.122952 0.0398531 0.0751227 5.01661 4.25499 0.237678 0.761615 0.725822 0.104934 0.620889 0.197373 0.423515 0.364863 0.290683 0.186105 0.138237 4.01731 0.612861
internal_count=2900 1566 1334 204 184 72 59 1130 225 163 905 148 87 53 61 1532 1232 57 300 294 72 222 57 165 151 134 95 43 1175 107
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=6 6 6 18 18 18 0 18 0 12 5 4 14 6 10 9 16 5 18 5 8 5 7 0 7 3 0 10 8 18
split_gain=0.00508046 0.0180779 0.010268 0.0221844 0.0153357 0.0158986 0.0242609 0.0166994 0.0122386 0.00861575 0.0354077 0.0228274 0.0904927 0.0472073 0.0489414 0.042531 0.0309369 0.031814 0.0211793 0.0332746 0.0314331 0.029612 0.0364169 0.0198744 0.0194227 0.0181916 0.0174368 0.0498121 0.0270322 0.0227538
threshold=13.665319288000001 13.775321858200002 12.26528657645 17.327266398450003 16.158105979900004 15.946034773700001 97.013011637200023 14.732667293750003 90.259604813550013 247.85609524425004 21.377246852200006 277.00048312305006 274.51613272600008 16.465384711100004 61.944763783650011 196.26893085885004 19.774953757550005 18.310380701750002 13.340835220050002 30.690160697650004 8.6432548896500023 22.553892743650003 24.176224535650004 86.232294534150014 25.178984058200005 82.081315180750025 96.055920542800024 71.090898343450007 7.943800736700001 14.371157440600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 6 7 8 -4 11 24 12 25 15 -15 -13 17 -17 19 -12 21 -20 -23 -16 -11 -3 27 29 -29 -27
right_child=1 9 3 -5 -6 -7 -8 -9 -10 10 18 13 -14 14 23 16 -18 -19 20 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0011267606087595539 0.044233225698808595 -0.03729763987230085 0.00096417633291121592 0.054289277854816534 -0.10032639943560512 0.048865479885799541 -0.10038589953036335 0.063845309334592509 -0.10049451625375386 -0.095943441950902014 -0.10079868307867457 -0.022802564150463112 -0.08902337158641821 0.033101764504778169 -0.10108891195712065 0.075986792775336084 0.075302945873408175 -0.052467954437132418 0.085056108324687713 0.019255205278015539 -0.056263262205154041 0.037518646622984347 -0.041325005036892036 -0.017198140491593902 -0.0093841488674632108 0.00040408230759861634 0.029794977744409781 0.013748106641638686 -0.10040199646623811 0.0282401650963169
leaf_weight=0.65452297607647469 0.095320488559082039 0.1164171099590029 0.030561525685115498 0.028909379694596282 0.034206302841312208 0.023779187716172601 0.043127596336944407 0.023397438959364081 0.019459461388578347 0.067025369185102934 0.047203142054737413 0.084679389888833501 0.11360038711472942 0.099163224131245897 0.062166915924656507 0.033847961341962218 0.23425587440465279 0.044798741436238743 0.063194884753841052 0.045187310728636021 0.057986400712252362 0.15914238304159767 0.092711218805504814 0.051746592624112964 0.042271934228210739 2.8975450581023856 0.22534638331853774 0.029025854702922405 0.072723447450016465 0.32677290026731487
leaf_count=1130 34 45 24 20 41 13 58 13 35 27 47 39 32 36 36 7 32 34 29 34 32 55 33 8 33 756 42 13 74 88
internal_value=-0.000110128 0.00109589 -0.00722586 -0.0268483 -0.0402879 -0.0256526 -0.0408567 -0.00588797 -0.0385059 0.000268023 -0.0112457 0.00177463 -0.00112247 0.0197146 -0.018265 0.0400691 0.0570838 0.00281639 0.000782507 -0.0420814 0.0113987 0.0238523 0.00849508 -0.0629805 -0.0624657 0.0016 0.00287509 0.00105122 -0.0678386 0.00322517
internal_weight=5.9201 5.06213 0.857964 0.203441 0.174532 0.140325 0.116546 0.0734184 0.050021 4.96681 0.574723 4.39209 3.78143 0.610659 0.213077 0.397582 0.312903 0.0786467 0.465425 0.0923905 0.373035 0.315048 0.251854 0.113914 0.109297 3.66783 3.55141 3.32607 0.101749 3.22432
internal_count=2900 1566 1334 204 184 143 130 72 59 1532 290 1242 1050 192 80 112 73 41 230 81 149 117 88 44 60 1018 973 931 87 844
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=6 8 10 18 0 6 16 14 17 8 6 19 6 18 7 18 3 16 10 13 2 5 16 7 5 15 9 5 5 15
split_gain=0.00502716 0.00807711 0.0181397 0.0246997 0.0172853 0.0145151 0.00967481 0.0123088 0.0364719 0.0206885 0.0155781 0.0142211 0.0315765 0.0332125 0.045377 0.044414 0.044219 0.0317976 0.0268282 0.0341562 0.0305934 0.0319979 0.0307543 0.0260491 0.0324612 0.0257992 0.0244205 0.0229113 0.0651211 0.0316008
threshold=22.585527707250005 8.8430989333000021 62.55235532115001 12.903279561150002 86.280686780500005 16.635388683200002 22.744946812400002 148.72666206180003 181.49225329600003 8.7431769115000026 16.475384944750001 14.451165964200003 16.435384010100005 13.713893333650001 23.699538637550003 13.3584252364 92.913112988300014 22.574947209950004 61.971648364950006 117.53132408880002 107.21413536925002 22.694406402050003 22.544947280100004 22.726915405250001 21.197160116700001 41.403124198950003 195.74493321760002 22.782602051550004 22.598762435600005 40.128253618400009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -6 7 8 -1 11 -11 12 27 14 15 16 -14 26 25 20 -20 22 -22 24 -19 -13 -18 28 29 -9
right_child=-2 2 4 -5 5 -7 -8 9 -10 10 -12 18 13 -15 -16 -17 17 23 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.018314492027964421 0.035575706876394358 -0.0076780083732087183 0.055636824538558116 -0.10101343355324924 0.021343611920909437 -0.040341735390484613 0.025823570971162748 0.0044084208016333983 -0.072883672535727473 0.0061681517664848272 0.070237899636089077 -0.05490121446436072 0.082056422776354401 -0.081670965915333835 0.052007580464511642 -0.077344097594724992 -0.0013000384390623402 -0.068240160256154189 0.046750440361896184 0.047215846731208787 -0.081476425633663821 0.027518959297355372 -0.0035519882534824341 -0.073680397072093437 0.015301001140208033 0.020676700571596842 0.10050453615408704 -0.025219999360077589 0.093432160913260065 -0.038756190392936068
leaf_weight=0.089831761242748942 0.039188432623632141 0.066665750428910431 0.046631640039208833 0.049335190178510402 0.067006217916059541 0.088568447230500169 0.14724715662305232 2.7188438028753246 0.085673550027422607 0.078676783246919402 0.073311139580255258 0.10700155313679705 0.047028675209730753 0.079637892528808152 0.092077840236015618 0.1222415107953907 0.13999782985396969 0.073530221823602915 0.11552677609142847 0.27721817922183334 0.088841355309341452 0.12207951736772316 0.1178095629584277 0.12431858471668988 0.12658130322881078 0.078157747206205386 0.028330666944384575 0.2912933022915779 0.079538907250075286 0.18089070283554054
leaf_count=21 8 35 32 35 21 27 35 1772 20 26 15 20 6 23 12 30 246 14 15 65 21 34 29 47 41 29 2 154 15 50
internal_value=-0.00012043 -0.000361454 -0.0158506 -0.0473736 0.00223329 -0.0137738 0.000537025 -0.00016044 -0.0262042 0.000724875 0.0370721 -0.000377579 -0.0028814 -0.0202537 -0.0137677 -0.022916 -0.01059 -0.0194322 0.0109571 0.0196716 0.00248391 -0.0130728 -0.0370525 -0.03773 -0.0153959 -0.022999 0.0158343 0.00154721 0.00416433 0.00171573
internal_weight=5.84308 5.80389 0.318207 0.116001 0.202206 0.155575 5.48569 5.33844 0.175505 5.16293 0.151988 5.01095 4.10431 0.833745 0.754107 0.662029 0.539787 0.492759 0.906635 0.721475 0.444257 0.32873 0.206651 0.32443 0.200112 0.185159 0.168328 3.27057 2.97927 2.89973
internal_count=2900 2892 150 70 80 48 2742 2707 41 2666 41 2625 2412 421 398 386 356 350 213 164 99 84 50 102 55 49 248 1991 1837 1822
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=0 16 7 7 4 6 8 7 0 2 15 16 5 0 2 19 13 2 19 18 15 14 13 10 17 9 9 2 17 17
split_gain=0.00533807 0.0104475 0.00554688 0.0192722 0.0245371 0.0173818 0.0133931 0.024482 0.0325651 0.0129367 0.012488 0.0206558 0.0139537 0.0125685 0.0159845 0.0186748 0.0124281 0.00965554 0.0211354 0.0231141 0.0194381 0.0183846 0.0157145 0.0140479 0.01292 0.0196235 0.0249971 0.0323806 0.0176969 0.0164611
threshold=70.623106628750023 21.084950694200003 20.778835947700006 21.725272673150005 329.34765841865004 18.155424198600006 8.8430989333000021 22.597569836950004 87.181320254150009 62.731161442750007 20.742056627150003 14.614965823850001 22.553892743650003 89.738043936200015 35.561888367500011 13.251069136700002 93.964300117300013 262.40456346015009 14.351157895250003 14.752187928300001 46.074827201850006 345.61424191910004 113.17333345935002 74.986474174450009 208.12573104970002 214.22994816675003 210.39795333110001 173.78410684300005 234.67375690460003 183.58889821140002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 4 9 6 17 -8 -9 -4 11 12 16 14 -12 -16 -2 21 19 -19 -20 24 23 -21 25 26 29 -28 -26 -5
right_child=2 -3 3 5 -6 -7 7 8 -10 -11 13 -13 -14 -15 15 -17 -18 18 20 22 -22 -23 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.10019203633896751 0.038655459927944426 0.074491149849796795 -0.0083403501047419008 -0.015360944132119005 0.04021131093045946 0.054651159733351745 0.038305242413711756 -0.10098796989943881 -0.0044354115898867525 -0.077641339777429638 -0.060233769547068272 -0.084929473954796136 0.059048800860197828 0.073251022137227326 -0.040200166087132339 0.044228222045305216 -0.10029663430060903 -0.071651290414921867 0.05460623291450091 -0.10029029422896255 -0.018706430326593051 0.059980790777025776 0.10012511974725405 -0.0067286596973610063 -0.037505531696148051 0.039855757165180875 -0.081904213452750049 0.021364341851394845 0.045075046661717168 0.0048042247818196717
leaf_weight=0.013174801338543207 0.011563939938582624 0.0046260263188742093 0.039455028090742306 0.4550552189061462 0.033999666766575842 0.058266542795081366 0.044263995206392681 0.062340897958733876 0.079452662752373726 0.084897897558606772 0.0250586096663028 0.030774305921340783 0.033200385054499293 0.044437393037696893 0.033470564218532672 0.12058446888158869 0.014518114559677997 0.091579670405465552 0.069443003844753548 0.018189750449167263 0.075470298486635556 0.054039612460968445 0.012204140948597342 0.1362779457522123 0.16026347046260969 0.13569032204031106 0.079044901804621648 0.049301171973354485 0.030964049582166808 3.6665700891933568
leaf_count=117 22 3 8 276 37 37 10 36 27 99 5 39 33 19 78 58 22 68 32 44 30 51 5 298 202 96 40 30 44 1034
internal_value=-0.000119343 -0.0547959 4.99135e-05 -0.000696018 -0.0350704 0.000335213 -0.000271054 -0.0266183 -0.0468857 -0.0556533 0.0129815 -0.0184585 0.0160475 0.025647 0.0138367 0.025885 -0.0386898 0.000702729 -0.0141402 -0.0312915 0.0164253 0.00199494 -0.00911541 -0.0177463 0.0013103 0.00241974 0.00122451 -0.042236 -0.0241339 0.00257785
internal_weight=5.76818 0.0178008 5.75038 5.43677 0.158353 5.27842 5.22015 0.186058 0.141794 0.124353 0.313608 0.0900567 0.0592824 0.223551 0.179114 0.154055 0.0260821 5.03409 0.403165 0.258252 0.144913 4.63093 0.166672 0.154468 4.57689 4.38566 4.24997 0.128346 0.191228 4.12163
internal_count=2900 120 2780 2504 144 2360 2323 73 63 107 276 116 77 160 141 136 44 2250 477 415 62 1773 347 342 1722 1476 1380 70 246 1310
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=14 14 12 2 13 6 13 7 0 5 14 17 7 17 17 7 7 10 9 2 9 2 7 12 9 4 4 15 9 12
split_gain=0.00549348 0.02724 0.0251692 0.0299622 0.0241745 0.0369716 0.0257348 0.0345901 0.0225484 0.0249669 0.0223445 0.0199299 0.0414047 0.0390115 0.0260348 0.0408218 0.017059 0.0352261 0.0553631 0.0324915 0.0219813 0.0312246 0.0151843 0.0346552 0.0135622 0.0126004 0.0224508 0.019191 0.0180105 0.0111049
threshold=202.65261526855002 204.50376127325003 114.86856072930001 87.122651665300012 117.59584708395001 16.525386113000007 108.36905878025001 24.673428656250003 92.031298721500022 21.446355970350002 204.90168356435001 199.55131508320002 23.669449516850005 194.58701840130001 189.73320545960004 22.892948161350002 22.087764922150004 62.00390986255001 187.38923140910003 50.734033752200013 192.53043113735001 70.507592614000018 22.580174331950005 113.21840097485001 201.11092673680002 211.12522916715002 206.65670169075003 29.049007317550004 196.57165974130001 147.29495425805001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 6 -6 7 -4 9 -8 -3 13 -13 14 16 -16 19 -18 -19 -1 -20 -22 23 -5 -14 26 -12 28 -28 -27
right_child=1 10 4 22 5 -7 8 -9 -10 -11 25 12 24 -15 15 -17 17 18 20 -21 21 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=0.015151381506827731 -0.065016375440893226 0.087130124037092527 -0.10089296622139242 -0.075080716531256433 -0.070986886407057567 0.026871116852035661 0.0057612386434944176 0.032257261322577495 0.085020782627810071 0.063525152384733746 0.026615357781873978 -0.10183531563812048 0.045630535322690596 0.048659712887224121 0.012665743048849862 -0.07645925835695673 0.072985922894147584 -0.074139709786954916 0.067675823814525235 -0.07824802457273082 -0.027164074027866261 0.048718880107110313 -0.077123121866658942 0.095860974163716473 -0.027858618520587537 0.030465274365652779 -0.051615065387103032 -0.063789193322862286 0.077376263486016311 -0.00140716532647225
leaf_weight=0.095964893596828693 0.068090955771289763 0.028426221967493226 0.031990409984359647 0.029486169153521646 0.065702337655238807 0.093621459233418136 0.187045269907685 0.050012163417704869 0.092801407452498097 0.12471789182419002 0.062361216443946765 0.055038192877532199 0.046513453111401759 0.17917169953580014 0.098941556498175487 0.10693574832384911 0.090598598122596741 0.073745922012847132 0.079440513858571649 0.060871937271237186 0.12294358063883237 0.097016761787813266 0.078518542529309343 0.019839262453615447 0.05457874769672344 0.11300852279989504 0.021418255825494725 0.12354393680834619 0.021884431585021957 3.3453605962626263
leaf_count=22 36 12 28 51 12 38 31 27 14 57 24 11 12 36 21 36 19 30 20 52 37 32 32 11 31 122 32 27 13 1974
internal_value=-0.00012178 -0.00233822 0.00421159 -0.00385871 0.020325 -0.0134838 0.0313955 -0.0196866 0.0417495 0.0288691 -0.00118973 0.00119767 -0.032043 0.00635849 -0.00281217 -0.0336271 0.00741065 0.0170525 0.00347209 -0.021099 0.0225888 0.00630523 -0.0498078 -0.00632598 0.00595442 -0.00187055 -0.0245767 -0.0437104 0.0135749 -0.000365675
internal_weight=5.71959 3.78409 1.9355 1.28961 0.645891 0.159324 0.486567 0.0820026 0.404565 0.311763 3.716 1.16176 0.15613 1.00563 0.82646 0.205877 0.620582 0.463745 0.373147 0.156837 0.299401 0.21996 0.127844 0.0493254 0.101092 3.68758 0.229208 0.166847 0.0433027 3.45837
internal_count=2900 2240 660 453 207 50 157 55 102 88 2204 359 54 305 269 57 212 138 119 74 89 69 94 62 43 2192 96 72 45 2096
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=7 13 6 17 9 19 16 15 9 2 7 7 7 2 19 4 12 0 3 17 7 5 16 19 9 19 13 18 7 17
split_gain=0.00498695 0.00898697 0.01386 0.0184646 0.00839679 0.0082351 0.00893464 0.00770981 0.00827721 0.00679217 0.00676577 0.019416 0.0215764 0.0196122 0.0369803 0.0273929 0.0366402 0.0176318 0.0167901 0.0165348 0.0153296 0.0153723 0.0285838 0.018672 0.015528 0.0151279 0.0147691 0.0202311 0.0134678 0.0255699
threshold=26.752366550650006 81.98184222990001 8.0101871567500016 242.64190980425005 24.706437889750003 9.8507947922000021 9.1949784981000011 24.673905035600004 204.17620834730005 248.59864686230003 25.396105459650006 24.891451065550005 24.785467646950003 208.90944126775003 14.251149826300002 227.97173202615002 144.78335471795 96.588235252600015 81.70761950055001 220.68978861510001 25.481538055850002 13.999568943650003 18.764956119400004 12.951044929850001 216.74970536510003 12.250988447150002 95.870416931800023 16.029883323000004 24.390191290350007 191.19232825540004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 5 4 7 -3 6 -2 8 -4 -10 11 12 28 15 -15 16 17 -13 -19 20 -12 25 23 24 -23 26 27 -22 -1 -30
right_child=1 2 3 -5 -6 -7 -8 -9 9 -11 19 13 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014632611490458859 -0.10013079276026221 0.033191806782271349 0.01663332853556513 0.075291354502880714 -0.10017816479634306 0.05759683453182133 0.049575426703119541 0.0060089803484598614 -0.10050963160231399 -0.0026679761934301138 0.064132728884051485 -0.088633036776000262 0.041428242888626454 0.06660039279803652 -0.050325787087966437 -0.078603732879232863 0.07565004413629986 -0.055273280020564031 0.061116084910230323 -0.05468750141652811 0.077616030210162959 -0.039259241027368788 0.040344281631227802 -0.10030960382673609 0.039344973682110457 -0.035551997833322295 0.08637661381492108 -0.076962709338437074 0.021781897258557174 -0.037863146341850409
leaf_weight=4.2094676420430828 0.0088520909395767289 0.0055401262784187102 0.012366266058421616 0.020607874596180409 0.031912035038374142 0.027071192710991454 0.0072529094918536421 0.035269502207256664 0.029811571663543646 0.0093112000158726005 0.060907994516298802 0.044069222632970084 0.12881622851182317 0.057380976376293802 0.051169473212212324 0.10270080177899388 0.036387237792951055 0.026996127757968225 0.022915169654879719 0.034040126955915184 0.017770511025219093 0.076261375963440514 0.086612607025017496 0.031543293321348642 0.037484845055587357 0.021857114546946832 0.060524383422489336 0.016172011437468825 0.10423163154052861 0.23153695047858491
leaf_count=1558 147 25 26 22 151 62 5 37 70 16 32 21 44 35 19 73 9 31 10 28 13 53 36 61 27 29 31 64 48 117
internal_value=-0.000117363 -0.0161311 -0.0280694 -0.00979796 -0.0804494 0.0239117 -0.0327104 -0.0300093 -0.0546815 -0.0772234 0.000434127 -0.000612353 0.0010697 -0.0236263 0.0114827 -0.0399781 -0.00954969 -0.0425372 -0.00183684 0.0122778 0.0178493 0.00975391 -0.00512671 -0.0322337 -0.0133554 0.0394197 0.0567662 0.00396655 -7.41005e-05 -0.0193477
internal_weight=5.64684 0.187995 0.144819 0.107366 0.0374522 0.0431762 0.016105 0.0867585 0.051489 0.0391228 5.45885 5.01567 4.67405 0.341619 0.10855 0.233069 0.130368 0.0939805 0.0499113 0.443174 0.409134 0.348226 0.231902 0.14529 0.113746 0.116324 0.0944669 0.0339425 4.54524 0.335769
internal_count=2900 561 347 171 176 214 152 149 112 86 2339 1965 1767 198 54 144 71 62 41 374 346 314 177 141 80 137 108 77 1723 165
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=19 5 17 16 7 18 5 8 6 6 0 16 13 0 17 2 17 10 6 0 16 17 17 9 7 10 19 9 9 9
split_gain=0.00482973 0.0151187 0.00684605 0.0331891 0.029098 0.0219766 0.0406276 0.0298223 0.0184453 0.0183939 0.0211759 0.0327843 0.0283861 0.0210162 0.0325724 0.0146345 0.013337 0.0315825 0.0583808 0.0232267 0.0158479 0.0137127 0.0221283 0.0186718 0.0233592 0.0245742 0.0170292 0.0323436 0.0153764 0.0390177
threshold=14.651182102100002 22.334016245700003 200.83528241485001 22.644947046300004 24.785467646950003 14.322090334300002 20.361635946650004 7.8438787148500007 16.415383542800004 15.925372093750001 94.776214472700005 18.714956236300004 103.58091484995002 100.67200315280002 234.67375690460003 246.07003578810003 198.29010168345002 62.837331883000012 14.905348261050003 96.588235252600015 14.694965636800001 197.84582410835003 197.57625617845002 206.08249486475003 22.913946662950003 80.468240302450013 14.551174033150001 190.77452831370002 197.19111486365003 196.98862600660001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 16 4 5 8 7 -7 -4 10 15 12 13 -12 -15 -6 21 -18 19 -19 -21 22 23 26 -25 -26 28 -28 29 -1
right_child=1 -3 3 -5 9 6 -8 -9 -10 -11 11 -13 -14 14 -16 -17 17 18 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.00034074999307232901 0.044289520493509232 -0.0080496270722545168 -0.082654607889248458 0.068982021385624759 -0.090982508108326768 0.035535636762351552 0.048127772429097909 -0.091410225360796515 -0.022081042300296637 0.055702846897613456 0.034550934480282923 0.046354916701065688 -0.086225056807717707 -0.088195204018538281 0.023649600307765348 -0.0053512130171982399 -0.01910236282465605 -0.10039463893361389 0.061012717475067327 -0.071140827942122203 0.04179014328691659 -0.042310615653663307 0.063036827566747958 0.02292937278999492 -0.053653467574602487 0.028062911695205646 0.015006127667757947 -0.067110486861877469 0.01180848610802239 -0.093011632109220421
leaf_weight=2.0572472211702104 0.096043362740601768 0.12974921320710564 0.11603282668204418 0.052153321215882897 0.042851328244978504 0.026562000775811612 0.07295542894985374 0.061013147426479009 0.088701064971246524 0.05719323374069063 0.094956434768391773 0.12892652134178206 0.046539977151269341 0.050459164867206141 0.053802486668132588 0.037356167720872691 0.1649083422455816 0.033124709472360792 0.23357704299269244 0.018422188799945616 0.038180174720764626 0.078783324080177297 0.05461047158405552 0.080782071342014095 0.20446080773118069 0.044878998963724825 0.091892426047934239 0.1003396918913495 1.1972601724786818 0.046459425473585614
leaf_count=1291 22 39 24 25 22 37 33 36 25 17 63 35 75 234 92 22 35 31 34 46 20 30 21 48 143 66 20 30 279 5
internal_value=-0.000114086 0.0142134 -0.000716018 -0.0085208 -0.0131279 -0.034691 -0.00699023 -0.0529069 -0.0564111 0.00225286 -0.00446737 0.00551517 -0.0159097 0.000516944 -0.0304796 -0.0511002 0.000916082 0.0165102 0.0346751 -0.0338867 0.00503486 -0.00100805 -0.000168952 -0.00107175 -0.0238043 -0.0389452 0.00107657 -0.0278564 0.00276148 -0.00238735
internal_weight=5.60022 0.225793 5.37443 0.929503 0.87735 0.365264 0.160531 0.0875751 0.204734 0.512085 0.454892 0.374685 0.245758 0.199218 0.104262 0.0802075 4.44493 0.488212 0.323304 0.0897271 0.0566024 3.95671 3.87793 3.82332 0.330122 0.24934 3.4932 0.192232 3.30097 2.10371
internal_count=2900 61 2839 740 715 155 106 73 49 560 543 499 464 389 326 44 2099 166 131 97 66 1933 1903 1882 257 209 1625 50 1575 1296
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 12 3 10 18 7 18 14 8 0 16 2 17 0 16 8 0 16 18 3 6 2 7 7 7
split_gain=0.00460044 0.0150748 0.024092 0.0121658 0.00844592 0.0164082 0.0220185 0.0169088 0.0341855 0.0156144 0.0152409 0.026074 0.0160913 0.0144259 0.0203244 0.0197865 0.014771 0.0143001 0.048178 0.0496707 0.0244122 0.0286623 0.021754 0.0175271 0.034653 0.0436029 0.0257654 0.025305 0.0529645 0.0442893
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 20.778835947700006 21.725272673150005 219.23896387120001 93.716961969300016 61.614083433650009 12.752103815600002 21.943165609950004 12.903279561150002 142.72171872485004 8.8430989333000021 86.950112854950021 22.714946882600003 82.092636011950006 184.18061320350003 92.313586825200005 18.564956587050002 8.4434108459500017 97.32487278035002 12.644970430600003 13.086509421050001 93.58791597905001 16.435384010100005 56.184788788300004 22.398098708400003 22.580174331950005 22.765858321950002
decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 -6 -9 -7 -11 -12 -13 15 16 17 -15 18 -14 20 21 -20 -23 24 -19 -26 -25 -28 -29 -30
right_child=1 2 3 -5 5 9 -8 8 -10 10 11 12 13 14 -16 -17 -18 23 19 -21 -22 22 -24 26 25 -27 27 28 29 -31
leaf_value=0.018131414343271292 -0.10079262047529557 0.073924311781199473 -0.10041553896185705 0.083471914377089285 -0.10085910695240002 0.052195000780687617 0.028286069637832707 -0.10066488676767074 0.049365600940708021 0.052519125504093947 -0.043496921506523581 0.065365238604568651 -0.10148750624720566 -0.0090442766290590847 -0.00042585151853331946 0.039578886449662266 -0.10078643083068764 0.078491049816956759 -0.065502931965367273 0.10018787350191026 0.058936446170069628 -0.042494259810462752 0.037768940067605013 -0.097168139939349307 -0.056266054363593943 0.037034039590994258 -0.10098925896910527 0.072111264318983043 -0.049688138613117966 0.0016221876414294354
leaf_weight=0.25060512574566463 0.019287959110897535 0.024352121188712772 0.019788095913913395 0.0043972886633127919 0.048437355557382378 0.057340003073932055 0.042184726993966137 0.028854777176786861 0.032063861456324005 0.0540671503363227 0.13941137578140672 0.037794473930261918 0.059246685723611026 0.027628711279248708 0.11347047140861832 0.12902904122893222 0.048108279471080095 0.085933574708178528 0.11639510866700675 0.040492220781743526 0.03603740598737204 0.060888194458279088 0.075813314475453808 0.027235048311922916 0.078212065387958773 0.13930858373851152 0.024431116717892443 0.10219403008159167 0.17689125257777538 3.4335644928508842
leaf_count=249 20 8 117 2 49 25 48 23 24 19 36 7 21 6 38 36 41 19 50 9 14 240 40 14 24 48 25 34 45 1569
internal_value=-0.000122113 -0.0260058 0.00371324 -0.0669819 0.000199088 -0.000662638 -0.0330863 -0.056761 -0.021698 0.00030774 -0.000286572 -0.000863107 0.00037189 -0.00014255 -0.0272022 0.000973948 -0.0673191 -0.000143745 -0.0184643 -0.00354184 -0.0180688 -0.0290333 0.00201892 0.00160768 0.0247269 0.00348691 -0.000256044 0.000450231 0.00111775 -0.000891719
internal_weight=5.53346 0.0678255 0.0485375 0.0241854 5.46564 5.21503 0.151541 0.109356 0.0609186 5.06349 5.00615 4.95209 4.81267 4.77488 0.189207 4.58567 0.075737 4.45664 0.388873 0.329626 0.289134 0.253097 0.136702 4.06777 0.303454 0.217521 3.76432 3.73708 3.71265 3.61046
internal_count=2900 147 127 119 2753 2504 144 96 47 2360 2335 2316 2280 2273 85 2188 47 2152 374 353 344 330 280 1778 91 72 1687 1673 1648 1614
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=0 10 9 3 7 15 10 0 18 15 9 17 19 5 5 3 16 3 2 15 18 17 2 6 7 7 9 2 19 12
split_gain=0.00507189 0.0131776 0.0212521 0.0204763 0.024209 0.0151425 0.0166161 0.0119582 0.0137223 0.0167904 0.0212771 0.0122759 0.0150607 0.0108883 0.0182168 0.0106645 0.0122037 0.0192346 0.0347914 0.011515 0.0110164 0.0454064 0.0442285 0.021128 0.0170827 0.0166584 0.0522825 0.0363657 0.0338572 0.0251752
threshold=85.716110573100011 61.917879202350001 187.38923140910003 93.932038619750017 19.617375644250004 43.132842597400007 61.82916008405001 84.95796538030001 11.904475184000002 35.054707749500004 187.70546222865002 173.06150329755005 14.551174033150001 31.302824910800002 36.806659819600007 93.770731131900007 22.724946859200003 93.58791597905001 86.011634045550025 43.376643616500012 13.278511569200001 184.59783591905003 157.69206214580001 16.475384944750001 22.426784932800004 23.195026784100005 189.54401862130001 139.80186571705002 14.451165964200003 150.89336347300005
decision_type=2 2 2 2 2 2 2 2 2 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 -5 6 7 8 9 10 13 -10 -13 -1 -15 16 17 20 -19 -20 21 24 23 -23 -2 26 28 -28 29 -22
right_child=15 2 -4 4 -6 -7 -8 -9 11 -11 -12 12 -14 14 -16 -17 -18 18 19 -21 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.047331061408672367 0.0014435413918896653 0.046856707256129615 -0.067956396265556565 0.065840632882669711 -0.076836072958393953 0.031207315841534453 -0.075387285796046033 0.058058068122263107 -0.10045835901288212 0.10024431426221486 -0.1008912891244505 0.015273148192153861 -0.08139606666139286 -0.06707204969955799 0.05925561500075447 0.02066547762166749 0.050338569695005546 0.024053663592851878 -0.10056676139311503 -0.026688888221204028 -0.043347377359480646 0.072189879624046799 -0.019816679353598633 0.020315942548432456 -0.061032890762984508 0.0017612856665809495 -0.011683167664751269 -0.072702311864533409 0.10035112520762182 0.020325527621548219
leaf_weight=0.051342222065604015 0.086028378142486761 0.049082347770308843 0.084389239107537151 0.016080365977359179 0.045663133920324839 0.12061664090288104 0.035131948743995167 0.029300937329026056 0.024136437890717843 0.018121896078810096 0.018734840676188469 0.046867971145672982 0.024562800138028251 0.02987091602579639 0.018475209840062234 0.25984718825475273 0.047365480160806217 0.059178558643907198 0.059202516030836705 0.032779114422339717 0.086926340633511123 0.1806344514770899 0.12856088651960818 0.13888566754758358 0.089083494528949814 3.035069873355603 0.21101092594676629 0.18183508836955298 0.039676373824477196 0.2173854954116905
leaf_count=88 33 15 106 8 82 38 14 11 47 3 4 81 23 44 16 47 15 12 24 32 58 34 25 21 15 1743 33 31 4 193
internal_value=-0.000125475 -0.00870124 -0.0301451 -0.00135345 -0.0396776 0.00133365 -0.0108172 -0.00213942 -0.00973851 0.0106029 -0.00311463 -0.038802 -0.0179684 0.0152609 -0.0187966 0.000956555 -0.000158318 -0.000684423 -0.035758 -0.0742392 0.000521858 0.0128389 0.0297132 0.0496419 -0.0303397 -0.00151315 -0.0150008 -0.0399269 0.0134656 0.00213743
internal_weight=5.46585 0.612377 0.195215 0.110826 0.0617435 0.417162 0.296545 0.261413 0.232112 0.136545 0.118423 0.0955672 0.0714308 0.0996883 0.0483461 4.85347 4.59362 4.54626 0.15116 0.0919816 4.3951 0.623193 0.448081 0.31952 0.175112 3.7719 0.736834 0.392846 0.343988 0.304312
internal_count=2900 580 211 105 90 369 331 317 306 155 152 151 104 148 60 2320 2273 2258 68 56 2190 128 80 55 48 2062 319 64 255 251
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=19 5 17 10 16 18 0 0 10 13 8 5 8 5 16 13 0 18 16 8 7 2 18 2 17 7 3 7 6 0
split_gain=0.00485725 0.0135783 0.00630877 0.0271754 0.0347637 0.0383998 0.02075 0.047489 0.0249198 0.0276836 0.0201876 0.0183005 0.0164588 0.0157511 0.0230518 0.0291109 0.0166043 0.0233532 0.0138549 0.023531 0.0130289 0.0121657 0.0188879 0.0158073 0.0122476 0.0263404 0.0482009 0.0269886 0.0228637 0.0261467
threshold=14.651182102100002 22.334016245700003 201.37020668845003 61.960894532450006 22.584947186600004 14.322090334300002 90.337570099350003 91.144107538500023 68.579878449600017 109.96062599345002 8.543332867800002 21.623222698850004 1.7486353823000003 18.895511665650005 18.684956306450005 103.58091484995002 100.67200315280002 17.383654746850002 17.654958715000003 7.1444245619500011 27.952168727600004 325.75432260090003 14.117867417450002 309.73785348360008 198.29010168345002 24.373474566200006 89.579424906550017 24.550696209100003 14.905348261050003 96.588235252600015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 21 -4 5 -5 -7 -8 -9 10 12 -6 -10 14 15 16 -14 -18 19 20 -19 23 -23 24 -1 26 -26 -27 29 -29
right_child=1 -3 3 4 11 6 7 8 9 -11 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.0011863157380624851 0.043674374612065248 -0.0070818542874893885 -0.10105608698946936 -0.059171386758002112 0.0011804426546823154 -0.10055687107749384 0.095449436807177532 -0.072288262183110435 -0.10012322267744592 0.088507351576934234 -0.1004965035362549 0.07888009088390463 0.042785716522601769 -0.054024315625504561 0.054754726318039598 -0.0827081389485851 -0.10028091088937806 0.091857665744167386 0.10008360782650656 -0.10014318667730715 -0.037593305156013314 -0.10055981011738001 0.0059969850967142111 0.057439099021514561 0.082780751941188904 -0.089102187203780298 0.0034102078296649389 -0.10041806497957949 0.064441907162037404 0.013171879115575861
leaf_weight=3.7256413704390097 0.091979689006620791 0.12344286629740964 0.030674776266096049 0.14729452005474286 0.055113324722697143 0.020376824850018238 0.049528959803865291 0.052709420531755313 0.016091647507607831 0.033049717321773642 0.021727381409164082 0.067362762609263882 0.086161215558831827 0.04206479377398864 0.087015816592611372 0.040431390254866528 0.025218752092314389 0.019532013888124311 0.014276181114837527 0.018854290266801854 0.012916423696879065 0.029945719946848359 0.037424140278616846 0.049857129047580773 0.11943781105765072 0.039154934325779323 0.21289842484111432 0.029729868177902574 0.043999945948598906 0.063649605054649783
leaf_count=1792 22 39 8 34 21 16 17 28 137 5 25 23 55 36 32 62 59 16 8 86 40 50 70 44 28 13 35 24 13 62
internal_value=-0.000124008 0.0145897 -0.000734482 -0.00866657 -0.00516659 -0.0139137 -0.00156779 0.00231437 -0.00749925 0.000683513 -0.00686952 0.0439158 -0.00125871 0.003333 0.011259 -0.00615123 0.0113404 -0.0184992 0.0129505 -0.0112964 0.0403284 0.000797349 -0.0413672 0.00146037 0.000801276 0.0153532 0.0319351 -0.0158631 0.00501101 -0.0229925
internal_weight=5.40756 0.215423 5.19214 0.8404 0.809725 0.687249 0.539955 0.519578 0.470049 0.41734 0.38429 0.122476 0.362563 0.346471 0.304406 0.21739 0.176959 0.0907977 0.0655789 0.0513027 0.0324484 4.35174 0.0673699 4.28437 4.23451 0.508871 0.332336 0.176534 0.137379 0.0933795
internal_count=2900 61 2839 708 700 656 622 606 589 561 556 44 531 394 358 326 264 209 150 142 56 2131 120 2011 1967 175 63 112 99 86
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=6 6 5 5 6 16 0 0 10 10 8 2 10 7 5 10 10 13 13 5 19 6 5 6 19 6 17 3 0 17
split_gain=0.00481538 0.016345 0.0110594 0.0157532 0.0136408 0.0131958 0.0115457 0.0132462 0.0164956 0.0112029 0.011293 0.010772 0.00974318 0.0105518 0.0196252 0.00955752 0.0236556 0.0134136 0.0164375 0.0212795 0.0131437 0.0134071 0.018347 0.015576 0.0108922 0.0104437 0.014271 0.00945599 0.0334459 0.0293549
threshold=13.665319288000001 13.775321858200002 20.950952025950006 20.410615048800004 13.355312044750002 22.594947163200004 89.738043936200015 90.603727454250006 67.649671936450019 70.343506983200015 8.1436447804000007 292.80063980640006 71.090898343450007 21.943165609950004 15.299679811400003 71.464594023550021 75.922057603850007 98.238948544700023 92.692659421600013 13.592434445950001 11.950964240300001 12.985303399550002 13.697488545350001 11.585270688000001 12.951044929850001 10.205238443750002 242.64190980425005 85.54673771085001 93.442739239950015 174.35320691475002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -8 -9 -10 12 -4 -11 -14 15 -15 -17 18 -18 24 -19 22 23 25 -20 26 -22 29 -29 -3
right_child=1 27 11 -5 -6 -7 7 8 9 10 -12 -13 13 14 -16 16 17 20 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10039783227396581 0.044362272744378879 0.100270589353314 -0.084890502361677223 0.081159391985839255 -0.067531615543849927 -0.093008743904796395 0.093624377829205407 -0.10044676322945099 0.04028514450932303 -0.10028240906032893 -0.066277251597858675 0.011002973448646806 0.048912009969306225 0.078615898307041743 -0.079953243610331098 -0.1002686759349416 0.0086517906518576628 0.056756127506578706 -0.10028738081746327 0.045190842340569026 -0.10011357350144579 0.084995225120430812 -0.087554288755641446 -0.062600610281649899 0.0038665716705353092 0.085879461177346808 0.10008890112687907 -7.4634221865506656e-05 0.040806648541189761 -0.014949846961448243
leaf_weight=0.011566892689557906 0.085787177595193387 0.02292241621762503 0.034102158433142904 0.021000588970309764 0.035066622753788579 0.016098640888230875 0.014890728047134871 0.016507338171777519 0.0644854848610521 0.009603580424879965 0.027460861703502815 0.017843814080663378 0.042808832282673848 0.015888328435266885 0.030918579193141227 0.022453957985817397 0.1463998008461509 0.077198365892400034 0.046186211710846692 0.018531596600837474 0.0087561499988737523 0.016248785050265724 0.02426773712522845 0.017859497049357742 0.012829914765461581 0.027051819568441715 0.0060005510458722719 3.6173169011561686 0.21184151602483314 0.6251511752059784
leaf_count=20 34 3 47 15 40 9 16 19 27 23 71 19 53 6 48 42 544 35 117 40 56 7 28 15 19 14 4 1175 57 297
internal_value=-0.000117709 0.00112487 -0.00736799 -0.00419591 -0.00672385 -0.00356023 -0.0013715 0.000400654 -0.0017977 0.00085037 -0.00376931 -0.0519504 -0.000487265 0.00137949 -0.00294446 0.00247094 -0.000383855 0.00520458 -0.011066 -0.0482906 0.0257464 0.00185142 -0.0142441 0.0155722 -0.0776446 0.0489655 -0.0187048 0.00029641 0.00218705 -0.0108745
internal_weight=5.34505 4.56302 0.782027 0.730081 0.70908 0.674014 0.657915 0.646348 0.631457 0.61495 0.550465 0.051946 0.523004 0.5134 0.470591 0.439673 0.423784 0.40133 0.223948 0.0775477 0.177383 0.100185 0.0839358 0.059668 0.0590161 0.0418085 0.0147567 4.47723 3.82916 0.648074
internal_count=2900 1566 1334 1268 1253 1213 1204 1184 1168 1149 1122 66 1051 1028 975 927 921 879 720 176 159 124 117 89 136 74 60 1532 1232 300
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=0 3 13 13 6 5 6 5 4 2 5 7 8 5 9 0 18 10 16 10 10 16 13 10 2 10 13 10 0 6
split_gain=0.00431463 0.0174175 0.0126173 0.010012 0.0154504 0.0095189 0.0229989 0.0212991 0.0169375 0.015736 0.0135234 0.0132123 0.0126341 0.0121044 0.00837975 0.00836775 0.0134552 0.00784817 0.0153063 0.0107607 0.00819992 0.0151481 0.0117806 0.0154793 0.0129009 0.0124691 0.0189864 0.0133413 0.0149257 0.009126
threshold=98.615332683000005 80.344571228450022 103.77179537715001 103.32013441125001 13.400313096150002 16.579584939650001 13.665319288000001 15.094471190800002 248.34582299520005 137.64628208855001 16.892865140250006 24.639960683050003 2.3481675133500004 14.515626273450001 207.13025159505005 97.32487278035002 13.434779691800001 78.220689305400015 16.064962433100003 78.494912034700022 80.288113607700012 16.244962012200002 98.238948544700023 82.204984254750016 146.11720701395004 83.715897724050009 92.692659421600013 87.33187390945001 110.50907145210002 5.6401317807500009
decision_type=2 2 2 2 2 2 2 2 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 17 6 7 8 9 12 -7 -8 -1 15 -13 16 -10 18 -2 -19 21 -21 23 -22 -25 -26 27 -27 -29 -30
right_child=1 -3 -4 -5 -6 10 11 -9 13 -11 -12 14 -14 -15 -16 -17 -18 19 -20 20 22 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.049246944067893525 -0.10024207316198182 -0.087178882711769767 -0.10035901422810239 0.090590896205877958 -0.10026546011624292 -0.045340759128312362 0.0045958001963486419 -0.10031159398986951 0.082094877999284901 -0.10055472955634406 0.00021857503671447937 0.08219782389205188 -0.054417299086456851 0.10027643048097799 0.031543946129793214 0.060734719532643103 -0.10014200317314592 0.050442234965031078 0.021938863500597993 -0.082144011100517264 -0.070988579525333759 0.028062623477224265 0.042889573500311279 -0.075956386501010803 0.066293694241577591 0.058053504216752407 -0.10022795641589309 -0.100274389547221 0.02403046734312346 -0.10011085893143896
leaf_weight=0.025936211588884706 0.021474407107234472 0.02697126937300709 0.013335079400007999 0.011465933170256903 0.016082802482742409 0.06613281449972408 0.074100990546867251 0.023670529013543273 0.0060557786928256965 0.021695147545642612 4.3950569631368026 0.06685438533895649 0.02150452189380303 0.02270707581192255 0.063851411425275728 0.01510528739891015 0.012241521131869604 0.044262739287660224 0.019622356974196009 0.031468754994875781 0.031589621702110549 0.020660791966747638 0.06282610232483421 0.017966733317525296 0.035055691139916689 0.042862503099058813 0.016767517799507914 0.015220481025920662 0.05415314260494597 0.0066487707241549279
leaf_count=39 61 38 20 8 27 31 14 25 3 18 1608 18 11 3 22 6 61 26 30 42 75 29 41 143 37 42 54 103 230 35
internal_value=-0.000113255 -0.00906871 -0.00450339 -0.00165098 -0.00407308 0.000795205 0.0165856 -0.013318 0.00312322 -0.030006 -0.000456798 0.0383286 0.00225673 0.0439436 0.0574528 0.00564847 -0.0398278 -0.000394723 -0.0419047 0.00410067 -0.00201831 -0.0384652 0.00469319 -0.00620158 0.00464563 0.0131289 -0.000610154 0.0134399 -0.0117138 0.0104554
internal_weight=5.30335 0.488435 0.461463 0.448128 0.436662 4.81491 0.353723 0.148916 0.125246 0.0691359 4.46119 0.204807 0.0474407 0.0561097 0.130706 0.0334026 0.0182973 0.42058 0.0410968 0.379483 0.33522 0.0521295 0.283091 0.220264 0.188675 0.170708 0.135652 0.118885 0.0760224 0.0608019
internal_count=2900 1041 1003 983 975 1859 220 166 141 68 1639 54 50 73 40 70 64 948 91 857 831 71 760 719 644 501 464 410 368 265
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=15 13 19 9 6 6 2 3 14 14 12 9 3 7 7 7 5 15 2 10 5 17 16 6 15 19 16 9 4 4
split_gain=0.00413734 0.0131712 0.00594975 0.011465 0.00843572 0.0084721 0.0277884 0.0279634 0.00591518 0.0211486 0.0203946 0.0359798 0.0223465 0.0488305 0.0199805 0.0363787 0.0348145 0.0268543 0.026639 0.0224358 0.0285098 0.0538706 0.0428047 0.021547 0.0225241 0.0304539 0.0234173 0.0198433 0.0163006 0.0229249
threshold=50.243466369800011 117.62273166525001 14.651182102100002 201.2906445504 20.305474434200004 17.765415086100003 56.184788788300004 90.808050272150012 202.65261526855002 204.50376127325003 121.97235442175001 199.68228938305 92.837836160650014 22.620341628000002 22.087764922150004 22.620341628000002 20.410615048800004 31.385732506450001 50.734033752200013 66.697957758300021 17.671168838450004 184.59783591905003 19.774953757550005 14.325334709150001 23.969938375100003 12.651020723000002 15.444963882950001 194.81758439455004 205.67906899175003 211.12522916715002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 10 -10 14 12 -12 -14 18 16 -16 19 -1 -17 22 -22 23 24 25 26 -21 -19 -11 -30
right_child=1 -3 3 -5 -6 6 7 -9 9 28 11 -13 13 -15 15 17 -18 27 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.028052464713489347 -0.10056785428119086 0.014930876669111651 -0.0068699895244067168 0.040196458501690562 0.042262082881350929 0.041730001151589362 0.089278557896421265 -0.08968499589268393 -0.060817330289402775 0.055796294313316154 -0.044892175066498397 0.067510793067319982 -0.029180757145647076 0.074878264275590925 0.087187297947234177 0.054022858908410777 0.0093836282923131179 -0.0076005567558137012 -0.084524854136580896 -0.0139454600863167 0.026144814263896522 -0.10110050065275103 0.10040442643498695 -0.034950618535646731 0.063942792540315693 -0.10094877008981351 0.082889967465712436 -0.064179815552970698 -0.03792009915369373 -0.00047300148889545832
leaf_weight=0.031913584738504031 0.01657214497186732 0.024426765959901786 0.1031292333609598 0.10389267275877501 0.045608510059537255 0.037259457414620445 0.010156588883546647 0.062200757516841065 0.06153080784470466 0.048676179132144504 0.070763589819193728 0.13018695107166423 0.092758043967251069 0.087761530419811606 0.084971915869686887 0.076431133435107768 0.17796736815944314 0.12469526310451329 0.061572740429284067 0.078601698822993171 0.060643800708930939 0.073712117997388305 0.045955600216984749 0.1272954129090067 0.069150473238551058 0.027127686355925107 0.036601818334020209 0.12326031749944377 0.17291005074679366 2.9983981699916722
leaf_count=10 38 17 26 33 17 10 6 139 34 24 21 31 36 15 25 16 35 21 77 72 14 38 4 39 24 28 11 25 76 1938
internal_value=-0.000111831 -0.0317548 0.000136455 0.01675 -0.000548936 -0.000941605 -0.0284343 -0.0645644 -0.000321879 -0.002743 0.00470221 0.0248433 0.00273775 0.0214087 -0.001701 0.00204999 0.0345268 -0.00807411 -0.0460941 0.00343946 -0.0040085 -0.0436662 0.00984072 -0.00244438 0.0171218 -0.00562575 0.0168206 -0.0357265 -0.00163326 -0.00251474
internal_weight=5.26613 0.0409989 5.22513 0.207022 5.01811 4.9725 0.109617 0.0723573 4.86289 3.28152 1.58137 0.38147 0.251283 0.18052 1.1999 1.10641 0.262939 0.843475 0.0934863 0.59552 0.519089 0.134356 0.384733 0.338777 0.211482 0.142331 0.115204 0.247956 3.21998 3.17131
internal_count=2900 55 2845 59 2786 2769 155 145 2614 2072 542 103 72 51 439 352 60 292 87 246 230 52 178 174 135 111 83 46 2038 2014
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=17 9 16 13 7 7 19 0 10 19 15 7 15 7 7 2 13 13 17 9 2 9 16 19 17 13 13 19 7 6
split_gain=0.00487555 0.0125502 0.00430193 0.0232283 0.0175717 0.0414126 0.0300662 0.028546 0.0173833 0.0177328 0.0454566 0.0186988 0.018496 0.0189425 0.0155037 0.0137052 0.0133156 0.0362124 0.0299155 0.0272101 0.0504998 0.0342288 0.0311484 0.0501497 0.0703094 0.0185209 0.0187507 0.0289474 0.0157578 0.0152697
threshold=159.06578391905001 58.059373288650008 22.624947093000003 117.70876232545002 24.252468908850002 23.856905110850004 14.251149826300002 86.280686780500005 62.046925192600007 14.551174033150001 42.133814420300006 22.169188248350004 44.34858359035001 22.426784932800004 24.803585171000005 121.41360778140002 117.38883580790001 117.07428620665002 195.53954078470002 197.58039077460003 184.66468190290001 201.63419974125003 22.554947256700004 14.451165964200003 189.90635174060003 116.67639440335002 115.25151159420001 14.551174033150001 23.031046061850002 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 16 5 6 -4 8 9 12 11 -11 13 -8 -6 -15 17 25 -19 22 -21 -22 -18 24 -24 26 27 29 -25 -2
right_child=2 -3 4 -5 14 -7 7 -9 -10 10 -12 -13 -14 15 -16 -17 19 18 -20 20 21 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=0.061027252987063234 0.0016753403645987685 -0.10051494153677593 -0.055770887117585405 -0.080171797175649664 0.079219868377899058 -0.064230683945288636 -0.00067185374696193722 0.042664771246667739 -0.048649861709089429 -0.018254821307062557 0.039186024450332077 -0.10087221416605799 -0.027751688478351161 0.075362800705930336 0.0068616283337824997 0.021182641514826874 0.049540655585048173 0.085623948782486178 0.00021553463395215268 -0.069490151560721664 0.051146957471314695 -0.034480303886158109 0.0095971629965069111 0.0057783196512581556 -0.086878476574718352 -0.062823740016341376 0.029634799181936813 -0.081791154077052397 0.063312051659617341 -0.036389943481925237
leaf_weight=0.0071703622142108561 2.4434054961123359 0.014605110055866177 0.06950180453546273 0.037121616879090769 0.057516901637427398 0.088121399488954921 0.12215134572397801 0.23109319488867186 0.062121908517660529 0.054535715506062843 0.080577696524755993 0.05504635463194063 0.067641913829731948 0.09948648777208291 0.061033013073028997 0.087972226901911199 0.11310415203297441 0.09295348515331614 0.073389301425777376 0.18343730088315624 0.085172775246064703 0.10330813368562985 0.16787920137664969 0.10718473629026448 0.13733757462978247 0.046247998815488134 0.21116036523611104 0.043980090667900984 0.085641303078645592 0.11013354683297016
leaf_count=36 1848 84 27 55 19 23 35 37 35 20 29 20 48 21 25 22 24 30 14 34 22 36 36 29 30 12 79 13 16 141
internal_value=-0.000102316 -0.0473213 9.62481e-05 -0.00143242 0.00553084 0.00128867 0.00749605 0.0126053 0.00157089 0.00706921 -0.0178306 -0.059756 0.0196204 0.0299699 0.0419677 0.0499367 -0.000702477 0.00258689 0.0479423 -0.0108117 -0.0321384 0.00421386 0.00216677 -0.00859171 -0.0338137 -5.57553e-05 0.000977789 -0.00135183 0.0313312 3.35935e-05
internal_weight=5.20003 0.0217755 5.17826 4.04146 1.1368 1.01825 0.930129 0.860627 0.629534 0.567412 0.19016 0.109582 0.377252 0.30961 0.11855 0.187459 4.00434 3.02127 0.166343 0.983065 0.371918 0.188481 0.611147 0.498043 0.305217 2.85493 2.80868 2.59752 0.192826 2.55354
internal_count=2900 120 2780 2419 361 317 294 267 230 195 69 40 126 78 44 43 2364 2137 44 227 92 58 135 111 66 2093 2081 2002 45 1989
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=13 10 13 10 6 0 12 0 5 10 19 13 16 7 16 16 18 0 0 16 6 19 18 3 10 3 16 3 12 16
split_gain=0.00387516 0.0362722 0.0168167 0.0157704 0.0161573 0.0123744 0.023375 0.0198171 0.0114845 0.0107688 0.0353875 0.0170994 0.0278132 0.0272355 0.0207884 0.0214061 0.0378212 0.0209063 0.0229575 0.0402995 0.0504292 0.0304531 0.0316118 0.029119 0.0345157 0.0290457 0.0498019 0.0288536 0.0279004 0.0274495
threshold=104.02719889955002 75.465019721650009 103.58091484995002 68.214248143850014 14.055328400500002 95.897301513100004 211.56805207830004 97.32487278035002 23.234643166550004 72.953999827850012 12.651020723000002 106.77211465075001 17.844958270700005 19.468732114900003 18.384957008000004 18.634956423400002 13.601370067700001 96.249489528150022 94.047642319350018 19.214955067100004 15.365359009150003 13.751109481500002 11.904475184000002 86.302194445500007 67.203387886850024 89.227236891450005 20.784951395750003 88.727183679150016 92.695913642950003 20.874951185300002
decision_type=2 2 2 2 2 2 2 2 2 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 3 8 5 6 -5 -7 -1 11 -11 -2 13 -13 -14 16 -16 18 19 20 -17 22 -21 -23 25 27 -27 -25 -20 -28
right_child=1 -3 -4 4 -6 7 -8 -9 -10 10 -12 12 14 -15 15 17 -18 -19 28 21 -22 23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-0.1002662702622428 0.046263741684768767 0.07905914655042158 -0.061495517262616706 -0.10013291172053125 0.083100536233807976 -0.10040548614641705 0.072091828749134793 -0.0027015807523492657 0.021104893215110304 0.016544227706654598 -0.07615745403744939 0.01843243588449768 0.045162134386372489 -0.10079669704561854 0.075628101873690914 0.082867073946928604 -0.079059303824618649 0.054587847862185082 0.051495892665165077 0.018544805866359815 -0.025025558951631617 0.063273784517154791 -0.074491092618187857 -0.00060322707898067315 -0.055893580722437532 -0.066820297272145002 0.050354199035743875 0.065955911994897476 -0.060977463839707251 -0.00050677748972043058
leaf_weight=0.027001130501005721 0.081636036331602102 0.058746376016642787 0.052328494413814042 0.0094926023274979343 0.02317054911611649 0.021607049821795954 0.046406780661030211 0.52922348026642219 0.010961014386252188 0.0919176582754061 0.074599072649562004 0.03014160557633605 0.10487650964897444 0.052580938868089788 0.019986902360756509 0.12743918223714112 0.075563787754646228 0.072013410157523938 0.027323900965711689 0.055251952420804051 0.065631366982472628 0.074191886327753642 0.10773273358927327 0.12612283533235391 0.10714566804654158 0.11081910399673267 0.11065396681169692 0.13468043666216545 0.11438025096504134 2.5852721654616051
leaf_count=72 42 12 35 75 14 30 45 1028 23 30 71 83 59 97 43 23 60 24 12 24 38 14 49 31 25 39 18 35 69 680
internal_value=-0.000103727 0.00100724 -0.0069046 -0.00262728 0.00114511 -0.0019847 0.0428453 -0.00653414 -0.0652221 -4.68538e-05 -0.0249859 0.000945813 4.38753e-05 -0.0573532 0.00122525 4.80104e-05 -0.0467024 0.0012178 0.000191989 0.00174396 0.0461906 -0.000771186 -0.0429518 0.00134486 -0.000102402 0.00184631 -0.00111988 0.0337683 -0.0392899 0.00158081
internal_weight=5.1289 4.40871 0.720191 0.667863 0.6299 0.60673 0.0558994 0.550831 0.0379621 4.34996 0.166517 4.18344 4.10181 0.0827225 4.01909 3.91421 0.0955507 3.81866 3.74665 3.60494 0.193071 3.41187 0.162985 3.24889 3.17469 3.06755 2.80675 0.260803 0.141704 2.69593
internal_count=2900 1578 1322 1287 1192 1178 120 1058 95 1566 101 1465 1423 180 1243 1184 103 1081 1057 976 61 915 73 842 828 803 737 66 81 698
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=7 7 18 18 18 18 15 19 0 10 13 9 9 9 8 8 6 9 0 8 16 15 15 13 13 5 0 9 19 15
split_gain=0.00380481 0.0224227 0.0222501 0.0247473 0.0373137 0.0238719 0.0227079 0.0272159 0.0156199 0.0497445 0.0406878 0.0271501 0.0228322 0.0154431 0.0148384 0.0145147 0.014495 0.0298005 0.0189052 0.0445439 0.0207497 0.0252361 0.0324622 0.0405142 0.0338868 0.0196069 0.0231011 0.0181381 0.0142062 0.0131244
threshold=24.390191290350007 24.575790737200006 14.322090334300002 14.424014050250003 14.445615684650003 14.255915995100002 33.202295547750005 12.751028791950002 93.262612545250008 69.276189105400007 109.72404167800001 196.98862600660001 189.78071820640002 38.136666659400014 2.5480115570500002 8.4434108459500017 14.955349429350003 207.56260994255004 94.964406541850011 8.2435668022500028 18.714956236300004 28.566186095050004 28.129673635100001 104.27722550570002 104.02719889955002 16.222050829800004 97.835679825150024 206.36238950785003 12.551012654050002 29.198705243000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 5 -4 -5 8 7 28 9 -1 11 12 13 -10 -15 29 18 -18 19 -3 21 22 23 24 25 26 -20 -22 -6 -2
right_child=1 16 3 4 6 -7 -8 -9 10 -11 -12 -13 -14 14 -16 -17 17 -19 20 -21 27 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024544413784018348 -0.02303169322792066 -0.087430751066017304 0.063913929174813297 -0.10112102824353249 0.010826333442065784 -0.054175402947270107 0.077455019741227024 -0.054756078439902073 -0.10028186135684268 -0.083654648087101546 0.081979738080592196 -0.071823813330854219 0.08933953598191588 0.046666088997858138 -0.044358649968077729 0.0071818704170075456 0.076149291267920874 -0.009411352238099498 0.086583242220723625 0.011569582244743894 0.079983201861296246 -0.08381693474112438 0.098226734518299358 -0.10039357273489313 0.070419414206055561 -0.070155756098939939 -0.0071527364506903642 0.0015162344505630938 0.088964244735481951 -0.10115281410054254
leaf_weight=3.0354192801239517 0.037916760623374901 0.084332340169339437 0.11191153884431049 0.028088627102988539 0.10041851748439967 0.082640411300871963 0.054488421177666169 0.055301902425696881 0.014702663759066925 0.072351968520386722 0.082079928164603189 0.043598048411695345 0.03428573071869323 0.04664114007164244 0.029071615795146499 0.037250482771923998 0.070530220451473724 0.096272881771483299 0.028172080114927667 0.098567720656184576 0.058254106756066903 0.038523614392943273 0.031662465538829565 0.041951424667331594 0.063192586691002361 0.045256955652803299 0.39391489661919543 0.059597187500912696 0.030284956628634063 0.049684375601373176
leaf_count=1083 31 58 50 9 115 30 13 78 25 33 11 18 8 26 44 19 19 54 18 60 13 72 4 45 24 31 839 28 15 27
internal_value=-0.000100687 -0.00492577 0.00145883 0.0244053 0.0079431 -0.00107867 0.0206813 0.00405003 0.000227984 -0.00170783 0.0242558 -0.00389625 0.0198526 -0.00649699 0.0117151 -0.0451053 -0.000407344 0.0267667 -0.00521187 -0.0340779 0.00173017 -0.0053431 -0.000339225 -0.00579059 0.00169001 -0.00760334 -0.000896354 0.0403026 0.0289315 -0.0673393
internal_weight=5.05636 1.23508 3.82128 0.380494 0.268582 3.44079 0.240494 0.186005 3.35815 3.10777 0.250379 0.168299 0.124701 0.0904154 0.0757128 0.124852 1.11023 0.166803 0.943425 0.1829 0.760525 0.642674 0.60415 0.572488 0.530537 0.467344 0.422087 0.117851 0.130703 0.0876011
internal_count=2900 1342 1558 280 230 1278 221 208 1248 1116 132 121 103 95 70 77 1265 73 1192 118 1074 1033 961 957 912 888 857 41 130 58
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=0 0 3 16 3 2 7 6 18 19 7 13 7 9 0 18 18 16 6 6 18 9 9 18 7 16 10 5 9 15
split_gain=0.00373636 0.0123254 0.00952653 0.00999853 0.0183158 0.0274653 0.0127476 0.00975971 0.00931686 0.0427457 0.0161949 0.022101 0.0145837 0.0418372 0.034728 0.0245702 0.0529388 0.0365179 0.0365042 0.055621 0.0260254 0.0322331 0.0439594 0.0335864 0.0461588 0.0335055 0.0548842 0.0260202 0.0289841 0.0221861
threshold=85.716110573100011 85.694602908050015 93.770731131900007 22.724946859200003 93.58791597905001 86.011634045550025 23.031046061850002 16.455384477450004 13.278511569200001 14.351157895250003 22.708075280250004 113.96105169155001 23.195026784100005 192.09062119805003 88.576630023850015 13.482409244300003 13.5308213324 22.674946976100003 16.565387047600002 16.515385879350003 13.5538556217 196.26893085885004 201.63419974125003 13.934548574650002 23.974509389900003 22.614947116400003 68.579878449600017 16.522781810950004 197.33595066125002 29.198705243000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 -6 -7 -4 9 10 11 -2 13 -10 -15 -14 -17 18 19 20 -18 25 23 -23 -25 26 -22 -26 -29 -30
right_child=2 -3 7 -5 5 6 -8 -9 12 -11 -12 -13 15 14 -16 16 17 -19 -20 -21 21 22 -24 24 27 -27 -28 28 29 -31
leaf_value=-0.0047366876091497626 -0.025699856602186117 -0.080581483426628811 -0.0014121983578571093 0.047428635787594098 0.018836340626337395 -0.10049126109160141 -0.019534746401979622 0.038338920165871891 0.0069606992029533675 0.04668160976491488 -0.03151840813038885 0.043094480212634165 0.03492750319552073 -0.074709765470429151 -0.0048236106142149973 -0.10181175960320532 0.075098590976810334 0.088125833754631566 0.060337414521293688 -0.10161598329333399 -0.083086971794994968 0.067305157091734902 -0.0069009128485613101 -0.046659652523738861 -0.032977788192759837 0.1001686425862286 -0.0093938857350129145 0.095339053632881865 0.05022636383797402 -0.019892214168849745
leaf_weight=0.55262478801560622 0.087338833104695701 0.022290756809525192 0.11510351555443765 0.043539350037462898 0.054925193777307757 0.055016885233442281 0.030086767515058455 0.13328495162932086 0.38245461375832723 0.22209595541380622 0.17009631918563173 0.10035965614952147 0.20636658044168177 0.15930450168525567 0.12842746662261106 0.050997274229303335 0.044496921822430369 0.047316303913248592 0.094543339757365064 0.055876589583021885 0.13432022238089336 0.15352426492609073 1.0943317496861782 0.099985028253286146 0.052773076385001616 0.021317469538189471 0.40818226655468948 0.077604050835361704 0.11527882605150808 0.0741500995811748
leaf_count=568 37 12 21 15 12 38 18 26 269 34 37 20 26 33 17 7 5 19 20 15 32 20 736 20 61 6 711 10 25 30
internal_value=-9.45423e-05 -0.00767736 0.000893308 -0.000241361 -0.000744985 -0.0362916 -0.0718706 0.0199182 0.000505296 0.0122212 -0.00916954 0.0110835 -0.00149219 -0.0147107 -0.0435165 0.00175155 -0.000960219 0.00111891 -0.000577786 -0.00304756 -0.000627636 -0.00213767 0.00485067 0.0272818 0.0126447 -0.0228075 -0.0276398 0.0311857 0.0438662 0.0227791
internal_weight=4.98801 0.574916 4.4131 4.16471 4.12117 0.140029 0.0851037 0.248388 3.98114 0.579891 0.357795 0.187698 3.40125 0.670187 0.287732 2.73106 2.5247 2.4737 2.42638 2.33184 2.27596 2.23147 1.66765 0.573315 0.419791 0.56382 0.542502 0.319806 0.267033 0.189429
internal_count=2900 580 2320 2273 2258 68 56 47 2190 128 94 57 2062 319 50 1743 1717 1710 1691 1671 1656 1651 902 166 146 749 743 126 65 55
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=15 16 5 5 7 7 4 8 9 16 10 10 13 5 13 4 18 5 2 15 6 10 0 15 6 8 5 3 5 0
split_gain=0.00399383 0.0111768 0.00618117 0.0326276 0.0201534 0.0182005 0.0137479 0.0194739 0.0149037 0.00976141 0.0144116 0.0136047 0.00986646 0.0149318 0.0303893 0.0258452 0.0184215 0.0123157 0.0426472 0.0176087 0.0144289 0.028536 0.0205731 0.0287644 0.0241241 0.0301443 0.0224726 0.0353444 0.0267061 0.0205514
threshold=50.243466369800011 22.674946976100003 25.556820288350004 24.779543538450003 21.725272673150005 20.778835947700006 122.51844363470001 5.9453602998000008 71.82068887245002 22.744946812400002 61.614083433650009 61.82916008405001 117.69263157665002 23.606333875400001 117.68187774410002 266.97556800805006 13.465147564100002 22.963361893800002 158.68292856370002 42.133814420300006 16.455384477450004 62.057679025150001 86.530713386650021 41.211223942950006 16.405383309150004 8.3434888241000014 22.382291025900006 92.837836160650014 22.120912517600004 86.232294534150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 6 -4 8 -8 11 -11 -1 13 14 17 -15 -17 19 -19 20 21 -13 24 26 25 -23 27 28 -24 -22
right_child=1 -3 4 -5 -6 -7 7 -9 -10 10 -12 12 -14 15 -16 16 -18 18 -20 -21 29 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.054181683762721589 -0.10048040652032655 0.011473296859930225 -0.10086778144957523 -0.084601200336058127 0.063102368348927296 -0.10030625116904468 0.0085113712381157652 0.07624903196854925 -0.10008933640402343 -0.0094842692515312594 0.058816389284993775 0.037383102374086506 0.030136833375589124 -0.10084367205689937 -0.089525356453310861 0.029606151493097251 -0.036554979135699488 0.068467755453324217 -0.016202609196289942 -0.047153711227211098 0.0075981906858241721 -0.04842463523919005 0.0002399261734416263 0.071135791741874038 -0.081330350968969067 0.051927544864745503 -0.080664134559909575 0.10008443592166397 0.090747061606822499 -0.02664223119466308
leaf_weight=0.046917230345664751 0.014723204096917075 0.022614504367766131 0.010804664139868581 0.045873952702302989 0.065566821351694671 0.016863489242226137 0.11149331853346212 0.040080147567550739 0.014251803155282516 0.056650614968020707 0.067946383001981303 0.23624172236304852 0.10569929922348809 0.038403472248546566 0.037103515816852339 0.06979086267688217 0.10600732014131609 0.11179066986750275 0.12714725169529117 0.077559710887783129 0.30950040312495719 0.069340536099013028 2.4240736797816425 0.061352272879048431 0.062934870831668377 0.052669569005956873 0.032590354844842184 0.036880503233987727 0.033046449127141275 0.40424490057199591
leaf_count=35 41 14 3 63 31 33 87 12 156 32 16 41 23 51 6 30 36 25 42 37 79 34 1826 9 9 13 13 5 9 89
internal_value=-9.19548e-05 -0.0326729 0.000157694 -0.000686257 0.0151881 -0.00104797 0.00842857 0.01555 -0.0037973 0.000156475 0.0277621 -0.000617629 -4.60046e-05 -0.000789548 0.000562718 -0.0265246 -0.0102894 0.00139022 0.0234117 5.70312e-06 0.000988189 0.00402018 0.00117776 0.00348041 -0.0310433 -0.0051044 0.00183756 0.00291565 0.00145718 -0.0117946
internal_weight=4.91016 0.0373377 4.87283 4.61377 0.25906 0.193493 0.17663 0.165825 0.125745 4.56789 0.124597 4.44329 4.39638 4.29068 4.07648 0.214202 0.175798 4.03937 0.238938 3.80043 3.72288 3.00913 2.77289 2.58794 0.184945 0.12201 2.52659 2.494 2.45712 0.713745
internal_count=2900 55 2845 2523 322 291 258 255 243 2460 48 2412 2377 2354 2237 117 66 2231 67 2164 2127 1959 1918 1862 56 47 1853 1840 1835 168
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=19 5 12 12 19 13 5 6 8 6 4 5 17 12 19 8 9 8 8 6 8 15 5 18 2 9 6 16 9 19
split_gain=0.00400483 0.0104832 0.00680647 0.00600162 0.0153869 0.0341556 0.0297939 0.025356 0.0146549 0.0113797 0.0097635 0.0281594 0.0114709 0.0107056 0.010352 0.00962341 0.0296428 0.018613 0.0119353 0.0132202 0.0123927 0.0300362 0.0611248 0.0486057 0.0409229 0.0397565 0.0328644 0.0409462 0.0206855 0.0189403
threshold=14.651182102100002 22.334016245700003 58.770113158150004 92.695913642950003 12.651020723000002 110.04934511175001 19.500380888400006 16.585387514950003 8.2435668022500028 14.515339148550002 163.60960442095003 20.485565917300004 166.83257850275001 254.30002952885002 13.451085274650001 8.9430209551500024 226.28914430085004 9.6424751081000029 8.7431769115000026 16.455384477450004 8.4434108459500017 38.842471172100005 21.893521430150003 13.24392582145 116.16618105335002 214.57164835430004 16.325381439950004 22.494947397000004 201.11092673680002 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=2 -2 -1 4 8 9 -7 -8 -4 -6 11 -5 13 14 -12 18 17 -17 20 -20 29 25 -23 24 -24 26 -22 -28 -25 -14
right_child=1 -3 3 10 5 6 7 -9 -10 -11 12 -13 15 -15 -16 16 -18 -19 19 -21 21 22 23 28 -26 -27 27 -29 -30 -31
leaf_value=0.041187835773388012 0.040573797173882674 -0.0058783276645230078 -0.014011137346238154 0.068307001337774703 -0.030730455455722373 0.042925992410696397 -0.086562253416500395 0.0090317716060703511 0.082175489401578941 -0.10130230071492861 -0.10027164140177439 -0.016351156320587614 -4.5893189909162088e-05 0.025170342844605283 0.01341427378611928 -0.10053333762748916 0.060819099164370165 -0.0030783074695209644 -0.0013164429641146841 0.054630507347061791 -0.062919572456588704 0.082295736848142786 0.020393197612885001 0.044030463679262173 -0.088589732418380751 0.048293735177969505 0.045996562169041383 -0.042887337326245278 -0.0081989118326849086 0.026247259498808323
leaf_weight=0.038505515636643284 0.084309945540553488 0.11464618683021399 0.03367826108820704 0.075864946207729989 0.038549500991194918 0.090384607392479666 0.050708959669464093 0.061277039014385082 0.029905322288186653 0.056101143591149594 0.031477116505513325 0.081497816380476706 2.3806289705535053 0.015791732696760263 0.010743393268285217 0.047258735282866726 0.027059102726525452 0.033483056583634152 0.084876060172859868 0.084072774728383592 0.23782026302478676 0.089216269924691005 0.050968950614333153 0.13682163602184971 0.10634005459429474 0.061824618923083108 0.083267690016782581 0.13726866890283418 0.17010405499178205 0.30959760041017137
leaf_count=10 22 39 36 19 27 21 15 32 8 22 198 25 1789 50 41 42 20 19 31 24 59 21 12 28 47 47 19 32 48 97
internal_value=-8.76481e-05 0.0138063 -0.000681467 -0.00103069 -0.0134175 -0.0229748 0.000216471 -0.0342547 0.0312284 -0.0725597 1.88308e-05 0.0244627 -0.00091967 -0.0450709 -0.0713432 -0.000285778 -0.0297626 -0.0601194 0.000522203 0.026524 -0.000644945 -0.00972802 0.00648757 -0.00808118 -0.0532787 -0.0269807 -0.037134 -0.00932753 0.015084 0.00297998
internal_weight=4.85405 0.198956 4.65509 4.61659 0.360605 0.297021 0.202371 0.111986 0.0635836 0.0946506 4.25598 0.157363 4.09862 0.0580122 0.0422205 4.04061 0.107801 0.0807418 3.93281 0.168949 3.76386 1.07363 0.553451 0.464235 0.157309 0.520181 0.458357 0.220536 0.306926 2.69023
internal_count=2900 61 2839 2829 161 117 68 47 44 49 2668 44 2624 289 239 2335 81 61 2254 55 2199 313 156 135 59 157 110 51 76 1886
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=13 5 5 13 17 17 9 17 17 9 7 9 2 13 17 18 12 5 17 15 5 7 18 18 18 18 9 19 15 9
split_gain=0.00374881 0.0214505 0.0365833 0.0239292 0.0326617 0.0519869 0.0260112 0.0247183 0.0224654 0.02758 0.017016 0.014323 0.0347531 0.0140745 0.0115912 0.0309122 0.0349335 0.0389063 0.0212189 0.017869 0.0408376 0.0109159 0.0102941 0.0504868 0.0392268 0.0245414 0.0155408 0.033284 0.0369638 0.0257521
threshold=117.38883580790001 20.206488238950005 21.042547594650003 117.55283175385001 196.27545234990001 192.84209122775002 191.40721473735002 199.14656950540004 196.65693750130004 199.21354841250005 22.708075280250004 185.04294426330003 125.31286365695001 117.30011668960002 187.45953903175004 13.101381023200002 197.02116758845003 23.606333875400001 194.04732099685003 37.80636766060001 23.151456684850004 22.446731871300006 13.482409244300003 13.3584252364 13.340835220050002 13.5308213324 193.60452210450003 14.051133688400002 26.557525034400005 197.58039077460003
decision_type=2 2 2 2 2 2 2 2 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 10 4 5 6 -4 -6 11 -10 -3 12 -5 22 19 -16 -17 -18 -19 -13 -21 -22 23 24 26 -24 27 28 -1 -28
right_child=1 2 3 8 7 -7 -8 -9 9 -11 -12 14 -14 -15 15 16 17 18 -20 20 21 -23 25 -25 -26 -27 29 -29 -30 -31
leaf_value=0.022534970151352439 0.052976899142537295 -0.019879021214435716 0.0031203944247473717 0.068708022146875214 -0.10105282312142233 0.049909343369913678 -0.060140571287041193 -0.017431926275548709 0.077254829947050657 0.0049057150075946104 -0.0787802859022219 0.019707089035235409 -0.061564499444336722 0.038012504881558246 0.052885789389250426 -0.052912219445700549 0.044203770186932674 0.0013409931928787477 -0.080446163617328745 -0.10099711481834342 -0.024953707648660256 0.05039623966566107 -0.10181228912808243 0.067119119777138483 -0.10305453900692892 -0.0012144643746813265 -0.075288535909435073 0.066068332483742429 -0.068160332854285369 0.018048026552872236
leaf_weight=0.14915502445025186 0.064592147853545501 0.10995786753483106 0.13025495531826425 0.079070864926620521 0.070483626075656503 0.12557129461047367 0.12973158452917311 0.070917772785065836 0.094869031752750743 0.11850975647439554 0.088539280309305468 0.065081715962151065 0.027635040926469401 0.10532829632086294 0.10289565681136992 0.12362419354758458 0.15804902298282286 0.086444067053378149 0.050109767681533413 0.066822726803366095 0.048757565306317474 0.031743530035356571 0.024518032801097767 0.13170071850106524 0.036152597246598361 2.2231759199017329 0.055222229799255729 0.096150866068171581 0.06431360608208081 0.063611354454224056
leaf_count=236 19 25 38 35 20 29 40 22 22 41 23 21 56 27 36 30 27 36 22 14 29 23 8 39 5 1862 8 29 44 34
internal_value=-9.47273e-05 -0.00363197 -0.00568725 -0.000605478 -0.0180039 -0.00292694 -0.0284464 -0.059114 0.00809624 0.0370724 -0.0461518 0.000737698 0.0349696 0.00211644 -0.004242 0.00378343 -0.00829713 0.0104247 -0.0286716 -0.0239319 -0.0432098 0.0047586 0.000787024 0.0124676 -0.00302436 -0.00231179 0.00541612 0.017215 -0.00478962 -0.0253257
internal_weight=4.79299 1.84366 1.77907 1.58057 0.526959 0.385558 0.259987 0.141401 1.05361 0.213379 0.198497 0.840234 0.106706 2.94933 0.733528 0.521123 0.418227 0.294603 0.136554 0.212406 0.147324 0.0805011 2.844 0.596306 0.464606 2.24769 0.428453 0.309619 0.213469 0.118834
internal_count=2900 608 589 541 149 107 78 42 392 63 48 329 91 2292 238 151 115 85 58 87 66 52 2265 395 356 1870 351 309 280 42
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=3 2 5 7 7 18 8 3 16 3 10 6 17 2 15 15 17 16 18 3 6 8 17 2 7 5 9 2 16 9
split_gain=0.00431164 0.0126101 0.0103747 0.00632117 0.0150693 0.0180495 0.0135989 0.0138315 0.0192546 0.0134685 0.0255187 0.0117489 0.0107211 0.0108858 0.0124897 0.0191713 0.016253 0.010857 0.00990916 0.0118968 0.0286082 0.0309369 0.0307614 0.0326071 0.0380543 0.0322164 0.0436788 0.019372 0.0176047 0.0331956
threshold=108.42013948475001 170.32456123625002 29.040033326300005 20.778835947700006 21.725272673150005 13.601370067700001 9.5425530862500008 94.92945658615001 22.764946765650006 93.716961969300016 61.614083433650009 17.130400249100003 171.14418113535001 215.60007756200005 22.332985174250002 23.811316291350003 162.59969366065002 18.714956236300004 12.752103815600002 93.308316333450009 16.405383309150004 8.4434108459500017 184.59783591905003 163.32842070695003 23.046547257250005 22.504913082700003 188.53841931785004 194.22594225160003 22.614947116400003 197.19111486365003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 12 5 9 7 8 11 -5 -11 18 13 14 -1 -16 -17 -14 -6 28 21 -21 -22 25 -25 26 -24 -26 -20 -30
right_child=1 -3 -4 4 6 -7 -8 -9 -10 10 -12 -13 17 -15 15 16 -18 -19 19 20 22 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=-0.080258122986167912 -0.10024072896658719 -0.10034105632111999 0.074309987917491743 -0.10077981781800337 0.056157736039193419 0.026406145399271715 0.051114095622291855 -0.059347775536351226 0.056200881900062644 -0.10056495152919279 0.040203786799484734 -0.053491877867802455 0.0054036311968471236 0.039702395058700303 0.076502161396822574 0.032319599327102537 -0.082546141321129196 0.072116209211135013 -0.0006624157296189156 -0.094365107543776805 -0.082809678083299157 0.014298856844436365 0.042603191199824253 -0.10071423930888075 -0.057163954371793106 0.056877205871226105 -0.039700070401353718 0.012959090257853743 0.061701108912137231 0.0022850388439798852
leaf_weight=0.025510398929981082 0.0047720060177310888 0.015823448739487489 0.011887829447374543 0.040702088587181495 0.03112160634873351 0.03520474113349259 0.052022144251850366 0.039336840426486108 0.060570231522433349 0.023660634732205921 0.028258338385690251 0.041561014222679549 0.045257812231596972 0.044221788912182092 0.023050441421673895 0.02146429588214005 0.028909596537232574 0.052918125749329192 2.8346714733975529 0.076553092483095386 0.045906845401633589 0.039833140832001845 0.11961956601589918 0.05407262191502582 0.054110262268523002 0.14662262682759319 0.13989069961826317 0.1448752938299549 0.13692752634233318 0.30015416677633766
leaf_count=64 47 46 44 33 9 60 23 41 17 28 23 18 63 28 16 18 42 28 1836 39 26 22 23 62 19 36 36 53 29 71
internal_value=-0.000102585 -0.0364097 0.0243121 0.000149041 -0.000706597 -0.0345444 0.000295139 -0.000324603 0.000224738 -0.0577114 -0.0239477 -0.000589125 0.0159111 -0.00154345 -0.0199795 0.000963582 -0.0336019 0.0413626 -5.60254e-05 -0.000483429 -0.0112425 -0.0571749 -0.00366067 0.00185136 -0.0263243 0.0194074 -0.00176292 -0.00610951 0.00221799 0.0208987
internal_weight=4.71949 0.0324833 0.0166598 4.68701 4.44567 0.127826 4.31785 4.26583 4.22649 0.0926211 0.051919 4.16592 0.241332 0.143157 0.0989347 0.0734243 0.0503739 0.0981759 4.12436 4.09324 0.821484 0.116386 0.705098 0.659191 0.253058 0.406133 0.25951 0.198986 3.27175 0.437082
internal_count=2900 137 91 2763 2504 144 2360 2337 2296 84 51 2279 259 168 140 76 60 91 2261 2252 316 61 255 229 134 95 59 72 1936 100
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=0 10 9 10 13 15 10 12 5 7 8 15 19 5 5 7 13 10 5 16 13 9 13 2 3 3 5 5 6 5
split_gain=0.00391558 0.01105 0.0174925 0.021503 0.0210754 0.0122392 0.0154334 0.0109627 0.0133366 0.00954177 0.00927227 0.0128563 0.00863869 0.00992615 0.020495 0.019611 0.0149765 0.0437553 0.0313259 0.010165 0.0304565 0.0738528 0.0376996 0.0324482 0.0283738 0.0283083 0.0442986 0.0449754 0.0274332 0.0241847
threshold=85.716110573100011 61.917879202350001 187.38923140910003 61.960894532450006 117.59047016770002 43.132842597400007 61.82916008405001 115.61167718145002 23.398433971250004 19.617375644250004 8.543332867800002 40.452545866750008 14.651182102100002 25.556820288350004 23.953129400350004 23.302979953550004 117.62810858150002 61.982402197500001 22.732890661650003 22.604947139800004 117.38883580790001 197.58039077460003 117.30011668960002 146.11720701395004 93.394346993650018 93.308316333450009 21.850554661550003 20.950952025950006 17.765415086100003 22.732890661650003
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -1 -5 -9 -10 -4 -12 13 14 16 -16 17 -2 -18 20 22 23 24 -22 28 26 27 -21 29 -19
right_child=12 2 10 4 -6 -7 -8 8 9 -11 11 -13 -14 -15 15 -17 18 19 -20 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00082708042560363123 -0.10106837588899671 -0.10104584488854106 -0.10049112536763714 -0.10034616859445947 0.10016904574434762 0.030681894999087252 -0.07575455215240906 0.063743158071493874 0.035546495737469611 -0.10039445478501619 -0.10049171181162508 0.021442192352273036 0.026258455496851893 0.039841057582896522 0.00524016675592439 -0.074192873220690098 -0.0029668737945942932 0.0014535750305958257 0.064582389735428555 0.050480483003024247 0.043753974447604739 -0.08341705678386982 0.079084410471961658 -0.025091469975846055 0.082338379689601157 -0.017671576530998816 0.080461663750566348 -0.040422708456015172 -0.10101899699272494 -0.066721661415492808
leaf_weight=0.22311879956073166 0.043169711250813037 0.017651480305630685 0.03781592283942814 0.011342898879910024 0.023601022515322256 0.10382352458509558 0.031353365085337259 0.022502348425518903 0.0085736416331201326 0.012980673005813514 0.014824651865296801 0.020750604298298114 0.13037002115743224 0.061883470322413703 0.054490771921564263 0.072347700006048399 0.18171835339853704 2.3429090001400263 0.11034031707094982 0.10646124394406786 0.1171802517492323 0.14950552175423582 0.062121619819663354 0.16466088095819487 0.041357129368407075 0.19082889508354128 0.11622163394349627 0.11135787377133965 0.027220555937674251 0.053215914399629471
leaf_count=317 12 10 46 24 6 38 14 16 5 44 31 29 32 35 40 30 36 1843 22 28 19 37 9 28 8 50 33 20 9 29
internal_value=-0.000109528 -0.00821625 -0.0292089 -0.00126006 0.0210356 0.00174662 -0.0100588 -0.0126765 0.00989512 -0.0463213 -0.0660158 -0.0293692 0.000925696 0.000101479 -0.000521881 -0.0400678 0.000791789 -0.00101062 0.0225534 0.000229527 -0.00204603 -0.0266046 0.00214628 0.0035322 0.000207094 0.0130546 0.0306077 0.00400712 -0.00119457 -6.05395e-05
internal_weight=4.6657 0.528339 0.170043 0.0966521 0.0790006 0.358296 0.254472 0.0553996 0.0440567 0.0215543 0.0733912 0.0355753 4.13736 4.00699 3.94511 0.126838 3.81827 3.52621 0.292059 3.48304 2.95817 0.431347 2.52682 0.281841 2.4647 0.52487 0.334041 0.217819 2.42335 2.39612
internal_count=2900 580 211 105 95 369 331 89 65 49 106 60 2320 2288 2253 70 2183 2125 58 2113 1982 84 1898 47 1889 131 81 48 1881 1872
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=17 9 17 4 2 17 12 17 2 17 10 16 5 17 17 7 7 10 13 18 18 7 7 15 7 10 18 7 2 2
split_gain=0.00651571 0.00599016 0.00450114 0.0126539 0.0226419 0.0108183 0.0108764 0.00994144 0.00839468 0.00804867 0.00766796 0.0191968 0.0139835 0.0159181 0.017238 0.0128607 0.0267202 0.0110516 0.00915861 0.00842598 0.0104472 0.00753064 0.0124671 0.0240793 0.0229367 0.0212776 0.018697 0.0283273 0.016589 0.0271685
threshold=157.96759137085004 43.506455664950003 167.56787829315002 171.27730165960003 215.60007756200005 168.75790693355003 66.834523482800009 168.45154159730004 59.615984903700003 166.83257850275001 61.614083433650009 22.724946859200003 23.524801812050004 171.14418113535001 191.27887671285004 21.725272673150005 20.778835947700006 61.82916008405001 116.43981008785001 12.868666868750003 12.933745112000002 20.778835947700006 22.372035319250003 22.200736796650002 22.580174331950005 62.046925192600007 13.042786209850002 22.765858321950002 104.42372959990001 129.78438094715003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 7 -7 -4 -8 -6 12 17 -10 -14 15 16 18 -12 -15 -19 -21 -22 23 -23 25 -24 -26 28 -28 -30
right_child=2 -3 5 4 9 6 8 -9 10 -11 11 -13 13 14 -16 -17 -18 19 -20 20 21 22 24 -25 26 -27 27 -29 29 -31
leaf_value=0.065138012837713727 0.068519106934491342 -0.10043546258759371 -0.10114639674165293 -0.055816833459536641 -0.0022486194033074533 0.045564848474758675 -0.025795715287277907 0.0071685961643027374 -0.10071601167802247 0.096162505842077445 -0.060061685305025619 0.048902277045637974 -0.080277253958738415 -0.02386924130471163 -0.073831866369281851 0.073542113405981449 -0.10056456013764987 0.031915593746231208 0.072738852776320501 -0.039403658932318564 0.03936140687192255 0.028104832454597963 -0.00017688684359680126 -0.059881661847201839 0.055394882989103972 0.073937560580928902 0.0040951474147936607 0.00094774666130696987 -0.093059844789685792 -0.0074634775103739216
leaf_weight=0.0027112028364796323 0.036181569116479184 0.011258721645132752 0.020285826068743407 0.039048628485055303 0.014150917991495149 0.051870408919057698 0.12734937565255666 0.014552460390859778 0.019358413377545847 0.020136695267865434 0.030272740841610246 0.082360318918062947 0.026563292734480548 0.014791210941087485 0.022364098110301711 0.033631189887273649 0.019444973597387616 0.084046223088080629 0.029156464592915654 0.066431925615669463 0.049462001911479425 0.047533676441347317 0.073660110027958914 0.089986677494039213 0.058898867389530429 0.081701161439468706 0.069894197899117549 3.214207150221462 0.083147112760343589 0.066930434005882944
leaf_count=26 37 70 36 168 42 17 56 12 22 5 11 26 26 31 19 19 20 29 35 26 40 66 26 73 28 40 19 1823 20 32
internal_value=-0.00011144 -0.0683019 9.62188e-05 0.0201258 -0.00374979 -0.000393653 4.15886e-05 -0.0559016 -0.000496149 0.055547 0.00025948 0.00111116 -0.0208562 -0.0102639 0.0053138 0.023557 -0.00296126 0.000131095 0.040224 0.000588257 -8.65363e-05 0.000594461 8.7987e-05 -0.0294693 0.00120209 0.0387983 -0.000470077 -0.0014282 -0.0361454 -0.0548862
internal_weight=4.60139 0.0139699 4.58742 0.109518 0.0733362 4.4779 4.44306 0.0348383 4.39119 0.0342876 4.26384 4.09853 0.16531 0.145951 0.119388 0.0970238 0.0633926 4.01617 0.0439477 3.9859 3.90185 3.83542 3.78596 0.13752 3.64844 0.155361 3.49308 3.43418 0.219972 0.150078
internal_count=2900 96 2804 252 215 2552 2504 48 2487 47 2431 2259 172 150 124 105 86 2233 66 2222 2193 2167 2127 139 1988 66 1922 1894 71 52
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=12 19 8 0 2 5 8 13 5 9 5 5 14 15 7 12 8 16 15 19 6 3 17 4 4 6 10 7 9 19
split_gain=0.00370525 0.0149903 0.026665 0.0128349 0.0124216 0.0130908 0.0161373 0.0164728 0.00950759 0.0123678 0.00926598 0.0155006 0.00796214 0.0121675 0.0173316 0.0152077 0.00971855 0.00839278 0.0146356 0.0109791 0.0137543 0.0129818 0.0206846 0.0123609 0.0523554 0.0273356 0.0226728 0.0222315 0.0324389 0.0208737
threshold=286.25174907180002 14.351157895250003 5.2459061469000003 86.692020874450009 285.16564649850005 23.663981639800003 1.7486353823000003 82.390487865700024 23.953129400350004 204.09084027260005 22.504913082700003 21.746930049350002 345.61424191910004 46.574831689400007 23.633329316050006 268.81877046345005 7.2443465838000014 13.534968349350001 17.382777826050003 11.850956171350001 11.125259939900001 79.47351079420001 234.67375690460003 277.00048312305006 274.67316291360004 16.515385879350003 61.928633034850002 23.302979953550004 205.70977008025002 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=12 2 4 -3 -2 6 7 -6 9 -4 11 -11 13 15 -15 17 -14 18 -1 20 -19 22 -21 24 -23 27 -27 29 -29 -25
right_child=1 3 8 -5 5 -7 -8 -9 -10 10 -12 -13 16 14 -16 -17 -18 19 -20 21 -22 23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0087024790093636235 -0.1003194360270408 -0.018589407127944334 -0.1007354216113478 0.044241033639950099 0.039691759617394358 -0.047556426732961538 0.060756924389240775 -0.10022360893015048 0.019915532505950226 -0.042049639098885538 -0.10102807418483978 0.10009282140603082 -0.0020148985371922666 -0.084839507594602459 0.037323209861046307 -0.06203127448065783 0.077897182695324127 -0.010779168790779281 -0.10025269712786794 -0.05797337455252919 0.065557737194683691 0.0016054991187842444 0.049091317578569292 0.03466785967111765 -0.09027404403017307 0.0099011501053298395 -0.09639905593845377 0.049689873730400153 -0.014790965372796084 -0.037588404246684054
leaf_weight=0.10482696926342772 0.0098526696365864863 0.055779136297338994 0.052782605856123155 0.077946274094756518 0.018541392629060738 0.02566157040944006 0.067312611204982886 0.015406641175701452 0.014850803851778949 0.03694779935887027 0.015855846945278529 0.0096823208704108765 0.031448400995884529 0.037326638857253402 0.016858702638273826 0.038071804970968404 0.029489237165762461 0.039153523330242357 0.020952062774696856 0.079361169923231834 0.059429051474694461 2.9424588904454518 0.023355323011855944 0.066347309614229633 0.063354215364142763 0.0427322546196649 0.037826070963546954 0.32408303095667179 0.10275759367647197 0.10060404555770219
leaf_count=407 41 35 49 36 67 40 60 68 23 95 9 5 70 71 9 23 18 30 119 132 44 1115 21 33 16 31 17 114 76 26
internal_value=-0.000109189 -0.0092942 -0.0229865 0.0180334 0.00784319 0.0162396 0.0324069 -0.0238061 -0.0553931 -0.0650956 -0.0349902 -0.012535 0.000775261 0.000241898 -0.046831 0.00087242 0.0366565 0.00147005 -0.0239528 0.00229388 0.0352394 0.00143531 -0.0336294 0.002414 -0.000331067 0.0146497 -0.040012 0.0220655 0.0341668 -0.0088734
internal_weight=4.56106 0.40062 0.266894 0.133725 0.136775 0.126922 0.101261 0.033948 0.130119 0.115269 0.062486 0.0466301 4.16044 4.0995 0.0541853 4.04531 0.0609376 4.00724 0.125779 3.88146 0.0985826 3.78288 0.102716 3.68016 3.00581 0.67435 0.0805583 0.593792 0.426841 0.166951
internal_count=2900 528 457 71 276 235 195 135 181 158 109 100 2372 2284 80 2204 88 2181 526 1655 74 1581 153 1428 1131 297 48 249 190 59
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=17 9 12 19 16 6 17 5 5 17 15 9 9 8 15 13 13 15 2 2 2 6 10 6 9 16 16 17 10 16
split_gain=0.00578503 0.00538567 0.00373297 0.0141562 0.0241217 0.0173992 0.0173966 0.0309744 0.017904 0.0163874 0.0217702 0.0179468 0.0145651 0.0120518 0.00973901 0.023793 0.029518 0.0164949 0.0195427 0.0320097 0.0246715 0.0251857 0.0529199 0.0335362 0.0254315 0.0199562 0.0209838 0.0266881 0.0259419 0.0187619
threshold=157.96759137085004 43.506455664950003 247.85609524425004 12.951044929850001 22.564947233300003 14.955349429350003 199.14656950540004 24.301614351200005 24.038949512150001 204.53341124495003 25.134223482700005 208.47660979520001 38.559541491950007 8.4434108459500017 43.758818131150008 117.67112391160002 117.48293184245001 42.80317728375001 188.32206997295003 185.26507771735001 192.12593012350001 16.435384010100005 61.966271448700006 13.665319288000001 205.88909726980003 22.674946976100003 22.624947093000003 190.74753769255003 62.014663695050011 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 -6 7 -7 -8 10 -5 -11 -4 -9 17 16 -16 18 19 25 -20 23 -23 -22 -25 26 29 28 -28 -2
right_child=2 -3 3 4 5 6 8 13 -10 11 -12 -13 -14 -15 15 -17 -18 -19 20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.060443803852102122 0.0031401274721726199 -0.1003955928962089 -0.049305394443503063 0.0208732771576969 -0.05508829000943654 -0.080692502921238751 0.063288462429123296 0.06933917108643288 -0.0070540037451470713 0.036217230007996051 -0.10065683053769765 -0.054947002599783037 0.026386675590931708 -0.02587396239997047 0.015366323966771839 0.025242199167824161 -0.084370699549746464 0.040928348557891375 0.076268120006267037 -0.067427951204806144 -0.020684529833595536 0.036513199486654317 -0.10083037851023818 0.072762636946058598 -0.005529982740552504 -0.028744976002680573 0.038879658140174828 0.071232903717874357 -0.036295804572626288 -0.020601470313184645
leaf_weight=0.0026199822905111922 2.0614481997234928 0.01013643502555972 0.029786823247078931 0.018594104494013663 0.046273526699224021 0.046160095487721264 0.085444924670355249 0.032507770503308109 0.06276233372862805 0.038700693179634982 0.071110463883684361 0.048853515916221113 0.17349523139352563 0.022492421137506824 0.04779959175471038 0.07283664152782876 0.078253536483000374 0.10818825554088096 0.067075570057568146 0.072289782938014358 0.10213453644919923 0.058352617740837331 0.054031448002660909 0.14115299757202138 0.058759780933087313 0.22445917594859555 0.10544697935983993 0.095106272225166322 0.081292996896081604 0.39695082680555049
leaf_count=26 1285 70 178 24 22 20 28 23 25 31 72 64 225 29 23 27 74 31 42 42 183 36 21 48 31 80 26 22 22 70
internal_value=-0.000114329 -0.0673615 7.62265e-05 -0.00677318 -0.0162597 0.00122832 0.0116786 -0.0202914 0.0335001 -0.0454271 -0.0754659 -0.0146506 0.0152956 0.0304016 0.00128688 -0.0202587 -0.0465502 0.00246845 0.00128587 -0.00168164 0.0200028 0.0108963 -0.0295182 0.0259334 0.0497503 -7.85206e-05 0.00226961 0.0281141 0.00615373 -0.000693362
internal_weight=4.51452 0.0127564 4.50176 0.676182 0.4729 0.295641 0.249368 0.10116 0.148207 0.177259 0.0897046 0.0875542 0.203282 0.0550002 3.82558 0.19889 0.126053 3.62669 3.5185 3.03699 0.481507 0.414431 0.112384 0.302047 0.199913 2.9647 2.74025 0.281846 0.18674 2.4584
internal_count=2900 96 2804 741 338 147 125 72 53 191 96 95 403 52 2063 124 97 1939 1908 1547 361 319 57 262 79 1505 1425 70 48 1355
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=7 7 18 15 18 0 3 17 17 14 7 17 4 17 7 9 6 18 7 7 18 18 3 19 7 9 7 18 17 17
split_gain=0.00382401 0.0197785 0.0162756 0.0244895 0.0196516 0.0211614 0.050235 0.0349567 0.0250774 0.0175298 0.0235195 0.0171665 0.0216993 0.0216856 0.0184757 0.0157386 0.0143388 0.0142045 0.013699 0.0444117 0.0143504 0.0215212 0.0163675 0.0343027 0.025247 0.0366044 0.0348513 0.0251874 0.0496484 0.0272516
threshold=24.390191290350007 24.575790737200006 14.322090334300002 33.202295547750005 13.954623666350001 93.262612545250008 88.727183679150016 192.84209122775002 180.67147619190004 392.13829037410005 23.974509389900003 187.85189879645003 331.03504650000008 183.58889821140002 23.9444576715 206.08249486475003 14.835346625500001 14.385463547100001 23.856905110850004 23.789355599150003 13.919698996450002 13.849588037450003 92.359290613450014 14.251149826300002 22.995933042550003 184.56123852025004 21.725272673150005 13.3584252364 191.89151741935004 191.06791329340004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 4 11 9 6 -6 8 -7 10 18 13 17 14 -4 -8 -2 -13 19 20 21 22 23 24 25 26 -1 28 29 -24
right_child=1 -3 3 -5 5 7 15 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.031940105457867615 -0.089409992689881618 -0.00066954204995252949 0.037927303277976818 0.061407689310177309 -0.09637925940786389 0.011149506591702985 -0.031238384804945257 0.064429102999059948 -0.10079046015715842 -0.057971696560905478 0.053086833099018051 0.012576256728564605 0.036384186634577445 0.09015955927767659 -0.065574667954880303 0.033532152613457572 -0.017044457356113357 -0.077497493713730131 -0.033904854190035146 0.094182713406784732 0.049520848462102057 -0.057326986329557829 2.9991567611881794e-05 0.043051472482807114 0.030792369227470324 -0.065541155248371022 0.085330922398561382 -0.025759168539350438 0.058802027117502778 -0.067391418813082082
leaf_weight=0.061042887505554311 0.043659528893442601 1.0371006447063509 0.046843766664323883 0.1087031140414183 0.095202111602702533 0.049512593638610269 0.089083544502216228 0.063547312320679339 0.033590217438529635 0.047195960865236475 0.092295204560627897 0.024904053270802251 0.043364596748460826 0.041414861949874648 0.027296419048070675 0.064807697081050719 0.07343616100752115 0.058949348178600758 0.10370834308378096 0.052485966705717035 0.059671693030395434 0.06398147909300167 0.93739647450699226 0.25814023675047792 0.12344007754927588 0.11215009406441823 0.043330156460910985 0.39328943510580039 0.14251144513059433 0.064047088198321944
leaf_count=74 49 1265 53 26 24 28 33 13 32 68 25 13 44 39 19 23 28 86 16 8 14 20 598 43 24 19 25 125 44 22
internal_value=-0.000113384 -0.00506817 0.00161858 0.02196 -0.00080463 -0.0215403 -0.0392832 0.00859709 -0.0340967 0.00240751 0.00354396 0.00429705 -0.0210461 0.0321981 -0.000179334 -0.00396179 -0.0440262 -0.050746 0.00165071 0.00324597 0.00113313 -0.000179715 0.00153259 0.0155685 -0.00529983 -0.025876 0.0167446 -0.00392843 0.00357693 -0.00428193
internal_weight=4.4561 1.1542 3.30191 0.351476 2.95043 0.395743 0.249093 0.14665 0.0831028 2.55469 2.50749 0.242773 0.127218 0.115555 0.0741402 0.153891 0.117096 0.0838534 2.4152 2.31149 2.259 2.19933 2.13535 0.598103 0.339963 0.216523 0.104373 1.53724 1.14396 1.00144
internal_count=2900 1342 1558 280 1278 153 80 73 60 1125 1057 254 143 111 72 56 77 99 1032 1016 1008 994 974 185 142 118 99 789 664 620
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=9 18 17 4 17 10 16 16 17 2 16 17 8 17 3 18 6 2 7 19 9 9 9 9 8 7 7 5 9 9
split_gain=0.00364521 0.0165658 0.0356063 0.0267458 0.0363451 0.0337909 0.0299734 0.0211967 0.0433706 0.0288896 0.0323051 0.018601 0.0291688 0.0231435 0.0284214 0.0260012 0.0195124 0.0166377 0.0296017 0.0198338 0.0143057 0.0129166 0.0164345 0.0153353 0.015803 0.0145964 0.0122235 0.0109871 0.0118107 0.0138302
threshold=195.97407267990005 13.512826932300003 193.52305340940003 269.13081826370006 188.54236693505001 62.025417527550012 22.584947186600004 18.484956774100002 194.58701840130001 103.98563613345001 22.564947233300003 186.52991945525002 8.2435668022500028 184.59783591905003 87.240466333050009 12.868666868750003 15.365359009150003 195.80507463585005 23.046547257250005 13.551093343600002 195.51131808980003 191.62448690950001 188.78154115175002 185.50567866740002 8.3434888241000014 19.771475517600006 22.786890330450003 23.663981639800003 192.33792147965002 190.77452831370002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 17 27 -9 -10 -11 13 -13 14 -1 20 -17 -5 19 -19 21 22 23 24 25 -16 -7 28 29 -3
right_child=-2 7 -4 6 5 26 -8 8 9 10 -12 12 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.09976643657422779 0.0025198697668612699 0.0036035427181834432 0.064664556983600172 -0.085158683223636705 -0.010697711869574182 0.034382558041464187 -0.10097723003736592 -0.10147016459339736 0.017146516875552249 -0.079194869208308288 0.012065247882124465 0.0037288129893532532 -0.075094020069337852 0.041626902090823925 0.018982445193342291 0.013780699158583277 -0.091784476980505278 0.0024157175495575084 0.09921633997729408 -0.10043501297825569 0.096592937817362431 -0.076034392373545562 0.10028385777782711 -0.10042632275719242 0.10013100322835089 -0.068592246022565528 0.082982470402406097 -0.10023708117896422 -0.056864523187493424 0.080351530896313361
leaf_weight=0.021277279564855922 2.3964250438347872 0.34259379011596536 0.0898679188439927 0.025968308337724011 0.11074903622466081 0.10777416687778896 0.049509500168797516 0.071843430574517697 0.14581709147023503 0.10072004805988399 0.063083537544812884 0.098091259045759216 0.090043925713871431 0.11658562548018381 0.057361925870125674 0.023797211653345585 0.06626541028353472 0.083997910029696143 0.025508508978418831 0.024137420577346802 0.014772309368709102 0.022732490018825047 0.016090588644146919 0.015419359784573317 0.01533636316889897 0.028482358949577069 0.099557826295495033 0.010380635339657829 0.02953368464363848 0.025207317953459096
leaf_count=9 1221 806 24 13 36 27 58 23 27 46 27 23 24 31 152 25 47 90 6 27 3 7 2 7 5 51 16 17 37 13
internal_value=-0.000107976 -0.00326854 0.00411565 -0.000771292 0.00668161 0.0338981 -0.033001 -0.0145278 -0.0314711 -0.0152288 -0.0440491 -0.00808507 -0.0339968 0.00415973 -0.0113557 -0.0204404 -0.063891 -0.0119157 0.00231611 -0.0205421 0.00255243 -0.00638572 0.00554646 -0.00752713 0.00663018 -0.010074 0.0577195 0.00132459 0.00397795 0.00886348
internal_weight=4.38893 1.99251 1.20333 1.11346 0.904337 0.318081 0.209122 0.78918 0.381464 0.309621 0.163804 0.586256 0.188135 0.398121 0.281535 0.260258 0.0900626 0.159612 0.133644 0.108135 0.170195 0.155423 0.132691 0.1166 0.101181 0.0858443 0.207332 0.407715 0.397335 0.367801
internal_count=2900 1679 683 659 465 79 194 996 123 100 73 386 47 339 308 299 72 136 123 117 227 224 217 215 208 203 43 873 856 819
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=13 13 17 18 13 16 8 13 4 17 9 3 6 7 7 7 6 10 6 3 19 16 5 5 9 10 10 3 13 15
split_gain=0.00357584 0.0173604 0.0155017 0.00941358 0.00928496 0.013093 0.0108997 0.0106322 0.0112028 0.00791549 0.00720797 0.0111449 0.00702861 0.0211505 0.0184485 0.0137759 0.0116894 0.0126627 0.00922871 0.00968669 0.0129634 0.0124046 0.0177528 0.00883723 0.0153837 0.0142662 0.0137288 0.0137081 0.0130707 0.0103134
threshold=95.870416931800023 92.692659421600013 172.46189488870002 17.327266398450003 92.138837046750012 13.039969506900002 2.9476996444500005 73.376087754350024 280.33545882855009 211.47438991805004 38.559541491950007 66.676450093250011 10.715250360100002 24.052187734100006 21.725272673150005 20.778835947700006 5.3251244207000008 70.343506983200015 11.260263094250002 79.47351079420001 12.551012654050002 14.479966139550003 13.264960807550002 15.941372635650001 203.31429194770001 75.922057603850007 75.465019721650009 82.62976063935001 104.58102127445001 28.566186095050004
decision_type=2 2 2 2 2 2 2 2 2 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 12 5 6 7 -1 -9 -5 11 -10 13 14 15 -2 17 -16 -14 20 21 22 -20 24 -21 26 27 28 -25 -29
right_child=3 2 -4 9 -6 -7 -8 8 10 -11 -12 -13 18 -15 16 -17 -18 -19 19 23 -22 -23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=-0.10022546857211907 0.0064809225083590398 0.055500948536212402 -0.10020279426987964 0.091531700266454505 0.048277538140625159 -0.091632810141720283 -0.1000708511074625 -0.10007070450943373 -0.1001333229261185 0.012703992372497034 0.051996388532311505 0.029410060764495045 0.043937510804642199 -0.10019386578682273 0.10016171598773771 -0.10048272403200242 0.070777906706961977 -0.10018978744458867 0.034047098890618042 0.063096092000101217 -0.10029601749736537 0.048712202618639081 -0.10023021713967462 -0.077835459884912792 -0.0049698450974201315 -0.054925940071843982 0.046396014748462999 0.014379074788850647 -0.003325785717426795 -0.0013025268172100338
leaf_weight=0.0078983428368529784 0.024607299290437257 0.0078904560818813252 0.033718022346249654 0.020153700228547566 0.033877063782313144 0.017251963208309462 0.0096003895499308101 0.0071357126921611771 0.0092385219854520528 0.034622162463165296 0.055951591082191499 0.023622397458893829 0.048796748234963494 0.027844277459053046 0.0046558645553886899 0.023576998731073218 0.036331164998159693 0.0097830382794938942 0.017011383199133312 0.06120017363537078 0.021526069375795487 0.022705333120939031 0.023375563058721127 0.043647188414980831 0.072588125446031881 0.046684951087115567 0.064600153888022649 0.48812895904908105 0.051115704304720566 2.9784028618171003
leaf_count=127 14 23 121 15 37 65 172 66 64 39 57 41 28 71 1 36 21 72 5 34 36 19 54 22 50 38 21 474 29 1048
internal_value=-0.000115004 -0.0129667 -0.0706758 0.000527945 0.00162343 -0.0104693 0.00187332 0.0112978 0.0204783 0.0417071 0.0301639 -0.00700978 -2.67279e-05 -0.0232006 -0.00153586 -0.0458573 0.0405283 -0.0355859 0.000719104 0.000177104 -0.0332871 -0.0104248 -0.0436713 0.000921038 0.0261663 1.38029e-06 0.000708593 -0.000120155 -0.0376445 0.000905629
internal_weight=4.32754 0.206184 0.0416085 4.12136 0.164576 0.130699 0.113447 0.103847 0.0959482 0.0547759 0.0888125 0.0328609 4.06658 0.126799 0.0989544 0.0481843 0.0507701 0.0144389 3.93978 3.89099 0.0846183 0.0630923 0.0403869 3.80637 0.133788 3.67258 3.62589 3.56129 0.0947629 3.46653
internal_count=2900 773 144 2127 629 592 527 355 228 54 162 105 2073 215 144 50 94 73 1858 1830 114 78 59 1716 84 1632 1594 1573 51 1522
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 16 15 6 16 3 0 18 13 0 10 3 3 13 17 5 5 0 6 0 6 18 9 8 17 9
split_gain=0.00365747 0.0211793 0.0296182 0.0173375 0.0236643 0.0269889 0.0252293 0.0176176 0.0130822 0.0289716 0.037347 0.0352408 0.0270446 0.0168875 0.0323601 0.0261613 0.0265933 0.0221247 0.0167965 0.0161575 0.0193007 0.0246334 0.0253527 0.0288753 0.028768 0.0241271 0.0340892 0.0315344 0.0203484 0.0121421
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 17.534958995600004 26.870208776000002 14.875347560100002 19.214955067100004 85.54673771085001 92.313586825200005 15.042884401850001 109.72404167800001 93.442739239950015 67.203387886850024 89.227236891450005 88.727183679150016 113.92610173585001 193.52305340940003 19.500380888400006 21.197160116700001 89.738043936200015 15.785368822600002 87.29692395375001 16.355382140900002 13.24392582145 205.07255049940002 8.3434888241000014 188.31851043910004 205.70977008025002
decision_type=2 2 2 2 2 2 2 2 2 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 29 7 -6 9 11 -11 18 -10 14 15 16 -14 -17 -2 -19 25 22 -22 24 -24 28 27 -27 -21 -1
right_child=8 2 -4 -5 6 -7 -8 -9 12 10 -12 -13 13 -15 -16 17 -18 19 -20 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0054542061849340235 0.0013868252588535028 0.062443606503764605 -0.10093485420062256 -0.10029409637727499 -0.074202776342102983 -0.076243840562692927 0.087643108382500612 0.055999777506958996 -0.0638119703939449 -0.011991114277252144 0.07810725230382437 0.031448692757246141 -0.0015422029109670356 0.042658920670179644 -0.049112528230311675 -0.051566956670560063 0.066798618641307803 0.05194283638503816 -0.10097822622678539 -0.015430680639204204 -0.047902048893009197 0.068119893388610145 -0.055651056681777347 0.045728691007453998 0.0043830120751743159 -0.012250086975347777 0.019356246513170444 -0.084896174748012809 0.049024852745924899 -0.023469164224511237
leaf_weight=0.65821622156482795 0.024733607082453424 0.014542371780521424 0.04682226200073103 0.017532800424760353 0.02237716899253428 0.050413488261440875 0.05951627839741036 0.019403303139370109 0.066250287145976805 0.07268818859134285 0.12533609864476603 0.082353866930134245 0.1089422975019273 0.093308730014541541 0.13090801652651851 0.084372450481169259 0.1192836883419659 0.059647132133250458 0.045547837703452387 0.1263498215703297 0.095081944746198022 0.058732670237077289 0.085173278440290434 0.15842665100353759 1.2700653985771202 0.10572684475800997 0.087905444302123215 0.13741567587931058 0.079984481446444988 0.18620193446511379
leaf_count=1154 14 22 74 59 38 107 16 15 45 41 32 38 31 23 34 18 35 16 37 35 20 9 44 38 510 25 23 24 19 304
internal_value=-0.000119783 -0.00516984 -0.0622169 -0.00171634 1.8722e-05 -0.00516709 0.045829 -0.0137353 0.00156715 0.0197996 0.0450351 -0.0129401 -0.000662399 0.000831065 -0.000610177 0.00185357 0.0341765 -0.00128705 -0.0649537 0.000586313 -0.000803011 0.00450837 0.00218602 0.00533234 0.000610025 -0.0172841 -0.0340123 -0.0533071 0.00955519 -0.000923662
internal_weight=4.29326 1.07503 0.0613646 1.01366 0.996128 0.894832 0.101297 0.0417805 3.21823 0.35066 0.198024 0.152635 2.86757 2.80132 2.70802 2.57711 0.228226 2.34888 0.0702814 2.26451 2.20486 1.66748 1.60875 1.51367 1.35524 0.537382 0.331048 0.243143 0.206334 0.844418
internal_count=2900 1789 96 1693 1634 1565 69 53 1111 162 73 89 949 904 881 847 66 781 51 763 747 621 612 592 554 126 72 49 54 1458
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=7 7 18 0 0 7 9 8 18 0 9 17 17 7 10 4 9 8 9 16 17 9 17 12 7 17 12 6 6 18
split_gain=0.00359517 0.0169696 0.0143914 0.021139 0.020235 0.0188938 0.0183101 0.0202772 0.0174038 0.0170908 0.0436361 0.026907 0.0216222 0.0154089 0.0278165 0.0359153 0.0395604 0.0246064 0.0233561 0.0240687 0.0218493 0.0491714 0.0342789 0.0242807 0.0224162 0.0199323 0.0161248 0.015996 0.0228581 0.0150004
threshold=24.390191290350007 24.575790737200006 14.322090334300002 93.776108048200015 92.031298721500022 24.101221167900004 199.21354841250005 7.8438787148500007 13.954623666350001 93.262612545250008 201.11092673680002 192.84209122775002 180.67147619190004 23.124786352450005 62.837331883000012 227.22863097060005 200.94207221650004 8.3434888241000014 195.97407267990005 22.614947116400003 191.06791329340004 195.29234479735001 190.58288855405002 172.01106897260004 23.074695113900002 195.10209338440004 105.35624869990001 16.355382140900002 16.485385178400005 14.424014050250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 6 7 -5 13 10 -10 12 -11 20 15 -15 18 -16 19 -17 22 23 24 -22 -1 -25 -23 -18 -29 -4
right_child=1 -3 3 5 -6 -7 -8 -9 9 11 -12 -13 -14 14 17 16 27 -19 -20 -21 21 26 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.0007248281309630637 -0.042355746376144816 -0.00090694790417100192 0.056982034283236851 0.019230057201586909 0.086856351387217132 -0.051143876774839662 0.089525834502516666 -0.10068066657790686 -0.097055603450274891 0.010288413920712452 -0.0062954323054960019 0.058347092438653186 -0.10067785922946702 -0.055868311406038186 0.0076559856155354435 -0.033361575932752775 -0.054007512784506766 0.075495483456673049 0.059621874863339974 0.049768068937474937 0.028205076546716931 -0.031575510861923534 0.067090880599466066 -0.091042206639161294 -0.08564266233230286 0.0098517764109399639 -0.10116913781891244 0.024071261265057459 -0.04260521564457765 -0.039192845098122257
leaf_weight=1.0378319887748326 0.1096700597978495 0.99431757111907082 0.033438523390031949 0.087803041157314965 0.073891987309252727 0.052762977250267795 0.029204081176430918 0.016800835479443776 0.080126705239138007 0.045829397162606256 0.15631705071837132 0.058717722692335883 0.028467020021707867 0.090449913361453471 0.09965936909429729 0.075004855861806163 0.076891480712220073 0.11535256178467534 0.18113928598359053 0.065022723319998477 0.14333724167954631 0.056735814083367586 0.077520546152299974 0.03950348487774491 0.03094722813602846 0.038824794347618763 0.080575939784608863 0.13676153140295355 0.08239003005428458 0.031489209402536744
leaf_count=733 77 1265 19 129 17 52 5 15 42 28 38 13 32 24 18 22 20 25 41 24 38 11 16 30 11 16 35 28 33 43
internal_value=-0.000119409 -0.00502447 0.00161465 0.0215193 0.0510679 -0.000466553 0.0195165 -2.92705e-05 -0.000700631 -0.0209207 -0.0370525 0.00775498 -0.0322288 0.00237623 0.0125516 0.00298083 0.011605 0.0440515 0.0359117 0.00524022 -0.00386085 -0.0253899 0.00288124 0.00373918 -0.001776 -0.0410323 -0.0724138 -0.0147645 -0.00099576 0.0103383
internal_weight=4.22678 1.10399 3.1228 0.325391 0.13882 0.186571 0.133808 0.104604 2.79741 0.369458 0.236444 0.133014 0.0742964 2.42795 0.922672 0.70766 0.61721 0.215012 0.321167 0.140028 1.50528 0.358977 1.1463 0.221666 1.06878 0.0783283 0.137312 0.296043 0.219152 0.0649277
internal_count=2900 1342 1558 280 79 201 149 144 1278 153 80 73 60 1125 235 192 168 43 87 46 890 130 760 84 744 46 46 81 61 62
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=13 13 17 19 10 7 13 18 15 13 19 17 9 5 15 16 9 19 3 14 2 14 16 10 6 17 16 4 5 0
split_gain=0.00347264 0.0154245 0.0139508 0.00864911 0.0137806 0.0125065 0.00852967 0.00827438 0.00816366 0.00807707 0.00747051 0.0074396 0.00721954 0.00655186 0.00643331 0.00909666 0.0205641 0.00988356 0.013185 0.0152797 0.010779 0.00750033 0.00689954 0.0168315 0.0152003 0.0149992 0.0104617 0.00907177 0.0202633 0.0225874
threshold=95.870416931800023 92.692659421600013 172.46189488870002 11.250907757600002 87.33187390945001 24.976928324600003 87.122174175350011 17.327266398450003 15.867801003350001 73.376087754350024 10.250827068050002 211.47438991805004 26.901933640100001 20.608876568850004 17.183237161800005 14.034967180100002 66.750324551100007 11.950964240300001 79.47351079420001 348.95507676460005 69.280267125550012 227.57315983240002 14.994964935250001 75.465019721650009 13.665319288000001 204.75389752000004 15.444963882950001 309.48890441440005 21.377246852200006 96.811377277450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -5 -6 9 8 13 -1 -8 -9 -11 -2 -10 16 -16 21 19 20 -19 -17 -20 26 25 -25 -24 -28 29 -29
right_child=7 2 -4 4 5 -7 10 11 14 12 -12 -13 -14 -15 15 17 -18 18 22 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.10020899487506685 -0.10020469899373462 0.052365980333251641 -0.10018447234417023 0.054319181702021962 0.10007709464979303 -0.1001605792277321 0.032394454494006873 0.090163259851720787 0.038650066926184952 -0.10011127823397337 -0.10028372555106016 0.011867264796071921 0.022285271063769388 0.0091561509481386805 0.040116478382285825 0.080764021312500822 -0.1003947157870157 0.010307610879002827 -0.03158101910724203 0.061263424754186793 -0.10022831957732548 0.012798541778690936 -0.045995048319703143 -0.10021583734746514 0.059641003521929893 0.036841803067004013 0.0024240247726576673 -0.069850869397106372 -0.00027130165029295533 0.045923795537147385
leaf_weight=0.0072923195680302247 0.014536082189807398 0.0074564251222000158 0.030580961304451648 0.049963014064132949 0.0041469985153526059 0.012585424067083295 0.0054865761143219052 0.018873653316404559 0.043355593004948623 0.0052927591461013881 0.018734693858959872 0.033994527126196772 0.053857095827112289 0.0087914970429974204 0.017107193754327787 0.025606747236452398 0.026628174762990398 0.011798816466125905 0.065926739360122943 0.010477800554326677 0.034967933184816502 0.044373718564202136 0.049190380966423031 0.013664055029721456 0.087415416841395199 0.019210762051102392 2.9979127864956365 0.094071427153934795 0.32831345713754168 0.020529040293013168
leaf_count=145 29 23 121 71 2 100 30 15 41 55 64 39 162 27 21 25 69 10 34 17 81 28 23 84 36 18 1189 92 225 24
internal_value=-0.000119341 -0.0131339 -0.0702802 0.000679689 0.028014 -0.0505333 -0.0194285 0.000521739 -9.07694e-06 -0.000909075 -0.0702296 0.0398185 0.0113332 -0.0589897 0.000344569 -8.71116e-05 -0.0454334 0.000434318 -0.000263591 -0.0478867 -0.0723411 0.037668 0.000477974 0.00106339 0.0378414 -0.0201247 -0.000204231 0.000450399 -0.0129083 -0.0491115
internal_weight=4.16214 0.195396 0.0380374 0.157359 0.0666954 0.0167324 0.0906634 3.96675 3.91388 0.0664422 0.0242213 0.0528682 0.0591499 0.0233276 3.89055 3.84719 0.0437354 3.80346 3.73348 0.0572446 0.0467667 0.0699805 3.67623 3.61031 0.12029 0.0328748 3.49002 3.44083 0.442914 0.1146
internal_count=2900 773 144 629 173 102 456 2127 2073 362 94 54 217 56 2017 1976 90 1886 1833 108 91 53 1725 1691 138 102 1553 1530 341 116
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=3 2 5 5 5 15 7 12 18 18 12 14 16 15 9 18 15 17 9 17 13 9 9 17 9 12 8 9 9 0
split_gain=0.00344077 0.0108829 0.00871747 0.00456287 0.0190988 0.0136014 0.0159108 0.00937706 0.00823904 0.0100303 0.00788391 0.00628563 0.00827985 0.00938624 0.00770268 0.0119939 0.0108675 0.0105104 0.0101105 0.0162926 0.00975083 0.00945278 0.017709 0.0169099 0.00971846 0.00891474 0.00957658 0.00889853 0.00997552 0.012866
threshold=108.42013948475001 170.32456123625002 29.040033326300005 25.763052016400003 24.779543538450003 51.067537391750008 23.477153707700001 281.66997808940005 13.064341268650002 11.780121045600003 123.93044755685001 462.66931228825007 22.544947280100004 15.735822416950002 220.28141982375004 14.269756697250001 24.673905035600004 214.76367417690003 215.80505313260002 203.35246479535002 106.33120751740002 210.39795333110001 211.98908248575003 202.15076634215004 213.79200485395003 58.770113158150004 8.8430989333000021 209.18175024895001 207.37918994975004 89.219171517050015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 11 6 8 -6 9 -5 -11 14 13 -13 18 -16 -17 -18 21 -20 -21 25 -23 24 -24 -1 27 28 -27 -30
right_child=1 -3 -4 5 7 -7 -8 -9 -10 10 -12 12 -14 -15 15 16 17 -19 19 20 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.057157961809741101 -0.10018811519802545 -0.1002864629623139 0.069842351966878172 -0.014041697155688425 -0.10045024654851412 -0.061597819015650715 0.096826460659448374 -0.016878911555581126 -0.05020438913794785 -0.030852148125345914 0.054595471905291383 0.052210893419410979 0.1001409521779765 -0.08951570526207131 -0.10062230525456745 -0.072009073300080564 0.045100725124456828 -0.037818040191607186 0.070445088207224033 0.048425784156038376 -0.050175100546512412 -0.061511663264715126 0.054134194409961658 -0.053178659397045851 -0.0085221041144826672 0.0015547631951597467 -0.038533984967363183 0.046709597387507976 -0.098459163726945131 -0.010032768131478681
leaf_weight=0.028015273856001666 0.0041508429486326612 0.013421550315188213 0.011022676395811004 0.052667497451338252 0.027629874619826356 0.020904818596953589 0.025490450680081267 0.026117334321611452 0.018946576634988332 0.012728775809989656 0.071184598253644538 0.012990320222314611 0.014519314281642437 0.0072982930993816799 0.018292963513545035 0.021858044070761196 0.036006590291549401 0.026564773185100421 0.051921520147242606 0.016111613193061203 0.026568432622298133 0.071003147790804522 0.048742176399493076 0.042363792137678047 0.050303591594094144 3.1837929059446712 0.061659433777435768 0.042490247450245877 0.022255199237406376 0.063126565944138235
leaf_count=8 47 46 44 23 64 43 10 23 30 24 87 41 5 28 11 88 31 24 48 29 21 58 27 52 29 1804 37 49 8 61
internal_value=-0.00012386 -0.0346918 0.0233291 0.00011714 -0.000641832 0.0147748 0.0235947 -0.0598405 0.0115922 0.0201647 0.041634 0.000185484 0.0424875 0.00122849 -0.000200875 -0.0272128 -0.0113075 0.00989743 0.000547362 0.0328193 -0.0129535 -0.000297461 -0.0207636 -0.000303541 0.0223122 0.000980642 0.000514092 0.00124112 0.000650158 -0.0330816
internal_weight=4.13015 0.0285951 0.0151735 4.10155 3.89963 0.201923 0.181018 0.0537472 0.155527 0.136581 0.0839134 3.84588 0.0348079 0.0202886 3.81108 0.102722 0.0844294 0.0625714 3.70835 0.0946016 0.04268 3.61375 0.212413 0.14141 0.0990458 3.40134 3.37332 3.31166 3.26917 0.0853818
internal_count=2900 137 91 2763 2546 217 174 87 164 134 111 2459 74 69 2385 154 143 55 2231 98 50 2133 166 108 56 1967 1959 1922 1873 69
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=9 18 17 4 7 16 17 10 16 17 2 16 7 7 15 15 0 12 2 7 19 2 14 17 2 9 7 6 9 9
split_gain=0.00374549 0.0126636 0.0301438 0.0211793 0.0300895 0.0271651 0.0250331 0.0218173 0.0175311 0.0374525 0.0246524 0.0283607 0.0151531 0.0305212 0.0287991 0.0205665 0.0182925 0.0298141 0.0141055 0.0272879 0.016411 0.0113898 0.0147754 0.0129937 0.0145693 0.00996799 0.0317915 0.0333079 0.030809 0.016884
threshold=195.97407267990005 13.512826932300003 193.52305340940003 269.13081826370006 23.124786352450005 22.584947186600004 188.54236693505001 62.025417527550012 18.484956774100002 194.58701840130001 103.98563613345001 22.564947233300003 22.726915405250001 22.535351262400003 37.965550269150008 36.508287084250007 89.528344202050008 98.870599058600007 195.80507463585005 23.046547257250005 13.551093343600002 94.025623727450025 194.23303080515004 169.94681044690003 167.29597799085005 197.58039077460003 23.789355599150003 16.425383776450001 197.6620677562 198.36365860590004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 18 12 -8 -3 -10 -11 -12 13 14 15 16 17 -1 -5 20 -20 -19 -23 24 -24 26 27 -2 -27 -30
right_child=25 8 -4 5 -6 -7 7 -9 9 10 11 -13 -14 -15 -16 -17 -18 21 19 -21 -22 22 23 -25 -26 28 -28 -29 29 -31
leaf_value=-0.071495420240910976 -0.061045210226536931 0.001361622903314885 0.061479629402860905 -0.082561154912314236 0.091434428804953463 -0.10085313779050845 -0.0096311356662025852 0.047888862838232793 -0.1012423970593597 0.015754946401003576 -0.078515124666970026 0.010046260973700313 -0.04821500905649688 0.045782947728654648 -0.060218078795428065 0.077440010921045271 0.047334759145379851 0.094624229993418379 -0.00012051043238681525 0.099038379022323833 -0.10037634086608418 -0.10048144640656592 -0.10035672869704977 0.068634509405833641 0.031478983493660621 -0.082104047892007676 0.061168154901985072 0.035455624274450218 0.041727751024752999 -6.8434637356597881e-05
leaf_weight=0.074878482736238317 0.06752197188564002 0.36825636515592908 0.082128147761068138 0.023271358717011026 0.038723643752746284 0.043587767609276185 0.107648342736411 0.17020464786037337 0.060796719841164304 0.13741206249687821 0.0897784177941503 0.060546020378637877 0.092372263648030639 0.097390708203761278 0.10878870406031638 0.031261976924724877 0.044555963935181353 0.014642054593423381 0.081168453199753188 0.023619758929839918 0.020438739932544081 0.012621345939134443 0.014271731798103815 0.028089373810757934 0.020313599060827414 0.044426453172491054 0.11192846864426542 0.076053700097418186 0.10197267522508102 1.8516525259932661
leaf_count=53 17 873 24 13 8 58 35 39 23 27 46 27 24 26 32 7 19 6 90 6 27 67 79 43 27 11 36 24 33 1100
internal_value=-0.000117088 -0.00345576 0.00313952 -0.00143305 0.00530256 -0.0314409 0.00122034 0.0256039 -0.0138528 -0.0299282 -0.0148601 -0.0428453 -0.011345 -0.00372266 -0.0175208 0.00178227 -0.0095144 -0.0248828 -0.0110668 0.00221929 -0.0202874 0.0139248 -0.001768 0.0181108 -0.0229234 0.00261892 0.0212173 -0.0099276 0.000240625 0.00211319
internal_weight=4.10032 1.84677 1.12998 1.04785 0.855763 0.192086 0.817039 0.277853 0.71679 0.348533 0.287737 0.150324 0.539186 0.446814 0.349423 0.240635 0.209373 0.164817 0.148498 0.125227 0.101607 0.0899381 0.0752961 0.0626747 0.0345853 2.25356 0.255504 0.143576 1.99805 1.95363
internal_count=2900 1679 683 659 465 194 457 74 996 123 100 73 383 359 333 301 294 275 136 123 117 222 216 149 106 1221 77 41 1144 1133
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=15 6 9 10 0 6 15 15 17 7 18 4 10 18 8 17 16 15 15 15 16 5 3 0 9 0 19 5 0 15
split_gain=0.00331903 0.0264949 0.0255277 0.0242187 0.0236314 0.0259679 0.0203056 0.0175313 0.0168761 0.0157467 0.0172122 0.0140764 0.0425965 0.0270915 0.03522 0.0186209 0.0172881 0.0162469 0.0146528 0.0132476 0.0126734 0.0122262 0.0347921 0.0231048 0.0230896 0.0218924 0.0185474 0.0316453 0.017808 0.0165484
threshold=37.434800281900003 15.470361462550001 205.20707599510004 64.321360770950022 86.780739992750014 16.375382608200002 37.261389050600009 37.80636766060001 192.15389660515004 23.031046061850002 13.622618370000001 248.34582299520005 62.041548276350007 13.24392582145 8.6432548896500023 187.45953903175004 22.654947022900004 39.283112803100003 45.169600924000008 42.670190152050004 22.624947093000003 20.950952025950006 92.751805500450018 86.597924839850023 203.83507631320003 86.232294534150014 14.451165964200003 21.197160116700001 85.716110573100011 35.34809845485001
decision_type=2 2 2 2 2 2 2 2 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 8 21 -7 -3 -6 -11 15 13 16 18 19 -13 -17 -15 -9 -19 -1 24 25 29 26 27 -24 -29 -23
right_child=1 4 3 -5 9 7 -8 11 -10 10 -12 12 -14 14 -16 17 -18 20 -20 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0020783173983257431 -0.093307388774218847 -0.1010095824532936 0.069732052613170503 -0.071471823485140945 -0.011388362891956957 0.062655121842800685 -0.087564205747608773 -0.038941063745907917 -0.013319975143872823 0.068428444494782428 0.020103785122018228 -0.1006265533375774 -0.078783338401549649 0.058951794732867269 -0.050526191108578991 -0.011615237778516398 -0.0090045185492040533 0.01810651097358525 0.0042863153138199854 0.022155703059260887 0.067393084893619268 -0.029535109029821455 -0.10073242301467167 0.10030629606103057 0.0079500587725783497 -0.071905684903537784 0.055718784464398242 -0.0070267548582950137 0.074049531035357039 -0.10214983734466154
leaf_weight=2.0155845625354241 0.05340842872703877 0.039792450833800563 0.027154740921105258 0.021977459621119522 0.081556829100009054 0.048301116126822308 0.027642272652883437 0.091002972479145683 0.04893837022268599 0.11660261126235127 0.20034328996553086 0.034637008470426167 0.078297160706128466 0.12714564857458299 0.057623256867941564 0.074285661452449858 0.050797261153768147 0.103953968067799 0.079813781690631913 0.058178090926048753 0.10473595890471188 0.052801017111903437 0.030649336171336472 0.023285416187718511 0.048814983475722329 0.040038120828285173 0.061017850061034551 0.12893334319473748 0.03429772358504124 0.077373044661726453
leaf_count=1797 32 20 14 36 16 13 11 36 25 17 64 33 55 29 29 17 40 21 38 18 30 67 11 3 18 15 22 353 9 11
internal_value=-0.000122184 0.00361022 -0.0454514 0.00656976 0.00721394 -0.00100962 -0.00232385 0.00403201 -0.0526455 0.0277985 0.0378822 0.000741303 -0.0121061 0.00280923 0.0186183 0.0134745 -0.0461502 0.0285462 0.0378701 -0.0151144 0.0428421 -0.00138615 -0.0154303 0.0044086 -0.0507017 -0.00316259 0.00763523 -0.00749758 0.0100088 -0.072696
internal_weight=4.03898 1.49855 0.102541 0.0491322 1.39601 0.997503 2.54044 0.908772 0.0887308 0.398503 0.316946 0.860471 0.428314 0.350017 0.264583 0.432157 0.0854343 0.282976 0.206959 0.149181 0.20869 2.5128 0.497211 0.318222 0.178989 0.294936 0.254898 0.19388 0.163231 0.130174
internal_count=2900 583 82 50 501 404 2317 359 45 97 81 346 224 169 96 122 73 68 67 54 51 2306 509 413 96 410 395 373 362 78
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 19 16 17 0 0 16 0 2 10 13 16 3 17 13 5 5 8 9 16 0 6 0 6 19
split_gain=0.00321686 0.0183828 0.0250388 0.0158338 0.0204055 0.0231635 0.0272355 0.0229005 0.0124597 0.0112829 0.0195993 0.0324954 0.0323604 0.0239536 0.0254693 0.0196462 0.0542639 0.0412967 0.0200333 0.0167685 0.0135164 0.0151107 0.0225437 0.036964 0.0194902 0.0174771 0.0176364 0.0220498 0.0222572 0.0169524
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.870208776000002 12.751028791950002 17.534958995600004 194.76181357870004 96.249489528150022 94.047642319350018 19.214955067100004 92.313586825200005 67.628418476450022 69.873026810350026 112.82921081865001 19.974953289850003 89.227236891450005 196.65693750130004 113.92610173585001 19.500380888400006 21.197160116700001 8.543332867800002 195.39349636155001 22.584947186600004 89.738043936200015 15.785368822600002 87.29692395375001 16.355382140900002 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 3 -3 4 7 6 -6 -1 -9 10 11 12 -2 -12 -15 16 18 -17 -13 -19 -21 22 23 29 -24 26 -23 28 -28 -22
right_child=9 2 -4 -5 5 -7 -8 8 -10 -11 13 15 -14 14 -16 17 -18 19 -20 20 21 25 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0010546917208951239 -0.0112643512350894 0.057365657022523768 -0.10077583970477672 -0.10027153524774815 0.09636040293668828 0.085887679469940359 -0.076559354870307517 -0.10061077506280199 0.022471522535663816 0.041980308624104443 0.052412552965139761 -0.027709502179393719 0.075487602665154543 0.028443983248131299 -0.085036896944728879 0.05153703572524243 -0.10065161545311646 -0.048282572196716646 0.037995676743028242 0.048657132324298198 -0.034817805475709465 -0.041393701201664794 -0.017955335017581862 -0.075083129638880253 0.049276595644401913 0.06213276282943303 -0.051996004634849297 0.041278073340806271 0.0038297314664065829 0.023585440094258038
leaf_weight=0.80095862515587979 0.068701762869495808 0.013285561262989631 0.040633748377924661 0.016056054290629618 0.014216501374903601 0.055030311012927768 0.025350573031346357 0.0364406605847023 0.010621970357192367 0.067393291647022013 0.024368944699744932 0.10386149751866502 0.11493119361693971 0.026142527727643028 0.081231129984189465 0.15937071272492209 0.071639541206423019 0.073110678698867892 0.083880092886374769 0.056561767036328425 0.098016316478606647 0.0880187680304515 0.093890064147672092 0.12223051059982026 0.079737750786989636 0.050000865419860818 0.07601735405806298 0.14785736116755277 1.1800907311782074 0.10082359577063471
leaf_count=1458 41 22 74 59 5 16 48 84 23 31 12 25 32 8 70 51 39 16 23 16 28 20 20 30 23 9 44 38 510 25
internal_value=-0.000129766 -0.00499669 -0.0618102 -0.00180129 -0.000124001 0.0439284 -0.0144291 -0.00503808 -0.0728313 0.00153075 0.0005909 0.00238401 0.0430315 -0.0370936 -0.0574074 -0.000503382 -0.0266076 0.00240794 0.00164657 -0.00120631 0.000437926 -0.000901195 -0.0161084 -0.0318067 0.0129206 0.00397758 0.00202862 0.0047509 0.00045126 -0.00520391
internal_weight=3.98047 1.01259 0.0539193 0.958675 0.942619 0.0945974 0.0395671 0.848021 0.0470626 2.96788 2.90048 2.76874 0.183633 0.131743 0.107374 2.58511 0.259381 2.32573 0.187742 2.16636 2.09325 2.03668 0.494698 0.32107 0.173628 1.54199 1.49198 1.40397 1.25611 0.19884
internal_count=2900 1789 96 1693 1634 69 53 1565 107 1111 1080 990 73 90 78 917 87 830 48 779 763 747 126 83 43 621 612 592 554 53
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=7 7 8 18 15 18 0 3 17 10 7 10 4 9 9 0 17 9 17 6 12 17 17 18 19 7 17 19 16 12
split_gain=0.00327415 0.014232 0.013126 0.0125691 0.0189295 0.0143712 0.0146254 0.0391591 0.02197 0.017976 0.0144079 0.0226888 0.0295805 0.0288838 0.0236467 0.0204411 0.019514 0.0390346 0.0261629 0.019222 0.0188726 0.0182501 0.0218344 0.0213049 0.0291974 0.0184537 0.0249941 0.0186081 0.0170676 0.0160209
threshold=24.390191290350007 24.575790737200006 8.4434108459500017 14.322090334300002 33.202295547750005 13.954623666350001 93.262612545250008 88.727183679150016 192.84209122775002 74.986474174450009 23.124786352450005 62.837331883000012 227.22863097060005 200.94207221650004 197.33595066125002 86.950112854950021 191.06791329340004 195.29234479735001 190.58288855405002 16.485385178400005 172.01106897260004 190.02287710315002 188.54236693505001 13.086509421050001 14.251149826300002 22.535351262400003 186.34046889365004 14.351157895250003 22.574947209950004 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=3 2 -2 5 -5 10 7 -7 9 -8 16 12 -12 15 -13 19 18 20 21 -14 -18 22 23 25 -25 26 -1 -27 -24 -19
right_child=1 -3 -4 4 -6 6 8 -9 -10 -11 11 14 13 -15 -16 -17 17 29 -20 -21 -22 -23 28 24 -26 27 -28 -29 -30 -31
leaf_value=0.003963549724392083 -0.064284243932089882 -0.001072005203118978 0.013104527610073592 0.0048142021445540667 0.060297445171257562 -0.09453519297292079 -0.073722321520891962 -0.0052389820164950689 0.0551206171857948 0.03020051097295369 -0.052377313085929272 0.0040305626665949404 -0.0061213077729275478 -0.011337388346017217 0.074321538538417428 0.084888521488485635 0.023088934960192761 -0.028294164422275447 0.062204308799945311 0.052146911380142741 -0.04096126757884018 -0.067978288236616766 0.0031514010815670446 -0.011975063942214433 -0.10083312259989377 0.005003507585791548 -0.059408239576939539 0.07594980960934529 0.064472827551627518 -0.10101745817410464
leaf_weight=0.35463629080658765 0.070781044778357005 0.93374806326183979 0.031746804334034096 0.20951381793543067 0.087036138500479865 0.073753183418830193 0.039476881421933285 0.1469750696909955 0.054779047464990072 0.028778089600081103 0.082275330821403148 0.087043249281123281 0.12612935476367682 0.27671945969302669 0.10631693957839161 0.061699773620603082 0.13619305186148256 0.053246869996655732 0.068923062899557297 0.10272602961049415 0.069468683872141668 0.039652130857803058 0.09502516670866612 0.14422997482038902 0.049728259833500488 0.093236285184943313 0.075483560371480962 0.061259463038879858 0.086893196075706669 0.070270635735546705
leaf_count=420 58 1265 19 254 26 24 45 56 13 15 24 17 39 81 26 17 38 11 16 31 46 16 26 133 17 40 30 23 39 35
internal_value=-0.000134708 -0.0049553 -0.0403215 0.00159895 0.0210983 -0.000638081 -0.0196765 -0.035076 0.00795098 -0.0299057 0.00228214 0.0126089 0.00365751 0.0117846 0.0426793 0.0338055 -0.0039432 -0.0252328 0.00261213 0.0200335 0.00145398 -0.00149455 0.00125011 -0.00603795 -0.0347571 0.0034902 -0.00715783 0.0331346 0.0324415 -0.0696673
internal_weight=3.91774 1.03628 0.102528 2.88147 0.29655 2.58492 0.343762 0.220728 0.123034 0.068255 2.24116 0.84291 0.64955 0.567275 0.19336 0.290555 1.39825 0.329179 1.06907 0.228855 0.205662 1.00014 0.960492 0.778574 0.193958 0.584616 0.43012 0.154496 0.181918 0.123518
internal_count=2900 1342 77 1558 280 1278 153 80 73 60 1125 235 192 168 43 87 890 130 760 70 84 744 728 663 150 513 450 63 65 46
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=19 5 18 10 19 18 5 13 19 16 7 16 7 19 10 15 6 16 9 16 18 7 10 3 2 15 17 2 2 0
split_gain=0.00347094 0.00909932 0.00473824 0.00566252 0.00773404 0.00560281 0.00550981 0.0128263 0.00740154 0.0180315 0.0277913 0.00694949 0.02249 0.0263578 0.0189652 0.0249407 0.0195698 0.0174084 0.0157289 0.0202274 0.0128735 0.0477588 0.0228103 0.0251198 0.01694 0.0376929 0.0315616 0.0200416 0.0263168 0.0154472
threshold=14.651182102100002 22.334016245700003 11.257534840550003 56.981870074850008 13.851117550450002 11.639306137250001 32.00428233840001 118.63896883855001 14.551174033150001 22.534947303500005 22.892948161350002 22.624947093000003 24.252468908850002 14.251149826300002 62.046925192600007 38.567335632300008 16.565387047600002 22.614947116400003 199.02473417820002 22.654947022900004 13.5538556217 23.425421956250002 62.175971182900007 93.017962855400015 154.60082690140004 39.104631750950013 191.06791329340004 107.86920410340001 118.29074621970001 89.528344202050008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 8 11 -10 -11 17 13 -13 16 -16 18 20 19 -15 21 24 23 -22 25 27 -26 29 -29 -7
right_child=1 -3 5 -5 -6 6 -8 -9 9 10 -12 12 -14 14 15 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.069840222912216421 0.043057809009066847 -0.0060428833801516599 -0.064061402760761749 0.10019513780286012 -0.1005008223016684 -0.0014095219262531163 0.035430563320253773 -0.07140674151211221 -0.064756682138386354 -0.043015868167551451 0.034313771890212195 -0.05869837048715159 0.065879313691068767 0.059816692398227983 0.02683695066423393 -0.072338684823337926 -0.018245455906210087 -0.043398815831287289 0.072144975073086079 -0.0075496602527416502 -0.089532915417253708 0.099984198518555861 -0.0015495388069803886 -0.00015248944367041102 0.0064177809153738892 0.065526754729648889 -0.069403904414702608 -0.075224844754232342 0.017975889366937312 0.055047053476139175
leaf_weight=0.0061809155773734359 0.064954733827107591 0.090091689768087235 0.014041934466437644 0.010172763839364052 0.0046863657460107788 0.14837126031360437 0.041559416337207611 0.025828476122469968 0.060639080138116586 0.087595752151457873 0.099000255671725768 0.06020366756887785 0.06506949829054065 0.074982177142913997 0.047283412248361856 0.054681473131530822 0.088381399997615517 0.09592898641216141 0.083129760135989272 0.10989552054570595 0.063987073207044776 0.055764899050814165 1.7771434044790027 0.061824315783837847 0.18229423594682714 0.11333769754492096 0.078558974133251525 0.067550956921451188 0.054935018874459729 0.07197371697361632
leaf_count=53 22 39 46 2 16 93 33 58 18 34 38 27 29 34 14 38 29 40 23 39 24 12 1801 30 142 21 30 28 63 24
internal_value=-0.000131303 0.0145272 -0.000744731 0.0465757 -0.00361701 -0.00101499 -0.00077376 -0.00118845 -0.000685014 -0.0173831 -0.0019879 0.000545387 0.0104632 0.00350944 0.0116803 -0.0263487 0.0225606 -0.00154298 0.0360173 0.0197726 -4.23958e-05 0.0108422 -0.0044626 -0.0456109 0.00390934 0.0155325 -0.0164168 -0.000995231 -0.0334243 0.0170315
internal_weight=3.86005 0.155046 3.705 0.02104 0.0108673 3.68396 3.66992 3.62836 3.60253 0.247235 0.186596 3.3553 0.583627 0.518557 0.458354 0.101965 0.356389 2.77167 0.268007 0.184878 2.67574 0.772787 1.90295 0.125811 0.717022 0.456169 0.260853 0.342831 0.122486 0.220345
internal_count=2900 61 2839 71 69 2768 2722 2689 2631 90 72 2541 233 204 177 52 125 2308 96 73 2268 413 1855 54 401 229 172 208 91 117
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=3 9 9 16 10 0 18 7 18 18 7 8 8 0 18 7 15 8 6 16 3 7 10 0 6 9 9 7 6 0
split_gain=0.00324638 0.0121317 0.0162355 0.0078583 0.00570521 0.00578903 0.0145759 0.00729944 0.00999655 0.00820818 0.00659614 0.00971593 0.00984263 0.0217577 0.00968235 0.0124515 0.0252132 0.0072028 0.0103095 0.00787916 0.00810594 0.0175991 0.0169919 0.0142313 0.0141172 0.0244954 0.0190792 0.0171435 0.0101137 0.0227004
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 55.94143677835001 76.591483678350016 11.113151495150001 20.234873028950002 12.993406580100002 13.849588037450003 21.725272673150005 9.5425530862500008 8.8430989333000021 86.950112854950021 13.849588037450003 21.118786167550002 27.122924609850003 8.7431769115000026 16.475384944750001 22.764946765650006 93.458869988800004 22.580174331950005 70.343506983200015 95.897301513100004 16.405383309150004 194.04304600165003 186.67271206880002 22.426784932800004 16.575387281250006 85.40693788805001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 6 -6 8 -7 -10 14 12 17 -14 15 16 -9 19 -19 20 21 22 -12 -24 25 -22 27 -26 29 -28
right_child=1 2 3 -5 5 7 -8 10 9 -11 11 -13 13 -15 -16 -17 -18 18 -20 -21 24 -23 23 -25 26 -27 28 -29 -30 -31
leaf_value=0.042574703600691793 -0.10067106209327348 0.079485861335897939 -0.10023040212046606 0.085910306583856511 0.042595889659983253 0.058966305885226694 -0.10044793802897689 -0.073151121558289831 -0.063547323080123105 0.038691507740036726 0.063431281772093062 0.047016988262948339 -0.082535668242900095 0.0055684886186124025 0.030114173699605909 -0.072134482767950772 0.054123183290408362 -0.00053360697742303026 0.056770690112303956 0.034002288308966261 -0.091862933183412265 -0.00040227097225876214 0.052119682493444876 -0.10016373489770275 -0.0025540668502939284 0.024946455020122597 0.057420553826282722 0.079577511587285543 -0.06828721357073339 -0.026004584915268011
leaf_weight=0.031512582195717509 0.014907080241755355 0.01591708527848823 0.012184365510890416 0.0027867418684763843 0.011762390146032309 0.047892341785996329 0.018062639326061003 0.029137769120226031 0.016078817998675277 0.015348665261285532 0.080889845439290009 0.044145817921389496 0.045756776598523063 0.07235065185568601 0.028780601868106714 0.049915266517979617 0.033414134307520271 0.073158644459908717 0.054995917153064511 0.066263017972232663 0.051993597592613017 2.5708256336432331 0.011212158975041575 0.013556897764033238 0.062288735303013709 0.027420664771739212 0.039441942492260296 0.042930401622470526 0.036467652150257379 0.18848503807051298
leaf_count=39 20 8 117 2 3 39 65 68 27 21 35 23 55 29 46 53 33 30 19 22 38 1841 22 31 25 20 23 21 16 109
internal_value=-0.000118227 -0.0265827 0.00917338 -0.0655819 0.000203749 -0.000153971 -0.0440343 0.000199478 0.0302085 -0.0136156 -0.000457444 0.000401867 -0.000196691 -0.0285645 -0.021642 -0.0348866 -0.00516341 0.000812503 0.0240578 -0.000120831 -0.000844265 0.00124164 0.0412404 -0.0312299 -0.0132776 -0.0515302 -0.0050587 0.0309564 -0.0193914 -0.0115682
internal_weight=3.80988 0.0457953 0.0308882 0.0149711 3.76409 3.73258 0.029825 3.70275 0.0793198 0.0314275 3.62343 3.48218 3.43804 0.118107 0.141248 0.112467 0.0625519 3.31993 0.128155 3.19178 3.12551 2.67648 0.105659 0.0247691 0.449028 0.0794143 0.369614 0.105219 0.264395 0.227927
internal_count=2900 147 127 119 2753 2714 68 2646 87 48 2559 2359 2336 84 200 154 101 2252 49 2203 2181 1929 88 53 252 58 194 46 148 132
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=14 4 19 8 9 0 16 6 5 8 6 7 19 18 18 17 0 6 3 7 17 7 4 5 18 17 5 15 5 5
split_gain=0.00306848 0.0185866 0.0130521 0.0173715 0.0105722 0.00933964 0.00923108 0.00865203 0.0124842 0.00723772 0.0145939 0.00607935 0.00495198 0.0149979 0.0120557 0.00647799 0.0264466 0.00719069 0.0237149 0.0198036 0.0224397 0.0260914 0.0190555 0.0203699 0.0289082 0.0227675 0.0180862 0.0189772 0.0144924 0.0139813
threshold=371.52535269000003 373.81957258215004 14.351157895250003 5.2459061469000003 223.24918598180003 86.780739992750014 22.674946976100003 3.6650856341500009 23.663981639800003 1.7486353823000003 3.7550877370500007 29.827922440600002 14.651182102100002 13.622618370000001 13.373311100250001 207.79550897605 96.249489528150022 16.455384477450004 90.367143138750023 23.824098587650003 198.88358152355002 23.699538637550003 270.61361078405008 22.443872254700004 13.258783262950002 192.84209122775002 22.852794041600003 46.074827201850006 21.324133279950001 22.694406402050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 3 7 6 -4 -5 11 9 10 -9 -3 15 14 -14 17 -17 -1 -19 20 21 22 23 24 28 29 -24 -28 -20 -25
right_child=1 2 5 4 -6 -7 -8 8 -10 -11 -12 -13 13 -15 -16 16 -18 18 19 -21 -22 -23 26 25 -26 -27 27 -29 -30 -31
leaf_value=0.0039526004863302544 -0.088083395134965617 -0.1001041059994249 -0.0050382479072673299 -0.082487700348926288 0.031922656543393241 0.057071360940897591 0.01473165562814982 0.086930864009718223 -0.048194807084020748 0.054715063603709757 -0.079889786252849079 0.038329276454569655 0.026336976970765171 0.061647500185976922 -0.046566694976577672 -0.081579641934722974 0.0085668341827627673 -0.096765305861447048 0.021261954471561623 -0.061305328641931736 0.073366730572790084 0.06890270754197006 -0.10067135809823179 0.061188083071624849 -0.069024465925131159 0.084172656942356872 0.0022999016584547881 -0.10047652816470309 -0.030855457623837703 -0.00409419642923945
leaf_weight=2.2523294964665572 0.027478902255516746 0.011282568096049772 0.04555848316628186 0.059424875093721852 0.012889485237906229 0.051669541280716658 0.011687579533315784 0.0087845147800180712 0.022064385566892497 0.05940656043750181 0.01301185336720323 0.0044131467672841032 0.052150630956020794 0.052319257686576748 0.040142419276889996 0.04794261134111355 0.10132521056436872 0.028267137757381877 0.13432863575872034 0.055854386426744895 0.039914119406603277 0.046754838971537538 0.037324988523323555 0.039365928707411513 0.081549083713582604 0.045306107307624188 0.083631003953769323 0.022881047646674091 0.088511344638391165 0.19687501753408476
leaf_count=1455 22 89 30 120 34 31 8 13 38 65 38 62 26 17 16 50 211 11 36 24 10 9 18 10 33 12 62 41 26 283
internal_value=-0.000116787 -0.00936424 -0.00215849 -0.0165904 -0.0514057 0.0279684 -0.0665094 0.00799322 0.0185071 0.0366313 -0.0126566 -0.0611809 0.000762334 0.0188749 -0.00537213 -3.08735e-05 -0.0203869 0.000932843 -0.00661964 -0.00369843 0.000242573 -0.00351606 -0.00815576 -0.000149563 -0.0180816 0.0192373 -0.0407699 -0.0197787 0.000561081 0.00678409
internal_weight=3.77445 0.327672 0.300193 0.202965 0.0840019 0.097228 0.0711125 0.118963 0.103267 0.0812029 0.0217964 0.0156957 3.44677 0.144612 0.0922931 3.30216 0.149268 3.15289 0.900564 0.872297 0.816442 0.776528 0.729773 0.585936 0.304389 0.281547 0.143837 0.106512 0.22284 0.236241
internal_count=2900 550 528 467 162 61 128 305 154 116 51 151 2350 59 42 2291 261 2030 575 564 540 530 521 400 95 305 121 103 62 293
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=13 13 17 10 10 0 15 0 6 0 18 7 19 18 9 7 7 18 7 18 18 9 9 18 6 7 19 0 18 6
split_gain=0.00317293 0.0119829 0.0102537 0.00823687 0.0121239 0.0129086 0.00958843 0.00794729 0.00824326 0.00811271 0.00780152 0.00814544 0.00790589 0.00620484 0.00753122 0.00572137 0.00544624 0.0156747 0.0149413 0.0173744 0.0216477 0.0247687 0.0243375 0.0196053 0.0299456 0.0323358 0.0176513 0.0142781 0.0186795 0.0127521
threshold=95.99139754765001 92.692659421600013 172.46189488870002 82.204984254750016 87.33187390945001 110.50907145210002 13.773858546750001 113.28087178455002 3.6650856341500009 118.45077676945002 16.873483924050003 26.565321014450003 13.451085274650001 16.118666550000004 58.059373288650008 24.575790737200006 24.891451065550005 14.732667293750003 24.785467646950003 14.662165311550002 14.752187928300001 202.13708171315002 197.89372115420002 14.371157440600003 14.775345223550003 24.005763052250003 12.551012654050002 97.835679825150024 15.573070337500001 13.825323026450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 13 -6 -1 -7 -9 15 16 -12 -13 -5 -15 -10 18 -18 19 23 -21 22 26 -2 25 -25 -22 29 -29 -19
right_child=10 2 -4 4 5 7 -8 8 9 -11 11 12 -14 14 -16 -17 17 27 -20 20 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0088783785127824252 -0.00021669788439776869 0.048034683048348639 -0.086751344526588087 0.085953839169795238 -0.10020806756000207 0.059497450913881145 -0.1001945220386157 -0.10010355391721129 0.04254886692356194 0.071442539535619076 0.0693892543871064 -0.031347276714390436 0.052360630910536658 -0.042403820215244879 0.069808781846645643 -0.10013855704600799 -0.048702655571778018 0.064466235062294916 0.042752042713696939 -0.10096680898402294 0.032508572913889859 -0.092508259530124204 0.066302847904147436 0.040198355242041385 0.060627222652399199 -0.10039725907838565 -0.085908955390576261 -0.10023631034376763 -0.009797867191559121 0.0036274446016880419
leaf_weight=0.016473131145574249 2.5114048599053667 0.0068750060748783417 0.031523045947608352 0.024577511965162557 0.014057730822770509 0.018906729298119984 0.01578016991061304 0.0095536848400250562 0.0044851676575490274 0.011208151069425298 0.033133743785583536 0.026426512443094907 0.019689084755441399 0.011812049639360112 0.012116258933019708 0.0075246420532071312 0.085696307582565967 0.041416262576831286 0.085223832644714892 0.035217980263723692 0.022195993262300817 0.029420531381219917 0.044701138511300087 0.036971589245695102 0.12947135898775741 0.029340165054662748 0.029078410739685978 0.026750743823743761 0.15614173262667919 0.20490278320354705
leaf_count=53 1275 24 131 25 127 47 50 205 4 22 27 39 25 41 10 45 46 31 35 28 26 25 14 29 46 39 62 65 152 152
internal_value=-0.000121861 -0.0128932 -0.0626185 0.00014036 0.0127396 -0.015244 -0.0444864 0.00786819 -0.0219179 0.0102537 0.000543832 0.0315669 0.00439187 0.0506635 0.0144158 -0.0468507 -0.000165109 -0.00965545 0.00148969 0.000263472 -0.0316922 -0.0122362 0.0123706 0.00215936 0.0326382 -0.0220093 -0.0346476 -0.00185929 -0.0230258 0.0138569
internal_weight=3.73208 0.184893 0.0383981 0.146495 0.114242 0.0657361 0.0322533 0.0516784 0.0327716 0.023218 3.54718 0.0792493 0.0461156 0.0485058 0.0239283 0.0120098 3.46793 0.514908 2.95303 2.8678 0.160614 0.125396 0.0959755 2.70719 0.195783 0.0663118 0.0512744 0.429212 0.182892 0.246319
internal_count=2900 784 155 629 526 450 103 323 276 71 2116 91 64 76 51 49 2025 446 1579 1544 155 127 102 1389 114 68 88 400 217 183
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=17 0 16 4 6 10 7 5 6 0 16 13 6 18 15 16 9 2 18 2 2 10 13 17 17 2 14 14 16 5
split_gain=0.00328863 0.0308133 0.0277533 0.0179187 0.0147099 0.0123792 0.0134074 0.0254055 0.0163468 0.0162943 0.0181676 0.0185073 0.0182747 0.0157967 0.0142488 0.0104983 0.0130651 0.00904992 0.00925823 0.0112427 0.00884008 0.00869818 0.00859826 0.00799406 0.00796907 0.00770697 0.00753566 0.0131183 0.00664845 0.00577946
threshold=200.83528241485001 86.692020874450009 22.644947046300004 178.77399478955002 16.625388449550005 61.971648364950006 23.903127120600004 20.569643378550001 15.710367070250003 94.776214472700005 18.764956119400004 103.32013441125001 13.075305502400001 17.108018746400003 36.040858416950009 17.654958715000003 210.97856947250003 325.75432260090003 14.117867417450002 335.91826356435007 210.09551210720002 79.215418813700012 96.84095031690002 200.23903127160003 205.10400128480003 309.73785348360008 384.93581166080008 404.29318073705002 13.9449673906 32.00428233840001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 -3 5 -5 7 -7 9 14 11 12 13 -11 -8 16 21 23 -19 -20 -10 -15 28 25 -13 26 29 -28 -23 -1
right_child=1 2 -4 4 -6 6 8 -9 20 10 -12 24 -14 15 -16 -17 -18 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00073404184616720797 -0.10041530647365525 -0.063671806802986966 0.082627989600169302 -0.10116006182802995 0.070125457286842066 0.021450504291875019 -0.082524417936201883 -0.10177421723907715 0.00062177021921095874 -0.087968051321239041 0.047864523959329448 -0.021601791659464534 0.069776617702643026 -0.10030986179476101 -0.0076525457917343111 0.098656453651001369 -0.10010568379709157 -0.1003286802124131 -0.10023140769921285 0.038321903800034182 0.056543248813947879 0.02158947233819589 0.089846526595268428 0.036572876031341295 -0.10034715555531211 0.050058238497757847 -0.083855062237045697 0.054675768052524623 -0.1001235565065684 0.042245266252345114
leaf_weight=2.7775953210725053 0.033127970430200437 0.050505098262135562 0.036949041532352567 0.013099321175104706 0.027267598663456738 0.031220335016314493 0.046070670053438789 0.036052331553946715 0.04583651342545636 0.022139652864439086 0.073584832804044709 0.025156436434826901 0.035876185052529763 0.0057550281781004733 0.056700446169202223 0.010967677961161826 0.01222493477058606 0.017423617159797788 0.0086694226338224212 0.018049479481121011 0.073753304189722257 0.022671291872057964 0.015670573542593047 0.065395413072110276 0.026274296815017806 0.031946428306724672 0.024938915461369393 0.0094168803718162053 0.0055956197287514433 0.03394938908454026
leaf_count=1821 28 32 24 3 8 30 36 12 23 87 30 19 27 5 35 9 83 49 19 49 31 141 14 32 61 43 50 33 21 45
internal_value=-0.00012471 -0.00626029 -0.00162813 -0.00651982 -0.00159341 -0.005094 -0.00278734 -0.0445873 0.00309208 -0.00758286 0.00592373 -0.0110026 0.00896748 -0.0139907 -0.0412164 0.00848068 -0.00749251 0.00132632 -0.0436166 -0.00663418 0.0351096 0.0152914 0.0304331 0.00200037 -0.0618302 0.00121475 0.000666465 -0.0458839 -0.00250442 0.00123529
internal_weight=3.69388 0.706499 0.673371 0.636422 0.585917 0.558649 0.54555 0.0672727 0.478277 0.358688 0.255917 0.182332 0.130901 0.0950248 0.102771 0.0728851 0.0619174 2.98738 0.0441425 0.0267189 0.11959 0.0496925 0.0439375 2.94324 0.0514307 2.87785 2.8459 0.0343558 0.0282669 2.81154
internal_count=2900 759 731 707 675 667 664 42 622 568 497 467 387 360 71 273 264 2141 117 68 54 181 176 2024 80 1992 1949 83 162 1866
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=7 7 16 16 16 19 8 18 13 15 7 6 15 19 8 4 16 6 2 15 16 18 15 12 9 4 16 12 10 17
split_gain=0.00311374 0.00688249 0.00659534 0.0066581 0.00888593 0.0147792 0.00950141 0.00934886 0.0215773 0.00951301 0.0118576 0.00862246 0.00841216 0.00763783 0.015968 0.00748688 0.0209541 0.00698683 0.00697057 0.00637374 0.0197414 0.0329758 0.0176764 0.0344615 0.0186422 0.0184824 0.0179097 0.0171149 0.016498 0.0141749
threshold=26.752366550650006 26.452067539250002 11.934972090850001 13.039969506900002 14.524966034300002 11.950964240300001 2.3481675133500004 15.830953678100002 103.32013441125001 21.595769066000003 22.726915405250001 13.075305502400001 20.609775022200004 13.251069136700002 3.4473097536500004 310.49012963040008 12.644970430600003 11.895277931250002 187.77144079505004 28.566186095050004 18.684956306450005 14.025183600500002 27.008040895250005 191.59589549940003 203.64522440670001 200.91490209630004 19.214955067100004 105.35624869990001 75.28220456885002 189.27091549140002
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 5 6 -5 9 11 10 12 18 13 14 -6 16 -4 -8 -9 22 21 -21 23 24 25 -11 27 -24 29 -25
right_child=-2 -3 3 4 7 -7 17 8 -10 19 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 26 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.034369600564218436 -0.015395338757757044 0.036393875633058258 -0.10015500729838563 -0.06454209762588313 -0.10022933354668691 -0.079464058515841804 0.061333373764474834 -0.028080277854380151 -0.057080660461831002 0.0081760525112482725 -0.10026120037663507 0.089877065753962038 0.065059069691559737 -0.10071244351416134 0.067427854476859811 0.058991259379507971 0.086823451331794435 -0.018171122420758266 0.058019303728648497 0.020316128225520758 0.00046658407031949879 -0.083358965488521286 0.0052459559896955981 0.043005407243807386 -0.083552644038598536 -0.054213455638188891 -0.0032733020258820088 0.088968519433064761 0.091270623562496989 -0.055078449025124793
leaf_weight=0.055313150351836149 0.12891336957832411 0.052414626882455795 0.012663884552754801 0.016392428055042152 0.0096074293542195432 0.037220128550018217 0.023876510946138296 0.01589181986787469 0.021662282497004526 0.15966275055291168 0.020766346087157217 0.03789438053718186 0.011446557042177119 0.011443753579612803 0.013899112579071726 0.039869003738886022 0.011379086298802576 0.020581410750025952 0.023028933468594914 0.052635129327200381 2.4016378565855758 0.07354872807181323 0.036543158469612536 0.049118983441866604 0.041115186807928694 0.067580718481792701 0.070825659980073397 0.073580575652769653 0.044781960224440809 0.021047869444373646
leaf_count=244 561 66 44 35 14 56 14 26 34 127 37 20 16 13 38 28 12 32 19 37 934 100 25 52 44 124 31 51 36 30
internal_value=-0.000130291 0.000427585 -0.000114905 0.00043916 -0.00016978 -0.0298278 0.000533077 0.000723045 0.0310651 -0.000222755 -0.0374557 0.0559227 -0.00934514 -0.0337132 -0.00109582 0.0324124 -0.0116616 0.0245275 0.0228638 0.000585983 -0.00155906 -0.0401129 0.0101956 -0.00196521 -0.0215892 -0.0103782 0.035956 0.0611863 0.0438489 0.0135833
internal_weight=3.65634 3.52743 3.47501 3.4197 3.35579 0.0980705 0.0608503 3.25772 0.0984774 3.15924 0.0671632 0.0768151 0.0463969 0.0349503 0.0235065 0.063912 0.024043 0.0444579 0.0389208 3.09208 2.52782 0.126184 0.564257 0.383307 0.268359 0.227243 0.180949 0.110124 0.114949 0.0701669
internal_count=2900 2339 2273 2029 1945 137 81 1808 99 1709 118 65 81 65 52 84 56 46 45 1591 1071 137 520 413 295 251 107 76 118 82
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=9 18 17 4 7 16 17 10 6 4 16 4 8 15 4 18 18 17 18 7 7 2 7 19 7 9 8 10 9 9
split_gain=0.00304438 0.0109246 0.0229102 0.0152025 0.0240111 0.0228899 0.0192213 0.0201037 0.0149865 0.0230007 0.021123 0.0128818 0.0180798 0.014176 0.0116594 0.020657 0.0178738 0.0254472 0.0218368 0.0135834 0.0246348 0.0108167 0.0220425 0.0135949 0.00952019 0.0218402 0.0141256 0.0108272 0.00847986 0.00772599
threshold=195.97407267990005 13.512826932300003 193.52305340940003 269.13081826370006 23.124786352450005 22.584947186600004 188.54236693505001 62.025417527550012 14.855347092800002 193.19324462480003 22.564947233300003 169.78633280640003 7.943800736700001 32.706399462450001 227.22863097060005 13.042786209850002 12.933745112000002 186.34046889365004 12.868666868750003 22.535351262400003 20.778835947700006 195.80507463585005 23.046547257250005 13.551093343600002 22.087764922150004 186.14781787895004 8.3434888241000014 64.221887820150016 193.75542554275003 197.58039077460003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 21 14 -8 11 -10 -11 -3 13 28 15 16 18 -18 24 20 -16 -5 23 -23 25 26 27 -1 -13 -2
right_child=29 8 -4 5 -6 -7 7 -9 9 10 -12 12 -14 -15 19 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.040309958474681357 0.020105873217404896 -0.057788449535047616 0.057295212787521581 -0.079142509623396584 0.087882340612238874 -0.10065630733218148 -0.012049920741438057 0.046470756433737159 -0.0013129812492189575 -0.10096889698800181 -0.020311858003717181 0.0049287942251676825 0.076407098894074932 -0.100600436384674 0.037663593929472765 -0.060856518227793546 0.088371166378581278 -0.017591019972421098 -0.070877692122174721 0.071970358392609429 -0.10062413468310914 0.00048731756116911348 0.098899338988904073 -0.10030796057395724 0.032975269481250645 -0.10083151008623928 0.10011916953629606 0.071249117527300274 -0.10022969696799577 0.00029724159459644506
leaf_weight=0.037633181000084059 0.2214898968993565 0.036261672081224106 0.072615197224422445 0.018810020704677299 0.033330728998407722 0.034857360791891168 0.096087518614922374 0.15087918175049708 0.12185494118133544 0.066838500093865605 0.063143469427316745 0.29104385749982242 0.032045687905338127 0.014056454873070834 0.039126118011807876 0.088086575058483163 0.041941056264363397 0.049310524249449372 0.063361524860525265 0.033578566641381258 0.019205107529273846 0.071949840354313288 0.01962442970199163 0.016438436309201165 0.053610325994668528 0.024412075617874507 0.013772317324765027 0.011315570290975074 0.0078758264835414593 1.7735328720000305
leaf_count=137 77 31 24 13 8 58 35 39 28 30 29 831 15 14 59 38 32 18 26 12 16 90 6 27 18 8 5 14 18 1144
internal_value=-0.000119978 -0.00333597 0.00322505 -0.0010551 0.00489963 -0.028886 0.00107048 0.0237021 -0.0135948 -0.0325257 -0.0617868 -0.00109097 0.00486791 -0.002457 -0.0106876 -0.0183552 -0.00567974 0.0311113 -0.0221283 0.0213013 -0.00786658 -0.00915982 0.00302742 -0.0182586 -0.000181792 -0.0205823 0.010652 -0.0145206 0.00215812 0.00249642
internal_weight=3.61809 1.62307 0.989946 0.91733 0.75565 0.16168 0.72232 0.246967 0.63312 0.251837 0.129982 0.381283 0.345022 0.312976 0.475353 0.383443 0.295357 0.0912516 0.204105 0.0919098 0.0583312 0.126823 0.108013 0.0883883 0.140743 0.0871331 0.0627211 0.0489488 0.29892 1.99502
internal_count=2900 1679 683 659 465 194 457 74 996 87 59 909 878 863 383 296 258 50 208 87 75 136 123 117 182 164 156 151 849 1221
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=0 9 0 8 4 13 3 8 4 10 8 13 3 4 0 8 8 9 15 18 18 19 19 16 13 5 5 5 13 6
split_gain=0.00277816 0.00925562 0.0218984 0.0197579 0.0168829 0.0128568 0.0105135 0.0127555 0.0103173 0.010228 0.0167437 0.00893398 0.00777788 0.00655399 0.00772596 0.0101597 0.015062 0.010482 0.0124405 0.0110335 0.0179508 0.00795969 0.00572615 0.00766 0.0151058 0.00642169 0.0110303 0.022682 0.0170927 0.00672283
threshold=85.716110573100011 186.14781787895004 85.656964494200011 8.3434888241000014 186.12253940095005 121.87856088575002 94.92945658615001 9.5425530862500008 375.86663358980007 61.885617704800005 8.6432548896500023 117.62273166525001 93.82450029455002 327.25961048935005 85.509099297050014 8.1436447804000007 4.9461400813500012 58.059373288650008 30.807603489900004 11.831616630050002 11.780121045600003 13.451085274650001 14.651182102100002 22.724946859200003 117.72489307420001 25.556820288350004 23.953129400350004 24.301614351200005 117.69263157665002 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 4 8 5 11 9 -8 13 -6 -11 -3 22 14 15 16 17 -1 19 20 21 -19 23 24 25 26 28 -28 29 -2
right_child=12 2 -4 -5 6 -7 7 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.10008669249893194 0.0015689640999367851 -0.016268619418206481 -0.10033337231074702 0.099100836316808535 0.068765311675540827 0.010134121895929691 -0.1003555646526378 0.031540918659421345 -0.10022735763686895 -0.069840261558022379 0.070932912999141562 -0.10065876195360005 0.031529958868979906 0.065340663536932173 0.039014841368494507 -0.068538316223719989 0.099756082860309098 -0.10050863535417993 0.082559340424597463 -0.10017984470527384 0.079857665184205381 0.018653683291448977 0.024620907034990369 0.053623955647588067 -0.074558240576916388 0.037168467687591723 -0.10062645313123049 0.0032773003318547159 0.082234014873201894 -0.011552210720987634
leaf_weight=0.0070725405821580037 2.2935432297361977 0.019302662632014744 0.030590266996341597 0.021234520208963659 0.043405595126387198 0.030114821449387819 0.014509952481262189 0.014821880216686623 0.010275656731025151 0.018202224547606782 0.015768636904027744 0.03583152224564401 0.08076442455057975 0.015322704647644514 0.033617233359294119 0.027516153308511093 0.013158638039385551 0.017183561113512269 0.0089450885614041908 0.022112381036283324 0.013827718343236484 0.0083195003154514779 0.092306349892169126 0.025761386903468408 0.027762841316871234 0.04469480894698552 0.033533869534494332 0.05625405066027156 0.025097860081586876 0.47061072673832871
leaf_count=3 1995 27 27 10 13 10 25 15 36 46 15 23 22 22 17 14 7 66 12 142 7 43 31 13 9 34 20 41 7 148
internal_value=-0.000122166 -0.0077504 -0.0217545 0.00794348 -0.00923221 -0.0424122 0.0172752 -0.033706 -0.00297092 0.0366011 -0.00449599 -0.0711135 0.000897569 0.00301065 -0.00328291 -0.0153194 0.000840321 -0.015963 -0.0276235 -0.0436643 -0.0118904 -0.061636 9.15895e-05 -0.000668913 -0.00114279 -0.000445665 -0.00102959 -0.0355285 8.09502e-05 -0.00066498
internal_weight=3.57146 0.421133 0.222548 0.198586 0.191957 0.085249 0.106708 0.0293318 0.177351 0.0773765 0.0339709 0.0551342 3.15033 0.167076 0.151753 0.118136 0.0906194 0.0774608 0.0703882 0.0614432 0.0393308 0.0255031 3.06957 2.97726 2.9515 2.92373 2.87904 0.0897879 2.78925 2.76415
internal_count=2900 580 201 379 174 60 114 40 369 74 61 50 2320 333 311 294 280 273 270 258 116 109 2298 2267 2254 2245 2211 61 2150 2143
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=6 19 10 19 6 7 0 0 2 16 15 2 16 13 10 0 10 12 15 2 12 3 0 5 5 19 7 19 16 9
split_gain=0.00280471 0.0084858 0.0076427 0.00720495 0.0067075 0.00494245 0.0152337 0.010588 0.00702549 0.00547153 0.0109476 0.0116222 0.011407 0.0184431 0.0081479 0.0113926 0.00720701 0.0102272 0.00512799 0.00984352 0.00584272 0.00481741 0.00393678 0.0136226 0.0125608 0.0130522 0.0209143 0.0122745 0.0117618 0.0299485
threshold=10.715250360100002 13.751109481500002 67.316303128300021 9.4507625164000029 11.175261108200003 20.940097048150005 95.590817286200021 96.055920542800024 103.98563613345001 17.614958808600004 22.530191796700006 299.31602032135004 16.064962433100003 92.692659421600013 87.33187390945001 110.50907145210002 84.600400448950026 216.11788648010003 6.9561856507500011 242.05632222635003 319.87149966510009 77.478674861400023 98.615332683000005 13.999568943650003 16.579584939650001 12.651020723000002 25.256598800350002 12.050972309250001 15.474963812800002 66.290220196950017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 21 -5 -7 -8 -9 10 12 -12 13 14 16 -16 17 -10 -17 -20 -21 -2 24 27 25 -6 -27 -24 29 -26
right_child=4 -3 3 5 22 6 7 8 9 -11 11 -13 -14 -15 15 18 -18 -19 19 20 -22 -23 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.10012350519575422 0.0051288897316151228 -0.074485628046340679 -0.10015536485780195 0.052267251481332794 0.048443912852419439 -0.1003894198199452 0.099136153701392005 -0.10021783083035184 -0.10007392284781982 0.068563819788997324 -0.10020130236619405 0.033852530966027868 0.098904413315925199 -0.10014292342972581 -0.10018771524879191 0.082180227662928235 0.074024084222964137 0.050363799652321663 -0.10013673955891136 0.076511035619401799 -0.021252524650096694 0.072092386553976096 0.037622273219030868 -0.047064898672870684 0.031095750191122918 -0.06045279965658016 0.046048492849249743 -0.055323944250154682 0.00068236416502585103 -0.067930706773518076
leaf_weight=0.0081672399026050391 0.02069744339814894 0.0189937931685904 0.007201473404089497 0.017642211896600202 0.10846910591954007 0.014868037714073523 0.011176285592227941 0.0068869811743184064 0.0070094389011501326 0.011781066157709574 0.020065227720834855 0.009543485947432373 0.013084511747365468 0.015785234849886365 0.011410222939844061 0.0084518471649062121 0.031431677789555579 0.012718862874407932 0.0081858637877303408 0.011961237936702673 0.012503156955915529 0.022338240497447259 0.055790794662300303 0.071580406469674784 0.049374558177703753 0.036112459931246121 0.037676051932066912 0.01906299819393098 2.7782189583518004 0.080062050331502377
leaf_count=27 26 28 174 10 37 81 4 39 43 16 56 21 6 84 103 13 30 26 76 30 38 15 57 170 69 19 29 30 1409 134
internal_value=-0.000122945 -0.0101438 -0.0050491 -0.00169791 0.000668084 0.00146032 -0.00287272 0.00467894 -0.0011594 0.00276291 -0.00201786 -0.056993 0.0102631 0.000553985 0.0158862 -0.0117849 0.0442887 -0.00308652 0.0127563 -0.00521474 0.0265465 0.0398872 0.000146563 -0.0158746 0.000905824 0.026372 -0.00607376 0.0139517 -0.000690445 -0.0301563
internal_weight=3.53825 0.258868 0.239874 0.231707 3.27938 0.224505 0.206863 0.191995 0.180819 0.173932 0.162151 0.0296087 0.132542 0.119458 0.103672 0.0525123 0.05116 0.0197283 0.0411021 0.0326503 0.0244644 0.0430357 3.23635 0.146434 3.08991 0.182258 0.0737885 0.0748538 2.90766 0.129437
internal_count=2900 905 877 850 1995 676 666 585 581 542 526 77 449 443 359 260 99 69 157 144 68 41 1954 257 1697 85 48 87 1612 203
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=17 0 16 4 6 7 18 18 6 7 9 18 19 16 0 13 7 7 0 16 15 17 2 18 2 15 2 12 16 17
split_gain=0.00302109 0.0274574 0.024668 0.0148938 0.0126593 0.0101778 0.0248377 0.0123371 0.012047 0.0183101 0.0142476 0.0140647 0.011142 0.00840339 0.015206 0.0111766 0.0086163 0.0117176 0.00860931 0.00989476 0.0121751 0.00830313 0.00733474 0.00845846 0.00938694 0.00714415 0.0103802 0.00730114 0.00804649 0.00657114
threshold=200.83528241485001 86.692020874450009 22.644947046300004 178.77399478955002 16.625388449550005 23.903127120600004 14.322090334300002 13.849588037450003 16.245379570700006 24.785467646950003 197.6620677562 14.255915995100002 14.451165964200003 18.764956119400004 94.776214472700005 103.58091484995002 25.481538055850002 25.762580120700004 99.053551358250004 17.654958715000003 20.310401204950004 205.10400128480003 325.75432260090003 14.117867417450002 335.91826356435007 20.044580420600003 222.38716625935004 295.98120537030007 8.5099800999500008 200.23903127160003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 3 -3 5 6 -5 -7 9 10 -9 -11 13 15 -15 16 -13 -18 -19 20 25 -17 29 -24 -25 26 -20 -28 -29 -1
right_child=1 2 -4 4 -6 7 -8 8 -10 11 -12 12 -14 14 -16 21 17 18 19 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.001152051565951338 -0.10036873190022413 -0.060079299865873993 0.081108084485582418 -0.1015736678421801 0.066481623053975078 0.10021521993126029 0.025896720155721437 0.0048555186120439915 0.032154487162117815 0.099620648388076438 -0.089484576531752388 0.061047113427781158 -0.07877281482046028 -0.023593125391057585 0.054764361857727054 -0.005700998072714205 -0.10056261033634036 0.066963925924923645 -0.086324660183399737 0.0763975832626103 -0.10010457459291543 -0.10028981946036231 -0.10028692875950065 -0.10018833599004889 0.035057317805451287 0.091607330341463594 0.083683765396108153 0.05317498878330662 -0.10011808719225618 0.03351492627711055
leaf_weight=2.7471957112163081 0.029588888527257384 0.047767655859018987 0.033951602221350186 0.0334972632881545 0.025829813690506853 0.011936225462704897 0.028116576045704278 0.024659803266331437 0.080796836566605634 0.013625172497995663 0.045630513493051694 0.020178151338200223 0.0188030652479938 0.041464515488314646 0.061496277161495527 0.015968584368238226 0.012647342573472997 0.016726872732760967 0.01403501410547392 0.010677133890567347 0.016953449311472468 0.022157188026028507 0.015108305454302307 0.0073059647503086458 0.017245689111192064 0.0070644996221744796 0.01066546472404184 0.0065781517244829502 0.0071418896344539462 0.064206639590338344
leaf_count=1992 28 32 24 10 8 2 32 23 35 4 28 24 10 31 25 19 14 14 117 13 78 64 49 19 49 7 36 33 48 32
internal_value=-0.000120836 -0.00622876 -0.00179586 -0.00653112 -0.00185194 -0.00524091 -0.0434044 -0.000120332 -0.00279797 -0.010504 -0.0563874 0.000385105 -0.00440012 0.000901912 0.0232081 -0.0133814 0.00131684 -0.0104428 0.00224355 -0.0125627 -0.0277752 -0.0606723 0.00128873 -0.0414158 -0.00518844 -0.000816111 -0.0178103 0.021623 -0.0266209 0.00189115
internal_weight=3.50902 0.657958 0.628369 0.594417 0.54665 0.52082 0.0616138 0.459206 0.44727 0.366473 0.0702903 0.296183 0.282558 0.263755 0.102961 0.160794 0.122668 0.10249 0.0898425 0.0731156 0.0624385 0.0381258 2.85106 0.03966 0.0245517 0.045485 0.0384205 0.0243855 0.01372 2.8114
internal_count=2900 759 731 707 675 667 42 625 623 588 51 537 533 523 56 467 384 360 346 332 319 83 2141 117 68 241 234 117 81 2024
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=7 7 16 8 2 7 6 14 0 16 12 9 3 15 16 4 19 16 16 4 10 9 12 13 17 16 4 13 5 0
split_gain=0.00294415 0.00584044 0.0059169 0.00585464 0.0080648 0.00547026 0.00866526 0.00736579 0.00698122 0.00775767 0.00675724 0.0053586 0.00534151 0.00532709 0.00842777 0.012666 0.0095088 0.0126987 0.00781199 0.0268091 0.0164382 0.016525 0.0155382 0.0173515 0.0125332 0.0105008 0.00864295 0.0277206 0.012938 0.0131447
threshold=26.752366550650006 26.452067539250002 11.934972090850001 8.0437227585500022 309.73785348360008 27.198839780950003 11.125259939900001 316.51983546505011 118.45077676945002 7.6999819941000007 171.05377706560003 34.801825462000004 74.846674351650009 17.512831095650004 14.524966034300002 376.98468903265001 11.950964240300001 13.894967507500002 15.919962772200003 266.97556800805006 72.953999827850012 191.87997069285004 126.44787765430002 103.32013441125001 204.75389752000004 15.474963812800002 309.48890441440005 115.02030419500001 20.837651832150005 88.76213363490001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 -2 10 9 -9 -7 12 -1 -4 15 16 17 -15 19 22 26 24 25 -24 -22 -16 -20 -28 -29 -30
right_child=5 -3 13 -5 -6 7 -8 8 -10 -11 -12 -13 -14 14 18 -17 -18 -19 20 -21 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=-0.10005098935147819 -0.10045457514958495 0.034871887421378298 0.0275294610076499 0.055559748150134675 0.006713475408474558 -0.10008844634713335 -0.0048616449718212147 0.055040252766732259 0.041115327449522267 -0.068630073794583898 0.050526579075051661 -0.10014620654310372 0.10005232164523298 -0.063737010294766611 -0.0054825968402688469 0.058517940972065891 -0.10043807051392394 0.033674289673629294 0.002291619458782299 0.06199114081814882 -0.076677177980922231 -0.1001629224737825 0.027911123688044395 -0.087659838939806708 0.087793948844069269 0.060026067135658015 -0.086166884592225726 -0.062839121618968957 -0.0067159997344110175 0.05131323271885474
leaf_weight=0.0024121230033328214 0.01681527193448662 0.04850609737000855 0.071095732618321583 0.0064983590482370337 0.017906470113430828 0.0033095329881884785 0.021745765526361538 0.0061061012746108636 0.011731743238968306 0.029957382943791799 0.029801910020225364 0.022914608228356226 0.0029846063116565347 0.032276250411250706 0.075015434599066899 0.013715878679420257 0.02254121619752425 0.022861798147005175 2.4556492105734007 0.088530331476249557 0.0080983865503155839 0.032436449253793853 0.019761374462063941 0.037917625068530469 0.010828286702235346 0.03631510230613344 0.046898693443315653 0.032114364198150724 0.20000108732445021 0.048501529556233436
leaf_count=48 58 66 96 11 26 76 30 22 108 149 118 157 2 69 41 19 37 24 1121 61 77 90 35 22 9 26 104 20 155 23
internal_value=-0.00012522 0.000423961 -8.1269e-05 -0.0333155 -0.0458117 -0.0155514 -0.0465468 -0.000778663 -0.0258926 -0.0476908 0.0354724 -0.079033 0.0106141 0.000457048 -0.000147556 -0.030075 -0.0457179 -0.0233475 0.000737037 0.0174124 -0.000778052 -0.0568352 -0.00593882 -0.0480641 0.0174197 0.0158858 0.000256479 -0.0150026 -0.00310913 0.00460986
internal_weight=3.47525 3.35578 3.30727 0.0527162 0.0462178 0.119468 0.038561 0.0809067 0.0477952 0.0360635 0.0331114 0.0283113 0.00539673 3.25456 3.18346 0.0913951 0.0776793 0.055138 3.09207 0.25754 2.83453 0.0513631 0.16901 0.057679 0.0189267 0.111331 2.78316 0.327516 0.280617 0.248503
internal_count=2900 2339 2273 244 233 561 88 473 279 171 194 207 50 2029 1933 149 130 93 1784 185 1599 176 124 57 86 67 1423 302 198 178
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=13 10 14 10 13 6 4 6 4 13 8 0 16 6 10 18 10 5 0 4 3 8 6 0 0 16 10 2 9 18
split_gain=0.00273271 0.0189407 0.0120122 0.0100521 0.00969932 0.00905259 0.00757157 0.00857636 0.0176112 0.012834 0.015857 0.0116226 0.0176374 0.0102615 0.0125221 0.0112832 0.0129834 0.006809 0.00629092 0.0216449 0.0195845 0.0200756 0.0216294 0.0237595 0.0183188 0.0202137 0.0158103 0.0131259 0.0248171 0.014057
threshold=104.02719889955002 75.465019721650009 170.27070910270004 68.214248143850014 103.58091484995002 14.055328400500002 172.73046293330003 12.380289263450001 257.27402154285011 98.362617618700014 7.1444245619500011 98.615332683000005 9.9999766157000014 11.125259939900001 70.343506983200015 17.327266398450003 79.900975636950008 23.234643166550004 94.047642319350018 144.53986173305 84.968719212850019 7.943800736700001 14.815346158200002 96.055920542800024 93.577162146500015 19.044955464600005 70.026268923800004 147.87428232835001 201.2906445504 15.502113896900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 -1 17 5 6 -5 9 -9 10 -8 -10 -13 14 -11 16 -16 -4 24 -20 21 -21 23 -23 -2 -26 -22 28 -25 -29
right_child=1 -3 3 4 -6 -7 7 8 11 13 -12 12 -14 -15 15 -17 -18 -19 19 20 26 22 -24 27 25 -27 -28 29 -30 -31
leaf_value=-0.10022042693679281 0.00017696489524937956 0.071801894844483086 -0.10017682578836218 0.084325132225674476 -0.051952120605329069 0.080024456200728566 0.00140397311852615 -0.082162852273330811 0.058628908980128847 0.093340673398239621 -0.082452835014900569 0.048197559224278513 -0.10022061157664926 0.058118793143569464 -0.10034338792674424 0.04561823356314209 0.07794175377737389 0.022025325160218538 0.082937454307878328 0.048509772298763576 0.017156693588156902 -0.08569079030061541 0.051812752065503037 -0.043381055165557125 0.082913602708814135 -0.0045073358186783763 -0.10066428187372532 -0.081578552488360642 0.055290476138335369 0.018383405257604322
leaf_weight=0.013432433844855374 2.3994354743428095 0.037343377392971777 0.017377898252732393 0.010431729664560407 0.034824208655663824 0.014703138986078557 0.17226755157758422 0.037016262912629827 0.02438775372343116 0.010927968745818362 0.025946350870349022 0.014666704680621478 0.017633037371979299 0.066257147487249313 0.021178574577824349 0.013846013474903884 0.0050607393677637438 0.0061814698769109269 0.022828612141893134 0.053291706346499268 0.015380416021798737 0.057970873203373685 0.03714069400768949 0.046537061658455059 0.057319601693507027 0.049110921655028505 0.043889399686644737 0.04117349675971127 0.056360011013964595 0.021368698089418103
leaf_count=34 1192 12 71 3 29 13 655 54 18 5 190 11 30 64 95 19 8 23 7 40 7 87 15 13 22 29 66 27 32 29
internal_value=-0.000131154 0.00103756 -0.00691788 -0.00437422 -0.00117339 0.00289808 0.00019563 -0.00194914 -0.0285136 0.0059409 -0.00957295 0.00651877 -0.0328267 0.0321629 -0.00154925 -0.0274179 -0.0659578 -0.0681136 0.000126894 -0.0115866 -0.01737 -0.00741372 -0.018852 -0.0305996 0.00197769 0.0425744 -0.0700899 -0.0112954 0.0106645 -0.0474247
internal_weight=3.44529 2.93915 0.506139 0.492707 0.469147 0.434323 0.41962 0.409188 0.0937038 0.315484 0.198214 0.0566875 0.0322997 0.11727 0.0510133 0.0400853 0.0262393 0.0235594 2.90181 0.395941 0.373112 0.313843 0.260551 0.22341 2.50587 0.106431 0.0592698 0.165439 0.102897 0.0625422
internal_count=2900 1578 1322 1288 1194 1165 1152 1149 113 1036 845 59 41 191 127 122 103 94 1566 323 316 243 203 188 1243 51 73 101 45 56
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=7 7 7 7 6 0 10 5 17 0 0 2 17 17 0 5 7 17 17 5 3 0 17 18 17 7 19 3 7 16
split_gain=0.00290634 0.0121159 0.0219156 0.0165136 0.0249705 0.0216155 0.0131903 0.0111931 0.0364005 0.0144817 0.0374934 0.0131291 0.0151765 0.021897 0.0116756 0.0186033 0.0269146 0.0123573 0.0160566 0.0159613 0.0128238 0.0151865 0.0108885 0.0108219 0.0263107 0.0190938 0.0142301 0.0453666 0.0302466 0.0243253
threshold=24.390191290350007 23.974509389900003 23.9444576715 24.052187734100006 14.755344756250002 89.057864029250013 75.403185184700007 18.725555412050003 197.57625617845002 93.262612545250008 94.047642319350018 339.55821382900007 206.41783130310003 201.96296776225003 94.776214472700005 18.310380701750002 24.639960683050003 189.73320545960004 192.2469332606 16.222050829800004 81.796338618900009 96.588235252600015 212.33270692945004 14.322090334300002 200.83528241485001 23.824098587650003 14.151141757350002 89.227236891450005 23.724432465350002 20.784951395750003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 -5 9 -9 -2 -11 12 13 -10 -12 16 -16 19 -19 -18 -20 -22 -14 24 26 -25 28 -28 -1 -29
right_child=7 3 -4 4 5 -7 -8 8 11 10 14 -13 22 -15 15 -17 17 18 20 -21 21 -23 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.0052769671024824084 -0.097834303503415099 0.060575515644298118 -0.070150264639722751 -0.10035415185146115 -0.013561377916557963 0.050971784904497178 0.018398546174111362 -0.10081999531728869 -0.02714181822036843 0.094807506537566477 -0.068882287452141269 0.061113125259992032 -0.093479039092531552 0.059564595215938154 -0.085921819945319833 0.080631291151378293 -0.006955605937252929 0.05941221646809508 -0.010572736879184938 -0.10053982612872821 -0.025325103547227293 0.068164439685007711 -0.007363162409326128 0.0047287555380560609 -0.05619407749542759 0.094508072634972545 0.097624224398892429 -0.061900365048434283 -0.086431038261894202 0.0051497185583564177
leaf_weight=0.43067826772934248 0.014111439413681981 0.075421028636583176 0.045009749572272884 0.029143282785298652 0.095542080773157068 0.11363854908995563 0.013774123680946104 0.048332177554158307 0.076403668704090322 0.042809621827927913 0.025172350216507766 0.026587437169609984 0.03332969063467317 0.04706965396508167 0.036781312557877754 0.027676037219862337 0.092947281440353358 0.060159305302761368 0.20559657253033947 0.022669891428449773 0.026061013750450002 0.052133684504951816 0.026243364447850581 0.084623459473931351 0.083871503539512449 0.032897745467380446 0.051970498228911199 0.056321376621326524 0.051407525985268876 1.3766254737917032
leaf_count=577 14 33 11 44 38 33 28 55 44 22 27 26 27 26 49 20 292 52 575 20 25 42 26 164 35 16 13 19 19 528
internal_value=-0.00013205 0.00157166 -0.00108459 0.0195229 0.00724104 0.0214966 -0.0622411 -0.00514198 -0.0225879 0.00228307 0.00466953 -0.00455113 -0.0140888 0.00591181 -0.00235667 0.000838987 -0.00361017 0.00297761 0.0124848 -0.0253053 0.00253689 0.0370059 -0.0555429 0.000349015 -0.00134209 0.0298607 0.000996754 0.00584309 -0.0139309 0.00251434
internal_weight=3.40501 2.54092 2.21341 0.327519 0.252098 0.209181 0.0429174 0.864085 0.257966 0.606119 0.592007 0.209634 0.183046 0.123473 0.549197 0.524025 0.496349 0.459568 0.343951 0.115617 0.283791 0.0781947 0.0595731 2.1684 2.05087 0.117521 1.967 1.48492 0.482086 1.43295
internal_count=2900 1558 1382 176 143 71 72 1342 204 1138 1124 149 123 70 1102 1075 1055 1006 694 312 642 67 53 1371 1191 180 1156 560 596 547
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=13 13 17 19 10 18 0 7 5 6 0 18 17 16 14 19 3 4 2 8 0 19 15 13 15 15 15 0 5 16
split_gain=0.00267693 0.00881733 0.00837659 0.00628614 0.00627575 0.00639734 0.0105097 0.00787941 0.0110351 0.00744773 0.00618119 0.00555352 0.00483632 0.00456115 0.0154714 0.00704517 0.0100849 0.00982605 0.0106913 0.00638983 0.00681692 0.00423739 0.00711763 0.00568643 0.00421431 0.036177 0.0238414 0.0156772 0.0234046 0.0199753
threshold=95.99139754765001 92.692659421600013 172.46189488870002 11.750948102400001 82.204984254750016 17.383654746850002 118.45077676945002 24.142338514450003 2.5966915737500007 3.6650856341500009 94.109476856350014 17.327266398450003 215.30533467345003 12.644970430600003 329.33647766945006 11.850956171350001 79.47351079420001 348.92759275185006 77.807238814800016 3.3473877318000005 101.83879398140002 11.950964240300001 12.209425427750002 92.284013785800013 31.385732506450001 32.188927121800006 31.000143748900005 93.063666643600016 19.861308675400004 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 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 -6 -9 -8 -1 13 -13 14 -2 19 17 18 -17 -15 -21 -5 -23 -24 26 -26 -18 29 -29 -27
right_child=11 2 -4 21 5 6 9 8 -10 -11 -12 12 -14 15 -16 16 24 -19 -20 20 -22 22 23 -25 25 27 -28 28 -30 -31
leaf_value=0.034003334573774725 -0.10017690140479972 0.046790322766061092 -0.085518484685854101 0.086093387021674711 0.074486423537805421 -0.10014443422021596 -0.10005512980487162 0.069163661884610747 -0.068422665652915368 0.072699695208681067 -0.100139766001968 0.087021241561687682 0.011475383141522133 -0.011894600391901973 0.044019221924745403 0.0082746139624299535 0.0019611456872862774 0.055308026164770402 -0.10016588115753984 0.081516661337721022 0.012070711793497502 0.079224527780730844 -0.10008220642730406 0.039122039854192159 -0.07807681016198588 0.057013671046442199 0.070090243891680448 -0.0026058967451908694 -0.092518215287657579 0.00052710493278178001
leaf_weight=0.0045771643154356436 0.017399249831046126 0.005901231422164698 0.025299559350060008 0.01138604735882609 0.01758801634593965 0.013685767112932012 0.0034145740092306207 0.0097144429508659869 0.014576290176783857 0.0092718235046902464 0.013766653538311857 0.013418760820058995 0.022996985386271263 0.025905111863722019 0.013000611425312059 0.013480457431797155 0.85869895960953302 0.0081423348919997807 0.027926767774260952 0.029345076388324287 0.027270740436506458 0.0086408630641159334 0.0067872960802617399 0.0051695898787329497 0.060857055435591056 0.064814592218681688 0.054632952178849337 0.083691316201509269 0.044262370235117032 1.8356286757162363
leaf_count=15 79 24 131 28 23 164 153 17 76 19 65 15 37 23 16 17 835 20 84 36 16 9 50 10 44 19 20 68 78 709
internal_value=-0.000127137 -0.0131938 -0.060494 -0.000747991 -0.0147409 -0.000784371 -0.039365 0.0235109 -0.0133986 0.0262023 -0.0666683 0.00048418 0.0393131 3.74312e-05 -0.0385109 0.000411273 -0.000368254 -0.045115 -0.0648622 0.029243 0.0480659 0.0371372 0.0100752 -0.0398969 0.00037017 -0.00210688 0.00603644 0.000172412 -0.0337088 0.00245358
internal_weight=3.35125 0.149779 0.0312008 0.118579 0.0865947 0.0682509 0.0263722 0.0418787 0.0242907 0.0126864 0.0183438 3.20147 0.0364157 3.16506 0.0303999 3.13466 3.05214 0.0495496 0.0414072 0.0825209 0.0566158 0.0319838 0.0205977 0.0119569 3.00259 2.08925 0.913332 2.0284 0.127954 1.90044
internal_count=2900 784 155 629 532 452 336 116 93 172 80 2116 52 2064 95 1969 1894 121 101 75 52 97 69 60 1773 918 855 874 146 728
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=0 9 6 8 9 9 12 0 10 3 9 15 9 5 8 19 17 19 13 10 5 6 6 7 10 8 15 3 8 18
split_gain=0.00249786 0.00841686 0.0197537 0.0175386 0.0116532 0.0172099 0.0122606 0.00672754 0.0163733 0.00596053 0.0059315 0.00579077 0.00830503 0.0146508 0.00800912 0.0135465 0.00598434 0.00540944 0.0235047 0.0193021 0.0261995 0.0186434 0.0132492 0.0132762 0.0131552 0.012483 0.0159424 0.0144496 0.0163156 0.0174426
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 199.02473417820002 190.24759545780003 88.918697887850016 85.199926612050021 57.729261435100007 93.82450029455002 224.73355223045004 20.742056627150003 66.290220196950017 29.239824992700004 8.1436447804000007 13.051052998800001 167.86887396990002 14.451165964200003 115.02030419500001 62.837331883000012 21.042547594650003 16.575387281250006 16.425383776450001 23.124786352450005 61.885617704800005 8.7431769115000026 33.005488016050009 93.58791597905001 8.6432548896500023 13.713893333650001
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -6 8 -8 17 -10 16 -13 14 15 -14 -1 21 -19 20 -20 24 -22 -24 -2 27 -27 28 29 -26
right_child=9 2 4 -5 6 -7 7 -9 10 -11 -12 12 13 -15 -16 -17 -18 18 19 -21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.030021030935990269 -0.065227957430019495 -0.10034126500182271 0.012675683688396722 0.098842977984612126 -0.048759260978379321 -0.074415936080998321 0.076944432968355375 0.070104495537451392 -0.10035089863927385 0.027921882643212128 0.013357417089875367 0.044738847256526215 -0.10010799011561705 -0.10017606261579018 -0.018380337952255642 0.072007564228552312 -0.078175733344003323 -0.042561025583145 -0.038252641303050644 0.055373047317637571 -0.010343711075014615 -0.047360286425973529 0.0090066165097012485 0.063591379870043915 0.016067406397491605 -0.013135906981558372 0.070855375765771833 -0.048748791667854126 -0.041903232426640957 -0.0041114959341996748
leaf_weight=0.0071886338284160569 0.030678710742678805 0.027462073707232193 0.041778489659478169 0.019064775754486618 0.022218106042828367 0.049658633589272583 0.01773538556881249 0.032138211758478974 0.011800478187865338 0.079291799484053516 0.0075052887841593465 0.038821091068484748 0.0054527058267836983 0.015197759463711158 0.05165397243837333 0.028339274885126997 0.017695608843613542 0.075488221542855061 0.095562701936614758 0.10474479328695452 0.082014046919084649 0.08709616332311032 0.083349447419550415 0.095742338737181854 0.63433870265522196 0.038263493245949465 0.055201469039502626 0.061220203650606098 0.086653109357939573 1.3192665705502964
leaf_count=40 16 40 24 10 17 41 9 17 47 22 6 35 58 91 26 56 63 30 29 36 35 30 37 28 223 25 22 42 44 1701
internal_value=-0.000127244 -0.00760564 -0.0212605 0.00805057 -0.00938239 -0.0346229 0.0158691 0.0366256 0.00757811 0.000878017 -0.0561458 -0.0024815 0.00544743 -0.00970837 0.00638258 0.0442348 -0.0469195 0.000125511 0.00916818 0.0176312 0.00654734 -0.00197376 0.0229438 0.0381876 -0.000197631 0.000711297 0.0364703 -0.000879113 0.000557269 0.00244063
internal_weight=3.32262 0.39371 0.210297 0.183414 0.182835 0.0914371 0.0913975 0.0691794 0.0370412 2.92891 0.0193058 0.164349 0.139465 0.100644 0.085446 0.033792 0.0248842 2.84962 0.536902 0.461413 0.356669 2.31272 0.261106 0.179092 2.22562 2.19494 0.093465 2.10148 2.04026 1.95361
internal_count=2900 580 201 379 161 65 96 79 62 2320 53 369 266 231 140 114 103 2298 195 165 129 2103 100 65 2073 2057 47 2010 1968 1924
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=5 3 5 5 16 16 17 5 12 18 7 16 15 15 13 10 13 13 19 13 16 0 3 13 7 13 6 16 13 7
split_gain=0.00274204 0.018151 0.0137318 0.0130814 0.0255341 0.0223214 0.0123103 0.0098261 0.00969139 0.0175292 0.00940181 0.0110952 0.00842207 0.0329428 0.0275178 0.0357442 0.047199 0.0360971 0.0145769 0.0254216 0.0149809 0.0228689 0.0166475 0.0163097 0.0163018 0.0162621 0.0267482 0.0162637 0.0145502 0.00880377
threshold=20.717225865800003 87.963661570150023 20.569643378550001 21.197160116700001 22.564947233300003 22.624947093000003 169.94681044690003 21.377246852200006 269.99091998845006 14.708525021850003 26.153845577000002 9.6249774926000011 35.194695975650014 34.279674133750014 115.02030419500001 66.318885161900013 112.82921081865001 111.42314721645 14.051133688400002 109.57886493895002 19.214955067100004 93.972365491700018 84.968719212850019 109.41218053485001 20.861721588400005 108.61908538635001 14.515339148550002 18.714956236300004 107.97116697695002 24.071745547300001
decision_type=2 2 2 2 2 2 2 2 2 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 8 4 -3 -6 -2 -5 12 -10 -11 -12 13 14 15 -1 17 18 19 20 21 23 25 24 -17 26 27 28 29 -23
right_child=1 3 -4 7 5 -7 -8 -9 9 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.053405154086015816 0.026659959812961681 0.01957413972015155 0.057292996951443645 0.033511818760433187 -0.089752725359275323 -0.012842342722013834 -0.090296076008325066 0.00032103986234524487 -0.10045076729589814 0.027236802475981422 0.0200962309173989 -0.069824438244463716 0.033761390978229548 -0.075370498957809895 0.056121508529121733 0.08807187788749693 0.089144655554859523 -0.085874040847405575 -0.061157033089896833 0.046482797332130232 -0.067913559472107407 0.024687343702436953 -0.064195565301086041 0.100177401232856 -0.10043335493304067 0.068035462381514089 -0.10040858557640012 0.067869043842998383 -0.10032133266424248 -0.006455081580496444
leaf_weight=0.11034796846075812 0.011811378194579336 0.090248485135816625 0.045141101217268331 0.095482982313796927 0.068759515648707747 0.083634692040504888 0.03780389844672527 1.3546919921741452 0.024837964339376017 0.04526430753642785 0.022903464139432117 0.034229543535673201 0.087614702916766762 0.053141653302418379 0.097154643452540657 0.0084860040078635901 0.064731387603387702 0.045638131130544934 0.03189236195612466 0.14157261943910271 0.030915191469830461 0.11938614200556685 0.040542791620623575 0.039112585771363229 0.0099864493174237623 0.035122962173772976 0.026383187701867428 0.035768605419434607 0.014585765970878128 0.3787694177861809
leaf_count=32 12 29 22 23 16 31 82 929 45 97 127 133 37 21 31 4 23 25 15 33 20 142 52 12 54 13 32 19 21 768
internal_value=-0.000117883 -0.00283673 0.00295133 -0.00108941 -0.02258 -0.0475439 -0.0624536 0.0025064 0.00131421 -0.0250868 -0.00680614 -0.0337771 0.00376407 0.00171644 0.00504588 0.000667082 0.0065003 0.000917025 0.00525771 0.00766294 0.000226694 0.00320147 -0.00214508 0.0636034 -0.0138365 0.00197891 -0.0020568 0.00267389 -0.00187409 0.0010084
internal_weight=3.28596 1.74243 1.54353 1.69282 0.242643 0.152394 0.0496153 1.45017 1.49839 0.127235 0.102397 0.057133 1.37115 1.28354 1.2304 1.13324 1.02289 0.958162 0.912524 0.880632 0.739059 0.708144 0.650559 0.057585 0.0184725 0.610016 0.574893 0.54851 0.512741 0.498156
internal_count=2900 1122 1778 1028 76 47 94 952 1756 402 357 260 1354 1317 1296 1265 1233 1210 1185 1170 1137 1117 1047 70 58 995 982 950 931 910
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=13 13 5 10 10 7 18 17 18 16 17 17 17 18 18 6 18 0 13 17 3 0 3 16 16 16 18 18 18 10
split_gain=0.00259834 0.0167192 0.024016 0.0173396 0.0104096 0.0451705 0.0119933 0.02123 0.0105628 0.0190295 0.0152388 0.0154287 0.0185868 0.0223098 0.0242726 0.0139564 0.0185832 0.0104883 0.0101765 0.00999774 0.00856285 0.0147319 0.0128334 0.00912515 0.00737855 0.00772116 0.00607449 0.0264128 0.0276795 0.0164219
threshold=117.38883580790001 117.47217800995001 22.120912517600004 62.106071271500007 62.057679025150001 23.282607548150004 13.601370067700001 201.18214207610001 13.3584252364 22.654947022900004 192.00356210945003 191.06791329340004 188.07781354100004 13.042786209850002 13.012604996900002 16.465384711100004 13.101381023200002 86.232294534150014 117.30011668960002 186.83097010915003 93.58791597905001 85.775256651950016 93.915907870950022 22.704946905950003 22.634947069650003 21.084950694200003 13.482409244300003 13.3584252364 13.340835220050002 62.837331883000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 -2 4 6 17 8 -8 10 -10 11 12 13 14 19 -14 -17 -6 26 20 -3 22 -22 24 25 -24 27 28 -1 -28
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 -12 -13 15 -15 -16 16 -18 -19 -20 -21 21 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0075097206335659125 -0.085987378508665016 0.052119422926929337 -0.0037281655694890365 0.051532995820837806 -0.017772314127371527 -0.096690755030927653 0.054012593545376165 -0.023747614748199183 -0.055025754788308762 0.012606491524390929 0.052865737962178951 -0.060914293391605145 0.063763662458443185 -0.074753206395298213 0.077813948249513806 0.041419355238977495 -0.045893850163804512 0.047281285764385617 0.039103940600339317 -0.064770370393935559 0.081751373738006117 -0.072687095258939863 -0.10004867661872603 0.0065698669216397443 -0.10053731711642469 0.084169302484185943 -0.041712098801717508 0.062933269285765481 -0.10214361110136688 0.00062562242400912083
leaf_weight=0.28200775858815541 0.057164084628311573 0.023789389990269916 0.093617620365535004 0.062989531316858804 0.049702567682390786 0.057588032531498357 0.1010302997292456 0.053810951824516451 0.095465740940028354 0.073735107349200746 0.055150001189247178 0.041493982033372845 0.069005843653030752 0.048047726018580761 0.034279153851571209 0.059030587985944294 0.041521921128264694 0.049431687803007662 0.071774223422977346 0.031577557473610796 0.017833627061918378 0.032137690697709331 0.0038161141870460824 0.082778782665627659 0.016910728918411166 0.0056345636439800728 0.097941843054506594 0.08042998234134302 0.025066707179149716 1.418325433458518
leaf_count=351 21 7 29 21 32 29 37 32 39 30 25 23 26 29 10 26 21 13 27 12 5 15 54 52 15 5 31 39 5 1839
internal_value=-0.000121774 -0.00367499 -0.0349141 0.000580935 -0.00249392 -0.0262526 0.00170372 0.0269891 -0.00364342 -0.0255527 0.00294097 -0.00248053 0.00271853 -0.0123706 -0.000321317 0.0291314 0.00536444 0.0146656 0.00214004 -0.0128093 -0.00383834 -0.0122048 0.00310355 -0.00974759 -0.0609869 0.00978344 0.000746462 0.0119202 -0.00144136 -0.00210914
internal_weight=3.23309 1.25754 0.150782 1.10676 1.04377 0.156722 0.88705 0.154841 0.732209 0.169201 0.563008 0.507858 0.466364 0.296805 0.248758 0.169558 0.100553 0.0991343 1.97555 0.214478 0.182901 0.159112 0.126974 0.10914 0.0263614 0.00945068 1.90377 0.387504 0.307074 1.51627
internal_count=2900 608 50 558 537 74 463 69 394 69 325 300 277 204 175 73 47 45 2292 165 153 146 131 126 74 59 2265 395 356 1870
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=18 8 13 5 9 12 8 15 0 7 8 19 16 6 5 17 5 6 9 17 0 10 15 13 7 17 5 15 0 16
split_gain=0.00376392 0.00344299 0.00579035 0.0073568 0.00832058 0.00471379 0.00613763 0.013214 0.014132 0.0194665 0.00682491 0.00869048 0.00676779 0.00722282 0.0225946 0.022067 0.0284852 0.018363 0.0315595 0.0138811 0.0137673 0.0162058 0.0123674 0.0372871 0.0281145 0.0173226 0.0181804 0.015877 0.0154895 0.0126951
threshold=11.051189286700001 10.341929261000002 119.04223755815001 32.00428233840001 187.70546222865002 58.770113158150004 8.8430989333000021 31.198916099800005 87.181320254150009 22.638073512250003 8.7431769115000026 14.351157895250003 22.764946765650006 16.455384477450004 22.782602051550004 199.30127897920002 23.524801812050004 16.565387047600002 189.78071820640002 193.63201810280003 86.162394622750014 61.923256118600001 40.128253618400009 117.54207792135001 23.195026784100005 195.44378352670003 22.553892743650003 39.466660082200001 86.530713386650021 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 2 5 4 -4 -2 10 -8 9 -9 12 -12 13 22 17 16 -16 18 -15 20 21 -18 23 27 28 -26 -27 -7 -24 -28
right_child=1 -3 3 -5 -6 6 7 8 -10 -11 11 -13 -14 14 15 -17 19 -19 -20 -21 -22 -23 24 -25 25 26 29 -29 -30 -31
leaf_value=-0.10053115382910541 0.049401693688442161 0.036781189589046727 0.029695340040451063 0.028344963919702981 -0.10030450563268201 0.00028412084975446629 -0.082084755441848983 0.021566217502670643 0.033551816478457362 -0.088866349859109572 -0.0070129782711377767 0.051310496462302735 0.033693495987492716 0.0063982529939694615 0.042677277035576583 0.098535815342750424 0.001519596292688933 0.0062346123514201851 -0.067456613229667645 -0.080055676047975241 0.10018695869686385 -0.10036552035634044 -0.085555130060886178 0.061454555818747814 0.040221613744323613 0.03871701792387533 -0.06761109010536856 0.067915551557751683 -0.016202944527863888 0.0015756779235975003
leaf_weight=0.0037291570467917748 0.019327288493515282 0.025238027887269143 0.0065438468972728306 0.011282871719117793 0.019882629259655005 1.6386122434522339 0.02791327181708414 0.030207641199922364 0.051548631687182933 0.033848079673646225 0.045129974918381666 0.058879771062493091 0.058143318645306752 0.089598718546426315 0.10195113970257808 0.02658311882930775 0.072225749575160147 0.11978716700190262 0.16333209978802188 0.036315456471410101 0.010531998705118895 0.019916611528870032 0.067195196770926446 0.11144217659602862 0.090092537734989264 0.044433298363159679 0.060542474721565043 0.035462611409911804 0.061844519746955484 0.047195379229378887
leaf_count=36 7 19 35 7 42 1918 35 14 16 29 22 23 24 31 32 8 164 29 66 26 2 77 54 32 27 38 37 11 15 24
internal_value=-0.000124936 -7.37557e-06 -0.000301217 -0.0392524 -0.0681133 0.000169249 -0.000137425 -0.0203334 -0.00542316 -0.0367881 0.000842048 0.0260039 -7.45494e-05 -0.000776495 -0.0101034 0.0120704 0.00253058 -0.0260189 -0.0412941 -0.0269176 -0.00812295 -0.0205029 0.00199215 0.00544529 -0.0146132 0.00546931 -0.0151057 0.00171679 -0.0523169 -0.0373033
internal_weight=3.18874 3.18501 3.15977 0.0377093 0.0264265 3.12206 3.10273 0.143518 0.115604 0.0640557 2.95922 0.10401 2.85521 2.79706 0.640242 0.267524 0.240941 0.372718 0.252931 0.13899 0.102674 0.0921424 2.15682 1.78552 0.371303 0.242264 0.152171 1.67407 0.12904 0.107738
internal_count=2900 2864 2845 84 77 2761 2754 94 59 43 2660 45 2615 2591 435 309 301 126 97 269 243 241 2156 1961 195 126 99 1929 69 61
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=0 10 17 17 8 0 7 18 9 9 9 6 9 9 18 3 9 9 16 19 14 12 9 9 7 18 15 9 10 5
split_gain=0.00247313 0.00709481 0.0120292 0.0119201 0.0167073 0.00950316 0.0122322 0.00740956 0.00936964 0.0193159 0.0123157 0.00672555 0.00663531 0.0126759 0.0115405 0.00598836 0.00950565 0.0114606 0.00585643 0.00499165 0.00558201 0.0145433 0.017963 0.0155878 0.027381 0.0165925 0.0143768 0.0177072 0.012913 0.0203138
threshold=85.716110573100011 61.917879202350001 189.27091549140002 188.54236693505001 8.2435668022500028 85.678472159250006 19.617375644250004 13.415872650200003 191.40721473735002 205.70977008025002 188.14427954665004 16.475384944750001 186.14781787895004 178.29644791375003 12.386025881750003 108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 14.651182102100002 202.65261526855002 121.97235442175001 191.07475275385002 182.75300319265003 22.620341628000002 12.903279561150002 31.385732506450001 194.81758439455004 66.697957758300021 17.671168838450004
decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 10 -10 12 -4 13 14 15 -1 -17 -18 -19 20 21 23 -23 -2 25 -25 28 -28 -26 -30
right_child=19 2 11 -5 -6 -7 -8 -9 9 -11 -12 -13 -14 -15 -16 16 17 18 -20 -21 -22 22 -24 24 26 -27 27 -29 29 -31
leaf_value=0.031562767637891474 -0.064564772729546541 0.070535006967887809 -0.028759021878096314 0.088024137206192662 -0.1003353863755139 0.090066563902251193 -0.073616470737591158 0.056597807699811015 -0.081356597781679973 0.017273293289086413 0.093296302328370967 -0.10052910977837898 -0.067650626700844638 0.06556141272475402 -0.10039495897457006 -0.10045436897216176 0.074564975496806324 -0.10017617897439804 0.080357323537740694 0.024889121466293292 -0.0030824470857331032 -0.017318749634293001 0.048680506359696139 0.0044216527761252724 0.050004393354779179 0.072714158046540148 0.0023725827702803788 -0.065883602221004409 0.010831627753103732 -0.046884447337399132
leaf_weight=0.038504371866083242 0.03580908913987535 0.0096297209502154146 0.026707341543978913 0.012547475625012794 0.017580997842102875 0.012257613559995661 0.015144403050412869 0.022455920043668698 0.039078121129023202 0.040367806965491582 0.0163316577736623 0.025546156829207689 0.012655486527364701 0.029209810541942716 0.01228883602609443 0.011432743469640627 0.012885482783531188 0.0089234804485514019 0.0022499265032820412 0.084026308148167916 1.7965300066027907 0.057433016269044401 0.14624692824872909 0.064980000141076744 0.050795100134564564 0.078623350389534608 0.072631534480024129 0.07972756003800896 0.23212358903094099 0.082710273520774535
leaf_count=63 43 8 40 8 56 5 68 20 25 35 7 26 7 13 63 20 8 106 2 32 1856 21 50 16 17 25 18 27 163 52
internal_value=-0.000129739 -0.00785965 -0.0278642 0.000131634 -0.020062 0.0180482 -0.0175847 0.00183587 -0.00365577 -0.0312411 0.0115125 -0.0638466 0.00108987 0.0086222 -0.0106533 0.00425049 -0.0253802 0.0102949 -0.0638232 0.000886779 0.000139144 0.00656219 0.0300702 -0.000303472 0.00317472 0.041812 -0.00753683 -0.033345 0.00321755 -0.00433101
internal_weight=3.14743 0.365797 0.119414 0.0671602 0.0546127 0.0370317 0.0247741 0.246384 0.223928 0.0794459 0.144482 0.0522535 0.12815 0.115495 0.0862848 0.073996 0.0354916 0.0240589 0.0111734 2.78164 2.69761 0.90108 0.20368 0.6974 0.661591 0.143603 0.517988 0.152359 0.365629 0.314834
internal_count=2900 580 211 145 137 81 76 369 349 60 289 66 282 275 262 199 136 116 108 2320 2288 432 71 361 318 41 277 45 232 215
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=13 13 17 18 19 10 18 0 8 5 7 5 0 17 6 7 7 0 6 10 6 10 5 13 6 17 16 14 18 16
split_gain=0.00229121 0.00900266 0.00885711 0.00644731 0.00577815 0.00554156 0.00563954 0.00939046 0.00651051 0.00658464 0.0103247 0.00648064 0.0055753 0.00541097 0.00459089 0.0129731 0.0126221 0.00893191 0.00666723 0.00898498 0.0062928 0.00668474 0.0117343 0.00843912 0.0126466 0.0118689 0.00770992 0.0172096 0.0122284 0.0212692
threshold=95.870416931800023 92.692659421600013 172.46189488870002 17.327266398450003 11.750948102400001 82.204984254750016 17.383654746850002 118.45077676945002 2.0484014478500003 2.5966915737500007 23.875242364300004 4.9081858001500009 94.109476856350014 211.47438991805004 10.715250360100002 24.052187734100006 21.725272673150005 91.625341543800019 5.3251244207000008 70.343506983200015 11.260263094250002 78.962703749400006 13.264960807550002 101.53768667075001 13.075305502400001 204.75389752000004 14.994964935250001 314.01641298495002 15.312071772700003 15.689963310050002
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 12 8 -8 9 -7 -11 -9 -1 -5 15 16 17 -2 19 -18 -16 23 -23 -22 25 -25 27 -26 -28 -30
right_child=3 2 -4 13 -6 6 7 11 -10 10 -12 -13 -14 -15 20 -17 18 -19 -20 -21 21 22 -24 24 26 -27 28 -29 29 -31
leaf_value=0.02923408272071918 0.0023313489493077678 0.041852558263227549 -0.10012651964698249 0.089966803208914439 0.037009585042368849 0.06614011097583701 -0.10013359200237866 -0.100048577430769 0.087626005832429493 0.04822849029998659 -0.10011957729951436 0.068871007697279843 -0.10012630785158153 0.012049300982596423 0.041766901618257045 -0.10013291264519156 0.10011929736059635 -0.10030150832656724 0.066747003554271739 -0.10012472094533958 0.035035634116255522 0.017714489235643987 -0.10017051377277189 -0.10023471886236426 -0.067698447708801235 0.0047129279230840636 -0.00015618687208397071 0.052514392019129198 0.080943549934196612 -0.0013753582085083594
leaf_weight=0.0045565182890076042 0.017771997392629468 0.0057118490511740552 0.019041363769488839 0.014299988863058277 0.029771716751938015 0.0092831476026447035 0.012322527681860151 0.0030739572291729198 0.010997955530243075 0.0082160513080964392 0.010936450078283144 0.0086971840263103672 0.012394438206854375 0.023657185902493438 0.036674376902738337 0.017336997786628672 0.0034376946277916431 0.016217228940661244 0.024824223943937795 0.0064357640073282596 0.069442331091381315 0.016105103883091831 0.017750276113567054 0.024280264047775169 0.043578875406726225 0.019375400492151584 2.4798271026773189 0.016386942009390282 0.051896745349949813 0.079421323102224051
leaf_count=15 15 23 121 15 97 17 164 147 24 14 61 25 65 39 28 71 1 35 21 72 90 10 62 55 76 29 1359 19 27 103
internal_value=-0.000123885 -0.0128658 -0.0673646 0.000453612 -0.000629793 -0.0145539 -0.000999096 -0.0391165 0.0222904 -0.00297924 -0.0364811 0.0247588 -0.0653535 0.0414039 -7.49449e-05 -0.022836 -0.00332577 -0.0466377 0.0391018 -0.0304047 0.00061093 7.5325e-05 -0.0440923 0.000612393 -0.000268135 -0.0536565 0.000604425 -0.0348477 0.0014186 0.031157
internal_weight=3.11372 0.135003 0.0247532 2.97872 0.11025 0.0804782 0.0635273 0.0240937 0.0394336 0.0284356 0.0191525 0.0117711 0.016951 0.0379572 2.94076 0.0860239 0.0686869 0.0339892 0.0346977 0.00987346 2.85474 2.81806 0.0338554 2.78421 2.71477 0.0436557 2.67111 0.0599658 2.61115 0.131318
internal_count=2900 773 144 2127 629 532 452 336 116 92 75 172 80 54 2073 215 144 50 94 73 1858 1830 72 1758 1668 84 1584 95 1489 130
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=9 10 10 5 0 18 7 15 15 7 5 10 5 12 2 17 7 7 9 9 15 9 17 15 9 17 17 7 9 9
split_gain=0.00254686 0.00751186 0.0231845 0.0178564 0.0144732 0.0211314 0.0124607 0.0120882 0.0138297 0.0147113 0.0134618 0.00688351 0.0158747 0.00668341 0.00617819 0.00773936 0.00580857 0.0163673 0.015436 0.0174268 0.015535 0.0142236 0.0308787 0.0281068 0.0271298 0.0170849 0.0166779 0.0170645 0.0150126 0.0222921
threshold=207.37918994975004 62.55235532115001 63.910026677050006 30.133297129900004 87.181320254150009 13.954623666350001 24.292705381350004 34.279674133750014 29.712811603950005 24.701534972700003 21.495293572000005 67.171126389250006 18.613387752550004 281.66997808940005 357.36576196840008 207.18249964335004 23.124786352450005 23.147601011700004 195.97407267990005 197.58039077460003 35.194695975650014 190.58777288605003 190.94194574995001 41.657300687350009 195.29234479735001 185.26837593205002 188.73286619890004 22.913946662950003 195.51131808980003 198.78883073475004
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -6 -2 8 9 -7 -9 -10 -13 -11 16 -16 21 -18 -19 20 -20 26 23 28 -24 -25 27 -1 -23 -30
right_child=1 2 4 -5 5 7 -8 10 11 13 -12 12 -14 -15 15 -17 17 18 19 -21 -22 22 24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015080971769859336 -0.10053126195697713 0.067118102690995038 -0.10052521581520205 0.04120666603946347 0.088506855505335894 -0.10032756506713081 -0.017239589264429044 -0.087099554181950367 0.06716034500469828 -0.0019182339455611234 0.022244446533100731 0.066131703267957309 -0.041505908342617345 -0.083007917133335732 -0.084960913018723813 0.041207250014780358 0.0722608567985734 -0.012073069942813886 0.0022246660847521789 0.0051323443209384569 0.067010674805729739 -0.0097664382757925768 -0.015098449021954145 0.011663547354421173 -0.09617562167545668 -0.10078681185305279 0.028382510593346361 -0.10071364296083303 0.077874528521934758 -0.0049624711526910885
leaf_weight=0.40107285077976651 0.03432774573025188 0.044747920219379012 0.01660218825912807 0.024957215529866517 0.022578422474907711 0.019905440770571659 0.037673065442504594 0.037958634307869943 0.031386001923237927 0.12741376903984225 0.016007490354862597 0.025584010448881145 0.029501856197384768 0.01104514500994469 0.017241572478681522 0.0067713204003325691 0.036015117573697242 0.42214189738919561 0.061008820923092122 0.86614875073388387 0.094102275896148058 0.11369540081068408 0.091480573183387648 0.021118258756402053 0.075196308419862135 0.037508016265448418 0.21649076938328449 0.018122302816571789 0.070882957963476656 0.05997244338868768
leaf_count=581 42 25 29 12 9 23 25 45 18 252 23 27 23 63 57 17 12 754 32 446 23 37 33 16 34 38 144 16 15 29
internal_value=-0.000125002 -0.00682187 -0.000523347 -0.0316846 -0.00947887 -0.00477551 -0.0569505 -0.0118242 -0.00238119 -0.0199433 -0.0546658 0.029782 0.00848517 -0.00838692 0.00110629 -0.0493831 0.00157532 0.00567311 0.00401164 0.0106603 0.0415288 -0.00390829 -0.0171017 0.00190637 -0.0516764 -0.0602801 0.00584334 -0.00579687 0.0168144 0.0399094
internal_weight=3.08866 0.479689 0.382731 0.096958 0.337983 0.321381 0.0720008 0.298802 0.244836 0.158364 0.0539661 0.0864719 0.0550859 0.138459 2.60897 0.0240129 2.58496 1.47942 1.4434 1.02126 0.155111 1.10554 0.469854 0.303177 0.166677 0.0586263 0.635686 0.419195 0.244551 0.130855
internal_count=2900 616 537 79 512 483 67 474 406 338 68 68 50 315 2284 74 2210 1267 1255 501 55 943 202 135 67 54 741 597 81 44
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=8 14 12 6 19 7 8 6 16 6 5 17 5 9 13 6 17 15 13 7 2 0 18 7 7 16 16 6 8 13
split_gain=0.00249103 0.00783913 0.0134415 0.0146785 0.0155973 0.00975525 0.00478302 0.00723019 0.00515099 0.00690829 0.0189711 0.0197726 0.0247573 0.0159212 0.0158219 0.0178321 0.015194 0.00955895 0.030567 0.0232066 0.0160976 0.0147641 0.0130667 0.0329706 0.020127 0.019447 0.0278684 0.0252047 0.018715 0.0196434
threshold=8.8430989333000021 168.39662374755002 113.21840097485001 18.080422446150003 14.351157895250003 21.725272673150005 8.7431769115000026 16.475384944750001 22.764946765650006 16.455384477450004 22.782602051550004 199.30127897920002 23.803605515150004 197.58039077460003 117.61735474900001 16.515385879350003 193.63201810280003 40.128253618400009 117.54207792135001 23.195026784100005 163.32842070695003 86.530713386650021 13.482409244300003 22.765858321950002 22.620341628000002 22.494947397000004 22.584947186600004 16.335381673600001 8.2435668022500028 117.07428620665002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 -4 -5 8 -8 9 17 13 12 -12 14 15 -11 -14 18 22 21 -21 -19 23 24 28 27 -27 -24 29 -1
right_child=1 2 3 5 -6 -7 7 -9 -10 10 11 -13 16 -15 -16 -17 -18 19 -20 20 -22 -23 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.013797203129751252 0.014186062122437221 -0.10057614346623792 0.020954400637248568 -0.024364011184162208 -0.082233223631941715 0.08329486475669079 -0.0010335504199864684 0.053092434469133025 0.030138879621405275 -0.033362861043006301 0.033087874491229172 0.098174106835059519 -0.01215142664582558 -0.066336639027617064 -0.048529052303742444 0.028552460864147918 -0.10051363112918035 -0.083723789662078552 0.057408190652283156 0.069680722062739245 -0.0054031257677313628 -0.01344008406409156 -0.0011496843627165937 0.065356661430739524 -0.058532779969632381 -0.09196481882725549 -0.0012366687920396706 0.079498923391040505 0.078652522784077944 -0.10074459011781359
leaf_weight=0.087600680582023194 0.074412365594468954 0.020634931394170053 0.024323314705469556 0.014076388943067286 0.036828040591842637 0.020933046064101291 0.058031844338984118 0.0429417516961621 0.054936273358180077 0.081018879988619008 0.12034836490056477 0.023474214035189789 0.083707810911773262 0.074031637834877984 0.090914161468390375 0.10922995555048942 0.025354031985905578 0.060310264717779449 0.10455892411118828 0.033258574054343626 0.20186434976917056 0.059251434402540326 1.1537624342623489 0.1059126623957809 0.05025785995167098 0.056641982053406426 0.08415668356246897 0.040098197363022225 0.03493207880819682 0.018058865505736321
leaf_count=131 41 15 23 18 30 31 30 19 25 29 39 8 306 36 29 32 24 54 33 5 121 15 1686 29 12 15 32 12 13 7
internal_value=-0.000131187 -0.0111811 -0.0273429 -0.0116279 -0.0411897 0.040008 0.000608948 0.021985 -0.000174881 -0.000791956 -0.0101733 0.01076 0.00181542 -0.025077 -0.0142132 0.00218536 -0.0326933 0.00193666 0.00499307 -0.0130227 0.00521762 -0.0488932 0.00163375 0.0206131 -0.00421759 -0.00258631 -0.0377358 0.00155906 0.0151987 -0.00577978
internal_weight=3.04586 0.191208 0.116796 0.0961608 0.0611514 0.0350094 2.85465 0.100974 2.75368 2.69874 0.608079 0.252884 0.22941 0.355195 0.281163 0.190249 0.109062 2.09066 1.73598 0.354685 0.235123 0.119562 1.63142 0.296762 0.190849 1.33466 0.140799 1.19386 0.140592 0.10566
internal_count=2900 158 117 102 53 49 2742 49 2693 2668 503 377 369 126 90 61 330 2165 1970 195 126 69 1937 192 163 1745 47 1698 151 138
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=0 0 12 6 4 2 6 8 6 5 10 16 16 5 6 13 17 15 7 3 14 3 9 18 17 9 7 16 13 15
split_gain=0.00240976 0.00671348 0.0066175 0.014252 0.00722224 0.0177579 0.0147578 0.0215356 0.0123948 0.00996603 0.00841388 0.00820438 0.00636405 0.014393 0.0109322 0.00591594 0.0138874 0.00720599 0.00554084 0.0047823 0.00936227 0.00780543 0.0159055 0.00741266 0.0235919 0.0182875 0.0128528 0.0236803 0.0135053 0.0150496
threshold=85.716110573100011 85.694602908050015 58.770113158150004 22.585527707250005 195.32149859550003 125.31286365695001 16.575387281250006 8.543332867800002 16.505385645700006 36.806659819600007 61.960894532450006 22.824946625350005 22.634947069650003 30.690160697650004 16.665389384150004 117.66037007905001 187.73134645290003 25.009439836150005 21.006964680100005 93.770731131900007 185.55247316590001 93.58791597905001 191.62448690950001 13.278511569200001 184.59783591905003 195.07922778810004 23.195026784100005 22.554947256700004 117.07428620665002 31.385732506450001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -8 15 11 -4 12 13 14 -10 16 17 -7 -9 21 -21 23 -23 24 -2 -26 27 28 29 -25
right_child=19 -3 3 -5 5 8 7 18 9 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.072720909019456756 -0.026858321874191682 -0.079614826996269789 -0.1005670617983761 0.094801533477081118 0.077721837213211339 -0.0035558992989262548 0.077548856641676614 0.00066892478447138845 0.058421264073783841 0.057267987335173 -0.021361666276267108 0.0085827140206751612 -0.089651631945674964 -0.1003647611527264 -0.10008571333069181 0.0809852481094087 -0.10013219085081376 0.090011073113344719 -0.1002493003265716 0.048086632850572117 -0.0042167743116258522 -0.072148613830545105 0.011048117316423982 0.0093407631349590303 0.049586649541120326 -0.0094689186799598226 0.0025239379800140959 -0.05844559206595306 0.064890858193732651 -0.039648558842293326
leaf_weight=0.013937189796706995 0.097983156144750949 0.012624703358596889 0.029340445647903834 0.014420175604755059 0.028115715841522615 0.017821131035141491 0.024316961930394676 0.0093033161793982799 0.018105993996755387 0.012317378688301517 0.024704425180114065 0.027307462595956622 0.03134646477626335 0.016877248258208688 0.0057277062989040664 0.016058021303251735 0.0090482581925233063 0.015295233279886133 0.01310289669348208 0.061461400007828959 0.077222832379902684 0.043986732308894605 0.04811523817930663 0.16119636612231181 0.16852225592447212 0.076121853757058489 1.6924313369593829 0.10407908158231294 0.026719799984221027 0.10263420242858956
leaf_count=6 49 12 20 6 20 45 81 23 27 21 32 29 29 53 75 11 51 16 23 16 31 29 41 253 56 26 1753 32 6 28
internal_value=-0.000129218 -0.00805962 -0.00529828 -0.0022981 -0.00698433 0.00410639 -0.0287789 0.0123797 -0.00807543 -0.027577 -0.0643615 -0.0380945 -0.0557837 -0.0297062 0.0203289 0.0293324 0.0096609 0.0396593 -0.0583469 0.000883579 0.0189628 -0.000110676 -0.0286856 0.00097251 0.0146048 0.0312113 -0.00126546 -0.0175169 -0.00285572 -0.00971685
internal_weight=3.00024 0.339771 0.327146 0.313209 0.298789 0.198021 0.100768 0.0467232 0.169905 0.111682 0.0540449 0.0993649 0.0720574 0.0407109 0.0238337 0.0582226 0.0421646 0.0331164 0.0224062 2.66047 0.138684 2.52179 0.092102 2.42969 0.342627 0.244644 2.08706 0.394629 0.29055 0.263831
internal_count=2900 580 568 562 556 377 179 127 357 234 52 213 184 155 102 123 112 61 46 2320 47 2273 70 2203 131 82 2072 319 287 281
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=9 9 10 18 16 16 13 13 0 12 14 10 5 15 6 17 6 7 15 5 15 12 17 0 16 9 17 9 13 6
split_gain=0.00210932 0.0128198 0.0169152 0.0340508 0.0100081 0.00771331 0.00785927 0.00895349 0.00871754 0.00713348 0.0240112 0.0144351 0.0217368 0.024095 0.0229732 0.0164916 0.0246174 0.0254769 0.0186142 0.015972 0.0165533 0.014014 0.011956 0.0117077 0.0101372 0.00900575 0.0350099 0.022828 0.0157341 0.0144169
threshold=193.06224578400005 191.40721473735002 62.009286778800011 13.451704604950001 22.744946812400002 22.674946976100003 117.67112391160002 117.64961624655002 85.40693788805001 148.24135922650004 223.45180875365003 61.907125369850007 19.998562110200005 31.506101402100004 16.385382841850003 201.78545703200004 14.835346625500001 25.067667658500003 24.673905035600004 17.021905087450005 26.744537432900007 103.44931853055 189.27091549140002 97.152811460000024 19.559954260300003 199.21354841250005 193.52305340940003 197.89372115420002 117.56896250265002 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 4 -3 -4 5 6 7 -1 -8 11 -11 -2 13 15 -14 16 17 18 23 20 -17 -20 -16 -13 -18 26 27 28 -12 -27
right_child=9 2 3 -5 -6 -7 8 -9 -10 10 25 12 14 -15 22 19 24 -19 21 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=0.00013560296219168122 -0.043611313936447682 -0.087065523139171444 0.05940220747676786 -0.055953799235551029 0.05042915406967579 -0.04501179129049563 -0.012603886972278986 -0.078955023543385863 0.095587147950260437 -0.072449841461408968 -0.074638177476479411 0.051747829000352644 0.097745966196528727 -0.049434000026183242 0.052213523881495111 -0.055765922846744531 0.023272851487913755 0.061944270175149599 -0.10062487463580826 -0.086595236474795237 0.096596331504280722 -0.0070876210255921366 -0.0056986308131834248 -0.024821504798835332 0.073868918786199084 -0.00041166119886477395 0.041065327589126684 0.036901923154318082 0.0070652358589555391 -0.038395893514513842
leaf_weight=0.74158930621333741 0.047668733135651453 0.039542123994937839 0.04220138521488348 0.065002900514485873 0.038815064384834841 0.038873792803514107 0.01280886631992928 0.01459509097139744 0.017792945131077431 0.047678512752781788 0.071945538664083264 0.034920004080049694 0.052857234696602973 0.07677651007361419 0.065401729612631243 0.014939535919722857 0.077708163764327765 0.044821071650713584 0.040081951987758657 0.031105562730004976 0.013641941623063758 0.0266787219741218 0.07836250609398121 0.046641553474728425 0.080746592066134326 0.70969122733093748 0.19824461637526092 0.045176736948604912 0.035054228366917073 0.11629705277175617
leaf_count=1322 33 18 21 38 19 27 64 8 8 20 50 8 15 36 42 44 26 82 32 29 5 19 32 36 19 623 96 18 24 86
internal_value=-0.000126558 -0.00383485 -0.031163 -0.0105435 0.000804156 -0.00152876 0.000619662 -0.00139092 0.0503021 0.00179014 -0.00288044 0.00959677 0.0133012 0.00199203 0.0413733 0.011592 0.0198424 -0.0041244 -0.0240895 -0.0370089 0.0169566 -0.0632458 0.020647 0.00796111 0.049056 -6.08721e-05 0.0133721 -0.0227046 -0.0478713 -0.00575974
internal_weight=2.96766 1.01122 0.146746 0.107204 0.864475 0.82566 0.786786 0.756184 0.0306018 1.95644 1.22409 0.732352 0.684683 0.488062 0.196621 0.411285 0.351598 0.193143 0.148322 0.059687 0.0285815 0.0667607 0.143764 0.0815616 0.158455 1.17641 0.350421 0.152177 0.107 0.825988
internal_count=2900 1525 77 59 1448 1429 1402 1330 72 1375 917 458 425 336 89 300 222 177 95 78 49 51 74 44 45 897 188 92 74 709
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=15 7 17 15 15 4 15 10 5 10 16 4 12 19 13 13 15 10 5 17 18 6 9 6 17 13 16 5 16 6
split_gain=0.00205882 0.015577 0.00897778 0.00619636 0.00465162 0.0100252 0.00489366 0.0121577 0.0214461 0.0104239 0.00652006 0.0154764 0.0174136 0.00744166 0.00731012 0.0140548 0.0112734 0.0109613 0.0116543 0.00700975 0.00706267 0.00633234 0.0245569 0.0260266 0.0241847 0.0181072 0.0224571 0.0208532 0.0207697 0.0141043
threshold=46.574831689400007 23.539316666200005 198.29010168345002 46.422062705750008 45.169600924000008 310.49012963040008 42.80317728375001 61.917879202350001 23.606333875400001 62.079186690200011 22.674946976100003 254.49455531690003 149.11894257355002 14.651182102100002 117.62810858150002 117.60660091645001 42.133814420300006 61.917879202350001 22.782602051550004 187.45953903175004 12.0350872083 16.405383309150004 197.58039077460003 16.605387982250004 193.01551328760004 115.25151159420001 22.554947256700004 30.690160697650004 22.614947116400003 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=3 -2 -3 4 6 -6 10 -8 9 -9 13 12 19 14 15 16 21 18 -16 20 -12 29 25 24 -24 -23 27 -27 -28 -1
right_child=1 2 -4 -5 5 -7 7 8 -10 -11 11 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0012082349339710922 -0.077654449350011201 0.060684735176492755 -0.025410419247996665 0.047621671028160395 -0.067232809906967936 0.014132396844714019 0.055380475538867505 0.06436606937764934 -0.064593243092901931 -0.0044473005084851918 0.0015665401993253305 0.038246006182993578 -0.09582417116483917 0.036942704897912057 -0.04596477702285013 -0.070556532425664606 -0.054333224666765836 0.042536787351570599 0.044085516490486101 0.018528144101664572 -0.067480775501744528 -0.070452347397813614 -0.013186592757175873 0.010203157741871732 -0.10108835433190089 0.090213943229360272 -0.052771807843488283 -0.012390951089875276 0.022849283937512569 0.022645676899195142
leaf_weight=1.3481829355399728 0.026778066931155364 0.024081760417175246 0.024367469528840502 0.027420032371082814 0.03104943267942406 0.029559580987552181 0.055387627780873916 0.039239151767105795 0.037202692955361272 0.050144686215739753 0.027531919730790722 0.036485836580766318 0.035028981668119741 0.055285295029989245 0.038085913809481897 0.029208458932998727 0.038527301080193754 0.09285561578690249 0.02308230636877795 0.040004964284889866 0.032070036952063674 0.025529926459517571 0.054505841480931849 0.076024547188239922 0.073517591851896213 0.062031286510489281 0.057525032754938366 0.029100093618183109 0.098528390342835337 0.30371523686877466
leaf_count=1853 87 18 27 11 28 16 25 18 23 33 14 30 15 23 14 12 14 26 66 16 29 121 16 55 31 42 22 45 35 135
internal_value=-0.000117596 -0.0164465 0.0173833 0.000313895 -0.000146194 -0.0275502 0.000455854 0.0163046 -0.000792984 0.0257615 -0.000663374 -0.0195238 -0.0351792 0.0006782 -0.000174794 -0.00165162 -0.000722944 0.0208848 -0.0119836 -0.0138521 -0.0355858 0.000247365 -0.00990505 -0.0361426 -0.0636643 0.00972617 0.0180072 0.0574501 -0.00502646 0.00317751
internal_weight=2.92206 0.0752273 0.0484492 2.84683 2.81941 0.060609 2.7588 0.181974 0.126587 0.0893838 2.57683 0.171122 0.134636 2.40571 2.35042 2.1964 2.16719 0.154024 0.0611682 0.0996069 0.059602 2.12866 0.476763 0.204048 0.128023 0.272715 0.247185 0.0911314 0.156053 1.6519
internal_count=2900 132 45 2768 2757 44 2713 99 74 51 2614 104 74 2510 2487 2381 2369 106 80 59 43 2355 367 102 47 265 144 87 57 1988
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=0 3 5 5 7 9 18 18 18 18 12 18 7 8 7 10 8 0 0 14 9 9 2 5 6 6 18 9 3 16
split_gain=0.00221114 0.0159295 0.00946524 0.0146675 0.0247944 0.00956287 0.0259118 0.018234 0.0192149 0.0207429 0.0191385 0.020524 0.0161028 0.0150028 0.0169052 0.0137312 0.0194483 0.0150082 0.0147739 0.0134058 0.0115889 0.0104797 0.00887872 0.00861666 0.00824288 0.020571 0.0208565 0.0199538 0.0147214 0.0143365
threshold=86.530713386650021 93.017962855400015 20.206488238950005 21.446355970350002 22.296968840150004 201.78065190905002 13.583580954200002 13.512826932300003 13.24392582145 13.1493823129 172.01106897260004 13.3584252364 22.969987962250006 9.5425530862500008 23.789355599150003 61.987779113750001 8.543332867800002 85.775256651950016 85.737618238150006 237.39224498945003 190.77452831370002 188.78154115175002 91.18717909130001 22.504913082700003 16.455384477450004 16.335381673600001 13.809421053700001 201.78065190905002 92.359290613450014 22.634947069650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 -1 4 -4 6 7 8 9 12 -10 -12 15 14 -7 17 19 18 20 23 21 -5 -6 -17 25 28 -27 -26 29 -2
right_child=1 -3 3 5 22 13 -8 -9 10 -11 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.048624303110832205 -0.0014687096261340553 0.073008827660630063 0.031662818475891162 -0.0038564577907555849 -0.030370438263566064 -0.088969103516849599 0.068723514468086527 -0.0733356909291627 0.08422681739604565 -0.066314815374891298 0.05789846748869916 -0.038560667032338437 -0.10075399492396611 0.021289149457230677 -0.00055574453878246596 0.012081412964454735 0.099930024374701207 -0.077921417785735109 0.10018013020877269 0.074573096167606059 -0.072004108348223003 0.098636750904856241 -0.084924643598470378 -0.079289197926887711 -0.04988450862378345 0.068281534126220386 -0.0043995926278841474 0.018586916451042691 -0.063276613280246877 0.042349835056386155
leaf_weight=0.032689579698243043 1.4973037183256988 0.030883765153703169 0.04318247191739033 0.1103556783022519 0.061689220427069813 0.047393458576294734 0.058442456244970131 0.03309160012560497 0.050128795518048719 0.053712310759436832 0.041720065638884307 0.046806170620450338 0.014698096064932997 0.047374632984428899 0.039777622864448858 0.024210253130377168 0.032786917810343486 0.027086361923238655 0.014139019651338458 0.018843754328859319 0.023004931707491849 0.010967464353598189 0.057770509618876531 0.017990738842328824 0.098149209236879531 0.091059850732562952 0.069704262110462878 0.075146410809793451 0.036787985381437127 0.078585742645372991
leaf_count=18 1877 10 23 283 23 56 35 21 22 41 26 33 14 52 32 12 14 16 3 30 19 5 26 39 33 19 29 36 11 42
internal_value=-0.000122165 0.00175342 -0.00420781 -0.0061812 -0.0332779 3.8865e-06 0.00559334 -0.00150807 0.00337812 -0.00917077 0.0348551 0.00689796 0.00126621 -0.0240074 -0.0486246 0.00663336 0.0378087 -0.00913158 0.00262649 0.00444362 -0.0069303 0.0054088 -0.0567528 -0.0268709 0.000623002 0.0026571 0.0367684 -0.0201932 -0.000743379 0.000716414
internal_weight=2.88548 1.97762 0.907862 0.875173 0.162642 0.71253 0.577985 0.519542 0.486451 0.347796 0.138655 0.0885262 0.294083 0.134546 0.0871711 0.279385 0.0938317 0.185553 0.158467 0.0610447 0.144328 0.121323 0.11946 0.042201 1.94674 1.77344 0.160764 0.173296 1.61268 1.57589
internal_count=2900 2057 843 825 72 753 613 578 557 476 81 59 435 140 88 421 95 326 310 81 307 288 49 51 2047 1978 48 69 1930 1919
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=9 19 17 19 10 6 18 16 16 17 6 9 10 17 2 7 2 2 8 19 15 10 9 10 10 0 0 0 0 15
split_gain=0.00218995 0.00949572 0.0155777 0.0185849 0.0130859 0.0125904 0.0329866 0.0200639 0.0196461 0.0148684 0.0126428 0.0145244 0.0201474 0.0184229 0.0244493 0.0248145 0.0145559 0.0115275 0.0103966 0.014851 0.0103867 0.00893789 0.0204561 0.0129047 0.0101812 0.0104655 0.0109662 0.0103534 0.0145769 0.00833702
threshold=195.97407267990005 14.451165964200003 188.16174763880002 14.551174033150001 62.057679025150001 16.435384010100005 13.340835220050002 20.784951395750003 20.719951547750004 188.94422143290004 16.265380038000004 188.14427954665004 68.579878449600017 177.83257937300002 73.935594769650024 24.005763052250003 187.77144079505004 107.21413536925002 4.9461400813500012 13.051052998800001 38.567335632300008 62.00390986255001 188.53841931785004 61.987779113750001 61.966271448700006 86.135510041400025 85.775256651950016 85.716110573100011 85.253695774650012 20.742056627150003
decision_type=2 2 2 2 2 2 2 2 2 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 17 -5 7 21 8 10 20 11 18 -13 -14 -15 -16 -17 -4 -1 -20 -9 23 -23 24 25 26 27 28 29 -7
right_child=-2 2 3 4 -6 6 -8 9 -10 -11 -12 12 13 14 15 16 -18 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0044309744262275115 0.0023653138409455441 -0.040673973633660113 0.092101547542479067 0.020680306610443427 -0.051016544585630846 -0.10041958032778371 -0.10070185134161243 0.038323773616085757 -0.1016549701390044 0.062194730571313597 0.090106473031746154 -0.07967530391076548 0.077255891423410106 -0.10095071635100612 0.06164270715678874 -0.1003934625314814 0.029314649751902851 0.024648149081749674 -0.012814965102824103 0.083747065422895339 -0.031262417577957911 -0.082714267154622115 0.016277989008307344 0.086854661005287159 -0.10061491118665072 0.067654523691254673 -0.10035754792092691 0.10016477176089872 -0.10039912704458563 0.016483626627861778
leaf_weight=0.25194458680138454 1.5831082928548612 0.043800681932225416 0.04711165175831411 0.077967512840615427 0.037798158343868238 0.0066417993874501305 0.048126719726539591 0.040815582338836975 0.022262911661528051 0.077247466289364297 0.013413460836432023 0.057504204167344142 0.020992432262715965 0.030441865690136183 0.038362190185580403 0.023637226752214247 0.013646752823547104 0.054811767309274728 0.028802316835907504 0.035630464368296089 0.045209663128886746 0.045053107847962792 0.038897055765761746 0.01659624326617859 0.010589019323901994 0.020191428251564503 0.012120477884309366 0.0094128875061869621 0.014972583036364284 0.074838203768496925
leaf_count=862 1221 22 16 38 22 47 29 15 4 26 9 18 24 20 11 40 22 37 64 19 27 34 25 13 11 5 8 2 15 194
internal_value=-0.000110048 -0.00322304 0.0137389 0.0246872 -0.00272913 -0.0076702 -0.0249055 -0.000345771 -0.0096848 0.0303494 -0.0057042 -0.00826957 -0.0305617 -0.00833773 -0.0252748 0.00517906 -0.0529175 0.0558269 0.00473639 0.0405825 0.00175348 -0.0102739 -0.0368477 0.00321688 -0.00611368 0.00112829 -0.0102566 5.89783e-05 -0.00971043 0.00695432
internal_weight=2.84195 1.25884 0.26149 0.217689 0.115766 0.997351 0.29744 0.699911 0.536638 0.163273 0.514376 0.500962 0.184585 0.12708 0.106088 0.0756462 0.037284 0.101923 0.316377 0.0644328 0.0860252 0.249313 0.0839502 0.165363 0.148766 0.138177 0.117986 0.105865 0.0964526 0.08148
internal_count=2900 1679 135 113 60 1544 383 1161 1093 68 1089 1080 135 117 93 73 62 53 945 83 42 354 59 295 282 271 266 258 256 241
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=9 9 14 0 0 13 7 7 9 9 18 10 7 7 15 15 15 9 17 9 15 19 12 4 2 15 17 7 9 7
split_gain=0.00232355 0.00661685 0.012663 0.0124414 0.0321125 0.0123018 0.00553379 0.0138419 0.0104932 0.0119273 0.0115814 0.0172697 0.0180403 0.0151208 0.0217121 0.0151554 0.0110001 0.0099544 0.0249822 0.021098 0.0189643 0.0143256 0.0239973 0.0185979 0.0160615 0.0145103 0.0139707 0.0127721 0.0117274 0.017206
threshold=207.37918994975004 211.98908248575003 181.38224455095002 89.219171517050015 91.410264893400026 99.19872809730002 23.124786352450005 23.147601011700004 195.97407267990005 197.58039077460003 13.565012728250002 68.579878449600017 23.460228855750007 23.974509389900003 24.374738716350002 29.049007317550004 35.194695975650014 190.58777288605003 190.94194574995001 195.29234479735001 41.657300687350009 14.451165964200003 150.89336347300005 241.84804450315002 56.184788788300004 40.301031380450006 185.26837593205002 22.620341628000002 195.51131808980003 22.708075280250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 17 -8 10 16 -9 -12 -13 15 -15 -14 -10 21 20 -20 28 22 24 -24 -1 27 -22 -26 -19 -30
right_child=1 -3 3 4 5 -7 7 8 9 -11 11 12 13 14 -16 -17 -18 18 19 -21 26 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.05405075253923556 0.037571880947080714 0.0022726276006584958 -0.099109871660299206 0.096610469741066254 0.052818173533303439 -0.061430562277681858 0.072111808646750999 0.028154590506950624 0.0027473559880623745 0.0047585260505046932 -0.056573217224224676 -0.10078667668658255 -0.0035617626376476088 0.0020978533248656524 -0.10031060682121687 0.084766342809753786 0.059999764789075642 -0.010690751106239745 -0.016133906466624427 -0.09513921330713565 0.0121671943125747 0.034623807193918582 0.073068404254440472 0.0035494782704176366 -0.028783940780354164 0.019434174327445309 -0.10055465281853071 -0.087376997338172821 -0.00071844755068618804 0.078286088187450364
leaf_weight=0.021397856486147115 0.028235943393155938 0.28967999063102212 0.025388878718160868 0.018983830668730661 0.010776215144339574 0.075145109668426358 0.030240430980484123 0.065966166039970409 0.056976355599346107 0.82165984227483158 0.084933573127074169 0.017891842339054165 0.040141318971109285 0.12122412097927082 0.024966722287558696 0.037640449062905645 0.081651198952386039 0.099186321771412622 0.075637279872338148 0.061109804785830946 0.018047282872228898 0.11897168114228407 0.048246569802785189 0.19014159264093156 0.10203214688730178 0.036846555158263072 0.028137949558761477 0.058550511398493654 0.058251809700323065 0.052329896221635863
leaf_count=13 33 418 26 15 28 96 12 30 33 455 53 30 48 549 64 13 24 37 34 35 16 70 61 350 232 18 38 25 31 13
internal_value=-0.000117009 -0.00671575 -0.0231401 -0.036297 -0.0210951 -0.0471015 0.00114039 0.00519973 0.00370426 0.00933624 -0.0100656 -0.0177806 -0.00415814 0.00356094 -0.0153916 0.0391823 0.0364688 -0.00465519 -0.016933 -0.05144 0.00150285 0.00371278 -0.00433056 0.0176192 -0.0282424 -0.0371615 -0.0565076 -0.0501477 0.0142752 0.0366684
internal_weight=2.80039 0.44821 0.15853 0.130294 0.104905 0.0859213 2.35218 1.38329 1.35305 0.960287 0.392764 0.326798 0.241864 0.223973 0.146191 0.0777818 0.138628 0.968887 0.3927 0.136747 0.255953 0.576187 0.457215 0.238388 0.218827 0.197429 0.0461852 0.160583 0.209768 0.110582
internal_count=2900 616 198 165 139 124 2284 1311 1299 512 787 757 704 674 613 61 57 973 204 69 135 769 699 411 288 275 54 257 81 44
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=5 3 15 0 15 16 3 18 12 15 2 5 0 17 6 7 18 18 7 9 9 17 15 19 0 3 9 18 7 5
split_gain=0.00238775 0.0137819 0.0114803 0.0192732 0.0153341 0.013408 0.0184108 0.0182379 0.0112896 0.0217456 0.0148846 0.0113302 0.0187113 0.0167115 0.0112635 0.011924 0.0283769 0.012528 0.0110746 0.0104461 0.016059 0.0103529 0.00988504 0.0149722 0.00963744 0.0308994 0.0197516 0.0135927 0.0126492 0.00951284
threshold=20.717225865800003 87.963661570150023 37.434800281900003 89.738043936200015 37.80636766060001 22.564947233300003 88.918064206450012 13.042786209850002 165.68766602795003 34.279674133750014 167.29597799085005 20.884258922850005 86.232294534150014 172.11348093270001 15.710367070250003 23.124786352450005 13.316069313700003 13.228319457400001 22.832271203950004 181.61255275325001 185.04294426330003 169.94681044690003 36.040858416950009 13.651101412550002 86.780739992750014 93.017962855400015 201.78065190905002 13.601370067700001 23.903127120600004 20.569643378550001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 21 5 4 -4 6 -3 -7 9 11 -10 -8 13 -13 -6 16 17 18 19 -16 -21 -2 23 -12 25 -17 27 -27 -26 -1
right_child=1 2 3 -5 14 7 8 -9 10 -11 22 12 -14 -15 15 24 -18 -19 -20 20 -22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.0014426162720365292 0.023358348749976315 -0.10203716000011631 0.066409047402368235 0.056946526152751198 -0.051536902055697657 0.0049922042668988191 0.099091754113573668 -0.064692687547013322 -0.09688996575074757 0.085086041158072334 0.0080490396683654368 -0.060839989388820639 -0.10061447665825239 0.069366681607551134 -0.056160801137308702 -0.082068328842695853 -0.072173991916354929 0.04001287402388673 -0.06535727757181968 0.07495776048336153 -0.0051344918302531437 -0.089047307085537708 0.083566382381873847 -0.10041025491930683 0.06979042849970675 0.015171196316559036 -0.030987839667189595 0.078614977836956451 0.0097639735263024274 0.0523053136212175
leaf_weight=1.3247877493867961 0.011136577316392393 0.016728749673347698 0.034291384152311366 0.065815388939881814 0.043212229655182455 0.060864779699841165 0.009062695869943127 0.09807823080336675 0.018728017090779758 0.043030462460592389 0.069784879191157501 0.016346675210562545 0.019804250827974101 0.024828971172610181 0.030720276208739961 0.038023581611923873 0.064595454149833031 0.064044132600756143 0.031078341039808777 0.029250868707322297 0.17367062551700396 0.031008901057813176 0.012475279436330311 0.01556694820499871 0.057679922465467826 0.11258956546680565 0.065372977953700229 0.048238000730577824 0.089700044118217193 0.03782130346598922
leaf_count=1756 12 9 16 30 18 31 3 37 20 12 134 173 15 44 17 13 42 31 31 18 126 82 6 26 17 50 57 19 33 22
internal_value=-0.000123344 -0.00303042 -0.00127699 0.00474379 0.000850449 -0.0153638 -0.000754472 -0.0380079 0.00662412 0.0291361 -0.0152153 -0.00523659 -0.0207416 0.0176748 -0.00180006 0.000869927 -0.01158 0.000325424 -0.00927622 -0.00181648 0.0064107 -0.0593451 0.000420476 -0.0117324 0.0127681 0.00133996 0.0153606 0.0342003 0.0332565 0.00285439
internal_weight=2.75834 1.39573 1.35358 0.948283 0.882467 0.4053 0.246357 0.158943 0.229628 0.113073 0.116555 0.0700426 0.0609799 0.0411756 0.848176 0.804964 0.39336 0.328764 0.26472 0.233642 0.202921 0.0421455 0.0978271 0.0853518 0.411604 0.264224 0.226201 0.160828 0.14738 1.36261
internal_count=2900 1122 1028 518 488 510 442 68 433 247 186 235 232 217 472 454 265 223 192 161 144 94 166 160 189 139 126 69 50 1778
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=9 19 2 19 7 0 3 0 9 10 7 6 13 12 0 0 10 16 10 10 10 10 10 13 19 2 9 16 2 9
split_gain=0.00251379 0.00427248 0.00802862 0.00355276 0.00349911 0.00335854 0.0239637 0.0103117 0.0120997 0.0217859 0.0121981 0.0113419 0.0237267 0.0131505 0.0129858 0.0123648 0.0131995 0.00927489 0.0153071 0.0148396 0.0174206 0.0179764 0.0131318 0.0164117 0.0179254 0.00865739 0.0138619 0.0135084 0.0159382 0.0126332
threshold=231.85949239145003 14.651182102100002 173.31297745125002 13.851117550450002 28.835073444300004 87.181320254150009 92.751805500450018 86.780739992750014 201.78065190905002 61.93938686740001 23.699538637550003 16.375382608200002 117.38883580790001 121.97235442175001 86.530713386650021 86.232294534150014 62.106071271500007 22.634947069650003 62.014663695050011 62.116825104000007 62.197478847950002 62.305017173150013 62.837331883000012 115.02030419500001 14.551174033150001 168.00535644525004 196.26893085885004 22.764946765650006 205.16057895720004 199.02473417820002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -2 6 -1 8 10 -10 11 12 13 -8 15 16 25 18 -7 -20 -21 -22 -23 24 -24 29 27 28 -27 -13
right_child=3 2 -4 -5 -6 17 7 -9 9 -11 -12 14 -14 -15 -16 -17 -18 -19 19 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.076112333481376443 -0.062530582616751207 -0.010521267091819228 0.046097887032917589 -0.075733083001681356 0.068488434657551209 -0.10073154840600183 -0.10023962544637283 0.058889055960262962 0.0031419747412896222 -0.085983316827715206 0.048364520866700775 0.0028224633333003703 -0.10070846216894883 0.02986617299378215 0.045784491785148602 -0.029269038415629479 0.068706111115198878 0.033807797717534345 0.080275950641083949 -0.10062566853733397 0.075057982497272857 -0.046126476797141491 0.00054732410817418767 0.052028524794572421 -0.10052734801748875 -0.079760349985092086 -0.10032978601096171 0.09129050161789419 0.011084948206785161 0.070846628897453939
leaf_weight=0.045636206354630615 0.0035821636934086909 0.045988361227500607 0.054993041270790854 0.010366405765580566 0.0047299033847707506 0.014856635411433561 0.0094998305089220025 0.027128162939334288 0.065283479248819276 0.047297131925972735 0.050407759373001682 0.24529556418051257 0.03454215205772293 0.042631515400096021 0.061540355207398534 0.13262422925254214 0.030851933406918164 0.087147747639391926 0.023408333639963419 0.016997091646771767 0.032234567392151692 0.060320832279103231 1.3440675764566048 0.061527022700829437 0.01777829633647332 0.029905661123537985 0.018980764609411338 0.012246549944393337 0.054519784899536461 0.030720763941644691
leaf_count=24 13 32 27 10 32 8 29 9 51 74 19 264 32 67 16 40 34 46 8 6 10 17 1800 24 8 62 21 5 102 10
internal_value=-0.000121089 0.000131972 0.0203127 -0.0366802 0.0120246 -0.000652597 -0.00543096 -0.00182076 -0.00372178 -0.0343012 0.000845471 -0.00256008 -0.0364322 0.00615715 0.00220055 -0.00263093 0.00573045 0.00205338 0.000292085 0.00125645 4.97912e-05 0.0011786 -0.000426497 0.00151021 -0.000772161 0.000769836 -0.0221982 -0.00685766 -0.0210948 0.0103936
internal_weight=2.71711 2.69843 0.100981 0.0186785 0.00831207 2.59745 0.939112 0.893476 0.866347 0.112581 0.753767 0.703359 0.0866735 0.0521313 0.616686 0.555145 0.422521 1.65834 1.57119 1.55633 1.53293 1.51593 1.48369 1.42337 1.36185 0.391669 0.115653 0.096672 0.0844254 0.276016
internal_count=2900 2845 59 55 45 2786 859 835 826 125 701 682 128 96 554 538 498 1927 1881 1873 1865 1859 1849 1832 1808 464 190 169 164 274
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=14 4 19 8 0 9 6 5 16 5 10 4 4 6 10 16 9 15 5 0 0 4 19 9 0 3 15 5 18 4
split_gain=0.00257454 0.0113916 0.00865518 0.0126752 0.00928628 0.00732448 0.00608352 0.00821463 0.00574522 0.0045985 0.0144491 0.00404915 0.0208561 0.0158026 0.01519 0.0151325 0.0133983 0.0198746 0.0174723 0.0233779 0.0183255 0.0128524 0.0110415 0.00992616 0.0168971 0.00928832 0.00868646 0.0076539 0.010056 0.00662778
threshold=371.52535269000003 373.81957258215004 14.351157895250003 5.2459061469000003 86.780739992750014 223.24918598180003 3.6650856341500009 23.663981639800003 22.674946976100003 19.998562110200005 80.677940036650014 277.00048312305006 274.67316291360004 16.515385879350003 61.917879202350001 22.644947046300004 205.70977008025002 34.761639995350009 22.334016245700003 86.420486603250012 99.744485097750015 327.25961048935005 14.251149826300002 192.33792147965002 94.73051068445001 74.260590479250013 21.073645951400003 16.222050829800004 17.383654746850002 310.49012963040008
decision_type=2 2 2 2 2 2 2 2 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 6 -4 8 -3 9 -5 10 -8 12 25 15 -15 16 18 27 20 22 21 23 -20 24 -13 -1 29 28 -18 -22
right_child=1 2 4 5 -6 -7 7 -9 -10 -11 -12 13 -14 14 -16 -17 17 -19 19 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1000812500536805 -0.083650622908612748 -0.062712379081966016 -0.016432445106215453 -0.081062454929609687 0.058887597824389765 0.028321448210319455 -0.10007116217681111 -0.045659995224785657 0.007538962866066836 0.085074658749598339 0.050031778254215779 -0.10015523668881963 -0.077393573384823652 0.0085581575406655803 -0.097008831402490392 0.058690125837018874 -0.077929020762386225 -0.081975598061870547 0.066247090101112821 -0.059685202601498594 -0.047707710152707701 -0.0076254192750448459 -0.016002129179273978 0.076700395664951709 0.076364580681605412 0.00055440347114158763 -0.10016456231321116 0.048800268863652435 0.03088587266100308 0.031262956664217932
leaf_weight=0.0092171186815884765 0.019368643466757152 0.010351368973367414 0.028885243000512872 0.04352934678905207 0.037776382155698229 0.0097294965754599616 0.0080287074291689464 0.01517772081744706 0.0087977018116163208 0.014810457965708679 0.031867376318132301 0.0092276475441365191 0.035434168028558477 0.027983342815964818 0.026573824623381093 0.065353868570412033 0.016502027832984822 0.038028457286173989 0.034614496606849343 0.058069499121984336 0.016671045660494599 0.030704187638093572 0.030884646742890709 0.10894234177612816 0.013151654814691938 1.8471014434781587 0.010008647324866615 0.02781912175692014 0.01749805523473924 0.029316778017609124
leaf_count=149 22 151 30 120 31 34 59 38 8 21 36 38 33 42 40 45 33 43 24 39 101 33 37 52 26 1409 34 31 52 89
internal_value=-0.000128144 -0.0102848 -0.00348427 -0.0174146 0.0262506 -0.0513518 0.00883349 0.019431 -0.066166 0.0374897 0.019825 0.000817186 -0.00139595 0.00827548 -0.0428616 0.0137805 0.00713173 -0.0250919 0.0165508 -0.0134905 0.0335773 0.050621 0.0274643 0.0642396 0.00358024 5.47205e-05 -0.0157388 0.00990043 -0.0219277 0.0026353
internal_weight=2.68142 0.228322 0.208954 0.142292 0.0666616 0.0620565 0.0802356 0.0698843 0.052327 0.0547065 0.0398961 2.4531 1.89175 0.56135 0.0545572 0.506792 0.441439 0.0998477 0.341591 0.123569 0.218022 0.162026 0.0654991 0.131322 0.0223793 1.85632 0.0559965 0.0618192 0.0340001 0.0459878
internal_count=2900 550 528 467 61 162 305 154 128 116 95 2350 1591 759 82 677 632 159 473 100 373 149 61 116 64 1558 224 116 85 190
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=16 16 9 16 15 17 5 10 0 15 16 16 15 6 17 9 18 9 16 16 10 13 10 6 12 15 17 17 10 8
split_gain=0.00219403 0.0152184 0.0155006 0.0106648 0.0131459 0.0241066 0.0139591 0.0116806 0.0118569 0.0105551 0.0127881 0.0153972 0.0151763 0.00985696 0.00796259 0.00760975 0.0177796 0.0173303 0.0097904 0.0115137 0.00972507 0.00780123 0.0185011 0.0158152 0.0117247 0.0106763 0.0122327 0.0227619 0.0107383 0.00953158
threshold=18.594956516900002 18.384957008000004 187.38923140910003 18.984955604900005 29.334060236450004 196.27545234990001 17.886193876600004 70.085415002650009 94.776214472700005 31.385732506450001 17.844958270700005 17.534958995600004 26.870208776000002 14.875347560100002 194.76181357870004 205.70977008025002 15.532509816950002 202.89977928865002 15.919962772200003 14.994964935250001 78.677727187550019 104.02719889955002 75.465019721650009 12.380289263450001 222.49441569665001 23.304416445750004 183.58889821140002 177.83257937300002 73.365333921800001 4.9461400813500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 6 -6 -2 -5 -9 10 11 15 13 -12 -13 17 -17 21 19 20 -18 23 25 -1 -25 26 27 29 -27 -23
right_child=3 2 -4 7 5 -7 -8 8 -10 -11 12 14 -14 -15 -16 16 18 -19 -20 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0014183138056906722 0.0097046057256867223 0.051644718766915204 -0.1006131088779348 0.0007783335626700312 -0.069164651641045002 0.042186659300595425 0.092918811192867157 -0.10022435570793775 -0.0038238989437938014 -0.10018242615819153 -0.069856315372227404 -0.1004115350262522 0.083112423444727704 0.050238764457287588 0.018446228169569003 -0.10030085178868614 -0.086328340692232844 0.068054109470116364 -0.10008426552965657 0.056175367217618705 0.0042081652303591057 -0.0079992647197768049 0.10018081336360218 -0.085307241031720091 0.029115508203717572 0.020753785900876037 0.080905483941891218 -0.10085195591869522 -0.10047395928780026 0.099980954630027111
leaf_weight=0.22144988972703172 0.03735073795178312 0.0086365364904850139 0.029611425273049718 1.7224182870690907 0.032390272562622613 0.048635884373652516 0.043795690592332903 0.023356297912869084 0.028120334594859742 0.010643992914509681 0.014807813941843051 0.024046340428085067 0.037982497659633907 0.012692072419724809 0.0073619822282751093 0.023711475853588126 0.015910615911707282 0.040341290896359183 0.0096527403637196585 0.030431859035502384 0.046653191341768263 0.017571141745901464 0.023353357333689928 0.040367734143463618 0.011508210807065211 0.012739624413761419 0.023892950035310889 0.016801917284027468 0.017134466877905652 0.015286830957847997
leaf_count=827 25 22 74 935 22 36 33 45 15 59 38 84 16 15 23 43 11 38 52 29 169 82 6 90 29 37 17 10 13 5
internal_value=-0.000126493 -0.00487054 -0.0662327 0.0016196 0.0261662 -0.00232612 0.0546163 -0.000624492 -0.0475633 -0.00139014 0.000194233 -0.00439828 0.0421492 -0.0144286 -0.0725518 -0.000621712 -0.0222544 0.00558448 -0.00422587 0.00572401 -0.0188162 -0.000714113 0.0197885 -0.0102241 -0.0599236 0.00163621 0.022112 -0.00617542 -0.0487771 0.0422374
internal_weight=2.64866 0.71259 0.038248 1.93607 0.162173 0.0810262 0.0811464 1.77389 0.0514766 0.674342 0.663698 0.598216 0.0654824 0.0274999 0.0314083 0.566807 0.12636 0.440447 0.102648 0.0929957 0.0625638 0.400106 0.12678 0.273326 0.0518759 0.103427 0.0735528 0.0496599 0.0298741 0.032858
internal_count=2900 1789 96 1111 116 58 58 995 60 1693 1634 1565 69 53 107 1458 304 1154 261 209 180 1116 170 946 119 164 114 97 50 87
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=0 10 9 3 7 8 15 3 5 2 9 8 4 10 15 5 17 6 19 5 5 7 5 6 14 10 13 10 13 10
split_gain=0.00229849 0.00640717 0.00898987 0.010366 0.0101605 0.0059049 0.00797879 0.00559318 0.00768967 0.00864576 0.00979934 0.00717786 0.00656106 0.00577534 0.00668753 0.00917923 0.00614042 0.00434014 0.00428347 0.00445949 0.010623 0.0170592 0.0115708 0.00632055 0.00513467 0.00592079 0.0118557 0.0125386 0.00928838 0.016694
threshold=85.716110573100011 61.917879202350001 187.38923140910003 93.932038619750017 19.617375644250004 8.543332867800002 40.452545866750008 94.92945658615001 29.040033326300005 122.26439358135001 187.70546222865002 6.2451263653500009 195.32149859550003 57.729261435100007 30.807603489900004 31.302824910800002 171.56914438675003 16.545386580300001 14.651182102100002 25.556820288350004 23.721757872050002 23.345877066950003 23.398433971250004 16.445384243750002 462.66931228825007 61.86411003975001 117.69263157665002 61.917879202350001 117.62810858150002 61.982402197500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 -4 -7 -1 9 10 11 12 -9 14 15 -10 -17 -6 19 20 22 23 24 -22 25 -2 27 -27 29 -29
right_child=18 2 5 4 17 6 -8 8 13 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.026498638622654905 -0.059368745788145376 0.04729781440466977 -0.10027818007391316 0.063022276976815395 -0.10038033097239181 -0.10026999271715396 0.027427872577110619 -0.10008496878096129 0.061962182345667693 -0.085894622311584151 -0.052777845438114493 0.10005690855641594 0.10008763766231719 -0.048252570902019704 0.07372169113034957 -0.068746738700178778 0.032693897935813725 0.00049019018017369481 0.025308013093852388 0.036673124304795184 0.045898869184065938 -0.074649944727085277 0.05242707110560707 -0.02854507793879273 0.050127900998255918 -0.086248674852637874 0.076340418334164759 -0.10049018603071232 0.034028813683405414 -0.00050491690663722168
leaf_weight=0.062563633494086779 0.016927448219351215 0.023410164440065273 0.021900838248646082 0.007038220726826693 0.01673665111329381 0.0083342373417281124 0.011849846582096646 0.0046520970357688532 0.016165427724217807 0.022091281020659714 0.021706471196011989 0.010525052814045921 0.0025268271565437317 0.013157887660668166 0.019192568860660231 0.017283208785498161 0.0091139545280753964 0.0057245160684971088 0.069889434140350093 0.032976076234589757 0.024009561053958239 0.048371967081948242 0.04300487504542605 0.02172465901394105 0.020252926231421386 0.01700561854522753 0.02015159252914589 0.016846212922246528 0.077049240974702005 1.9102945714332902
leaf_count=39 10 15 46 8 53 31 29 55 37 99 18 8 1 29 19 54 10 29 32 35 23 32 25 28 70 6 8 8 27 2016
internal_value=-0.000128852 -0.00845886 -0.0298254 -0.00238917 -0.0418198 -0.0643184 -0.0253 0.00174175 -0.00961246 -0.0358159 -0.00774458 0.0474698 -0.0296285 0.0118999 0.0247163 0.00261854 -0.0337231 -0.0746722 0.000927345 0.000169567 -0.000373728 -0.0332506 0.00108461 0.0105365 2.23328e-05 -0.000470694 1.7706e-05 -0.000743242 -1.77253e-05 -0.00137894
internal_weight=2.61248 0.293973 0.0949945 0.0529096 0.0294994 0.0420849 0.0201841 0.198978 0.136415 0.0615017 0.0394104 0.017704 0.00717892 0.074913 0.0617552 0.0425626 0.0263972 0.0224612 2.3185 2.24861 2.21564 0.0941062 2.12153 0.0457342 2.07853 2.05827 2.04135 2.0212 2.00419 1.92714
internal_count=2900 580 211 105 90 106 60 369 330 181 82 64 56 149 120 101 64 82 2320 2288 2253 83 2170 51 2145 2075 2065 2057 2051 2024
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=14 4 19 8 0 9 13 5 8 10 10 12 15 7 12 12 12 6 9 9 18 4 19 5 12 12 6 16 19 19
split_gain=0.00239239 0.00956947 0.00722828 0.0106262 0.00735313 0.00610204 0.00551502 0.00567945 0.0103209 0.00868462 0.00547557 0.00401456 0.00598236 0.0111641 0.00502706 0.00577155 0.0140537 0.00848542 0.0162741 0.0226131 0.013437 0.0125695 0.00968886 0.00955006 0.00840051 0.00723486 0.00585212 0.00580594 0.0162642 0.0123587
threshold=371.52535269000003 373.81957258215004 14.351157895250003 5.2459061469000003 86.780739992750014 223.24918598180003 73.376087754350024 23.663981639800003 1.7486353823000003 89.264875305300009 62.057679025150001 273.64044797740007 46.574831689400007 23.633329316050006 266.39085111275006 214.84291680595001 217.64277969395002 16.515385879350003 205.70977008025002 196.98862600660001 15.532509816950002 292.63970905640002 14.451165964200003 16.222050829800004 212.36614019295004 210.82411864625001 10.435243817800002 13.894967507500002 10.550851274900003 10.350835137000002
decision_type=2 2 2 2 2 2 2 2 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 6 -4 10 -3 8 9 -8 -5 12 14 -14 15 24 -17 18 19 21 -20 -18 -21 26 25 27 -22 28 29 -1
right_child=1 2 4 5 -6 -7 7 -9 -10 -11 -12 -13 13 -15 -16 16 17 -19 20 22 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10010980887826598 -0.080986959414565504 -0.10012435128388744 -0.014280613289494129 0.010097035272832837 0.053660073275595438 0.026514752104149553 -0.1001108737490824 -0.041384875833452454 0.061420770777807859 0.028581914394020261 -0.077980345202289081 0.033997434098059859 -0.083773522978433615 0.054056434254678765 -0.039412136395459797 0.068556819844266065 -0.078573562903106076 -0.038383333963777827 -0.073240140245448726 0.067332980926459743 0.038520068126734461 0.0058800651101828718 0.0088242447154940288 0.087078056853229904 -0.055981005830407382 0.058274854342274689 -0.096394165389716902 0.00019235240559087275 -0.076510262877743429 0.081713622564868554
leaf_weight=0.0049469493640282849 0.017544141125716339 0.0044808423502544761 0.028597535750483516 0.0085207223119709852 0.035962026057404728 0.00902753879984175 0.0091528151977122718 0.014619298213398579 0.035672012868396052 0.012277920038741286 0.041124963664284309 0.035853327954441627 0.020812679507213772 0.0081890130477404455 0.030604920068782238 0.039995990127692838 0.021458849209921027 0.038365001448632086 0.036695798850331585 0.096907858896599919 0.0057426818628982801 0.098590819975868271 0.03997929414617829 0.011820402263765573 0.027311482645245522 0.020981108390983993 0.0073048504327744013 1.7784086043011624 0.033072904581248563 0.015300458508804571
leaf_count=142 22 74 30 12 31 34 81 38 61 51 116 50 70 8 32 42 12 44 44 57 24 153 17 10 28 22 16 1300 236 43
internal_value=-0.000130203 -0.010181 -0.00395232 -0.0171236 0.0235648 -0.0491117 0.00750593 0.0142301 0.0284686 -0.0263813 -0.0628636 0.00078907 0.000279489 -0.0448554 0.000846767 0.00138791 0.0123461 0.00604621 0.011398 0.0224627 -0.0347809 -0.009216 0.0502449 0.0219705 -0.000925293 -0.000113697 -0.0370136 -0.000782494 -0.0332969 0.0372896
internal_weight=2.58932 0.21698 0.199436 0.134876 0.0645596 0.0586732 0.0762029 0.071722 0.0571027 0.0214307 0.0496457 2.37234 2.33649 0.0290017 2.30749 2.27688 0.396862 0.356866 0.318501 0.256937 0.0615637 0.12005 0.136887 0.0248679 1.88002 1.85271 0.0130475 1.83173 0.0533203 0.0202474
internal_count=2900 550 528 467 61 162 305 231 193 132 128 2350 2300 78 2222 2190 419 377 333 239 94 165 74 50 1771 1743 40 1721 421 185
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=9 19 2 4 4 15 6 3 3 10 16 17 10 18 9 5 17 14 14 17 16 2 3 5 5 15 18 18 8 16
split_gain=0.00240549 0.00284839 0.00632807 0.00289141 0.0120789 0.0126264 0.00755865 0.0153838 0.0188628 0.0180311 0.0115429 0.0113896 0.00923644 0.0153943 0.0248206 0.00982215 0.00966762 0.0091385 0.0211957 0.010957 0.0293405 0.00954039 0.0092594 0.00813713 0.00796772 0.0166006 0.0135411 0.0169871 0.0168952 0.0114219
threshold=231.85949239145003 14.651182102100002 173.31297745125002 206.65670169075003 211.12522916715002 29.049007317550004 16.515385879350003 93.136255013150006 93.308316333450009 61.907125369850007 22.624947093000003 196.15688609640003 62.025417527550012 13.878370392300001 197.6620677562 22.120912517600004 192.00356210945003 227.57315983240002 228.98450747040002 193.27174326030004 19.254954973500002 121.41360778140002 90.127870365150017 24.635572506200003 24.301614351200005 44.920183738100008 13.415872650200003 13.5538556217 8.2435668022500028 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 -1 5 -5 10 -8 -9 11 17 23 15 14 -14 -12 -17 19 -19 22 21 -21 -6 -10 25 26 28 -28 -20 -29
right_child=-2 2 -4 4 6 -7 7 8 9 -11 12 -13 13 -15 -16 16 -18 18 24 20 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.0039110543242048849 -0.037275708899993029 -0.010203871074547885 0.041580101528808575 0.021065362257066886 0.067372253103067478 -0.073713790051602224 -0.07334727946659518 0.06177063906861429 -0.10030567891382836 -0.089992370900457849 0.090683926565303885 0.07545997703118773 0.036827949070132197 0.045371623464771978 -0.089748552548105709 -0.014894402729586604 0.055691041303006998 -0.10139131686278031 0.016744282193304406 -0.012106638549414826 -0.10058375829738581 0.088288694126943179 -0.0032245493174145492 -0.0026208416528447011 0.028314906563539789 -0.10031177877948633 0.056234681847697213 -0.0055442233266421856 -0.064066614523291224 0.1001533198719026
leaf_weight=0.91748703469980064 0.017311073169253066 0.04468114174051141 0.050012088595394744 0.020196654753696808 0.056006879834576528 0.046227247915794578 0.042096791276207912 0.032957821174932178 0.010209825647962134 0.030373436632868067 0.03087267480441358 0.01619862396910321 0.029014657768541952 0.046332397192600183 0.033239857190494604 0.035121323882165711 0.043359010154745192 0.022974136386260113 0.039279572641717664 0.017495259075815284 0.02311592036858201 0.020622979776817374 0.027800596006557043 0.05174905193364765 0.069851112518387382 0.018579810441536893 0.050785408792307862 0.63338026668215885 0.075793046698663602 0.010391435294877738
leaf_count=712 55 32 27 45 55 25 21 10 13 56 12 9 31 32 19 30 28 16 48 25 11 20 16 125 102 24 31 1240 26 4
internal_value=-0.000124905 0.000127675 0.0171458 -0.000529673 -0.00318563 -0.0448955 -0.00129784 -0.0202773 -0.00448752 -0.0246083 0.0014158 0.00080118 0.0223858 0.0017267 -0.0307557 0.0429001 0.0241028 -0.00287112 -0.00654523 0.02046 -0.0116948 0.0422099 0.0439539 -0.0187177 -0.00411888 -0.00685434 -0.00470963 0.000554362 -0.0364821 -0.00383811
internal_weight=2.56352 2.54621 0.0946932 2.45151 1.53403 0.0664239 1.4676 0.183586 0.141489 0.108531 1.28402 0.0781575 0.21794 0.108587 0.0622545 0.109353 0.0784803 1.06608 0.921035 0.145042 0.0612342 0.0381182 0.0838075 0.0619589 0.898061 0.82821 0.80963 0.694557 0.115073 0.643772
internal_count=2900 2845 59 2786 2074 70 2004 234 213 203 1770 147 152 82 50 70 58 1618 1491 127 56 45 71 138 1475 1373 1349 1275 74 1244
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=12 19 18 7 0 13 7 16 17 2 3 14 17 14 7 5 18 7 5 16 16 18 6 18 0 18 6 15 13 10
split_gain=0.00232493 0.00675815 0.0103839 0.0124925 0.00678275 0.00673244 0.00661183 0.00610186 0.00560313 0.00499334 0.00507487 0.00409021 0.00685469 0.0105421 0.00628178 0.00336233 0.0201086 0.0112085 0.00876032 0.019901 0.0129134 0.0106565 0.00774018 0.0143975 0.00987464 0.0151758 0.0131496 0.0180647 0.00788216 0.00813346
threshold=322.29449443480007 14.351157895250003 14.643918747750002 26.185885009700005 86.780739992750014 82.390487865700024 28.297378269750002 22.654947022900004 209.52161856205001 296.01432942755008 81.968399939250006 371.52535269000003 199.88268747760003 374.37301727345005 23.074695113900002 20.717225865800003 14.297806230850002 24.437987282900004 21.197160116700001 22.564947233300003 22.624947093000003 13.954623666350001 15.415360177400002 13.159487726550003 86.780739992750014 13.373311100250001 16.375382608200002 39.283112803100003 115.63864956495001 62.175971182900007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 7 8 -3 6 -5 -2 -4 11 -11 15 14 -14 -13 -1 17 18 19 -17 -21 22 23 -20 26 -26 27 -24 -28 -30
right_child=1 4 3 5 -6 -7 -8 -9 -10 10 -12 12 13 -15 -16 16 -18 -19 21 20 -22 -23 24 -25 25 -27 28 -29 29 -31
leaf_value=0.0044406049914858274 -0.095165889123602299 -0.028270277471525475 0.0019367989073344927 0.069243141419228535 0.04492395051494813 -0.095568981537716965 -0.10007414295409692 0.0014501748835085253 0.096159045557811421 -0.0036919531353256057 0.092475211160345017 0.022067406013079337 -0.067818670947618634 0.061505283989511661 -0.1003065956706746 0.021151832979030595 -0.071393522635529783 0.065059027100319244 0.03538306752269739 -0.088161063243347923 -0.017103137719326745 -0.060030216449013921 0.017921332972641313 -0.087041031189497187 -0.0050520649536045063 0.054862599265394045 -0.062734808071407008 -0.10069517265321243 0.0034317698235468218 0.053830936728003813
leaf_weight=1.198572845456136 0.026754519376714359 0.021208542227158844 0.012723935175387169 0.0066674608297034865 0.031412164908033446 0.014375899557819594 0.0035259759579275851 0.0086502335303890732 0.012523148581294663 0.010219417944909881 0.011851031473270268 0.005610873294102591 0.010988711538630014 0.014783108472727235 0.016619881122915459 0.06265486779375351 0.041608523580009549 0.025426474603591376 0.015799730503573528 0.048073179263155907 0.054647499258862808 0.027029890618109675 0.023101289011297155 0.024505871169822058 0.078329861396923661 0.091844022535951808 0.016986167938901398 0.028902978355176856 0.54923088865722214 0.034002940263235359
leaf_count=1390 72 26 47 8 29 83 56 8 12 30 14 14 17 61 74 33 54 16 33 15 26 20 37 40 23 32 141 26 452 11
internal_value=-0.000126976 -0.0127552 -0.0301543 -0.000726978 0.0154233 -0.0514899 0.0106752 -0.0715603 0.0486733 0.00060111 0.0479463 0.000159972 -0.0287332 0.00636352 -0.0694203 0.000757609 -0.00317623 -0.000549369 -0.00213043 -0.0232656 -0.0503582 0.00179798 0.00373516 -0.039051 0.0058321 0.0272843 0.000234943 -0.0480035 0.00441441 0.00637008
internal_weight=2.52863 0.137842 0.0852212 0.0498164 0.0526207 0.0245693 0.0101934 0.0354048 0.0252471 2.39079 0.0220704 2.36872 0.0480026 0.0257718 0.0222308 2.32072 1.12214 1.08054 1.05511 0.165376 0.102721 0.889734 0.862704 0.0403056 0.822398 0.170174 0.652224 0.0520043 0.60022 0.583234
internal_count=2900 341 286 206 55 147 64 80 59 2559 44 2515 166 78 88 2349 959 905 889 74 41 815 795 73 722 55 667 63 604 463
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 19 16 16 15 17 5 10 18 17 9 18 9 16 15 8 14 13 10 9 15 18 10 18 10
split_gain=0.00233623 0.0134051 0.0137017 0.00947965 0.0104836 0.0134232 0.0167897 0.0133599 0.00860477 0.0109584 0.0199604 0.0135649 0.0098233 0.0114697 0.00761553 0.00633304 0.0162482 0.0145695 0.00876785 0.00958928 0.00699978 0.00745604 0.00839686 0.0144418 0.0134502 0.0124329 0.0109162 0.00931527 0.0087073 0.00804907
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.870208776000002 12.751028791950002 17.534958995600004 18.984955604900005 29.334060236450004 196.27545234990001 17.886193876600004 70.085415002650009 15.042884401850001 194.76181357870004 205.70977008025002 15.532509816950002 202.80137809380003 15.919962772200003 23.304416445750004 8.3434888241000014 169.50964292540002 104.02719889955002 75.465019721650009 193.75542554275003 23.304416445750004 16.083212871900006 73.365333921800001 16.158105979900004 68.214248143850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 7 6 -6 15 9 11 -11 -2 -10 -14 -9 17 -17 20 19 -18 21 -1 24 25 29 -24 -26 -27 -28 -23
right_child=8 2 -4 -5 5 -7 -8 14 12 10 -12 -13 13 -15 -16 16 18 -19 -20 -21 -22 22 23 -25 26 27 28 -29 -30 -31
leaf_value=-0.053907447266082931 0.0079308065878186864 0.046834211403334609 -0.10055598680776899 -0.1001620947023189 0.095577723790757324 0.079779276009108849 -0.072694210668595383 -0.10037575968452468 0.00095456422399037744 -0.065365875648732946 0.039150870635395595 0.092119816083593542 -0.087269588704584955 0.011079458860979809 0.017827162587234154 -0.10027362489531098 -0.011659079922460425 0.060500747600180628 -0.10007664790589386 0.069211108756563763 0.10023091578168951 -0.063467310346108599 0.040697412686836965 0.10016288703824175 -0.1003490609201152 0.017611366005694185 0.085519013405230174 -0.10044371186685155 -0.05349582369646521 0.0081990899147955688
leaf_weight=0.027037631878629509 0.037294071331416379 0.0082692505407635508 0.026582229138633728 0.0096626586660590874 0.0090307974460301921 0.034763562273472104 0.017266567889521411 0.021728307082148568 1.6351643180054312 0.030334944623859883 0.045951908605275094 0.039312595515866633 0.027454676816887402 0.02087352832313627 0.0072757279565536228 0.021413548633034907 0.069149147678471579 0.042174007030695293 0.0086425669854293119 0.018608268436992148 0.0066392025910317889 0.017093974431541481 0.039020244528108261 0.02078607672592625 0.025941817042689053 0.012110492606538514 0.0072565642149129408 0.014916127533069812 0.011885593940688111 0.18834595345937188
leaf_count=40 25 22 74 59 5 16 48 84 935 22 36 33 48 12 23 43 189 41 52 20 1 90 98 6 38 31 4 12 51 742
internal_value=-0.00013545 -0.00521109 -0.0655845 -0.0018752 -0.000346087 0.039 -0.0149078 -0.00463609 0.00170422 0.0244185 -0.0024095 0.0511345 -0.000358672 -0.0447915 -0.0707243 -0.00102639 -0.0214784 0.00480488 -0.00397547 0.00548881 -0.00152586 -0.00337985 0.000669712 0.0274673 -0.00861848 0.00458877 -0.0580803 -0.0475438 -0.000796954 0.00223597
internal_weight=2.50199 0.6656 0.0348515 0.630749 0.621086 0.0610609 0.0262974 0.560025 1.83639 0.152894 0.0762869 0.0766067 1.68349 0.0483282 0.029004 0.531021 0.117814 0.413208 0.0964 0.0877574 0.371034 0.364394 0.337357 0.0868329 0.250524 0.0660469 0.045084 0.0270266 0.0191422 0.20544
internal_count=2900 1789 96 1693 1634 69 53 1565 1111 116 58 58 995 60 107 1458 304 1154 261 209 1113 1112 1072 147 925 141 93 43 55 832
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=9 19 6 13 6 13 10 4 18 0 10 3 19 9 9 8 9 5 18 3 7 0 18 16 6 6 16 19 16 15
split_gain=0.0022708 0.00271222 0.00262055 0.00646975 0.00510369 0.00505817 0.00869325 0.00586638 0.0061146 0.00684614 0.00605401 0.00825842 0.00502317 0.00389289 0.00430353 0.00663726 0.00577343 0.00466456 0.00798313 0.0106292 0.00690862 0.00541603 0.00410938 0.00889629 0.00284535 0.014406 0.00855594 0.0125902 0.0118876 0.0108712
threshold=231.85949239145003 13.851117550450002 10.715250360100002 107.54907905045002 11.175261108200003 105.64833915220002 67.649671936450019 208.43801132360002 13.386548691950003 95.762878606550018 70.343506983200015 80.153690701200006 9.4507625164000029 20.252602603300002 182.75300319265003 2.2482454915000001 210.39795333110001 2.7861270712500006 15.150044688000003 68.827216597650008 23.875242364300004 118.45077676945002 16.255760498500003 8.5099800999500008 13.075305502400001 12.595294287050001 11.599972874200001 11.750948102400001 13.534968349350001 17.512831095650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -8 -9 -10 -11 12 -12 -14 15 17 -16 22 -19 20 -20 -22 -15 -24 25 26 -6 28 29 -28
right_child=1 -3 4 -5 24 -7 7 8 9 10 11 -13 13 14 16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10024902297481825 0.012711165888735399 -0.069730111239393031 0.040791304364102554 -0.10019410954357805 -0.082160147310545412 0.076416130331526888 -0.10014004312268576 0.10010844498877157 -0.10032286812735898 0.071951174356350928 -0.10010598564691298 -0.10013491104225583 -0.1000908349970791 0.095720482740704937 -0.10007540434131468 0.06970851166120505 0.030338861391919231 0.051583189594154588 0.095526654129017785 -0.091766418978366182 -0.070813399015506401 0.047036296501050567 0.08395708592685544 -0.10010968306352164 0.0013523771832042125 -0.10016802222441137 0.049657981821112224 -0.026661129499781989 0.10007656072312816 -0.076483602444044438
leaf_weight=0.010228887185690705 0.0066269922890568314 0.010030874688709446 0.031833468217883243 0.0078673694667941163 0.011672295582016878 0.0069014668843010432 0.0062270504740205004 0.0057425624690949908 0.0071758814362574688 0.010738819586549653 0.0047350170587190368 0.0087227587018787744 0.00341241803751302 0.0087826789949758677 0.0078497853573367138 0.018518210745469332 0.0059809802380499386 0.014659275246685866 0.0067699105356950886 0.01808676530873754 0.0099424715967018074 0.0064162061535739659 0.0059964650608890224 0.0046712757046520892 2.1124879920199131 0.016844519090341237 0.018068653526825074 0.05131467488277508 0.021475903675309382 0.010986441919138557
leaf_count=29 45 10 40 11 60 6 61 2 59 5 161 32 44 7 67 36 56 30 9 114 54 22 12 49 1657 44 15 106 15 42
internal_value=-0.000135642 -0.0369325 0.000114125 -0.0115209 0.00103189 -0.0074545 -0.0109699 -0.00505628 -0.0010611 -0.00513928 -9.04095e-05 -0.00630219 0.000764548 0.00506412 0.0083967 0.0160717 -0.043679 0.00288541 -0.0117968 -0.0343395 0.0105688 -0.0245904 0.0450627 0.00335646 0.000467574 -0.0138704 -0.00106503 0.00822909 0.0436604 0.00196076
internal_weight=2.47077 0.0166579 2.45411 0.179426 2.27468 0.171559 0.164657 0.154429 0.148201 0.142459 0.135283 0.124544 0.115821 0.111086 0.107674 0.0938433 0.0138308 0.075325 0.0558746 0.0412154 0.0231286 0.0163587 0.0194504 0.0106677 2.24285 0.130362 0.113518 0.101846 0.050531 0.0290551
internal_count=2900 55 2845 866 1979 855 849 820 759 757 698 693 661 500 456 333 123 297 229 199 85 76 68 61 1939 282 238 178 72 57
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=7 7 18 18 14 8 16 15 16 8 7 7 2 15 3 5 2 18 7 9 2 18 18 0 15 8 7 6 10 6
split_gain=0.00198879 0.0114273 0.00789507 0.00559051 0.00863131 0.00590853 0.01057 0.00736983 0.00638348 0.00663707 0.00734385 0.0111011 0.0104417 0.0136104 0.00809072 0.0154471 0.0176635 0.0118333 0.0153353 0.0114396 0.0104379 0.0134168 0.015126 0.00907714 0.0103804 0.0133372 0.0238522 0.0174364 0.0257304 0.0136842
threshold=22.087764922150004 21.943165609950004 12.752103815600002 12.903279561150002 142.72171872485004 8.8430989333000021 22.399947619200002 32.188927121800006 22.714946882600003 8.7431769115000026 22.620341628000002 22.398098708400003 98.229281563700013 40.301031380450006 93.308316333450009 22.732890661650003 116.16618105335002 13.278511569200001 23.195026784100005 195.39349636155001 147.87428232835001 13.258783262950002 13.3584252364 86.458125017100016 45.169600924000008 8.543332867800002 23.669449516850005 16.435384010100005 62.305017173150013 16.405383309150004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 9 10 11 -6 -13 -14 17 16 -16 -12 19 -19 -17 -22 -23 -20 25 27 -27 28 -25 -30
right_child=2 -3 3 4 5 6 -8 -9 -10 -11 14 12 13 -15 15 20 -18 18 23 -21 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0023705784719633095 0.063934121881620939 -0.081680095282409729 -0.031940310978112611 0.068460504931194377 -0.015602999587328713 -0.045474807634758578 -0.078817300609334659 0.022261716954213945 0.035930855511048902 0.031857007397632142 0.033426616178270419 0.072493939970974031 -0.055183778684449153 0.053031321088831407 0.0023000509700809193 0.058114091152990259 -0.087432147974279534 -0.011803327541663815 0.052784345317061943 -0.065246928007712604 -0.10027965190218641 0.072646830717475935 -0.028248718596847345 0.052939345698467935 -0.053115631370690523 0.083746057112750877 -0.004486756078448919 -0.053739936391062088 -0.0019589844038178229 -0.1015172284267537
leaf_weight=0.23559324184137009 0.019654367999692446 0.019685454152295279 0.052585119454393037 0.0188350657699633 0.054324071322121692 0.025911965637987922 0.025628903931519176 0.042256892324076034 0.052763927278647205 0.065994393042274058 0.10026518383529026 0.050370811091852374 0.02016960044235816 0.027426287555490703 0.036605060486181062 0.02708009485331786 0.054746082968421206 0.12305693137251683 0.034011304733212344 0.059377136048709644 0.014632779646749583 0.022308086530642868 0.044496054773957461 0.088654529929044434 0.035189576392667621 0.053082535043358692 0.07246342027059427 0.06058748605164499 0.89987957901923465 0.014021015958860517
leaf_count=564 16 24 31 7 51 25 35 23 35 39 33 23 28 30 19 14 38 79 14 13 38 17 56 32 27 13 72 28 1474 2
internal_value=-0.000132095 -0.00848642 0.000838904 0.000269197 0.00106657 0.000463635 -0.0240691 -0.00348591 0.00160761 0.000683026 -0.000403916 0.0206538 0.0407587 0.00717326 -0.00224647 -0.0211757 -0.0514758 0.000209312 -0.00210304 -0.0291977 0.00433131 -0.013553 0.0054436 0.00182655 0.000410442 0.00199501 0.0328193 -0.00164501 0.00150325 -0.0034864
internal_weight=2.45166 0.255279 2.19638 2.17672 2.12414 2.1053 0.0937978 0.0681689 2.01151 1.95874 1.89275 0.152291 0.0979667 0.0475959 1.74046 0.199868 0.0913511 1.54059 1.44032 0.182434 0.108517 0.0814369 0.0668041 1.25789 1.22388 1.18869 0.125546 1.06314 1.00256 0.913901
internal_count=2900 588 2312 2296 2265 2258 83 48 2175 2140 2101 132 81 58 1969 182 57 1787 1754 92 125 111 73 1662 1648 1621 85 1536 1508 1476
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=0 6 4 18 5 10 13 6 10 0 5 4 4 6 10 3 15 15 6 3 9 19 19 16 5 5 10 5 6 6
split_gain=0.00206213 0.00612163 0.0132878 0.0124418 0.00840424 0.00935842 0.0075646 0.00754117 0.00701289 0.00686252 0.00534266 0.00515097 0.00569942 0.0114853 0.0070867 0.0108722 0.00640505 0.0060113 0.0052065 0.00418814 0.00414095 0.00646996 0.00645112 0.00391453 0.00385431 0.0083734 0.00948481 0.00634679 0.0158218 0.00746612
threshold=85.716110573100011 16.525386113000007 205.67906899175003 13.434779691800001 22.665750084250003 61.917879202350001 117.66037007905001 16.415383542800004 55.855406118200008 85.253695774650012 36.806659819600007 270.02171973710006 122.51844363470001 22.585527707250005 61.82916008405001 94.92945658615001 27.288673764350005 42.914654887700003 16.575387281250006 93.964300117300013 229.57186039115001 14.651182102100002 13.851117550450002 18.054957779650003 25.556820288350004 23.953129400350004 62.009286778800011 22.963361893800002 16.405383309150004 16.405383309150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 6 -3 9 7 -4 -9 10 11 12 -6 14 15 -14 -17 -18 -13 -1 21 24 23 -22 25 27 -27 29 -29 -2
right_child=20 4 3 -5 5 -7 -8 8 -10 -11 -12 18 13 -15 -16 16 17 -19 -20 -21 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.035976299182293413 0.003072464201572016 0.056580903920925532 0.0385485102873937 -0.1001742829389182 -0.067828542875254957 -0.10018570259067888 0.089395640561629963 0.031199590215647832 -0.10020088955358307 0.079663352737330731 0.062163225452655402 0.010362761076005911 0.085420703270522286 0.093430448270570343 -0.10053538985771127 0.037136599195319697 -0.086458811166614247 0.001749912454638014 -0.081307717157714399 -0.10039889140135394 -0.048626270284880924 0.033834321929984666 -0.10036249569944254 0.093759529706238673 0.036331887068067191 -0.08096537412381398 -0.0025552610568990199 -0.030329578591131213 0.046276970115932875 -0.011877317633540678
leaf_weight=0.018132148790755642 1.4098117430535566 0.025211955521456275 0.022100038284573742 0.010045666796571595 0.010892729653278366 0.0098250554933985157 0.012441559120361489 0.0065902017572625473 0.010585976442176737 0.010223292672890238 0.010691854899661735 0.0094679359663132345 0.012700078194029629 0.013461584923788905 0.0073495138194630263 0.013852733790198801 0.016303803818516371 0.014684188114188146 0.017926328185177809 0.022755702802002009 0.0039283116963132461 0.059497089096112066 0.0099773143847414758 0.0037972693498886656 0.029406205488186177 0.026901982649633172 0.036167649378256783 0.038958805787956297 0.087538385435436794 0.43779883560900135
leaf_count=16 1869 24 52 29 6 66 13 6 46 8 16 7 6 6 7 117 56 10 45 44 46 30 11 6 34 30 39 37 33 185
internal_value=-0.000124595 -0.00827296 -0.0276106 0.00166303 0.00322839 -0.00589855 0.0214439 -8.11969e-05 -0.0497848 0.000836081 -0.0054929 -0.0116947 -5.17759e-05 0.00937076 -0.00806753 0.00374311 -0.0193901 -0.0446596 -0.0496248 -0.07183 0.000921581 0.00132262 -0.047243 0.021359 0.000386611 -0.000132251 -0.0360006 0.00101369 0.0226836 -0.000469947
internal_weight=2.41903 0.275242 0.102651 0.0617634 0.172591 0.147379 0.0517178 0.0392762 0.0171762 0.137554 0.127331 0.116639 0.0892446 0.0783519 0.0648903 0.0575408 0.0448407 0.030988 0.0273943 0.0408879 2.14378 2.12608 0.0177029 0.00772558 2.06658 2.03718 0.0630696 1.97411 0.126497 1.84761
internal_count=2900 580 206 146 374 350 117 104 52 284 276 260 208 202 196 189 183 66 52 60 2320 2257 63 52 2227 2193 69 2124 70 2054
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=10 13 6 6 10 10 8 19 19 9 17 3 3 5 17 14 3 5 17 9 9 2 15 5 13 6 6 4 10 3
split_gain=0.00204748 0.00506487 0.00203252 0.0104172 0.00688968 0.00765156 0.00656071 0.00837024 0.0100059 0.0078133 0.0110406 0.00636917 0.0156269 0.0229598 0.0133983 0.0142339 0.0158584 0.0130433 0.0111609 0.0118032 0.0219689 0.0157998 0.011974 0.00946289 0.0273824 0.00869051 0.0248166 0.00931288 0.00790332 0.0173098
threshold=55.583871847050013 120.78166996855002 13.665319288000001 13.775321858200002 78.220689305400015 78.494912034700022 8.543332867800002 14.151141757350002 14.051133688400002 56.039380217300014 204.75389752000004 85.54673771085001 86.302194445500007 18.310380701750002 174.35320691475002 145.19318528500003 84.968719212850019 18.152162791050003 179.88087463185005 206.50942114985003 213.24207352880003 161.80523719825001 23.969938375100003 17.671168838450004 108.61908538635001 14.815346158200002 15.025351064900002 279.78379849440006 68.321786469100019 89.227236891450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 -6 7 8 9 -2 -11 14 13 -13 -5 -16 18 -14 -17 22 -21 -22 -20 -24 -25 27 -27 -19 29 -28
right_child=2 -3 3 11 5 -7 -8 -9 -10 10 -12 12 17 -15 15 16 -18 25 19 20 21 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=-0.10007628989379008 -0.0017832143600212136 0.10005704471849948 0.049617902512863278 0.10012262408785166 0.051953073896719548 -0.0023111781515537176 0.056026953838181848 -0.098805109448434694 0.095009201956742242 -0.074855335884117941 0.010172079378940335 0.072479270731524034 -0.051299864989370794 -0.016444819891385937 0.078369255607865534 -0.10045919620306301 -0.083780954412415939 0.080654806029898801 -0.034330125180746567 -0.0852481474555703 0.066593245795506503 -0.063973139179639968 0.058706072793142841 -0.067443272730523335 0.077215623450412357 -0.086762992770300792 0.036953903734517617 -0.0041753120223191175 -0.046375664843600978 -0.0004475322443805831
leaf_weight=0.0054598293157169788 0.072682178165877409 0.0016456793528050184 0.043652970809489822 0.0101231054868548 0.030608606224262758 0.17202113878640812 0.010363629427956766 0.014412733463956329 0.0073191134451917597 0.049057124905012017 0.02217377978439572 0.073235487332567462 0.048106656022966265 0.048109286766020887 0.014904587296769023 0.01371703150562098 0.036113316548912699 0.028195867882715109 0.043944021723291371 0.044949127354868779 0.024433179753032164 0.014932167486733761 0.050928249847856932 0.028799662990167008 0.02398114993411582 0.032119012640528299 0.13748353780829337 0.023920729619021586 0.032803369734852317 1.2380060906124808
leaf_count=114 180 1 34 3 47 855 13 16 5 162 56 29 19 34 6 14 71 23 22 58 20 33 25 36 12 23 68 21 20 880
internal_value=-0.000123861 -0.0537242 3.54204e-05 0.00130006 -0.00668614 0.00588581 -0.0211596 -0.0259888 -0.0190492 -0.02485 -0.0483868 0.000228744 0.00267259 0.0372237 -0.0130088 -0.0168687 -0.0219059 -4.87612e-05 -0.0128109 -0.00762793 -0.0374788 0.0170665 0.00941782 0.0279549 -0.00171699 0.00160315 0.000151683 0.0417191 0.00213395 0.00329083
internal_weight=2.3982 0.00710551 2.3911 2.01246 0.378638 0.20263 0.176009 0.165645 0.151232 0.143913 0.0712309 1.96881 1.66198 0.121345 0.306826 0.296702 0.281798 1.54064 0.245685 0.231968 0.0843145 0.0393653 0.147653 0.103709 0.0527808 1.49253 1.44041 0.0521166 1.40829 1.37549
internal_count=2900 115 2785 1451 1334 902 432 419 403 398 218 1417 1117 63 300 297 291 1054 220 206 111 53 95 73 48 1035 991 44 968 948
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=15 2 5 19 16 13 4 16 17 18 0 4 5 18 18 5 15 17 18 19 15 5 16 6 18 6 17 13 13 13
split_gain=0.00187265 0.00480703 0.0027656 0.0083878 0.00372891 0.00363012 0.00793124 0.00626608 0.00538885 0.00815374 0.00347051 0.00657399 0.00840629 0.00667367 0.00909188 0.00629272 0.0099492 0.00542181 0.00605952 0.00427803 0.00543489 0.0131379 0.00485583 0.0134826 0.00958768 0.0119191 0.0115204 0.00806986 0.0186842 0.0185558
threshold=50.243466369800011 311.26728953445007 32.00428233840001 13.451085274650001 19.284954903400003 117.99105042915001 269.13081826370006 22.744946812400002 183.40283206635004 11.639306137250001 85.716110573100011 175.46299761980001 21.269675393700002 11.780121045600003 11.831616630050002 25.556820288350004 46.574831689400007 172.11348093270001 13.451704604950001 14.651182102100002 46.422062705750008 23.953129400350004 22.624947093000003 16.535386346650004 13.5308213324 16.415383542800004 188.07781354100004 117.38883580790001 117.30011668960002 117.47217800995001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 8 10 9 -7 11 12 -1 -13 -15 16 19 -16 -19 20 21 22 27 24 25 -24 -27 28 -12 -29
right_child=1 -3 3 -5 -6 6 -8 -9 -10 -11 15 13 -14 14 17 -17 -18 18 -20 -21 -22 -23 23 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0094028837157399056 -0.10029213545917987 0.0095737069584570442 -0.07396010632585058 0.092531336577371351 0.033749373326512504 0.015775321659536469 -0.10023763504880112 0.044675413450276362 0.050040199864519241 -0.074984204563729659 0.00021681304869522488 -0.078083626511643703 -0.1003522331831187 0.092391587024038158 -0.077669441074687637 0.052424192610084519 -0.072543381849648966 0.016480119226564251 -0.058635942281151099 0.028813473969504722 0.055447849846249009 -0.070238812770802114 -0.031341266583282207 -0.037657494749186893 0.050387151326461391 -0.0092137926063272872 0.062116627104615754 -0.059785045726403141 0.077282563711612462 -0.0026528151492827621
leaf_weight=0.023451336816949442 0.0065483308711050672 0.010163619830152903 0.0068083670620552317 0.012210347079701478 0.0060886476567247882 0.021833721302982556 0.011187727443417117 0.031552556565884404 0.012423142354350603 0.018108055429593151 1.3121949390457364 0.010394733301497538 0.017934519670923077 0.010874174855416641 0.009093591756458963 0.023395384740751868 0.018597324035155682 0.064433843531506163 0.0128871187946622 0.053584305431286228 0.017633831190323579 0.026509742254120172 0.050966024493391049 0.043689994869055226 0.081633585461531766 0.042203928693197668 0.048849565355340019 0.07325850952474855 0.032232326338998862 0.25378416574588414
leaf_count=15 38 17 36 20 8 26 22 19 20 54 1895 54 60 7 81 20 35 101 34 26 6 28 19 19 54 18 22 25 12 109
internal_value=-0.000119584 -0.0334756 0.000117847 0.0331289 -0.0231107 -0.000238987 -0.0238095 0.00042408 -0.00748073 -0.0253715 -0.000202712 -0.0149415 -0.0488157 -0.00192268 0.00621467 0.000854333 0.000267269 -0.0046296 0.00396049 0.000932163 0.000178742 -0.000317159 0.000638892 0.0131524 0.023078 0.00738048 0.0290545 -0.00136258 0.00206445 -0.0154506
internal_weight=2.36453 0.016712 2.34782 0.0251074 0.012897 2.32271 0.0635526 2.25916 0.0523649 0.0399418 2.2276 0.149069 0.0413859 0.107683 0.0972887 2.07853 2.05514 0.0864146 0.077321 2.03654 1.98296 1.96532 1.93881 0.267343 0.223653 0.14202 0.0910535 1.67147 1.34443 0.327043
internal_count=2900 55 2845 64 44 2781 122 2659 100 80 2640 352 75 277 223 2288 2268 216 135 2233 2207 2201 2173 132 113 59 40 2041 1907 134
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=6 5 15 16 13 18 0 8 3 10 0 5 18 3 10 2 16 18 9 9 16 18 0 0 5 6 18 3 6 17
split_gain=0.00196142 0.0204808 0.00866143 0.0098438 0.0132647 0.0126072 0.0197252 0.0160227 0.00850732 0.0365564 0.0135145 0.0106653 0.0237799 0.02034 0.0109454 0.00893552 0.00731834 0.00677034 0.027391 0.01818 0.0240741 0.0169803 0.0140446 0.0100348 0.00947088 0.0076976 0.0144434 0.0138364 0.0163105 0.0195012
threshold=14.815346158200002 17.671168838450004 38.469938489650012 19.774953757550005 107.97116697695002 14.234745508550002 93.972365491700018 7.943800736700001 85.898925725950008 68.961639504150014 94.047642319350018 19.385335982600001 13.901940775400002 89.227236891450005 65.727424373200009 150.25462338360003 18.714956236300004 13.713893333650001 201.2906445504 202.37225149245003 22.584947186600004 13.601370067700001 89.738043936200015 87.393708446500014 20.206488238950005 15.785368822600002 13.278511569200001 92.359290613450014 16.375382608200002 192.15389660515004
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 -6 -7 -8 10 11 -3 12 -10 15 17 -13 -1 21 -19 -20 -21 22 24 -22 -15 26 -26 -27 29 -29
right_child=1 8 -4 -5 5 6 7 -9 9 -11 -12 13 -14 14 -16 -17 -18 18 19 20 23 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.0019649030520593395 0.06725093112340573 0.068109058550715515 -0.05858369905546839 0.046702547438065095 -0.10059689879764294 0.06294162409423408 0.044902407277480266 -0.075484373314332831 0.015930798669231645 -0.10065791294650986 -0.0083069970273834896 0.019061174502670274 -0.088098989394387345 0.04067212843613937 -0.057497352366009252 0.073364647776283029 0.043364492151523354 -0.069828279231099771 0.068321394268405486 -0.065228643679522774 -0.021022932529291813 0.050329959848685817 0.070319399800034363 0.052045951687404626 0.013788643869713006 0.043931932285147468 -0.10107140890471644 -0.10052854739330229 -0.001593972648505793 0.019871906094656878
leaf_weight=0.52334584049699806 0.046491463408528833 0.045562056322978495 0.028351257095327043 0.038877859042258933 0.024270997626587132 0.021852115110959858 0.014397153721802169 0.047631692680369042 0.046599649125710019 0.036590982644504222 0.04703573565222996 0.074752384694875107 0.041579394572181627 0.049011213937774301 0.033556642274092385 0.050957676945472485 0.038217524866922759 0.065239302799959376 0.037109721306478605 0.050200919535654975 0.030936494667457737 0.073476957451475755 0.02772942534647882 0.047890583795378916 0.021261055404842466 0.059747207444161177 0.022569804810302685 0.037112002603419736 0.63894392678391498 0.021101571254348528
leaf_count=1450 24 24 56 28 25 7 16 82 18 24 31 26 27 19 16 30 28 41 13 29 27 34 7 26 34 19 8 43 669 19
internal_value=-0.000113829 0.0018467 -0.0043849 -0.00221637 -0.00505618 -0.0371252 -0.0187596 -0.0475421 -0.000103787 -0.00196013 0.029293 0.000565759 -0.0331228 0.00278 -0.00117915 0.0410736 0.00112002 0.000419256 -0.0149218 0.00663898 -0.0111015 0.0041519 0.000285102 0.0233693 -0.0020003 -0.00461218 -0.0453562 -0.00225278 -0.00621086 -0.0568851
internal_weight=2.3424 1.60546 0.736944 0.708593 0.669715 0.108152 0.083881 0.0620288 1.55896 1.46637 0.0925978 1.42978 0.088179 1.3416 1.21589 0.12571 0.561563 1.18233 0.231377 0.166138 0.129028 0.950953 0.877476 0.0788271 0.849747 0.800736 0.0438309 0.756905 0.697158 0.0582136
internal_count=2900 1208 1692 1636 1608 130 105 98 1184 1129 55 1105 45 1060 1004 56 1478 988 136 95 82 852 818 53 811 792 42 750 731 62
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=19 16 16 16 19 17 13 8 19 9 9 16 2 19 15 19 15 5 17 17 19 15 7 7 18 4 7 5 3 15
split_gain=0.00211336 0.00395681 0.00243158 0.00728703 0.00516536 0.00993221 0.00407719 0.00932991 0.00262176 0.0140842 0.00767807 0.00547264 0.0190422 0.0145018 0.00594984 0.00505483 0.00538685 0.00582827 0.00678339 0.00582628 0.00552151 0.00456508 0.0042679 0.00908331 0.00865528 0.00964368 0.0083113 0.0109786 0.0115274 0.00933755
threshold=9.8507947922000021 8.3799804039500021 9.6249774926000011 11.934972090850001 10.650859343850001 178.50558947615002 95.870416931800023 2.5480115570500002 11.950964240300001 210.70699256735003 201.97224908750002 14.994964935250001 158.68292856370002 12.250988447150002 20.203197038850004 10.750867412800002 17.382777826050003 23.234643166550004 174.0368807394 183.58889821140002 11.550931964450003 15.867801003350001 22.087764922150004 22.296968840150004 12.903279561150002 141.65724256140001 20.940097048150005 21.964328598750004 95.367675261350016 20.742056627150003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 9 10 15 12 -10 -14 -15 -5 21 18 -18 -20 -21 -17 26 -24 -25 -26 29 -28 -29 -13
right_child=2 -3 3 8 -6 -7 -8 -9 11 -11 -12 22 13 14 -16 16 17 -19 19 20 -22 -23 23 24 25 -27 27 28 -30 -31
leaf_value=-0.10009653425461791 0.044252683979360732 0.012386813998230618 0.074802210874050201 -0.064129368944359749 -0.10008372080536668 -0.10009995352342459 0.083776592946854453 -0.10010821282730707 -0.087888612676611133 -0.073975476819696809 0.074786948791251917 -0.078349800842822351 0.065223402581162451 -0.10015397099306665 0.022210838093465392 0.0033159772003774611 -0.10018482096620918 0.073499529814555237 0.055843866259001465 -0.10022544699219749 0.013499857974680186 0.077143098840280269 0.042081639215357521 -0.041635208404452145 0.08215440068735981 0.0011191925812526603 -0.069977453862884759 0.070101018167491855 -0.043401023086512669 0.015395217309056408
leaf_weight=0.0059592108440685854 0.016339297289278298 0.006580773029675413 0.0067206188834173508 0.0078530567069673429 0.012306038501074923 0.0062814160704078859 0.0091792182247942833 0.0061665149967282664 0.030346494202156626 0.015962693802862304 0.025405717665421435 0.011987022510526191 0.024672801793570898 0.010709814430299502 0.0063177555932298892 0.013500981030915682 0.0081331216634623615 0.0082502625285485465 0.01223025399076505 0.0073389941689043772 0.010206259696190045 0.022062628926931893 0.054568344965673421 0.047099208225212297 0.014811959117650875 1.7230474401442282 0.046279786757878583 0.015156750215737702 0.021843706389432782 0.093523527273924323
leaf_count=182 70 44 38 32 149 53 13 60 74 27 24 36 42 38 20 41 16 24 17 36 30 28 37 29 5 1366 55 12 35 267
internal_value=-0.000126832 -0.0410672 9.75229e-05 -0.000288742 -0.0536464 -0.00969481 0.0276074 0.0046983 0.000316454 0.0140449 0.0262646 -0.000539425 -0.0276233 0.0162333 -0.0547528 0.0125026 0.0198665 -0.00266928 -0.0192463 0.00286187 -0.0340702 0.0491162 0.00042261 0.00189213 0.000663491 0.00180986 -0.013896 -0.0375128 0.00309359 0.00474487
internal_weight=2.30084 0.01254 2.2883 2.25662 0.0253081 0.013002 0.031685 0.0225058 2.23131 0.130944 0.114981 2.10036 0.0720469 0.0417004 0.0170276 0.0895756 0.0817225 0.0461589 0.0379086 0.0297755 0.0175453 0.0355636 2.02832 1.83953 1.78496 1.73786 0.188791 0.0832802 0.0370005 0.105511
internal_count=2900 226 2674 2531 240 91 143 130 2291 275 248 2016 174 100 58 224 192 123 99 83 66 69 1842 1437 1400 1371 405 102 47 303
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=14 14 4 14 12 2 13 15 13 7 7 12 17 19 17 17 7 12 19 6 9 7 10 9 7 9 2 12 2 9
split_gain=0.00206393 0.00996954 0.00776061 0.0105038 0.00761865 0.0114217 0.010619 0.0135694 0.0131644 0.0133658 0.0103551 0.0103167 0.00844249 0.0195926 0.0173958 0.00815498 0.0158744 0.00775117 0.00899888 0.00736883 0.00685857 0.00654575 0.0107139 0.0209116 0.0104956 0.00750265 0.00938943 0.00588453 0.0049293 0.010519
threshold=202.65261526855002 204.50376127325003 206.65670169075003 208.95018571190005 114.86856072930001 86.011634045550025 117.51519334005 37.434800281900003 108.36905878025001 24.673428656250003 22.580174331950005 131.64402048350004 199.55131508320002 14.251149826300002 194.58701840130001 189.73320545960004 22.892948161350002 113.21840097485001 14.251149826300002 14.925348728400001 201.11092673680002 22.124753953150002 62.00390986255001 187.38923140910003 21.118786167550002 192.53043113735001 70.507592614000018 58.770113158150004 122.26439358135001 201.97224908750002
decision_type=2 2 2 2 2 2 2 2 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 19 5 12 8 -8 9 -6 17 -10 14 20 15 21 -17 18 -7 -4 -14 24 -23 -24 27 -25 -27 -1 29 -5
right_child=1 2 3 28 6 10 7 -9 11 -11 -12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.019126853773823262 -0.062326317552825541 0.04581462974879047 -0.0063061593204636092 -0.021318365501487621 -0.1003289120270253 0.049910643292858832 -0.054065089647109758 0.020627117540993285 0.070315418219260142 0.027067876195041002 -0.079107053934570029 0.0055172209708107302 0.056251647527159082 -0.10074883012144045 0.04951424055748449 0.016756043068093984 -0.070686753206233605 0.096878496406277992 -0.10026188468541558 -0.093186913981949684 -0.025776864344620044 0.068947777943431793 -0.072620439959125246 0.064411767459843269 -0.059243423883252322 -0.020741908748655072 0.043620383689110254 0.066658416150556718 -0.0020011112442972715 0.074769318486928235
leaf_weight=0.017317565274425406 0.027188749766848264 0.034269600823506496 0.018043401708155105 0.020806466271736102 0.012754175342848839 0.0074564347479626472 0.03809584387306586 0.067274463093781378 0.082612374239388942 0.023243234510573529 0.03488475379447209 0.0349716827020643 0.018692414038511629 0.024994890074594878 0.079751873786790384 0.039189463859656826 0.044149870734827346 0.0068103693381260646 0.0085841223008173984 0.021270626278294458 0.022417245987753631 0.03189853104413487 0.028135735272066142 0.03219571563228385 0.033920054547834866 0.050253508699682925 0.04128869635116672 0.014855809334964665 1.3371100352293375 0.025181835632207772
leaf_count=9 36 36 32 57 28 47 33 35 55 27 39 29 12 11 35 20 35 11 9 16 30 16 27 19 24 36 31 42 2028 35
internal_value=-0.000126178 -0.00232964 -0.00120982 -0.00234276 0.00398273 -0.0028133 0.0180706 -0.00637729 0.0348441 -0.0180698 -0.0448311 0.0510432 0.00225062 -0.0309294 0.00756195 -0.00247924 -0.0295677 0.00749525 -0.0304544 -0.0533125 0.0115212 0.00655575 0.0162623 0.00519661 -0.0204333 0.0228908 0.00828771 0.0204838 -0.000893962 0.0312964
internal_weight=2.27962 1.48387 1.45668 1.42241 0.795749 0.536797 0.258952 0.10537 0.153581 0.0359974 0.0577357 0.117584 0.479061 0.0661046 0.412957 0.333205 0.0833393 0.0228509 0.0160406 0.039314 0.0411097 0.249866 0.183772 0.151874 0.0660934 0.123738 0.0915422 0.0321734 1.3831 0.0459883
internal_count=2900 2240 2204 2168 660 453 207 68 139 55 106 84 347 53 294 259 55 67 56 48 42 204 129 113 75 86 67 51 2120 92
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=7 18 16 19 7 7 6 10 10 9 7 6 18 18 15 7 4 18 2 7 3 9 10 7 7 0 18 17 5 6
split_gain=0.00173559 0.00766311 0.00956852 0.0102607 0.00740069 0.011189 0.00950368 0.00868351 0.00847933 0.00859946 0.00672479 0.0168315 0.00633654 0.0160762 0.0150574 0.0118582 0.00822198 0.0143742 0.00821385 0.0198055 0.00664677 0.0237465 0.0139162 0.00764264 0.0159069 0.0116673 0.0138962 0.0190707 0.0144178 0.0113337
threshold=24.390191290350007 13.919698996450002 22.674946976100003 14.451165964200003 23.974509389900003 23.9444576715 14.185331438000002 75.403185184700007 62.197478847950002 204.17620834730005 24.639960683050003 14.815346158200002 14.322090334300002 13.954623666350001 30.505324983850006 23.824098587650003 342.29488559810005 14.385463547100001 73.935594769650024 23.425421956250002 89.125075482450015 197.33595066125002 65.727424373200009 23.856905110850004 23.789355599150003 87.181320254150009 13.3584252364 191.89151741935004 21.042547594650003 16.375382608200002
decision_type=2 2 2 2 2 2 2 2 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 10 5 12 7 -6 -8 -10 11 -3 13 20 18 16 17 -14 -15 -20 21 -1 23 24 25 26 27 29 -28 -22
right_child=1 2 -4 -5 6 -7 8 -9 9 -11 -12 -13 15 14 -16 -17 -18 -19 19 -21 22 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0025667345720800615 -0.070411009577618366 -0.086602501159284098 0.082740524932647413 -0.07483156847395471 -0.10030491949908293 -0.064796146577319497 -0.0051743052514805028 0.020174570052765337 0.057628196887896992 0.0031408292440133359 0.0019677457354393452 0.012523220415830788 0.036863324936789864 -0.045001640628489076 -0.07916917332787958 0.092282771552783194 0.041809438031477103 -0.10012331974952804 -0.069868991629332577 0.078240521553799861 -0.048044945365023746 0.088596241077466442 -0.053564543500131317 -0.045637969240801601 0.086998759400969225 0.023391031278922531 -0.10056897039630762 0.053792645255914241 -0.017217481832920201 0.0019783422948009255
leaf_weight=0.10570319650870308 0.017227685508259927 0.030683593681516186 0.012807860279281158 0.0201066237654004 0.012081028536613192 0.027010549896203773 0.059618398630163938 0.011850445048366964 0.090570988432091326 0.042584227299812483 0.493705779730365 0.038778418093897926 0.015322548514404732 0.03127560675580543 0.048855833104198609 0.020851355389140735 0.030359821231357387 0.015317253550151122 0.01426865834841351 0.024584860336261727 0.050406449672528941 0.039158795334515162 0.047669083447886673 0.0329286322387361 0.022212291434698272 0.19199743318813489 0.023723564765532501 0.06685452721669094 0.16571326961595556 0.44642480507072868
leaf_count=123 12 68 15 20 23 11 38 35 42 38 1200 27 19 17 28 16 58 87 45 12 96 12 41 12 10 66 12 44 124 549
internal_value=-0.000122733 -0.00466005 -0.00275975 -0.00463721 0.00157684 -0.00104894 0.0187905 -0.0406456 0.0261691 0.0402027 -0.00213108 -0.0312638 0.00018657 -0.00149779 -0.0365486 0.0271808 0.00492713 -0.0316182 -0.00685675 0.0238484 0.00199865 0.0220763 -0.000776808 0.00173888 0.00335162 0.00138574 -0.00422419 0.00365042 -0.0276558 -0.00309681
internal_weight=2.25065 0.61331 0.596082 0.583274 1.63734 1.42064 0.216705 0.0239315 0.192774 0.133155 0.563168 0.069462 1.39363 1.31178 0.118985 0.081851 0.0609996 0.0306398 0.0701291 0.0388535 1.19279 0.144862 1.04793 1.00026 0.967332 0.94512 0.753123 0.563686 0.189437 0.496831
internal_count=2900 1342 1330 1315 1558 1382 176 58 118 80 1295 95 1371 1191 102 180 164 106 74 57 1089 135 954 913 901 891 825 689 136 645
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=10 5 6 5 6 16 19 0 18 18 4 18 15 7 17 0 6 12 15 0 3 7 2 17 3 9 10 18 18 7
split_gain=0.00164096 0.00448122 0.00437284 0.00344392 0.00539856 0.0092119 0.00573651 0.00443354 0.00237935 0.00517575 0.007606 0.0041165 0.0163782 0.00500056 0.0135433 0.0102693 0.0190957 0.0100486 0.00978723 0.0173396 0.00863546 0.00845055 0.00554059 0.00454118 0.0161351 0.0128331 0.0116176 0.00853868 0.00948234 0.00765172
threshold=89.912793714750009 5.1107589332000005 5.1551204485500008 2.7861270712500006 5.1551204485500008 12.644970430600003 11.450923895500003 118.45077676945002 16.873483924050003 16.402557800150003 234.33905321295003 16.083212871900006 20.203197038850004 24.891451065550005 197.57625617845002 96.249489528150022 14.545339849550002 273.64044797740007 28.777417478550003 96.943111725850017 81.430708313150021 24.815630185550003 176.58278076550002 200.83528241485001 88.727183679150016 201.2906445504 62.837331883000012 14.445615684650003 14.616109407550001 24.673428656250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 11 -11 13 -13 21 18 16 -16 -18 19 -15 -17 23 -21 29 27 -26 -27 -25 -29 -6
right_child=1 2 -4 4 8 -7 -8 -9 -10 10 -12 12 -14 14 15 20 17 -19 -20 22 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.045096556312086089 -0.10005409110807667 0.043949846669636146 -0.10003277032035957 -0.10006680684706025 0.0014257184668070952 -0.10007172678376988 0.076954708553901144 0.069436148824639443 0.018706047166220013 0.030472416565441703 -0.060378093909430088 0.097870675195320112 -0.026927697387087841 0.084368038650392149 -0.083702831998448357 -0.02954417166675069 -0.016136512509460275 0.065414727239336751 -0.10037397255988406 -0.074335107896228644 0.058454992914648521 0.062662424603994599 0.008129096263928234 -0.10106009917887118 -0.046972397820617497 -0.0075130298492374339 0.058825542053392021 0.027364830486422267 -0.087297882021601325 0.041764134735296415
leaf_weight=0.016895042113504455 0.0060622123287997756 0.008207239100499919 0.0028389571274534129 0.0051249495649020593 1.4972392155113916 0.014328197089806594 0.0071268808360400726 0.0022078965671425976 0.068360415012762021 0.012999138304110036 0.031656543715826047 0.019735918374862993 0.022509971597173717 0.011602490951190592 0.02958034437057222 0.014941334803097561 0.042229211247956755 0.023527133245394793 0.024330643643708072 0.032077956519406925 0.043962643787608613 0.022410972240322624 0.010921460343070066 0.025938882939953944 0.036396037516027491 0.059819587305355526 0.047251342439267319 0.016642453601889429 0.012728228018730192 0.048548976406010413
leaf_count=41 209 40 111 60 1369 185 11 5 175 34 54 21 42 7 44 39 38 30 54 60 37 15 22 12 36 36 29 14 32 38
internal_value=-0.000118517 -0.030969 0.00694521 0.000121274 -0.000226615 -0.0432449 0.0130651 -0.04903 0.000347942 -0.00025337 -0.0339318 0.000482987 0.0313741 -0.000169475 -0.0139338 0.00330676 -0.0169753 0.0130419 -0.0476232 -0.0241174 0.0361335 0.00164689 -0.05339 0.000863071 -0.0133646 0.00432539 0.0217628 -0.0592504 -0.022326 0.00269264
internal_weight=2.2182 0.0171084 0.0110462 2.20109 2.1842 0.0287879 0.0144597 0.00733285 2.15541 2.08705 0.0446557 2.04239 0.0422459 2.00015 0.233173 0.154241 0.0953367 0.0657563 0.0789326 0.0546019 0.058904 1.76698 0.0429994 1.74456 0.198777 0.143467 0.107071 0.0553096 0.0293707 1.54579
internal_count=2900 360 151 2540 2499 261 76 65 2238 2063 88 1975 63 1912 331 188 112 68 143 89 76 1581 82 1566 159 101 65 58 46 1407
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=15 7 10 16 19 15 4 6 16 16 4 19 7 18 16 2 0 15 10 19 19 6 4 5 7 8 5 6 15 18
split_gain=0.00162593 0.00595445 0.00554897 0.00673083 0.00627748 0.00536749 0.00622608 0.00542199 0.00484438 0.00446223 0.00660303 0.00598708 0.00381975 0.00542078 0.00351977 0.00929219 0.00985464 0.00475353 0.00471995 0.0066806 0.00995241 0.00723431 0.00643913 0.0131663 0.00949684 0.0132666 0.00921844 0.0141809 0.00826973 0.0076065
threshold=15.867801003350001 25.658442496500005 90.740838818900016 9.6249774926000011 11.450923895500003 17.183237161800005 249.88694723220001 5.0951190466500007 12.674970360400001 13.734967881700001 368.42487879595006 11.850956171350001 22.708075280250004 14.708525021850003 14.994964935250001 158.68292856370002 99.515966156650009 20.478039369150004 75.403185184700007 12.851036860900001 13.351077205700003 13.665319288000001 309.48890441440005 21.377246852200006 23.124786352450005 8.6432548896500023 22.553892743650003 16.455384477450004 25.134223482700005 14.531978590450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -3 -5 6 -2 8 -7 10 -9 -11 13 -1 15 17 -17 -13 22 21 -21 -20 -16 29 28 26 -26 -28 -25 -24
right_child=5 2 -4 4 -6 7 -8 9 -10 11 -12 14 -14 -15 18 16 -18 -19 19 20 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.069304482380067881 -0.026208238536794982 0.051416222641489255 -0.071851796681764599 -0.10011829238212125 0.02250995460783765 0.026500396974540333 0.061848904496745773 -0.10013269976482045 -0.10006277791871304 0.036529451485692109 0.0022222364570224683 -0.020635644060864055 -0.10008590805220965 0.052751855289131649 0.0015089219245354524 0.086133720788975188 -0.044980430250984499 -0.10029112014670756 -0.012786108415566794 -0.064719965023647838 0.035502456774068013 0.055575211328071153 -0.10041766075026903 0.027464495448595295 0.078925624808281969 -0.059085328365092948 -0.018771837959907268 0.068550295451970042 -0.078148146291107445 -0.026262515652027998
leaf_weight=0.0093338618566408682 0.011204540448887079 0.026080600908244378 0.0078711317837760753 0.007228337150479546 0.0098809174899656682 0.0043422695174516477 0.02833497300011345 0.010945847859254676 0.0099639237578905693 0.045472496001736196 0.014858048225462994 0.014352566204166695 0.010482953619042945 0.0059633957481821662 1.5959809106037979 0.011776350509990152 0.011169572948233508 0.015672579945757548 0.021288855892635072 0.019382054115794745 0.020271011076602008 0.056735205915174447 0.024424936819428811 0.010383882213137241 0.024072861771529119 0.023129488639938245 0.058671463845935357 0.02722838664703886 0.025923764074051725 0.031896396413145567
leaf_count=67 36 55 269 56 44 26 60 91 174 48 32 27 90 22 1207 8 36 25 53 50 49 38 37 17 31 34 54 22 68 74
internal_value=-0.000121543 -0.0144109 0.0053689 0.019442 -0.0292982 0.000397004 0.0368956 -0.0002975 -0.0616478 0.000127813 -0.0411961 0.000651073 -0.0535874 -0.0217227 -0.000167795 -0.0256001 0.0223102 -0.0622144 0.000526846 0.019937 -0.0134853 0.0369228 -0.000726995 -0.0165355 -0.0026103 0.00975562 0.0242343 0.00890738 -0.0479432 -0.0584215
internal_weight=2.19432 0.0768412 0.051061 0.0431899 0.0171093 2.11748 0.0395395 2.07794 0.0143062 2.06364 0.0258039 2.03783 0.0257802 0.0152973 1.99236 0.0529711 0.0229459 0.0300251 1.93939 0.117677 0.0396531 0.0780241 1.82171 0.225731 0.16941 0.133102 0.109973 0.0858999 0.0363076 0.0563213
internal_count=2900 603 424 155 100 2297 96 2201 200 2001 123 1878 179 89 1830 96 44 52 1734 190 99 91 1544 337 226 141 107 76 85 111
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=0 6 4 18 5 10 13 6 10 0 5 3 16 10 15 3 8 6 17 18 18 16 4 17 16 17 6 6 16 2
split_gain=0.00163841 0.00452174 0.0120571 0.0103752 0.0065665 0.00760724 0.00609439 0.00747995 0.00631579 0.00567865 0.00452277 0.0042819 0.00418884 0.00712738 0.00413335 0.00393652 0.00333535 0.00331175 0.0211432 0.00587251 0.0232991 0.0159144 0.011077 0.02584 0.0103576 0.0106551 0.00824356 0.0225299 0.0106735 0.0152777
threshold=85.716110573100011 16.525386113000007 205.67906899175003 13.434779691800001 22.665750084250003 61.917879202350001 117.66037007905001 16.415383542800004 55.855406118200008 85.253695774650012 36.806659819600007 93.82450029455002 22.724946859200003 61.86411003975001 25.575018159450003 93.964300117300013 9.5425530862500008 16.575387281250006 196.65693750130004 13.482409244300003 13.5308213324 22.674946976100003 165.01827963435002 184.59783591905003 22.554947256700004 189.57010944335005 16.565387047600002 16.515385879350003 22.614947116400003 226.19683278270003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 9 7 14 -9 10 -6 12 13 -2 -4 -1 17 19 -19 22 -21 26 -15 -24 25 -25 27 28 -22 -30
right_child=11 4 3 -5 5 -7 -8 8 -10 -11 -12 -13 -14 16 -16 -17 -18 18 -20 20 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.034825643316183354 -0.065347509361490183 0.053056476627796938 0.0062471304307984933 -0.10013816537560682 -0.011795773925877783 -0.100144372242013 0.087120867315188977 0.031323643256737969 -0.10018141617788004 0.076501709945003438 0.060289973070373072 0.03076703140980714 0.047624533400303058 0.046784902588922983 0.098520426590768886 -0.10034810063902265 0.042149497044279768 -0.05933619343578677 0.036915003809738972 -0.1006487773119237 -0.0039413613457899739 0.085989143080054953 -0.061068066675700299 0.0085208320033310202 0.0020189482322201299 0.069749043754585571 0.07100111926461275 -0.10047640383347289 0.087471012278559052 -0.0030637139745671111
leaf_weight=0.017248610478418525 0.016722686612979376 0.022157094978496161 0.012538364126221779 0.0081209393321373113 0.10362988565883602 0.0080253740114750727 0.01107571177135469 0.0058958346485269439 0.0095966022501365877 0.0090684622555272654 0.0095017824465486456 0.046695046374224947 0.018374650826444738 0.07045571609341994 0.0079216211375601198 0.019575213025881943 0.018789328831189667 0.053839801517142294 0.039614360071965393 0.023887101224317919 1.0906899722728276 0.020709202144644112 0.053349191394687523 0.058108980701945256 0.24782065246958496 0.055633159561239154 0.015099626732990035 0.023415051217170801 0.031950076547218376 0.044739526303601451
leaf_count=16 13 24 39 29 260 66 13 6 46 8 16 22 15 35 13 44 13 24 21 14 1838 19 61 26 130 20 3 19 17 30
internal_value=-0.000123049 -0.00783764 -0.0253474 0.00423865 0.00273064 -0.005832 0.0222627 0.00228213 -0.0501356 0.000361868 -0.00574139 0.000853741 0.000112023 -0.000356131 0.0419732 -0.0696568 0.000231948 -0.000198597 -0.0185362 0.000788652 -0.00283503 -0.000930187 0.0101246 0.00389939 0.0134854 0.0384686 -0.00242288 -0.00335392 -0.00140586 0.0346545
internal_weight=2.17425 0.244355 0.0919729 0.0551491 0.152383 0.130226 0.0470281 0.0359524 0.0154924 0.1222 0.113132 1.92989 1.8832 1.86482 0.02046 0.0368238 1.8481 1.82931 0.0934542 1.73586 1.25049 1.2266 0.485368 0.414912 0.361563 0.113742 1.20589 1.19079 1.16738 0.0766896
internal_count=2900 580 206 146 374 350 117 104 52 284 276 2320 2298 2283 52 60 2270 2257 45 2212 1940 1926 272 237 176 46 1907 1904 1885 47
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=15 16 5 15 13 8 9 16 16 16 8 6 10 2 6 6 18 9 4 9 6 12 10 15 0 15 16 9 14 4
split_gain=0.00177632 0.00435881 0.00243171 0.00760237 0.00319029 0.00566019 0.010663 0.00547739 0.00477602 0.00288235 0.00260659 0.00484036 0.0091263 0.00686369 0.00507717 0.00750925 0.00333241 0.00328952 0.0106027 0.00959624 0.00873014 0.00801162 0.0102563 0.00755386 0.00718503 0.0102642 0.00475094 0.00358797 0.00325603 0.00649713
threshold=50.243466369800011 22.674946976100003 32.00428233840001 30.807603489900004 117.99105042915001 10.441851282850001 196.98862600660001 22.794946695500006 22.744946812400002 19.304954856600002 9.4426310644000022 16.705390318750002 64.321360770950022 121.41360778140002 16.625388449550005 16.585387514950003 13.216310940950001 214.22994816675003 190.68865001715002 210.97856947250003 14.925348728400001 186.295507759 64.321360770950022 21.274833872300004 97.483491810050012 24.673905035600004 9.6249774926000011 219.18262328155001 148.72666206180003 155.77228353875003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 6 7 -6 10 -4 11 14 13 -13 15 17 -12 19 -19 28 23 27 -23 -21 -24 26 -26 -20 -1 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 16 12 -14 -15 -16 -17 -18 18 21 20 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.02050314643545971 -0.1002060440431945 0.0087620894582138304 -0.070713993417000534 0.09400637638977849 -0.065603066294525017 0.025466874403027702 -0.10023007104632534 0.036148730589997256 0.041160231235669864 0.026415741562589537 0.060694263777697988 0.050722718864452787 -0.10053578391378058 -0.066892079332370222 0.040723798793479739 -0.05271429473545948 -0.00614125964307672 -0.10027431313793998 0.089045761390329173 0.0053698665867979289 0.002242090221127604 0.062831057093231335 -0.064655894280445714 -0.094652322788198531 0.044776946334384136 0.056455738781040481 -0.080730306216193495 0.022713041385077751 0.050348179265929063 0.00068230704799208562
leaf_weight=0.070171144529015073 0.0060378632999679169 0.0093638469005981051 0.0060158617250926083 0.010713527259554212 0.0080193068780046728 0.017008717928547412 0.018292747758550831 0.015546766913757892 0.028395898550058862 0.00620803897101041 0.015806937666780985 0.012565810696779756 0.013845319087735675 0.0081993190186380183 0.030255583459023572 0.027217993820613517 0.014127636713823222 0.0073569040587243553 0.021408288800273567 0.010216850490579854 0.031387631978986974 0.022800369188189507 0.02008667998557101 0.028931931055193871 0.004002351770438394 0.020647810484433649 0.012239293083780467 0.013171403406252224 0.026777258015215355 1.6106119810494948
leaf_count=36 41 14 37 13 56 8 45 13 19 14 26 42 13 67 27 17 16 16 26 23 23 22 45 53 25 38 71 37 28 1989
internal_value=-0.000117527 -0.0339562 0.000126923 0.0325112 -0.000225273 -0.0231778 -0.0429438 0.00152358 0.000433757 -0.0213856 -0.000138233 -0.0005784 -0.037649 0.00428134 7.71148e-05 -0.000561064 0.0291512 0.000186119 0.0160906 -0.000902565 -0.0370481 0.0235768 0.00615053 -0.068549 -0.0165315 0.00967265 -0.0498021 0.0637796 0.000590544 0.00149452
internal_weight=2.14743 0.0154017 2.13203 0.0229374 2.10909 0.0588675 0.0418588 0.0235661 2.05022 0.0122239 2.02183 1.99189 0.0346104 0.0207651 1.95728 1.92703 0.0299346 1.89981 0.121713 1.7781 0.0705364 0.114356 0.0797765 0.0391488 0.0569761 0.0368895 0.0162416 0.0345797 1.70756 1.63739
internal_count=2900 55 2845 64 2781 122 114 69 2659 51 2640 2598 122 109 2476 2449 42 2432 280 2152 99 264 201 76 179 134 96 63 2053 2017
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=12 15 15 19 17 2 17 17 9 19 12 8 9 8 13 15 5 17 15 8 18 3 7 9 4 10 18 17 9 17
split_gain=0.00171039 0.00628286 0.00891004 0.0142808 0.00691116 0.00571914 0.00576525 0.00629027 0.00422706 0.00417503 0.00564956 0.00412768 0.011081 0.00946359 0.00894993 0.00894532 0.00686677 0.00505975 0.0131026 0.0105057 0.00609568 0.0170069 0.00645653 0.0207812 0.0101811 0.00943071 0.0103803 0.0177635 0.0170333 0.015725
threshold=92.695913642950003 28.129673635100001 26.285853065250006 12.651020723000002 193.11174173740002 71.847610775600018 166.83257850275001 167.56787829315002 197.33595066125002 13.451085274650001 254.30002952885002 8.8430989333000021 226.28914430085004 8.7431769115000026 113.96105169155001 43.376643616500012 21.964328598750004 184.59783591905003 28.777417478550003 8.4434108459500017 13.030213775350001 93.915907870950022 23.102607264700001 195.07922778810004 170.05002137425001 61.982402197500001 13.340835220050002 188.94422143290004 190.58777288605003 193.73902333365001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -2 9 -8 -3 10 -7 13 14 17 -13 -16 -15 18 -9 -20 21 -19 23 25 -24 -22 27 -27 29 -28
right_child=5 4 -4 -5 -6 6 7 11 -10 -11 -12 12 -14 16 15 -17 -18 20 19 -21 22 -23 24 -25 -26 26 28 -29 -30 -31
leaf_value=0.030232602760430723 0.033112737941406546 -0.033043697839830501 0.046847789777209943 -0.066911046740541588 -0.065070007635917332 -0.10012778882475304 0.064645132738639269 0.004297536953300954 0.01446533328007963 0.025782142332217046 0.0069612033290327117 0.03011580313067156 0.041375468693649955 0.07216598229517189 -0.088920224049422236 0.003345613664565668 0.0056033669907222146 0.068796322497682569 -0.075323598594645325 0.00098020211519808968 -0.039266110301225364 -0.028038775158555587 0.065909217908584214 -0.061499666840710503 0.0025196673643187442 -0.019689069984811607 -0.05149104619610903 0.053964261466538627 -0.10062573015345129 0.053573108376111171
leaf_weight=0.032825519575919615 0.053290580859766012 0.037282612182025332 0.038623174435088004 0.028076746910393524 0.031396612561366055 0.015019733666402302 0.015201820470885141 0.13254881963225429 0.037630090804668725 0.0065500383632866024 0.0073307909245086114 0.013493589467202693 0.021093818729809755 0.031547319384117034 0.035464688900731289 0.014932100309145824 0.030465868214378133 0.044684659683554062 0.049317334816624481 0.028455144498928497 0.048235637690474564 0.030527366987627147 0.025971938550355733 0.067353960193391238 1.0366189728474839 0.052817236988051519 0.025373883654197016 0.086162899150821204 0.019475462774547481 0.032482093315152838
leaf_count=45 30 26 32 35 20 205 24 382 22 46 46 13 24 21 53 21 21 31 66 19 48 29 12 39 1376 33 70 53 11 47
internal_value=-0.000116921 -0.008781 0.00927569 -0.0145519 -0.0256854 0.000809786 -0.000110218 0.000585029 -0.009179 -0.0444278 -0.0650035 5.20143e-05 -0.0214679 0.00110185 -0.0422161 -0.0615827 0.0394651 -0.000314215 -0.0148213 -0.0474058 0.00176181 0.0294925 0.000266157 -0.0119089 0.00406904 0.000716981 0.00963287 0.0259735 -0.0197345 0.00749514
internal_weight=2.13025 0.205835 0.0995254 0.0609023 0.106309 1.92442 1.87113 1.84222 0.0749127 0.0289006 0.0223505 1.82702 0.0849842 1.74204 0.0638904 0.0503968 0.0620132 1.68003 0.210321 0.0777725 1.4697 0.075212 1.39449 0.331901 1.06259 0.264547 0.216312 0.13898 0.0773314 0.057856
internal_count=2900 180 112 80 68 2720 2690 2393 48 297 251 2369 111 2258 87 74 42 2216 467 85 1749 60 1689 301 1388 262 214 86 128 117
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=17 17 17 7 17 2 9 17 17 9 2 5 10 9 9 15 6 17 16 17 0 5 8 6 17 10 6 18 4 7
split_gain=0.00164082 0.00817761 0.00416078 0.0092324 0.00594793 0.0106571 0.00879072 0.00359241 0.010901 0.00742032 0.00440451 0.00404005 0.00330413 0.00312953 0.0123091 0.00872506 0.00617193 0.00378179 0.0149263 0.0116143 0.0188786 0.0144486 0.00514196 0.00818658 0.00331897 0.0123617 0.0196727 0.00892753 0.00565379 0.00858818
threshold=220.68978861510001 225.39725557370005 212.33270692945004 26.153845577000002 208.12573104970002 357.36576196840008 217.83997408180002 204.75389752000004 204.53341124495003 202.37225149245003 185.83358638795002 19.302881570050001 66.447931152150019 219.38617924735004 215.80505313260002 35.194695975650014 13.915325129350002 200.83528241485001 22.634947069650003 202.56512036810003 96.811377277450006 20.361635946650004 8.1436447804000007 13.735320923550001 198.29010168345002 62.837331883000012 14.905348261050003 15.116851934050002 184.37197564920004 25.762580120700004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 7 -6 8 13 11 -11 -9 -4 14 17 16 -15 24 19 20 -19 22 23 -21 -1 -26 27 -27 -29 -30
right_child=1 -3 3 -5 6 -7 -8 9 -10 10 -12 -13 -14 15 -16 -17 -18 18 -20 21 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.00015384236239637258 -0.096512191362703392 0.0047032678502852907 0.088721181642426331 -0.059630138721374105 -0.055989505592368087 -0.081886565241756387 0.054803305071525671 0.021582951265647746 -0.078178255578530198 0.015457346914042148 -0.044498770309000762 0.084501569057283468 0.026714279481689102 3.8705621317689033e-05 0.066590725525694033 0.024392760835274765 -0.10043407213424407 -0.1003725057678868 0.074690973206412589 -0.089148555107852745 0.039825773432201839 0.044023012070863843 -0.095914500812282324 0.065535510018827889 -0.018265794021292199 -0.10013730374584216 0.060048475036242936 0.07711926341337895 0.049431157047652961 -0.10016814992823093
leaf_weight=1.4427214542814364 0.010445062852283971 0.03385601256428572 0.015374541177152312 0.0089831500485786364 0.038539309779451858 0.015588102514621283 0.0087959399154442508 0.020886634229611789 0.017601349618374118 0.03848775531685078 0.017975099642399073 0.019956060459065839 0.019484668573340969 0.0097533780138173709 0.028640876378524527 0.020339970581517264 0.016385154969526639 0.037532274815845201 0.01587573069264181 0.0066662452481978107 0.012907917704126248 0.033882112948049325 0.014015893893372322 0.0070292168602463789 0.073013924097722227 0.011771562675428449 0.084464341125567444 0.0076574089371206347 0.0074086312979488875 0.0079609895457082303
leaf_count=1818 44 143 15 59 94 66 16 35 10 37 31 11 47 39 52 30 16 38 13 45 40 18 18 8 38 28 32 6 15 38
internal_value=-0.000119225 -0.0191608 0.00029033 0.030767 -0.0003725 0.000469816 -0.0354017 0.00112718 0.000145038 0.0198567 -0.00362984 0.0523255 0.0540622 0.000895079 0.0015597 -0.0247233 -0.0629435 0.000503183 -0.0160561 -0.0289154 -0.064495 0.000221491 -0.0533337 -0.00975672 0.00179865 0.0141402 0.0339795 -0.029296 0.00691854 -0.0280567
internal_weight=2.104 0.0443011 2.0597 0.0438424 2.01586 1.96852 0.0473352 1.95293 1.85563 0.0973055 0.0564629 0.0408427 0.0348592 1.83803 1.79155 0.0464785 0.0261385 1.76291 0.127909 0.112034 0.0504402 0.0615935 0.0277114 0.0136955 1.635 0.192277 0.119263 0.0347986 0.023027 0.0153696
internal_count=2900 187 2713 121 2592 2482 110 2416 2302 114 68 46 62 2292 2207 85 55 2155 180 167 78 89 71 53 1975 157 119 87 59 53
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=9 19 12 5 5 6 6 2 4 3 16 19 15 0 18 18 12 18 6 5 4 14 7 18 7 9 14 13 8 16
split_gain=0.00155859 0.00928003 0.00748571 0.0145195 0.012584 0.0122614 0.0104914 0.0122953 0.0101314 0.00681932 0.00639286 0.00774755 0.0055662 0.00556371 0.00773256 0.00901064 0.00555107 0.00560178 0.0120494 0.0123017 0.00550453 0.00512896 0.00757225 0.0135007 0.0143257 0.00493328 0.00475057 0.00461374 0.00438684 0.00422536
threshold=187.70546222865002 14.451165964200003 150.89336347300005 20.102686929350003 21.197160116700001 15.265356672600001 16.395383075500003 125.31286365695001 239.70509694970005 108.42013948475001 22.634947069650003 13.451085274650001 37.261389050600009 71.249517373150013 13.1493823129 13.601370067700001 78.909246879600019 12.868666868750003 16.585387514950003 30.372394345600004 248.34582299520005 155.96809095785002 22.535351262400003 13.042786209850002 22.786890330450003 186.14781787895004 202.65261526855002 105.64833915220002 0.84933718570000016 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 2 3 5 -5 25 -6 -8 -4 10 11 13 -3 -10 -15 -16 -2 18 -18 -20 -17 -19 -23 -24 26 27 -25 -1 -22 -26
right_child=16 12 8 4 6 -7 7 -9 9 -11 -12 -13 -14 14 15 20 17 21 19 -21 28 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.052396769496113917 -0.02972593154812439 0.073964762576039109 0.06597329113827001 -0.093949929720323233 -0.080501526798860093 0.10009607555136356 0.041367781491585986 -0.10026060325283466 -0.10031132821860925 -0.10014090166619932 -0.10031386719543339 0.065350633570149516 0.014734147936943651 0.05045692521819746 -0.075491711986137092 -0.10013962283508977 0.084859037095760384 0.034927912690083211 -0.10024139438145768 0.039840769937728497 -0.10006479987526376 -0.045192261982737944 0.057088234154003374 -0.023444337556328351 -0.0029421289335379028 0.05739499372353072 -0.075434880284259556 0.02106405429793666 0.01189499793255501 0.012272802089825192
leaf_weight=0.02142787134595292 0.067079006618314341 0.027752871334087104 0.028665132718813879 0.032279808148814482 0.017196775057410907 0.014375316444784403 0.03102269684475778 0.0076391099761856643 0.0051833227244060245 0.0062721984742388761 0.005526450291952755 0.021517556931172521 0.037042960401350911 0.030479175618769005 0.016106912119187911 0.0048637078842830297 0.023431800568687211 0.037819436892277625 0.010123958392597388 0.016463951673358679 0.0036112610714518203 0.040165043035805037 0.038706782976919984 0.039679663439002755 1.108942313963152 0.0096852475291555606 0.031548748410557437 0.014225254901248263 0.11325994337298795 0.21848766978815515
leaf_count=122 37 15 54 19 43 7 88 54 6 46 10 37 33 61 53 21 11 27 43 12 120 36 39 18 1166 10 26 13 504 169
internal_value=-0.000122109 0.00510173 -0.000814614 -0.0184504 -0.0442442 0.0196218 -0.0155201 0.0133837 0.0102582 0.00253612 0.00574736 0.00875288 0.0401034 0.00173378 0.00487618 -0.0052025 -0.00155614 -0.000349011 0.0325771 -0.0134987 0.00409757 -0.00143586 -0.00236664 -0.00116994 -0.00278219 -0.00589401 -0.0464722 -0.0230866 0.0084355 -0.000437835
internal_weight=2.08058 0.448134 0.383338 0.147852 0.0881384 0.0597137 0.0558586 0.0386618 0.235486 0.206821 0.200548 0.195022 0.0647958 0.173504 0.168321 0.137842 1.63245 1.56537 0.0500197 0.0265879 0.121735 1.51535 1.47753 1.43737 1.39866 0.0453384 0.0712284 0.0356531 0.116871 1.32743
internal_count=2900 1316 1268 356 204 152 185 142 912 858 812 802 48 765 759 698 1584 1547 66 55 645 1481 1454 1418 1379 145 44 135 624 1335
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=15 2 5 5 15 19 4 8 9 17 14 9 18 12 2 15 9 17 16 12 6 18 17 8 10 9 17 17 13 7
split_gain=0.00164927 0.00407672 0.00231008 0.0100149 0.0088474 0.00863698 0.00755067 0.0036949 0.0105751 0.00326507 0.00245372 0.00465231 0.00626737 0.00497941 0.00700354 0.0064516 0.0045013 0.00723888 0.00739673 0.00506855 0.00422886 0.00458666 0.0037978 0.003534 0.00597861 0.00361113 0.00701269 0.0141939 0.0115898 0.00731573
threshold=50.243466369800011 311.26728953445007 25.556820288350004 24.779543538450003 35.054707749500004 13.851117550450002 376.98468903265001 5.9453602998000008 71.82068887245002 203.77077094980004 462.66931228825007 220.28141982375004 14.269756697250001 184.58092739055004 237.82463207520001 24.673905035600004 215.80505313260002 203.35246479535002 18.054957779650003 58.770113158150004 11.685273024550002 18.645258535250004 199.88268747760003 8.8430989333000021 63.431481129800005 207.37918994975004 197.57625617845002 200.39804233735001 99.381543250150017 24.673428656250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 6 7 8 -4 -5 11 16 -13 -14 15 -15 19 22 -19 -1 21 -12 -18 25 -25 -21 28 -28 -27 -29
right_child=1 -3 4 9 -6 -7 -8 -9 -10 -11 20 12 13 14 -16 -17 17 18 -20 23 -22 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=0.058528999233381257 -0.10027603221385023 0.0081269761798219899 0.032299914120995546 -0.10019532617288616 0.050783551625870484 -0.10034087844402123 -0.10011997263988298 0.096990734442282678 -0.10004529878096638 -0.011362659365841484 -0.1000627654262716 -0.10035379037991964 -0.080550418999871642 -0.042146840162129336 -0.049508045446378254 0.078706332316848898 0.022156361109490055 0.066550654868842526 -0.055629580476371822 0.0014995060563304811 0.089770726527002326 0.057198474214404875 0.10005958590772979 -0.074040301387859747 -0.0013532061493468665 0.052941985382221883 0.054661248258994433 0.023384848899337351 -0.066713828555782034 -0.04554253835955005
leaf_weight=0.014569879596820878 0.0056351853790145299 0.0090256729343609621 0.034890895294665714 0.013233194859647024 0.040985170127441961 0.0088819198727492221 0.0059459852633856327 0.0054363211557983951 0.0073010834698870033 0.0060197833746329357 0.0034122878014669631 0.010072207887475204 0.008709817431784117 0.0063997901600032483 0.014439598954126609 0.014259165663133899 0.01086997017462632 0.0077390187666708235 0.01377342433852391 1.5812739854765081 0.0080798865325704128 0.0040627643949555647 0.014748368299365211 0.017497022558217057 0.032031467049876028 0.0099818957215561666 0.033211509823217078 0.022248617847935748 0.042819198693294425 0.050011511494645333
leaf_count=9 38 17 46 56 47 49 30 9 141 7 25 11 31 43 50 19 38 27 23 1804 14 35 10 26 33 28 33 27 70 104
internal_value=-0.000119317 -0.0335398 0.000120524 -0.000656072 0.0146812 -0.00900991 0.00613157 0.0193962 0.00939832 -0.0724202 6.34704e-05 -0.000259575 -0.0292255 -0.012872 0.00392265 0.0412681 0.000583692 0.0310918 -0.0116757 -0.000213511 0.0396195 -0.0145897 0.0670049 -0.000691899 -0.0270315 5.80442e-05 -0.0143433 0.000550024 -0.0440932 -0.0243201
internal_weight=2.05757 0.0146609 2.04291 1.93946 0.103441 0.0624562 0.0535743 0.0476283 0.042192 0.019253 1.92021 1.90466 0.0538806 0.0438084 0.0350986 0.020659 1.85078 0.0471308 0.0215124 1.80365 0.0155549 0.00747505 0.0256183 1.78908 0.0495285 1.73955 0.158273 0.105472 0.0528011 0.0722601
internal_count=2900 55 2845 2523 322 275 226 196 187 63 2460 2386 154 143 112 62 2232 98 50 2134 74 60 48 2125 59 2066 262 164 98 131
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=12 8 4 0 18 8 7 4 5 17 17 9 8 6 4 8 6 17 9 12 13 6 6 17 7 9 9 9 7 18
split_gain=0.00150678 0.00571053 0.0194143 0.0139563 0.0115255 0.00611371 0.00536156 0.00458468 0.0139757 0.00644192 0.00372803 0.00560011 0.0034482 0.0111434 0.0064598 0.00424822 0.00522734 0.00485084 0.0156695 0.0105972 0.00913553 0.00842936 0.00521864 0.00389869 0.0112343 0.0354598 0.0108456 0.0141571 0.00865374 0.0162368
threshold=92.695913642950003 8.3434888241000014 143.35918460430003 92.313586825200005 15.078943968800003 9.3427090425500019 23.162127797100002 163.60960442095003 20.485565917300004 166.83257850275001 169.61846646075003 60.983947735000008 8.9430209551500024 18.080422446150003 191.71186625420003 8.7431769115000026 16.455384477450004 183.23782055230001 66.290220196950017 138.37632316000003 108.36905878025001 13.595317652400002 13.265309941850001 191.06791329340004 23.162127797100002 195.29234479735001 205.20707599510004 197.89372115420002 22.806258769100005 13.197799034350002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 -4 8 -2 -9 11 -11 15 -14 -15 17 -17 18 -12 20 -20 22 -21 26 25 -25 27 28 -19 -30
right_child=7 3 4 -5 -6 -7 -8 9 -10 10 12 -13 13 14 -16 16 -18 23 19 21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.062592040813702857 0.071990998563009931 -0.046288114362334903 -0.029585457527464405 0.052644177814805349 0.018479119638448113 0.013165210394081887 -0.10056192918203516 -0.05094795703339805 -0.01701583915018566 -0.027643298824631075 0.027777860500350977 0.054616203692809312 -0.071397125893757685 -0.036736875924658761 0.055784562807691111 -0.0028000827542604086 0.050201831502827567 0.016770465835440181 -0.072942808901096542 -0.068098267288711739 0.02454466950200573 -0.10050615554890492 0.054391487084094317 0.0033272563292109656 0.0024846674517725524 -0.10077366958690848 -0.039046705159632343 0.052009590664072396 -0.096511255372326354 0.0024541575522165388
leaf_weight=0.018412064866425104 0.033953345358895493 0.040101535621943185 0.015612121206836527 0.041142791080346797 0.016576637380950388 0.030414331014569029 0.033438054054840904 0.024691495409464914 0.036719474783708961 0.011680911833607754 0.048781223427993958 0.028392652348326664 0.026827893340481634 0.013071356866504402 0.017853287537661799 0.036845770236446529 0.037593350967284778 0.19065165358149005 0.014144070366105765 0.0071474107223181704 0.030002720639686231 0.034937552595984078 0.0067754335760241702 0.1149853091506341 0.86845573982067137 0.045735996126178513 0.041239282543187983 0.080732355148697366 0.021551959449558566 0.071833404451261629
leaf_count=15 19 27 27 21 31 25 34 289 26 26 135 70 45 16 30 31 27 194 33 33 39 80 10 122 1195 28 53 46 30 143
internal_value=-0.000116724 -0.00846 -0.0281503 0.0063597 -0.0536087 -0.0206452 -0.0779709 0.00076843 0.0257457 -0.000226657 0.000489303 0.0306387 -0.000217587 -0.0242361 0.0166772 0.000622379 0.023967 -0.000479576 -0.0181249 -0.0422004 -0.00668908 -0.0742859 -0.00848967 0.00126369 -0.00200993 -0.0262964 0.00956186 0.0150573 0.00455434 -0.0203856
internal_weight=2.0403 0.195698 0.0840389 0.111659 0.0656268 0.0705159 0.0490502 1.8446 0.0706728 1.77393 1.74924 0.0400736 1.70917 0.0577525 0.0309246 1.65141 0.0744391 1.57697 0.141788 0.0930072 0.0441468 0.0488604 0.0139228 1.43519 1.02918 0.160721 0.406009 0.364769 0.284037 0.0933854
internal_count=2900 180 107 73 92 52 61 2720 45 2675 2386 96 2290 91 46 2199 58 2141 330 195 72 123 43 1811 1345 150 466 413 367 173
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=13 19 16 16 16 13 7 19 10 13 3 9 9 17 3 3 3 5 5 15 8 16 2 5 9 16 16 6 2 10
split_gain=0.00175109 0.00314823 0.00171258 0.00683032 0.00372212 0.00455142 0.00336863 0.00256493 0.00925529 0.0157739 0.0088726 0.00676545 0.0182466 0.0120171 0.00622609 0.0174081 0.0113319 0.0209315 0.0145314 0.0108861 0.010531 0.0189124 0.00825862 0.00679037 0.00607405 0.00564216 0.0085536 0.0093747 0.00847493 0.0054274
threshold=78.890115379850016 10.250827068050002 9.6249774926000011 11.599972874200001 9.4649778668000017 83.635243980150008 20.562096111400006 12.651020723000002 72.496961945650014 104.27722550570002 82.979260196300018 205.70977008025002 202.80137809380003 189.90635174060003 85.54673771085001 84.968719212850019 86.302194445500007 18.991228132500002 18.152162791050003 27.576031546750006 7.943800736700001 18.384957008000004 83.184949473500012 18.367178700250005 209.46178856960003 15.054964794950001 15.504963742650002 11.585270688000001 205.16057895720004 75.551050381850018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 6 5 -2 -4 11 10 25 -9 12 29 -13 15 20 17 22 19 -18 -12 -22 -16 -23 -15 -10 -27 -28 -29 -5
right_child=2 -3 3 7 -6 -7 -8 8 9 -11 14 13 -14 24 16 -17 18 -19 -20 -21 21 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10007413906497629 0.03693893595362957 0.017070735973523054 0.0098153987143386277 0.023398879731404525 0.084466774451145976 -0.062414274932245717 -0.086549727858819425 0.04689845703548598 -0.10009475443144351 -0.10024592146396956 0.055991627246949983 -0.087600909279092531 0.087352674365935384 -0.047653057288293138 0.024525099119334523 -0.085086444323147242 -0.011396359242005466 -0.042062435330036119 0.0010681023234301093 -0.10046244548995463 0.040563255958359322 -0.10022408946607311 0.091870418745997509 -0.017979289698756337 0.030176947393242944 0.066800460828150318 0.027535190491344272 -0.10020272276083407 0.021249563860099751 -0.011450554506477131
leaf_weight=0.0047660261685863459 0.013247931072849384 0.0044233113699192472 0.0049537231013799801 0.087058845806965768 0.007580901584219645 0.0070723832496675234 0.01355018417009024 0.040397697062417026 0.0059963087277309359 0.024701066600698596 0.024701903388631652 0.018296061513481732 0.032134459453345698 0.014151826144825463 0.03333322274556838 0.032368590224445271 0.030701199896455367 0.026706291233381307 1.2615065723325516 0.0248145646748128 0.029888443793410602 0.022891611502586784 0.040133304299786232 0.017879322736732206 0.034405156995262587 0.015225081859114198 0.022964799859966689 0.01742186268165824 0.0085725562612424255 0.091823870423555221
leaf_count=176 67 30 15 207 21 68 182 35 33 65 18 50 25 21 14 72 20 31 1045 20 39 38 28 28 60 14 129 47 11 291
internal_value=-0.000133115 -0.0436862 6.65499e-05 -0.000280729 0.0246685 0.00235955 -0.0607516 0.000290724 -0.00118112 -0.0315188 0.000634585 0.00919058 0.0179733 -0.0185315 -0.000575153 -0.0217209 0.00133068 0.033754 -0.00113544 -0.0512073 -0.000212624 -0.0198611 0.0613145 -0.0641572 0.00749356 -0.00732925 0.00133721 -0.0190202 -0.0601496 0.00551001
internal_weight=2.01367 0.00918934 2.00448 1.97658 0.0279012 0.0203203 0.0185039 1.95807 1.6802 0.0948817 1.58532 0.27787 0.211017 0.066853 1.54493 0.12773 1.4172 0.100173 1.31702 0.0555158 0.0953613 0.0706594 0.0734665 0.0407709 0.048557 0.0701806 0.0641843 0.0489592 0.0259944 0.178883
internal_count=2900 206 2694 2538 156 135 197 2341 1687 299 1388 654 523 131 1353 195 1158 73 1085 40 123 105 42 66 81 234 201 187 58 498
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=15 2 5 19 13 17 16 4 7 5 19 19 15 0 9 15 5 16 16 18 5 10 4 6 9 7 5 15 15 18
split_gain=0.00152589 0.0038109 0.0017953 0.00645572 0.00250284 0.00506568 0.00438407 0.00422309 0.00709118 0.00405652 0.00267229 0.00283849 0.00915298 0.0118774 0.00796136 0.00330141 0.00959716 0.0157235 0.00970073 0.00488876 0.00496995 0.00914465 0.00793378 0.0117558 0.0097536 0.0128109 0.00932012 0.00444044 0.00460029 0.00525135
threshold=50.243466369800011 311.26728953445007 32.00428233840001 13.451085274650001 117.99105042915001 163.09717696605003 22.744946812400002 269.13081826370006 21.841300704500004 29.750488688650005 14.651182102100002 14.551174033150001 34.098324821200009 86.780739992750014 190.77452831370002 44.34858359035001 24.301614351200005 22.604947139800004 22.624947093000003 11.780121045600003 22.963361893800002 61.86411003975001 261.57690773345007 16.565387047600002 199.21354841250005 20.562096111400006 26.429611911700004 42.133814420300006 41.403124198950003 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 10 8 9 -7 11 15 -13 14 -14 19 18 -18 -17 -1 21 -21 23 -22 25 -24 -25 28 29 -23
right_child=1 -3 3 -5 5 7 -8 -9 -10 -11 -12 12 13 -15 -16 16 17 -19 -20 20 22 27 24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.074838147142011438 -0.1002665939269877 0.007016195754372595 -0.026440290978528125 0.091299074988665102 0.041680043374781935 -0.083316468528557577 0.040503080259816249 -0.10017590287433205 0.047758227758668378 0.0041996230636162594 0.021074968221247166 -0.069686927025611536 0.011644047202476583 0.049824219103930922 -0.064509504909925103 -0.098510477555496023 0.069869335534917018 -0.059033122378438108 -0.0073591078834862964 -0.070331008709039522 0.074774853510231776 0.012450924689742845 0.028937061188309694 -0.1003039078472735 0.044775854174216853 -0.080005289894979029 0.042885434736488384 -0.046105308865001381 0.031420013436021736 -0.0027493880297287379
leaf_weight=0.0084195877085552207 0.0052667699378575747 0.0089167756850496716 0.0095482014760882583 0.0090908037375925232 0.010108574259845571 0.014805255989642774 0.026865495862693822 0.0084880366047883626 0.010311067991949585 0.0082463963346981473 0.057336635710271255 0.024945010221926966 0.026117369116917644 0.029999047073943075 0.028939209029317681 0.02167357915713819 0.023329463464506262 0.015920742354430084 0.02531014667817999 0.018309450280994954 0.043308193453977739 0.28587412588832695 0.019342209835485846 0.0081667098685864747 0.026763689165818505 0.02442412193837562 0.010252193709845869 0.019924090954441698 0.049392835447520045 1.1089269593296665
leaf_count=68 38 17 44 20 18 43 19 22 23 16 38 16 14 17 27 35 17 46 25 20 52 161 32 45 16 42 38 27 22 1882
internal_value=-0.000138599 -0.0328211 9.62143e-05 0.0309847 -0.000198202 -0.0218521 0.000392867 -0.0371976 -0.0211749 -0.0520088 -0.00018133 -0.000851224 -0.0164218 -0.000800218 -0.0283843 0.000150783 -0.0189157 0.0175837 -0.0494072 0.00116376 0.00156007 -9.70558e-05 0.0201342 0.0463148 -0.00277875 -0.031859 -0.0206029 0.000781251 0.0014281 0.000366021
internal_weight=1.98832 0.0141835 1.97414 0.018639 1.9555 0.0519593 1.90354 0.0418508 0.0333627 0.0230517 1.87668 1.81934 0.110001 0.0850556 0.0550566 1.70934 0.0862339 0.0392502 0.0469837 1.6231 1.61468 1.48243 0.132257 0.0617271 0.07053 0.0437663 0.0184189 1.46412 1.44419 1.3948
internal_count=2900 55 2845 64 2781 122 2659 104 82 59 2640 2602 74 58 41 2528 123 63 60 2405 2337 2112 225 135 90 74 83 2092 2065 2043
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=5 15 18 16 13 7 16 4 6 0 6 17 9 19 9 14 17 10 5 7 7 18 9 7 15 3 6 7 16 16
split_gain=0.00162802 0.00822424 0.0107694 0.0144171 0.0187144 0.0109215 0.0139001 0.00999183 0.00993625 0.00944674 0.0114668 0.00737256 0.00714446 0.00707938 0.0070516 0.00908373 0.00681054 0.0128636 0.0141332 0.0105347 0.0108746 0.012433 0.00937255 0.00864288 0.0142532 0.00666 0.00997095 0.0136036 0.00657057 0.0114905
threshold=20.717225865800003 37.434800281900003 13.064341268650002 22.564947233300003 117.30011668960002 23.539316666200005 21.534949641950003 385.08236174150005 15.470361462550001 86.780739992750014 16.375382608200002 192.15389660515004 205.20707599510004 14.551174033150001 186.67271206880002 231.12292494700003 188.07781354100004 61.944763783650011 23.953129400350004 22.806258769100005 22.535351262400003 12.689322466800002 201.11092673680002 23.102607264700001 41.018034898650008 103.44111502715002 16.485385178400005 20.086029836750004 22.684946952700002 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 2 13 4 5 6 7 -4 12 10 11 -10 -3 25 15 -12 19 18 -18 20 21 -16 23 24 -19 26 27 -2 29 -1
right_child=1 8 3 -5 -6 -7 -8 -9 9 -11 14 -13 -14 -15 16 -17 17 22 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00095743907405961806 0.049407375841295349 -0.082654814418690589 -0.075027277865653816 -0.067252701248860611 0.059767406181899435 -0.084485526409225922 0.053478329462200595 0.049024844652825222 -0.10049771850721495 0.024710772967927716 0.065187591821304888 -0.014783084599902475 0.0087088474689541555 -0.077234595604347936 0.012718575712352987 -0.018844767524522327 0.065521539613625113 0.012510745781183573 -0.020253571094083996 -0.10024530031161692 0.032890628724664202 -0.10032790526681619 -0.051270623782174597 0.026237269471152555 -0.078570026789187786 -0.018471574033160919 0.064265776285860221 -0.10025659594461903 -0.07291573268065793 0.047942875738779221
leaf_weight=0.91667430894092838 0.013872669116466341 0.022494320820314329 0.028274565875285873 0.070514307291887235 0.028928533835369308 0.028018056948120318 0.022359944545314647 0.0084283158070643793 0.017925246182278975 0.18873397208881215 0.03688851627157419 0.022796645073384525 0.013815849687676796 0.0090575447911760421 0.018855675469694688 0.019751708175718363 0.058631465465253996 0.045489744748920202 0.028570155293664357 0.015826668130811683 0.032262146860134067 0.020099446617988903 0.041060198698545491 0.076221784285223748 0.027609407438387024 0.03785906490751012 0.041204589404035596 0.010802325798564993 0.011346327431965619 0.055182512446663168
leaf_count=1737 24 28 83 36 19 21 15 22 20 97 23 25 39 8 24 29 31 23 38 28 26 20 38 38 41 234 55 37 7 34
internal_value=-0.000137656 -0.00300812 -0.0168423 -0.0315928 -0.00991757 -0.0330671 -0.00867541 -0.0465404 0.00301902 0.0058598 -0.00184129 -0.0525136 -0.0478914 0.00754973 0.00305696 0.0358836 -0.00204225 0.00561088 0.0374188 -0.0264481 -0.0100481 -0.0456094 -0.0089583 0.00267672 -0.0218903 0.0149523 0.0341601 -0.0161132 0.002742 0.0036253
internal_weight=1.96956 0.986353 0.29932 0.186524 0.116009 0.0870809 0.0590628 0.0367029 0.687033 0.650723 0.461989 0.0407219 0.0363102 0.112796 0.421267 0.0566402 0.364627 0.277583 0.0872016 0.0870439 0.0712173 0.0389551 0.190381 0.149321 0.0730992 0.103739 0.0658796 0.024675 0.983203 0.971857
internal_count=2900 1122 554 196 160 141 120 105 568 501 404 45 67 358 359 52 307 209 69 98 70 44 140 102 64 350 116 61 1778 1771
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=15 15 15 6 18 3 17 17 7 17 8 15 0 7 17 0 7 9 18 17 16 12 6 9 8 5 16 18 3 3
split_gain=0.00153462 0.0193472 0.0127911 0.00635508 0.00601671 0.010957 0.00568666 0.0145088 0.0144587 0.0113292 0.0160444 0.00814905 0.0081081 0.0072957 0.00738887 0.0147185 0.0108714 0.0125804 0.0119989 0.0103606 0.00767323 0.0101825 0.00843201 0.0086271 0.0167899 0.0144599 0.00830976 0.016484 0.0178515 0.014671
threshold=31.385732506450001 32.188927121800006 31.000143748900005 16.665389384150004 12.543841250850003 103.44111502715002 188.07781354100004 186.52991945525002 22.580174331950005 184.59783591905003 8.4434108459500017 39.940798674500009 86.135510041400025 22.660992635700001 191.06791329340004 86.345209775600011 23.124786352450005 195.29234479735001 13.340835220050002 188.94422143290004 22.604947139800004 133.01805689090003 16.515385879350003 199.21354841250005 8.543332867800002 21.850554661550003 22.584947186600004 13.713893333650001 89.227236891450005 88.727183679150016
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 12 10 -3 -9 -8 -10 15 19 17 18 -16 -15 21 -18 23 -22 25 -25 27 -23 29 -29
right_child=1 6 -4 4 -6 -7 8 11 13 -11 -12 -13 -14 14 16 -17 20 -19 -20 -21 22 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0023830027613951539 -0.076584463675349199 -0.080821376884003787 0.064238548003491644 0.098680636442023309 -0.10030134244587774 -0.072494518139505346 0.023167106500439637 -0.0796404956858493 -0.046413309525586394 0.043079164954475994 0.0073482546041758719 -0.011157165175837709 0.096875074706284189 0.02053858742521697 0.040210739844657964 0.053162172763977736 0.039205621443482636 -0.091039319768576932 -0.04826390556150683 -0.064619384315228692 0.070352251974398983 0.035391665446567327 -0.024022576286077402 -0.068799300836340269 0.066405878252963693 0.024060307231881097 -0.047857930648728994 -0.011645011358940485 -0.05845462394867379 0.078734137897780609
leaf_weight=0.72528951610077452 0.034177997607052535 0.027710828356434902 0.032957172184325145 0.0061159848624756643 0.011858336426005422 0.0096235198784604403 0.043813541462753847 0.042305125782149844 0.032822508590925281 0.04825833910989985 0.080871879019300374 0.029485897630166846 0.022633969635080575 0.035430953166926571 0.026989032194251195 0.073415149517352063 0.044888199419801822 0.027666724156801603 0.03547980995753619 0.023940285515308801 0.038743466177038499 0.07542374618572012 0.036229263504083065 0.028718433071844629 0.040696449085771746 0.040302250050444854 0.0529774293098626 0.11617215299000794 0.074522329081304406 0.021245376650767867
leaf_count=1743 44 37 22 13 66 132 45 24 22 43 74 36 13 19 18 30 19 27 26 35 33 30 34 16 37 29 30 140 47 16
internal_value=-0.000148829 -0.00246839 0.00326013 0.000590841 -0.0465084 -0.00598006 -0.000208162 -0.0142789 0.00339791 0.00276438 -0.0151531 -0.0515131 0.0482742 -0.000213628 0.00169897 0.0232223 -0.00263098 -0.0349019 -0.0100393 -0.0137997 0.00247284 -0.0055614 0.0192308 0.029786 0.0154612 -0.0145771 -0.0114658 -0.00475666 -0.0190444 0.00232802
internal_weight=1.94077 1.15492 0.785845 0.752887 0.0275978 0.0157395 1.12074 0.228632 0.892111 0.156841 0.108583 0.071791 0.0664475 0.825664 0.792841 0.132786 0.660055 0.0901356 0.0624688 0.0593712 0.569919 0.385229 0.18469 0.148461 0.109717 0.0690207 0.340341 0.287364 0.21194 0.137418
internal_count=2900 924 1976 1954 211 145 880 214 666 154 111 60 58 608 586 84 502 71 44 54 431 282 149 115 82 45 263 233 203 156
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=5 0 5 10 16 5 10 15 15 15 17 17 17 15 13 13 6 5 15 19 15 6 8 0 0 8 0 13 2 9
split_gain=0.0015099 0.0126794 0.0086823 0.00542904 0.0136459 0.00700621 0.0217099 0.0106289 0.0213948 0.0130067 0.0102995 0.0142665 0.0111568 0.0079901 0.0118062 0.0208542 0.0148464 0.0162075 0.00835181 0.00801129 0.00718753 0.00864344 0.0168935 0.00478548 0.00515005 0.00511446 0.0102598 0.0138754 0.0130476 0.0106916
threshold=20.950952025950006 92.313586825200005 21.042547594650003 62.030794443850006 22.604947139800004 20.361635946650004 62.837331883000012 31.385732506450001 31.000143748900005 32.188927121800006 198.80447714770006 205.63493178080003 194.30849344835002 30.505324983850006 112.82921081865001 111.42314721645 14.835346625500001 18.092020786850004 28.566186095050004 13.451085274650001 28.321365561200004 14.325334709150001 8.2435668022500028 90.837623311600012 89.738043936200015 8.543332867800002 86.20003303655001 117.68187774410002 170.32456123625002 205.70977008025002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 7 -7 8 13 -9 12 -12 -11 14 15 16 18 -18 20 -20 21 -5 -23 24 25 -4 27 -27 -28 -29
right_child=1 -3 23 4 -6 6 -8 9 -10 10 11 -13 -14 -15 -16 -17 17 -19 19 -21 -22 22 -24 -25 -26 26 28 29 -30 -31
leaf_value=-0.032450479687929031 -0.049668058815187127 -0.088005946566996687 0.005368602716141915 0.0020643402997819757 0.057542621737338241 -0.046307706765187806 0.070284807759855891 -0.082584436941253822 0.092985578486607545 -0.0011652898180182674 0.04952487899639775 -0.041739773835062666 -0.078442348562184849 -0.055472995569112088 0.071866442954199666 -0.10043070179258365 0.075864829928135327 -0.00078082639286164673 -0.10041036110682795 0.012386988761483366 0.066941939081779631 0.017902977315847873 -0.10036288754509098 -0.05013118840714597 0.036385095922337234 0.03519737931978769 -0.070970846533369811 -0.069976762185803565 -9.8576921467185812e-05 0.012363284722282805
leaf_weight=0.042662421123942584 0.035847788333740138 0.017272947796739935 0.53287413144095996 0.38937532565431621 0.045380324723737431 0.023962923149497328 0.047881976167730045 0.030238603388397678 0.026316770883795471 0.040661090095341024 0.046540987732441863 0.027102726511742503 0.03456350985015888 0.024105646823016968 0.024077168996882392 0.019816909614746692 0.054308000073092444 0.056077447826297089 0.016731035328007238 0.010096199764575431 0.015253982099238783 0.023544403884898202 0.024800927896649227 0.018192282325344422 0.040730366694333497 0.073880845365570602 0.052469212248979602 0.03142709433723212 0.051445943657199678 0.031652218656972764
leaf_count=31 20 76 681 1283 33 17 49 32 14 38 25 35 25 24 17 17 37 34 44 16 9 20 22 19 29 106 28 32 41 46
internal_value=-0.000145086 -0.00316793 -0.00148069 0.00247105 0.00399 0.00139208 0.0313969 -0.00110406 0.00457077 -0.0227919 -0.0106467 0.0159372 -0.0366718 0.00103562 0.00318389 0.000472952 0.00386103 0.0369277 -0.00374644 -0.05796 -0.000535667 -0.00288717 -0.0427669 0.00059385 0.00172685 -9.75704e-05 -0.0121901 0.00578687 -0.0358837 -0.0286598
internal_weight=1.90929 0.885793 0.86852 1.0235 0.980836 0.935456 0.0718449 0.863611 0.684504 0.179107 0.148868 0.0736437 0.0752246 0.658187 0.634081 0.610004 0.590187 0.110385 0.479802 0.0268272 0.452975 0.437721 0.0483453 0.832672 0.81448 0.773749 0.240875 0.13696 0.103915 0.0630793
internal_count=2900 1078 1002 1822 1791 1758 66 1692 1537 155 123 60 63 1523 1499 1482 1465 71 1394 60 1334 1325 42 982 963 934 253 184 69 78
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=19 13 0 7 16 5 5 18 17 7 6 15 16 16 17 2 10 7 2 17 17 10 5 15 17 18 7 15 18 7
split_gain=0.00161647 0.00325896 0.00261995 0.00173825 0.00170949 0.0094801 0.0161208 0.0117693 0.00994307 0.0073279 0.00774089 0.0147381 0.00727807 0.0070981 0.00692089 0.00911898 0.00912827 0.0135129 0.0124013 0.0105593 0.00988428 0.00687014 0.00674579 0.00624493 0.00569537 0.00558137 0.0186375 0.0139158 0.0121406 0.0091459
threshold=9.8507947922000021 81.048947258600009 119.78425200215001 20.562096111400006 22.554947256700004 20.206488238950005 21.446355970350002 13.042786209850002 196.79617445730003 24.605072964550004 16.375382608200002 40.301031380450006 22.644947046300004 22.534947303500005 188.16174763880002 136.00952513250002 62.041548276350007 23.302979953550004 147.87428232835001 193.52305340940003 191.27887671285004 62.106071271500007 23.953129400350004 42.133814420300006 199.88268747760003 13.954623666350001 23.031046061850002 38.469938489650012 13.5538556217 22.620341628000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -6 7 -7 -9 10 11 -8 -13 23 -12 -16 17 19 -18 20 -17 -20 -19 25 -24 26 29 -27 -28 -2
right_child=4 2 -4 -5 5 6 9 8 -10 -11 14 12 -14 -15 15 16 18 22 21 -21 -22 -23 24 -25 -26 27 28 -29 -30 -31
leaf_value=-0.10007410342996809 0.0087861078481005755 0.049404144819417781 0.10007338828723927 -0.10008608658782187 0.043288482928176449 0.0091064708944787846 0.039162476816107898 -0.074313225639405192 -0.014654291610168955 0.057764263431458178 -0.013618427671180483 -0.088309003426038285 -0.013119954493226157 0.050370235179795442 0.059337281636091171 -0.0049399695996556739 0.033969370244847454 0.081420161290084225 -0.10039699252062879 0.039912234997613455 -0.1005169508934116 -0.018181257133906874 -0.016959672133263406 -0.041891703255261557 0.0617462400714648 -0.000581575121245005 0.078277978266105025 -0.08546309731589409 0.019100077489884397 -0.031350564183974271
leaf_weight=0.0047758294532823653 0.16352201772164476 0.0012641190260183066 0.0021167492959648371 0.0020220171574383272 0.040016868709699227 0.045448080549249426 0.022056890611565905 0.071034464548574761 0.046044762703672859 0.022750519747205544 0.1268416264785317 0.031917230280547937 0.02157682535892036 0.030014057476478118 0.039208858695928939 0.031745401923906513 0.022920626972336322 0.036539656233344431 0.019708227433187009 0.027767507991711682 0.016415383615104417 0.020987102851812267 0.019174673245942131 0.032809654474929117 0.017663543087110156 0.69887296336293225 0.052113419346028422 0.019863428093778168 0.10355446714012473 0.086967536699376069
leaf_count=176 498 2 1 47 32 29 12 37 30 26 130 29 24 28 25 43 8 17 26 20 21 16 29 42 12 1398 23 35 42 42
internal_value=-0.000147441 -0.0398901 0.013309 -0.0425798 6.91697e-05 -0.0039299 -0.00688322 -0.0340846 -0.0508506 0.00237975 -0.000392445 -0.0296206 -0.0579815 0.00235813 0.0054344 0.0150195 0.00685849 0.0203739 -0.024862 -0.00920055 -0.0375169 -0.0579973 0.0509762 0.0011134 0.020779 0.00236772 0.011738 -0.00292741 0.0389112 -0.00514895
internal_weight=1.87771 0.0101787 0.00540289 0.00328614 1.86754 0.679818 0.639801 0.162527 0.117079 0.477274 0.454524 0.0755509 0.0534941 1.18772 0.378973 0.252131 0.212922 0.149306 0.063616 0.0759283 0.0481608 0.0406953 0.0733779 1.1577 0.0368382 1.12489 0.406157 0.718736 0.155668 0.25049
internal_count=2900 226 50 49 2674 566 534 96 67 438 412 65 53 2108 347 217 192 142 50 84 64 42 58 2080 41 2038 605 1433 65 540
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=15 16 13 8 13 15 18 8 17 19 17 16 2 13 4 15 18 9 16 17 16 6 9 8 16 3 15 15 16 10
split_gain=0.0014772 0.00486387 0.00436169 0.00589624 0.00397695 0.00373139 0.00565212 0.00398396 0.00510352 0.00376072 0.00372449 0.00335608 0.0038421 0.00331276 0.00326396 0.00418912 0.00290481 0.00375301 0.00762613 0.00355759 0.00314202 0.00742723 0.0101533 0.00499956 0.00475157 0.00505866 0.00596163 0.0039119 0.0092064 0.00771574
threshold=15.42678483595 9.6249774926000011 95.870416931800023 2.5480115570500002 73.376087754350024 17.183237161800005 16.118666550000004 1.6487133604500002 195.44378352670003 10.750867412800002 195.53954078470002 12.594970547500003 212.09517851770002 88.740625969850015 398.10712430820007 7.712282214750001 16.873483924050003 220.28141982375004 17.574958902100004 220.68978861510001 14.479966139550003 11.260263094250002 66.750324551100007 2.4480895352000007 14.694965636800001 79.47351079420001 23.304416445750004 18.871799531050005 15.164964537700001 75.403185184700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -7 -2 -10 -3 -13 -12 15 -6 20 19 -19 -18 21 23 -23 -9 -22 26 -26 -27 -29 -30
right_child=5 11 -4 -5 14 7 -8 16 10 -11 13 12 -14 -15 -16 -17 17 18 -20 -21 24 22 -24 -25 25 27 -28 28 29 -31
leaf_value=-0.10007584044941045 -0.0041050173672310631 -0.086103438362561208 0.080054295122316335 -0.10009445028252616 0.053831961454635362 -0.10009327363784795 -0.044381014659676615 -0.036336130609948142 0.099861373393644134 0.071571600458231424 0.05925823845983974 0.041993954750326287 -0.05488069311944177 -0.10004860012591568 0.063977396217083857 -0.10005123652646636 0.081322713415733591 -0.10006869827626341 0.075606443882550806 0.010132493106214908 0.043721092198956299 0.023386877944174857 -0.100174561774602 0.060541269386852649 -0.10012396623536886 0.055174325613221234 0.0038035590191947948 -0.057565855718544029 -0.00035783995657121264 0.040946901456790995
leaf_weight=0.0026039823123350505 0.009261835153333231 0.011878721103128376 0.007121413599065817 0.0055212151049901506 0.0035934115712734629 0.0090267913548734979 0.0080203227537936073 0.0092566361190050683 0.002900945960945478 0.022566439600677057 0.0020964073774294434 0.0067247506353851341 0.010465136323282609 0.003459224747132339 0.011792726858402602 0.0034844619565390644 0.014248753326626118 0.0057710207775301114 0.0043214309923200744 0.013835919906796335 0.024847118699199089 0.010148413875640472 0.019293481057840012 0.012548516733488668 0.010980329921835508 0.012892899863331198 0.011098508344048241 0.027426815637482949 1.5094855032093017 0.046621757092623173
leaf_count=124 20 168 13 119 8 95 63 22 3 49 16 17 34 49 30 54 37 41 8 37 25 26 83 23 38 25 35 43 1499 96
internal_value=-0.000143773 -0.015171 0.0104389 -0.0079255 0.0157716 0.000386645 0.0306446 -0.000302247 -0.0477991 0.0495502 0.00802112 -0.0452286 -0.016983 -0.0399345 0.0317575 -0.0219253 0.000176987 0.0274554 -0.0248473 0.0462508 -0.00043756 -0.0248214 -0.0575838 0.0194153 0.000322836 -0.000343409 -0.0478821 0.000314058 -0.000132606 0.000879671
internal_weight=1.85329 0.0631858 0.0341172 0.0269958 0.0214746 1.79011 0.0398486 1.75026 0.0174834 0.0318283 0.00845658 0.0290686 0.0171899 0.00555563 0.0188706 0.00707787 1.73278 0.0381771 0.0100925 0.0280847 1.6946 0.051247 0.0294419 0.0218052 1.64335 1.61851 0.0220788 1.59643 1.58353 1.55611
internal_count=2900 567 348 335 216 2333 132 2201 163 69 68 219 51 65 92 62 2038 123 49 74 1915 154 109 45 1761 1736 73 1663 1638 1595
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=14 14 4 4 7 9 0 18 8 9 18 8 2 6 6 8 10 8 4 13 17 6 8 17 8 8 2 19 13 18
split_gain=0.00149529 0.00751527 0.00606768 0.00641706 0.00463882 0.0117993 0.018451 0.0107724 0.0134372 0.0107289 0.0106025 0.00728293 0.00781497 0.00786698 0.00914572 0.00742832 0.0065879 0.00616702 0.00657956 0.00596834 0.0055204 0.00306159 0.00731764 0.00571037 0.00468758 0.00615288 0.00589002 0.0058817 0.00550353 0.00918694
threshold=202.65261526855002 204.50376127325003 206.65670169075003 207.98441978950004 24.176224535650004 199.68228938305 87.568458224950021 15.064837217800003 8.1436447804000007 197.58039077460003 14.385463547100001 8.0437227585500022 74.86597289860002 16.445384243750002 16.265380038000004 7.943800736700001 61.993156030000002 8.3434888241000014 158.04546874885003 105.64833915220002 188.16174763880002 18.025421161100002 8.9430209551500024 177.48499193625003 8.7431769115000026 8.6432548896500023 178.04559883995003 14.351157895250003 117.69263157665002 13.415872650200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 9 16 10 -9 11 -6 15 17 14 -14 19 -7 18 -13 -1 -15 22 24 -23 25 28 -26 -27 -5 -30
right_child=1 2 3 21 7 6 -8 8 -10 -11 -12 12 13 20 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 26 27 -28 -29 29 -31
leaf_value=-0.10013417190590115 -0.059949993627133713 0.044547065748537118 -0.058539415593248989 -0.0017673759436128941 0.0044961657233462951 0.01933429651794355 0.066539308172793327 0.039158540240031355 -0.063501989465496775 -0.045224593682826192 -0.088357280375557096 0.0022784001928940977 0.01644411999537404 -0.025380572615265662 0.082729849593602522 -0.1003679106866211 -0.055264510741883557 0.015883933487598322 -0.057924174460211544 0.021284797304213173 0.026336671594929209 -0.05188263854401301 -0.061426064784974949 0.080404767870017102 0.074619908118250838 -0.06878819384968024 -0.0048176091827844131 -0.0035231094330763985 -0.0176823704193146 0.075456527737183032
leaf_weight=0.0051438512399385452 0.022111736399878512 0.028410428257359288 0.019890610176446333 0.97269363199713754 0.021341115783457099 0.027287730802527221 0.073721851317714027 0.048873510847828427 0.017249762895744425 0.047279899350542109 0.029018747431564407 0.037339610147682833 0.045482439047191292 0.037039147457107902 0.038379426623578183 0.012175554113582621 0.020909018868806584 0.062316745934367646 0.035331001385657146 0.019009204278720659 0.046615125366002985 0.0045828914634821185 0.020255738980239246 0.011330606226806594 0.018275759168318362 0.026241821086386952 0.019077258986783363 0.02914354861580648 0.018804810582309983 0.024243596431915648
leaf_count=36 36 36 24 1900 16 29 43 85 36 24 48 28 20 23 21 10 39 35 18 124 25 43 30 26 13 28 27 27 34 16
internal_value=-0.00013996 -0.00218393 -0.00111322 -0.00222716 0.00383682 0.00796368 0.0350846 -0.0141621 0.0123772 -0.000600011 -0.0490086 0.00562681 0.0107075 0.0251358 0.0467798 -0.0366792 -0.0130286 -0.00719778 -0.0269909 -0.00457367 0.00343811 -0.00124862 -0.0018627 0.0423076 -0.000774273 -0.00198865 0.0340489 -0.034446 -0.000218846 0.0347707
internal_weight=1.83958 1.21506 1.19295 1.16454 0.624514 0.508031 0.121919 0.116483 0.0661233 0.386112 0.0503599 0.338832 0.302503 0.167516 0.0838619 0.0363286 0.0481967 0.134987 0.0726706 0.0241531 0.0836543 1.14465 1.12874 0.0159135 1.10848 1.07113 0.037353 0.0553854 1.01574 0.0430484
internal_count=2900 2240 2204 2168 660 475 111 185 121 364 64 340 170 89 41 170 68 81 46 160 48 2144 2075 69 2045 2005 40 55 1950 50
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=0 6 4 18 5 10 13 6 10 0 15 10 15 16 7 19 12 9 15 15 0 6 5 19 7 16 6 17 6 18
split_gain=0.00149849 0.00439232 0.00953948 0.00882471 0.00549945 0.00634219 0.00508748 0.00580789 0.00554827 0.00431399 0.00367109 0.00422676 0.00363045 0.00356394 0.00422395 0.00330204 0.00336559 0.00925341 0.0135898 0.0196794 0.0146458 0.0104016 0.0130625 0.00936796 0.0130382 0.0106402 0.0112675 0.00861549 0.00859426 0.0161692
threshold=85.716110573100011 16.525386113000007 205.67906899175003 13.434779691800001 22.665750084250003 61.917879202350001 117.66037007905001 16.415383542800004 55.855406118200008 85.253695774650012 20.742056627150003 55.94143677835001 25.575018159450003 19.284954903400003 18.742910346600002 14.651182102100002 133.01805689090003 182.75300319265003 32.895435401150003 31.385732506450001 87.568458224950021 14.835346625500001 16.579584939650001 12.651020723000002 24.815630185550003 15.104964678000002 12.315287744750002 182.72552322705002 15.025351064900002 13.849588037450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 9 7 12 -9 10 -6 13 -4 14 -12 16 17 27 19 21 -20 22 23 25 -25 26 -19 -2 -23 -30
right_child=15 4 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 18 20 -21 -22 28 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.070087931083005511 0.018592709040208065 0.052435687198148055 0.0023677417959559969 -0.10013356145342983 -0.10029001519274028 -0.10012132813814503 0.086268458540317727 0.036613213401567216 -0.10016051544379256 0.075729009361961877 -0.10009849485917706 -0.013403660627302355 0.098319192093848401 0.064819514444337728 0.070014890779655739 0.026400352420306417 -0.0030928168260420884 0.045144510220570797 0.015599653508290033 -0.063275743444612717 0.085022448594426314 0.068774155302141968 -0.03711569431062902 -0.10036333202097512 0.040657903956628577 0.08678133442359115 -0.10018273688065965 -0.10025547244703999 0.04795923806219432 -0.043614221335805559
leaf_weight=0.030839132574988937 0.010256368573969499 0.019283155960295062 0.010144300349779201 0.0071454440937550592 0.003882852980219286 0.0066604030212680234 0.0090875992482324364 0.0046816036096970501 0.0080927644751214167 0.0071120883658295489 0.0033895384873381387 0.065054677111788806 0.006450850110755634 0.014755445160233194 0.0025635657993916539 0.049153603256854583 1.0685160767632984 0.015740568254128728 0.11195818493433762 0.044698191827819755 0.041709431865456281 0.039281756744458107 0.079756558091389707 0.012824966452626541 0.013412704057117253 0.028053447073943971 0.008070238557365883 0.015049522270565774 0.048742858605692163 0.031901635238497761
leaf_count=60 34 24 39 29 45 66 13 6 46 8 70 119 13 35 7 32 1785 64 59 30 18 15 79 20 25 19 26 54 27 33
internal_value=-0.000128708 -0.00831438 -0.0271302 0.00192026 0.00340767 -0.00573396 0.0208822 0.000650148 -0.0500351 0.000763244 -0.00518418 -0.000878348 0.0396659 0.0384692 -0.0268431 0.000878084 7.9018e-05 0.00683764 0.00996929 -0.00169269 0.0344428 0.00821661 -0.00864969 0.0204194 -0.0282732 0.0450526 -0.00411151 -0.0520868 0.0304177 0.0117343
internal_weight=1.81827 0.199143 0.0764417 0.0456026 0.122702 0.103419 0.0384571 0.0293695 0.0127744 0.0967582 0.0896461 0.0857632 0.0165952 0.0207085 0.0059531 1.61913 1.56997 0.501456 0.476151 0.322483 0.153668 0.277785 0.157858 0.0781019 0.0262377 0.0518643 0.0238108 0.0253059 0.119926 0.0806445
internal_count=2900 580 206 146 374 350 117 104 52 284 276 231 52 112 77 2320 2288 503 415 338 77 308 233 154 45 109 90 88 75 60
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=15 13 7 15 14 16 15 12 10 7 10 2 5 2 7 2 6 10 16 5 6 14 18 17 8 18 7 14 6 13
split_gain=0.00148112 0.00840139 0.0100758 0.00243272 0.00196535 0.00437509 0.00405443 0.0035538 0.00544356 0.00878224 0.00543893 0.00391383 0.00623135 0.00541568 0.00759195 0.00355959 0.00781515 0.011356 0.00755967 0.00998424 0.0128524 0.0094801 0.00956065 0.00903867 0.0122466 0.0077035 0.00765985 0.00686234 0.0117914 0.00584911
threshold=46.574831689400007 117.61735474900001 23.539316666200005 46.422062705750008 462.66931228825007 22.514947350300002 15.735822416950002 329.98224707875005 63.154569942350008 25.203872206850004 65.727424373200009 297.58713971970008 20.569643378550001 270.91232589630005 29.051461262900002 188.32206997295003 16.515385879350003 61.923256118600001 22.644947046300004 22.504913082700003 16.455384477450004 300.04156750970009 13.987466292050001 208.12573104970002 7.943800736700001 13.216310940950001 24.373474566200006 273.92331737140006 13.400313096150002 101.27690623215001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -9 -10 -11 13 -13 15 -15 27 18 -18 19 21 25 22 -17 -23 -25 -21 -24 -1 29 -29
right_child=1 2 -4 -5 5 -7 -8 8 9 10 -12 12 -14 14 -16 16 17 -19 -20 20 -22 23 26 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00014434990111328243 -0.081591012681513655 -0.06586460558259033 0.054013493591429422 0.039968202271182231 0.045665488174941239 0.10005660804431611 -0.10006760724460012 -0.06713113808451493 0.062443697627245678 0.06849583226841989 -0.078005216516218556 -0.019910460762688559 0.081666344591257378 -0.06140660150206162 0.069335070497580753 0.094237031888110279 0.010583026963447748 -0.09668822361029758 0.060313723591491508 -0.0060026791920306721 0.021207350214766885 0.020076048505021857 -0.06209488318124258 0.036004485025259082 -0.096252337936604523 -0.10035858536492637 0.045206095288324193 -0.029444251123518689 -0.080108974193425067 0.061386914011731158
leaf_weight=1.2151164273085169 0.014217055147583646 0.010873395944948516 0.019739851188205648 0.015356028294263413 0.0048351332503927535 0.0062036847230046996 0.0031545097095282415 0.019919287018608123 0.012828067875463312 0.0031649431821278986 0.012714754205980228 0.010275756694902216 0.014649190608224671 0.027554089955559191 0.0052949500408772101 0.029934243377624514 0.025548169236618179 0.016080113423811326 0.033292102996711037 0.014132707325615002 0.034781783387188625 0.10205649899663527 0.0090415819312283929 0.011707998840947198 0.01741577687772633 0.022314738774522169 0.025182764349381159 0.016320620977978595 0.029219619683544806 0.012534465413637008
leaf_count=1482 76 38 18 11 43 6 32 39 50 8 87 54 19 98 32 23 53 23 28 19 26 248 21 63 29 30 54 144 31 15
internal_value=-0.000118626 -0.0180667 0.0114345 0.000340991 -9.68351e-06 0.0370494 -0.0118736 -0.000315301 -0.0269645 0.000905687 -0.0488065 0.000459532 0.0397895 -0.000135478 -0.0403323 0.000682286 0.00974828 -0.0308536 0.0153849 0.00977362 -0.0222757 0.0214602 0.0529608 0.00605367 -0.043084 -0.0637715 0.0168587 -0.00174935 -0.0353312 0.0100122
internal_weight=1.79546 0.0448303 0.0306132 1.75063 1.73527 0.0141933 0.00798964 1.72108 0.0486271 0.0287078 0.0158797 1.67245 0.0249249 1.64753 0.032849 1.61468 0.341488 0.0416283 0.29986 0.266568 0.0712292 0.195339 0.0641586 0.13118 0.0291238 0.0364474 0.0342243 1.27319 0.0580747 0.0288551
internal_count=2900 132 56 2768 2757 81 75 2676 184 145 95 2492 73 2419 130 2289 617 76 541 513 75 438 98 340 92 49 75 1672 190 159
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=16 5 5 18 2 7 6 15 17 5 2 10 9 0 18 16 16 15 12 15 18 7 15 15 16 16 6 16 17 15
split_gain=0.00136189 0.00791784 0.0126635 0.0107163 0.00841461 0.00648483 0.00620398 0.0209748 0.00893654 0.00869524 0.00785962 0.012031 0.0110399 0.00946752 0.00937504 0.00663171 0.00563844 0.00495709 0.00484474 0.0083744 0.0071758 0.00715093 0.00687494 0.0134846 0.0100357 0.013616 0.00654829 0.00959725 0.00783037 0.00687089
threshold=22.554947256700004 20.206488238950005 21.446355970350002 13.042786209850002 147.87428232835001 24.605072964550004 16.395383075500003 39.940798674500009 187.45953903175004 22.782602051550004 163.32842070695003 62.041548276350007 190.24759545780003 86.280686780500005 13.258783262950002 22.644947046300004 22.534947303500005 42.133814420300006 322.29449443480007 39.702469286500012 14.752187928300001 25.203872206850004 38.469938489650012 37.80636766060001 22.494947397000004 21.979948601300006 17.765415086100003 21.774949080700004 179.3150319858 36.168474401900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 -3 -5 6 7 -4 9 -8 12 13 -10 14 -12 -9 17 18 19 22 -20 -22 23 24 25 26 27 29 -28 -1
right_child=1 2 5 4 -6 -7 8 15 10 -11 11 -13 -14 -15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0026014237977195522 0.040297646335703013 0.010279025960256519 0.042775220870791442 -0.071249214728121069 -0.014750270546155473 0.055384899066232965 -0.064227628739195672 -0.088917180052840078 0.086099828174746984 0.00097246640805319362 -0.062524039582878263 -0.054516239302678918 0.012341703430986607 0.048600516698314861 0.014443025399963384 -0.018549220700500382 0.046473550032159923 -0.038547741086659038 -0.10021017570032845 0.047029100706890509 0.053233263495888063 -0.043206745378565586 -0.043335258493658796 0.098479126704321074 -0.077900035796254749 0.07110591927160835 0.030716611040095983 0.10008841206782629 -0.10035023117734165 -0.046724328332097692
leaf_weight=0.84092553219595678 0.038254778349710139 0.043893534151720814 0.029887523371144198 0.064691630017478019 0.044488677873914639 0.021554139770159964 0.031422949956322554 0.033743350500497815 0.031808458596060518 0.05859756468186883 0.021711815880358643 0.030649084831031015 0.056054509830573807 0.05130265568732284 0.058375623176644353 0.022207016776633282 0.027758287471897236 0.031052397658901998 0.011064064554877961 0.042123958460507538 0.012292657293741627 0.020528382459628958 0.033053556265599582 0.014582256027779295 0.015625003572495189 0.028385868465193198 0.0069319870844086742 0.0098745956784114242 0.013311231596389916 0.02922136045739876
leaf_count=1779 32 29 16 36 31 26 23 32 23 83 44 37 35 22 70 27 28 42 53 30 43 161 19 8 9 14 106 4 16 22
internal_value=-0.000118307 -0.00381341 -0.00662402 -0.0314506 -0.0482271 0.00187179 -0.000837312 -0.024859 0.00522868 -0.0217866 0.0149602 0.00190122 0.0390439 0.0150616 -0.00642285 -0.0609877 0.00195769 0.000843431 0.0019782 0.00335932 -0.0305643 -0.0070865 0.00150478 0.0030505 0.00157681 0.00291405 0.00076392 0.00205744 -0.0554684 0.000944961
internal_weight=1.77537 0.638643 0.600389 0.153074 0.10918 0.447315 0.425761 0.0858379 0.339923 0.0900205 0.249902 0.162039 0.087863 0.13139 0.0800874 0.0559504 1.13673 1.10897 1.07792 1.03404 0.0438851 0.032821 0.991911 0.958858 0.944276 0.928651 0.900265 0.880021 0.0202432 0.870147
internal_count=2900 566 534 96 67 438 412 75 337 106 231 173 58 136 114 59 2334 2306 2264 2007 257 204 1977 1958 1950 1941 1927 1805 122 1801
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=0 6 6 4 18 10 5 17 19 5 9 8 2 15 13 7 18 6 5 16 3 3 6 18 13 0 13 19 4 12
split_gain=0.00149079 0.00390287 0.00812209 0.00756009 0.0100075 0.00702544 0.00715514 0.00462984 0.0034242 0.00423229 0.00580461 0.00815455 0.00854738 0.00438466 0.00299469 0.00690564 0.00338932 0.00280987 0.00269765 0.00423974 0.00265494 0.00750852 0.00785855 0.00433273 0.0141216 0.0182346 0.00825146 0.00772474 0.00541099 0.00533578
threshold=85.716110573100011 16.525386113000007 16.505385645700006 205.67906899175003 13.434779691800001 62.009286778800011 22.694406402050003 188.73286619890004 13.351077205700003 30.133297129900004 191.40721473735002 8.3434888241000014 118.29074621970001 43.376643616500012 117.66037007905001 19.617375644250004 13.042786209850002 18.155424198600006 29.239824992700004 18.714956236300004 93.770731131900007 93.58791597905001 16.475384944750001 13.278511569200001 113.96105169155001 86.530713386650021 111.42314721645 14.351157895250003 141.65724256140001 82.187369520450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 6 -3 -1 18 10 11 12 -10 -12 15 -5 -17 20 19 -8 21 23 -23 24 26 27 -2 -26 -25 -30
right_child=17 5 -4 4 -6 -7 8 -9 9 -11 13 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 28 25 -27 -28 -29 29 -31
leaf_value=-0.10016683620183411 0.014181986448238058 0.070732668921273167 -0.10029281246173818 0.066665782058252784 -0.10013129978871023 -0.10015883952828682 -0.10005946152067061 -0.0087448572100618949 0.06392755872493934 0.040000345045821561 -0.064834892636024571 0.081430100566282804 -0.10021293790666533 0.0086493237243998409 0.094317780337498824 0.023731252810017159 -0.10009802197783374 0.047107331658989511 -0.10019517630011583 0.082764103289295121 0.018848272196549568 -0.10019325669950319 -0.011535296031779583 0.063258904137937486 -0.028158494837589115 0.080515526021817579 -0.064509066353796232 0.030136711740533596 -0.05298544631562712 -0.0011658068664158533
leaf_weight=0.01182860823647236 0.024309974034224413 0.015826499314925968 0.012470022014153814 0.013679440698979306 0.006108759537021057 0.0062927964325329979 0.0023415009132567999 0.010418477788334712 0.0055340403429227081 0.024527943029511334 0.020965676691702129 0.013224056308104082 0.0074344495096081431 0.01325239197401773 0.0076390948938751526 0.0039163530180879036 0.0050742867818509563 0.013050435678451211 0.0059209295443765075 0.0027679002814693376 0.075123869947560595 0.014824300529781342 0.030708162840248576 0.012829697341658064 0.039785901009963709 0.049074564012698829 0.029490409651771188 0.053027051132005454 0.020205349109456594 1.1990248165153001
leaf_count=45 36 18 24 17 28 53 66 9 20 50 37 10 43 20 10 31 42 11 54 3 47 28 39 6 28 27 9 27 36 2026
internal_value=-0.000115559 -0.00849823 -0.0270023 -0.0114234 0.0166344 0.0026484 0.00843527 -0.0573532 -0.00183837 0.00496864 -0.00925495 0.0261748 -0.0301693 -0.036375 0.0401683 0.0219216 -0.0461576 0.000900285 -0.0542554 -0.00101901 0.000510838 -0.000424204 -0.0404002 0.000850676 0.0146733 0.031215 -0.0289521 0.00514745 -0.00134476 -0.00202457
internal_weight=1.75068 0.189223 0.071135 0.058665 0.0364179 0.118088 0.111795 0.0222471 0.0959689 0.0849386 0.0604106 0.0261925 0.0129685 0.0342181 0.0303092 0.0226701 0.00899064 1.56145 0.0110303 0.0051094 1.5484 1.47328 0.0455325 1.42775 0.195688 0.141888 0.0538004 0.092813 1.23206 1.21923
internal_count=2900 580 206 182 128 374 321 54 303 180 130 73 63 57 100 90 73 2320 123 69 2309 2262 67 2195 127 82 45 55 2068 2062
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=6 6 10 0 19 13 17 10 7 0 18 10 3 17 8 0 16 16 4 9 10 10 10 0 0 5 18 9 9 16
split_gain=0.00138729 0.0092912 0.00518144 0.0061913 0.00624698 0.00571424 0.00497858 0.00636823 0.0087809 0.00456946 0.00631816 0.00453435 0.00439656 0.0111721 0.0161823 0.0105856 0.0120797 0.0063385 0.0119618 0.00593906 0.00504614 0.0232535 0.0208157 0.0175833 0.0104949 0.00653893 0.00464227 0.014884 0.0140887 0.0130727
threshold=13.665319288000001 13.775321858200002 78.220689305400015 97.671683879200017 12.651020723000002 103.58091484995002 166.83257850275001 68.579878449600017 20.778835947700006 97.835679825150024 15.556223714900002 78.433077497700012 85.54673771085001 192.00356210945003 7.943800736700001 93.442739239950015 19.214955067100004 15.444963882950001 194.78797560380002 214.57164835430004 66.697957758300021 66.318885161900013 65.727424373200009 92.031298721500022 89.99344745865001 19.500380888400006 13.713893333650001 201.2906445504 202.37225149245003 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 -1 8 -8 10 12 -4 13 17 -15 20 -17 -3 -19 -16 21 22 24 -22 25 -14 -27 -28 -29 -30
right_child=1 9 11 4 5 -7 7 -9 -10 -11 -12 -13 15 14 19 16 -18 18 -20 -21 23 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.10008822850115016 0.053824741069418869 -0.030900725455683301 0.056089443867017898 -0.10010120228055877 0.015367952814006609 -0.071334730074482752 0.027708331256293895 0.024510508451404001 -0.071070202550019904 -0.048324503819471065 0.048631114988833851 0.00027132606579496394 0.056016734382989444 0.033014239874905323 -0.090644554005712627 0.084212615162711779 0.0027609254506383092 -0.017097069275337298 0.062860321232183644 -0.0063623720908948141 -0.07619462623420041 0.065900349591331273 -0.087029908415546336 0.0047001074117819482 0.071195251257966038 0.0014517425584181405 -0.066239833886497498 0.065504417667795814 -0.056588123063405452 0.018404462284236256
leaf_weight=0.005218372241955759 0.032749598703958216 0.033234277098927012 0.016210703485654676 0.016267929930108949 0.016969514210359193 0.013769240583542341 0.015256288340196988 0.048215425743119766 0.021943469451091602 0.01934312761500212 0.02687502894829652 0.14235334591322113 0.019766707846429088 0.019287474082375411 0.04237551407680229 0.032461832378203215 0.041465678893189306 0.03868910534583847 0.036232202788987422 0.010415837005526285 0.038083164540726688 0.053649648303689901 0.027807189028571599 0.091252763550983218 0.020703247937490232 0.6873965283267135 0.045040942788432403 0.026521418694755994 0.044142767522316717 0.04910067664241069
leaf_count=32 34 22 35 95 41 48 22 130 64 36 52 867 12 22 83 24 30 37 36 21 54 31 15 39 15 867 40 13 35 48
internal_value=-0.000113334 0.00117147 -0.00634467 -0.0205404 -0.0499903 -0.02347 -0.00526641 0.000526652 -0.0305594 -5.68487e-05 0.000617507 0.00597786 -0.00033295 -0.0148778 -0.0453756 0.00189356 0.0385267 0.0054471 0.0215706 -0.0740155 -0.000560705 0.00190336 -0.00182667 -0.0191195 0.000827451 -0.000843298 -0.00216216 -0.0172356 0.00119388 -0.0170981
internal_weight=1.7328 1.43659 0.296204 0.13764 0.0470067 0.0307388 0.0906336 0.0854152 0.0371998 1.40385 1.3845 0.158564 1.35763 0.180234 0.0720788 1.17739 0.0739275 0.108156 0.0749213 0.0527914 1.10347 0.974129 0.920479 0.129336 0.892672 0.871969 0.852202 0.164806 0.119765 0.0932434
internal_count=2900 1566 1334 432 184 89 248 216 86 1532 1496 902 1444 221 126 1223 54 95 73 104 1169 1076 1045 93 1030 1015 1003 136 96 83
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=0 6 6 9 10 19 8 5 19 6 7 12 9 3 16 9 14 18 9 18 18 2 14 6 2 18 18 15 5 16
split_gain=0.00137826 0.00338244 0.00744703 0.00661722 0.00750331 0.00393649 0.00620939 0.00493527 0.00392269 0.00361466 0.00751208 0.00356953 0.00419698 0.0084409 0.00361104 0.00308877 0.00272784 0.00726738 0.0113388 0.00715047 0.00604176 0.00602417 0.0145621 0.0135727 0.00758167 0.00735795 0.00986628 0.00709318 0.0263754 0.0161193
threshold=85.716110573100011 16.525386113000007 16.505385645700006 186.14781787895004 61.928633034850002 13.351077205700003 8.543332867800002 30.133297129900004 14.451165964200003 16.395383075500003 19.617375644250004 145.39241760245002 66.290220196950017 94.92945658615001 22.674946976100003 200.12618528045002 202.65261526855002 13.197799034350002 188.53841931785004 13.278511569200001 13.075178189100003 188.32206997295003 284.7527778226501 16.515385879350003 185.26507771735001 13.3584252364 13.565012728250002 39.283112803100003 20.717225865800003 20.564951910200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 11 8 -8 10 -1 14 -13 -14 -7 -10 -2 18 -18 -19 -20 24 -23 25 27 -24 -27 28 29 -21
right_child=16 5 -4 4 -6 6 7 -9 15 -11 -12 12 13 -15 -16 -17 17 19 20 21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.036615806665043514 0.0070219034583743727 -0.056023340574531705 -0.10026528095999865 0.015002300751197024 -0.10014008804767023 0.013563584973517732 0.0079684794104885447 0.034247753254124817 -0.028381603581891093 0.05585469976177853 -0.10006707051651756 0.074249542001612684 0.033933854073962863 -0.10018664988929926 0.10005603460296707 -0.10018591233606784 0.014023175319447509 0.037613011039742197 -0.024384363573007512 -0.006338037938695161 -0.093488480253415454 0.080842496299231639 0.069538224267446797 -0.08375606841186857 -0.066462313265067255 -0.062497722794891332 0.0078977194357878512 0.018612324735713209 -0.059014654574846385 0.065086174745163469
leaf_weight=0.011325939313849287 0.48812966438362781 0.010550462277765016 0.011302634164664704 0.0097646415306371637 0.013462198896967204 0.0079516518193258889 0.014146914508738728 0.014556799393084408 0.01449072966033782 0.014266861182164803 0.0062343064467580414 0.0076921216300434017 0.013639960449868482 0.0071533353744790409 0.012283710952033289 0.010213155787596406 0.034732267543347239 0.049137351758645309 0.024441957235339373 0.25990702949274924 0.026228659264980081 0.02540311039365406 0.017763792236678455 0.017354264141317799 0.021856925976635466 0.021227050008462811 0.32080742371166737 0.09267832412797361 0.09178473914244023 0.035970873752376065
leaf_count=21 439 163 24 12 56 41 21 14 13 28 65 16 17 41 11 37 42 32 25 626 26 20 12 25 37 43 868 39 58 28
internal_value=-0.000117474 -0.00841843 -0.0263296 -0.0111506 -0.0517338 0.00212948 0.00813701 -0.0154139 -0.0340213 0.0184664 -0.0119099 0.0339534 0.0111399 -0.0122064 0.0660681 -0.0580672 0.000855514 -0.00204068 -0.0299875 0.000461432 -0.0601548 -0.00155628 0.0075577 0.0026216 -0.00886193 0.00678788 0.0035289 -0.00624094 -0.0121826 0.00234524
internal_weight=1.70646 0.179035 0.0663566 0.0550539 0.0232268 0.112679 0.102128 0.0534076 0.0388508 0.0318271 0.0175602 0.0487208 0.0284854 0.0207933 0.0202354 0.0247039 1.52742 1.03929 0.0854029 0.953891 0.0506706 0.904754 0.402556 0.377153 0.502198 0.359798 0.342034 0.480341 0.387663 0.295878
internal_count=2900 580 206 182 68 374 211 85 71 114 86 126 74 58 52 50 2320 1881 93 1788 51 1756 968 948 788 923 911 751 712 654
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=15 13 7 15 19 16 13 9 9 10 13 2 18 3 16 17 10 18 0 9 10 18 15 9 2 15 15 6 15 7
split_gain=0.00135675 0.00683546 0.00822158 0.00238513 0.00176955 0.0016808 0.00702588 0.0097976 0.0150114 0.0140852 0.00973749 0.00941044 0.00794871 0.00811325 0.010527 0.00631809 0.00758087 0.00667546 0.0090467 0.00984564 0.00828008 0.0068204 0.00573141 0.00542637 0.0088816 0.00507501 0.015218 0.00885515 0.00792101 0.00702898
threshold=46.574831689400007 117.61735474900001 23.539316666200005 46.422062705750008 14.351157895250003 22.624947093000003 117.38883580790001 197.58039077460003 196.16158123080001 62.116825104000007 117.30011668960002 184.66468190290001 13.3584252364 93.308316333450009 22.614947116400003 187.45953903175004 61.993156030000002 13.075178189100003 86.280686780500005 197.19111486365003 61.93938686740001 13.878370392300001 42.385947950200006 190.77452831370002 95.052090232450013 37.434800281900003 36.168474401900006 15.785368822600002 35.194695975650014 23.031046061850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 6 10 8 9 12 22 -9 13 -8 23 16 -7 -17 20 -20 -19 -21 25 24 -15 26 28 29 -1 -27
right_child=1 2 -4 -5 -6 15 7 11 -10 -11 -12 -13 -14 14 -16 17 -18 18 19 21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-1.183842794303522e-05 -0.014593205716637357 -0.063173012827317271 0.050069809448352015 0.041303126671279285 -0.10013120588409707 -0.00083732640914080262 0.061385019757253724 -0.065457303519016519 0.077925134105913396 -0.071175507550500686 0.06378548399351297 -0.0038366993245515543 -0.035786461127396411 0.049262187244167005 -0.072252677412228614 0.051392112199921763 -0.072230804114545175 0.016008973600236776 0.07655944524625477 -0.016577419644867194 -0.052278881472244423 0.043450595369669463 -0.057413166433987174 0.067687996118272586 -0.075874731777800922 -0.046365952889491704 -0.064556281457575929 0.075546932209033399 0.042893589704509419 0.031376866721097504
leaf_weight=0.84487528740595486 0.0032335123927219609 0.0099745787255662854 0.017945524947208469 0.014080559616559074 0.0095951738551773857 0.071380496430208384 0.030454215535428264 0.060630789105545091 0.021018842060584575 0.032041500104242004 0.025039872567503951 0.041917123542447143 0.036499166152978546 0.012585039487021277 0.015678315998229664 0.042352812095487025 0.018787813892686245 0.033345820028984008 0.028013619470584672 0.047125551864155568 0.037979648395207732 0.03163336692887242 0.016713964952459803 0.016800876294382761 0.010325069009688548 0.018541336699854583 0.03554034587639876 0.024800070637866156 0.045337486349183109 0.031198736977948727
leaf_count=2065 25 38 18 11 51 71 15 36 7 17 17 34 27 14 13 31 19 39 21 24 41 34 28 13 63 7 24 20 31 46
internal_value=-0.000124136 -0.0181492 0.00961332 0.000322451 -0.0785711 -3.14215e-05 -0.00158885 -0.015715 -0.00135941 -0.0121537 0.00217909 -0.0402695 0.00330407 0.0199247 -0.00287109 0.006587 -0.0157131 0.0157082 0.00722228 0.0256431 -0.0203532 0.00753272 0.000662269 0.0245215 -0.0071342 0.00163266 -0.000388513 0.0267346 0.00217328 0.0023971
internal_weight=1.68545 0.0407488 0.0279201 1.6447 0.0128287 1.63062 1.32 0.277951 0.175403 0.154384 1.04205 0.102548 0.122343 0.0858435 0.0553893 0.310619 0.0901683 0.220451 0.178098 0.106773 0.0713255 0.0787589 1.01701 0.039711 0.0229101 1.00029 0.925753 0.0745401 0.890213 0.0497401
internal_count=2900 132 56 2768 76 2757 2477 239 169 162 2238 70 145 118 103 280 90 190 159 79 80 58 2221 90 77 2193 2120 73 2096 53
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=17 0 16 6 7 6 0 16 13 15 8 7 18 16 19 0 17 17 9 8 2 18 2 2 14 14 17 9 9 15
split_gain=0.00129524 0.0125983 0.0110819 0.00632545 0.0106993 0.00645013 0.00746619 0.00921877 0.0120244 0.00893624 0.00587274 0.00470438 0.00775164 0.00395456 0.0063786 0.0038856 0.00542025 0.00412021 0.00362669 0.00361848 0.00333478 0.00480773 0.00483261 0.00380559 0.00308632 0.00546828 0.00295071 0.00295368 0.00831915 0.0101733
threshold=200.83528241485001 86.692020874450009 22.644947046300004 16.625388449550005 23.903127120600004 16.245379570700006 94.776214472700005 18.714956236300004 103.58091484995002 35.885292828950007 8.4434108459500017 25.481538055850002 16.601687687950005 17.654958715000003 12.851036860900001 100.67200315280002 237.45530840880002 201.18214207610001 194.29350362915002 8.4434108459500017 325.75432260090003 14.117867417450002 335.91826356435007 309.73785348360008 384.93581166080008 404.29318073705002 200.23903127160003 204.17620834730005 202.80137809380003 28.566186095050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 -2 3 4 10 6 9 8 11 -6 -3 -8 -13 14 15 -14 17 -17 -16 -11 23 -22 -23 24 26 -26 27 28 -1 -30
right_child=1 2 -4 -5 5 -7 7 -9 -10 19 -12 12 13 -15 18 16 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0013549476771480755 -0.10017656967890716 -0.021097965383563205 0.078384799371277195 0.067270003936239997 -0.080997667971730344 0.037188238246630853 0.054698292431006636 0.039284357719575773 -0.086902930642479684 0.014984993550350649 -0.10060768597606036 -0.097447941767119711 0.053861077186555563 0.083721641376044043 0.016619630173524875 0.099124244006810122 0.054043587853382938 -0.10004757475173752 -0.10008249554764757 -0.043153314862348045 -0.10016731487222125 -0.10008457268100771 0.042468268468316465 0.052851791978015511 -0.080651436827053447 0.049107928893711961 0.033650280817970814 -0.0098262801135002697 0.094044958756368729 0.00032035174742104495
leaf_weight=1.0054787895787569 0.013545697886094499 0.019499363884960985 0.016385898699809331 0.011307482989352025 0.026216467449458492 0.036721985015162772 0.014718964047915506 0.0506481769898528 0.018098443309270351 0.027588084678171754 0.017742233134413254 0.0083967904442943109 0.016382604771024489 0.0058463595960347439 0.00384783094057184 0.0012197705846119788 0.0060866790577165384 0.0069942791796613335 0.0086471494811490857 0.017493617862101019 0.0078669890576500423 0.0033477764516938189 0.0082103029971705155 0.014481867346170074 0.011119839457704006 0.0045875199410048131 0.028519440751551772 0.2060539406376688 0.021968613663565395 0.024493258202888057
leaf_count=1467 28 40 24 10 43 36 33 38 79 33 11 38 22 11 11 2 46 185 50 19 49 19 49 43 51 33 31 354 20 25
internal_value=-0.000115907 -0.00575299 -0.00167758 -0.00608796 -0.00898678 -0.00150721 -0.00820406 0.00514023 -0.0140238 -0.0345727 -0.0589771 0.00426001 -0.00866894 0.00653685 -0.003914 0.0206131 -0.017475 -0.0704709 -0.0641441 -0.00757514 0.00126533 -0.0398659 0.0011781 0.00187213 0.00130519 -0.0427537 0.00184312 0.00112203 0.00326659 0.0446363
internal_weight=1.66352 0.327388 0.313842 0.297456 0.286149 0.248907 0.212185 0.140887 0.0902389 0.0712982 0.0372416 0.0721404 0.0574215 0.0490247 0.0431783 0.0306833 0.0143007 0.00821405 0.012495 0.0450817 1.33613 0.0194251 0.0115581 1.3167 1.30222 0.0157074 1.28651 1.25799 1.05194 0.0464619
internal_count=2900 759 731 707 697 646 610 515 477 95 51 398 365 327 316 255 233 187 61 52 2141 117 68 2024 1981 84 1897 1866 1512 45
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=6 13 5 15 19 9 19 15 0 9 10 16 15 5 9 13 13 15 16 7 4 15 18 13 13 6 5 19 14 13
split_gain=0.00132709 0.00252319 0.00335876 0.00402512 0.00188449 0.00361886 0.00278456 0.00597452 0.00726528 0.00663587 0.00423636 0.00316522 0.00333368 0.00858924 0.0116204 0.00623149 0.00601652 0.00508109 0.00463464 0.00539207 0.00268016 0.014755 0.00904297 0.00837913 0.0136794 0.0087529 0.0110466 0.00870078 0.0086591 0.00913882
threshold=22.585527707250005 119.04223755815001 32.00428233840001 30.276503438400002 14.651182102100002 201.2906445504 14.551174033150001 34.098324821200009 86.780739992750014 187.38923140910003 61.944763783650011 22.724946859200003 44.34858359035001 24.301614351200005 202.80137809380003 117.72489307420001 117.69263157665002 45.169600924000008 22.604947139800004 23.724432465350002 241.03469907380003 39.283112803100003 13.138633165750003 117.67112391160002 117.64961624655002 16.405383309150004 22.963361893800002 14.351157895250003 244.99684607285005 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 4 3 -3 6 -6 11 -8 9 -9 -11 12 15 17 18 16 20 -14 -15 -20 21 -1 -23 24 25 28 27 -27 -22 -30
right_child=-2 2 -4 -5 5 -7 7 8 -10 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 23 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00046552575083773167 0.03202297315858587 0.033531819514381445 0.027739524417086589 -0.084646159503210194 -0.0067459947075665192 0.045611482680035009 -0.066816280369888126 0.025589270343435746 0.041955342857596382 -0.0086865388482862647 -0.077879136752231209 0.035573161270720528 -0.023136235419462518 0.073131680974849345 -0.100190444102862 -0.058708481089956743 0.06731373047222361 -0.10024904901679071 -0.10005504931219229 0.053366298660412717 -0.060490494510424264 0.012004267818736293 0.082716226135247539 -0.094035922236447578 0.091003464647813392 -0.10030060183903396 0.0071772070781761024 -0.027276340220905967 -0.0046964797117019421 0.027019009829850699
leaf_weight=0.6560259594624589 0.012745410902425758 0.0037387276784314185 0.0064356278791990454 0.012578491916741541 0.027197971860914438 0.025652188851609026 0.019254965354093545 0.017656635079177363 0.023416042109602131 0.015146146477491129 0.021281505438673243 0.025362691982337426 0.019751963353968338 0.018022178478105388 0.0070831605093886188 0.017246712712164824 0.013866954710465396 0.015059839868129643 0.0040728399824043748 0.0052355136431287974 0.021481207057476581 0.035483518953697057 0.036884753324557096 0.010120165359694511 0.015318285557441413 0.026032608040253535 0.049665463705391266 0.043716337409534844 0.31232247915203448 0.12812683043910056
leaf_count=898 8 26 8 54 26 21 16 14 18 12 30 27 28 18 20 31 10 31 58 6 33 25 16 6 7 29 101 30 1199 94
internal_value=-0.000119977 -0.000370813 -0.033439 -0.0575683 9.63733e-05 0.0186671 -0.000533725 -0.0169629 -0.00457681 -0.0247231 -0.0491097 0.000554392 -6.43189e-05 -0.0214733 0.0139543 0.00102041 0.001784 -0.0564958 0.0435368 -0.0137627 0.00110342 0.00519268 0.0480448 -0.0038054 -0.00227498 -0.00473284 -0.0288663 -0.0545314 0.00150593 0.00452957
internal_weight=1.64598 1.63324 0.0227528 0.0163172 1.61048 0.0528502 1.55763 0.0967553 0.0775003 0.0540843 0.0364277 1.46088 1.43552 0.0692255 0.0344137 1.36629 1.34904 0.0348118 0.0273305 0.00930835 1.33518 0.728394 0.0723683 0.606783 0.596663 0.581345 0.119414 0.0697489 0.461931 0.440449
internal_count=2900 2892 88 80 2804 47 2757 90 74 56 42 2667 2640 161 102 2479 2448 59 82 64 2438 939 41 1499 1493 1486 160 59 1326 1293
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=8 7 6 2 15 9 12 4 15 16 8 7 8 8 6 17 12 17 17 19 16 5 5 9 4 14 6 4 15 5
split_gain=0.00126117 0.00449716 0.0033466 0.00480006 0.00798901 0.00277846 0.00203559 0.00655965 0.00551642 0.00892823 0.00865114 0.00542651 0.00526148 0.00466477 0.00432159 0.00401749 0.00344225 0.00321992 0.00303141 0.00298063 0.00280225 0.00990217 0.011383 0.00847279 0.00800205 0.00719864 0.0193547 0.0101877 0.00991889 0.0216025
threshold=9.5425530862500008 21.725272673150005 17.765415086100003 50.734033752200013 43.376643616500012 211.28556348310002 92.695913642950003 163.60960442095003 27.576031546750006 18.714956236300004 8.1436447804000007 23.147601011700004 8.9430209551500024 8.7431769115000026 16.455384477450004 166.83257850275001 254.30002952885002 167.56787829315002 177.83257937300002 13.451085274650001 22.554947256700004 21.446355970350002 20.717225865800003 205.20707599510004 163.94177276475003 227.57315983240002 15.785368822600002 229.01066513960004 31.385732506450001 20.206488238950005
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 9 10 18 -10 13 15 -15 16 19 -17 -1 -9 24 22 -22 -23 -19 26 28 -27 -26 -30
right_child=1 -3 3 4 -6 -7 7 12 11 -11 -12 -13 -14 14 -16 17 -18 20 -20 -21 21 23 -24 -25 25 27 -28 -29 29 -31
leaf_value=-0.020886082785227914 0.020687281543215544 0.052847484227806857 0.02716014046455207 -0.1002090302447239 0.071794609321153266 -0.050376927014466978 0.03625182945350975 -0.10009467092835947 -0.0073645321633341882 0.067722804785339111 0.017918821104498737 -0.067148647422621638 -0.056636810464862866 0.0020612662874209104 0.05824106928843114 0.05533599594842567 0.018464947615595619 -0.10057432484816441 -0.10027193884141344 0.0028670415541016008 0.010262270865256919 -0.0026070257139171773 -0.056558319267871117 0.060495324183058745 0.016995519423571425 -0.088115289433557259 0.065737397900080499 -0.001586528617797477 -0.063863175598177654 0.031756597440087402
leaf_weight=0.0084336649188209156 0.011420261472721793 0.018994626068490561 0.0080148507386184065 0.013807656700165816 0.0033568226681381921 0.010616127394307284 0.051216790508995191 0.010280390567690367 0.034439720053342171 0.018130373347958084 0.032491105845110724 0.027153122132403951 0.01632030635360604 0.028502530127084813 0.026351846257583134 0.010421481306053582 0.0059973608276919768 0.0074059700441467804 0.011195527609977773 0.0038700562156179794 0.039611770729038653 0.30432722675768809 0.07153067900253518 0.022877830560901202 0.19265413766078865 0.014015344939366514 0.061376916275377891 0.46679817863731321 0.054392138623370556 0.041772051772568375
leaf_count=26 17 23 8 119 9 27 38 148 28 12 24 22 31 31 22 19 44 4 31 33 31 312 49 25 294 14 83 1311 50 15
internal_value=-0.000121012 0.0171886 -0.000568614 -0.0367351 -0.0665706 -0.0135482 1.45495e-05 0.00111095 -0.0118749 0.0072782 -0.0137478 -0.0337203 -0.000194669 0.000481562 0.0290498 -0.000717136 -0.045026 -2.3585e-05 -0.0661639 -0.0719353 -0.000475454 -0.00695461 -0.0327431 0.00180502 0.00291204 0.00383431 0.0147401 -0.00410878 0.00390259 -0.0223276
internal_weight=1.62778 0.041031 1.58675 0.0251793 0.0171645 0.0220364 1.56157 1.42972 0.131844 0.0702507 0.0521203 0.0615928 1.37851 1.36219 0.0548544 1.30733 0.0201478 1.28718 0.0196292 0.0141504 1.27676 0.438348 0.111142 0.327205 0.838415 0.831009 0.350195 0.480814 0.288818 0.0961642
internal_count=2900 67 2833 136 128 44 2697 2554 143 93 81 50 2516 2485 53 2432 225 2207 57 181 2188 417 80 337 1771 1767 442 1325 359 65
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=15 7 2 0 15 14 16 15 12 10 7 10 2 5 2 7 5 14 14 12 12 6 16 15 7 15 9 10 15 15
split_gain=0.00144948 0.00552663 0.00390002 0.0022431 0.00190043 0.0015603 0.00368387 0.0033696 0.00270867 0.00409738 0.00673289 0.00410021 0.00285572 0.00530923 0.00509309 0.00604202 0.0030535 0.00272112 0.00225816 0.0020756 0.00828836 0.00598434 0.00708937 0.00787042 0.0122607 0.0104129 0.00987316 0.00689542 0.00535129 0.00765451
threshold=46.574831689400007 23.539316666200005 287.56973319225006 79.882156430000023 46.422062705750008 462.66931228825007 22.514947350300002 15.735822416950002 329.98224707875005 63.154569942350008 25.203872206850004 65.727424373200009 297.58713971970008 19.998562110200005 270.91232589630005 29.051461262900002 22.963361893800002 450.81672710880008 394.08259815765007 214.84291680595001 217.64277969395002 16.515385879350003 22.644947046300004 25.134223482700005 23.046547257250005 15.229486597800001 205.88909726980003 61.928633034850002 43.938093326450009 42.80317728375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 8 7 -7 12 -10 -11 -12 14 -14 19 16 18 -13 -16 28 -21 22 23 25 -25 -22 -26 -23 29 -1
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 11 17 13 -15 15 -17 -18 -19 -20 20 21 27 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0016298429293630399 -0.0092627283963329348 0.055071435607499275 -0.027281545459923468 -0.10009635307708172 0.038691493880644523 0.041220259271333569 0.10005027692461091 -0.10005730594656465 -0.064498316074897408 0.0592086899520353 0.063762257762870908 -0.10008510070987769 -0.02832810504210628 0.073623109952614327 -0.10026297807091625 0.062735164379498623 -0.00197088647293604 0.016720419995330825 -0.019478014005468697 0.064334595147348766 -0.070715464173411874 0.0080412056810460677 0.056367932435776841 -0.10022026267743656 0.015810799338279377 0.040077124781282454 -0.049843592163622795 -0.10027372007914999 -0.051874177587642414 0.046785491783056979
leaf_weight=1.1179507712853554 0.0039028843748383233 0.010304973083748337 0.013011280562764682 0.0089599520219451056 0.012809451434805053 0.0046121864078111363 0.0051478667592164129 0.0026629848773822573 0.016322308488583182 0.010820478112977483 0.0027340414990248982 0.0085621031864278052 0.0080703860329193189 0.01391531102819954 0.014245451492973404 0.0047583298024136403 0.0066873168111669648 0.002600102415952322 0.0045702194821046751 0.024248606080845891 0.0096626890776825292 0.012024440184129404 0.026842647153898724 0.014478886484539544 0.082034572485554236 0.069485993404953206 0.031777527924070625 0.011496919113028525 0.020408123543191325 0.033637690657997044
leaf_count=1705 3 16 29 84 11 43 6 32 39 50 8 74 50 23 58 32 14 13 26 42 95 32 27 24 72 148 65 18 30 31
internal_value=-0.000124304 -0.0199139 0.00911561 -0.0725353 0.000330984 1.59493e-05 0.0353142 -0.0104926 -0.000267449 -0.0256154 6.19353e-05 -0.0459934 0.000423156 0.0361994 -0.000106765 -0.0407112 -0.0600122 -0.0728767 -0.0806408 0.000738286 0.00843988 0.00318251 0.00801004 0.00175254 -0.013547 0.0265513 -0.00252059 -0.0449017 -0.00111518 -0.00021564
internal_weight=1.60875 0.0361791 0.0233163 0.0128628 1.57257 1.55976 0.012423 0.00727517 1.54733 0.041039 0.0247167 0.0138962 1.5063 0.0219857 1.48431 0.0302613 0.025503 0.0111622 0.0188157 1.45405 0.282052 0.257804 0.234282 0.20744 0.128291 0.0791487 0.113812 0.0235214 1.172 1.15159
internal_count=2900 132 45 87 2768 2757 81 75 2676 184 145 95 2492 73 2419 130 98 87 84 2289 523 481 431 404 161 243 137 50 1766 1736
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=17 17 7 15 16 9 0 10 5 9 9 5 17 9 10 18 5 19 13 0 15 8 9 8 9 18 18 9 17 7
split_gain=0.00140121 0.00575715 0.00447733 0.00785837 0.00690463 0.00568963 0.0108219 0.00621872 0.00609339 0.0100528 0.00684709 0.00656946 0.0116683 0.00901865 0.0103366 0.00997105 0.00688868 0.0052668 0.00690913 0.00513623 0.0047689 0.00463434 0.00463397 0.00636679 0.00648435 0.00535187 0.00432379 0.00395392 0.00350306 0.00544905
threshold=187.07782946595003 186.67336014325002 24.414141867650006 20.203197038850004 14.034967180100002 201.2906445504 89.057864029250013 57.729261435100007 17.886193876600004 192.53043113735001 187.38923140910003 21.893521430150003 184.84480138465003 194.46727572990002 72.496961945650014 12.777826849750001 22.553892743650003 10.550851274900003 95.99139754765001 92.031298721500022 43.758818131150008 8.7431769115000026 184.56123852025004 5.9453602998000008 66.290220196950017 11.831616630050002 18.324911823050005 64.606296034500005 189.46592532740002 22.398098708400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 9 10 -1 12 13 14 15 -10 -13 18 26 -17 21 22 23 24 27 -26 -4 -18 29 -2
right_child=28 -3 3 -5 -6 6 -8 -9 11 -11 -12 16 -14 -15 -16 19 20 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.029388085905725669 -0.019419264035164072 -0.055195035284337716 -0.10008123207851161 -0.074174914158518165 0.093762846196390706 0.029646766128325716 0.084815121244739972 -0.069566096931548804 0.024574414815851028 -0.10053104321500297 0.06882962642327986 -0.079212217654100331 0.079589648196393997 0.055284581480456375 0.047691274848642454 -0.10039301813441735 -0.016221038406148757 -0.1001405293211791 0.066215606530870941 -0.021991166644962992 -0.10014030048667438 0.071061464801175978 -0.057802286293504916 0.075826980801758287 0.0082019590363274116 -0.10007735939981061 0.082138235597783146 0.054415691466193163 -0.00057184195674051842 0.024715158845205844
leaf_weight=0.030081216701848268 0.035725587336543074 0.021805221574169309 0.0061853628900818691 0.022487554245207875 0.0066687674097920526 0.015876286008278839 0.022292280817055143 0.010493590521839735 0.017118385862232799 0.01584983796965389 0.0092898280272493139 0.014289829140863075 0.02555326213769149 0.024966263155874913 0.019403950223022548 0.020666013009360995 0.016276930999765682 0.0062521890182551934 0.00915269125690088 0.014027663687983249 0.0049168743868672751 0.0085279818886192515 0.014372455043485388 0.010584914707578719 0.0077181391579224093 0.011172388073452777 0.0016494448933168648 0.015442650862723895 1.0265286492244592 0.12894217809285102
leaf_count=98 47 36 95 61 7 14 19 45 19 12 7 28 22 17 42 22 48 32 18 36 28 6 12 8 108 156 77 19 1606 155
internal_value=-0.000124494 -0.00522058 -0.00236284 -0.0295124 0.00406841 0.00196199 0.0335251 -0.00983386 -0.00351841 -0.0332848 -0.00621304 0.00378581 0.019525 0.00356734 -0.0145632 -0.0378779 -0.0147619 -0.0216699 0.00721088 -0.0686929 -0.00441524 0.0011816 -0.00670453 0.00529646 -0.00945474 -0.0558375 -0.061719 0.0181684 0.00160011 0.01514
internal_weight=1.59432 0.403122 0.381317 0.052396 0.0299085 0.328921 0.0486622 0.0263699 0.280259 0.0552209 0.039371 0.225038 0.121736 0.0961823 0.071216 0.0518121 0.103302 0.0232397 0.0169875 0.0346937 0.0890123 0.0840955 0.0755675 0.061195 0.0506101 0.0188905 0.00783481 0.0317196 1.1912 0.164668
internal_count=2900 1092 1056 290 229 766 78 59 688 117 105 571 158 136 119 77 413 222 190 58 385 357 351 339 331 264 172 67 1808 202
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=0 0 12 8 4 2 9 6 12 3 14 18 18 15 4 18 18 3 12 7 7 18 18 16 18 6 6 9 17 2
split_gain=0.0013092 0.00311297 0.0031053 0.00828429 0.00391363 0.00628874 0.0061522 0.00655826 0.00351245 0.00288372 0.00374643 0.00349097 0.00753256 0.00474748 0.00421605 0.00394781 0.00348125 0.0136696 0.00418425 0.00335752 0.00983048 0.00651516 0.0147737 0.00997998 0.0075453 0.00707504 0.0134374 0.00623564 0.00659083 0.00893899
threshold=85.716110573100011 85.694602908050015 58.770113158150004 10.441851282850001 195.32149859550003 125.31286365695001 187.38923140910003 16.575387281250006 152.88762959770003 93.770731131900007 185.55247316590001 12.903279561150002 13.064341268650002 37.576156502300009 141.65724256140001 13.1493823129 13.278511569200001 93.249170254600017 82.187369520450019 23.195026784100005 23.147601011700004 13.482409244300003 13.5308213324 22.674946976100003 13.5538556217 16.565387047600002 16.515385879350003 195.39349636155001 193.52305340940003 127.74713841330002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 11 -11 -2 13 -13 -14 -16 17 -17 -18 20 27 -21 -23 24 -24 26 -26 28 29 -20
right_child=9 -3 3 -5 5 8 -8 -9 -10 10 -12 12 14 -15 15 16 18 -19 19 21 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.068337827296283266 -0.027407465376339486 -0.075907000457289209 -0.047133662090761093 0.094756949096787127 0.072887192703235751 -0.073960904143208411 -0.066141301915440515 0.054188779877316066 0.00061765626407112907 0.048051658626519132 0.00035973480133645889 0.077799435200565328 0.060075008184377256 0.0062833838734013868 -0.031776926596035343 0.055540355421708626 -0.049718551325688302 -0.025302617844697811 -0.083979215614656405 0.036345282318699601 -0.090096081656170612 -0.10042701090722993 0.073639375601448731 0.070617939271602564 -0.0014038816444351008 0.049969177867563594 -0.10034196829841593 -0.041742130640948394 0.029111447257997549 0.00062843607165313179
leaf_weight=0.0075499718950597918 0.045419785895305043 0.0065985679730147231 0.012711425864001535 0.0082545246819876184 0.011604709914308842 0.0069325190297213615 0.024784394545655175 0.012841962034841781 0.070909787990672823 0.029143324762117007 0.037880863316843261 0.020257910862710449 0.011381755000911542 0.017132585725448735 0.040496524526879685 0.046941653401745387 0.017717886747050104 0.037724440677763482 0.015155131410935274 0.051607057206183526 0.015089377148683525 0.014469911751803011 0.013599487225292251 0.020374180861836066 0.77078828430994406 0.025885715582262492 0.013976295247175585 0.038809439937892876 0.059058031981692238 0.070937203575835994
leaf_count=6 39 12 38 12 20 62 53 82 295 16 31 20 6 24 31 29 36 36 39 30 13 8 7 28 1625 20 16 30 64 172
internal_value=-0.000123982 -0.00863365 -0.00578058 -0.00259017 -0.00833868 0.00421364 -0.0306433 0.00378636 -0.0060242 0.000852195 0.021097 -0.000155283 0.000795835 0.0450303 -0.000512655 -0.00106317 -3.7047e-05 0.0195194 -0.00150562 -0.000735866 -0.0125012 0.00183565 -0.000237397 0.00147903 -0.000229977 -0.00146921 -0.00316592 -0.00613645 0.00338358 -0.0142653
internal_weight=1.57603 0.162188 0.155589 0.148039 0.139785 0.089447 0.0503378 0.0255534 0.0778423 1.41385 0.0670242 1.34682 1.3014 0.0373905 1.26401 1.25263 1.21213 0.0846661 1.12747 1.10975 0.199049 0.910701 0.859094 0.844624 0.82425 0.81065 0.784765 0.18396 0.14515 0.0860923
internal_count=2900 580 568 562 550 377 173 120 357 2320 47 2273 2234 44 2190 2184 2153 65 2088 2052 318 1734 1704 1696 1668 1661 1641 305 275 211
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=3 9 9 16 7 7 4 5 0 5 2 18 10 16 8 18 7 18 7 7 3 17 9 5 7 18 12 14 14 6
split_gain=0.00134802 0.00377012 0.00485433 0.00276127 0.00267041 0.00357109 0.00715335 0.00607841 0.00545373 0.00591671 0.00528983 0.0050079 0.00486543 0.00369714 0.00363216 0.00294309 0.00498418 0.00667012 0.00767043 0.0059867 0.0078803 0.00687618 0.00492672 0.00423473 0.00419919 0.00549443 0.00330105 0.00288903 0.00513104 0.00432844
threshold=108.3367972827 65.407743180450012 66.290220196950017 21.084950694200003 19.874819532250005 22.087764922150004 292.27430887770004 21.964328598750004 84.280473931450004 30.133297129900004 50.734033752200013 12.752103815600002 71.666228383350017 15.919962772200003 2.1483234697000007 12.903279561150002 22.597569836950004 13.042786209850002 22.765858321950002 22.557405306150006 93.932038619750017 189.37128582595003 188.53841931785004 21.564786815050002 22.806258769100005 13.176060655350001 98.870599058600007 371.52535269000003 374.37301727345005 16.475384944750001
decision_type=2 2 2 2 2 2 2 2 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 -1 6 7 10 9 -9 -6 -7 13 -8 -12 -13 19 -18 22 20 21 23 -19 26 -20 -26 -17 -27 -29 -30
right_child=1 2 3 -5 5 11 12 8 -10 -11 14 15 -14 -15 -16 16 17 18 24 -21 -22 -23 -24 -25 25 27 -28 28 29 -31
leaf_value=0.024592771962677243 -0.10019282005190461 0.070136056069143887 -0.10006796249942561 0.075483695649805629 -0.0043867929156704557 0.06938794318165821 0.022253589595949433 -0.081017432749271978 0.05580937138602951 0.020896274467917197 -0.020415677758199736 -0.030278156886788001 0.072424626230006298 -0.10008823044271638 -0.10029901084372575 -0.015381558037207055 0.05147693272529439 0.0019711156589828009 0.04325994487859984 0.068116665730428738 -0.051780677557209435 0.069276409702451552 -0.051409578860673891 -0.040262357200942261 -0.046174240597672271 0.0020478107201713728 0.052364465157616703 -0.078268512138388299 -0.01482105121780683 0.059086275105040845
leaf_weight=0.043547962600222312 0.0050771647780719622 0.0055125102894635347 0.0042705429688827401 0.0011338750045979396 0.012929513828566885 0.010560414841051968 0.007401465124702078 0.011293090330609434 0.011123100711458278 0.011495056573039619 0.0075492124817913 0.030850534167270793 0.012471293264752603 0.0037073762421577783 0.023134176933631068 0.012299280995676787 0.023925153697594292 0.026666158299807452 0.022205288699012615 0.022040086378552814 0.016771113393171277 0.022975024846800807 0.049171557500869767 0.015509133480009041 0.025905627294280253 1.0001022025833664 0.017323027238060007 0.011596994981977971 0.080905730002438947 0.0087846127714787947
leaf_count=118 20 8 117 2 13 16 43 103 19 19 18 31 18 31 59 10 34 33 23 21 33 32 38 14 31 1507 35 29 408 17
internal_value=-0.000117748 -0.0289998 0.00411016 -0.0632363 0.000181778 -0.000527538 -0.0186764 -0.0333462 -0.00159121 -0.029609 -0.0580373 0.000785382 0.0295534 -0.0185758 -0.0806449 0.000263064 0.000957819 -0.0008157 -0.00183673 0.0216802 0.00962212 0.0247425 -0.0326398 0.00207161 0.000195484 -0.000652793 0.0242361 0.000417911 -0.0156756 -0.00758229
internal_weight=1.55824 0.0159941 0.0109169 0.00540442 1.54224 1.4987 0.101104 0.0775242 0.0339112 0.0227881 0.0436129 1.39759 0.0235801 0.0111088 0.0306834 1.38703 1.35618 1.24926 1.22534 0.106918 0.0848776 0.0681065 0.0758377 0.0451314 1.1495 1.1273 0.0296223 1.10139 0.101287 0.0896903
internal_count=2900 147 127 119 2753 2635 323 231 141 122 90 2312 92 74 77 2296 2265 2120 2086 145 124 91 71 59 2015 1992 45 1961 454 425
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=17 9 18 3 17 18 15 7 7 15 8 9 10 8 6 17 0 16 14 18 6 10 12 7 9 0 7 16 18 17
split_gain=0.00207495 0.00295361 0.00232347 0.00219343 0.00302214 0.0015277 0.00419927 0.00209941 0.0060427 0.00783795 0.00453912 0.00681301 0.00522102 0.00437952 0.00425725 0.00326229 0.00648843 0.00293597 0.00240717 0.00777245 0.00443376 0.0124026 0.0101226 0.00769522 0.0101795 0.00764849 0.00463295 0.00435326 0.00421551 0.00409007
threshold=157.96759137085004 43.506455664950003 11.257534840550003 104.42240224475002 160.48375154475005 11.780121045600003 28.321365561200004 20.778835947700006 21.725272673150005 16.757571343250003 4.9461400813500012 70.238863950400017 70.343506983200015 9.5425530862500008 17.765415086100003 178.84025369870002 86.950112854950021 21.979948601300006 315.57679249195007 13.340835220050002 15.745367888000002 74.986474174450009 369.59988112290006 26.302865891850004 42.180264960000009 88.028184565250015 24.122256664450003 14.869965227550002 17.248993197150003 199.30127897920002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 9 -9 11 12 -7 14 18 -11 -17 -16 -10 -20 21 22 -21 24 -23 26 29 -26 -25 -22
right_child=2 -3 5 4 -6 7 -8 8 13 15 -12 -13 -14 -15 17 16 -18 -19 19 20 25 23 -24 28 27 -27 -28 -29 -30 -31
leaf_value=0.077530872847556276 0.10009326581549449 -0.10019038195666244 -0.10017455605334247 0.079313510734592252 -0.10013394265343196 0.043361799230409663 0.0079255993796093823 0.06902849834207446 0.0021378994351529505 -0.10015998741901021 0.096115264949954593 -0.076545674338992717 -0.041388871462614697 0.050198706203066691 -0.10025922875418494 0.022352229584108537 -0.083148288549873994 -0.0074417150886204866 -0.10019136201166688 -0.07548951104471209 -0.015935671245141756 -0.072495955109942473 0.044214012594298011 -0.10008249592707577 0.02293852890866319 0.077555022412557836 -0.039870172340943311 0.091529457295321373 -0.0098958653906648514 0.056273836447380279
leaf_weight=0.0011954882681858283 0.0045011700130997978 0.0042939204374541351 0.0056472883679642436 0.0020399606591077202 0.0017381944653935832 0.032845449179376707 0.0098812201834803659 0.0058077421834786805 1.1853606984041061 0.011461927871011746 0.0067285344329519594 0.0079069874977975019 0.0093347371999357165 0.017508936883842918 0.0070977092909741968 0.010706754189541812 0.012797116954885723 0.0065555819219582645 0.009062442544937821 0.041515364004921285 0.015260485403352453 0.0072507108549899604 0.0085131212988613925 0.0066056599704822352 0.018590294416640063 0.015250314034346957 0.020574305893205747 0.018422376620947034 0.02406154133377747 0.016140466226340244
leaf_count=26 2 70 44 24 24 64 15 30 1549 54 24 122 35 23 12 15 40 31 33 123 29 65 20 53 30 20 30 27 253 13
internal_value=-0.000114396 -0.0614861 0.000104485 0.0529368 -0.00324386 -0.000181242 -0.0313874 0.000138541 -0.000596083 -0.0385511 0.0189974 0.0086377 0.0246059 0.000495463 -0.000126029 -0.0564198 -0.0350895 -0.0556932 0.000421115 -0.00969087 -0.00542334 -0.016564 -0.0551201 0.00917858 0.035853 0.0152849 -0.00298606 0.0570784 -0.0293219 0.0211809
internal_weight=1.54466 0.00548941 1.53917 0.00827933 0.00377816 1.53089 0.0155285 1.51536 1.45854 0.0407735 0.0568157 0.0500872 0.0421802 1.41777 1.40026 0.0349658 0.0235039 0.0136533 1.38661 0.201247 0.192185 0.124959 0.0500285 0.0749306 0.0442634 0.0672256 0.0519753 0.0370127 0.0306672 0.031401
internal_count=2900 96 2804 50 48 2754 59 2695 2450 139 245 221 99 2311 2288 109 55 43 2245 696 663 571 143 428 122 92 72 57 306 42
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=5 0 5 8 17 5 18 10 0 7 5 9 7 7 13 4 7 7 3 18 16 10 0 15 16 17 7 5 16 0
split_gain=0.00136573 0.00963876 0.00595999 0.0188462 0.00454868 0.00369127 0.00381265 0.00441999 0.00386612 0.00362063 0.00944603 0.00804857 0.0099441 0.0184777 0.0124548 0.00920536 0.011224 0.00886109 0.00655986 0.0124587 0.0149491 0.00831717 0.00854577 0.00605545 0.00624482 0.00595211 0.00581082 0.00510667 0.00427367 0.00669222
threshold=20.950952025950006 91.625341543800019 21.197160116700001 8.4434108459500017 169.94681044690003 21.324133279950001 14.339258036900002 65.848404989100018 89.738043936200015 24.373474566200006 19.861308675400004 200.80358209610003 23.824098587650003 23.699538637550003 109.51703040195001 168.72122291465004 24.052187734100006 23.699538637550003 86.302194445500007 13.544020937350002 20.394952307700002 68.579878449600017 93.679323555450011 15.229486597800001 16.674961006700002 200.07083195085002 22.087764922150004 20.410615048800004 20.784951395750003 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=9 2 3 -2 -3 -4 7 8 -7 11 28 12 13 18 15 -14 -17 -13 21 26 -21 -1 -23 -24 -25 -12 -20 -28 29 -11
right_child=1 4 5 -5 -6 6 -8 -9 -10 10 25 17 14 -15 -16 16 -18 -19 19 20 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10039699172195704 0.021053873046319477 0.013511198456745003 0.040089693646313582 -0.087968815996557495 -0.10017690630830658 -0.0012571942812118113 0.042568366309421762 -0.049286938390633486 0.050774884003432989 0.041280185865798937 -0.10037519501657406 0.074272896517579984 -0.10028169962975358 -0.093144428303403623 0.071519953477749684 0.075798066166032907 -0.049426193514630706 0.0097585059787275129 -0.026697156408250617 -0.10053358568056009 -0.0065462415775868477 0.099973903785106441 -0.079402683685258102 0.048629708442021691 -0.027767483534057433 -0.0073773679357282398 0.045531833626998662 -0.0059733961447760156 -0.06408841027036917 -0.0029933730198645333
leaf_weight=0.0049548948295524689 0.033522522630846652 0.0046237468554863872 0.024027764069614932 0.030086498598393518 0.014733362224534918 0.51530719432206085 0.020359918495223894 0.018696684178864609 0.01468718509829614 0.038118336334832748 0.015970319954845991 0.035640498059180459 0.0084179781861166703 0.022704894834987499 0.041172897996148095 0.01566329201739336 0.0131809491691115 0.052874728899496404 0.029040190166561786 0.027075072638890418 0.045132209977964521 0.015302994622345523 0.0059693402306777435 0.037588253107742275 0.014957109898315224 0.012093826894954418 0.049365627758774622 0.031555160821881145 0.010172065698043298 0.32724113564754997
leaf_count=16 21 10 15 20 75 859 40 29 9 42 28 21 17 27 14 25 40 54 33 57 27 9 51 74 47 24 36 23 18 1139
internal_value=-0.000115065 -0.00347316 -0.00142312 -0.0305129 -0.0730207 0.00169682 7.57138e-05 -0.00150103 0.000184717 0.00254268 -0.00433647 0.00870428 0.00209626 -0.00661834 0.0336109 -0.00827664 0.0185744 0.0357351 0.000910442 -0.00951579 -0.041788 0.025022 0.0334405 0.0160405 0.0268831 -0.0602992 0.0116762 0.0254473 -0.000154273 0.00162573
internal_weight=1.53024 0.676045 0.656688 0.063609 0.0193571 0.593079 0.569051 0.548691 0.529994 0.854192 0.403596 0.450596 0.362081 0.283646 0.0784351 0.0372622 0.0288442 0.0885152 0.260941 0.182168 0.0722073 0.0787726 0.0738177 0.0585147 0.0525454 0.0280641 0.109961 0.0809208 0.375532 0.365359
internal_count=2900 1078 993 41 85 952 937 897 868 1822 1251 571 496 400 96 82 65 75 373 176 84 197 181 172 121 52 92 59 1199 1181
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=7 7 18 2 18 16 19 2 14 0 16 9 12 19 10 18 0 0 7 4 19 16 17 2 19 10 0 9 7 7
split_gain=0.00124581 0.00717638 0.00560643 0.00912009 0.00737701 0.00553959 0.00744253 0.00699237 0.00664902 0.00647478 0.00541175 0.00573381 0.00505817 0.00490391 0.00646826 0.00600159 0.00486931 0.0109969 0.004692 0.0046844 0.00721943 0.00378351 0.00365442 0.00888792 0.00492436 0.00688028 0.00716299 0.0140177 0.00855504 0.00393607
threshold=25.396105459650006 24.891451065550005 14.732667293750003 208.90944126775003 14.804191144800003 18.764956119400004 12.250988447150002 202.77941723725004 287.24487179220006 101.99741301110002 14.184966829400002 210.97856947250003 148.24135922650004 10.550851274900003 90.740838818900016 15.830953678100002 96.249489528150022 97.483491810050012 24.815630185550003 287.49216037670004 12.851036860900001 11.934972090850001 200.83528241485001 91.18717909130001 14.651182102100002 62.197478847950002 90.837623311600012 194.46727572990002 23.9444576715 24.639960683050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -3 4 -4 6 10 -7 9 -8 13 -12 16 14 -2 -15 -6 -18 21 -10 -21 -1 29 -24 25 -25 28 -28 -27 -23
right_child=5 2 3 -5 12 7 8 -9 19 -11 11 -13 -14 15 -16 -17 17 -19 -20 20 -22 22 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.046996172368362621 0.0423311657226422 -0.064209211703076224 0.053983702974068938 0.061330543265019549 -0.073985663747138497 0.078751561036139339 -0.081880009346373656 -0.0016002690290151005 0.090938132123017879 0.01298153021034754 0.065778622385619934 -0.0099152551974453305 -0.085158519188838738 0.048046840641380838 -0.10003610082582991 -0.072421458888485266 0.10004741945957962 -0.056022402875792014 0.054358947514025528 0.031292152985433828 -0.066509304954532028 0.0016072673410509949 -0.10026795031999224 -0.062986154240362205 0.04233473915841366 -0.026727415734975425 0.043175911132938879 -0.089737753182268259 0.055860197825874258 0.033632828795124782
leaf_weight=0.016795350716248714 0.022970661749127541 0.028902130313724572 0.0088918962865136564 0.013696217188112314 0.010208267116468051 0.0218263522383495 0.02615436447791808 0.021496624064639036 0.0053819376917090258 0.0099259047716060422 0.031486800907892132 0.014669933767436305 0.019045974812387456 0.0055641199696765389 0.0037061981937140933 0.016105687848295247 0.0080184974067378789 0.010332178609651521 0.016172173280210589 0.017810730266944574 0.013098355900215353 0.98860975646096771 0.011112088290247013 0.023350369156631245 0.017448844570708388 0.021428493075660526 0.01301787337456517 0.020321366175039657 0.030247502414567862 0.039926785222093031
leaf_count=159 88 35 5 35 18 17 90 34 7 44 50 17 60 11 214 214 8 37 22 53 96 1354 18 36 16 19 39 28 28 48
internal_value=-0.000121502 -0.00127847 -0.0271412 -0.0118784 -0.0296261 0.00702032 -0.00125127 0.0388814 -0.0253839 -0.055783 0.0172297 0.0417209 -0.0452431 -0.00615219 0.0225522 -0.041489 -0.0186236 0.0121737 0.000860058 0.00483858 -0.0101532 0.000128244 0.000807349 -0.0145397 -0.00696812 -0.0149068 -0.00170125 -0.0378394 0.0216136 0.00285047
internal_weight=1.50772 1.29753 0.0990952 0.070193 0.0564968 0.210198 0.166875 0.043323 0.0723713 0.0360803 0.0945034 0.0461567 0.0476049 0.0483467 0.0266769 0.0216698 0.0285589 0.0183507 1.19843 0.036291 0.0309091 1.18226 1.16546 0.136927 0.125814 0.108366 0.0850152 0.0333392 0.051676 1.02854
internal_count=2900 1965 198 163 128 935 884 51 290 134 594 67 123 527 302 225 63 45 1767 156 149 1745 1586 184 166 150 114 67 47 1402
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=17 17 4 15 17 7 17 9 2 19 15 14 8 17 12 4 17 9 9 17 17 4 17 9 13 13 9 9 2 17
split_gain=0.00133933 0.00335729 0.00407947 0.00307928 0.00263598 0.00588658 0.00327647 0.00714905 0.00672735 0.00326929 0.00265948 0.00253575 0.00264528 0.00214088 0.00448754 0.00727083 0.00378515 0.00266504 0.00974848 0.0071858 0.00504531 0.0074699 0.00581258 0.0110222 0.00567445 0.00463892 0.00427724 0.00428455 0.00519556 0.00393567
threshold=242.64190980425005 220.68978861510001 274.46551068055004 20.044580420600003 212.33270692945004 26.153845577000002 208.12573104970002 218.56826805385003 357.36576196840008 12.751028791950002 33.755638987250002 305.81094348650009 5.7455162561000011 204.75389752000004 234.88438170465002 263.43455917665005 204.13511856875002 211.98908248575003 211.28556348310002 200.23903127160003 200.83528241485001 178.77399478955002 202.56512036810003 201.2906445504 104.19119484555002 111.26990510300001 209.18175024895001 206.08249486475003 84.67958245200002 190.79973618785002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 6 10 8 9 13 -8 -6 -4 -13 16 15 -15 17 18 20 -19 26 -22 24 25 -23 -24 27 -1 -29 -30
right_child=3 2 11 -5 5 -7 7 -9 -10 -11 -12 12 -14 14 -16 -17 -18 19 -20 -21 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0025593455147941394 -0.03942907923778248 -0.10009633909231475 0.058299135286063036 0.070194932579659627 0.017422894870379648 -0.058344019351047376 0.015780829845621611 0.063971916670396131 -0.079100009297279894 -0.070647418855888808 0.082563378989157582 0.050498266885299327 -0.065726500949361541 0.026398659035303296 0.060013488224386291 -0.055552013552018435 -0.044378196055564402 0.0017686956218735306 -0.086127581207818132 0.068494216401897789 -0.10024709186056897 0.030183515392920329 0.014930319204334644 0.069479819789374772 -0.070468922673781478 -0.088264378941939836 0.052527044337053234 0.017571341111609996 -0.10028341956999186 -0.023802454636817801
leaf_weight=1.0503761150839337 0.0038361431157626358 0.0073426744336869678 0.0040773361072439238 0.0077166833127648715 0.012349765116141387 0.0061993384889831296 0.0054668682632409418 0.0063995952666573422 0.010587317343771274 0.021946803260561865 0.012725894938057536 0.0026578004663804222 0.0074403568287948474 0.037787057604248164 0.018601784602097382 0.015173615489800341 0.018943684016697548 0.070024979753115058 0.01318118882268482 0.020973586116554088 0.011125338054114198 0.0075364618900266569 0.0079957788761220172 0.01838484212566982 0.021811478676667662 0.0095698260120116174 0.016542748999419987 0.015065141508611712 0.011457416248944696 0.016301491490651188
leaf_count=1759 38 35 27 17 42 59 36 15 66 59 20 21 49 42 41 31 32 174 24 32 15 36 37 23 34 6 48 31 22 29
internal_value=-0.000122297 -0.000387396 -0.0395984 0.033794 0.000191891 0.0289102 -0.000438289 -0.0311954 0.000309137 -0.0534118 0.0504817 -0.00826138 -0.0351365 0.000917986 0.0177602 0.0029192 -2.56455e-06 0.000648918 -0.000602906 0.0171478 0.000347481 -0.0245049 -0.0116002 0.0153567 -0.0446217 -0.0412906 0.00205897 0.00129527 -0.0297097 -0.0553698
internal_weight=1.4896 1.47805 0.0215182 0.0115528 1.45653 0.031275 1.42525 0.0338133 1.39144 0.0274137 0.0250757 0.0141755 0.0100982 1.38085 0.0715625 0.0529607 1.30929 1.29035 1.19935 0.0909986 1.18617 0.0764237 0.0652984 0.0359504 0.0293479 0.0175656 1.10974 1.0932 0.042824 0.0277589
internal_count=2900 2845 132 55 2713 121 2592 110 2482 95 62 97 70 2416 114 73 2302 2270 2064 206 2040 151 136 66 70 43 1889 1841 82 51
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=3 9 9 7 18 13 16 5 4 16 13 6 9 9 0 10 0 18 15 13 18 6 5 0 8 4 8 0 13 15
split_gain=0.00122894 0.00315065 0.00416166 0.00225784 0.00285045 0.0098877 0.00885698 0.00451661 0.00388391 0.00308181 0.00727723 0.00945248 0.0115325 0.00754197 0.00689264 0.0115677 0.0123422 0.0100621 0.011767 0.00740981 0.00697844 0.00565021 0.00692762 0.00664361 0.00610029 0.00546011 0.01434 0.00831096 0.0179637 0.00775054
threshold=108.3367972827 65.407743180450012 66.290220196950017 19.874819532250005 12.903279561150002 113.96105169155001 22.614947116400003 29.750488688650005 141.65724256140001 22.624947093000003 117.38883580790001 15.785368822600002 195.39349636155001 203.83507631320003 92.031298721500022 65.727424373200009 89.738043936200015 13.544020937350002 36.508287084250007 112.36141910395001 13.685220395000002 15.135353635100001 24.038949512150001 86.530713386650021 8.4434108459500017 165.01827963435002 8.3434888241000014 94.047642319350018 110.04934511175001 30.621577586100006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -8 -6 10 11 14 -13 -14 15 16 -10 -16 19 20 -19 -11 23 -23 -25 26 -22 28 29 -27
right_child=1 2 -4 4 8 6 7 -9 9 21 -12 12 13 -15 17 -17 -18 18 -20 -21 25 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.023223078722623084 -0.10015531066366237 0.064709117317363049 -0.064812225206093629 -0.086111446194947774 0.060768590006523182 0.058446413736069951 -0.037872474057187376 0.030776254595234909 -0.040054985248129477 -0.046310371388138073 -0.017179406247945995 0.071795421403794663 -0.022013978861741865 0.029304307006353499 0.081274288842950765 -0.059885064942162627 0.052479523684357557 -0.078857171962757766 -0.10011873420905787 0.080191278406112343 -0.069787531225887961 0.0088319787639983827 -0.02553953224838958 0.085358254257364749 0.022348608322506566 0.092047606015639771 0.029339722601737346 -0.00099183101863580632 -0.040477575775551701 0.015790510792409528
leaf_weight=0.041254081250769903 0.0043612693425530988 0.0051082303821203823 0.0048229756022060144 0.017126577883121441 0.010660845204256364 0.018331359450812101 0.041480896416969948 0.012463700943044387 0.029518897279698808 0.016261502158158692 0.24665534378545506 0.038719531304903465 0.047360080031495499 0.072442931333945637 0.015441334145862129 0.052068135970081642 0.028168667005957104 0.011036567504632444 0.011623957801679241 0.0117272007628344 0.033821298734711291 0.11983603168604873 0.035644219883191108 0.026588467473629862 0.036400566663360223 0.036522454241037394 0.025670183988950157 0.38101710255505372 0.022919478360563517 0.020987045452102393
leaf_count=118 20 8 119 58 7 38 65 16 45 21 223 55 25 90 29 89 17 31 64 4 55 107 101 25 25 47 18 1355 10 15
internal_value=-0.000124243 -0.0293051 0.00180857 0.000161078 -0.00050869 -0.0177936 -0.0016049 -0.0220114 0.000652246 0.000166881 -0.00207946 0.0023595 0.0243511 0.00901735 -0.00276327 -0.0257135 0.00512934 0.00164995 -0.000564078 0.00156433 -0.000168975 0.0105569 0.0147897 0.0226525 0.0489458 0.00149811 -0.0270148 0.00517411 0.0343841 0.064219
internal_weight=1.47604 0.0142925 0.00993121 1.46175 1.42049 0.0894025 0.072276 0.0539446 1.33109 1.32043 1.0857 0.839045 0.158523 0.119803 0.680522 0.109756 0.0576876 0.570767 0.555325 0.543701 0.531974 0.234731 0.218469 0.182825 0.062989 0.520938 0.0594915 0.461446 0.080429 0.0575095
internal_count=2900 147 127 2753 2635 177 119 81 2458 2451 2172 1949 170 115 1779 151 62 1628 1599 1535 1531 279 258 157 50 1500 73 1427 72 62
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=17 17 4 15 17 7 17 9 2 9 18 15 14 8 5 6 15 15 18 17 17 9 18 0 17 18 2 14 2 17
split_gain=0.00113904 0.00292921 0.00382882 0.00262136 0.00219727 0.00469033 0.00274959 0.00588191 0.00391299 0.0031003 0.00293231 0.00255033 0.00214003 0.00225296 0.00197483 0.00571993 0.00369338 0.00589004 0.00364493 0.00234693 0.00214505 0.00461651 0.00382539 0.00429581 0.00323775 0.00257479 0.00230632 0.0045297 0.00261857 0.00430571
threshold=242.64190980425005 220.68978861510001 274.46551068055004 20.044580420600003 212.33270692945004 26.153845577000002 208.12573104970002 218.56826805385003 354.68314822055009 53.944017839150007 16.601687687950005 33.755638987250002 305.81094348650009 5.7455162561000011 2.7861270712500006 5.0951190466500007 12.389956812050002 12.066969111850002 16.433295803950003 200.96259924040001 204.75389752000004 202.37225149245003 14.371157440600003 91.821598987350015 204.13511856875002 15.573070337500001 309.73785348360008 384.93581166080008 323.30468295165002 196.79617445730003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 6 11 8 10 14 -10 -8 -6 -4 -14 18 16 17 -16 -1 -20 24 -22 -23 -24 26 -25 27 -17 -28 -30
right_child=3 2 12 -5 5 -7 7 -9 9 -11 -12 -13 13 -15 15 20 -18 -19 19 -21 21 22 23 25 -26 -27 28 -29 29 -31
leaf_value=0.07086805446882187 -0.035961171212077016 -0.10008756220075637 0.054388112668377155 0.066505431120807187 0.015046318481761965 -0.053042201972399727 -0.066720578876812195 0.058960140508243247 0.029228093029877684 -0.089509280189117024 0.016127557247472966 0.08028529348677016 0.046717195613398481 -0.062224432055107359 -0.10004283261186178 0.00096749523438653499 -0.085397825632205202 0.082876806226390862 -0.1000471022204002 0.071791402903530477 0.050122029537721408 -0.045232690432411481 0.077133041331445551 -0.050164134309080427 -0.041727758221271234 0.023841436038994031 0.069387394316898846 -0.054666584134913522 -0.070034706862660487 0.051949049257924831
leaf_weight=0.0097698249392120795 0.0037782066813464299 0.0066794714614529785 0.0039478543860553836 0.0073606457417554338 0.012375286291444243 0.0058771196350164692 0.020890704300029372 0.0061370594893332955 0.002985743458157831 0.0083455721178191666 0.0053703546764296553 0.011617203454534319 0.0025946640438689883 0.0070731300638868788 0.003083904387269131 1.1916998430797141 0.012655672957054165 0.0041016130294906361 0.0025213842235007897 0.0011606794355003558 0.027535603474222126 0.014004604611500326 0.0086963562953314977 0.0081649193662087782 0.018103449401621563 0.011082203474472863 0.010402205776245066 0.014816773789143478 0.0049923611373021703 0.0068831352616225416
leaf_count=12 38 35 27 17 42 59 65 15 24 47 30 20 21 49 66 1748 226 5 99 24 24 17 9 14 27 28 26 37 33 16
internal_value=-0.000105586 -0.000351387 -0.0380743 0.0317496 0.000186521 0.0270227 -0.000388751 -0.0291803 0.000296619 -0.0582226 -0.0497782 0.0466351 -0.0076522 -0.0329864 0.000787922 0.000404125 -0.052888 0.00437074 0.0389119 -0.0458793 0.00120737 0.0183076 -0.00257604 0.0188025 0.000254456 -0.00755284 0.000872967 0.000284274 0.0327554 0.00066808
internal_weight=1.45471 1.44357 0.0202951 0.0111389 1.42327 0.0298696 1.3934 0.0323981 1.36101 0.0113313 0.0262611 0.0239925 0.0136156 0.00966779 1.34967 1.33622 0.0198412 0.00718552 0.0134519 0.00368206 1.31638 0.0694837 0.0419481 0.0279435 1.2469 0.0192471 1.22879 1.20652 0.0222777 0.0118755
internal_count=2900 2845 132 55 2713 121 2592 110 2482 71 95 62 97 70 2411 2276 297 71 135 123 1979 92 68 51 1887 42 1860 1785 75 49
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=9 9 8 19 6 13 8 16 16 15 9 16 5 9 9 16 6 2 4 2 2 9 9 7 3 10 18 5 7 6
split_gain=0.00107823 0.00512811 0.00458817 0.00469816 0.00773928 0.00728485 0.00698021 0.00855803 0.0137897 0.0102464 0.00970204 0.00808562 0.00642246 0.00633897 0.00674201 0.00691763 0.00503037 0.00469761 0.00427738 0.00892938 0.00633047 0.00371598 0.00857126 0.00761309 0.0075845 0.00379841 0.0168702 0.012036 0.00727324 0.00626754
threshold=195.97407267990005 195.39349636155001 8.6432548896500023 14.451165964200003 16.485385178400005 117.61735474900001 8.4434108459500017 22.554947256700004 20.784951395750003 37.434800281900003 189.78071820640002 20.719951547750004 21.964328598750004 194.29350362915002 193.32717468205001 19.844953593850004 16.445384243750002 136.00952513250002 143.35918460430003 68.519383356500015 74.86597289860002 197.58039077460003 197.6620677562 23.789355599150003 93.077108934250006 62.837331883000012 13.954623666350001 21.850554661550003 24.005763052250003 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 6 12 -6 7 8 11 -9 17 13 -5 14 15 18 -12 -11 -1 -20 -21 23 -23 24 -2 27 -27 28 -24 -29
right_child=21 -3 -4 4 5 -7 -8 9 -10 10 16 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 25 -25 -26 26 -28 29 -30 -31
leaf_value=0.061945879210159455 -0.045033174591073227 -0.037740957098460752 -0.050004933102107886 0.015132017077162824 0.072382624732436035 0.0052938303227474939 0.041551016665219973 -0.08237633903169797 0.063564666491929073 -0.01841989576032424 -0.018614307608508764 -0.10069647383085051 -0.056052903485305852 -0.07436374787726896 0.065415016186440522 -0.069757844393377996 -0.10024188252812175 0.041848797402342902 -0.079959775205533754 0.090777351470852863 -0.00067353478542679678 -0.076789099283867582 -0.07098619003329644 0.054221547815339478 0.034427598329662877 0.053664843624878771 -0.0010393063641486874 0.015868516292891328 -0.0012726274493557114 -0.026002434402753551
leaf_weight=0.010833775984792682 0.02383136328717228 0.040161403899736214 0.018408442542749981 0.037648874684236944 0.035355866799363866 0.029850171934072023 0.03153860531323982 0.028873474333522609 0.031810010227928842 0.024699300702195615 0.015590306480823157 0.0087053530062348727 0.019106438881180132 0.011876210202487414 0.015010659740028132 0.014860820300441446 0.014638234988257892 0.027147611489652945 0.013928871938563958 0.0078537992915244104 0.20901696335372383 0.014258527939091437 0.040990880569324872 0.039639175305154595 0.024220481875872224 0.066106772223285759 0.38290783573994269 0.13396309984982224 0.023571367031252066 0.04876243305770811
leaf_count=11 13 33 13 32 26 33 38 24 40 20 15 7 33 24 17 28 25 35 24 10 1191 11 30 36 28 71 803 123 24 82
internal_value=-0.000100338 -0.00313453 -0.00084391 0.000694265 0.0181689 0.0416706 -0.00387543 -0.00717013 0.00104053 -0.0311397 -0.0131151 -0.00576873 -0.00883209 -0.00285259 0.000275461 -0.00353666 -0.0581426 0.0131375 0.00053604 -0.00234655 0.00263829 0.00235862 -3.82498e-05 0.0217804 -0.00498106 0.00153342 0.00701458 -0.00841906 -0.0455341 0.00469477
internal_weight=1.44517 0.646915 0.606754 0.588345 0.121961 0.065206 0.466384 0.434845 0.323896 0.110949 0.0820755 0.292086 0.0567553 0.283381 0.271505 0.256494 0.0302285 0.0518469 0.241633 0.2308 0.216871 0.798252 0.710561 0.087691 0.0480518 0.696302 0.449015 0.247288 0.0645622 0.182726
internal_count=2900 1679 1646 1633 124 59 1509 1471 1352 119 95 1312 65 1305 1281 1264 40 55 1236 1225 1201 1221 1144 77 41 1133 874 259 54 205
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=7 18 15 17 17 17 4 18 0 10 15 7 7 2 9 15 18 6 2 3 7 18 18 6 12 10 10 15 8 10
split_gain=0.00114184 0.00553121 0.00841376 0.00598637 0.00734282 0.00692434 0.00630046 0.00556234 0.00687668 0.0126047 0.0105925 0.00603712 0.00520901 0.00886588 0.00849075 0.0119685 0.00499893 0.00458238 0.00436692 0.00804607 0.00672186 0.00721453 0.0118905 0.00442694 0.00422847 0.0125383 0.0100296 0.00725219 0.00646378 0.00736889
threshold=24.373474566200006 14.322090334300002 33.202295547750005 187.85189879645003 183.58889821140002 176.45537817675003 331.03504650000008 14.194363735100003 93.262612545250008 69.276189105400007 27.838459342350003 22.620341628000002 24.639960683050003 100.60547560250002 207.56260994255004 29.334060236450004 14.385463547100001 14.785345457250001 103.98563613345001 88.173361304300016 22.892948161350002 13.258783262950002 13.1493823129 16.375382608200002 152.88762959770003 65.555363052850012 62.154463517850012 38.567335632300008 8.6432548896500023 65.555363052850012
decision_type=2 2 2 2 2 2 2 2 2 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 16 8 9 18 11 -10 13 -2 15 -15 -5 -9 20 -20 21 22 23 -1 25 26 27 -21 29 -26
right_child=12 2 -4 6 -6 -7 -8 17 10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 24 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.040881984941572393 -0.10020623457306005 0.059593701670529457 0.064389808744010638 0.01408834631275719 0.090672507366727884 -0.044729834636296484 0.03482952261989971 0.0069750931693875161 0.018097752619769408 -0.084648197945072834 0.069543069546099137 -0.076420352941724015 0.00041949126256757947 0.035151979166409712 0.059232573129836555 -0.076048942919245133 -0.07586968168693474 -0.061914483571114259 -0.081453512222054048 -0.06271171638812377 0.036635870821919145 -0.057684572438049857 0.079176903621263062 0.0056347122420257077 0.0019883089485079413 -0.10046491655475641 0.085111916631311346 0.0080749109395557694 -0.028249289936014794 0.053469459758558172
leaf_weight=0.025390347310699224 0.014162903376359171 0.011341938902099002 0.033657530832670091 0.0089913013125624275 0.014159904128220546 0.014491132114756056 0.013635651140617711 0.01524394155576303 0.023007849542153735 0.01796401858846608 0.035050649327786232 0.0095679389687575167 0.35195351868114444 0.015652591264483817 0.012964266620429044 0.025360468652955603 0.019737497962026396 0.026339395707594804 0.013436538992834701 0.024181317486754839 0.072641928358279984 0.019056977391301189 0.020121591165661812 0.10534096536565229 0.32380815107188216 0.016877542138175272 0.010606873603570932 0.036050857050213381 0.0634510960969763 0.030415513999159316
leaf_count=40 29 41 24 12 39 30 44 36 72 32 24 20 1232 36 18 38 85 17 26 116 52 17 17 138 469 14 29 36 101 16
internal_value=-0.000102261 0.0017285 0.022264 0.00504817 0.0327967 0.00107313 -0.021147 -0.000952743 0.000800382 -0.00185391 0.0313891 -0.00966346 -0.00448014 -0.0297874 -0.0113105 -0.0336092 -0.0477154 -0.0366604 9.95381e-05 -0.00507865 0.0111759 0.000290918 0.00761486 -0.00339966 -0.00304811 -0.0230079 -0.00455361 -0.0203437 0.00114367 0.00640875
internal_weight=1.42466 1.00457 0.116015 0.0823574 0.039993 0.0258331 0.0423645 0.888553 0.84697 0.779344 0.0676264 0.0325758 0.420094 0.0681402 0.0539773 0.0410131 0.0287288 0.0415833 0.76138 0.518828 0.242552 0.16991 0.150853 0.130731 0.505391 0.0877166 0.070839 0.0602322 0.417675 0.354224
internal_count=2900 1547 275 251 110 71 141 1272 1219 1103 116 92 1353 121 92 74 97 53 1071 807 264 212 195 178 781 195 181 152 586 485
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=3 9 9 0 16 0 18 7 18 3 5 16 9 2 0 3 8 17 19 10 3 3 2 10 18 18 18 18 10 13
split_gain=0.00104995 0.0028929 0.00380758 0.00246112 0.00216069 0.00121724 0.0034977 0.00254558 0.00302415 0.00259457 0.00535004 0.00415283 0.0037188 0.00806535 0.00242592 0.0035126 0.00671286 0.00302815 0.00280492 0.00235612 0.00366104 0.00610217 0.00758094 0.00297194 0.00516072 0.0075591 0.00729989 0.00526348 0.00994791 0.00541571
threshold=108.3367972827 65.407743180450012 66.290220196950017 71.340924949550015 21.014950857900004 75.994645973400011 11.639306137250001 19.874819532250005 12.993406580100002 94.92945658615001 30.133297129900004 22.764946765650006 186.67271206880002 122.26439358135001 85.716110573100011 94.187442142150019 8.2435668022500028 188.84204146815003 14.451165964200003 61.86411003975001 93.770731131900007 93.620177476600006 87.122651665300012 62.041548276350007 12.903279561150002 13.064341268650002 13.138633165750003 13.278511569200001 62.106071271500007 117.47217800995001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 -5 8 -7 11 12 14 13 -11 15 16 -9 -17 -18 -16 21 23 -23 -21 -25 -26 -27 -28 -29 -30
right_child=1 2 4 5 -6 7 -8 9 -10 10 -12 -13 -14 -15 19 17 18 -19 -20 20 -22 22 -24 24 25 26 27 28 29 -31
leaf_value=0.063674510080363483 -0.10014135602492964 0.0645244834264323 -0.10006199722408289 0.034401728386905035 0.064675395842313604 0.053670460916291254 -0.10004520493402536 0.037409731456943325 -0.013585367014166941 0.099476528287245514 0.027948032767015664 0.048813828360981582 -0.10013573181274682 -0.10016001414040898 -0.044681210906799829 -0.024744634260705681 -0.10016369300503936 0.050490319528216046 -0.037570047603811815 0.013984055933161613 0.025357780214440004 0.015509049077794391 -0.089624060114720475 -0.047211319632158279 0.074899885134314823 -0.072673955443878197 0.030694182365265776 -0.050836571665055286 -0.00060569361359360033 0.061066426384471899
leaf_weight=0.0060748085727481129 0.003925249623364325 0.0047828044430389127 0.0035474756492181458 0.00352188210619786 0.001026570716248898 0.018543810591573728 0.0042944782503271384 0.0095791875257279502 0.010455023621005921 0.0036667167184009086 0.0103251248759193 0.017292709977482557 0.010768429923416534 0.0045162120459858457 0.011453293905787976 0.01053057780606137 0.01056675384609318 0.010874174447134788 0.022199715566011413 0.14876662913334826 0.05822922412500009 0.011683327393256948 0.01660923297999517 0.023765492844347591 0.013274283593233349 0.014034403438927257 0.052679198082955736 0.039589306253446921 0.83300992479806379 0.014486561572994106
leaf_count=11 20 8 114 10 5 33 74 27 36 24 15 18 69 38 14 26 35 18 43 114 45 10 43 20 19 13 35 43 1912 8
internal_value=-0.00010383 -0.0280863 0.00214114 0.000163404 -0.0630894 -0.000115222 -0.0394663 0.000108165 0.0294225 -0.000522506 -0.029967 0.00013123 -0.0615205 -0.0107042 -0.000515688 -0.0195392 -0.0362279 0.0134767 -0.0577557 0.000464251 0.000885956 -0.000334163 -0.0462097 0.000804771 -0.00117399 -4.26433e-05 -0.00108564 -1.65424e-05 -0.00184029 0.00044849
internal_weight=1.40407 0.0132821 0.00935685 1.39079 0.00457405 1.38472 0.00781636 1.3769 0.0289988 1.3479 0.0292765 1.31862 0.0189514 0.00818293 1.30133 0.0637504 0.0423457 0.0214048 0.0327665 1.23758 1.22613 1.1679 0.0282926 1.13961 0.990839 0.967074 0.953799 0.939765 0.887086 0.847496
internal_count=2900 147 127 2753 119 2742 84 2658 69 2589 146 2443 131 62 2425 149 105 44 78 2276 2262 2217 53 2164 2050 2030 2011 1998 1963 1920
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=6 6 10 0 19 6 10 19 14 17 16 7 9 17 7 12 5 4 7 0 18 3 17 17 16 17 5 18 19 5
split_gain=0.0010325 0.00812918 0.00444378 0.00538352 0.00528685 0.00540532 0.00403931 0.00361139 0.00772946 0.00669113 0.00542897 0.00398738 0.00356391 0.00686028 0.00428129 0.00389457 0.0061109 0.0035117 0.00349224 0.00324587 0.0052295 0.00478753 0.00897167 0.0107513 0.00760044 0.0149831 0.00880747 0.0118577 0.00840975 0.0116812
threshold=13.665319288000001 13.775321858200002 78.220689305400015 97.671683879200017 12.651020723000002 11.630271739450002 78.433077497700012 11.950964240300001 310.8516184787 239.21206428850002 14.184966829400002 26.452067539250002 56.039380217300014 212.86611723275004 21.725272673150005 219.23896387120001 13.264960807550002 393.03778236725003 19.771475517600006 97.835679825150024 15.556223714900002 85.54673771085001 192.00356210945003 201.59899553070002 19.214955067100004 173.06150329755005 19.915533535850003 14.582524213600001 13.751109481500002 17.708776378750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 -5 -6 -4 10 9 -9 -8 -10 14 18 15 16 -1 -13 -14 20 21 22 -3 -24 25 -23 -27 -28 -26 -30
right_child=1 19 6 4 5 -7 7 8 11 -11 -12 17 13 -15 -16 -17 -18 -19 -20 -21 -22 24 23 -25 28 26 27 -29 29 -31
leaf_value=0.038687860880669715 0.055228312273459479 0.0029201400188193743 0.057330143671888517 -0.10009090096651468 0.021246443602949309 -0.071811951459860454 -0.0036578541456832197 -0.10007779371542767 0.084137322983667787 0.052838705982359527 0.052756338743757514 0.026213282651380204 0.048001432341951776 0.058006701544869581 0.066511176925711873 0.042690111982436635 -0.085135199112241489 -0.10004432749691172 -0.063743815250561747 -0.043454395542335378 0.048633402885189414 -0.02343959132407698 -0.090313086503470918 -0.0058833181233471053 -0.044936785791225495 0.095482334036708083 0.065269492892309114 -0.10022944406249311 0.075194747774207427 -0.00036491157545035907
leaf_weight=0.0066318665257939493 0.027150439367687684 0.090598336605061891 0.01386583543316533 0.013934028876519733 0.013059763143701275 0.011956149542072581 0.064835938113968261 0.015030065372982904 0.006499733200598711 0.0035343631767830166 0.023149065344341579 0.0064548225687985905 0.0031604049800080239 0.0073300451046378603 0.01175708281657073 0.010231992295302916 0.0099888829046790306 0.0033442983526228431 0.024301948950073538 0.017045990396354571 0.022135250534972672 0.031614701742855855 0.029291664967198372 0.031091567338989989 0.040778574530691003 0.032744242211599328 0.013133616615285781 0.0064579701225042632 0.021011333032220136 0.77978878159683529
leaf_count=12 34 95 35 95 38 51 613 120 22 12 34 30 5 11 59 15 37 36 109 36 52 232 87 39 71 29 56 16 9 810
internal_value=-0.000107858 0.0011636 -0.00594197 -0.0206765 -0.0507264 -0.0232301 0.00616688 0.000392102 -0.0268457 -0.070965 0.0111849 0.0234062 -0.00473083 -0.027943 0.0161863 -0.00584774 -0.0357284 -0.0168766 -0.050884 -0.000152064 0.000519791 -0.000469522 -0.0169808 -0.0468399 0.00222396 0.0309159 0.0637506 0.0107161 -0.00063817 0.00161762
internal_weight=1.39191 1.14284 0.249066 0.112352 0.0389499 0.0250159 0.136714 0.122848 0.0348633 0.0185644 0.087985 0.0162989 0.0734022 0.0347924 0.0386098 0.0268527 0.0166207 0.00979912 0.0274624 1.11569 1.09865 1.07651 0.150982 0.0603832 0.925529 0.0839505 0.0523358 0.0195916 0.841579 0.8008
internal_count=2900 1566 1334 432 184 89 902 867 220 132 647 88 248 125 123 64 49 66 114 1532 1496 1444 221 126 1223 333 101 72 890 819
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=5 10 17 7 18 5 19 5 5 16 0 9 6 5 6 6 5 13 12 0 10 6 7 5 13 16 10 5 13 0
split_gain=0.00110392 0.00459639 0.00499476 0.00415315 0.00726018 0.00327541 0.00291448 0.0021689 0.00486641 0.00319969 0.00300456 0.00448429 0.0024785 0.00175181 0.00770576 0.00834436 0.00344697 0.0057192 0.00777463 0.00703717 0.00571675 0.00432085 0.00914153 0.00770341 0.00666136 0.0154621 0.0133658 0.00830266 0.00918207 0.0142981
threshold=29.040033326300005 60.474177186300004 162.59969366065002 21.725272673150005 11.955585097900002 31.302824910800002 13.351077205700003 25.763052016400003 24.779543538450003 22.744946812400002 86.780739992750014 201.63419974125003 16.425383776450001 23.721757872050002 16.405383309150004 16.505385645700006 22.963361893800002 117.56358558635002 172.01106897260004 86.866770652900016 61.82916008405001 16.455384477450004 23.282607548150004 22.852794041600003 112.82921081865001 19.974953289850003 66.318885161900013 20.950952025950006 109.57886493895002 93.262612545250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 8 9 13 11 -9 -10 16 -15 -16 20 18 -18 -20 -3 23 -23 24 25 27 -26 28 -22 -30
right_child=3 7 -4 -5 -6 6 -8 10 12 -11 -12 -13 -14 14 15 -17 17 -19 19 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.021513821040036574 0.077565173395449827 -0.10029766798786875 -0.088073046697100435 0.10002549916961186 -0.073615055316969241 -0.071270533797613195 0.034797985344934161 0.038767253073218294 -0.01927083841690724 0.035493376158225148 0.081777960494331572 -0.10012868985788431 -0.10016255103089954 -0.07090902372312724 0.045912996664674022 -0.056213662330964836 0.059592786269586896 0.051226363308533654 -0.082911857640239131 0.010714573930078878 -0.0031906020009973657 -0.0027802907354915665 -0.054484208909435332 -0.080245255772482676 0.0073242425877699316 -0.071937283615027853 0.069368467234395173 -0.076977116758091407 -0.0036037402662122235 0.075592358311498617
leaf_weight=0.00635466181268629 0.0096834295209759502 0.0057757618459958185 0.012037599958182543 0.005184778184567306 0.0087399123705145243 0.0039276263379099396 0.0076094886988755661 0.0086810824609629966 0.0082221875075808581 0.025320343622297403 0.0077081700492271912 0.0031743833123201179 0.0070231180140174496 0.018210686373130502 0.0223586563222824 0.012458349200731078 0.014126238782372513 0.034399901745928219 0.013974462691253464 0.018865506499565754 0.44139840676655751 0.16302761232569196 0.043272275909259861 0.011141610963008475 0.28518761738632747 0.030820120301768839 0.039534174266009359 0.013368946115813518 0.051463700016029179 0.040925096975115594
leaf_count=36 33 10 122 9 60 34 29 58 24 25 12 15 45 37 38 39 22 33 13 27 1576 132 46 13 204 43 32 86 25 22
internal_value=-0.000104419 -0.000563669 -0.05021 0.0173904 0.00309003 0.0346818 -0.00131135 0.00012785 -0.000369164 0.000296871 0.0331765 0.0015769 -0.0565356 -0.000410247 -0.0181995 0.00936966 0.000371115 0.0202479 -0.00244199 -0.0291265 -0.00106531 -0.000553641 -0.0136254 0.00239732 0.00341734 -0.00302155 0.014878 0.000860327 0.0028098 0.0314774
internal_weight=1.37398 1.33883 0.0183923 0.0351452 0.0299605 0.0212205 0.0115371 1.32044 1.30087 1.28563 0.0195636 0.0118555 0.0152453 1.26031 0.0530277 0.034817 1.20728 0.0813661 0.0469662 0.03284 1.12592 1.12014 0.2063 0.91384 0.902698 0.577976 0.324722 0.547156 0.533787 0.0923888
internal_count=2900 2735 158 165 156 96 63 2577 2492 2423 85 73 69 2398 114 77 2284 95 62 40 2189 2179 178 2001 1988 1752 236 1709 1623 47
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=19 3 18 19 16 15 6 9 9 0 10 7 6 4 9 7 6 5 17 15 15 10 18 14 13 15 9 0 8 18
split_gain=0.00107173 0.00273356 0.00591302 0.00138629 0.00628644 0.00520626 0.00834145 0.00194375 0.00617868 0.00589195 0.0113119 0.00900292 0.00686731 0.0058734 0.00521457 0.00515571 0.012658 0.0117906 0.00615154 0.00584138 0.00564332 0.00708111 0.00678723 0.0150208 0.0089976 0.00652119 0.00533496 0.00487828 0.00414329 0.00462531
threshold=14.651182102100002 92.913112988300014 13.434779691800001 14.551174033150001 22.534947303500005 42.133814420300006 16.455384477450004 201.63419974125003 201.44620319810005 86.780739992750014 61.93938686740001 23.669449516850005 16.445384243750002 169.78633280640003 201.78065190905002 24.005763052250003 15.415360177400002 18.895511665650005 200.23903127160003 29.593577021650002 29.049007317550004 71.381251821550009 15.946034773700001 287.24487179220006 103.32013441125001 26.744537432900007 220.28141982375004 88.76213363490001 8.2435668022500028 16.329849731700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 -5 6 -6 8 -1 10 -9 -11 13 -13 -15 -16 17 19 -19 20 21 -17 23 25 26 -23 28 -18 29 -24
right_child=1 2 -4 4 5 -7 -8 9 -10 11 -12 12 -14 14 15 16 27 18 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017454254524103749 0.048821866039800169 0.03818501987158808 -0.044695257815064761 -0.065242505453151814 0.026827176330006999 0.04602943328479895 -0.056374926236634648 0.0017081734914075532 0.063690104936882208 0.060213308599358854 -0.10015859961318396 -0.055448863835984054 -0.091622066964860929 -0.083536678717145846 -0.037701654560572097 0.063274174305397557 0.01752201119183025 -0.10020022043405918 -0.019890925188331823 0.0478579386417761 -0.083121958806514934 -0.091159160104122255 0.077594904668177367 0.071388662173551984 -0.10020065254213949 0.0011713277428733154 -0.039334496737260104 0.082068703518443212 0.097361775655247174 0.0070638199258034398
leaf_weight=0.80650613410091676 0.015703939396189637 0.017973644350604445 0.016520007752660604 0.018123257033039297 0.023306960887566675 0.018646464282374708 0.024947258299931718 0.026948471708067245 0.016430331389535979 0.022376833972884924 0.018306359880426726 0.019965679159213323 0.0089716340985432907 0.0071983420421020119 0.028642850251344498 0.01770984227914596 0.020882205593807157 0.016124170749579614 0.02335010713163399 0.030106387476067198 0.007821233681738704 0.026076685207499395 0.01245263969849475 0.010518959166802233 0.0063034532352048691 0.010825094788742717 0.010998434992746553 0.026654600493884573 0.0094101067429619434 0.036699660344508889
leaf_count=1871 13 27 21 18 21 38 26 39 11 20 72 39 16 7 17 18 17 54 56 57 16 57 20 23 21 13 96 40 12 144
internal_value=-0.000101974 0.0142368 -0.00150874 -0.000652973 -0.0129994 0.00115315 -0.016188 0.000206569 0.00298218 -0.00552756 -0.0394987 -0.00117353 -0.00532712 -0.00292081 0.000554486 0.00260936 0.00695113 -0.00322747 -0.0526951 0.00768619 -0.000440795 0.00414567 -0.00434811 -0.0340255 0.0142024 -0.0640741 0.0245694 0.0537143 0.036571 0.0249327
internal_weight=1.3565 0.0501976 0.0344937 1.3063 0.0850239 0.0669007 0.0482542 1.22128 0.822936 0.398344 0.0452548 0.353089 0.330712 0.32174 0.301775 0.294576 0.265934 0.218397 0.0394743 0.178922 0.148816 0.140995 0.123285 0.0474207 0.0758643 0.0369018 0.0695608 0.0475368 0.0585624 0.0491523
internal_count=2900 61 48 2839 103 85 47 2736 1882 854 111 743 723 707 668 661 644 587 110 477 420 404 386 93 293 70 272 57 176 164
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=17 9 7 7 15 5 5 6 6 5 19 0 5 16 6 18 17 5 8 14 18 8 5 6 13 5 10 6 0 7
split_gain=0.00191513 0.0024441 0.0015384 0.00455885 0.0064672 0.00334205 0.00353865 0.00304528 0.00276551 0.00364063 0.0030909 0.00271968 0.00434561 0.00310925 0.00409877 0.00800113 0.00269762 0.00524638 0.00200295 0.00443074 0.00489153 0.0028631 0.00562405 0.00452295 0.00383309 0.00606567 0.00483857 0.0048279 0.00412546 0.00839678
threshold=157.96759137085004 43.506455664950003 20.778835947700006 21.725272673150005 16.757571343250003 25.763052016400003 24.779543538450003 16.425383776450001 18.025421161100002 25.921337396950005 14.351157895250003 75.309089150100007 29.040033326300005 17.294959556900004 13.400313096150002 14.163996107200001 178.84025369870002 20.717225865800003 8.8430989333000021 168.39662374755002 14.047116609550001 8.7431769115000026 24.375372008600007 16.475384944750001 117.69263157665002 23.721757872050002 61.917879202350001 16.405383309150004 86.135510041400025 22.726915405250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 -4 6 18 -8 9 -7 -11 12 -2 14 15 -13 -6 -18 21 -20 -21 22 24 -23 25 26 -5 -27 29 -28
right_child=2 -3 3 5 16 8 7 -9 -10 10 -12 13 -14 -15 -16 -17 17 -19 19 20 -22 23 -24 -25 -26 27 28 -29 -30 -31
leaf_value=0.074953508936748833 -0.1000783791608304 -0.1001864119236259 0.068256223010710659 -0.067030864291596978 -0.10013132567717753 0.085588941732812687 -0.0052556473856870808 -0.10014291716282074 0.088056464037609583 0.046237249903477273 -0.10010046881752073 -0.10007443248552755 0.0085732177863285068 0.058703583157362772 0.044659656091223694 0.060829145003970297 -0.081850196681190215 0.020102571565214281 0.026026530729373967 -0.082133823071767573 -0.0019565743205464839 -0.0020212723824559668 0.062272425839329106 0.063708203630118893 0.028540427292532856 -0.092168112193561497 0.0019781883425050413 -0.0097177131118275032 0.0022164055666666666 -0.057987837150339873
leaf_weight=0.0010098045531067293 0.004630491241046252 0.0037774178688325666 0.0050193848153082801 0.010859161613646751 0.0090084305399020792 0.0037305518822988715 0.0069971640457815454 0.0065469584895953004 0.0077989335843540166 0.0024401398427145171 0.0035333365713074993 0.0075702489558580055 0.017954028350461393 0.019700893537702768 0.013462716544247577 0.0052223983970236532 0.010838218006597344 0.0094465851716378779 0.01398905521313043 0.015188541795311039 0.015248600099397436 0.024110101749101776 0.014364993611589827 0.018503273560781963 0.043054728983406565 0.013050183209244781 0.067043396760709362 0.015581031267061007 0.91263924405848806 0.035830324172565042
leaf_count=26 87 70 30 12 54 6 19 36 20 17 31 42 114 39 59 13 37 18 15 40 25 29 24 15 41 22 59 34 1823 43
internal_value=-0.000106512 -0.0632428 0.000120168 -0.000670547 -0.036623 0.000331983 -0.000294037 -0.0511223 0.043717 0.00808228 -0.0403221 0.0147117 -0.0137036 0.0286759 0.0061445 -0.0343881 -0.054594 -0.034371 0.000279907 -0.0205564 -0.0419661 0.00108133 0.000106885 0.0265193 -0.000706375 -0.00189994 -0.000633512 -0.0472988 7.64935e-05 -0.0189076
internal_weight=1.33815 0.00478722 1.33336 1.26482 0.0343126 1.23051 1.21301 0.0135441 0.017503 0.00970403 0.00597348 0.0685408 0.0225845 0.0459563 0.0262554 0.0127926 0.0292932 0.0202848 1.19946 0.0444262 0.0304371 1.15504 1.11242 0.0426134 1.09806 1.055 1.02637 0.0286312 1.01551 0.102874
internal_count=2900 96 2804 2450 139 2311 2237 55 74 54 48 354 201 153 114 55 109 55 2182 80 65 2102 2058 44 2034 1993 1937 56 1925 102
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=17 15 15 15 8 4 4 4 4 12 5 0 13 13 15 15 15 15 6 8 4 18 2 15 17 16 9 13 0 5
split_gain=0.00102904 0.00386788 0.00840068 0.00648376 0.00510812 0.00845111 0.00465034 0.00463406 0.00752191 0.0116344 0.00704416 0.00669246 0.0080235 0.00585183 0.00636032 0.00553117 0.00487707 0.00459408 0.00475479 0.0043008 0.00423684 0.00348617 0.00614927 0.0089943 0.00333387 0.00453722 0.00308846 0.00300609 0.00785074 0.00708381
threshold=187.45953903175004 39.283112803100003 42.670190152050004 43.758818131150008 8.4434108459500017 143.35918460430003 143.35918460430003 261.08002863725005 241.84804450315002 152.88762959770003 16.579584939650001 97.013011637200023 98.238948544700023 106.33120751740002 31.975879077800005 15.867801003350001 25.134223482700005 28.321365561200004 14.875347560100002 5.9453602998000008 288.82295348255008 13.086509421050001 91.18717909130001 41.211223942950006 181.49225329600003 22.514947350300002 201.97224908750002 117.64961624655002 85.775256651950016 24.301614351200005
decision_type=2 2 2 2 2 2 2 2 2 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 10 11 -8 -13 -12 17 -9 26 18 -15 -20 -18 22 -2 -24 -7 -26 -17 28 -23 -30
right_child=21 2 3 -5 5 24 7 15 -10 -11 13 12 -14 14 -16 16 20 -19 19 -21 -22 27 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.054490788956012906 -0.012769422383424109 -0.070841522675433491 0.051261073143258222 -0.057167017738041864 -0.028362400589237082 0.081222835265526622 -0.10030404326476261 -0.040035338480426702 -0.079753454262133483 0.064062149098663465 -0.10021145614030497 -0.065226165378542061 0.079475975513614239 -0.10026613238457248 -0.061868280264749567 0.023253754034282013 0.066379020776657985 0.046771621436471456 -0.057972313370388356 0.10003546164092253 -0.10010292151515542 -0.070006456436246894 0.099569010230557226 -0.0053877114529386838 -0.019214598077347527 0.062712181841462336 0.088025743036834386 0.019076568369796154 -0.0017659748877699038 0.057681480954055286
leaf_weight=0.011308557554912058 0.024337916926015168 0.025383384504493733 0.015164983859335734 0.0086667634440136254 0.021227944957900036 0.018184788598560431 0.003887987293104799 0.017908930719951588 0.019697657827330239 0.016752931503223323 0.014137645992239989 0.0051275006105677692 0.015165212770398284 0.0061091973623916829 0.027389304770622402 0.040386643946525969 0.0021524623295476877 0.013824011749775877 0.0034506095344095655 0.0034399365540593863 0.0052745985502120618 0.016482256931745765 0.01857225434349985 0.014570295277160028 0.012257538261280843 0.015071690680542815 0.009002454264930293 0.076126914025110182 0.82488642709561666 0.020543940700033403
leaf_count=15 21 30 14 44 23 44 26 201 73 50 42 80 23 10 26 144 14 28 123 4 47 65 16 37 22 19 14 87 1518 40
internal_value=-0.000112678 -0.00494318 -0.0308092 0.0118296 -0.00042512 0.0237422 -0.00792677 -0.0113918 -0.0228719 -0.0126195 -0.0265028 0.0198854 0.0429131 -0.0429137 -0.0279716 0.00842387 0.0236986 0.0066397 -0.0360368 0.0209092 -0.0518542 0.00149328 0.0253989 0.0534274 0.048044 0.0259669 0.0350601 2.84125e-05 -0.00165398 -0.000321403
internal_weight=1.32649 0.330973 0.0492151 0.0238317 0.281758 0.066742 0.215016 0.203707 0.128982 0.109284 0.0925314 0.0241807 0.0202927 0.0683507 0.0542131 0.0747251 0.0568162 0.0268238 0.0129997 0.00689055 0.00742706 0.99552 0.0574805 0.0331425 0.045514 0.0273292 0.0493891 0.93804 0.861913 0.84543
internal_count=2900 1116 88 58 1028 108 920 905 485 412 362 129 103 233 191 420 219 165 137 127 61 1784 74 53 85 41 158 1710 1623 1558
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=18 13 5 12 10 17 10 7 10 13 5 16 19 7 19 0 9 9 17 16 7 18 5 15 12 10 16 17 16 16
split_gain=0.00101909 0.00489555 0.00474383 0.00332217 0.00363537 0.00260254 0.00232986 0.00214214 0.00643729 0.00415142 0.00511366 0.00289324 0.00354157 0.00367253 0.00268162 0.00522652 0.00462881 0.00577103 0.00412006 0.00377302 0.00905599 0.00430124 0.00360641 0.00691335 0.00959727 0.00576723 0.0066812 0.0070731 0.00600812 0.00614195
threshold=17.140917755100002 95.870416931800023 11.492436627450003 225.59153217100001 90.988176966900014 220.68978861510001 104.14280259920001 26.752366550650006 80.468240302450013 98.362617618700014 2.2738924210000007 11.599972874200001 10.650859343850001 22.765858321950002 11.950964240300001 98.615332683000005 188.14427954665004 208.21354399485003 195.44378352670003 14.034967180100002 24.390191290350007 15.7619177074 16.579584939650001 24.200063469100005 197.02116758845003 75.085947125300024 17.844958270700005 173.06150329755005 18.054957779650003 18.594956516900002
decision_type=2 2 2 2 2 2 2 2 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 -3 -6 11 -9 10 -10 12 13 -1 19 22 18 -18 -17 20 -13 -21 -16 24 -24 26 27 -25 -28 -30
right_child=1 5 -4 4 6 -7 -8 8 9 -11 -12 14 -14 -15 15 16 17 -19 -20 21 -22 -23 23 25 -26 -27 28 -29 29 -31
leaf_value=0.059586386578617118 -0.10003676885248458 0.06769187003203718 -0.10009142065698312 0.047842835872080131 -0.10003079569268949 0.0061023815351727989 0.049163112790502721 -0.087627762018558319 0.048300107154763273 0.1000527104180477 -0.10008959681109192 0.035560632711528421 -0.10006706141894335 -0.10003122101554224 0.019413143057811163 -0.077099575019356187 -0.10009998705529195 0.0014231225449068735 0.040156876460066264 -0.0061072424384764805 -0.067867365371303501 0.080045484411212259 -0.0907087249517982 0.046841994107300985 0.014018927080903 0.058571121499031958 0.069906922826275794 -0.10018754599987295 -0.044799651190812521 0.0010701595845219016
leaf_weight=0.0042241266911816622 0.0026560511765342234 0.016521549346180109 0.0055427408610739795 0.012828382887249745 0.0033604064903443023 0.011733619899018777 0.0015202494914383635 0.010794913681863139 0.0049920507534793046 0.0040934977587312469 0.0043424830784886126 0.0248540306807844 0.0063918918271284042 0.0021881632826801223 0.092970728143047299 0.0041615094598909117 0.015536319220700534 0.0087540579561675713 0.01070514535842193 0.0088817423106206661 0.012838663401032235 0.016674720747687388 0.019839627021559059 0.0044012293918029846 0.015655072156325556 0.016754451862652786 0.012314131890207136 0.012751323156066974 0.030156679857032742 0.91181195325758813
leaf_count=28 179 30 51 62 116 40 50 46 18 3 54 81 80 57 201 26 74 50 44 47 70 19 129 34 61 14 13 46 123 1054
internal_value=-0.000103245 0.0133271 -0.0180695 0.00425431 0.0198962 0.0421154 -0.0535592 -0.000682367 -0.0301321 0.0160891 -0.0207317 -0.000103278 -0.0473909 0.00511764 0.000393399 -0.00070376 -0.0366139 -0.0635119 0.00733417 0.0204428 0.000331597 0.0501045 0.000555479 -0.00115717 -0.0445182 0.000400312 -0.000602966 -0.0624608 0.000508883 -0.000398341
internal_weight=1.31025 0.054163 0.0259078 0.0203651 0.017709 0.0282552 0.00488066 1.25609 0.0242229 0.013428 0.00933453 1.23187 0.0128042 0.00641229 1.21906 1.15581 0.039157 0.0242904 0.0148667 0.0632492 0.0376927 0.0255565 1.11666 1.02368 0.0354947 0.98819 0.971435 0.0171526 0.954283 0.941969
internal_count=2900 528 458 407 228 70 166 2372 121 75 72 2251 165 85 2086 1869 194 124 70 217 151 66 1675 1474 190 1284 1270 80 1190 1177
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=15 7 17 0 15 16 18 6 6 19 7 17 13 16 19 17 7 15 18 16 8 3 0 6 2 16 5 5 0 5
split_gain=0.00100743 0.00439533 0.0032962 0.00175504 0.00153478 0.00164205 0.00601986 0.0114037 0.00974177 0.0111581 0.00822842 0.0140221 0.00902687 0.0044627 0.00724152 0.00932707 0.0160159 0.00664615 0.00620808 0.0182315 0.0164105 0.0109511 0.0187695 0.0107346 0.00875115 0.00705059 0.00702431 0.00869704 0.012314 0.00495819
threshold=46.574831689400007 23.539316666200005 198.29010168345002 79.882156430000023 46.422062705750008 22.624947093000003 13.5308213324 16.395383075500003 16.465384711100004 14.351157895250003 22.477322886550002 192.15389660515004 117.75715457175001 22.554947256700004 14.451165964200003 189.90635174060003 23.724432465350002 42.133814420300006 13.740383930250003 20.784951395750003 8.543332867800002 89.227236891450005 90.662873533100012 16.625388449550005 210.09551210720002 20.719951547750004 21.042547594650003 20.361635946650004 92.313586825200005 20.102686929350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 5 13 7 -7 -9 -10 12 -12 -11 17 15 -15 -17 18 19 25 -21 22 -20 24 -23 -1 27 28 -24 -30
right_child=1 2 -4 -5 -6 6 -8 8 9 10 11 -13 -14 14 -16 16 -18 -19 21 20 -22 23 26 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0037682810644890305 -0.0058596499245659297 0.055046245351806279 -0.029937479956692655 -0.10007481670616865 0.040004367695090144 -0.066601625188516006 0.036607700612922435 0.057636095775528987 -0.055821893986824238 -0.069220737708697147 0.079821971670819614 -0.023057328892642875 0.019223666676007691 0.001181818839355496 0.012165927033870249 -0.093679841259712099 0.0031762078401146492 -0.055154665474360459 0.086027967091404464 0.082331163342721281 0.00041181844147443507 -0.092842539865640852 -0.073107459911142467 0.030317700606722526 -0.001064045925722132 -0.10054059647916738 -0.073504067394422321 0.070149009321158279 0.0026114670460470127 -0.076944886595969944
leaf_weight=0.097434186024372815 0.002763885713648051 0.0086026743283582618 0.0097214707539734491 0.006946301644507602 0.0096620984186300829 0.02329120394460904 0.054626856620643593 0.032056644125987077 0.031462655761288261 0.020069289777893573 0.032993628272365072 0.022137191679803436 0.027152065338896136 0.055492231933044422 0.062486879297750875 0.041299923269562555 0.029103261234013189 0.020276269782421474 0.025532619522380173 0.058754514407098668 0.041887903360589007 0.033654923565492822 0.023432375708473785 0.015815422160578407 0.015028514449930697 0.0081592177294282919 0.013316581268185246 0.017109541847389664 0.44855120405690374 0.0079730568578497696
leaf_count=457 3 18 27 84 11 19 72 32 39 15 31 25 47 43 58 29 26 35 24 51 31 50 45 17 24 7 50 31 1477 22
internal_value=-0.000113276 -0.0188639 0.00996001 -0.0732576 0.000301035 -3.64114e-06 0.00736615 -0.0010783 0.0081223 -0.00373921 0.0122708 0.0385119 -0.0183656 -0.00177323 -0.0156636 -0.0294765 -0.0536415 0.00139113 0.00281249 0.017781 0.0482359 -0.00232904 0.0023562 -0.0412583 -0.0645106 -0.0112459 -0.0018296 9.05849e-05 -0.00240686 0.00122204
internal_weight=1.29679 0.0280343 0.0183241 0.00971019 1.26876 1.2591 0.24379 0.189163 0.165871 0.133815 0.102352 0.0551308 0.0472214 1.01531 0.188382 0.125895 0.0704032 0.826926 0.80665 0.206236 0.100642 0.600414 0.535915 0.0644989 0.0486834 0.105593 0.510383 0.497066 0.479957 0.456524
internal_count=2900 132 45 87 2768 2757 280 208 189 157 118 56 62 2477 156 98 55 2321 2286 546 82 1740 1649 91 74 464 1625 1575 1544 1499
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=9 9 7 7 7 19 6 17 13 10 6 8 15 15 19 10 15 15 13 0 7 19 5 4 9 17 15 9 7 10
split_gain=0.00100486 0.00419936 0.00681796 0.00716005 0.010413 0.00794311 0.00877581 0.0036101 0.00602967 0.00787887 0.00661668 0.00871193 0.00491404 0.00972901 0.00572181 0.00557607 0.00513692 0.00600657 0.00447966 0.00681805 0.00457345 0.00462786 0.00395816 0.00473907 0.00465314 0.00431605 0.00395385 0.0037711 0.00580727 0.00554024
threshold=195.97407267990005 191.40721473735002 23.608704471050004 22.535351262400003 22.708075280250004 14.451165964200003 16.435384010100005 188.16174763880002 117.68187774410002 61.960894532450006 16.385382841850003 8.1436447804000007 34.098324821200009 36.508287084250007 14.251149826300002 62.00390986255001 31.385732506450001 30.124327028350006 109.57886493895002 95.762878606550018 27.952168727600004 13.051052998800001 14.950964152900001 310.49012963040008 38.559541491950007 195.53954078470002 28.452330424200003 186.67271206880002 22.806258769100005 84.600400448950026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -3 -5 6 -6 12 9 -9 11 18 14 -14 16 -15 17 26 19 -11 21 22 23 25 -25 -21 27 28 -1 -30
right_child=-2 2 -4 4 5 -7 -8 8 -10 10 -12 -13 13 15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.010799819786054278 0.0023981745321111627 -0.063302767877960506 -0.054138925802298121 0.072252009409798812 -0.0023442513986811232 0.030536287521201799 -0.072637813489220368 -0.082898432385257292 0.086133538744120372 -0.076200293831255206 0.044538353982566663 -0.061388524661045919 -0.091340999844183812 0.018597954571939881 0.084694782335661731 -0.051932743381582464 -0.08223360937186712 0.093414682689657358 0.054723909680136511 0.01148889929112131 -0.070114327225021617 0.087167980529138614 -0.081528155936006652 -0.018437163396495964 0.079592361973843992 -0.092332299129483292 -0.070363023282660461 0.065546646207257267 -0.10012836131276773 0.0079202297755180638
leaf_weight=0.072407836089649402 0.70668694318684255 0.019097490815986329 0.036717133548592074 0.018282289126176465 0.05110353840848203 0.034986260806087799 0.027220887421424145 0.0089350496284632541 0.010630871700413991 0.0098103687298394249 0.048252292344010073 0.019037327830730533 0.017999833121052689 0.032734165719901398 0.0083957725073560141 0.017046275983547243 0.0072588758519351862 0.0071276280952616835 0.020051963418154628 0.014968576403930456 0.0059325955016014112 0.009181101917192791 0.004330018693508463 0.0069428119291643489 0.016002916593379268 0.0054665223536574095 0.0077120656954576807 0.0090409438181175972 0.010463993753290879 0.0086838719861432878
leaf_count=450 1221 20 82 23 37 35 34 24 16 80 52 19 18 33 11 26 17 18 16 51 160 13 12 71 30 66 25 20 82 138
internal_value=-0.000116303 -0.00325678 -0.0154985 -0.00608338 0.00222062 -0.00907871 -0.0267741 0.00280587 0.0130855 0.00848806 0.0135922 0.000226944 -0.00647468 -0.0283356 0.00482845 -0.00555381 -0.000636633 0.00449435 0.0128824 0.00133141 0.0134384 0.0221511 0.00963977 0.0187396 0.049931 -0.0162839 -0.00135736 0.00393284 -0.0021514 -0.0511265
internal_weight=1.27251 0.565821 0.187408 0.15069 0.131593 0.113311 0.0783244 0.378414 0.179542 0.168912 0.159976 0.111724 0.198871 0.0677803 0.131091 0.0497804 0.122695 0.115436 0.0926869 0.0726349 0.0628245 0.0568919 0.0477108 0.0433808 0.0229457 0.0204351 0.108309 0.100597 0.0915557 0.0191479
internal_count=2900 1679 231 149 129 106 71 1448 610 594 570 518 838 77 761 59 750 733 499 483 403 243 230 218 101 117 715 690 670 220
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=7 7 17 18 15 18 0 6 13 5 7 2 2 9 9 4 12 5 10 17 17 17 2 17 5 17 6 18 4 9
split_gain=0.000979182 0.00594558 0.00386835 0.00357619 0.00597952 0.00523817 0.00440368 0.0111084 0.00913709 0.00850651 0.00402803 0.00743098 0.0117889 0.0103324 0.0113421 0.00754399 0.00622416 0.00432767 0.0040794 0.00388711 0.0038068 0.00438656 0.0112083 0.0115911 0.00935189 0.00572065 0.00487408 0.00886099 0.00363696 0.0103745
threshold=24.390191290350007 24.575790737200006 199.41622983390002 14.322090334300002 35.645792850250011 13.954623666350001 93.262612545250008 16.245379570700006 109.72404167800001 16.579584939650001 23.345877066950003 115.23517099855002 147.87428232835001 195.07922778810004 201.78065190905002 284.07317522340003 266.39085111275006 34.084463989350006 62.041548276350007 199.55131508320002 197.57625617845002 191.06791329340004 151.19096455890005 193.11174173740002 21.495293572000005 188.54236693505001 16.485385178400005 13.176060655350001 342.29488559810005 198.78883073475004
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 10 7 -7 9 -8 16 -12 -13 -14 -15 -16 19 -18 -17 20 21 25 24 -24 -23 -1 -27 -28 29 -5
right_child=1 -3 -4 4 -6 6 8 -9 -10 -11 11 12 13 14 15 18 17 -19 -20 -21 -22 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0028876686644197409 -0.06935819009345788 -0.00054161057492306108 0.0056711773727971381 -0.049869033053887041 0.069035342770115235 -0.084953353399387019 0.050157952655807463 -0.0013778393285481256 0.068925945990312237 -0.065557552400010044 0.062630228751721431 -0.062767047256846731 -0.051194964465989784 0.058056562585543439 0.032820227855380947 -0.0091466591653510468 -0.10011696290987014 0.034863514870015842 -0.092168322622171117 -0.050338829322705551 0.046527420157307514 -0.021429413273673016 -0.096355417617891959 0.0009679966206222522 0.053137992297326589 0.041001393387396716 0.048506585059695406 -0.057301004728857699 0.044300312673332995 0.032339560420119817
leaf_weight=0.23565423947147646 0.021829844594471126 0.33657360628130806 0.010028503608424444 0.027815708976930864 0.019544264043361181 0.028039309168137905 0.0093415498149465037 0.036744656682415666 0.014345120289362967 0.019856588958532484 0.028256728517590091 0.0209903575014323 0.018430681389162373 0.061746183881496108 0.02400280772199892 0.013140045056047711 0.010338723924245452 0.0030837349484999508 0.010769144569167111 0.014915281237335876 0.018066808392177336 0.041029092000826495 0.027533192214633573 0.022027951839497462 0.02850344419493922 0.067252389163265036 0.015209305290909469 0.016503317206009172 0.020255408624571203 0.034255748300211053
leaf_count=615 50 1265 27 152 16 41 24 39 6 43 20 11 15 48 24 25 71 21 18 11 16 34 37 30 29 58 25 17 69 43
internal_value=-0.000116169 -0.00444993 -0.0457401 0.00168262 0.0193111 -0.00060279 -0.0210206 -0.0375504 0.00357242 -0.0285359 0.0026621 0.0156113 0.0066993 0.018083 0.0297268 -0.00678293 -0.00192956 -0.069106 -0.0465412 -7.69137e-05 0.00151211 -0.000280393 -0.0167621 -0.053099 0.00913797 0.00558559 0.025762 -0.00655591 0.00750659 -0.00450008
internal_weight=1.25608 0.368432 0.0318583 0.887652 0.101871 0.785781 0.108327 0.064784 0.0435433 0.0291981 0.677453 0.177336 0.149079 0.128089 0.109658 0.047912 0.500117 0.0134225 0.0239092 0.486695 0.47178 0.453713 0.119094 0.0495611 0.0695325 0.334619 0.098965 0.0317126 0.0823269 0.0620715
internal_count=2900 1342 77 1558 280 1278 153 80 73 67 1125 161 141 130 115 67 964 92 43 872 861 845 130 67 63 715 100 42 264 195
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=0 9 6 8 15 9 9 9 3 7 6 13 18 18 16 4 2 8 18 4 4 0 5 4 5 16 18 17 7 9
split_gain=0.00104716 0.00271283 0.00699105 0.00577927 0.00562285 0.00678718 0.00436886 0.00340551 0.00285084 0.00496359 0.00251658 0.00245007 0.00196059 0.0024807 0.00369256 0.00250013 0.00251202 0.00453754 0.00698763 0.00268294 0.00306419 0.00333378 0.00786179 0.0122984 0.00681322 0.00538759 0.00488008 0.0120204 0.00380761 0.011385
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 35.054707749500004 199.02473417820002 190.24759545780003 211.72643673420001 93.964300117300013 19.617375644250004 14.955349429350003 117.68187774410002 12.777826849750001 12.903279561150002 22.714946882600003 155.77228353875003 68.519383356500015 8.3434888241000014 15.103091397600002 163.60960442095003 163.94177276475003 86.345209775600011 22.782602051550004 190.00198300580004 23.398433971250004 22.624947093000003 13.278511569200001 187.98346801990002 23.195026784100005 190.58777288605003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 -4 6 -6 -7 -1 10 -10 -11 -2 -14 15 -15 17 18 -17 -18 -21 22 23 -22 -24 -25 27 -23 29 -28
right_child=12 2 4 -5 5 7 -8 -9 9 11 -12 -13 13 14 -16 16 19 -19 -20 20 21 26 24 25 -26 -27 28 -29 -30 -31
leaf_value=0.044621382036409578 0.032774719959584364 -0.10012494292320878 -0.10019557596251941 0.099226598122774623 0.011318102290209194 0.071964487373491412 -0.070351479462702718 -0.0031558873072562508 0.10002460763607411 -0.10012795650821582 0.00045906945471966149 -0.020873933691018719 -0.031162212084092662 0.025134610823362449 0.054664624261503182 -0.10029456557894995 0.036392313874175485 0.017520240839831131 0.014374404247773096 -0.067957281433386349 0.011055455980679776 -0.013468722865639621 0.046191514252384769 -0.10023201729678065 -0.020728980783296637 -0.031281031487405998 0.0089900144598300483 0.078390285909773205 0.0034786273410044723 -0.054616848387717236
leaf_weight=0.0099201296347927737 0.018919048708482822 0.0098976086851990663 0.0060555888625088974 0.0060763491353554846 0.01194997460167091 0.01397743838801091 0.014495383857563271 0.010620176067533293 0.0028283456340432158 0.0076844825932189673 0.02477932300191088 0.0079216708779767941 0.024490410920669947 0.03928665745024762 0.012682458332164859 0.013355053318488075 0.02026524017412612 0.014335769690660527 0.0088263543699618197 0.0066624358375975126 0.03354440069233533 0.029590919908969227 0.030561478371964768 0.024774315611523434 0.030294377661956418 0.020885610632831231 0.071366479879392486 0.027469758060760796 0.63686250959937252 0.046458788703198195
leaf_count=13 19 40 34 10 23 30 39 35 4 132 198 22 27 49 19 23 17 12 24 7 26 37 22 29 68 19 246 18 1628 30
internal_value=-0.000122433 -0.00875408 -0.0225371 0.00684133 -0.00908781 0.00172095 -0.0334471 0.0395308 -0.00372377 -0.0148218 0.0106593 -0.0598987 0.000858423 0.000305323 0.00102743 0.000382365 -0.000575458 -0.0263273 -0.0546659 0.000385358 -0.000375948 9.71053e-05 -0.0141507 -0.034918 0.0128781 -0.0686927 0.00255544 0.0307534 0.000423434 -0.0160903
internal_weight=1.23684 0.126206 0.0669962 0.0592103 0.0570986 0.051043 0.0264454 0.0245976 0.053134 0.0432138 0.0276077 0.0156062 1.11063 1.09171 1.06722 1.05454 1.01525 0.0365172 0.0221814 0.978736 0.958471 0.951809 0.14006 0.0792043 0.0608559 0.0456599 0.811748 0.0570607 0.754688 0.117825
internal_count=2900 580 201 379 161 127 62 65 369 356 202 154 2320 2301 2274 2255 2206 59 47 2147 2130 2123 164 74 90 48 1959 55 1904 276
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=9 9 13 17 9 17 17 17 9 9 17 17 16 10 9 5 8 7 6 16 17 17 17 17 4 6 6 4 9 4
split_gain=0.00102121 0.0031867 0.00561144 0.00514464 0.00567482 0.00564524 0.00264751 0.00773243 0.00346775 0.00312697 0.00226452 0.0054231 0.00325772 0.00224839 0.0021743 0.00203942 0.00326458 0.00381025 0.00272547 0.00265111 0.00344934 0.00195276 0.0103115 0.00717281 0.00447894 0.0045674 0.00772414 0.00575583 0.00593677 0.00367452
threshold=207.37918994975004 212.35308743945004 99.19872809730002 196.65693750130004 210.39795333110001 200.83528241485001 203.08534335880003 200.23903127160003 219.79476616820003 212.89864875025003 207.35596244665001 214.76367417690003 17.654958715000003 67.004441985200017 206.65653280825003 30.133297129900004 8.9430209551500024 24.503983251000005 18.155424198600006 11.564972956100002 191.55545126530004 206.41783130310003 204.75389752000004 201.37020668845003 178.77399478955002 15.955372794750003 15.710367070250003 193.80606919430002 201.63419974125003 230.71750853160003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 -4 5 -5 7 9 -8 -3 -10 -12 -13 -7 21 16 17 -11 -18 -19 -21 22 23 -1 -25 26 27 -26 -29 -23
right_child=1 6 3 4 -6 13 8 -9 10 15 11 12 -14 -15 -16 -17 18 19 -20 20 -22 29 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0021560639282733559 0.058541714718511863 0.058649334467982484 -0.073176686222508822 0.061782336464858124 -0.062614364104926393 0.010857621639965833 -0.044354517412948866 0.074079304603056687 -0.05017307556836359 0.067787850377424116 0.071827294665314886 -0.10004391047054169 0.0091258143534472102 -0.05991951878722207 0.038654725856474552 0.03307563284044307 -0.100166531022381 0.05396091613058384 -0.013929129885101837 -0.10011817662416085 -0.0037136253455817129 -0.081723363514365571 0.066033978830035214 -0.10023462592759645 0.059174039476741727 -0.058493781153865942 0.10006400354440684 -0.090171958189679199 0.059376553792298642 -0.0070343559074724287
leaf_weight=0.87556317390391558 0.0075963312144854403 0.0072706638563957418 0.021013363070281343 0.012900248108692836 0.015645853852866765 0.0088751264811435249 0.021988939389061102 0.017160392063601648 0.0054914439897615344 0.006341135478578507 0.011290793510397634 0.0038429246560269812 0.009467842193672027 0.0090805902000852257 0.015229792258423802 0.0084594030922744423 0.0076043513565409171 0.00378316142557411 0.0070739990955175358 0.0058677546346643785 0.010099440927350267 0.0077994340094988948 0.024203728278063608 0.0087675113181191477 0.0058727987343445412 0.020347487398439057 0.0064181078269029959 0.012021910366982524 0.0034067514461639812 0.0423731020636815
leaf_count=1851 33 14 63 22 36 19 89 24 14 6 22 66 22 36 33 12 20 30 26 25 37 31 29 13 5 20 5 81 7 209
internal_value=-0.000128221 -0.00664685 -0.0229442 -0.0321124 -0.0135562 0.0113192 0.0030883 0.0152896 -0.0141681 -0.00256631 0.00788905 0.0208494 -0.0223924 -0.0249359 0.00115288 -0.0116072 -0.0208786 0.000345721 -0.0586058 -0.0213075 -0.0391412 0.00058558 0.0015942 -7.85703e-05 -0.0345042 -0.0225148 0.00389547 -0.02508 -0.0571506 -0.0186449
internal_weight=1.22286 0.200854 0.0751115 0.0675152 0.0465018 0.030856 0.125742 0.0736603 0.0520819 0.0564999 0.030093 0.0246016 0.0133108 0.0179557 1.022 0.0492292 0.0407698 0.0260915 0.0146784 0.0197504 0.0159672 1.00677 0.956601 0.932398 0.0568346 0.0480671 0.0277196 0.0213015 0.0154287 0.0501725
internal_count=2900 616 209 176 113 77 407 194 213 170 124 110 88 55 2284 156 144 98 46 92 62 2251 2011 1982 131 118 98 93 88 240
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=6 6 10 10 12 0 2 17 7 10 7 10 0 18 0 15 13 16 16 17 19 18 16 10 10 10 5 18 9 0
split_gain=0.00103543 0.00737355 0.00366649 0.00426283 0.00915982 0.006896 0.00695926 0.00635871 0.00599101 0.00542154 0.00497125 0.00308315 0.0030698 0.00405642 0.0038422 0.00822613 0.00789556 0.00892832 0.00732796 0.0117411 0.00708597 0.00793742 0.00683174 0.021685 0.0162925 0.0134063 0.00681326 0.00878026 0.00635903 0.00598812
threshold=13.665319288000001 13.775321858200002 78.220689305400015 72.496961945650014 213.62869376460003 95.897301513100004 206.83709544035003 204.75389752000004 22.372035319250003 76.919475570250015 20.778835947700006 78.494912034700022 97.835679825150024 15.556223714900002 94.047642319350018 29.049007317550004 107.97116697695002 19.134955254150004 19.214955067100004 173.06150329755005 13.751109481500002 14.194363735100003 19.974953289850003 66.697957758300021 66.318885161900013 65.727424373200009 19.915533535850003 14.582524213600001 66.290220196950017 89.738043936200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 -5 -7 10 -9 -1 -4 13 14 18 -16 -17 -18 19 28 21 -20 -22 24 25 29 -21 -28 -3 -24
right_child=1 12 11 5 -6 7 -8 9 -10 -11 -12 -13 -14 -15 15 16 17 -19 20 26 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.043063377141441796 0.055708332767883853 0.058336334053654938 0.045032479996441034 -0.10003214941905358 -0.064130547497464677 -0.10009199458246094 0.079834338821488549 -0.061654797454130252 0.067307375021201085 0.073597779641015493 -0.058233219825679305 -0.0011373108776477354 -0.045424109364614676 0.045321282924720374 0.0011133227516259415 0.043670611298095963 -0.10024585193733122 0.015541119350436537 -0.0045006086722589158 0.094601760972112703 0.044932923787633056 -0.1003041194936367 -0.00085896645741923559 -0.10019573602389067 0.070498232372165723 -0.083133128768581227 0.061425341546818182 -0.10017114551895108 -0.04948222381439038 0.045176283361797763
leaf_weight=0.0087858738279465998 0.024250095812021755 0.0076265113998488223 0.01681414360464828 0.0030417694496467362 0.016453978738032227 0.020778303106737894 0.0073464479196161392 0.007751286007987801 0.017843290083661145 0.0047982940222937032 0.010800541347549597 0.10346596427463117 0.014728947229485811 0.019842503335553374 0.089188847374089164 0.007152085700454335 0.026784703772779528 0.0088633914856472984 0.020847007951459773 0.027944806886704754 0.034397611344325618 0.014778716740295295 0.5573550109657226 0.021234868306692078 0.033417705097235739 0.019344891014043242 0.011155529554950583 0.004813039528364981 0.019347280311217907 0.029764898026769515
leaf_count=19 34 15 47 61 99 114 18 44 26 10 41 855 36 52 95 11 97 18 49 29 25 22 689 36 31 13 56 16 217 25
internal_value=-0.000125914 0.00124405 -0.00636859 -0.0207695 -0.00194527 -0.0439719 0.0271677 -0.0661459 0.0253912 -0.00994138 -0.0127946 0.00531684 -0.000119547 0.00058002 -0.000370475 -0.0161807 -0.0522188 -0.0714571 0.0022314 0.0329296 -0.000744921 -0.044243 0.00148314 -0.000777528 0.00252172 -0.00122395 0.0648261 0.012719 -0.0189978 0.00147486
internal_weight=1.21072 0.992838 0.21788 0.0975998 0.0538837 0.0437161 0.0103882 0.0333279 0.0374297 0.0125496 0.0195864 0.12028 0.968588 0.953859 0.934017 0.131989 0.0428002 0.0356481 0.802028 0.0708872 0.731141 0.0356257 0.695515 0.661117 0.639883 0.606465 0.0439134 0.0159686 0.0269738 0.58712
internal_count=2900 1566 1334 432 185 247 79 168 86 54 60 902 1532 1496 1444 221 126 115 1223 333 890 71 819 794 758 727 101 72 232 714
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=0 9 6 8 9 9 6 5 4 13 13 12 6 5 5 7 3 15 3 9 19 0 6 13 2 2 0 5 7 2
split_gain=0.000977081 0.0022235 0.0063751 0.00530525 0.00286599 0.00342808 0.00319657 0.00594194 0.00280361 0.00334673 0.00276309 0.00405399 0.00276482 0.0035172 0.00344501 0.00331504 0.00204574 0.00299935 0.00275974 0.00600849 0.0025151 0.0023237 0.00204552 0.00191908 0.00448765 0.0047661 0.0035772 0.00449412 0.00515858 0.00626738
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 199.02473417820002 190.24759545780003 16.625388449550005 28.372909273050002 375.86663358980007 117.62810858150002 117.59047016770002 115.61167718145002 16.485385178400005 36.806659819600007 30.690160697650004 19.041006859700005 93.770731131900007 39.283112803100003 93.58791597905001 194.46727572990002 14.451165964200003 86.036037090600004 16.705390318750002 117.55283175385001 144.32995034690001 199.66651340635002 86.345209775600011 22.782602051550004 22.862300195000003 217.08409765600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -4 -6 -8 9 10 11 -1 -13 14 15 -14 18 -18 21 20 -20 -2 23 26 -25 -26 -23 -28 -29 -30
right_child=16 2 4 -5 6 -7 7 -9 -10 -11 -12 12 13 -15 -16 -17 17 -19 19 -21 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=-0.10007459386580263 0.048900610534468786 -0.10011068985466232 0.0054878394166724105 0.099044150432848407 0.061882967468977403 -0.066785701300928882 -0.10011767391177911 0.023901008280783901 -0.10007037086779487 -0.041399046703247899 0.10004614342857239 0.051834843137535128 0.048589107998117866 0.0984467876153656 -0.10012200783932293 -0.10006085676967101 0.047668366530617776 -0.00039598620498650913 -0.089683288046403464 0.026770699115231611 -0.023575582498227304 -0.03486999339755769 -0.029377368781804976 -0.022167179892003501 0.043799260730133238 -0.00068012927218638922 0.0024646673447754688 0.020040647697772043 -0.10033976634100712 -0.012349867433588048
leaf_weight=0.0031289413849211458 0.0099534961918834597 0.0088760919950516826 0.012451797482602611 0.0055005439519391066 0.0091448853352460446 0.013876674986254556 0.0053019243284779796 0.014237350826988404 0.0028838066857981284 0.013287335715375548 0.0036345865882481112 0.013893533036897665 0.00563152266065714 0.0024771613077518859 0.0046444387593398417 0.0020450265164670967 0.022510743903694563 0.030675362103465886 0.012017697075325628 0.013104810444424686 0.011043744812923251 0.029557297348105749 0.022627806280070217 0.028683229174930602 0.051205558738729451 0.045493690813344756 0.7443723227162613 0.014663153163894549 0.014526254507472913 0.018284475433624436
leaf_count=59 11 40 24 10 16 41 54 26 36 77 4 62 40 7 40 44 17 30 25 28 17 35 32 23 29 55 1945 31 10 32
internal_value=-0.000135291 -0.0086516 -0.0214692 0.00568313 -0.00878065 -0.0326046 0.0130868 -0.00975109 -0.00426405 0.00140425 0.0174454 0.00801063 0.0197977 -0.0102809 -0.0321408 0.00898888 0.000829046 0.019947 -0.00017221 -0.0272996 -0.0580254 0.000829555 0.000335983 0.00104612 0.0125695 0.0228732 -0.00071286 0.000562126 -0.029269 -0.0513055
internal_weight=1.18974 0.121016 0.0638887 0.0571269 0.0550126 0.0263285 0.0286842 0.0195393 0.0516264 0.0487425 0.0354552 0.0318206 0.0286917 0.0147981 0.012321 0.00767655 1.06872 0.0531861 1.01553 0.0361663 0.0230614 0.979367 0.969414 0.946786 0.125382 0.0966992 0.821404 0.791846 0.0474739 0.0328107
internal_count=2900 580 201 379 161 65 96 80 369 333 256 252 193 131 124 84 2320 47 2273 70 42 2203 2192 2160 107 84 2053 2018 73 42
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=19 18 6 17 10 16 17 5 19 5 5 0 16 10 8 19 16 7 8 6 7 13 4 6 9 9 4 17 8 6
split_gain=0.00104226 0.00276962 0.00299793 0.00138324 0.00593021 0.00576587 0.00681787 0.00610647 0.00729059 0.00327631 0.00571621 0.00857261 0.00655277 0.00645002 0.00374858 0.00313372 0.00326871 0.00395338 0.00608866 0.00343164 0.00295222 0.00259905 0.00271625 0.00243952 0.00177507 0.00371082 0.0024228 0.00230529 0.00172549 0.00360772
threshold=14.651182102100002 13.622618370000001 16.505385645700006 201.78545703200004 61.960894532450006 22.644947046300004 202.72018094520004 21.893521430150003 14.451165964200003 21.788492303450003 20.361635946650004 94.964406541850011 18.714956236300004 75.922057603850007 1.7486353823000003 12.250988447150002 17.654958715000003 25.284494767250006 7.3442686056500008 13.735320923550001 24.918974924200004 98.741690215100007 433.86108355775008 14.835346625500001 219.79476616820003 215.80505313260002 274.17744294440007 199.88268747760003 9.4426310644000022 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=3 2 -2 24 -5 6 23 8 9 10 11 20 13 -13 -15 21 17 -17 -19 -20 -8 22 -16 -6 25 28 -26 -27 29 -1
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12 12 -14 14 15 16 -18 18 19 -21 -22 -23 -24 -25 26 27 -28 -29 -30 -31
leaf_value=0.0013335958045336139 -0.046114714584360714 0.047496815267876212 0.022318992023012244 -0.1002103168483973 -0.025301028093933028 0.073336701581048505 -0.021805273376213533 0.055629285196561268 -0.063397186020875781 -0.083197992277489918 0.067948908617326956 -0.081003109941277449 0.050395540964822544 -0.1000338418345353 -0.10002980535955262 0.06404289294570753 0.074848414731142662 0.036867604351728936 -0.10006436309761879 0.0019740720426856899 -0.1001738677525216 0.096756226997130768 0.068244745839081453 -0.10025283321116658 -0.055865021005479423 0.013182549431746205 0.019177263539047109 0.10005506185598477 0.036493773510895298 -0.035682133769491767
leaf_weight=0.8725698564092913 0.01057611603891917 0.016387123132176384 0.01621779687502567 0.0067938118736492461 0.007637769911553959 0.0089240394208900398 0.0088997756657036575 0.016230857505192375 0.021077346393099106 0.0045228965173009774 0.012327755743854141 0.010311299533810825 0.02692755485077214 0.0031089510776496345 0.0017014183346333311 0.0053116950439289204 0.0048238593044516156 0.0084625150076362843 0.010702309823784617 0.0047626070836486187 0.010452328403857791 0.0069810137429158203 0.0021990859178799838 0.010065066265696032 0.012244651588273925 0.0061659349063885038 0.0066329311613984024 0.006053667537344154 0.013305217085139986 0.027149842192436657
leaf_count=1786 15 19 27 8 35 20 28 33 33 2 28 68 24 109 72 9 12 34 91 11 26 12 17 14 33 42 34 6 31 221
internal_value=-0.000136264 0.0151128 -0.00469322 -0.000715727 -0.00844795 -0.00508595 -0.00905095 -0.00248895 -0.0091053 0.000313425 0.00354251 -0.00404496 0.00958856 -0.00923843 0.00616082 0.0135066 -0.00141769 -0.014 -0.0313249 -0.0686404 -0.0641332 0.0602251 -0.00515741 -0.0679154 0.00085856 0.00147791 -0.0294978 0.0562197 0.000745269 0.000216613
internal_weight=1.17953 0.043181 0.0267939 1.13635 0.192224 0.18543 0.176506 0.158803 0.142572 0.121495 0.116972 0.104644 0.0852923 0.0583648 0.0480535 0.0449445 0.034063 0.0292391 0.0239274 0.0154649 0.0193521 0.0108815 0.0039005 0.0177028 0.944122 0.925245 0.0188776 0.0122196 0.913025 0.89972
internal_count=2900 61 42 2839 686 678 658 609 576 543 541 513 459 435 367 258 157 145 136 102 54 101 89 49 2153 2086 67 48 2038 2007
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=7 7 2 2 7 7 7 17 7 15 18 7 9 7 3 10 8 5 10 10 0 0 13 18 17 6 6 5 16 5
split_gain=0.00104915 0.00521561 0.00312464 0.00451587 0.00351568 0.00412592 0.0045873 0.00488102 0.00475391 0.00334997 0.00314299 0.00307262 0.00626387 0.00599663 0.003633 0.00963977 0.00410768 0.00384795 0.00326206 0.0135879 0.0124979 0.0050128 0.0100924 0.00532255 0.00957233 0.00836068 0.0112721 0.00687095 0.00801884 0.00780074
threshold=24.390191290350007 24.575790737200006 323.30468295165002 297.58713971970008 24.292705381350004 24.176224535650004 23.974509389900003 193.01551328760004 23.9444576715 15.105253432850002 13.954623666350001 23.789355599150003 198.36365860590004 23.738191650050002 86.302194445500007 69.276189105400007 1.6487133604500002 8.494960530800002 66.318885161900013 65.727424373200009 90.837623311600012 87.29692395375001 115.02030419500001 13.3584252364 191.89151741935004 16.375382608200002 15.675366252400002 22.963361893800002 22.554947256700004 23.803605515150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -8 9 -1 -4 13 -13 14 16 18 17 -11 19 21 -20 23 -23 24 25 26 -16 28 -25 -29
right_child=1 -3 10 -5 -6 -7 7 -9 -10 11 -12 12 -14 -15 15 -17 -18 -19 20 -21 -22 22 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.10004451359602931 -0.045436970210443718 -0.0010434285153552323 -0.10010498208557604 0.052523159412104295 0.035530198683684962 -0.042864608663277855 0.064938970779858982 0.0034583470204438659 -0.058561859245780425 0.035864798361400246 0.00046820395207650026 0.059694751735215296 -0.0076959207627272834 -0.063215087802980338 0.03619442624521451 -0.082753478714813186 0.036736272517244227 -0.10007177183456016 0.084052972819889604 -0.10032521781965875 -0.017861226364965944 -0.0036561334332910127 0.064831544665679239 0.0078386824493816669 0.052569208957989721 0.0020902189038598043 -0.10030396543547049 0.044904011832367065 -0.070895152116160653 -0.050594881822058568
leaf_weight=0.0033026485241424144 0.028898284508866112 0.31424952624128677 0.0059892745886888088 0.017695679890085358 0.029153987548284022 0.02166895361170873 0.022617479885198577 0.030096479475332671 0.013944834601716138 0.0037710977935710988 0.0064573980262068176 0.025650864098224702 0.029834610481145774 0.015164317331709753 0.00893586319855183 0.014392736569978748 0.046244206419316924 0.0046501167250596609 0.020638769651583289 0.013744493282274561 0.028857232909416553 0.058876552846243158 0.033908332959981635 0.018980684602183828 0.033466429070209358 0.22100368623291972 0.018732392942213849 0.022908260390977375 0.040616562759396402 0.013649999063034435
leaf_count=78 77 1265 52 53 38 42 31 47 10 23 31 25 21 18 34 66 87 30 24 12 41 44 23 28 43 516 43 16 37 45
internal_value=-0.000135264 -0.00478204 0.00179761 0.00255933 0.00144694 0.00014915 0.00140194 0.0298373 -0.000766426 0.000423464 -0.0479271 0.000915744 0.0234587 -0.00110644 0.000454497 -0.00199469 0.0250386 -0.0391981 0.000180675 -0.00231587 0.0246348 0.000543716 0.0213728 -0.00456507 0.00235964 -0.0043976 -0.0562198 -0.0248835 -0.0458198 0.00924696
internal_weight=1.1681 0.343148 0.824954 0.812507 0.794812 0.765658 0.743989 0.052714 0.691275 0.67733 0.0124467 0.674027 0.0554855 0.618542 0.603377 0.548712 0.0546654 0.00842121 0.534319 0.484823 0.049496 0.471079 0.0927849 0.378294 0.282138 0.248672 0.0276683 0.0961555 0.0595972 0.0365583
internal_count=2900 1342 1558 1475 1422 1384 1342 78 1264 1254 83 1176 46 1130 1112 972 140 53 906 841 65 829 67 762 636 593 77 126 65 61
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=6 6 10 10 12 0 2 17 7 10 7 2 0 18 0 9 15 0 9 16 17 5 18 19 18 0 10 3 3 16
split_gain=0.00106923 0.00618102 0.0033449 0.00384963 0.00792475 0.00598018 0.00607325 0.00572912 0.00505776 0.00420733 0.00407222 0.00293968 0.0029018 0.00330258 0.00376652 0.00799112 0.0118821 0.00872844 0.00676055 0.00633849 0.0104258 0.00626078 0.00759025 0.00621729 0.0070885 0.00546926 0.00610138 0.00720536 0.00665399 0.00626873
threshold=13.665319288000001 13.775321858200002 78.220689305400015 72.496961945650014 213.62869376460003 95.897301513100004 206.83709544035003 204.75389752000004 22.372035319250003 76.919475570250015 20.778835947700006 68.519383356500015 97.835679825150024 15.556223714900002 94.047642319350018 206.08249486475003 28.777417478550003 95.002044955650021 214.22994816675003 19.214955067100004 173.06150329755005 19.915533535850003 14.582524213600001 13.751109481500002 14.194363735100003 93.262612545250008 67.203387886850024 89.227236891450005 88.727183679150016 20.784951395750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 -5 -7 10 -9 -1 -4 13 14 19 16 -16 -18 -17 20 -3 -22 -23 24 -21 26 27 28 -25 -29
right_child=1 12 11 5 -6 7 -8 9 -10 -11 -12 -13 -14 -15 15 18 17 -19 -20 23 21 22 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.039336906086550209 0.052052865801914365 -0.018199636400707452 -0.10009004058421139 -0.10002934886682567 -0.062497332049058198 -0.10008450276356107 0.076933115535038565 -0.057564340380685211 0.063439130940444829 0.068662692587831156 -0.054938426291049947 0.006869698180837657 -0.045280385554005147 0.04214793933243749 0.018665302607342022 -0.1001537383138854 -0.10023027043386577 0.014099654822065977 0.0053872878182752298 -0.0049311015963050793 0.093548130212832994 0.058024185749282156 -0.10015315306337898 -0.0016423590974654183 -0.10026325673832755 0.058816481235545504 -0.053808082434544206 -0.056098896047681437 0.069418443687454479 0.00079613274583306421
leaf_weight=0.0083226823071527178 0.023392830615193816 0.025221548237788438 0.0026283728068250403 0.0027413011751242777 0.015483050214470495 0.018806850549481169 0.0066294143807681394 0.0069801225509138476 0.016610910065637086 0.004247389975716942 0.010193473995769864 0.11484655194591387 0.013938243864146216 0.01882213506095809 0.071628886506459821 0.017875563278929585 0.017915915878916167 0.010645163845019567 0.0091893996759422336 0.019524439345389055 0.025659996022728393 0.010328807501459814 0.0042952076717632801 0.024058912822738421 0.012988225424777511 0.01639341886038892 0.020168802655234686 0.020069313500301611 0.0291339427458297 0.55228697813168681
leaf_count=19 34 232 23 61 99 114 18 44 26 10 41 879 36 52 59 59 54 24 25 49 29 56 16 26 22 12 24 37 33 687
internal_value=-0.000138212 0.00129105 -0.00663761 -0.0211423 -0.00289453 -0.0445788 0.0251647 -0.0663388 0.0233768 -0.00981241 -0.0125633 0.00447659 5.30387e-07 0.00069699 -0.000182218 -0.0161051 -0.00308064 -0.0576177 -0.0643193 0.00248346 0.0322196 0.0637868 0.011566 -0.000320768 -0.0430146 0.00177569 0.000327546 0.00207297 0.0372779 -0.00119886
internal_weight=1.15103 0.943538 0.20749 0.0900152 0.0506101 0.0394051 0.00937072 0.0300344 0.0351271 0.0112275 0.0185162 0.117475 0.920145 0.906207 0.887385 0.127255 0.10019 0.0285611 0.027065 0.76013 0.0655056 0.040284 0.014624 0.694624 0.0325127 0.662111 0.645718 0.625549 0.0531929 0.572356
internal_count=2900 1566 1334 432 185 247 79 168 86 54 60 902 1532 1496 1444 221 137 78 84 1223 333 101 72 890 71 819 807 783 59 724
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=15 7 2 15 0 16 18 6 6 19 7 17 13 7 13 13 13 13 12 4 14 0 6 2 15 3 13 7 16 0
split_gain=0.000905233 0.00382062 0.00285915 0.00164952 0.00146174 0.0012726 0.00454488 0.00943068 0.00801966 0.00849835 0.00662427 0.0117905 0.00623404 0.00547623 0.00365661 0.0084807 0.00693844 0.00618784 0.00596658 0.0104455 0.00529152 0.00441576 0.0080057 0.00655978 0.00643339 0.00332566 0.00263731 0.00571249 0.00547675 0.00489221
threshold=46.574831689400007 23.539316666200005 287.56973319225006 46.422062705750008 79.882156430000023 22.624947093000003 13.5308213324 16.395383075500003 16.465384711100004 14.351157895250003 22.477322886550002 192.15389660515004 117.75715457175001 24.815630185550003 117.38883580790001 117.47217800995001 117.34850893595002 117.50443950750001 116.69318432075001 269.13081826370006 279.92507423175005 86.232294534150014 16.435384010100005 103.98563613345001 42.914654887700003 93.017962855400015 115.25151159420001 24.225158517200004 21.084950694200003 86.692020874450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 14 7 -7 -9 -10 12 -12 -11 25 16 -16 26 -17 -19 21 -21 22 -20 -24 -25 -8 28 29 -1 -28
right_child=1 2 -4 -5 -6 6 13 8 9 10 11 -13 -14 -15 15 17 -18 18 19 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.00036079922836218639 -0.010618374100110899 0.053868472546681159 -0.030457967791981084 0.044401381848891544 -0.10006400534457707 -0.065046128498717354 0.081699592445210453 0.055988715509245945 -0.051754187648947098 -0.064444170997714531 0.076968607101585998 -0.0237025981490556 0.014702106650375475 -0.020636743217155695 -0.053951553820610225 0.035135976194453362 0.099940894929398241 0.033624938048840057 -0.10025653735229632 0.062813331377705714 -0.011529898580879586 -0.083594630287469676 0.089798295599554767 -0.1001519481738959 0.070622913676097382 0.020327777343730133 -9.7530445877698596e-05 -0.030111064154875723 -0.049127347103063115 0.059345598667695544
leaf_weight=0.58671843105174104 0.0026283064507879317 0.0076722486480775834 0.0084481858706482171 0.0084083886658844476 0.0059931457738110483 0.020233602251209959 0.019617867841589032 0.027924711695959559 0.02796027264616896 0.017020217957906425 0.028921045435836845 0.019462987352426353 0.023964142408772204 0.013531143385989708 0.04148547752339482 0.03332329483328067 0.0071110482917902109 0.021861320529751538 0.009164303098344817 0.013672290690635691 0.031940788994142544 0.026320611268602079 0.0069966246373951426 0.0060377907530408947 0.0034758494836069076 0.016056063910127705 0.02409424607387578 0.018371385589489364 0.023248608412359317 0.032548778908676468
leaf_count=2071 3 16 29 11 84 19 30 32 39 15 31 25 47 24 30 30 7 28 11 13 50 17 5 50 5 18 92 23 26 19
internal_value=-0.000143994 -0.019062 0.00967578 0.000277888 -0.0727959 -5.9066e-05 0.00684872 -0.00108499 0.00782472 -0.00363852 0.0114152 0.0364726 -0.0181662 0.0335314 -0.00173223 -0.013855 0.00167077 -0.0029682 -0.0135965 -0.0241727 0.0107541 -0.0548124 -0.0253059 0.0162967 -0.0377586 0.0540775 0.000650587 0.0183444 -0.00152542 0.0340603
internal_weight=1.13421 0.0247419 0.0161204 1.10947 0.00862145 1.10106 0.214692 0.165487 0.145253 0.117329 0.0893684 0.048384 0.0409844 0.0492051 0.886371 0.194278 0.692092 0.152793 0.11947 0.0976083 0.0456131 0.0519952 0.0256746 0.0165103 0.00951364 0.0356739 0.684981 0.0750144 0.609967 0.056643
internal_count=2900 132 45 2768 87 2757 280 208 189 157 118 56 62 72 2477 239 2238 209 179 151 63 88 71 60 55 48 2231 134 2097 111
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=0 10 12 10 3 6 18 15 3 10 10 5 9 8 18 4 6 0 17 3 2 17 18 19 18 18 18 8 15 6
split_gain=0.000901315 0.00220662 0.00374836 0.0034746 0.00336617 0.00321366 0.00437419 0.00281678 0.00365527 0.00362841 0.00478191 0.00411156 0.00247674 0.00357574 0.00245252 0.00250519 0.00192282 0.00189052 0.00194817 0.00170727 0.00868158 0.00664706 0.00217582 0.00691518 0.00327751 0.0114183 0.0109783 0.00254639 0.00195679 0.00764514
threshold=85.716110573100011 62.00390986255001 115.61167718145002 61.971648364950006 94.031511570550009 16.455384477450004 13.075178189100003 43.376643616500012 94.507368659650012 61.82916008405001 61.614083433650009 28.372909273050002 187.70546222865002 8.3434888241000014 11.257534840550003 225.05241822990004 17.215402235100004 85.807518149550006 187.45953903175004 93.58791597905001 86.011634045550025 193.01551328760004 13.278511569200001 14.351157895250003 13.064341268650002 12.903279561150002 13.197799034350002 9.1428649988500013 41.657300687350009 16.355382140900002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 -9 10 11 12 13 16 -13 -16 -6 18 -2 22 -21 -22 23 24 25 -19 -26 28 -24 -30
right_child=17 2 5 -5 7 -7 -8 8 -10 -11 -12 14 -14 -15 15 -17 -18 19 -20 20 21 -23 27 -25 26 -27 -28 -29 29 -31
leaf_value=-0.054782184007939716 -0.0015952738851736734 -0.10009074443917959 0.087470455512743142 0.062271374671399905 -0.07666519070857461 -0.1000493327665315 -0.062755100478125395 0.080560885461931478 -0.0084912296840098777 -0.071597969285931984 0.093194115898051669 0.08548503995416111 -0.10011851004923439 0.10002067245027427 -0.051392687450888701 0.021213012637307682 0.040853244894920537 -0.031601995224449099 0.040008636134860179 0.036847688362971941 -0.10012129287718019 0.014874199183657212 -0.0023327531425256236 0.043835959429652717 -0.080869523888410538 0.075996087118787539 0.024849635615671401 -0.046691846286880376 -0.020034777551510709 0.037742862860802188
leaf_weight=0.013207657182364801 0.020921190500303055 0.0066880844140192455 0.004799318402170627 0.0075924315748281393 0.0061220733999212129 0.0026561183859812884 0.0032513309719408579 0.008789169617255066 0.0096919348488881951 0.0084371401822771475 0.0048930798293440594 0.003955301680920619 0.0062782616065959465 0.0019892299460479998 0.006677060779342269 0.016485191802479093 0.0018021149829353378 0.022657871000205887 0.024361583472057191 0.015377342177089304 0.01469550518901741 0.0076396238086999793 0.69088220211166518 0.045985846820087772 0.018711954218360916 0.01746480877045542 0.020676364538076086 0.012115616801338547 0.039965078762885131 0.053638844036413502
leaf_count=29 17 49 17 22 66 51 35 22 18 22 9 47 32 4 52 68 37 26 24 14 47 15 1920 36 22 26 21 29 78 45
internal_value=-0.000133084 -0.00858775 -0.0413569 -0.00264519 -0.00822523 -0.00466825 0.0268004 -3.96052e-05 0.0338598 -0.0111008 -0.000511592 -0.0110985 -0.0509727 -0.0198482 0.0127101 0.000282722 -0.0499392 0.000820105 0.0207871 -0.000121916 -0.0209766 -0.0607876 0.000731011 0.0129695 -0.00488239 0.0152339 -0.0253737 -0.00119704 -0.00049442 0.0130742
internal_weight=1.11841 0.113315 0.0173949 0.0959206 0.0883282 0.0107068 0.00805065 0.0751206 0.0184811 0.0566395 0.0482023 0.0433092 0.0161917 0.00991342 0.0271176 0.0231623 0.00792419 1.00509 0.0452828 0.959811 0.0377125 0.0223351 0.922099 0.125497 0.079511 0.0401227 0.0393883 0.796602 0.784486 0.0936039
internal_count=2900 580 152 428 406 103 52 377 40 337 315 306 139 107 167 120 103 2320 41 2279 76 62 2203 131 95 52 43 2072 2043 123
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=15 13 7 15 16 6 0 0 6 18 13 13 13 9 7 19 8 10 3 18 19 18 6 5 9 13 16 10 13 17
split_gain=0.000913351 0.0035709 0.0041592 0.0012982 0.00116264 0.00396446 0.00771429 0.00520749 0.00775099 0.00479757 0.00363394 0.00702499 0.00609971 0.00545283 0.00787829 0.00382497 0.00905659 0.00995686 0.00361778 0.00358712 0.00572706 0.00467048 0.00358122 0.00268811 0.00376487 0.00226162 0.0125669 0.00893195 0.0124708 0.00795585
threshold=46.574831689400007 117.61735474900001 23.539316666200005 46.422062705750008 22.624947093000003 16.545386580300001 85.775256651950016 86.20003303655001 16.285380505300001 13.878370392300001 117.38883580790001 117.47217800995001 117.34850893595002 197.6620677562 23.699538637550003 14.451165964200003 8.4434108459500017 62.106071271500007 94.92945658615001 13.101381023200002 14.451165964200003 12.993406580100002 16.435384010100005 28.372909273050002 186.67271206880002 112.82921081865001 19.974953289850003 66.318885161900013 113.85351336640001 199.14656950540004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 10 7 18 19 9 -9 12 -12 25 15 -15 16 17 22 -7 21 -21 -6 -13 24 -20 26 -1 28 -27 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 -11 11 13 -14 14 -16 -17 -18 -19 23 20 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00097868004718577309 -0.078685629085571696 -0.060299650341500977 0.043879840389078821 0.040079089466866696 -0.021330648479888779 0.039520536563263764 -0.059936283191997508 -0.028694234319384448 0.07512147093140778 0.041027183431784117 -0.050784645858271166 -0.0080157184454861651 0.099914199282140015 -0.063130677746269223 0.012551011852187339 0.036527173996987475 0.047389559634228161 0.05696446318775833 0.0132792908544289 -0.080673580785290716 0.013348124145439528 0.047493855666473989 -0.092771263567395665 0.019204971079327265 -0.10010496253874768 -0.080166456745694545 -0.072573547753673959 0.062315686272818818 0.028679071117702445 -0.021604609910071421
leaf_weight=0.47366726364069056 0.0071358757283924703 0.0060269753534003536 0.010523260836635018 0.0081410223338026499 0.018397324052784825 0.022564636950846761 0.023015043392661028 0.019188015514373546 0.02918256957855192 0.020321934174717171 0.040574474352368384 0.006896177561429794 0.0062742588893343046 0.029962032798643179 0.025427825873663323 0.036361449816695313 0.020137349165452179 0.0083399912691675127 0.0052575008012354374 0.012585748834851529 0.013350900029763579 0.021247469731179081 0.01799196017350102 0.010720663017309562 0.0066108034064455978 0.016877987189681143 0.024427167635622027 0.028032381183948019 0.089029691141492617 0.048664620773706702
leaf_count=1878 76 38 18 11 26 26 24 16 27 33 30 7 7 34 25 36 17 7 9 24 19 22 83 19 35 34 46 32 192 49
internal_value=-0.000128299 -0.0195539 0.00594158 0.000296459 -4.78696e-06 0.00682285 -0.0128173 0.0167938 0.036036 0.00716696 -0.00158868 -0.0140006 0.00176631 -0.00371583 -0.0283875 0.0115144 -0.00552851 -0.0375986 0.0111995 -0.00336117 -0.0322759 0.0155556 -0.0692866 -0.017091 -0.0498772 0.000861643 -0.00262841 0.0103815 0.000963046 0.0109076
internal_weight=1.10693 0.0236861 0.0165502 1.08325 1.07511 0.202443 0.0681686 0.134274 0.0686925 0.0395099 0.872665 0.185691 0.686973 0.145117 0.0553899 0.0897269 0.0533655 0.0332281 0.0451536 0.0655814 0.0259366 0.0396448 0.0248881 0.022589 0.0118683 0.680699 0.498094 0.182605 0.154572 0.137694
internal_count=2900 132 56 2768 2757 280 113 167 76 49 2477 239 2238 209 59 150 114 97 89 91 43 48 90 63 44 2231 1924 307 275 241
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=19 18 18 15 16 16 5 18 15 9 15 15 19 0 14 2 14 6 10 13 13 6 15 7 15 2 8 16 10 10
split_gain=0.000939485 0.00267088 0.00294658 0.00127098 0.0037484 0.00661928 0.00731533 0.0057537 0.003318 0.00458085 0.00315975 0.00298399 0.0022563 0.00230689 0.0016593 0.00959226 0.00681625 0.00511521 0.00831487 0.00715095 0.00708367 0.00532888 0.00834432 0.00712433 0.00495953 0.0105004 0.00436496 0.00417302 0.00387783 0.0053587
threshold=14.651182102100002 13.622618370000001 13.373311100250001 44.34858359035001 22.674946976100003 22.614947116400003 24.301614351200005 13.415872650200003 42.80317728375001 199.02473417820002 45.169600924000008 46.574831689400007 14.551174033150001 87.29692395375001 241.54317565595002 147.22108985190002 244.99684607285005 16.415383542800004 62.041548276350007 117.47217800995001 117.38883580790001 14.980350013450002 35.885292828950007 23.496712412700003 41.403124198950003 141.74751097030003 8.3434888241000014 14.034967180100002 62.014663695050011 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 5 6 -5 -6 12 -10 -7 -8 14 -14 15 24 -16 19 28 20 21 22 -18 -23 25 27 -25 -1 29 -19
right_child=1 -3 -4 4 7 10 11 -9 9 -11 -12 -13 13 -15 16 -17 17 18 -20 -21 -22 23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.064364302753055602 0.02864615862382805 0.048209481097492679 -0.041410536745382164 -0.065330293207244275 -0.028548627910506792 -0.026877002010726077 0.10006338520008261 0.087696116088452611 -0.00079287799477432909 0.067698188329789299 -0.10013667306498474 0.0054274926994637689 -0.034658043474231792 0.0098156052082413077 -0.059868010126402998 0.078557221174946998 0.00038709632210048828 0.011285943165616983 -0.078205583709098525 0.056048201798047287 -0.086281563005740899 -0.02105153146321697 -0.081026136057768955 0.090788445711002627 0.063765380847471909 -0.090194365770750184 0.023469400802561196 0.0037000924953194368 0.052633310499764663 -0.062924264901643906
leaf_weight=0.0091951072427410852 0.012293839864014555 0.015002962936819131 0.011734032805179595 0.0079448200456226914 0.0092010462055842623 0.010988042831172606 0.0071242976700887084 0.0079257069301092997 0.022897464310517535 0.017026445543088964 0.012682866857016306 0.0062590310900269563 0.037412139632863273 0.016946358766745107 0.021122282032820294 0.016707524025363796 0.20505314571561994 0.02540542137224322 0.021149282806789849 0.024389455058553722 0.0092843370875925757 0.018748255834225347 0.013412766612471927 0.017626660370526182 0.012444979307474568 0.012613630955609523 0.021235329695400651 0.44180502052860948 0.0098769650853447466 0.015770689836926977
leaf_count=159 26 19 16 30 34 17 4 13 30 28 71 41 46 21 40 44 1114 98 45 19 8 32 63 15 10 19 32 777 13 16
internal_value=-0.000130077 0.0151046 -0.00556609 -0.000695173 -0.0145697 -0.0297235 0.0106814 0.0252457 0.000175392 0.0284167 -0.0661295 0.0558047 -0.0010112 -0.0207933 0.00018915 0.00408157 -0.00456941 -0.00151135 -0.0254807 0.00407589 -0.000366128 0.00252318 -0.00461129 0.029578 0.00146781 -0.000204471 0.0540033 0.00231238 -0.00363891 -0.017137
internal_weight=1.09128 0.0390308 0.0240279 1.05225 0.0621258 0.0449991 0.0213281 0.0171268 0.990123 0.0399239 0.0236709 0.0133833 0.950199 0.0543585 0.895841 0.492766 0.403075 0.381952 0.0722024 0.30975 0.28536 0.276076 0.218466 0.0576102 0.476059 0.463614 0.038862 0.451 0.0510531 0.0411761
internal_count=2900 61 42 2839 210 163 75 47 2629 58 88 45 2571 67 2504 1009 1495 1455 172 1283 1264 1256 1177 79 965 955 47 936 127 114
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=12 19 18 7 13 0 17 2 0 18 10 7 17 9 14 16 15 5 19 16 9 9 15 15 3 17 16 4 16 18
split_gain=0.000901638 0.00270982 0.00468804 0.0039686 0.00404293 0.00276291 0.00194943 0.0019309 0.00214184 0.00200119 0.00607471 0.00387839 0.00289903 0.00299242 0.00545269 0.0063523 0.00262965 0.00464175 0.00237753 0.0022681 0.00207967 0.00462073 0.00337762 0.00214718 0.00391152 0.00403471 0.0035425 0.00448877 0.00340309 0.00432818
threshold=322.29449443480007 14.351157895250003 14.643918747750002 26.185885009700005 82.390487865700024 86.780739992750014 209.52161856205001 296.01432942755008 97.835679825150024 17.327266398450003 83.715897724050009 29.467962229850006 208.12573104970002 201.78065190905002 300.26608985595004 18.764956119400004 15.105253432850002 1.6103415277500004 11.950964240300001 15.549963637400003 220.28141982375004 215.80505313260002 35.194695975650014 17.512831095650004 76.220476456350013 182.28951942140003 12.644970430600003 323.29283506040002 13.894967507500002 16.366336611050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 6 -5 -3 -4 9 -9 12 -11 -12 16 -14 15 19 17 -1 -19 -15 21 23 -22 26 25 -25 27 -18 -26 -30
right_child=1 5 3 4 -6 -7 -8 8 -10 10 11 -13 13 14 -16 -17 20 18 -20 -21 22 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.081025852043166993 -0.073749726096288548 -0.026483583722316698 0.0051561061312142761 0.026896903298088533 -0.09310610864592668 0.050421464423400543 0.091687297551906202 0.092198972047941169 0.00053410442367305864 0.065560014421819496 -0.085799444179530754 0.052425823618302503 -0.078572303377085886 0.009228932760644756 -0.068443930706981584 0.06342885003353356 -0.10005971789134943 -0.10004787525932819 -0.0011098608029216153 -0.10004761028622847 -0.063023927640001254 0.050566868863419503 0.018076944003562165 0.027381776854300096 -0.05644356301397993 -0.10006875661564983 0.053186499231851196 0.034027188416555131 0.00051897734130962835 0.05891560130843855
leaf_weight=0.0024908930272432581 0.014087159183378106 0.0081070634937723263 0.0057161483830334703 0.0049890768486253734 0.0064202306089313765 0.011023579558241181 0.0047812454588438413 0.0048256107413066074 0.0054032843541023112 0.015766892964506951 0.0058245696859244855 0.0031157834735937584 0.0087731030756401651 0.0033727185177667698 0.011167015989201445 0.012291679622649099 0.0041510174407186629 0.007904846549532607 0.0035061328226859709 0.0043479209377323969 0.012526453999242904 0.019088768003316048 0.008703040816087082 0.003685969816672352 0.010290698590026182 0.0076162163876958289 0.018949300552996817 0.006264285424379068 0.82903693726596472 0.012889317869849037
leaf_count=4 80 26 47 64 83 29 12 14 30 42 184 115 54 9 27 21 48 131 21 51 34 59 25 12 69 77 58 17 1445 12
internal_value=-0.000123373 -0.012581 -0.028745 0.0001954 -0.040631 0.0178311 0.0445684 0.000548571 0.0437782 0.000111521 0.0282217 -0.0376268 -0.000592111 -0.0269786 -0.0124615 0.0187772 0.000520973 -0.0426509 -0.0696482 -0.0523108 0.0011641 0.00188436 -0.0297766 0.000843588 -6.07135e-05 -0.0585035 0.0274362 -0.0194131 0.00071436 0.00141299
internal_weight=1.07712 0.0551245 0.0359939 0.0219067 0.0114093 0.0191306 0.0104974 1.02199 0.0102289 1.01176 0.0247072 0.00894035 0.987056 0.0399524 0.0311793 0.0200123 0.947104 0.0139019 0.011411 0.00772064 0.933202 0.911973 0.0212295 0.892884 0.863519 0.0113022 0.0293646 0.0104153 0.852217 0.841926
internal_count=2900 341 286 206 147 55 59 2559 44 2515 341 299 2174 162 108 81 2012 156 152 60 1856 1797 59 1738 1615 89 123 65 1526 1457
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=0 18 18 7 7 7 17 7 3 5 16 7 17 6 16 10 0 3 9 2 5 10 0 8 15 9 5 2 9 6
split_gain=0.000905088 0.00204578 0.00428574 0.00539297 0.00402734 0.00274526 0.00366632 0.00238356 0.00453306 0.00397029 0.00326998 0.00173223 0.00451908 0.00607329 0.00344214 0.00442171 0.00323803 0.00635501 0.00538793 0.00297489 0.00337055 0.00217229 0.00514614 0.00485911 0.00394117 0.00707958 0.00439065 0.00934679 0.00707392 0.00316917
threshold=85.716110573100011 13.512826932300003 13.400856420150001 22.726915405250001 22.535351262400003 22.227765484150002 187.59608338195002 19.617375644250004 103.44111502715002 29.040033326300005 22.744946812400002 22.580174331950005 189.37128582595003 14.055328400500002 22.714946882600003 61.885617704800005 89.528344202050008 93.249170254600017 62.308883479750001 234.61110956795002 13.264960807550002 62.057679025150001 86.345209775600011 8.4434108459500017 42.385947950200006 199.21354841250005 21.964328598750004 158.68292856370002 202.48520976110004 16.535386346650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 -1 -10 -9 12 16 -14 15 -13 17 -2 19 20 -18 29 23 -23 26 -26 -24 -28 -29 -17
right_child=11 -3 -4 -5 -6 -7 -8 10 9 -11 -12 14 13 -15 -16 21 18 -19 -20 -21 -22 22 24 -25 25 -27 27 28 -30 -31
leaf_value=0.06863516367002713 -0.071023463922658389 -0.061315912977048095 0.083624584995911563 -0.089609764944899445 0.057756009880332887 -0.043514463957235322 0.069540698392841729 -0.10006589554243761 -0.1000848250928313 0.0080091063102453713 -0.011386645195334997 -0.068549731623497201 -0.025987364376034411 0.086244227359419556 0.056296398375158221 0.017393343666480484 0.017010490133832133 0.0077368566636495696 0.081576265848638974 0.047381481382783946 -0.067306839269613755 -0.08858564126958561 -0.0017207235497650596 -0.0096746566843230377 -0.084013178964723725 0.011611794602388918 0.085942212286490821 -0.056101279307492348 0.039080746707036457 -0.025887941674358803
leaf_weight=0.009075817131133701 0.014215469030560257 0.006956971289203028 0.0051476612762864074 0.0078176612120905986 0.0097217016625137376 0.019006951741543932 0.0067545321832458418 0.0055176211514604825 0.0044378140522126621 0.014501831222917871 0.016876564852282172 0.0096986900707065615 0.0069193594044349984 0.015904164069524995 0.010461839450726984 0.11455309170551509 0.01020990699640123 0.036676926218206063 0.011486277151099955 0.00908972140868336 0.0088508660729473831 0.013177510523775027 0.58047844388984204 0.019134027907615092 0.015359737591325029 0.01561113081980281 0.01834905825307942 0.014215687813873501 0.017323232804976385 0.019849288481935901
leaf_count=21 36 48 15 50 25 48 15 138 75 109 36 14 43 22 18 129 38 36 31 30 55 18 1671 36 22 39 14 17 25 26
internal_value=-0.000123265 -0.00890138 -0.0052128 -0.0100928 -0.00285542 -0.0105912 0.000355656 -0.00891464 0.0105267 -0.0173188 -0.033236 0.00084272 0.0124532 0.0522192 -0.000708871 -0.00142075 0.00242768 -0.0142628 0.0238577 0.000306786 -0.0221422 -0.000634495 -0.00288907 -0.0418567 -0.000985193 -0.0358126 0.000725931 0.0291943 -0.0038211 0.0110013
internal_weight=1.06738 0.105815 0.0988582 0.0937105 0.0858928 0.0761711 0.0571642 0.0504096 0.0280155 0.0189396 0.0223942 0.961564 0.113353 0.0228235 0.848212 0.83775 0.0905292 0.0508924 0.0396368 0.0281505 0.0190608 0.828051 0.693649 0.0323115 0.661337 0.0309709 0.630366 0.049888 0.0315389 0.134402
internal_count=2900 580 532 517 467 442 394 379 205 184 174 2320 291 65 2029 2011 226 72 154 123 93 1997 1842 54 1788 61 1727 56 42 155
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=9 9 13 4 6 0 10 16 17 17 9 9 17 14 17 17 16 12 6 10 13 2 17 15 13 0 0 15 0 15
split_gain=0.000910884 0.00252594 0.0046538 0.00467672 0.00365097 0.00699515 0.00804139 0.00578779 0.0021117 0.00600633 0.00256371 0.00229925 0.00224028 0.00541916 0.00310746 0.00211326 0.00262533 0.00170395 0.00159363 0.0032027 0.00152881 0.00131503 0.00276358 0.00140326 0.00779035 0.0105447 0.00893751 0.00722771 0.00575948 0.00522907
threshold=207.37918994975004 212.35308743945004 99.19872809730002 173.95266242615003 14.215332138950002 89.219171517050015 67.004441985200017 18.714956236300004 203.08534335880003 200.23903127160003 219.79476616820003 213.24207352880003 192.84209122775002 193.50822769395003 196.65693750130004 214.76367417690003 17.654958715000003 217.64277969395002 15.925372093750001 76.220476456350013 104.12129493415001 357.36576196840008 207.18249964335004 28.566186095050004 109.57886493895002 95.762878606550018 93.442739239950015 27.008040895250005 93.910530954700008 26.557525034400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 2 -2 -4 20 -6 -7 -8 9 11 18 -3 13 -13 -14 -12 -17 -15 19 -10 -5 23 -23 27 25 28 -26 29 -25 -1
right_child=1 8 3 4 5 6 7 -9 10 -11 15 12 14 17 -16 16 -18 -19 -20 -21 -22 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0018546459924475079 0.055304734707772175 0.043255411103597943 0.031100161600717231 -0.10018864894033895 -0.098730714217076673 0.097549922906986122 0.034560407874384094 -0.10014442300991661 -0.087854910632747044 0.072903580084840491 0.032573552589014447 -0.058871770828324003 -0.091349976389376072 0.067954727510056767 -0.0034422186946466826 -0.10004004767006879 0.005272247194876992 -0.00013252877948912399 0.01059497881728666 0.017806119147924529 -0.042994276567449509 -0.083305030122822477 0.041901893450234227 -0.015727348289025805 -0.00024389219020459795 0.030449892667256562 0.069302970965440552 0.039984346409179215 -0.10017166265255793 -0.10016503999416204
leaf_weight=0.23141377724854617 0.0068737661143218878 0.0091737294860125829 0.0098123776717784494 0.011937596824310504 0.0082710673382138111 0.0069340509508037931 0.0060738262849042712 0.0067172398888146745 0.010318083767188568 0.013712265015897174 0.013980904639694813 0.0080990736355026627 0.0069563939524641674 0.0096330622214355621 0.0095299508147457246 0.0033362435555801548 0.0081492524354729312 0.005943264414099759 0.0043589086437805227 0.003973430791639033 0.0076804445896527787 0.0050703095633952691 0.0027024423525574548 0.01272251658423329 0.51577369546870389 0.015214076170792623 0.019164875466231024 0.05466683347741963 0.022119102289479997 0.0051355779953041738
leaf_count=1288 33 21 25 35 28 15 31 17 36 24 36 25 27 44 31 66 22 22 15 38 25 57 17 25 652 27 14 91 91 22
internal_value=-0.000115853 -0.00678619 -0.0224553 -0.0317629 -0.0447177 -0.0215377 0.0108307 -0.03618 0.00261549 0.0143579 -0.0141657 -0.00191423 -0.0122319 0.00747686 -0.0405348 0.00646399 -0.0253183 0.0419755 -0.0423347 -0.0584783 -0.0777971 0.00117798 -0.0397729 0.00154125 -0.00128231 -0.0390072 0.00224772 0.00721321 -0.0693366 -0.000360241
internal_weight=1.05545 0.171465 0.0643004 0.0574266 0.0476142 0.0279962 0.0197251 0.0127911 0.107165 0.0630477 0.0441168 0.0493355 0.0401617 0.0236754 0.0164863 0.0254664 0.0114855 0.0155763 0.0186504 0.0142915 0.019618 0.883983 0.00777275 0.87621 0.584994 0.0500557 0.534939 0.291216 0.0348416 0.236549
internal_count=2900 616 209 176 151 91 63 48 407 194 213 170 149 91 58 124 88 66 89 74 60 2284 74 2210 809 143 666 1401 116 1310
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=12 4 5 19 16 15 7 8 17 17 8 6 18 8 2 4 17 15 2 17 18 0 18 17 18 3 7 9 18 5
split_gain=0.000940007 0.00350008 0.00869243 0.00316686 0.00820447 0.00632999 0.00477334 0.00302998 0.00253717 0.00219382 0.00217442 0.0046717 0.0026818 0.00234711 0.00328708 0.00625097 0.00257413 0.00449615 0.00903388 0.00313845 0.00299194 0.00508937 0.00425195 0.00512868 0.00287478 0.00609522 0.00303621 0.00775348 0.00479696 0.00402589
threshold=92.695913642950003 163.60960442095003 20.361635946650004 12.651020723000002 18.594956516900002 27.576031546750006 23.147601011700004 8.2435668022500028 166.83257850275001 167.56787829315002 8.9430209551500024 18.080422446150003 12.327130025600001 8.7431769115000026 100.60547560250002 253.68334227400001 184.59783591905003 25.918792046100005 87.122651665300012 172.46189488870002 13.086509421050001 85.509099297050014 13.197799034350002 188.54236693505001 13.278511569200001 93.206154924500012 23.124786352450005 190.58777288605003 13.386548691950003 21.850554661550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 -1 -3 -10 13 -12 -13 16 -15 -16 17 -11 -19 -20 21 -18 23 -22 25 -24 27 -26 -29 -28
right_child=1 8 -4 4 5 6 -8 -9 9 10 11 12 -14 14 15 -17 20 18 19 -21 22 -23 24 -25 26 -27 29 28 -30 -31
leaf_value=-0.0082829013159331343 0.085762226397487873 -0.045041566854305264 -0.014143683039230566 -0.1001632543606924 0.045778442844599226 -0.0026688873514454821 -0.067999047313679839 0.078855166871590721 0.055749940953799773 0.0029659189027550622 -0.069772363922160657 -0.042540085269842126 0.045073366529832265 -0.015127416454390141 0.097200301042730752 -0.0056062525112863595 -0.029086227571057267 0.036947574106543764 -0.0012260726621724236 -0.080511428253140893 -0.078088206146048722 0.049126900184131433 0.078183861526474108 -0.00043333780283552929 0.01261093153306214 -0.004873411232794546 -0.0017045606048390238 -0.014394746259059185 -0.083733018316779623 0.018925710637793539
leaf_weight=0.0088596174557541429 0.016135645180838765 0.012533113288326181 0.018920883985456882 0.010470768308337597 0.018048261676085531 0.036106931583162805 0.016202628332393942 0.0072608391288149212 0.0070697777770227779 0.059103262859843242 0.013576845296654483 0.0056661794760657367 0.0091120511528544057 0.01289129136421252 0.012264196080650436 0.011423026196414554 0.011459632799112995 0.011564198568521533 0.0061329714222573264 0.026851316680479576 0.014973872060693338 0.030363210313433697 0.014989680115832016 0.019686394212409475 0.041532889500551562 0.021520909379908915 0.40563508326583175 0.019927927542161772 0.019981977515450833 0.12335775201821519
leaf_count=37 17 289 28 42 20 53 20 8 24 351 45 13 35 12 14 32 30 11 18 85 27 53 13 34 137 30 1194 20 24 184
internal_value=-0.000126963 0.000833466 0.0318405 -0.00950522 -0.0175766 -0.00528594 -0.0229046 0.0309651 -0.000358919 0.000263951 -0.000175811 -0.0274243 0.0114811 0.000718792 0.0255076 0.0476224 -0.00037752 -0.0151159 -0.0391054 -0.0657694 0.00173418 0.0276962 0.000141167 -0.0339817 0.0019693 0.0292263 0.000339042 -0.017635 -0.0491108 0.00310629
internal_weight=1.04362 0.946674 0.0350565 0.096949 0.0808286 0.0703578 0.0523096 0.0161205 0.911618 0.899084 0.892015 0.0283551 0.0147782 0.86366 0.0365785 0.0236872 0.827081 0.103652 0.0445485 0.0329843 0.723429 0.0418228 0.681606 0.0346603 0.646946 0.0365106 0.610436 0.0814428 0.0399099 0.528993
internal_count=2900 2720 45 180 135 93 73 45 2675 2386 2362 93 48 2269 58 46 2211 465 114 103 1746 83 1663 61 1602 43 1559 181 44 1378
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=10 5 8 19 16 5 15 13 12 2 9 12 5 18 10 10 15 7 18 10 0 14 17 17 12 4 16 17 2 6
split_gain=0.000981555 0.00347278 0.00303473 0.00191907 0.00299209 0.00177971 0.00282772 0.00199153 0.00444503 0.0017441 0.00165691 0.00150527 0.00458813 0.00468303 0.00673772 0.00459298 0.00307053 0.00284264 0.00281034 0.00852896 0.00238725 0.00226344 0.00413402 0.00446519 0.00332416 0.00464571 0.0063415 0.00327144 0.00308658 0.00271139
threshold=90.740838818900016 7.7286379265000011 5.445750190600001 10.550851274900003 11.934972090850001 1.7284709126500002 11.896459116400001 95.539736581750006 315.91084638950008 339.55821382900007 53.944017839150007 269.99091998845006 20.410615048800004 14.092183088000002 62.041548276350007 75.403185184700007 47.295972913900009 26.302865891850004 14.2124820928 62.55235532115001 105.70748523110002 325.33643297535008 200.23903127160003 177.48499193625003 247.85609524425004 301.91036987065007 13.894967507500002 192.2469332606 71.847610775600018 13.855323727400002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -1 10 8 -8 -5 -7 21 15 14 16 -13 -14 20 -15 -20 -17 24 23 -23 25 26 28 -27 -6 -25
right_child=1 2 -4 4 11 6 7 -9 -10 -11 -12 12 13 18 -16 17 -18 -19 19 -21 -22 22 -24 29 -26 27 -28 -29 -30 -31
leaf_value=0.10003465532506482 -0.10003644883347314 0.096156912329353417 -0.10001965588045938 -0.081231943371383231 0.028855281603597124 0.012309468009723608 -0.074524676887971056 0.071581903828206103 0.070912389505988702 0.018749272072639347 -0.10009581556046053 -0.094676919664214737 -0.022041067342709508 0.08604315655955716 -0.092129677501533697 -0.021169438881651362 0.059111669509735523 -0.055551932305533583 -0.085989619034284703 0.060950158060504314 0.084591922514140314 0.069289275578066745 0.07629459074608308 0.011766951411875597 -0.037948915394769529 0.079270931583088622 0.00083377421801734519 0.015074415039001211 -0.092730351279443443 -0.081964371018051166
leaf_weight=0.002974769042339064 0.0040112570343145961 0.0025145913059532177 0.0011487899088524767 0.007098891461151946 0.0025967100144725927 0.002509913958846254 0.0039380832810707034 0.0085349858024472702 0.0045060232826088509 0.0023133211649408736 0.0027461864507394296 0.011420805609520662 0.011729167213043318 0.0075970403799416877 0.0096062327335875719 0.0046239969915973234 0.0077383891369393601 0.0078705866473498531 0.0058306262271798906 0.012248187969500668 0.0039637512090848759 0.00609427136191698 0.011192143983407732 0.0061428951174775648 0.022204070175797952 0.011941653945039654 0.80566982609893911 0.02367729029703014 0.0106559699683757 0.0062021274971897355
leaf_count=3 240 4 85 146 5 27 66 36 12 16 21 66 51 15 40 40 25 76 12 50 11 12 28 20 50 27 1518 55 117 26
internal_value=-0.000122063 -0.0357513 0.0346384 0.000145066 -0.000542958 0.0273937 0.0176753 0.0375167 0.00308481 -0.0566587 -0.0464196 -8.91346e-06 -0.0129299 0.00388524 -0.023599 -0.0459519 0.0102173 -0.0121405 0.0350068 0.0135604 0.0276457 0.00116901 0.0283516 -0.000748547 0.000250324 0.00124288 -0.000294846 0.036597 -0.068907 -0.0353236
internal_weight=1.0313 0.00767464 0.00366338 1.02363 0.998418 0.02521 0.0222352 0.0169791 0.00844411 0.00941221 0.0052561 0.989006 0.0826288 0.0547496 0.0290738 0.0278791 0.0194676 0.0164583 0.0256759 0.0180788 0.00858775 0.906377 0.0296314 0.0184393 0.876746 0.854541 0.818923 0.0356189 0.0132527 0.012345
internal_count=2900 329 89 2571 2406 165 162 114 78 162 48 2244 386 193 116 193 76 127 77 62 51 1858 86 58 1772 1722 1640 82 122 46
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=2 17 6 14 5 2 6 4 5 14 17 17 8 17 8 4 12 2 18 19 5 6 5 0 3 13 0 6 17 6
split_gain=0.000914777 0.00356476 0.0023824 0.00166696 0.00159041 0.00140664 0.00387971 0.0020275 0.00942785 0.0022396 0.00163666 0.00402604 0.00325032 0.00398429 0.00363888 0.00266804 0.00275427 0.0057793 0.00440772 0.00510969 0.0036884 0.00847113 0.00779966 0.00578055 0.00832661 0.00780395 0.00849852 0.00617438 0.00535856 0.00429031
threshold=59.615984903700003 182.72552322705002 16.305380972600002 155.96809095785002 19.385335982600001 68.519383356500015 14.515339148550002 163.60960442095003 20.361635946650004 164.58247045880003 187.07782946595003 187.73134645290003 8.8430989333000021 196.65693750130004 8.7431769115000026 169.78633280640003 114.86856072930001 92.716362671650018 15.200392777800003 13.851117550450002 18.725555412050003 13.665319288000001 15.094471190800002 93.063666643600016 87.114108800950007 113.92610173585001 89.738043936200015 16.245379570700006 197.94573456765002 13.775321858200002
decision_type=2 2 2 2 2 2 2 2 2 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 -5 8 -7 -9 -11 -12 14 -14 15 -13 18 -18 19 -17 21 22 -19 24 -22 27 -27 -26 -25 -23
right_child=3 2 -4 5 -6 7 -8 9 -10 10 11 12 13 -15 -16 16 17 20 -20 -21 23 29 -24 28 25 26 -28 -29 -30 -31
leaf_value=0.029318032529299751 0.033195792755339217 -0.085837095541895392 -0.01562159659174705 0.014128119718532587 -0.01627052960195002 0.083283572583951734 -0.059827108013759178 -0.064445852360975178 -0.02530113066361735 -0.0080916043772434661 0.048713922504493662 0.051274089441366966 -0.09050450409075432 -0.0058330266252447482 0.047039577737639664 -0.082146748872711672 0.10002345234811627 0.0041368311328057799 0.028386412168396533 -0.009376192710180184 0.082669350126019947 0.087262024056132426 -0.076328614755624746 -0.091831327457236309 -0.086926854332329828 -0.0023801938825713863 0.070293236193557596 0.0043732738125060585 -0.012077220886685752 0.026047631596836998
leaf_weight=0.016356667572054673 0.01540603667075402 0.0086439440241292687 0.010958310318528675 0.014566132320876335 0.014379972044480382 0.014997873149962315 0.013827148075051809 0.0053894320418947919 0.01712747200608028 0.18736953836440962 0.018302140921790055 0.010503692736165249 0.0083668609727709509 0.016551068907986632 0.017869391334670581 0.015740160381042756 0.0060110102090220599 0.087573774637222712 0.013511330055933968 0.024934045381087344 0.011694099926899071 0.013495233135472517 0.013967755524909364 0.013633896928514133 0.018794992464080007 0.28471793306228854 0.017055240279660211 0.012225068745447487 0.022048058972977236 0.075524135196246789
leaf_count=19 36 31 13 32 21 19 14 10 34 962 40 13 33 37 31 29 5 663 34 24 7 20 78 60 37 371 23 20 68 116
internal_value=-0.000117591 -0.0132617 -0.0465843 0.00056369 0.00798967 3.77086e-05 -0.0218871 0.000708955 0.0253922 -0.000176754 0.000212479 0.00242727 0.00118914 -0.0342637 0.00252907 0.00128907 0.000456914 0.0024821 -0.0210988 -0.037537 0.00145478 0.0128095 -0.00693176 -0.00423679 -0.000268219 -0.00318258 0.00172707 -0.0509453 -0.0425509 0.0353277
internal_weight=1.02154 0.0503389 0.0196023 0.971204 0.0307366 0.955797 0.0283933 0.927404 0.0321253 0.895279 0.889889 0.70252 0.684218 0.0249179 0.6593 0.64143 0.630927 0.576741 0.0541855 0.0406742 0.57073 0.190561 0.101542 0.380169 0.344487 0.332793 0.301773 0.0310201 0.035682 0.0890194
internal_count=2900 84 44 2816 40 2780 46 2734 53 2681 2671 1709 1669 70 1599 1568 1555 1468 87 53 1463 877 741 586 458 451 394 57 128 136
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=19 5 17 10 16 17 5 0 3 0 13 10 4 9 6 5 19 16 9 9 2 9 0 6 2 18 2 2 15 15
split_gain=0.000927388 0.00196594 0.00128752 0.0049994 0.00453748 0.00535982 0.00406028 0.00578149 0.00507745 0.00425228 0.00382929 0.00396878 0.00376213 0.00473023 0.00404862 0.00304593 0.00330383 0.0024005 0.00330045 0.0023729 0.00197055 0.00292658 0.00195834 0.00250831 0.00145477 0.0028329 0.00219051 0.00211611 0.00201669 0.00630644
threshold=14.651182102100002 22.334016245700003 201.78545703200004 61.960894532450006 22.644947046300004 202.72018094520004 21.893521430150003 94.964406541850011 84.584269700150017 96.249489528150022 106.97106055245001 75.465019721650009 208.43801132360002 206.08249486475003 15.925372093750001 7.7286379265000011 12.250988447150002 17.654958715000003 214.06274384885003 206.50942114985003 198.68761053240004 194.29350362915002 100.67200315280002 5.0951190466500007 325.75432260090003 14.117867417450002 309.73785348360008 339.55821382900007 44.34858359035001 43.376643616500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 24 -4 5 19 7 12 9 -9 11 -11 -7 -14 -15 -13 22 18 20 -5 21 -18 -17 -24 26 -26 28 -27 29 -1
right_child=1 -3 3 4 -6 6 -8 8 -10 10 -12 15 13 14 -16 16 17 -19 -20 -21 -22 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=0.0007868404429941878 0.042123091411314317 -0.0050293694737331635 -0.10018410651966225 -0.10017367226970256 0.073560441833834631 0.012729216256122845 0.050843056350561501 -0.10008678725657386 0.10010076964013877 -0.10005121716572868 0.050673532186857752 -0.10002505220065816 -0.091072029479259853 -0.061301995304260615 0.034119437685042171 0.096447017622189143 0.040520288959586578 0.064472314462963573 -0.085683523224846236 -0.02055514637656361 0.031335536404614554 -0.061256945769824302 0.081140774174708108 -0.10002765991600743 -0.10008862723201434 -0.08110663631475136 0.052038325302650401 0.038413092225054762 -0.020574909389966728 0.067213102589555554
leaf_weight=0.73587866290453119 0.015762050191142407 0.02014100881297054 0.0057788491776591391 0.0085667425969688793 0.006942320813323021 0.011750451082829017 0.012787001337379422 0.0038962639606268104 0.0056369847152382127 0.0041283245884784483 0.01558534665298339 0.0027281916691244126 0.016681156908362027 0.0095849399202521113 0.0082941253028820938 0.0059144695405848324 0.0042843024634748881 0.0042725853122647086 0.0054837951444710589 0.0066482370826861379 0.01101035794249583 0.0082960532506604068 0.0016671734192641452 0.0014110057485652305 0.0041772034774588684 0.0020921306090162517 0.0084627245581856414 0.0050742008559829799 0.0414756230493869 0.014575461282220203
leaf_count=1804 22 39 8 36 20 27 33 26 2 40 22 125 34 27 18 12 11 19 59 13 36 43 3 72 52 24 46 46 162 19
internal_value=-0.000111926 0.0156714 -0.000694268 -0.00885307 -0.00546046 -0.00915149 -0.00273846 -0.00841841 0.00886394 0.00137535 0.00747775 -0.00620665 -0.0361514 -0.0527708 -0.0170358 0.00238972 0.00898889 -0.00551717 -0.0158023 -0.0653841 0.000441943 -0.0265962 0.0627812 -0.00190498 0.000927456 -0.034633 0.00143144 0.00352064 0.000890639 0.00207698
internal_weight=1.00899 0.0359031 0.973085 0.161349 0.15557 0.148628 0.133413 0.120626 0.0743149 0.0686779 0.0647816 0.0491963 0.0463107 0.0345602 0.0178791 0.0450679 0.0423397 0.0333471 0.0290745 0.015215 0.0235907 0.0125804 0.00899265 0.00307818 0.811736 0.0113435 0.800392 0.00716633 0.79193 0.750454
internal_count=2900 61 2839 686 678 658 609 576 470 468 442 420 106 79 45 380 255 168 149 49 90 54 87 75 2153 122 2031 70 1985 1823
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=5 10 18 17 13 17 18 0 9 5 13 8 0 13 18 18 13 7 2 19 6 9 16 19 16 0 16 15 4 10
split_gain=0.000842738 0.0028307 0.00405094 0.00520715 0.00391185 0.00290395 0.00251144 0.00409259 0.00236318 0.00234349 0.00332594 0.0040397 0.00229102 0.00504138 0.00298987 0.00294772 0.00224978 0.00180411 0.00260785 0.00239086 0.00148543 0.00345204 0.00219662 0.00332501 0.00508144 0.00564466 0.00486401 0.00607019 0.00470702 0.00328628
threshold=11.848158554650002 82.204984254750016 15.042884401850001 194.76181357870004 105.64833915220002 180.19381692845005 16.203680688850003 104.86330937810001 26.901933640100001 13.175707186950001 98.362617618700014 5.5456722124000004 102.21786657775002 98.542744313500023 17.140917755100002 16.915500282450004 99.962250206350021 27.952168727600004 297.58713971970008 12.651020723000002 10.715250360100002 48.745053608200003 11.934972090850001 11.850956171350001 14.994964935250001 97.835679825150024 13.534968349350001 17.512831095650004 233.74578482015002 75.403185184700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 -9 10 11 -2 14 15 20 -14 -12 -10 19 -19 21 -11 -22 26 25 28 27 -24 -25 -26
right_child=9 5 -4 -5 -6 6 7 8 17 12 16 -13 13 -15 -16 -17 -18 18 -20 -21 22 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.10008399130758082 0.051719356038765721 -0.10003458649414683 -0.093016388660464203 0.060306145772213021 0.047577778321101022 0.065282498545871856 -0.10009839092349369 -0.10004796954183909 0.052029968264995764 0.022183232999315704 0.085470550366027104 -0.10005076935900099 0.074134994761234752 -0.10015533436358699 0.051409914337662233 -0.057281483532723776 0.019204060393679598 0.052145690860775397 -0.10002626067911735 -0.10003017842265625 -0.05714662279649492 -0.084503312842492725 0.066844144444232409 -0.0581508088797318 -0.00065192784582142446 -0.1001459889344169 0.071023566408577543 -0.10009268049133241 0.068228690549873974 0.027036567505073269
leaf_weight=0.0062471052588274345 0.0032573312309978055 0.0023894830041839557 0.0086285435843649338 0.0065264165922371839 0.0025169346336042508 0.0074270439927488488 0.0035689642386955702 0.0016373310340789251 0.011026937286708005 0.0056639610120328143 0.0094464606231667858 0.0037994568226622505 0.0041119371612126088 0.0070344976157912242 0.011332710481269714 0.0029180758529605555 0.011194933768251758 0.0054364899804824063 0.002305764429621604 0.0012744649088176629 0.0066284352908125834 0.0065289450337289168 0.0040782373362162616 0.0063869201767730033 0.77663011188857267 0.010645845532962994 0.015412391404748149 0.0046752885206813311 0.0054720047077561063 0.045369433239784485
leaf_count=98 7 139 101 21 4 25 45 99 72 8 20 40 21 33 27 34 32 97 59 17 118 34 8 25 1476 33 41 42 21 103
internal_value=-0.00011366 -0.0117085 -0.0382331 -0.00731842 -0.0576772 0.00638401 0.0141658 -0.000869722 0.0154646 0.00061347 0.0292695 -0.0299954 -0.000255988 -0.040304 0.00037067 0.0195856 0.0495307 0.0249006 -0.00827711 0.0232463 -0.000281069 -0.0349443 0.000201789 0.000639389 -0.000407184 -0.0472876 0.037213 -0.0223174 0.000163855 0.000876311
internal_weight=0.999572 0.0589855 0.023919 0.0152905 0.00876404 0.0350665 0.032677 0.02525 0.021681 0.940587 0.0276982 0.00705679 0.912889 0.0140645 0.898824 0.00703001 0.0206414 0.0200437 0.00901672 0.00671095 0.887492 0.0121929 0.875299 0.86867 0.844504 0.0225048 0.0241659 0.00875353 0.0118589 0.822
internal_count=2900 777 224 123 102 553 414 389 344 2123 99 47 2024 88 1936 55 52 245 173 114 1909 42 1867 1749 1658 79 91 50 46 1579
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=9 9 13 17 9 17 17 10 17 17 9 9 5 15 15 16 15 0 0 17 16 13 10 6 5 5 19 13 7 2
split_gain=0.000845426 0.00257555 0.00363389 0.00399541 0.00414733 0.00535081 0.00208822 0.0021042 0.00169113 0.00497722 0.00221245 0.00201861 0.00190175 0.00414894 0.00242052 0.00390448 0.00215891 0.00181914 0.00292725 0.00203545 0.00232275 0.00179798 0.00175021 0.00166291 0.00115874 0.00249934 0.00444222 0.00799377 0.00605837 0.00502948
threshold=207.37918994975004 212.35308743945004 99.19872809730002 196.65693750130004 210.97856947250003 200.83528241485001 202.72018094520004 67.171126389250006 203.08534335880003 200.23903127160003 219.79476616820003 213.24207352880003 30.133297129900004 32.895435401150003 24.287520732450002 10.489975469900001 35.194695975650014 89.458444290650007 90.337570099350003 214.76367417690003 17.654958715000003 103.58091484995002 66.697957758300021 14.955349429350003 11.848158554650002 16.579584939650001 12.651020723000002 98.238948544700023 24.142338514450003 79.817946638700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 -2 23 5 -5 -7 -8 9 11 21 -3 13 14 15 -13 -15 -12 -19 -20 -21 -10 -23 -4 -1 26 27 28 -26 -28
right_child=1 8 3 4 -6 6 7 -9 10 -11 17 12 -14 16 -16 -17 -18 18 19 20 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.013123584662692638 0.049215733074446259 0.041724603483814099 -0.10014106945137423 0.060667447075993156 -0.079153076138476997 -0.082275002243690401 0.04379460004217247 -0.042631844524062865 0.020131089346379326 0.069281657725680082 0.066045673485442144 0.05792449132687532 0.033318805191276002 -0.096681270333316971 0.047600141722957429 -0.1000654584863564 -0.017811231630264875 -0.098475098071835021 0.050230871478813589 -0.10003222709020493 0.012510015887127822 -0.025452806311723461 -0.10009046393121271 -0.037184254931339027 0.057293333685059761 3.0404991703267299e-05 -0.100161793254742 0.054906043899743767 -0.10008356484154124 0.0057750404015808636
leaf_weight=0.053306893125978805 0.0061312282811947219 0.0086918665261348504 0.0093818446255085064 0.010624686033473552 0.0074193414951722039 0.005252618155708432 0.0048668903339148528 0.0066884585468471869 0.003725057333305414 0.012679932069318056 0.0042641001055017105 0.0027046774550676398 0.0074210903549101195 0.0079687153723853044 0.0086591300453022768 0.0037097822894196497 0.0061485478292810933 0.0029110096711519864 0.0071251247598986813 0.0026446783183402545 0.0059818021116768705 0.0070162921228984487 0.0056893616386730628 0.0075894104695777278 0.003868923372607469 0.68796953072580236 0.0051590581030040985 0.04362136309100606 0.0066513882467953422 0.034126198678677611
leaf_count=692 33 21 39 26 23 13 19 32 38 24 6 22 12 16 34 32 33 5 27 66 20 20 31 24 10 1348 18 67 64 85
internal_value=-0.000119081 -0.00689404 -0.0235842 -0.0321972 -0.0128213 0.00511856 -0.0299951 -0.00623069 0.00304285 0.0139021 -0.0129557 -0.00159789 -0.0118829 -0.0233743 0.0131105 -0.0334485 -0.0623307 0.00711589 -0.00634859 0.010677 -0.0219928 -0.0409627 -0.0588742 -0.0719873 0.00114139 0.00211455 0.0174616 0.0360359 -0.042207 -0.0081369
internal_weight=0.989999 0.155296 0.0579545 0.0518232 0.034852 0.0274327 0.016808 0.0115553 0.0973412 0.0579837 0.0393574 0.0453038 0.0366119 0.0291909 0.0150736 0.00641446 0.0141173 0.0229267 0.0186626 0.0157516 0.00862648 0.0164307 0.0127057 0.0169713 0.834703 0.781396 0.0934269 0.0541417 0.0105203 0.0392853
internal_count=2900 616 209 176 113 90 64 51 407 194 213 170 149 137 88 54 49 124 118 113 86 89 51 63 2284 1592 244 141 74 103
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=16 16 15 15 18 4 13 13 10 3 10 9 7 16 9 19 12 16 13 13 0 10 18 18 16 19 16 7 4 4
split_gain=0.000869252 0.00737099 0.00627562 0.00927605 0.00725206 0.00499469 0.00620496 0.00866516 0.00563731 0.00491684 0.0081665 0.00464937 0.00344968 0.00342422 0.00329406 0.00270127 0.00671853 0.00621349 0.0179373 0.0098675 0.00334558 0.00756082 0.00298669 0.00825293 0.00716427 0.0103537 0.00472099 0.00652881 0.00974619 0.00756415
threshold=18.684956306450005 18.744956166100003 28.777417478550003 28.321365561200004 14.025183600500002 128.88186563570002 108.61908538635001 106.00321562545001 65.004229136100022 82.979260196300018 70.085415002650009 187.38923140910003 25.256598800350002 19.214955067100004 213.24207352880003 13.751109481500002 126.98760210945001 19.974953289850003 112.82921081865001 113.13031812925001 90.437043050150024 65.727424373200009 13.713893333650001 13.601370067700001 22.604947139800004 14.451165964200003 22.554947256700004 23.031046061850002 203.63782228400004 148.04566182605001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 -7 -9 -3 13 -8 -12 -11 -6 16 -15 -17 -19 -20 21 22 23 26 25 -24 27 28 29 -21
right_child=1 9 4 -5 14 6 11 8 -10 10 12 -13 -14 15 -16 17 -18 18 19 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1003566298309462 0.073593036021612823 0.055401058030757948 0.017013159824183274 0.085963329250944132 -0.10017912259817237 0.00010933040375165108 -0.036062852974823541 0.0254343565756905 -0.10014833211077337 0.046516449684216706 -0.079462749431255045 0.087084397470175476 0.002340101695500015 -0.10024144342766124 -0.011816146674918428 0.04483025502469995 0.007496203406950762 -0.1001381126004357 0.099534712393197833 -0.017727531989415433 0.038779196410970856 -0.07448102052670097 -0.077057296288342791 0.050891339562486065 0.018953330803301513 0.0066249565124467617 -0.0063707080513483345 0.064384106659671397 -0.044208230474231031 0.079849994732306473
leaf_weight=0.0052061875176149233 0.014039039842828061 0.015842198148675379 0.012403111939342182 0.012158444567297311 0.01694389948878805 0.22044315118230989 0.0040393124919598225 0.0047242804430167587 0.014686695128556693 0.016305679030299558 0.018325252609258769 0.012720797738836609 0.0071730241697878219 0.0091636749767758374 0.0056175043191508669 0.031249936767248521 0.015713299318122154 0.017666299517713924 0.010234301029413473 0.01372603438358061 0.021729974975642108 0.013730367587413639 0.03060990890048032 0.035199777680645639 0.038101913984405655 0.028599321875852013 0.26661235261860955 0.024427826289866061 0.025048113523837401 0.018860566402395307
leaf_count=4 18 24 35 16 96 1391 138 33 48 35 70 26 14 14 39 27 49 42 17 13 34 13 35 36 70 42 426 19 42 34
internal_value=-0.000123263 0.00189422 -0.00451395 0.00057753 -0.0444103 -0.00338762 -0.00142032 -0.00553081 -0.0695838 0.000365204 -0.000991869 0.057405 -0.0564505 0.0013001 -0.0781779 7.26744e-05 -0.03219 0.00146657 -0.00102195 0.00230142 0.00037531 -0.00131087 0.000777004 0.00474366 -0.0148707 -0.036637 8.49185e-05 0.0210586 0.0026955 0.0387487
internal_weight=0.981302 0.672359 0.308943 0.273979 0.0349645 0.26182 0.256614 0.239854 0.019411 0.65832 0.642478 0.0167601 0.0254983 0.616979 0.0225614 0.600674 0.024877 0.575797 0.544547 0.52688 0.516646 0.494916 0.481186 0.383875 0.0973111 0.0592092 0.348675 0.0820625 0.0576347 0.0325866
internal_count=2900 1074 1826 1656 170 1640 1636 1472 81 1056 1032 164 84 948 135 913 63 850 823 781 764 730 717 570 147 77 534 108 89 47
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=9 9 10 4 6 0 10 16 12 14 17 4 13 15 15 16 15 7 19 6 9 10 2 17 19 17 17 0 17 2
split_gain=0.000907939 0.00214869 0.0031676 0.0034269 0.00297655 0.00592394 0.00588551 0.00488799 0.00158173 0.00250177 0.00237682 0.00184569 0.00135998 0.00125378 0.00401296 0.00222714 0.00130517 0.0029136 0.00211417 0.00257606 0.00186296 0.00159655 0.00108521 0.00211386 0.00111056 0.00149596 0.00694537 0.00607718 0.00459731 0.00449035
threshold=207.37918994975004 212.35308743945004 80.468240302450013 173.95266242615003 14.215332138950002 89.219171517050015 67.004441985200017 18.714956236300004 113.21840097485001 240.24233332015004 197.71582798205003 160.78932789135004 104.12129493415001 12.603008525650003 20.609775022200004 15.689963310050002 29.712811603950005 27.698174638300006 14.151141757350002 14.925348728400001 215.80505313260002 62.55235532115001 357.36576196840008 207.18249964335004 14.651182102100002 206.41783130310003 204.75389752000004 96.249489528150022 201.37020668845003 229.52120806975003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 -2 12 -6 -7 -8 11 10 -10 -3 -5 -11 -15 -16 17 -17 19 -18 -20 -22 24 -24 25 26 28 -27 -1 -30
right_child=1 8 -4 4 5 6 7 -9 9 13 -12 -13 -14 14 15 16 18 -19 20 -21 21 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=0.0021419650749110158 0.026299475881276835 0.0082315180176754273 0.04538802273345971 -0.10014230077830866 -0.098331996841326152 0.097222041857920452 0.035168507648476587 -0.10011509732352336 0.0019514792803413767 0.056248564764592661 0.076563162093189072 -0.06759419205910587 -0.042363529842435438 -0.08588005265718357 0.068211945656697914 -0.076231983012117199 -0.0040294405886751187 0.037735042514412266 -0.051570509379606194 0.088307797010876821 -0.035047771401050497 0.02674098986930383 -0.081493496339673788 0.037815731076164594 0.022344654173500584 -0.082321231265357744 0.062995480914517676 0.0097032084846568698 -0.051361159584164429 0.027809699956775725
leaf_weight=0.69398810222829876 0.0084034516452220487 0.0062564520502235155 0.0059898047797273249 0.0097674397399885038 0.0068789567079221561 0.0054363098461180917 0.0054961508540891657 0.0051954747187608064 0.0081554504324974353 0.0034745086014034135 0.0089606416604937067 0.0065929412417489175 0.0069884627568796978 0.0056284744733687822 0.0047553732636060877 0.0063619950511224488 0.0064273722226804164 0.0034649557995862779 0.0079415596065643967 0.0057015156249349275 0.0062674970651670483 0.012566282548846175 0.0042183834030595771 0.0022917870601872892 0.0247754461124714 0.01060790887896701 0.018072706138639205 0.022182847300896924 0.030514519566715137 0.0093617592320995868
leaf_count=1792 25 13 33 35 28 15 31 17 35 40 28 27 25 56 26 38 37 21 16 12 24 34 57 17 38 38 30 186 83 43
internal_value=-0.000129904 -0.0073725 -0.0231934 -0.031722 -0.0439842 -0.020635 0.0125047 -0.030571 0.00188468 0.00713351 0.0410123 -0.0306742 -0.0760442 -0.00213117 -0.00556247 0.00288948 -0.00348493 -0.0360475 0.00474016 0.0393762 -0.0109495 0.00617895 0.00117224 -0.0394929 0.00149928 0.000841148 0.00175292 -0.020067 0.000244711 -0.0327742
internal_weight=0.962725 0.146711 0.0541561 0.0481662 0.0397628 0.0230069 0.0161279 0.0106916 0.092555 0.0797056 0.0171161 0.0128494 0.0167559 0.0625895 0.059115 0.0534866 0.0487312 0.00982695 0.0389042 0.0121289 0.0267753 0.0188338 0.816013 0.00651017 0.809503 0.784728 0.751937 0.0327908 0.733864 0.0398763
internal_count=2900 616 209 176 151 91 63 48 407 367 63 40 60 304 264 208 182 59 123 49 74 58 2284 74 2210 2172 1948 224 1918 126
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=6 13 16 8 9 6 4 15 18 9 16 17 5 12 15 9 16 12 16 5 18 18 18 6 6 0 18 17 17 9
split_gain=0.000803839 0.00136046 0.00228406 0.00174121 0.00528829 0.00227622 0.00124255 0.00115429 0.00530273 0.00392192 0.00441052 0.00416516 0.00217943 0.00455382 0.00454287 0.00441073 0.00396386 0.003814 0.00838989 0.00391242 0.00258385 0.0032098 0.00521701 0.0042276 0.00636485 0.00548254 0.00641855 0.013675 0.00906261 0.00750489
threshold=22.585527707250005 117.99105042915001 22.744946812400002 8.4434108459500017 179.80632259800004 20.305474434200004 205.67906899175003 44.34858359035001 13.278511569200001 201.78065190905002 22.594947163200004 200.23903127160003 22.963361893800002 327.98456567570003 42.133814420300006 195.97407267990005 22.674946976100003 184.58092739055004 19.304954856600002 23.524801812050004 12.777826849750001 12.949570119650001 13.057710350500001 16.455384477450004 16.445384243750002 86.280686780500005 13.809421053700001 193.73902333365001 191.27887671285004 197.6620677562
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -3 12 -9 10 -10 -11 14 15 16 17 20 19 -19 -14 -1 -22 -23 24 25 -24 27 28 29 -27
right_child=-2 3 -4 5 -6 -7 -8 8 9 11 -12 -13 13 -15 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.041309556837795032 0.033798152353389982 0.015025277079531638 0.043085607117005494 -0.086697326107707084 0.10003708491242597 -0.0058618552082499078 -0.10013164281808073 -0.10008927469369851 0.078028084209920759 -0.079715486611722702 -0.011582432496282814 0.010021140676195577 0.06536098197940246 -0.072617856464518668 -0.0622655707902314 0.059634847302220122 -0.037159817409028621 0.03078262113014207 -0.081648344075731266 -0.018202090754808904 -0.033863042326457073 0.047260746118877643 -0.046291544569221785 -0.018810084627939337 0.099152078974708055 0.003154712076474356 -0.0015522569193386758 0.083490479355780245 -0.062310947488641882 0.080371181927016172
leaf_weight=0.01573803583143274 0.0069326801458373657 0.0013800377718666823 0.012257687000520434 0.0069770665585480174 0.0036899992846883833 0.0069567964089856105 0.0029185708498769003 0.0064085066409046978 0.0095104413032160995 0.010160485547519471 0.013000807564314265 0.010535916747670626 0.015545661812989692 0.0053679456253017668 0.011962450782441625 0.022543509706729026 0.027917214498302201 0.014860714445433132 0.011994054308161139 0.008760334308696105 0.026419442421996564 0.02420550639626029 0.022423157120071369 0.10145860318761635 0.0068489441873680326 0.057101222658624273 0.42850133357675646 0.029691964887433642 0.016279701800897328 0.016146255249623209
leaf_count=27 8 33 19 41 6 17 27 84 20 29 40 26 29 40 30 46 37 86 15 146 40 36 35 129 7 106 1692 27 13 9
internal_value=-0.00012929 -0.000377515 0.000205612 -0.0249991 0.0122213 -0.0463384 -0.0631613 -0.000369842 -0.0152025 -0.00261217 0.0262758 -0.0340333 0.000482169 0.016306 -0.00111237 0.0227824 -0.000165672 0.00654369 -0.019432 0.0352433 0.00122095 0.000355583 0.00164218 1.46211e-05 0.00332476 0.00217362 0.00415774 0.0246808 0.00517639 0.0201759
internal_weight=0.954495 0.947562 0.92564 0.0219225 0.00798861 0.0139339 0.00429861 0.913382 0.0496162 0.0432077 0.0225112 0.0206964 0.863766 0.0790722 0.784694 0.0737043 0.772731 0.0511608 0.0268548 0.024306 0.744814 0.729076 0.702657 0.678451 0.576993 0.570144 0.54772 0.119219 0.0895272 0.0732475
internal_count=2900 2892 2768 124 66 58 60 2749 199 115 60 55 2550 362 2188 322 2158 276 101 175 2121 2094 2054 2018 1889 1882 1847 155 128 115
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=9 17 5 10 9 17 6 6 17 13 12 17 2 17 18 13 17 16 8 10 0 17 17 12 7 7 4 4 9 9
split_gain=0.000785588 0.00193567 0.00379997 0.00488068 0.00305277 0.00277445 0.00610247 0.00512386 0.00336761 0.00417555 0.00341758 0.00275796 0.00266501 0.00241595 0.00212282 0.00358564 0.00206542 0.00411005 0.00323217 0.00187598 0.00151327 0.00105721 0.0056379 0.00415802 0.0035585 0.00536358 0.00330942 0.00565789 0.00302983 0.00355363
threshold=207.37918994975004 196.65693750130004 30.133297129900004 80.468240302450013 211.98908248575003 198.29010168345002 16.375382608200002 15.925372093750001 204.13511856875002 103.32013441125001 339.47096871995006 194.04732099685003 176.58278076550002 201.59899553070002 13.1493823129 108.61908538635001 211.47438991805004 17.654958715000003 7.1444245619500011 70.182199495350019 97.483491810050012 183.58889821140002 182.72552322705002 80.823441660850008 24.029932718600005 25.582719811950003 158.04546874885003 161.23541642690003 195.51131808980003 192.53043113735001
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 7 8 13 16 20 14 -5 19 -6 -16 -10 18 -18 -7 -11 22 24 -23 28 -26 -25 -28 29 -1
right_child=1 5 -4 12 11 6 -8 -9 9 10 -12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 23 -24 26 25 -27 27 -29 -30 -31
leaf_value=0.0067468253291566652 -0.091091590843847131 0.056289170066319151 0.039587536639959703 0.071756167422930228 -0.065577115578493134 0.039817793295254998 -0.075188825734569753 0.063623897180851971 0.080004545622835363 -0.085637944180414871 0.023932993067780472 -0.094596338824873241 -0.034198361100281835 0.068374928536703419 -0.05038847822450452 0.070717581212278016 0.091550247883650696 0.079319014844929772 -0.10003104715408784 -0.034195555831479235 -0.024072379375838497 -0.060681132625651571 -0.067710051718206155 0.039479674006562708 -0.067935789159048757 0.038365663057445737 -0.050797790001302939 0.0040760357008480606 0.043551288020060953 -0.056453494330217603
leaf_weight=0.078281884320379275 0.013059109613553943 0.008439886300202204 0.008158349126460962 0.0056181827630878978 0.0042391510081643 0.0063143703846435528 0.010486000346645596 0.012879150092430791 0.0041387342498424582 0.013720653223657564 0.0051509392487005803 0.0047065863357147455 0.0041108766019988252 0.0081388633492167628 0.0042741473779912553 0.0057118602906314209 0.0011102618560698829 0.0034636967247934081 0.004257583334034365 0.0074829821880098013 0.0056309550422639623 0.010157991822268286 0.013688999546713126 0.024989840771013405 0.015915108122120714 0.0067637506706568198 0.019394735810180919 0.60249621948857801 0.019033678192727166 0.010037578384071821
leaf_count=502 58 26 13 37 22 13 37 34 20 48 25 22 20 27 29 17 7 10 97 29 25 21 41 34 79 125 21 1423 30 8
internal_value=-0.000110056 -0.00699032 -0.0228297 -0.0350355 -0.0538976 0.00167109 -0.00389792 0.00644341 -0.00595261 -0.0241688 -0.0484554 -0.0282412 0.0269866 0.0251654 -0.00628676 0.0188825 0.0217119 -0.0056059 -0.0604052 -0.000323282 -0.0677235 0.00110223 -0.00666676 0.00280163 -0.000240484 -0.0362324 0.0037985 0.0023647 0.00736298 -0.000435942
internal_weight=0.941852 0.141092 0.0498783 0.0417199 0.0319909 0.0912141 0.0827742 0.0722882 0.059409 0.0374728 0.0245025 0.0189317 0.00972906 0.0219362 0.0142252 0.00998601 0.0129703 0.00883154 0.00536785 0.0137974 0.0193516 0.80076 0.143721 0.657039 0.130032 0.0226789 0.646881 0.621891 0.107353 0.0883195
internal_count=2900 616 218 205 148 398 372 335 301 232 98 90 57 69 68 46 134 114 104 42 73 2284 785 1499 744 204 1478 1444 540 510
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=0 10 7 0 10 3 18 7 4 2 13 12 17 19 9 7 16 10 7 2 2 6 2 7 16 18 16 7 18 15
split_gain=0.000723694 0.00202573 0.00333751 0.00282981 0.00281306 0.00309738 0.00255607 0.00224028 0.00175857 0.00455588 0.0031226 0.00296542 0.00207637 0.00155203 0.00153074 0.001489 0.0035312 0.00404996 0.00317518 0.00469334 0.00366729 0.00348778 0.00391317 0.00337943 0.00374196 0.00251157 0.00251109 0.00235653 0.00479794 0.00452488
threshold=85.716110573100011 62.00390986255001 19.617375644250004 85.678472159250006 61.971648364950006 93.915907870950022 13.400856420150001 22.747724408400003 195.32149859550003 125.31286365695001 117.88082364575001 152.88762959770003 188.73286619890004 14.651182102100002 194.46727572990002 22.580174331950005 22.714946882600003 61.885617704800005 22.124753953150002 234.61110956795002 50.734033752200013 16.535386346650004 83.677637406800017 20.778835947700006 17.294959556900004 13.101381023200002 17.614958808600004 22.747724408400003 13.075178189100003 34.761639995350009
decision_type=2 2 2 2 2 2 2 2 2 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 10 -10 12 -11 -7 15 -12 18 17 -17 19 20 -2 22 -20 24 -22 -24 -27 28 -19 -30
right_child=13 2 3 -5 -6 6 -8 -9 9 11 14 -13 -14 -15 -16 16 -18 27 21 -21 23 -23 25 -25 -26 26 -28 -29 29 -31
leaf_value=-0.1001202120244466 0.03150661512559582 0.06410888654279244 -0.10006113803868902 0.0027810260726210648 0.060896755120237671 -0.10013378986630704 0.053177091383393139 -0.0800305445703689 0.091277843810592382 -0.10014201869333522 0.046990308668081571 0.0048738807060475647 -0.0076480159265160125 0.026158743082412894 -0.018639305266785131 -0.080000473474639705 0.062881173540502711 0.025064379607703115 0.082815709651931621 0.047663467492512795 -0.043469004216478452 -0.019119707389567184 -0.011701611516222236 -0.068342774670166362 0.080493539630444755 -0.0052132217999833891 0.096312498538651661 0.00014045863442015949 -0.0022823577118574094 -0.072095332014157507
leaf_weight=0.003459862040472216 0.0089937443844974041 0.0024151553377578247 0.0078125289761665218 0.0040691220493584987 0.0064927535930010541 0.006665247281095521 0.0072214757684614375 0.0042156248030611456 0.0057696725739333479 0.0030023494492787952 0.005426381931883383 0.025755879189241215 0.0038179708935786039 0.023514395392339793 0.010298860517423236 0.0066389776488335875 0.0084198217373341322 0.015487478220464368 0.015413910830829991 0.012096896011861702 0.006416445836819662 0.011413120766519569 0.012830451331865333 0.017746263246351646 0.0039244923682417721 0.0041092638745112708 0.0059835470032814086 0.64525590340144889 0.016709385758156614 0.020891751870792064
leaf_count=6 10 8 127 17 22 61 27 20 12 53 32 164 4 32 27 12 16 20 15 56 48 12 17 80 4 36 11 1903 28 20
internal_value=-0.000114773 -0.00831791 -0.0430573 -0.0648407 -0.00227036 -0.00769295 -0.00326216 -0.00953717 -0.00464433 0.0101805 -0.0241751 -0.00608974 -0.0664506 0.000831538 0.00400781 9.83968e-05 -0.00149592 -0.00226479 0.0115955 -0.00642376 -0.0240686 0.0294075 0.0438542 -0.0418642 0.00357606 0.0176559 0.0549765 -0.00152578 -0.0217777 -0.0410715
internal_weight=0.932269 0.0964229 0.0142968 0.0118817 0.0821261 0.0756333 0.0721735 0.064952 0.0607364 0.0345279 0.0262085 0.0287582 0.0104832 0.835846 0.0157252 0.812331 0.713403 0.704983 0.0989281 0.0491778 0.0370809 0.0497503 0.0383372 0.0280872 0.0103409 0.0229233 0.0100928 0.698345 0.0530886 0.0376011
internal_count=2900 580 152 144 428 406 400 373 353 229 124 217 65 2320 59 2288 1999 1983 289 198 142 91 79 132 52 64 47 1971 68 48
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=6 6 6 18 17 0 2 6 0 0 5 5 9 9 0 17 2 4 2 6 6 2 16 0 3 10 10 17 6 18
split_gain=0.000706966 0.00518061 0.0028107 0.00438553 0.00399633 0.00287716 0.00274798 0.0020536 0.00180859 0.00468574 0.00599775 0.00498351 0.00432397 0.00705928 0.00631848 0.00807632 0.00578946 0.00569821 0.00536463 0.00352438 0.00785163 0.00365288 0.0028656 0.00462399 0.00397314 0.00979519 0.00707649 0.00382861 0.00381076 0.00222404
threshold=13.665319288000001 13.775321858200002 12.26528657645 17.327266398450003 207.79550897605 90.259604813550013 69.280267125550012 11.995280267800002 94.047642319350018 93.262612545250008 18.310380701750002 18.152162791050003 206.50942114985003 213.24207352880003 94.964406541850011 192.15389660515004 106.46918899020001 169.46043282405003 159.92742394165003 14.815346158200002 15.025351064900002 188.32206997295003 18.564956587050002 92.031298721500022 88.727183679150016 66.318885161900013 65.727424373200009 167.56787829315002 15.745367888000002 13.713893333650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 -7 -1 9 11 -11 -3 14 -14 15 -10 17 -16 -15 21 -21 -13 27 24 -24 26 28 -22 -26 -30
right_child=1 8 3 -5 -6 6 -8 -9 12 10 -12 19 13 18 16 -17 -18 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0020176320596247232 0.052571317682459498 -0.055961141570051158 0.0031318987008383545 0.049724352644037927 0.026908806325688019 0.01400797093589244 -0.093408986281472248 0.053044479484853552 0.03053918534537213 0.062928358249943833 -0.014813432215662659 0.083569722187509868 -0.084926765227997941 0.055752392253979932 0.024723962158107061 -0.10015201410570283 0.04399747461800986 -0.049542398614222487 -0.065262567563019527 -0.086135334042555869 0.061259279085982832 -0.0044048952567340488 -0.050700412909805738 0.058583389582825662 0.039419179440553148 0.069843284238415973 -0.076266817364677955 -0.0802131051698384 0.0024873767390552613 -0.017121620159796135
leaf_weight=0.12151626425929696 0.019125721304590115 0.015628703739761107 0.0053971087619393279 0.0058528781778193198 0.0063181235382359082 0.002751941299607096 0.017696785506558399 0.0071733172284709204 0.0076688018145887318 0.026789486510097049 0.015763056991772828 0.010383305405753163 0.017784081608034796 0.0092282943692225672 0.020972165850253077 0.012332539098224515 0.03366900324564881 0.020361941838928033 0.006074518390817297 0.01042619892287 0.0024586134903257792 0.0086530305955534459 0.014442975873635078 0.014337968750623986 0.025070670671993867 0.020689459954155609 0.012002909745206125 0.0086187236807512835 0.35556398646660858 0.069077526832459935
leaf_count=1098 34 19 28 20 27 12 117 32 14 29 34 23 75 24 25 53 44 25 40 23 111 21 25 14 26 36 11 103 638 119
internal_value=-0.000110483 0.00118758 -0.00600585 -0.0298958 -0.0443843 -0.0618121 -0.0789531 0.0010516 -0.000144064 0.0021246 0.0341299 -0.000275852 -0.0109463 -0.0420796 -0.000103605 -0.0500431 0.0132139 -0.011861 0.00771498 0.00130154 -0.000209353 0.0435806 0.00150603 0.00259645 0.000980782 0.00252809 -0.000488301 -0.0488133 0.00153424 -0.000702469
internal_weight=0.92383 0.757124 0.166706 0.0380168 0.032164 0.0258458 0.0204487 0.12869 0.737998 0.609907 0.0425525 0.567354 0.128091 0.0330869 0.0950045 0.0200013 0.0750031 0.0413341 0.0153028 0.551725 0.532689 0.0190363 0.522263 0.511185 0.496848 0.482405 0.461715 0.0110773 0.449712 0.424642
internal_count=2900 1566 1334 204 184 157 129 1130 1532 1232 63 1169 300 139 161 67 94 50 64 1150 1106 44 1083 869 855 830 794 214 783 757
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=17 17 17 16 10 17 18 4 4 5 4 14 8 2 4 12 14 16 15 10 12 5 14 12 9 3 5 18 13 18
split_gain=0.000669955 0.00579217 0.00322127 0.00478694 0.00454794 0.00352824 0.00294981 0.00290951 0.00291469 0.00239862 0.00224902 0.00359606 0.00259302 0.0026036 0.00444137 0.00369293 0.00455385 0.00495663 0.00611209 0.00421679 0.00342318 0.00360307 0.00329868 0.00254898 0.00233569 0.00231971 0.00819009 0.0054521 0.00445857 0.00425558
threshold=183.58889821140002 182.28951942140003 179.88087463185005 15.444963882950001 81.188747081400024 177.83257937300002 12.657095015500003 148.04566182605001 158.04546874885003 19.915533535850003 161.23541642690003 162.85769004780002 8.8430989333000021 71.847610775600018 169.78633280640003 114.86856072930001 202.65261526855002 22.554947256700004 38.469938489650012 65.848404989100018 107.90491928010002 17.708776378750006 204.50376127325003 104.53648605375001 215.80505313260002 93.308316333450009 22.852794041600003 13.278511569200001 117.69263157665002 13.258783262950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 -7 -2 -9 -3 -10 -12 13 -13 -15 20 17 19 -19 -17 21 23 -18 -16 -14 27 -27 -24 -29 -28
right_child=7 9 3 -5 -6 6 -8 8 10 -11 11 12 24 14 15 16 22 18 -20 -21 -22 -23 25 -25 -26 26 29 28 -30 -31
leaf_value=0.00025491910242674459 -0.043387459996076988 -0.024080070720078076 -0.10016615903046029 0.062472638295671547 0.036620407653651481 0.0075923905459272913 -0.097898486523895933 0.037307158786845387 -0.030775237764645844 -0.089368904441812391 0.074140790886412261 -0.057375404854417014 -0.068726065571535225 0.047068170277650721 -0.0085968035946548792 0.096763797426847598 -0.059449753735331547 -0.041800789015749185 0.037626913297493049 0.027871448600405909 -0.05002954835856982 -0.045692433894322079 0.050699695441433462 0.076932546804478724 -0.0032844436347315344 -0.056739995853241167 -0.02723321509839724 0.00018289495959001071 0.085759099972192138 0.02650329680631271
leaf_weight=0.093703580476878851 0.014409376389721729 0.012900228795045265 0.0043716173374548362 0.018166491038300592 0.0054746849092879302 0.0042143001140075853 0.0071444830404416848 0.022644250381176789 0.021778813450794132 0.0099806370651200071 0.0068154055791183046 0.0072416275998747883 0.0098771432871735954 0.022020523372702883 0.006839769443786281 0.013218623818829656 0.0091305281379163716 0.018223473627585918 0.020685296403826214 0.027098089362311839 0.025822179284205049 0.0091841827886547378 0.023996479802008197 0.0071030606472959334 0.012178581044921089 0.029361746721946247 0.023083671723879595 0.3771275400878098 0.0061881072142568874 0.040759641474388875
leaf_count=684 23 44 14 32 26 7 41 38 29 28 9 21 42 24 29 12 22 17 23 54 46 14 28 12 39 46 100 1284 8 104
internal_value=-0.000116026 -0.00608275 0.00190836 0.0320391 -0.0241109 -0.00612542 -0.0587596 0.00111683 0.00198298 -0.0525591 0.000868519 0.00185876 0.00114391 0.00225928 0.00291376 0.00138935 0.00358315 0.0258871 0.000425824 0.0504592 -0.0250027 0.00294066 0.000115972 0.0349754 -0.032591 0.00120258 -0.0130289 0.00445917 0.00156441 0.00707392
internal_weight=0.910744 0.155956 0.133075 0.0280128 0.0098463 0.105062 0.0113588 0.754788 0.740379 0.0228809 0.717734 0.695956 0.68914 0.667085 0.659843 0.637822 0.588873 0.0792255 0.0389088 0.0403167 0.0489492 0.023127 0.509648 0.0139428 0.0220557 0.500517 0.0932051 0.407312 0.383316 0.0638433
internal_count=2900 876 804 72 40 732 48 2024 2001 72 1963 1934 1925 1844 1823 1799 1698 106 40 66 101 55 1592 41 81 1570 250 1320 1292 204
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=15 13 7 14 16 15 12 18 16 8 5 6 2 5 2 14 13 7 4 17 2 6 10 14 14 6 13 6 19 19
split_gain=0.000756752 0.00289642 0.00297517 0.000849157 0.0019304 0.00189659 0.00172635 0.00202468 0.00277093 0.00241496 0.00331696 0.00188245 0.00149432 0.00237198 0.00172663 0.00385575 0.0034848 0.00411556 0.00140853 0.00151929 0.00120435 0.00381593 0.00533085 0.00349624 0.00336566 0.00577367 0.00327897 0.00466994 0.00421096 0.00889554
threshold=46.574831689400007 117.61735474900001 23.539316666200005 462.66931228825007 22.514947350300002 15.735822416950002 327.98456567570003 13.919698996450002 22.634947069650003 5.5456722124000004 9.4643395939000019 14.835346625500001 297.58713971970008 19.998562110200005 270.91232589630005 374.37301727345005 117.56896250265002 29.145624000550004 385.08236174150005 193.27174326030004 188.32206997295003 16.515385879350003 61.923256118600001 279.71565730850006 273.92331737140006 13.400313096150002 117.62810858150002 16.465384711100004 14.651182102100002 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 6 5 -5 12 -8 9 10 -9 -11 14 -14 20 -16 17 18 -17 -20 24 23 -23 -22 -1 -26 27 28 29 -25
right_child=1 2 -4 4 -6 -7 7 8 -10 11 -12 -13 13 -15 15 16 -18 -19 19 -21 21 22 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.00059399948963098062 -0.080673644879210846 -0.05522289045294472 0.043897827389460825 0.03949791894122822 0.10002397777842656 -0.10002916759168501 -0.08595071466975325 -0.10002715877928919 0.078939633734483788 -0.10005942665506427 0.065283774401215022 -0.010069829976172786 -0.018860098159379862 0.076518373989492516 -0.098288279930735606 -0.10013819722792133 0.10003611267955302 0.079906203912788965 0.043088646151526383 -0.074156723548202907 0.085018368008056344 0.0065121059222560647 -0.097816339194059673 0.019232519423972874 0.004720870632744195 -0.083463603778394402 0.05427053650163504 -0.046673612786509777 0.095215991171487574 -0.062531590251878794
leaf_weight=0.61450022075395028 0.0055329641073009741 0.004910317909549434 0.0079002591664902866 0.002952867045134532 0.0027678814149112441 0.0014538851950258724 0.0046479150585082554 0.0016681233960191841 0.0028300384092290179 0.0052731895638871151 0.0044563059476789846 0.0041570996284150397 0.0043959035353964282 0.0064087667778380819 0.0057002940675729965 0.0042699360015774346 0.0027548668440431365 0.0028177194753808985 0.0020634424580840971 0.0023800013784014418 0.0065931518674915415 0.01343244090152762 0.0077082308988281048 0.096445614094875509 0.017089582837090056 0.013127850868215774 0.01540467364907272 0.015176898648547876 0.0058173534198431289 0.015435510460974911
leaf_count=1487 76 38 18 43 6 32 40 54 12 48 22 18 44 19 26 23 3 31 15 34 12 53 24 456 159 31 20 27 5 24
internal_value=-0.000106809 -0.02021 0.00590467 0.000311417 0.034574 -0.00653516 3.03357e-05 -0.0269841 -0.0120766 -0.0286361 0.0202577 -0.0603898 0.000761045 0.0377134 0.000286143 -0.0287547 -0.00100983 -0.0251505 -0.0591235 -0.0197104 0.000993338 0.00832475 -0.0315277 0.0137647 -0.0010082 -0.0335905 0.0105965 0.00553323 0.0122652 0.00795206
internal_weight=0.900073 0.0183435 0.0128106 0.88173 0.00717463 0.00440675 0.874555 0.0230327 0.0183848 0.0155547 0.00612443 0.00943029 0.851522 0.0108047 0.840718 0.0199863 0.014286 0.0115311 0.00871338 0.00444344 0.820732 0.176014 0.0211407 0.154873 0.644718 0.0302174 0.14828 0.132875 0.117698 0.111881
internal_count=2900 132 56 2768 81 75 2687 194 154 142 76 66 2493 63 2430 132 106 103 72 49 2298 621 77 544 1677 190 532 512 485 480
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=16 16 15 15 18 0 0 4 13 16 9 10 0 13 3 8 0 0 15 18 10 10 2 18 9 18 4 16 17 17
split_gain=0.000710729 0.00627858 0.0052816 0.00753324 0.00590679 0.00427006 0.00937345 0.00423429 0.00527467 0.00761479 0.00419859 0.00371379 0.00381153 0.00362242 0.00808415 0.00761265 0.00350983 0.00332488 0.00331957 0.00309329 0.00855197 0.00694895 0.00724031 0.00652458 0.00299199 0.00290179 0.00640852 0.0028408 0.00326888 0.00274753
threshold=18.684956306450005 18.984955604900005 28.777417478550003 28.321365561200004 14.025183600500002 96.249489528150022 94.230457472250009 128.88186563570002 108.61908538635001 17.654958715000003 187.38923140910003 70.026268923800004 93.442739239950015 112.82921081865001 89.227236891450005 8.1436447804000007 94.776214472700005 98.201310130900012 26.410889167300002 13.713893333650001 64.434276012450013 62.837331883000012 168.58119165855001 13.601370067700001 213.24207352880003 13.512826932300003 249.88694723220001 22.604947139800004 202.56512036810003 194.94351320275004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 -4 6 -2 -1 9 18 -10 12 13 15 -15 -3 -13 -11 -9 23 21 22 -21 25 -6 29 -27 28 -24 -16
right_child=1 11 4 -5 24 -7 -8 8 10 17 -12 16 -14 14 19 -17 -18 -19 -20 20 -22 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10028201641906083 0.087926736776190034 0.014021954787086805 0.013371635825136367 0.083790431739222918 -0.10014791137356992 0.09763620146630457 -0.051142932665169297 0.0014926277770795939 -0.035198155501117455 -0.10012918531216247 0.086661722002197433 -0.071014860159572174 0.043705094229150143 0.052625539428221582 -0.00054011155602319116 -0.068202197115582328 0.0070117453495480014 0.0058830236542336892 -0.10006483147810866 -0.10038656413385239 -0.091582383891728444 0.046967028502227316 -0.076332524531561974 0.0464780932843138 -0.0089698333533130472 -0.060652454914190461 0.021243374556206941 0.015601573999359032 -0.00010979446586675691 0.035935631095118742
leaf_weight=0.0043987878598272792 0.0097224961062485349 0.022255690950260032 0.011459841519510405 0.010414209290752652 0.014397372819363263 0.010559420567005873 0.0096639663809128251 0.20535646303425387 0.0037752663740940337 0.011483083014439011 0.011260733967844772 0.014105044614723283 0.020298279401231412 0.029692620290916238 0.27250348425132742 0.022790548418697654 0.0097500511910766363 0.0039851705873843466 0.0032697800319283479 0.0098299025921733119 0.013352491507248487 0.019382032583962427 0.0097249934539427318 0.03142672028366178 0.0047984706557357973 0.023035750240524067 0.016327708185613687 0.026873083229702388 0.013350073363369575 0.022343907014902853
leaf_count=4 27 20 35 16 96 15 37 1367 138 47 26 53 28 48 515 46 15 28 30 7 16 29 19 36 39 22 29 54 29 29
internal_value=-0.00010794 0.00182535 -0.00423123 0.000501954 -0.0434396 0.0464707 0.0186018 -0.00305977 -0.00127137 -0.00511845 0.0560649 -0.000491541 0.0011744 -0.000445638 0.00205972 -0.0275783 -0.0391238 -0.0728167 -9.9073e-05 -0.00121744 -0.0175529 -0.00506581 -0.0219366 0.00291572 -0.0773557 -0.00118057 -0.0266826 -0.00649747 -0.0322339 0.00222407
internal_weight=0.891587 0.606988 0.284599 0.253943 0.0306557 0.0299459 0.0193865 0.243529 0.23913 0.224094 0.015036 0.577042 0.553187 0.532889 0.487843 0.0450462 0.0238551 0.0154683 0.208626 0.45815 0.0925126 0.0791601 0.0597781 0.365638 0.0191958 0.334211 0.0393635 0.0499482 0.0230751 0.294847
internal_count=2900 1074 1826 1656 170 79 64 1640 1636 1472 164 995 927 899 833 66 68 75 1397 785 154 138 109 631 135 595 51 102 48 544
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=5 6 13 5 13 6 5 8 0 12 13 16 6 12 9 10 17 17 16 2 5 18 18 0 10 7 17 9 5 9
split_gain=0.000729509 0.00389003 0.00402187 0.00318682 0.00292845 0.00286753 0.00348198 0.00275066 0.00543574 0.00586884 0.00585044 0.00450514 0.00740109 0.00500735 0.00450291 0.00400711 0.00740209 0.0105317 0.00823506 0.00528315 0.00418892 0.00417672 0.00718513 0.00391271 0.00417833 0.00382053 0.00326481 0.00314447 0.00257738 0.00251333
threshold=20.717225865800003 15.415360177400002 106.00321562545001 20.569643378550001 104.58102127445001 15.745367888000002 21.042547594650003 8.543332867800002 86.20003303655001 197.02116758845003 117.68187774410002 20.784951395750003 16.135377000500004 163.66964307765002 205.70977008025002 62.030794443850006 188.94422143290004 196.27545234990001 22.554947256700004 147.87428232835001 21.324133279950001 13.258783262950002 13.138633165750003 86.135510041400025 61.917879202350001 22.580174331950005 189.37128582595003 204.88165762580005 23.234643166550004 205.20707599510004
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -3 -7 11 10 -10 26 13 -13 -8 -12 20 -17 18 -18 -20 -14 22 25 24 -23 -22 -9 -28 -2 -4
right_child=1 5 29 -5 -6 6 7 8 9 -11 14 12 15 -15 -16 16 17 -19 19 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0013012159244774888 -0.078767434673660527 0.034755407502323511 -0.085713126533260575 0.054094287215676218 0.079451697085757111 -0.034813599039833526 -0.086467194077316137 0.057616219925316514 -0.072863925823870343 0.00027329498091866041 -0.068176234341773237 0.08092047986909863 0.083770370110938561 0.0056408680297955482 0.011144562886274452 -0.075070992857420138 0.079952513869107303 -0.047619830492780651 0.036125691151338006 -0.04267472463490074 -0.0093020647427764919 0.038857580326417285 -0.079032880499757818 0.051418962473601497 -0.066991367114819678 0.070911048408195024 -0.056952463108092821 0.040712187703204006 0.031914391582853689 -0.0047619206244572136
leaf_weight=0.44246157095610139 0.0043340655625714875 0.021955152868004646 0.01460881032963357 0.011737452963416217 0.0039353413172369409 0.03048594410756772 0.010432878881981772 0.021547368546503964 0.024141025853168685 0.020112629204504628 0.013928325177744227 0.014254384553169075 0.0094536070246249437 0.013591004184827699 0.014720812990546506 0.014150854477487318 0.01989361204891793 0.027056397443190328 0.018065376076265238 0.016082451096389172 0.018429650037660394 0.0081248489586869255 0.011067656291801953 0.034517316365963779 0.0068933933655648269 0.0087604588753131818 0.0062577940567104529 0.0069668360023911191 0.0040886830044417621 0.0052006876598249532
leaf_count=1756 55 40 55 22 14 40 150 61 32 39 32 23 9 112 46 37 12 38 16 29 50 15 24 36 28 19 27 18 24 41
internal_value=-0.0001176 -0.00310557 -0.0365324 0.0026655 0.00823543 -0.000354767 -0.00244416 0.000471535 -0.0127265 -0.0396241 0.00604203 0.00662948 0.0113923 -0.034359 -0.0274188 0.00624365 -0.00833487 0.00330999 0.0288085 -0.000986592 0.0205226 0.0137121 -0.011107 0.0328806 -0.00972723 0.016542 0.0336108 -0.00550198 -0.0250388 -0.0644606
internal_weight=0.877256 0.423057 0.0321676 0.454199 0.0123581 0.39089 0.368935 0.338449 0.107675 0.0442537 0.0634211 0.230774 0.20675 0.0240239 0.0286491 0.192496 0.0952487 0.0810978 0.0540414 0.0341478 0.0972469 0.0877933 0.0382578 0.0495356 0.0150182 0.0271901 0.034772 0.0132246 0.00842275 0.0198095
internal_count=2900 1122 189 1778 93 933 893 853 255 71 184 598 336 262 78 313 132 95 57 45 181 172 93 79 43 69 106 45 79 96
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=15 5 16 6 15 6 17 15 6 9 16 4 6 2 13 13 10 9 15 19 0 16 16 6 19 18 10 17 7 10
split_gain=0.000787891 0.00274727 0.00371902 0.0035246 0.00290054 0.00268022 0.00217821 0.00161508 0.00334683 0.00241833 0.00226784 0.00417982 0.00499223 0.0032005 0.00189286 0.00474546 0.00379639 0.00416347 0.00332523 0.0026598 0.00249012 0.00187558 0.00665469 0.00950322 0.00609115 0.00279166 0.0119446 0.00971898 0.00583652 0.00390239
threshold=45.169600924000008 24.301614351200005 22.614947116400003 16.770391837550005 46.574831689400007 16.415383542800004 199.14656950540004 42.80317728375001 16.395383075500003 197.89372115420002 22.674946976100003 254.49455531690003 16.555386813950005 72.843776848050013 117.62810858150002 117.60660091645001 61.917879202350001 187.70546222865002 42.133814420300006 14.651182102100002 85.737618238150006 22.604947139800004 22.554947256700004 16.395383075500003 14.351157895250003 13.740383930250003 63.154569942350008 189.57010944335005 22.995933042550003 64.321360770950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 4 5 -3 -4 -2 10 -9 -10 14 12 -12 -14 15 18 17 20 19 21 -16 22 25 -24 -23 27 -27 -1 -29 -28
right_child=1 2 3 -5 -6 -7 -8 8 9 -11 11 -13 13 -15 16 -17 -18 -19 -20 -21 -22 24 23 -25 -26 26 29 28 -30 -31
leaf_value=-0.0043632065946808667 -0.10009399951833507 0.10004912370429496 0.035542996129458534 0.045225272299993048 -0.003737887822260302 -0.079923526824163371 -0.014229051724968057 -0.03109573824567536 0.010646298980091546 0.062392500610043228 -0.082930448293109693 0.034331810550778406 0.029089360951168475 -0.043506783897274873 -0.036430788401838325 -0.072071254749522459 0.043943569671146397 -0.042887100602630283 -0.052872153721290477 0.047842138921130997 0.10005168984883753 -0.029869601564317106 0.0071591588145637755 -0.081888208898406478 0.034521745163173051 -0.10025073452446708 0.066766156288937936 0.013017077154304542 0.086676088991964495 -0.0007952141571067016
leaf_weight=0.089908325217174512 0.0055192063854292428 0.0055037165293470025 0.0025568067444226026 0.00493143314969302 0.0052721811022028442 0.009404875517539768 0.0063575394531198981 0.010599932367792331 0.02124263054435005 0.015711254622942761 0.014495276947855018 0.010617608724146521 0.011635369821306085 0.012702748616121085 0.0019750749444575879 0.009138175438692997 0.027892824619812018 0.014087015914469703 0.011481697924182299 0.012110417839721777 0.0041365959914401174 0.020696241608220589 0.024153101152478484 0.023788654645230167 0.050627720549528021 0.012078771630255059 0.0087496201129209084 0.019690263495590443 0.023711394902420579 0.37352218945964366
leaf_count=428 25 4 16 11 43 73 15 36 36 27 18 30 22 34 61 13 27 18 14 19 3 34 23 32 57 20 15 33 19 1694
internal_value=-0.000112856 -0.0139012 0.00336717 -0.025914 0.0492706 -0.0552426 -0.0541311 0.000548277 0.0184382 0.0326466 -0.000546339 -0.0212689 -0.0364709 -0.00880061 0.000861774 -0.000494845 0.0200343 -0.0129826 0.000480636 0.00141015 0.0559454 0.000540941 -0.00135444 -0.0370261 0.0158372 0.00188658 -0.00234248 0.0143968 0.0532588 0.000751163
internal_weight=0.864299 0.0395458 0.027669 0.0168931 0.0107759 0.0119617 0.0118767 0.824753 0.0475538 0.0369539 0.777199 0.049451 0.0388334 0.0243381 0.727748 0.679657 0.0480915 0.0201987 0.670518 0.659037 0.00611167 0.646926 0.575602 0.0479418 0.071324 0.527661 0.394351 0.13331 0.0434017 0.382272
internal_count=2900 187 147 100 47 89 40 2713 99 63 2614 104 74 56 2510 2401 109 82 2388 2374 64 2355 2264 55 91 2209 1729 480 52 1709
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=10 5 18 17 15 5 15 18 6 16 9 13 14 16 10 16 7 19 16 16 16 3 18 0 0 18 15 15 6 7
split_gain=0.000814203 0.00279779 0.00153016 0.00216743 0.00282829 0.00166963 0.00327482 0.00243541 0.00304097 0.00398742 0.00202608 0.0026509 0.00478088 0.00131946 0.00130477 0.00117935 0.0049989 0.00329847 0.00263128 0.00262437 0.00231697 0.00311126 0.0032217 0.00322486 0.00510564 0.00481581 0.00475823 0.00289525 0.00213816 0.00640016
threshold=90.740838818900016 7.7286379265000011 18.645258535250004 220.68978861510001 24.287520732450002 2.7861270712500006 11.896459116400001 16.873483924050003 5.1551204485500008 12.644970430600003 220.61915514650005 95.99139754765001 414.62864134155001 9.6249774926000011 77.172190634500012 12.644970430600003 21.191863660750005 11.350915826550002 14.479966139550003 14.274966618900002 14.694965636800001 79.47351079420001 15.312071772700003 96.249489528150022 97.835679825150024 15.409823741150001 23.008892218750002 23.304416445750004 14.755344756250002 24.052187734100006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 11 12 13 -9 -6 16 -10 -17 19 -19 -20 27 28 25 -25 -24 -26 -22 29 -23
right_child=1 -3 -4 4 14 6 7 10 15 -11 -12 -13 -14 -15 -16 17 -18 18 20 -21 21 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=0.042789622320534376 -0.10002810193707928 0.033523583194075432 0.049988459056997309 -0.10004890665491101 -0.04050745075924906 -0.084260140642613557 0.030037187923252121 0.031879733553274815 0.032504242469249649 -0.10004313036485124 -0.039970907183676241 0.089461022787908184 0.090913781943159702 -0.1000461580112828 0.043797197924375336 0.057685747982687177 -0.086279489007783192 -0.008314972664228577 0.043562301867629064 -0.086396659072343285 -0.10008060050995873 0.01169863343486628 0.046464505282050143 0.069380433812444881 0.038879860969763411 -0.1000733131026572 -0.066608021653057667 0.0009172631526356619 0.0017740959552584572 -0.036301421365324035
leaf_weight=0.0091948900791579691 0.0032703596342660282 0.0030145191660149173 0.0061172885950213631 0.0049752377669918246 0.0040822397750162054 0.0045933875192325493 0.0036340578693340175 0.0010108772482908526 0.006921517572733904 0.0067032131078841317 0.0029664731884508902 0.0082353673816442097 0.0036411855254812053 0.0030319814286130509 0.0033361001463276807 0.010062192471195885 0.0072581235205307348 0.011618501002785164 0.012562412613647211 0.0068379135876481803 0.0059188072356732846 0.053116063203024311 0.0043802307300211396 0.02255419344726306 0.011028123202549978 0.0045957123163873348 0.0069839785305561 0.0054535332842533535 0.55741328270988355 0.058232742953688521
leaf_count=39 240 89 39 46 21 70 32 5 47 161 20 29 13 68 23 25 136 58 27 23 33 136 7 45 21 33 36 27 1161 190
internal_value=-0.000110419 -0.0359705 0.000155839 -0.000206919 -0.0417165 0.000414438 -6.14497e-05 0.000413588 -0.000429244 -0.0543135 0.0359048 0.0500437 0.00779828 -0.0670594 -0.00259482 0.000280388 -0.0282975 0.000806136 5.37536e-05 -0.0372434 0.000981181 0.000248087 0.00106971 0.0256755 0.0376767 -0.0285633 -0.00202181 -0.0516477 -0.000753095 -0.0134042
internal_weight=0.852745 0.00628488 0.84646 0.840342 0.0123936 0.827949 0.818754 0.81416 0.795275 0.0103373 0.0188859 0.0159194 0.00768404 0.00404286 0.00741834 0.784937 0.0141796 0.770758 0.760695 0.0184564 0.742239 0.729677 0.718304 0.0495422 0.0405663 0.00897594 0.0180121 0.0113723 0.668762 0.111349
internal_count=2900 329 2571 2532 90 2442 2403 2333 2198 193 135 115 86 73 44 2005 183 1822 1797 81 1716 1689 1629 142 102 40 57 60 1487 326
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=5 5 0 5 8 12 16 18 10 5 15 16 6 6 16 13 16 16 9 15 18 15 9 13 13 13 18 6 14 2
split_gain=0.000748177 0.00614574 0.00370754 0.00253086 0.00203114 0.00513525 0.00672277 0.00526487 0.00418528 0.00342299 0.00303558 0.00278946 0.00502448 0.00489359 0.00867108 0.00690781 0.0050234 0.00375917 0.00460295 0.00382254 0.00686192 0.00586257 0.0041086 0.00379017 0.00699647 0.00492755 0.00461686 0.00410709 0.00312514 0.0028511
threshold=20.950952025950006 21.005083245250002 91.625341543800019 23.234643166550004 8.543332867800002 86.269275643000014 20.394952307700002 14.011669459250001 62.030794443850006 20.837651832150005 37.128521979500007 22.614947116400003 16.425383776450001 15.785368822600002 19.974953289850003 109.57886493895002 19.214955067100004 18.684956306450005 196.26893085885004 28.566186095050004 14.073076155300003 28.321365561200004 213.24207352880003 104.27722550570002 104.02719889955002 103.58091484995002 14.950750739850003 14.055328400500002 170.27070910270004 81.219375828750017
decision_type=2 2 2 2 2 2 2 2 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 8 -6 7 -7 -1 10 11 12 13 14 15 16 17 19 -19 21 -21 23 -22 24 25 27 -25 28 -10 -30
right_child=1 2 3 -5 5 6 -8 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 20 22 -23 -24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.052756640248403514 -0.10016908860884602 -0.00020147437471132991 -0.10009699694247809 0.021308289823452162 -0.038729589095500574 0.052574788348934788 0.054461386163889847 -0.059551450513209273 -0.10007242371736054 0.076696125194932685 -0.06613111893828838 0.057079664397691937 -0.094496514216826186 0.058917230117808861 -0.057631447988786944 0.039717825138175469 -0.067253488972286654 -0.031208524063882349 0.053796784532124477 0.076580023104369954 -0.10013376598006909 0.089419847051439502 0.021128495656656615 -0.012737222363639581 0.057874001983154393 -0.070307624033575156 -0.10009390104604113 0.099674906649247857 0.056717951595684268 -0.0040570691362987995
leaf_weight=0.014599812608544427 0.0064537104310602436 0.36276055441291372 0.0062296252092309823 0.0023704627811014234 0.012907515366272548 0.0065456374140921971 0.039079958014326621 0.011624890609965632 0.0032054945753232636 0.0060060186208943369 0.0066950704018751131 0.0089118170799338259 0.0054892220365161384 0.014446708144532749 0.024646654912430677 0.04611762382046436 0.011358010964613641 0.0085671274882770376 0.024839156015730168 0.0037404042270239293 0.012756890808603316 0.0070982157267280846 0.0035777188923233885 0.024598590046963409 0.020419354591922456 0.01059593601985398 0.0080233202292063766 0.0040521191450864072 0.008257912294301839 0.11828344669628987
leaf_count=22 11 985 69 13 17 6 60 47 27 14 20 13 11 23 36 38 23 30 45 7 82 7 25 37 27 30 43 10 33 1089
internal_value=-0.000113579 -0.00342127 -0.00173993 -0.0666338 0.00256561 0.0182488 0.031095 -0.0191598 -0.000210926 0.00179899 0.000601606 0.00181244 0.000444577 0.00191433 -0.000506756 0.00395591 -0.00216664 0.000698522 0.031997 -0.00395651 -0.0455972 0.000130509 -0.0735741 -0.00307962 0.00308454 -0.00466342 -0.0342225 0.000535137 -0.00256109 -9.09762e-05
internal_weight=0.844259 0.377814 0.371361 0.00860009 0.466445 0.070158 0.0572505 0.0181705 0.396287 0.381687 0.375681 0.368986 0.360074 0.354585 0.340138 0.315491 0.269374 0.258016 0.0334063 0.224609 0.020075 0.204534 0.0163346 0.197436 0.164814 0.144395 0.0326219 0.133799 0.129747 0.126541
internal_count=2900 1078 1067 82 1822 130 113 53 1692 1670 1656 1636 1623 1612 1589 1553 1515 1492 75 1417 114 1303 107 1296 1216 1189 80 1159 1149 1122
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=15 5 16 0 3 15 6 17 16 4 6 2 13 13 6 15 16 8 19 10 10 19 6 9 6 17 13 4 16 5
split_gain=0.000741392 0.00304276 0.00348802 0.00351613 0.00276989 0.000932208 0.00370085 0.00583544 0.00186379 0.00351195 0.00446126 0.00261805 0.00167953 0.00392492 0.00333014 0.0026575 0.00245029 0.00365848 0.00214023 0.0017588 0.00167082 0.00224423 0.00147765 0.00646145 0.00734734 0.00687549 0.00475979 0.00560872 0.00572132 0.00540585
threshold=46.074827201850006 24.375372008600007 22.584947186600004 86.280686780500005 94.260030511650015 42.80317728375001 16.405383309150004 202.56512036810003 22.674946976100003 254.49455531690003 16.555386813950005 72.843776848050013 117.62810858150002 117.60660091645001 16.535386346650004 42.133814420300006 22.614947116400003 8.7431769115000026 14.651182102100002 61.923256118600001 61.928633034850002 14.451165964200003 16.405383309150004 197.58039077460003 16.605387982250004 192.49174628505003 115.25151159420001 277.92641379865006 22.554947256700004 21.495293572000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 8 7 -7 12 10 -10 -12 13 15 19 18 17 -16 22 -14 -8 -22 -1 26 25 -25 -24 28 -28 -30
right_child=1 2 3 -5 -6 6 20 -9 9 -11 11 -13 14 -15 16 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.0028983018983976322 -0.08479909877819411 0.074328573077831681 -0.10006027975780239 0.052119915612493878 -0.003182625012320129 -0.087494565148050388 0.050820831221060847 0.040094648163049973 -0.079983990056808507 0.032131569121509454 0.026286688999929073 -0.039839558760339837 0.010094655120959058 -0.067589728504445751 -0.061507961985733772 -0.048271715725022528 -0.10017648950338859 0.10004170330402669 0.043526605400818999 0.053431549755196386 -0.015735831875125946 0.043807520777049108 -0.07408731438309217 -0.01116743014446208 0.014187252133563111 -0.10023085546132036 0.077757555473812329 -0.049014666516761361 -0.025432521069598459 0.049784264927512992
leaf_weight=0.49331231023909528 0.005243611990437074 0.0048944023312156295 0.0058021398034051319 0.0046195826153052613 0.0060066445235654187 0.0081003586437836672 0.017785127062325046 0.0064301773863917342 0.013441872666589916 0.010277032236899686 0.011541189990111889 0.012441776827685658 0.018219137183905332 0.0086126349174548977 0.003372911195826056 0.01104067355532834 0.0035254184662107946 0.0023987472523003817 0.011733511100828764 0.01926980742541673 0.014139942973116604 0.011460391421039162 0.0061112125358908633 0.015127009675779846 0.019535199511301116 0.020298924163697052 0.017674201280193813 0.010485528374528652 0.02085496557992883 0.017634755495237187
leaf_count=1988 21 23 71 11 28 28 34 21 18 30 22 34 22 13 61 14 5 2 19 19 29 20 121 14 55 33 56 44 25 19
internal_value=-0.000117192 -0.0165536 0.000229124 -0.0218469 -0.0507826 0.000425354 0.0126473 -0.0310327 -0.000522346 -0.0196473 -0.033866 -0.00801799 0.000782411 -0.000530047 0.0190844 0.000367053 -0.0344894 0.00563337 0.00121571 0.0323704 0.0272765 0.0109197 0.000416312 -0.00917012 -0.0350495 -0.0622004 0.0103783 0.0181231 0.0306574 0.0090294
internal_weight=0.831391 0.0265664 0.0213228 0.0164284 0.0118088 0.804825 0.057916 0.0145305 0.746909 0.0477019 0.0374248 0.023983 0.699207 0.652421 0.046786 0.643808 0.00929708 0.00577166 0.632768 0.0374889 0.0433855 0.0256003 0.621034 0.127722 0.0549611 0.0354259 0.0727607 0.0666495 0.0561639 0.0384897
internal_count=2900 154 133 110 99 2746 132 49 2614 104 74 56 2510 2401 109 2388 68 63 2374 41 83 49 2355 367 102 47 265 144 100 44
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=10 5 18 17 15 5 15 18 0 14 7 6 17 17 8 9 9 17 17 19 5 10 4 18 10 4 10 17 16 15
split_gain=0.00070323 0.0025332 0.00126815 0.00182734 0.00268093 0.00144386 0.00288786 0.0022015 0.00288195 0.00489335 0.00243972 0.00280551 0.00131936 0.00187381 0.00356139 0.00200196 0.00221553 0.00221733 0.00321417 0.00232101 0.00197619 0.0032525 0.00184084 0.00165691 0.00325818 0.00783739 0.00447478 0.00445956 0.00287536 0.0037591
threshold=90.740838818900016 7.7286379265000011 18.645258535250004 220.68978861510001 24.287520732450002 2.5966915737500007 11.896459116400001 17.140917755100002 102.84427732220001 414.62864134155001 26.709562027450005 11.125259939900001 212.33270692945004 206.58076374065004 8.2435668022500028 219.38617924735004 215.80505313260002 204.75389752000004 204.13511856875002 13.851117550450002 30.133297129900004 66.447931152150019 312.59262463035003 15.914538559100002 75.645146416450004 310.49012963040008 75.465019721650009 183.40283206635004 14.184966829400002 18.978014882100002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 12 -12 13 15 -15 16 17 18 23 -19 21 -17 -16 24 26 27 -8 -26 29 -25
right_child=1 -3 -4 4 -6 6 7 8 9 -11 11 -13 -14 14 22 20 -18 19 -20 -21 -22 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=0.048457314734295119 -0.10002539816838332 0.030584403189039357 0.046087687107151172 -0.10004428383846081 -0.0014851666101215856 -0.081694773054642372 0.00013227036420347983 0.07599208093957005 -0.10004220845967593 0.085110257615647764 -0.10013100724611144 0.0053113907680837251 0.03284689373669604 -0.067177084628625747 0.03708513802500002 -0.10012253450192402 0.048596694922257086 0.070594867915983184 -0.054947063405379894 0.00053111862442355346 0.018742132026018182 0.0019298444346723565 -0.032854626016612869 0.028723375562736228 0.0019065595666170863 0.036646197110349991 0.05894406985806995 -0.10009911973910568 0.047272893778076981 -0.092001925765524101
leaf_weight=0.0061930793728209857 0.0029557955463599397 0.0029842301631550772 0.005958967180902163 0.0044960316286122293 0.0071471858087903684 0.0043051472132908932 0.59202102796096312 0.0085778396029922988 0.0031258087291945466 0.0026270500487299842 0.0052144903872957116 0.0048894437652080569 0.012297551735507284 0.011829071033275795 0.0084545292907023395 0.0068815652755489509 0.0099029447439993312 0.0092350245365899752 0.010474296680968109 0.0096883803080345388 0.005347980622900649 0.0057178749293385067 0.0067821711111264458 0.0068118542104613766 0.0061870918715092307 0.010859796092361762 0.013226314944404294 0.013947790096452195 0.019085688046715177 0.0041508856687642037
leaf_count=30 240 89 39 46 44 72 1459 24 61 16 54 23 68 64 23 23 45 19 21 22 9 32 21 50 63 50 17 118 38 20
internal_value=-0.000124912 -0.0344079 0.000124822 -0.000213534 -0.0395438 0.000360433 -1.58327e-05 0.000430787 0.039267 -0.0154921 -0.000289195 -0.0491059 0.000357336 -0.000174957 -0.0260082 0.000791398 0.00163032 0.000961766 1.77289e-05 0.0347237 -0.0321903 -0.0538091 0.0059535 0.000881793 -0.000201929 -0.0318247 0.00141747 -0.0687546 0.0238284 -0.0169875
internal_weight=0.821377 0.00594003 0.815437 0.809478 0.0116432 0.797835 0.791642 0.787336 0.0143307 0.00575286 0.773006 0.0101039 0.762902 0.750604 0.0270658 0.723539 0.705591 0.695688 0.676765 0.0189234 0.0179474 0.0125994 0.0152367 0.66629 0.636242 0.0309947 0.605247 0.0201349 0.0300484 0.0109627
internal_count=2900 329 2571 2532 90 2442 2412 2340 101 77 2239 77 2162 2094 108 1986 1922 1877 1836 41 64 55 44 1815 1707 231 1476 181 108 70
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=9 9 15 10 6 0 6 0 10 19 9 3 6 9 7 6 0 7 9 7 16 2 9 19 0 18 9 7 12 15
split_gain=0.000704364 0.00160278 0.00185507 0.00338315 0.00327952 0.00235039 0.00349697 0.00229522 0.00424559 0.00581811 0.00383587 0.00302413 0.00229108 0.00228235 0.00183794 0.00123588 0.00241967 0.00116032 0.00245815 0.0014627 0.00181724 0.00187996 0.00215113 0.0014994 0.00325867 0.00407694 0.00388036 0.0028542 0.00461834 0.00272278
threshold=207.37918994975004 208.21354399485003 23.969938375100003 76.919475570250015 13.135306904350001 97.550703263350016 14.685343120700002 87.568458224950021 67.171126389250006 13.551093343600002 213.24207352880003 93.394346993650018 13.825323026450002 210.70699256735003 21.725272673150005 13.705320222600003 101.06989495610001 27.952168727600004 41.133939724950004 27.198839780950003 11.934972090850001 309.73785348360008 34.331904962550006 11.950964240300001 98.615332683000005 15.287416123250003 191.40721473735002 24.918974924200004 200.03640368750004 21.595769066000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 3 -3 13 6 12 11 10 -10 -9 -8 -4 -5 -13 16 -7 19 -19 20 21 22 -1 -22 25 29 -26 -27 -29 -25
right_child=1 2 5 4 -6 15 7 8 9 -11 -12 14 -14 -15 -16 -17 -18 18 -20 -21 23 -23 -24 24 26 27 -28 28 -30 -31
leaf_value=0.026915490717330289 -0.047481155804164447 -0.098501696839146266 0.0094211858462752499 0.053877760783040324 0.0203950373822845 -0.043643023351434204 -0.068541176686655769 0.097892960090281658 0.026455705670835036 -0.1000669348043247 0.011993300829318506 -0.030765085613504058 -0.077650743845210812 -0.088405753915587734 0.039395691063246308 0.092262429372842444 0.06681628749348234 0.015686363491522894 -0.10002250317822302 0.042224145627310285 0.019942635070100162 0.012082418525736457 -0.10003529061914021 -0.049495865290838263 -0.0035708821643484889 0.083699392573497788 -0.087843510097826705 -0.025539233732788387 0.063812757848878909 0.00087635863023086211
leaf_weight=0.0017597761918022592 0.0091188316753232357 0.0053019372786167187 0.0045012439708429506 0.0013826123815379168 0.013476547070069955 0.0032966051540910257 0.0077938350250406066 0.0097630596610542852 0.010849085715587292 0.0054654741825146394 0.011119147605313628 0.0067323442922315744 0.0091950572177204037 0.0061072512587223571 0.0083827892063084164 0.0037107278150330112 0.0049773168549904767 0.0039314371016390117 0.0034447282954388481 0.008717790174546991 0.04216767693553658 0.0046364806684930926 0.0055261735742862805 0.010941925330823388 0.013971486245846876 0.0091527825080586211 0.0089728939648807682 0.011942841675562477 0.011218456301094193 0.55597288669249922
leaf_count=56 33 33 22 17 43 28 24 23 40 30 27 29 52 128 39 16 32 167 93 64 201 29 175 93 92 19 67 32 32 1164
internal_value=-0.000131502 -0.00716501 -0.00388416 -0.0271361 -0.00908927 0.0032357 -0.0034345 0.00695646 0.0222922 -0.0159301 0.052154 -0.0179438 -0.0490348 -0.0621405 0.00814578 0.0443111 0.0228056 0.00109948 -0.0383506 0.00152429 0.000999625 -0.0376959 -0.0693729 0.00169407 0.000457272 0.00187341 -0.0365275 0.0364223 0.0177395 -9.5867e-05
internal_weight=0.813531 0.121174 0.112055 0.0262683 0.0209664 0.0857867 0.073802 0.0601057 0.0371968 0.0163146 0.0208822 0.022909 0.0136963 0.00748986 0.0151151 0.0119846 0.00827392 0.692357 0.00737617 0.684981 0.676263 0.0119224 0.00728595 0.664341 0.622173 0.599229 0.0229444 0.0323141 0.0231613 0.566915
internal_count=2900 616 583 221 188 362 286 212 120 70 50 92 74 145 68 76 60 2284 260 2024 1960 260 231 1700 1499 1340 159 83 64 1257
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=15 5 16 0 3 16 5 5 18 6 6 19 8 16 10 18 6 13 13 13 17 9 7 19 7 9 10 18 13 13
split_gain=0.000638045 0.00273141 0.00303884 0.00310067 0.00253711 0.00101657 0.00301548 0.00299645 0.00310457 0.00668042 0.00510746 0.00657198 0.00358359 0.00286081 0.00298503 0.00323866 0.0029252 0.00279855 0.00565195 0.00458087 0.00400778 0.00378029 0.00589602 0.00270225 0.00730475 0.00641878 0.00464417 0.00319854 0.00232216 0.0033477
threshold=46.074827201850006 24.375372008600007 22.584947186600004 86.280686780500005 94.260030511650015 22.624947093000003 20.361635946650004 20.837651832150005 13.5308213324 16.395383075500003 16.465384711100004 14.351157895250003 8.4434108459500017 22.644947046300004 61.907125369850007 12.993406580100002 20.305474434200004 117.38883580790001 117.47217800995001 117.07428620665002 195.76335783930003 197.6620677562 23.699538637550003 14.451165964200003 22.806258769100005 191.07475275385002 62.084563606450011 12.777826849750001 116.67639440335002 115.25151159420001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 17 -7 -8 9 -9 -11 -12 -10 -13 15 16 -15 19 -19 28 -21 23 -23 24 25 26 27 -20 29 -1
right_child=1 2 3 -5 -6 6 7 8 12 10 11 13 -14 14 -16 -17 -18 18 21 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013724940226584725 -0.083612721846624008 0.071116886007338898 -0.1000532005023903 0.049522961288314599 -0.0043035955776080841 0.057675069355466693 -0.049505062691908457 -0.072937226643371642 0.074342251173921486 0.055068814020423344 -0.05731973035745086 0.058372802514202571 -0.00036596458141428275 -0.03777208624377415 -0.030369030429194213 0.071555121285976783 0.04270666623812977 -0.053384614326593652 0.028874424017681689 0.085595689143229639 -0.0018621516059687843 -0.061096455398410521 0.017208314126063502 0.034735298047467951 -0.052465159703150126 0.10004630655225771 0.071562476566150113 -0.10014766376036016 -0.061258307843248108 0.032874804071831895
leaf_weight=0.43701657199454236 0.0048056601155153358 0.0046582914990563875 0.0052112713480752804 0.0044567246313818041 0.0059009539897469931 0.011204938493392547 0.0098197656508318687 0.011181623990523804 0.013520866337785264 0.019024259308935143 0.017118683112926192 0.011325191473588347 0.012226940016262233 0.010041216849998591 0.017327104946332383 0.0090637732551925865 0.0082084898540415452 0.02884357713838881 0.0029614443355265863 0.012017271231896665 0.0092904632474528626 0.022828767296445562 0.016613560448320186 0.027842416218845756 0.018232789862079102 0.008671148621942848 0.0044359236344462269 0.005471235956818532 0.0060956263317848416 0.030537109773149496
leaf_count=2097 21 23 71 11 28 20 17 13 26 29 33 14 29 30 25 20 18 30 48 30 13 34 23 35 29 8 7 20 13 85
internal_value=-0.000128823 -0.015844 0.000256767 -0.0209449 -0.049207 0.000374936 0.00777259 0.00374579 0.00779816 5.38595e-05 0.00891468 -0.00309948 0.0388653 0.0134853 0.00209745 0.0226935 -0.00157375 -0.00138475 -0.0140956 0.00210527 0.0474629 -0.00351024 -0.0281136 0.0108418 -0.0058846 0.0335445 -0.0112659 -0.0548368 6.47971e-05 0.000864283
internal_weight=0.805954 0.0250329 0.0202272 0.0155689 0.0111122 0.780921 0.150063 0.138858 0.129038 0.10329 0.0921087 0.0730845 0.0257478 0.0559658 0.0446406 0.0273135 0.0182497 0.630858 0.135901 0.494957 0.0213077 0.107057 0.0394423 0.067615 0.0397725 0.0215398 0.0128686 0.00843268 0.473649 0.467554
internal_count=2900 154 133 110 99 2746 274 254 237 182 169 140 55 107 93 68 48 2472 234 2238 43 204 57 147 112 83 75 68 2195 2182
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=3 2 3 7 7 13 3 0 18 7 7 7 18 7 7 4 9 18 7 9 7 18 10 16 18 18 16 16 2 6
split_gain=0.000675017 0.00193111 0.00102491 0.00101503 0.00313496 0.00338058 0.00228929 0.00517176 0.00218814 0.00218625 0.00362864 0.00297385 0.00381265 0.00359893 0.0039824 0.00295374 0.00270988 0.00251808 0.00412286 0.00376453 0.0019543 0.00225638 0.00195905 0.00261305 0.00202549 0.00585432 0.00577834 0.00545425 0.00909871 0.00492115
threshold=108.42013948475001 170.32456123625002 108.48197402175002 20.778835947700006 21.725272673150005 98.050756475600011 93.491131486350014 85.807518149550006 12.752103815600002 21.943165609950004 22.124753953150002 22.227765484150002 12.949570119650001 22.597569836950004 22.398098708400003 181.76113425110003 194.46727572990002 13.042786209850002 22.765858321950002 188.53841931785004 22.806258769100005 13.197799034350002 61.614083433650009 22.694946929300002 13.482409244300003 13.5308213324 22.584947186600004 22.624947093000003 177.29625860080003 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=3 2 -2 -1 5 -5 -7 -8 -6 -10 -11 -12 16 14 -14 -16 -13 -15 19 -19 -20 -22 -23 24 26 -26 -24 -28 -29 -27
right_child=1 -3 -4 4 8 6 7 -9 9 10 11 12 13 17 15 -17 -18 18 20 -21 21 22 23 -25 25 29 27 28 -30 -31
leaf_value=0.015247676580744232 0.09968052164692881 -0.10004373693310226 -0.025081272525931439 0.045691106157136473 0.052342013387923617 -0.1001140088888086 -0.081399447660762209 0.062809763639264563 0.05177995130705592 -0.06599234018707141 0.052808659763867276 -0.079473252626372837 -0.019446831405066114 0.049748013464644449 0.082695436447938586 0.019518812887948867 -0.0073833431861416183 0.0074111569056596431 0.041162800538542238 -0.056199975472975922 -0.039361089589436224 -0.070029097969446577 0.044139841698616955 0.050789607209449306 -0.077573108947504688 -0.0032185113818158939 -0.055261226739543493 0.069977243383426369 -0.045285027149845981 0.050657201067932457
leaf_weight=0.04201294206079409 0.0010413066638648707 0.0024814091591853216 0.0017908847831247243 0.0039393893848224662 0.0080188976640727105 0.0072171255260826675 0.0066027578669687892 0.003989451961388113 0.0080055988620486573 0.008429280869052036 0.010508644571338266 0.010275523778728646 0.012116951356654582 0.0094898634571767282 0.013691190324607305 0.016106473695394641 0.01058657513871708 0.014604826309612129 0.011305962404776437 0.025630191734411056 0.014798132321951929 0.0039429306472413819 0.03602935533673346 0.010225380103292991 0.010238323797921112 0.43040261915384548 0.016530182090016943 0.015005632315933326 0.012598834228306266 0.017649582601734437
leaf_count=259 3 46 88 43 25 40 56 5 19 29 22 24 32 28 22 56 17 33 23 38 38 18 42 24 15 1753 29 20 27 26
internal_value=-0.000115784 -0.0356386 0.0207897 0.000123159 -0.000726409 -0.0381367 -0.0566792 -0.0270845 0.000393994 -0.000186042 -0.000771847 1.15826e-05 -0.000791083 0.000519081 0.0288907 0.0485467 -0.0428909 -0.00137316 -0.00215695 -0.0331099 -4.99738e-06 -0.000825273 0.000206639 0.000711368 -0.00023963 -0.00280476 0.014425 -0.00983273 0.0173709 -0.00109625
internal_weight=0.795266 0.0053136 0.00283219 0.789953 0.74794 0.0217487 0.0178093 0.0105922 0.726191 0.718172 0.710166 0.701737 0.691229 0.670366 0.0419146 0.0297977 0.0208621 0.628452 0.618962 0.040235 0.578727 0.567421 0.552623 0.54868 0.538455 0.458291 0.080164 0.0441346 0.0276045 0.448052
internal_count=2900 137 91 2763 2504 144 101 61 2360 2335 2316 2287 2265 2224 110 78 41 2114 2086 71 2015 1992 1954 1936 1912 1794 118 76 47 1779
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=0 9 6 8 3 3 6 15 2 15 6 2 4 19 5 7 17 18 18 17 2 6 4 7 9 0 18 18 18 9
split_gain=0.000643666 0.00206088 0.00459683 0.0038857 0.00166026 0.00202644 0.0049564 0.00192344 0.00191893 0.00156009 0.00165744 0.00361469 0.00237895 0.00338643 0.00151291 0.00317374 0.00304923 0.00417396 0.00138869 0.00501215 0.00453668 0.00309662 0.00255246 0.00268158 0.00673199 0.00382275 0.0035307 0.00664214 0.00467497 0.00382687
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 93.770731131900007 93.58791597905001 16.475384944750001 39.283112803100003 87.122651665300012 20.742056627150003 16.665389384150004 121.41360778140002 208.63771838305004 14.451165964200003 30.133297129900004 22.446731871300006 189.27091549140002 13.400856420150001 13.278511569200001 184.59783591905003 157.69206214580001 16.475384944750001 141.65724256140001 23.195026784100005 192.09062119805003 88.576630023850015 13.482409244300003 13.5308213324 13.5538556217 196.26893085885004
decision_type=2 2 2 2 2 2 2 2 2 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 18 -7 -6 -8 -1 12 -12 13 -11 15 -4 -17 -18 19 -2 21 -21 -20 24 -24 -26 -25 -28 -29 -30
right_child=4 2 14 -5 7 6 8 -9 -10 10 11 -13 -14 -15 -16 16 17 -19 22 20 -22 -23 23 26 25 -27 27 28 29 -31
leaf_value=-0.05058349310041526 -0.024243760277222984 -0.10008661269296759 -0.056831250301925013 0.099390491238601789 0.049626012713986353 -0.10010035212131313 0.036658460095657895 0.0017556110565522154 -0.031643468085835388 -0.075619225981727475 0.053629369170380317 -0.10007678133719709 0.044085650631592553 0.040937657351096751 0.032843147521489646 0.062557008255826982 -0.10010466931730455 0.024611609503041389 0.064980805595663313 0.06982923631914037 -0.015461351203748553 0.015580426780782766 0.0041452063391726737 0.037711415134133598 -0.077928549105638539 -0.014256991761167133 -0.10018658471491443 0.081007410379884709 -0.017379289655023663 0.0050342708883305224
leaf_weight=0.0056999390990988682 0.025611267612905664 0.0066226217851511606 0.012972688475420213 0.0041680993995214513 0.014738101017428562 0.00692636075549835 0.007812128940713591 0.019497620595132048 0.0086876656843104527 0.0051641981262031678 0.0025389525882459898 0.0038500567665121777 0.014486876945043914 0.004818496250663884 0.0068285392420773796 0.0065345642118882072 0.0043511470310342304 0.0070016874211660252 0.0058058674621861419 0.023921181275454728 0.016733587570854525 0.01878538059827406 0.060425654295475972 0.025518726039990725 0.021123349868105379 0.017032862258442805 0.0065913019643630824 0.0071754004966351195 0.10059018072002868 0.31386894428672973
leaf_count=103 49 40 68 10 17 28 10 30 32 46 44 103 66 7 14 27 23 29 6 35 25 22 266 27 33 16 8 7 754 955
internal_value=-0.000110572 -0.00832649 -0.0232511 0.00791169 0.000886316 -0.000216698 -0.0291067 0.0223633 0.000695327 -0.00251796 0.0063603 -0.0389949 0.0182026 -0.019359 -0.00974957 -0.0191742 0.0081362 -0.0231878 0.000835539 0.0127387 0.0286735 0.0459668 -0.000978333 -0.00167167 -0.0166204 -0.0495057 0.00157614 -0.000577228 0.000979939 -0.000405552
internal_weight=0.785883 0.0850379 0.0443112 0.0407266 0.700846 0.66661 0.0234262 0.0342357 0.0164998 0.0365585 0.0308586 0.00638901 0.0244696 0.00998269 0.0376886 0.0308601 0.0178874 0.0113528 0.643184 0.0850514 0.0594401 0.0427066 0.558132 0.552326 0.0985819 0.0381562 0.453745 0.428226 0.421635 0.414459
internal_count=2900 580 201 379 2320 2273 70 47 42 369 266 147 119 53 161 147 79 52 2203 131 82 57 2072 2066 315 49 1751 1724 1716 1709
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=3 9 9 10 16 9 3 5 0 17 10 17 15 15 15 10 6 16 17 9 6 10 8 9 9 17 17 8 13 8
split_gain=0.000630057 0.00185854 0.0023392 0.00135433 0.00114175 0.000869164 0.00203873 0.00368799 0.002236 0.00203701 0.0033278 0.00263224 0.00308926 0.00398701 0.002757 0.00268003 0.00270526 0.00246704 0.0023327 0.00202732 0.00192301 0.00170473 0.00175877 0.0016518 0.00156305 0.00102041 0.00138171 0.00145374 0.00179124 0.00151453
threshold=108.3367972827 65.407743180450012 66.290220196950017 55.94143677835001 20.564951910200005 207.37918994975004 101.23926781830001 26.429611911700004 85.839779647100016 196.65693750130004 80.468240302450013 203.93111730270002 34.279674133750014 29.712811603950005 41.863529088250004 76.919475570250015 15.925372093750001 22.594947163200004 185.45203303005005 211.98908248575003 13.775321858200002 78.962703749400006 7.7439566930000003 221.19163465210002 214.57164835430004 157.96759137085004 159.67846003855001 8.8430989333000021 117.30011668960002 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=3 -2 -3 -1 -4 25 7 8 -7 10 19 12 13 20 15 16 23 -14 -12 -10 -11 -17 -23 -13 -21 -5 -27 29 -29 -28
right_child=1 2 4 5 -6 6 -8 -9 9 11 18 14 17 -15 -16 21 -18 -19 -20 24 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.047581768774613203 -0.10010373012628829 0.069754037622698814 -0.1000416470725357 -0.058203671300361887 0.030329033667064471 -0.10005585679454015 -0.074709278418148922 0.082129285753104006 -0.088066186906095884 0.040688080272885313 -0.022781602678798099 -0.080163540596726854 -0.067105000634243461 0.080466746990447965 0.069040172449930728 0.052727559445424524 0.011465378790811526 0.025393023745976358 0.084760809291280798 0.013769199276988123 -0.048272946292626642 0.045593968187006874 -0.10002311189528974 -0.014345000815131945 -0.056688738321216514 0.07419686878399083 0.0010823770938111869 0.0078984847425461729 -0.067057705223933409 0.032270944285870504
leaf_weight=0.0059813272184880964 0.0024753600809504228 0.0027749309997489036 0.0020435301796007665 0.0028764603901761934 0.0010007068997310853 0.0026520950876012242 0.0044363074676354577 0.004594882371179664 0.0084751349448293212 0.0047837959912442329 0.0045453219401760947 0.013216149982490322 0.005646267161695695 0.012787014059540525 0.0034735359877231522 0.0060890338146180056 0.0070815306896747634 0.005892787675747968 0.003625989696246279 0.0057324593992973405 0.0049381012704543537 0.0014811503703242579 0.0018850673464072543 0.0053590770589053696 0.0069852607598477334 0.0026031701762150297 0.61449028688419416 0.0059668269532267004 0.0068461212601711452 0.015974699948799298
leaf_count=39 20 8 106 69 13 26 26 19 45 35 42 74 26 27 15 32 29 15 15 21 13 43 53 24 34 20 1950 13 28 20
internal_value=-0.000112926 -0.0275263 0.0033467 0.000182981 -0.057186 -0.000188862 -0.00825463 -0.00555598 -0.009406 -0.00704897 -0.029275 0.00193653 0.0222022 0.0437692 -0.0159459 -0.0243534 -0.0411251 -0.0198679 0.0249399 -0.0501786 -0.00449842 0.0211566 -0.035951 -0.0611745 -0.0249301 0.00122449 0.00148916 0.00119493 -0.0321516 0.00187263
internal_weight=0.776714 0.00829453 0.00581917 0.76842 0.00304424 0.762439 0.113681 0.109245 0.10465 0.101998 0.0293642 0.0726335 0.034048 0.0225089 0.0385855 0.035112 0.0256568 0.0115391 0.00817131 0.0211929 0.0097219 0.00945525 0.00336622 0.0185752 0.0127177 0.648758 0.645881 0.643278 0.0128129 0.630465
internal_count=2900 147 127 2753 119 2714 614 588 569 543 157 386 116 75 270 255 127 41 57 100 48 128 96 98 55 2100 2031 2011 41 1970
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=12 12 7 3 16 3 6 7 9 9 17 17 2 4 17 16 8 16 14 17 6 18 7 6 2 14 17 7 0 13
split_gain=0.000624102 0.00265461 0.00208824 0.00225054 0.00173434 0.00205118 0.00235625 0.00118092 0.00105682 0.0017455 0.00164891 0.0018079 0.00142328 0.00158484 0.00135232 0.00351018 0.00380789 0.00357655 0.00386883 0.00421763 0.00312691 0.00218345 0.00361399 0.00179433 0.00169352 0.00295486 0.00208382 0.0041457 0.00412129 0.00863056
threshold=327.98456567570003 333.35391135000003 27.894561215200003 93.168516510700016 22.634947069650003 73.962171626800014 16.015374196650004 23.147601011700004 220.28141982375004 215.80505313260002 203.35246479535002 196.65693750130004 297.58713971970008 404.80439994405009 200.39804233735001 22.644947046300004 8.1436447804000007 18.684956306450005 327.34937283730005 242.64190980425005 15.710367070250003 14.140199600350002 24.071745547300001 14.475338213950002 270.91232589630005 378.11018031220004 194.42005702145002 22.892948161350002 93.972365491700018 107.37432927200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 7 -7 9 12 11 -11 14 -14 24 16 17 18 19 -16 23 -22 -23 -18 26 -26 -1 -28 -29 -30
right_child=1 2 -4 -5 -6 6 -8 -9 -10 10 -12 -13 13 -15 15 -17 20 -19 -20 -21 21 22 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.0013527121327798469 -0.08844803296561024 0.060073597099138246 -0.10001925476547849 -0.068663099984468956 0.074450966060232271 0.027986765018272092 0.056810796464384805 -0.063378809656383372 -0.020266964703200937 0.0087514372364381841 -0.0069084915679197088 0.09578706896556205 0.073944114161889701 -0.010672306262438251 -0.05692559680768039 0.065149983078813062 -0.024895746144541465 0.037363864241597808 0.048504078179668703 0.083179158590128796 -0.050466284536253542 -0.039193579200677786 0.043839587778872091 -0.092223236890463023 -0.10008221448118765 0.0088220491319571572 -0.034428100837533247 0.026317474616383715 0.016194622293069345 -0.10011519367903475
leaf_weight=0.41287740494368297 0.0041521493168606418 0.004596327462422777 0.0020231162732811106 0.0034833090135837899 0.0043363633949411442 0.0017718718874402128 0.003069466430133617 0.0070173290679775846 0.023793401503837242 0.0041081002712757275 0.0060990824113673616 0.0056952738785929213 0.0054441525983293104 0.0037300260809445263 0.017850319621324218 0.0057603778986958778 0.0060960653346739937 0.019974095278030291 0.0065161068678385439 0.0024426583381682567 0.011855232396158044 0.010261030133403182 0.010716208045678854 0.011288074158869676 0.0044278265982314879 0.0056969200376060236 0.01728561281720431 0.11492870966884539 0.0249670418284893 0.0085695533822160996
leaf_count=1419 33 19 83 52 17 19 11 74 150 41 40 16 22 39 219 14 27 41 72 6 23 16 26 27 40 39 28 151 89 47
internal_value=-0.000110199 -0.014141 -0.00240869 0.00572644 0.0181894 0.00336285 -0.0186178 -0.0449598 0.000466849 0.00115529 0.0339161 0.0593148 0.000411764 0.0395409 -0.000107355 -0.0106924 -0.0151964 0.00533109 -0.0185349 -0.0400612 -0.0343203 -0.0161627 0.00322386 -0.0686136 0.00174015 -0.0388047 0.0024496 0.011921 0.0173173 -0.0135258
internal_weight=0.770833 0.0304499 0.0262978 0.0242747 0.0207914 0.016455 0.0118587 0.0087892 0.740383 0.71659 0.0159025 0.00980337 0.700687 0.00917418 0.691513 0.10276 0.0969998 0.0467832 0.0268091 0.020293 0.0502166 0.0328325 0.0209772 0.0173841 0.588753 0.0101247 0.578628 0.165751 0.148465 0.0335366
internal_count=2900 308 275 192 140 123 104 93 2592 2442 97 57 2345 61 2284 471 457 338 297 225 119 65 42 54 1813 79 1734 315 287 136
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=6 13 5 17 16 15 18 6 6 15 16 16 13 16 15 9 10 9 9 17 9 6 15 0 7 16 10 7 15 9
split_gain=0.000627322 0.00123076 0.00110038 0.00250752 0.000919229 0.00147456 0.00345326 0.00331424 0.00368061 0.00183243 0.00405926 0.00164896 0.00290121 0.00161847 0.0014454 0.00119761 0.00399019 0.0034939 0.00233863 0.00262721 0.00374111 0.00245398 0.0039787 0.00295653 0.00268329 0.00353406 0.00387403 0.00235698 0.00248612 0.00231754
threshold=22.585527707250005 119.04223755815001 32.00428233840001 163.87835909345003 22.764946765650006 44.34858359035001 13.278511569200001 16.505385645700006 16.405383309150004 42.670190152050004 22.594947163200004 22.674946976100003 117.61735474900001 22.654947022900004 42.133814420300006 204.09084027260005 62.106071271500007 203.09362050815002 204.64320368315003 191.55545126530004 206.08249486475003 15.925372093750001 34.279674133750014 88.576630023850015 24.701534972700003 18.634956423400002 75.403185184700007 25.697366542400001 23.304416445750004 202.37225149245003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 9 -7 8 -8 11 -11 13 -13 14 15 17 -17 29 -18 -20 -21 22 24 -23 -22 26 -26 -28 -29 -1
right_child=-2 2 -4 -5 -6 6 7 -9 -10 10 -12 12 -14 -15 -16 16 18 -19 19 20 21 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0026716681046037426 0.032829326105628547 0.057661476356533709 0.016807967694674002 -0.088609330390645891 0.027055033934201014 -0.10006317121560869 -0.02912543419696096 -0.074928967560635801 0.044222071958874482 -0.020979068248182846 0.054065197091285579 0.0086015382239335875 -0.059525116849343501 0.025493228571618804 -0.035913305492567958 -0.10014578863755881 -0.060678437863607104 0.049463193762538639 -0.028544710436299192 0.051554755931903201 -0.076588287265526786 -0.018358886334198344 -0.064718005231253359 0.058499384400517732 -0.090980958157402869 0.046705802798061608 0.075829514640048404 -0.038487446377957757 0.031661818382094732 -0.03026410832641005
leaf_weight=0.43101060507594668 0.0057378784040338351 0.0014938790792484724 0.0028401960807968862 0.0054394336207681526 0.012441106797268731 0.0046692237121543903 0.014052633188940677 0.0060990428821950929 0.013332180077075595 0.011828411647722858 0.018452394206178724 0.012453109322450473 0.012550995706988033 0.025059280902496539 0.011271182964264881 0.0045438366086614215 0.0070975678536342448 0.015406253874602704 0.028181481525680674 0.015281507925692495 0.0041815233331874415 0.0084191437272238545 0.011763756922823276 0.012341905471885184 0.0052216523836392517 0.015036433044770092 0.0038393645327232653 0.012200791551890688 0.0086226214174871529 0.022478613851823148
leaf_count=1694 8 12 8 68 26 86 55 24 38 27 37 24 20 36 14 11 24 33 152 27 15 21 65 40 53 34 13 142 53 40
internal_value=-0.000111258 -0.000360739 -0.0356174 -0.0570932 0.000100033 -0.000355981 -0.0194984 -0.0082639 0.00658349 0.000691493 0.0247511 -0.00040084 -0.0255951 0.000580472 -0.000431519 0.000228824 -0.00800607 0.00263015 -0.00483885 -0.00167053 0.0061446 -0.00235668 -0.0124831 0.0273314 3.11541e-05 0.00716339 -0.0127325 0.00383443 -0.00943983 0.0010391
internal_weight=0.763348 0.75761 0.00977351 0.00693331 0.747837 0.735396 0.0381531 0.0334839 0.0273848 0.697242 0.0302808 0.666962 0.0250041 0.641958 0.616898 0.605627 0.136732 0.468895 0.132188 0.12509 0.0969087 0.0816272 0.0608661 0.020761 0.0491024 0.0449209 0.0298844 0.0246628 0.0208234 0.453489
internal_count=2900 2892 88 80 2804 2778 203 117 93 2575 64 2511 44 2467 2431 2417 650 1767 639 615 463 436 375 61 310 295 261 208 195 1734
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=3 9 9 10 12 0 9 6 8 4 4 16 9 3 6 3 9 18 18 6 5 6 6 9 5 10 10 13 13 13
split_gain=0.000597962 0.00164625 0.00202015 0.00113051 0.000915527 0.000724445 0.00245601 0.00394587 0.00315282 0.00208589 0.00173605 0.00179878 0.00308651 0.00147289 0.00182813 0.00179565 0.00396157 0.0013276 0.00605044 0.00238811 0.00825746 0.00604809 0.0041593 0.00407852 0.00305349 0.00345361 0.00276332 0.00219188 0.00248158 0.00480236
threshold=108.3367972827 65.407743180450012 66.290220196950017 55.94143677835001 126.98760210945001 85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 186.12253940095005 229.01066513960004 22.824946625350005 201.63419974125003 93.770731131900007 16.455384477450004 93.58791597905001 194.46727572990002 13.064341268650002 12.903279561150002 16.455384477450004 22.852794041600003 16.565387047600002 16.445384243750002 197.58039077460003 22.852794041600003 62.079186690200011 62.106071271500007 117.47217800995001 117.38883580790001 117.07428620665002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 8 -8 -5 -9 -11 12 -12 15 -15 17 -17 18 -7 22 21 23 24 -21 25 -19 -27 28 29 -28
right_child=1 2 4 5 -6 13 7 9 -10 10 11 -13 -14 14 -16 16 -18 19 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.044169242961324601 -0.10009412188348193 0.065374004157766494 0.019375130219365086 -0.00050500304092331776 -0.10003887894969826 -0.015714792402754668 -0.10007922747189955 -0.041796108398121791 0.099307146597372969 0.049378789660642769 -0.10007265821799008 0.027296976328590957 0.040098429421133668 -0.0052200660581380835 0.042145928795001723 -0.060199606769740545 0.028349964216834896 0.040453110663776451 0.077251559380953516 -0.034097474193777053 0.034352034141366006 0.0059849576727548787 0.071868339164619183 -0.100131368976385 -0.028578864448022448 -0.055898927267621967 0.00032176008504312828 0.054255102891262535 -0.048027504641527996 0.054314627041536001
leaf_weight=0.0057949847770634158 0.0022366582232961748 0.002600016374117331 0.0010018846066692788 0.022150808660876958 0.0017875602036357269 0.017454640319336079 0.0060682021517467202 0.014051549960287346 0.0036922042526157375 0.0068303076625113581 0.0042623509458554754 0.0058648482290166726 0.0024877973747976512 0.014512869866081246 0.018580934785177305 0.014056470875376981 0.0078873322080665886 0.023696191912677023 0.011688594302540878 0.026730585551831609 0.02433353907203184 0.023982243940048775 0.008469895812595496 0.014387901039796702 0.032204336681648016 0.0082980094302911311 0.39593642202674906 0.0079882905120030046 0.0099268856647540815 0.017188492885907181
leaf_count=39 20 8 33 185 86 28 40 57 10 22 40 26 14 21 26 42 28 28 27 40 39 37 9 32 87 9 1826 7 12 22
internal_value=-0.00011168 -0.0279719 0.00195931 0.000172165 -0.057149 -0.000171112 -0.0102212 -0.025882 0.0137552 -0.0124407 0.00877214 -0.0132141 -0.048412 0.000799408 0.0213742 -0.000257509 -0.0283719 0.000733897 0.0215716 -0.000289934 -0.0153486 -0.0339258 0.00238375 -0.0572036 0.00119538 0.00326619 0.00126048 0.00236086 0.00138096 0.00256819
internal_weight=0.756153 0.00762612 0.00538946 0.748527 0.00278944 0.742732 0.0654081 0.0395651 0.025843 0.0334969 0.0194453 0.012615 0.00675015 0.677324 0.0330938 0.64423 0.0219438 0.622286 0.0291432 0.593143 0.0894343 0.0651007 0.503709 0.0411185 0.495239 0.463034 0.439338 0.43104 0.423052 0.413125
internal_count=2900 147 127 2753 119 2714 394 199 195 159 102 80 54 2320 47 2273 70 2203 55 2148 148 109 2000 72 1991 1904 1876 1867 1860 1848
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=13 13 16 16 4 16 19 0 19 2 5 16 0 16 10 7 7 0 6 2 10 0 6 5 18 0 17 18 3 10
split_gain=0.000571223 0.00448986 0.00339323 0.00324906 0.00479162 0.00295159 0.00296253 0.00311288 0.00401925 0.00484407 0.00317709 0.00609355 0.00490061 0.00425519 0.00666781 0.00363616 0.00347381 0.00273911 0.00260306 0.00243869 0.00223049 0.00471379 0.00482214 0.00314907 0.0023675 0.00727732 0.00822632 0.00459398 0.00388394 0.00556345
threshold=95.99139754765001 96.429616222950017 14.274966618900002 14.184966829400002 280.33545882855009 12.644970430600003 11.850956171350001 98.615332683000005 13.351077205700003 219.74617996645003 16.579584939650001 15.474963812800002 97.32487278035002 15.644963415300001 72.496961945650014 22.372035319250003 24.176224535650004 94.776214472700005 13.775321858200002 76.773444779000016 70.182199495350019 96.055920542800024 14.815346158200002 17.671168838450004 14.385463547100001 91.410264893400026 193.11174173740002 14.424014050250003 85.622014538550019 70.026268923800004
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -7 10 9 19 13 16 20 18 15 -15 -12 -3 -8 -9 23 22 -22 -13 25 -25 -27 -26 -29 -30
right_child=1 5 -4 -5 -6 6 7 8 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 21 -23 -24 24 27 26 -28 28 29 -31
leaf_value=-0.10005818319611195 0.085769506937363266 0.05140518108651726 -0.093314000028358463 0.082649297871638494 0.0031740491558031798 0.035060648393024141 0.079817167146395349 -0.014225761044091385 0.029839420777460563 0.026848517495366622 -0.0040577803879342797 0.040175733862664868 0.076891269892803829 -0.026377964080872413 -0.10004473355784227 0.059504121012257043 -0.094929002778594895 -0.10005035821742499 0.024113621510271403 -0.10005740587685881 -0.068085677895616051 0.023813101761650003 0.0079249243746217241 0.0010087520108026788 0.092250528300300616 -0.00066251626620614679 -0.10016529114200159 -0.058866619103548214 -0.0050037797950890049 0.083751002599515234
leaf_weight=0.0052230298630197005 0.0061351550111226052 0.0015446013026281227 0.0045067185060752015 0.0040918641052769536 0.032313078617169921 0.02393254886633045 0.013176349781545582 0.0044202785086326904 0.0079697740606547995 0.0058033214592754226 0.0069096921473907882 0.019909240299465836 0.0082256969395757551 0.009236664943786721 0.0061085940198886126 0.010573092951744911 0.010754381790320622 0.0052620786853241341 0.023090511807822622 0.013181982476410781 0.023115856542826108 0.01653133721129052 0.01306269686084427 0.39119550413524529 0.007539241667060991 0.01758988091773972 0.015746958373057396 0.0072902241131487236 0.023516227301968229 0.010094030817811017
leaf_count=218 22 28 66 11 489 81 32 25 51 46 42 22 23 26 100 17 19 59 26 115 160 35 36 973 11 26 31 16 75 19
internal_value=-0.000111025 0.000597425 -0.0108897 -0.00196632 -0.0111904 -0.000153593 0.000493785 -0.000750157 -0.0314965 -0.0523818 0.000772216 -0.00156354 0.000280612 0.0222378 -0.00870559 0.01946 -0.0593827 -0.0656814 0.0443516 -0.0785034 -0.000874422 -0.0204264 -0.0406411 0.00121652 -0.000423428 -0.00281329 -0.0476636 0.0205217 0.00729978 0.0216516
internal_weight=0.748051 0.701916 0.0461347 0.041628 0.0375361 0.695781 0.688974 0.665042 0.0313754 0.0234056 0.633666 0.571481 0.553817 0.0621852 0.0259184 0.0198098 0.0176641 0.00680668 0.0362669 0.0176023 0.545591 0.0527099 0.0361786 0.492881 0.472972 0.424532 0.0333368 0.0484397 0.0409005 0.0336103
internal_count=2900 2116 784 718 707 2094 2007 1926 237 186 1689 1488 1427 201 143 43 61 87 58 140 1404 231 196 1173 1151 1030 57 121 110 94
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=7 13 13 17 7 19 10 17 18 16 0 6 7 17 6 5 5 19 7 6 18 8 10 13 17 5 13 12 10 15
split_gain=0.000576013 0.00192842 0.00287202 0.00182386 0.00177538 0.00159597 0.00131427 0.00248196 0.00182023 0.00124382 0.00114748 0.00112541 0.0030015 0.00134972 0.00127288 0.00236744 0.00313915 0.00142545 0.00127538 0.00105105 0.00341993 0.00464772 0.00318787 0.00222712 0.00354295 0.00183617 0.00303393 0.00860286 0.00665298 0.00166984
threshold=26.752366550650006 81.98184222990001 92.284013785800013 242.64190980425005 26.452067539250002 9.8507947922000021 80.371455809750003 198.64683373915003 17.267778657600005 9.1949784981000011 102.65877371115 5.0951190466500007 25.658442496500005 200.96259924040001 5.6401317807500009 11.848158554650002 13.175707186950001 12.451004585100002 24.122256664450003 13.075305502400001 13.901940775400002 7.7439566930000003 73.365333921800001 98.238948544700023 176.45537817675003 15.299679811400003 104.02719889955002 236.87735968945 75.465019721650009 20.478039369150004
decision_type=2 2 2 2 2 2 2 2 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 5 -3 6 11 9 8 -8 -4 -2 -6 12 13 -1 -13 17 18 -16 -17 20 -18 23 -23 24 -22 -21 27 29 -28 -27
right_child=1 2 3 -5 10 -7 7 -9 -10 -11 -12 14 -14 -15 15 16 19 -19 -20 25 21 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.10004106154037129 -0.10001606820828109 -0.10004993432331528 -0.085022763919718525 0.050932682861093176 0.058941511197631802 0.06001052800125644 0.048749373368957745 -0.073816601626089384 0.016962387700951383 0.042658702274793493 -0.0058229391745261184 0.039149822296154435 0.05244512635843615 -0.0090505184826104642 -0.1000434462916779 0.075671052424457333 -0.063848839579832103 -0.013431822682297543 0.019581790039588681 0.041570932518345129 0.047632565740210749 0.025463810315289555 -0.082759170845053964 0.061725964275253981 -0.068918462111176595 -0.019904345567788338 -0.00038434706869866508 0.089844438012589359 0.084146830476948875 -0.093861009206332793
leaf_weight=0.0046522959429191602 0.001382005107102624 0.0044447102611124825 0.0056740891685684858 0.0038263645608935795 0.0084098392911471365 0.005399019398971916 0.0046267852996777501 0.0025698265295233114 0.0025305620540621021 0.0010952996918831559 0.0040547149109326783 0.0083240351002018542 0.0028989224445643558 0.0025096690149553069 0.0037091813514695806 0.0070427881728392086 0.01100752599396948 0.0038962063736107666 0.0095526290925249668 0.010658438238920098 0.0059696637320953982 0.0040108459777457037 0.0084691939375032277 0.010474947780494404 0.0046317775916193682 0.004208832068460012 0.56585004667405414 0.0040802129884691665 0.009466466712183319 0.011116570324475106
leaf_count=163 147 182 44 20 36 62 30 52 19 5 30 34 33 36 45 8 77 11 40 31 44 12 89 31 29 51 1463 23 11 42
internal_value=-0.000123302 -0.0133429 -0.027604 -0.0108572 0.000468279 0.0295188 -0.0262086 0.00498249 -0.0535675 -0.0369348 0.0378737 -0.000204964 -0.0334066 -0.0681565 0.000284491 -0.000195401 0.000437609 -0.0556727 0.043385 -0.000658993 -0.0154806 0.000385608 -0.0479784 0.0290236 -0.00328866 0.000432074 -0.000305204 -0.0391949 0.00100656 -0.0735502
internal_weight=0.736543 0.0315487 0.0236723 0.0192276 0.704995 0.00787632 0.0154013 0.00719661 0.00820465 0.0024773 0.0124646 0.69253 0.0100609 0.00716196 0.682469 0.674145 0.66654 0.00760539 0.0165954 0.649945 0.044564 0.0335564 0.01248 0.0210764 0.0106014 0.605381 0.594722 0.0194056 0.575317 0.0153254
internal_count=2900 561 347 165 2339 214 145 82 63 152 66 2273 232 199 2041 2007 1951 56 48 1903 282 205 101 104 73 1621 1590 116 1474 93
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=6 13 6 5 9 6 17 18 16 8 9 6 12 12 4 5 17 2 19 8 17 8 17 4 12 7 17 16 19 13
split_gain=0.000552228 0.00106992 0.00154979 0.00153507 0.00175849 0.00259229 0.00191386 0.00151631 0.00149192 0.00115688 0.00363607 0.00149243 0.00109287 0.00108574 0.00141454 0.00216392 0.00130937 0.00190195 0.00186616 0.00145376 0.00264733 0.00860867 0.00352682 0.00250786 0.00287716 0.00238361 0.00260813 0.00427872 0.006499 0.00432967
threshold=22.585527707250005 117.99105042915001 1.8100422913500003 2.7861270712500006 38.136666659400014 5.3251244207000008 200.96259924040001 16.255760498500003 22.744946812400002 8.4434108459500017 179.80632259800004 20.305474434200004 123.93044755685001 58.770113158150004 148.04566182605001 19.091524133650005 166.83257850275001 71.847610775600018 13.451085274650001 7.943800736700001 183.58889821140002 8.4434108459500017 181.85746889350003 158.04546874885003 91.390385593800019 22.398098708400003 189.46592532740002 22.604947139800004 14.351157895250003 108.61908538635001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 6 -5 -4 13 10 12 -11 -3 -6 15 -15 17 -16 -19 -18 21 -21 -23 -22 -25 -26 27 29 -29 -27
right_child=-2 9 3 4 8 -7 -8 -9 -10 11 -12 -13 -14 14 16 -17 19 18 -20 20 23 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.10002609263132195 0.031268702280123281 0.021501855008216282 0.093684616134177223 -0.10003602247661157 0.047291810924257383 0.014581234728805471 0.022032747265721353 0.0034191254328665129 0.040754232402144736 -0.08439538226674996 0.10002333180731643 -0.0086626086874988413 -0.10009795257272586 0.0050366223413944042 0.046187510521826403 -0.05388385312001908 0.011456625203520992 -0.081787280581288146 0.047856318070055651 -0.059694950955755055 0.036915596548296063 0.082745996527895799 -0.013167557430703412 -0.082087448692612905 -0.041243257761845807 -0.015397476763502185 -0.0019960786631666228 -0.045472928997113027 0.043820874265678184 0.05396480114423096
leaf_weight=0.0015388823829355349 0.0055611786956433198 0.0011143589517814681 0.0034865268198700497 0.0060281854995185569 0.004843321628868579 0.0058026285655614629 0.001632163842746337 0.0039915681909903356 0.0091556961763039624 0.0050943076145699706 0.0025342258595628664 0.0053189829097846086 0.0021947823991403936 0.012830149931232881 0.0022146942792069663 0.012122574658178564 0.11422044041004376 0.0063217097479171119 0.0013468728338601466 0.026454954792711718 0.018788152431284344 0.0076172485702699078 0.0077183852922447643 0.0042672492252791008 0.01333965107093249 0.01195354382542918 0.36178063549450229 0.020241745307600922 0.013645646208993334 0.036412977974287664
leaf_count=137 8 14 8 176 7 22 46 39 19 41 6 17 46 17 10 25 809 214 25 59 35 27 18 17 34 43 845 55 30 51
internal_value=-0.000122961 -0.000364082 0.000218526 0.000436964 -4.53534e-05 -0.0358364 -0.0740273 0.0455038 0.000657801 -0.0257287 0.00988288 -0.045712 -0.059149 0.000114834 -0.000225552 -0.0235882 0.000676414 -0.0354425 -0.0590173 0.0012373 -0.000997875 -0.0251387 0.034473 0.00110204 -0.000355522 0.000407028 0.00165828 0.0177314 -0.00951644 0.0368223
internal_weight=0.729573 0.724012 0.707756 0.706217 0.698739 0.013463 0.00766035 0.0074781 0.685276 0.0162567 0.00584337 0.0104133 0.00330914 0.67612 0.671277 0.0249527 0.646324 0.00988328 0.00766858 0.636441 0.52222 0.0417906 0.0153356 0.48043 0.461641 0.457374 0.444035 0.0822539 0.0338874 0.0483665
internal_count=2900 2892 2768 2631 2584 244 222 47 2340 124 66 58 60 2321 2314 42 2272 249 239 2023 1214 104 45 1110 1075 1058 1024 179 85 94
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=3 9 9 7 7 10 0 3 18 7 7 7 18 7 0 7 7 6 9 3 4 15 18 18 18 2 0 16 2 7
split_gain=0.000535626 0.00148207 0.00170079 0.00112431 0.00254016 0.00293128 0.00205223 0.00433099 0.00175083 0.00161999 0.00318872 0.00155758 0.00325272 0.00293702 0.00346567 0.00400077 0.00253959 0.00207387 0.00190223 0.00185089 0.00375133 0.00689361 0.00379955 0.00374804 0.00308457 0.00488855 0.0022597 0.00220924 0.00523322 0.0046109
threshold=108.3367972827 65.407743180450012 66.290220196950017 20.778835947700006 21.725272673150005 72.953999827850012 86.420486603250012 93.794927255050013 12.752103815600002 21.943165609950004 22.087764922150004 22.227765484150002 12.949570119650001 22.597569836950004 86.780739992750014 22.426784932800004 22.660992635700001 16.495385412050002 194.46727572990002 93.308316333450009 190.00198300580004 40.452545866750008 13.258783262950002 13.086509421050001 13.3584252364 198.05499231840002 85.939252597950016 22.604947139800004 147.22108985190002 23.856905110850004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 -10 -11 -12 18 14 15 -14 -15 -17 -13 27 -21 -22 23 -23 -24 -26 -27 -18 -29 -30
right_child=1 2 -4 4 8 -7 -8 -9 9 10 11 12 13 16 -16 17 19 -19 -20 20 21 22 24 -25 25 26 -28 28 29 -31
leaf_value=0.017590421640455042 -0.10008698306046881 0.061062922349947028 -0.055368130335677272 0.060985299654000825 0.050040008823465466 0.044104472740652545 -0.10009700336649639 -0.081614512954860857 0.047455121585312593 -0.07564939350618044 0.036210780003035563 -0.075422621070294599 -0.042259497030298354 -0.043733695700631937 0.076849863588372022 0.002874063881926596 -0.00080439845144595051 0.071502774012167078 -0.011474440543211882 0.034988202932218555 -0.090129024747993225 0.0078036225222037616 0.058746813985658619 -0.10011431235807698 0.037027019978764605 -0.016476504651204271 -0.10009482269280284 -0.038998864418994084 0.058010473015366708 0.0013954264274696343
leaf_weight=0.03515492689720412 0.0020124530826137873 0.0024517108893178374 0.0025695469470593396 0.0035146336922480537 0.0069963692359635834 0.0036014516746618588 0.0062670999923213353 0.0054056498850491852 0.0070414467270403227 0.0056376118738228334 0.0115922353754776 0.0088791733710232856 0.0098170566313546814 0.013767934703531992 0.010331778815001691 0.0087507494349488013 0.41600965585552618 0.0088628652691724596 0.0097700083657983328 0.012446332260879017 0.012913143276163108 0.0056444927328802574 0.009288178778161793 0.0074869273281055193 0.012314742949822488 0.0080112728790069088 0.0054171733658421326 0.013002051346120425 0.030408560323849088 0.027300385776470648
leaf_count=249 20 8 119 5 25 24 57 58 19 20 31 24 21 29 47 24 1738 18 17 21 38 28 24 33 25 40 20 15 42 61
internal_value=-0.000118118 -0.027579 0.00148123 0.000151785 -0.00074913 -0.0370069 -0.0562412 -0.0254295 0.000280417 -0.000251338 -0.000770015 -0.00011249 -0.000780404 0.000473724 0.0274877 0.00889536 -0.00130344 0.0374068 -0.0419212 -0.000260721 -0.0150495 -0.0252464 -0.00785047 -0.0537262 0.00934592 -0.00847799 -0.050209 0.00197322 0.0183146 0.0312276
internal_weight=0.722668 0.00703371 0.00502126 0.715634 0.680479 0.0187888 0.0151874 0.00892028 0.66169 0.654694 0.647652 0.642015 0.630422 0.611773 0.0377625 0.0274307 0.574011 0.0176136 0.0186492 0.560243 0.0735223 0.0610759 0.0481628 0.0131314 0.0350314 0.0257432 0.0134284 0.486721 0.070711 0.0577089
internal_count=2900 147 127 2753 2504 144 120 63 2360 2335 2316 2296 2265 2224 110 63 2114 42 41 2085 229 208 170 61 109 85 60 1856 118 103
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=4 2 2 2 9 4 17 2 15 2 12 6 13 5 16 19 16 14 0 19 5 13 0 6 7 17 5 8 6 18
split_gain=0.000644984 0.00318223 0.00373528 0.0031429 0.00442735 0.00306115 0.00207296 0.00176423 0.00657199 0.00298643 0.0041117 0.00231816 0.00631747 0.00605004 0.00403603 0.00757646 0.00359804 0.00292778 0.0062531 0.00282739 0.00727394 0.00345536 0.00270973 0.0102952 0.0032281 0.00188158 0.0028065 0.00463067 0.00333079 0.0034022
threshold=227.97173202615002 135.10547220710001 136.84471102895003 145.11127223590003 195.39349636155001 221.58417634125001 189.90635174060003 122.26439358135001 37.965550269150008 120.54857872840002 141.02784573185002 14.835346625500001 107.54907905045002 17.671168838450004 18.764956119400004 12.751028791950002 15.444963882950001 161.53444867420004 93.972365491700018 12.551012654050002 13.922841871800001 98.238948544700023 93.776108048200015 15.185354803400001 23.368583030350006 199.55131508320002 20.361635946650004 8.543332867800002 16.375382608200002 13.228319457400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 7 -7 9 -9 10 11 12 14 -13 15 16 19 -14 -19 20 21 -1 23 -15 25 26 27 -25 -28 -30
right_child=1 2 3 -5 -6 6 -8 8 -10 -11 -12 13 17 22 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.053951031494628023 -0.10006688391711252 0.066122055732240101 0.03066464014575998 -0.0017347537520962511 -0.0906197958482092 -0.0051511618608718977 0.05708606335054655 -0.078115781145177143 0.032717685317159809 0.054881473766311896 -0.072717913511884794 0.084111189053283686 -0.10019943535376924 -0.091911862446158885 0.093272385917954267 -0.078068801124650894 0.055253730291686093 0.05243715711348293 -0.063173519660362026 0.052260946314647408 -0.086891074276041869 0.084442004407383808 0.043462493444876051 0.060953671281990078 0.048746529990422879 -0.041163471363282397 -0.057992360202126572 -0.011175976855003338 0.011576511785557429 -0.048138331158054957
leaf_weight=0.0026164296581874802 0.0033447498265271039 0.0078589129379160738 0.0044876567642120344 0.35284221219964029 0.0091393101102141827 0.0078881218583152224 0.016643346575044404 0.011651505801919537 0.0098922298722783353 0.010465795241543674 0.007470528115391061 0.010076166619228388 0.0078720368567246624 0.01121060448921618 0.0051516282837837926 0.0099034104917867793 0.016613924854546269 0.0066096792579628518 0.01601175298563362 0.0062968623878987265 0.0092699832479965494 0.0058110064064749167 0.016166522506864567 0.020057706336956471 0.016800729915075863 0.0092977122589648076 0.010177324071723087 0.016000868803736523 0.065591515171340403 0.011165110794522093
leaf_count=61 62 13 36 1789 28 38 34 101 16 19 12 11 24 21 10 80 35 9 56 8 51 14 25 29 32 13 38 18 194 23
internal_value=-0.0001224 -0.00295953 -0.00209185 -0.00355469 -0.0506782 0.00305986 0.0370736 0.000387033 -0.0272244 0.00243376 0.000474573 0.00247965 -0.0110871 0.00874553 0.00895517 0.000355741 0.0194817 -0.0476725 -0.0293936 -0.0052873 -0.0257634 0.0414757 0.00444222 0.000507002 0.00745626 0.00221243 0.00549147 0.0289464 -0.00423719 0.00289032
internal_weight=0.714385 0.377673 0.374328 0.366469 0.013627 0.336713 0.0245315 0.312181 0.0215437 0.290637 0.280172 0.272701 0.0861567 0.186544 0.0556632 0.0505116 0.0406082 0.0304935 0.0226214 0.0239943 0.0176974 0.00842744 0.176468 0.160302 0.149091 0.13229 0.122993 0.0360586 0.086934 0.0767566
internal_count=2900 1928 1866 1853 64 972 72 900 117 783 764 752 348 404 259 249 169 89 65 134 126 75 393 368 347 315 302 47 255 217
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=0 9 0 8 12 6 7 17 9 16 0 6 7 18 7 7 17 6 15 12 12 6 3 13 8 18 13 4 12 4
split_gain=0.000611036 0.00165391 0.00376663 0.00301991 0.00234007 0.00377307 0.00290891 0.00226752 0.00214615 0.00186397 0.00132812 0.00143989 0.00129404 0.00205014 0.00180505 0.0016989 0.00139802 0.00182176 0.00168796 0.00127111 0.00266168 0.0011043 0.00311986 0.00375726 0.00194706 0.00139707 0.00396792 0.00178466 0.0020447 0.00249489
threshold=85.716110573100011 186.14781787895004 85.656964494200011 8.3434888241000014 66.834523482800009 22.585527707250005 22.557405306150006 189.15434684240003 199.02473417820002 22.704946905950003 85.807518149550006 16.455384477450004 22.372035319250003 12.949570119650001 22.169188248350004 19.152455927400002 171.14418113535001 15.745367888000002 23.707353846250005 143.81891023950001 142.22287473150004 18.025421161100002 93.620177476600006 117.66037007905001 9.1428649988500013 13.057710350500001 113.96105169155001 141.65724256140001 82.187369520450019 155.77228353875003
decision_type=2 2 2 2 2 2 2 2 2 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 12 -3 6 9 -8 -9 -6 11 -2 13 14 15 16 17 -1 -19 20 -17 22 24 -24 25 26 -12 -27 -29 -30
right_child=10 2 -4 -5 5 -7 7 8 -10 -11 21 -13 -14 -15 -16 19 -18 18 -20 -21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.066235116833373839 -0.0012347633378671679 -0.10013611706500941 -0.10006313336691613 0.099118850057072438 -0.10008382534582128 0.095014294825600143 0.080002404343523209 -0.077231362329310049 0.027847655611702979 -0.021549512645398353 -0.020567610754891486 0.043791283128366519 0.046813614094371521 -0.067519207553949565 0.10003393304016467 -0.10005012412087576 0.066468562080280458 -0.10006866361437113 -0.0011433239395176051 -0.10008776829622608 0.096597378088232516 0.03437752681900668 -0.078137966644173495 0.022559168104105735 -0.056446995354384293 0.060035183585405522 0.057350070096404318 -0.050073248410548533 0.061652984620126687 -0.00047572221973257516
leaf_weight=0.0027314460676278888 0.013764605226043614 0.0026646973640254137 0.0054660665660861687 0.0032197771287769674 0.0044719615139829924 0.0035130502801621324 0.0041495304676413278 0.0030538368369262547 0.0053468267448302242 0.0093220538410605513 0.011544843608419342 0.014673796482384205 0.0045758233299399978 0.0051493213068856949 0.0017474456690251819 0.0014186377503760386 0.0035511464345746322 0.0023389484222433726 0.0065693484921212075 0.0028262435189438939 0.0013369885205065657 0.0091392565282149008 0.010803324952762594 0.0056398086398985461 0.0059261594233248607 0.0049187905970029524 0.015063039223662145 0.008185221549202204 0.0065443306161796491 0.52329721487677239
leaf_count=7 20 5 27 10 42 6 28 22 33 38 28 21 27 62 2 49 25 63 83 47 4 21 48 13 22 6 28 37 12 2064
internal_value=-0.00012589 -0.00875692 -0.0232556 0.00677314 -0.0103463 -0.00233276 -0.0153142 0.019523 -0.010351 -0.04701 0.000881221 0.021998 -0.0024478 -0.0105944 0.0024217 -0.00578964 0.0115458 -0.00521048 -0.027117 -0.0529675 -0.00463971 -0.000117891 -0.000650498 -0.0436 0.000576694 0.00117002 0.0235425 7.3623e-05 -0.000474562 0.00029166
internal_weight=0.702954 0.0734532 0.037988 0.0354651 0.032522 0.0298573 0.0263442 0.0125502 0.00840066 0.013794 0.6295 0.0284384 0.0322453 0.0276695 0.0225202 0.0207728 0.0151909 0.0116397 0.0089083 0.00558187 0.00275563 0.601062 0.591923 0.0164431 0.57548 0.569553 0.0266079 0.542946 0.538027 0.529842
internal_count=2900 580 201 379 174 169 163 83 55 80 2320 41 369 342 280 278 178 153 146 100 53 2279 2258 61 2197 2175 56 2119 2113 2076
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=0 18 18 7 7 7 17 12 6 7 13 10 9 4 9 12 5 5 19 3 15 14 18 18 18 4 8 0 6 6
split_gain=0.000526796 0.00143801 0.00212839 0.00316337 0.00207989 0.001982 0.00223338 0.00144728 0.00313241 0.00191441 0.00204379 0.00162034 0.00136075 0.00123703 0.00291215 0.00121252 0.00112292 0.00133495 0.00115076 0.00109496 0.00109176 0.00103396 0.00125481 0.00158179 0.00168902 0.00119398 0.00130436 0.00251162 0.00214908 0.00404917
threshold=85.716110573100011 13.512826932300003 13.400856420150001 22.726915405250001 22.535351262400003 22.227765484150002 187.59608338195002 58.770113158150004 22.585527707250005 19.617375644250004 121.87856088575002 61.409760615700009 185.90443620030001 206.65670169075003 186.14781787895004 273.64044797740007 29.040033326300005 31.302824910800002 13.351077205700003 93.82450029455002 42.914654887700003 121.52774284315002 12.689322466800002 12.868666868750003 12.903279561150002 143.35918460430003 8.8430989333000021 86.950112854950021 16.625388449550005 16.575387281250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 9 11 13 16 -7 14 20 -3 -9 -18 -19 21 -11 -2 -23 -24 -25 -26 28 -28 29 -27
right_child=19 15 -4 -5 -6 12 -8 8 -10 10 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 22 23 24 25 26 27 -29 -30 -31
leaf_value=-0.072442841005852882 0.07372801462519317 -0.10005674066312997 0.076453317687046662 -0.087904827153649778 0.05425410689045939 -0.0058785033794047483 0.069272628238245246 -0.056185641637824218 0.093993349856509631 -0.025800629733239513 0.068483974548776194 0.0879479768726871 -0.071658549146077319 -0.10008898287235413 -0.10006363646686944 0.0020622734120152139 0.054229134917516131 -0.075885468663276057 0.013316386141156617 0.02761598331804635 0.10001985154007198 -0.051611277233317723 0.041899890230906227 -0.049005631050539407 0.039402786229300546 0.00086535319249662923 -0.077321787171613171 -0.0015967182503153331 0.046290020679538468 -0.070183198741295694
leaf_weight=0.0029821945936421143 0.0019036886806134126 0.0030080689000518126 0.0030986855927076775 0.0046375790687143139 0.005889189083710277 0.0056255866257934883 0.0044720243801936723 0.0029663295517287505 0.0032115799840539685 0.0012395904488918252 0.0014509435568470517 0.0023642406493991066 0.0071312447435773751 0.0041513709497380535 0.002803037927975538 0.001895336683228166 0.0046156189425694549 0.0021531015649294272 0.0044050941709983249 0.014861524396110326 0.0015544784546364099 0.004689898254440549 0.0090106235705391668 0.0070398671402926985 0.0076941896695643655 0.54320908963643533 0.006342425469938461 0.014155981404400109 0.010133138802068231 0.0081417256552924755
leaf_count=6 3 29 15 50 25 19 15 79 6 56 5 9 29 68 35 19 42 36 34 22 3 10 18 12 12 2160 22 38 12 11
internal_value=-0.000120434 -0.00837084 -0.00441693 -0.00848146 -0.00202126 -0.00850355 0.00284935 -0.00591371 0.0005039 -0.0103339 -0.0422456 0.0113204 -0.0426505 -0.0587263 -0.0280476 -0.0605842 -0.00149173 0.0130279 -0.0159692 0.000795862 0.0441995 0.000144916 -8.45657e-05 0.000314385 -0.000313571 0.000267741 -0.000249651 -0.0250269 0.000654905 -0.000183812
internal_weight=0.696837 0.0696553 0.0647519 0.0616532 0.0570156 0.0511264 0.0383696 0.0338976 0.0309154 0.0277038 0.0111994 0.0165044 0.0127568 0.00974848 0.00559711 0.00490341 0.0141401 0.0111738 0.0065582 0.627182 0.00279407 0.612321 0.610417 0.605727 0.596716 0.589677 0.581982 0.0204984 0.561484 0.551351
internal_count=2900 580 532 517 467 442 394 379 373 367 167 200 48 162 94 48 191 112 70 2320 59 2298 2295 2285 2267 2255 2243 60 2183 2171
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=4 12 6 16 13 14 16 0 17 7 4 19 7 16 19 17 7 15 16 19 0 15 5 0 0 7 5 5 7 18
split_gain=0.000518183 0.00278686 0.00253202 0.00305667 0.00594044 0.00246649 0.00301973 0.00266245 0.00200795 0.00200082 0.00191464 0.00172591 0.00161703 0.00350271 0.0029529 0.00519227 0.00714096 0.00473826 0.0038873 0.00694359 0.00678664 0.00787573 0.0051673 0.0091249 0.00573096 0.00475057 0.00366288 0.00436553 0.00340092 0.00517896
threshold=240.32447338110003 172.75554276225003 16.515385879350003 22.399947619200002 117.69263157665002 244.99684607285005 22.654947022900004 88.76213363490001 196.15688609640003 18.446911739150003 284.07317522340003 14.651182102100002 25.334697901700004 15.054964794950001 12.751028791950002 183.58889821140002 23.724432465350002 27.008040895250005 19.214955067100004 13.751109481500002 94.047642319350018 29.198705243000003 17.708776378750006 90.837623311600012 90.259604813550013 23.302979953550004 13.809011005350003 17.886193876600004 22.913946662950003 13.340835220050002
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 7 11 -2 -6 -4 -8 -7 13 -1 15 16 -15 26 20 -20 -19 -22 -21 24 25 28 -16 -28 29 -24
right_child=2 -3 3 4 8 6 10 -9 -10 -11 -12 -13 -14 14 17 -17 -18 18 19 22 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.056813471834477186 0.0060839014016511673 0.061620556702899024 -0.062004035316180595 -0.084446226291684481 -0.028766949501401424 -0.0020444828536331601 0.090955265687319625 -0.073680775672078924 0.053775435790757525 0.042323183167958016 0.021240578698267246 0.042588398304790241 0.030464334893688008 0.067845939872269681 0.022577961318394409 0.076831162799287894 -0.057336626501339187 0.074103517402868677 -0.06807112103206038 0.068758828119312693 0.035903516962806602 -0.081229134473951303 0.005541088128191974 -0.070386529033421449 0.067732370961721175 -0.04990146716483243 -0.10015903894969731 0.013857597438668646 0.036888395022168396 -0.059630116864603601
leaf_weight=0.0106421971250652 0.0077518894171362254 0.0078066046166611605 0.0023741609509262069 0.015918032863700582 0.0064385572494103371 0.24955125350795743 0.0053338298921019591 0.0090936268433381429 0.005434812269129452 0.0081443730226803748 0.01506961033993548 0.0089753928443769837 0.017925822155092419 0.0079168025534639419 0.0058749974825165188 0.013721535676893382 0.010737206156136381 0.019070791734119297 0.01543075670044658 0.010815102394190035 0.016475506225106074 0.0088097411432670469 0.10547800623756842 0.017859235381365579 0.013302083843882428 0.017410573715096689 0.012313166523986396 0.0046174684324764561 0.027726376338307546 0.013787432137178257
leaf_count=123 18 13 39 59 30 1451 21 36 15 58 56 13 165 68 44 24 23 59 36 10 24 50 213 31 19 21 45 79 39 18
internal_value=-0.000117189 0.00252769 -0.00294919 -0.0271389 -0.0445165 0.000183949 0.0024281 -0.036975 0.00901528 0.0187753 0.0394653 -0.000494942 0.00120932 -0.000370306 0.00149895 0.0301378 -0.00420887 -0.00170967 0.00203856 -0.00336567 0.0290633 -0.00490717 0.0014723 -0.0022488 0.00459902 -0.000509207 -0.0454555 -0.0690634 0.0053411 -0.00199289
internal_weight=0.691807 0.357721 0.334086 0.0383099 0.0277914 0.295776 0.27893 0.0168455 0.0118734 0.0105185 0.0204034 0.258527 0.349915 0.331989 0.321347 0.0323755 0.018654 0.288971 0.266166 0.22181 0.044356 0.0252852 0.206379 0.195564 0.177704 0.164402 0.0228056 0.0169306 0.146992 0.119265
internal_count=2900 1104 1796 201 104 1595 1541 54 45 97 77 1464 1091 926 803 115 91 688 520 387 133 74 351 341 310 291 168 124 270 231
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=9 9 17 10 5 0 7 7 18 6 0 19 10 19 15 0 6 10 19 8 9 19 9 17 10 9 7 2 18 12
split_gain=0.000522626 0.00348851 0.0023977 0.00284661 0.0065248 0.00439871 0.00482829 0.00325783 0.00314663 0.00328608 0.00438606 0.00256064 0.00302502 0.00250777 0.00234417 0.00271566 0.0026163 0.00215576 0.00553473 0.00202626 0.00181542 0.00307533 0.0021949 0.0017649 0.00166961 0.00141631 0.00490995 0.00472043 0.00393414 0.00211396
threshold=204.17620834730005 204.88165762580005 191.55545126530004 66.697957758300021 18.895511665650005 88.232507383150008 25.113507579400004 24.701534972700003 14.845822509550002 14.275333540900002 97.835679825150024 14.351157895250003 80.468240302450013 14.551174033150001 18.511678081400003 98.031937268650012 13.705320222600003 70.96454081135002 13.251069136700002 8.1436447804000007 203.09362050815002 13.151061067750001 202.89977928865002 184.84480138465003 62.020040611300011 201.2906445504 24.605072964550004 144.32995034690001 15.830953678100002 88.918697887850016
decision_type=2 2 2 2 2 2 2 2 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 11 5 7 13 -7 -5 -9 10 -10 12 17 24 -12 -16 19 18 -3 -17 22 -22 25 -14 -4 29 27 -27 -28 -1
right_child=1 2 3 4 -6 6 -8 8 9 -11 14 -13 23 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.025500234470196059 -0.064310076772709793 0.031097869779690271 0.0030554044529953707 -0.10006680569949161 -0.078946935233680696 0.078261640320281003 -0.013082675704242673 0.084210511175015337 0.072883522427593966 -0.061943778664848015 -0.10004874112202117 0.023982664419940607 -0.016940425708286307 0.031843220256647514 -0.092279915476013413 0.022382275460474707 0.097830317692962743 -0.095118591864819024 -0.10012101423627207 -0.062197426299546436 0.081382552658501611 0.00019677260326601286 -0.056028885885361729 0.092970075435357374 -0.070857014191283818 0.077135264469923151 -0.068234958127172105 0.0074475026059282719 0.03340411338657525 0.0010037446969111839
leaf_weight=0.032465354813844383 0.0093952832735339498 0.0068575511156474533 0.0053815890250987763 0.0026620954418774536 0.010772689793238255 0.019053702146266005 0.0083106777299235546 0.0055554612226842428 0.0097056555973900061 0.006365162621335684 0.0024415358375087228 0.0086637835790810414 0.0040955463146317142 0.0083766141248702297 0.0025699510276808715 0.010309115227734367 0.0033124216826081456 0.0085643768620506933 0.0060506074480599636 0.00390550863602357 0.0075298938589778422 0.012267128059916033 0.0068462588003512783 0.0022711425709758259 0.0070728582766719228 0.015771146852614493 0.010290922951156745 0.025333682984449268 0.0060454866489194617 0.41193773990631888
leaf_count=100 33 27 26 13 83 46 29 7 29 39 84 36 47 25 6 82 9 57 17 42 21 34 11 9 24 22 29 33 26 1854
internal_value=-0.00011861 -0.0052925 -0.00139584 0.00622897 -0.00877564 0.0241614 0.05052 0.00736751 0.0138433 0.00371819 0.0166802 -0.0234945 -0.0382698 -0.0104642 -0.00752238 0.00371843 0.0177945 -0.0562192 -0.03041 -0.00085624 0.00136647 0.0310762 0.000210237 0.0222671 -0.0389193 0.000977462 0.015754 0.0341854 -0.0306222 -0.000932473
internal_weight=0.680181 0.151693 0.142298 0.105795 0.0575996 0.0481954 0.0273644 0.0468269 0.0441648 0.0386094 0.0322442 0.036503 0.0278392 0.0208311 0.0225385 0.020097 0.017527 0.0214725 0.0129082 0.0142146 0.528488 0.019797 0.508691 0.00636669 0.0124544 0.501844 0.0574412 0.0411048 0.0163364 0.444403
internal_count=2900 770 737 544 394 150 75 311 298 291 252 193 157 75 223 139 133 101 44 124 2130 55 2075 56 50 2064 110 55 55 1954
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=9 5 0 7 18 18 6 6 7 15 17 17 18 16 16 16 15 4 17 18 17 9 7 7 17 9 12 17 7 7
split_gain=0.000525225 0.00120378 0.00321068 0.00200165 0.00264612 0.00215758 0.00239038 0.00361089 0.00214946 0.00164797 0.0028947 0.00273245 0.00253705 0.00208058 0.00173479 0.00167118 0.00133576 0.00127309 0.00122755 0.00150574 0.00110478 0.00126704 0.00106242 0.00422976 0.0028175 0.0113513 0.00531204 0.00431797 0.00476881 0.00278952
threshold=207.37918994975004 30.133297129900004 85.839779647100016 22.913946662950003 13.740383930250003 13.954623666350001 16.355382140900002 15.925372093750001 25.256598800350002 23.304416445750004 204.13511856875002 209.52161856205001 17.140917755100002 9.2749783111000017 9.6249774926000011 13.804967718000002 19.215947067900004 294.26523424930002 215.30533467345003 17.552559642400002 194.42005702145002 210.21807925850001 23.124786352450005 23.147601011700004 191.06791329340004 195.29234479735001 172.01106897260004 190.58288855405002 23.102607264700001 23.195026784100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 -4 -5 -6 7 8 20 12 17 -12 16 -14 -15 -16 -10 -11 -13 -20 -7 -22 24 -24 27 26 -26 28 -1 -25
right_child=1 -3 3 4 5 6 -8 -9 9 10 11 18 13 14 15 -17 -18 -19 19 -21 21 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.00055619731987340763 -0.100064282739771 0.040085057900254795 0.053862521063959584 -0.090212556306596955 0.059732189460185894 -0.10006725353116822 -0.073126564162710933 0.053737133589106451 -0.020478248294911669 0.067764721788540039 -0.10007895888433216 0.060221801966591319 -0.10007502531893825 0.099570257273532456 -0.10004349059139067 0.036501199700318253 -0.098471622031676947 -0.0034151514859512601 -0.048606359430239165 0.041206795249458417 0.010014472632853672 -0.058840258191809873 0.081315044292703656 -0.049518177956560779 0.035747064644282338 -0.095284754118765871 -0.038963626151257071 0.058076848407079232 -0.10025945696129485 0.0045779655888132991
leaf_weight=0.16285433289334467 0.0037636990388723026 0.0051446379075059659 0.0052941495359846149 0.0038774685457667593 0.0047506625767255164 0.0031076673837819877 0.0055134957617610772 0.0091558264603008865 0.0039375577757994051 0.0089996988733673788 0.0031630826420467892 0.0029778588953348626 0.0013612674648957324 0.0026067526778206229 0.0012713186326784864 0.003038979357000926 0.0049644865891877998 0.0034860226942058379 0.0049921301218880387 0.0029815663735917042 0.0042998839617496287 0.00706152350994671 0.0070391007884609271 0.009821894297090239 0.023070884760727495 0.015871210398412439 0.01619917913838459 0.012723460274969511 0.0048311468726467402 0.32327157728666367
leaf_count=789 54 13 13 13 13 24 23 32 29 34 25 21 43 9 50 25 41 43 39 19 22 31 12 23 47 34 76 20 7 1276
internal_value=-0.000111686 -0.00696963 -0.00964144 -0.00572252 -0.00959086 -0.00556602 -0.00982019 -0.00464199 -0.0138181 -0.00277491 0.0128172 -0.0182091 -0.0269162 0.0129332 0.0351731 -0.00377254 -0.0639735 0.0478912 0.005437 -0.015023 -0.0472329 -0.0327812 0.00102895 0.00460394 -0.00413329 -0.0239158 0.00492838 0.00191315 -0.00234838 0.00298284
internal_weight=0.671433 0.0957497 0.0906051 0.0868414 0.0815473 0.0776698 0.0729191 0.0674056 0.0582498 0.0437807 0.0266004 0.0141146 0.0171804 0.00827832 0.00691705 0.0043103 0.00890204 0.0124857 0.0109516 0.0079737 0.0144691 0.0113614 0.575683 0.340133 0.23555 0.0551413 0.0392701 0.180409 0.167685 0.333093
internal_count=2900 616 603 549 536 523 510 487 455 378 181 104 197 127 84 75 70 77 79 58 77 53 2284 1311 973 157 123 816 796 1299
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=15 13 7 14 16 15 12 18 18 14 7 2 4 2 14 5 7 16 19 19 12 19 15 18 16 12 6 19 19 7
split_gain=0.000532674 0.00214661 0.00225899 0.00071006 0.00162523 0.0015402 0.00145456 0.00162881 0.0018188 0.00208096 0.00127001 0.000982922 0.00172885 0.00115647 0.00266781 0.00271161 0.00314227 0.000944822 0.00187167 0.00266763 0.00143298 0.00143148 0.00130035 0.0053587 0.00165791 0.00437307 0.001635 0.002699 0.00269181 0.00225655
threshold=46.574831689400007 117.61735474900001 23.539316666200005 462.66931228825007 22.514947350300002 15.735822416950002 327.98456567570003 13.919698996450002 17.484317143600006 405.16643434295003 25.000065600400003 297.58713971970008 398.10712430820007 270.91232589630005 374.37301727345005 23.442459712300003 29.145624000550004 12.024971880400001 10.650859343850001 10.350835137000002 255.91119495340004 10.550851274900003 17.382777826050003 16.255760498500003 13.734967881700001 281.66997808940005 6.3851491880000006 12.651020723000002 11.850956171350001 22.689595575850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 5 -5 11 -8 9 -9 -11 13 -13 17 -15 16 -16 18 19 20 -1 -21 23 -19 25 -24 27 -26 -28 -29
right_child=1 2 -4 4 -6 -7 7 8 -10 10 -12 12 -14 14 15 -17 -18 22 -20 21 -22 -23 24 -25 26 -27 28 29 -30 -31
leaf_value=-0.10004425629502063 -0.078362221754032624 -0.057456984716390436 0.046142961705859194 0.039352865336022877 0.10001913392472239 -0.10002410351693398 -0.087760981828197901 -0.067272677707377632 -0.10002400137925699 0.063436237098174544 -0.014735610050005005 0.08613640975807195 -0.0051965416671962078 -0.098064972216974522 -0.069782729476489197 0.082648303321121344 0.074439421036722006 0.056895593638206149 -0.076923188148933008 0.078631119572758937 0.033814130911400654 -0.030878044173932889 -0.10005344009409252 -0.064566654541790364 -0.10005243084779672 0.083918296277045279 0.046584452859269501 0.042501383892924342 0.00091676028283903884 -0.10004064246429159
leaf_weight=0.0028352375395927776 0.004269033065272044 0.0033460475064648332 0.00567341750866035 0.0023517548205833618 0.0023188546037999913 0.0011961055935225673 0.0036740508493102722 0.0031047833317643389 0.0020274398998587637 0.0046535457565397564 0.0037555207944635072 0.0036786548700149524 0.0047469345965254206 0.0039213052326481099 0.0057501522788119264 0.002812077960697934 0.0020490396791004173 0.014726204861290171 0.0046062635256647064 0.0038867976794855763 0.0011139542544427172 0.0017227380762037114 0.004707165893614639 0.0048214903213192875 0.0041825908589245842 0.0017809015698730946 0.013222364535696585 0.0042715175271403893 0.54117792738120007 0.0015008237125400115
leaf_count=174 76 38 18 43 6 32 40 13 46 39 56 13 50 26 70 5 31 57 169 39 33 27 105 38 51 4 41 30 1480 50
internal_value=-0.000121851 -0.0199418 0.00770938 0.000282973 0.0349154 -0.0076359 -3.21648e-05 -0.028709 -0.0126868 0.0026921 0.0285244 0.00075456 0.0346799 0.000292847 -0.0275836 -0.00153785 -0.031892 0.000962954 -0.0245593 0.000674424 -0.0622866 0.0449999 0.0015753 0.0269366 0.000706836 -0.0495553 0.00128467 -0.0388829 0.00200593 0.00544009
internal_weight=0.663885 0.0132885 0.00901947 0.650596 0.00586672 0.00354786 0.644729 0.0172153 0.0135413 0.0115138 0.00840907 0.627514 0.00842559 0.619089 0.0145326 0.0106113 0.00779919 0.604556 0.014165 0.00955873 0.00394919 0.00560954 0.590391 0.0195477 0.570843 0.00648807 0.564355 0.00995493 0.5544 0.00577234
internal_count=2900 132 56 2768 81 75 2687 194 154 108 95 2493 63 2430 132 106 101 2298 442 273 207 66 1856 95 1761 109 1652 131 1521 80
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=0 18 18 7 7 7 17 9 12 6 9 10 13 18 18 18 18 19 15 18 0 7 9 5 5 0 17 5 15 5
split_gain=0.000517791 0.00138024 0.0018277 0.00278487 0.00183491 0.00165681 0.00194887 0.00116365 0.00114717 0.00261012 0.00166624 0.00104443 0.00103071 0.000990085 0.00109929 0.00340049 0.000979213 0.00460132 0.00255616 0.00187642 0.00186349 0.00161338 0.00429121 0.00262262 0.00532365 0.00451868 0.0044245 0.00379077 0.0032962 0.00322456
threshold=85.716110573100011 13.512826932300003 13.400856420150001 22.726915405250001 22.535351262400003 22.227765484150002 188.73286619890004 185.90443620030001 58.770113158150004 22.585527707250005 184.56123852025004 61.907125369850007 121.79253022555001 12.777826849750001 12.933745112000002 13.030213775350001 13.197799034350002 14.351157895250003 39.283112803100003 13.278511569200001 86.345209775600011 23.195026784100005 195.39349636155001 21.850554661550003 21.564786815050002 86.458125017100016 195.44378352670003 21.269675393700002 38.469938489650012 22.504913082700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -7 -1 10 -10 -3 -12 -2 -15 -16 17 -17 -19 20 -18 22 -21 24 25 -23 -25 28 -27 -28
right_child=13 11 -4 -5 -6 7 -8 -9 9 -11 12 -13 -14 14 15 16 19 18 -20 21 -22 23 -24 26 -26 27 29 -29 -30 -31
leaf_value=-0.066732699122938555 0.03133106890414207 7.0148499079476825e-06 0.075332151536880998 -0.086545225222790456 0.051286329574030447 -0.0064877696674109702 0.083927310828374235 -0.068114908852167019 0.0038974765762501483 0.092959765826658824 -0.10005722676774749 -0.10005195025209766 -0.01165702394193071 -0.022816069248943003 0.054461667490404854 -0.054546721765457586 -0.0014144490667136855 0.046423969424532044 -0.015633704101060311 -0.00011209909256981799 0.050513531952410151 -0.10009331890490239 -0.051025251898240913 0.0503138643827769 -0.075790062015712797 0.0018587474402382087 0.047587010082344589 0.071118892932729577 -0.083803442261802183 -0.016234625644199443
leaf_weight=0.0027085286419605828 0.010438916535179033 0.0016729453091670612 0.0027283957625685298 0.0042292034281514726 0.0057174887246205222 0.0056046139552066165 0.0027041085898282793 0.0067587944653115239 0.021952324377937177 0.0028110445491620331 0.0028120313201149818 0.0027712812978380463 0.0024840981338911661 0.019938469829689609 0.011684144700652155 0.017313705387471678 0.012877594511280677 0.011797757069871295 0.015174516999952203 0.069496944953957751 0.014914613217143824 0.0043674220023603985 0.021731149488669388 0.028590137941375104 0.0093268868852280917 0.29056239978124976 0.010501373682249238 0.0078100282347435259 0.0045624883179122824 0.032162283734660457
leaf_count=6 19 11 15 50 25 19 11 29 321 6 39 37 11 38 31 38 24 18 27 299 22 11 34 45 18 1529 32 19 23 93
internal_value=-0.000121854 -0.00859822 -0.00464771 -0.00842425 -0.00225486 -0.00865431 0.00233289 -0.0401779 -0.00440051 0.00121597 -0.00824864 -0.0623866 -0.058594 0.000806221 0.000259481 0.00107688 -5.47759e-05 -0.0143147 0.0115105 0.00119105 0.0264526 -0.000274312 -0.01224 0.00253995 -0.00136079 0.000898206 0.0198736 0.0023542 0.000534451 -0.000525357
internal_weight=0.658206 0.0649549 0.0605106 0.0577822 0.053553 0.0478355 0.0354721 0.0123634 0.032768 0.0300595 0.0272485 0.00444423 0.00529613 0.593251 0.582812 0.562873 0.551189 0.044286 0.0269723 0.506903 0.0277922 0.479111 0.0912281 0.387883 0.316629 0.307302 0.0712538 0.302935 0.295125 0.0426637
internal_count=2900 580 532 517 467 442 394 48 383 377 371 48 50 2320 2301 2263 2232 83 45 2149 46 2103 333 1770 1600 1582 170 1571 1552 125
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=6 6 10 10 19 0 12 12 2 13 16 3 17 19 18 16 2 7 19 10 2 10 18 7 6 17 13 18 3 19
split_gain=0.000520774 0.00383032 0.00223887 0.00260591 0.00239184 0.00451765 0.00422345 0.00386249 0.00336204 0.00256556 0.00304909 0.00237735 0.00176532 0.00166011 0.00322996 0.0028612 0.00221621 0.00221233 0.00385938 0.00247947 0.00166937 0.00181845 0.00159306 0.00155881 0.00197485 0.00154829 0.00260452 0.00148513 0.00114437 0.00193578
threshold=13.665319288000001 13.775321858200002 78.220689305400015 78.433077497700012 12.651020723000002 95.897301513100004 212.36614019295004 219.23896387120001 173.78410684300005 99.962250206350021 18.844955932300003 79.640195198250012 207.79550897605 11.950964240300001 17.166139419800004 14.184966829400002 229.52120806975003 24.575790737200006 10.550851274900003 90.740838818900016 219.74617996645003 81.524804347700012 17.798072163300002 26.302865891850004 8.0101871567500016 180.19381692845005 98.362617618700014 18.645258535250004 81.70761950055001 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 4 -4 5 7 8 -1 9 -6 11 -11 -8 15 16 17 -15 20 19 25 21 -5 -20 -16 -25 26 -19 -26 -3 -30
right_child=1 28 3 13 6 -7 12 -9 -10 10 -12 -13 -14 14 23 -17 -18 18 22 -21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.10002423935894994 0.054904584430102259 -0.04494771779781611 0.061984054537012584 0.054895661126125386 0.064407853226680314 -0.10004982455409935 -0.10005899556178113 0.042277344722453612 0.078830919931461518 0.0342837513874251 0.019057372241582608 -0.10005546907674134 -0.01424482221354764 -0.10004142820460296 0.088477586280246684 0.054448009016457147 0.041208202977403824 -0.10003488611700205 -0.084345510358191295 -0.10001604970110355 0.059315637391489109 -0.10005745857075901 0.011971184258688773 -0.10002039419769203 -0.027286740292576345 0.056843439327880697 0.080623470919955864 0.080748574538872728 0.023406110677649777 -0.0012597685287737521
leaf_weight=0.0027292542391474939 0.012975725016076467 0.0056291119913396406 0.0074104554308149764 0.0014038051712077504 0.0041538056349281751 0.0091981849651432412 0.005453155527166631 0.0063344683318158346 0.0062485275930157505 0.0017018400860706615 0.0079611675064370502 0.0058301142416290475 0.0042776541574873761 0.0063426433937650009 0.0020950006776843111 0.010668922277091042 0.001346644786178075 0.0019216642123693894 0.0087678631517977834 0.0016171919472299798 0.0073507309006117794 0.0016446600378934306 0.0021354769478278976 0.0018019057448626086 0.0028085965554893733 0.0077835687472429527 0.0013647714367834851 0.002326384001776205 0.034095957738287219 0.47608556055188056
leaf_count=61 34 32 35 9 14 112 50 42 19 13 17 73 31 93 7 34 23 63 124 218 25 34 90 49 36 48 2 12 170 1330
internal_value=-0.000118026 0.00124381 -0.00598799 0.00596878 -0.0212513 -0.0506773 -0.00616756 -0.00057229 0.0149387 -0.00538164 -0.0240927 -0.0697016 -0.0623352 -0.000794006 -0.0276707 0.00926921 -0.075304 -0.00491182 -0.0218506 0.0156456 0.0335137 -0.0287022 -0.0654814 0.0128819 -0.00994864 0.0325424 -0.0250122 0.0216583 -0.000106085 0.000388678
internal_weight=0.651465 0.528786 0.122678 0.0687903 0.0538882 0.0182619 0.0356263 0.00906372 0.0258955 0.0196469 0.0154931 0.00753195 0.00973081 0.0613798 0.0167212 0.0446587 0.00768929 0.0339897 0.0235905 0.0126872 0.0103992 0.00304847 0.0109033 0.00903189 0.00693689 0.01107 0.00328644 0.00513498 0.515811 0.510182
internal_count=2900 1566 1334 902 432 215 217 103 136 117 103 86 81 867 220 647 116 613 545 331 68 43 214 104 97 113 65 48 1532 1500
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=16 13 13 13 9 7 14 19 18 16 15 7 5 13 19 7 0 6 15 6 3 5 8 13 16 13 0 16 17 16
split_gain=0.000507849 0.00213881 0.00371587 0.00301382 0.00337127 0.00406929 0.00513116 0.00237715 0.00569008 0.00439308 0.00370625 0.0022999 0.00212774 0.00201607 0.0032097 0.00246608 0.0029355 0.00198334 0.00340458 0.00232872 0.00216571 0.00302044 0.00211728 0.00285862 0.00880628 0.00346229 0.00764435 0.00515027 0.003632 0.00280545
threshold=22.624947093000003 117.38883580790001 117.34850893595002 117.47217800995001 197.33595066125002 23.699538637550003 301.55780314425004 14.451165964200003 13.3584252364 22.604947139800004 36.636904827250007 22.726915405250001 20.361635946650004 115.25151159420001 14.551174033150001 24.225158517200004 86.692020874450009 16.435384010100005 34.279674133750014 16.180378051950004 90.988176966900014 21.746930049350002 8.6432548896500023 113.85351336640001 19.974953289850003 109.57886493895002 93.442739239950015 19.214955067100004 194.76181357870004 18.684956306450005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -6 -7 8 9 10 -5 -9 -2 14 17 16 -15 19 20 22 -19 -22 23 24 25 27 28 29 -27 -1
right_child=12 3 -4 4 5 6 -8 11 -10 -11 -12 -13 -14 15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0039521287324085358 0.051561188125089558 -0.04398040521975001 0.099865252786148564 -0.027971342128154893 -0.061798265629304822 0.057649286914762801 -0.049929198316560675 -0.0036604784547067263 -0.076787557574297283 -0.053316874039559772 0.072666348178442308 0.061856419801825741 0.0018924330183996774 0.00058485851743966051 -0.081234866586889887 -0.02144193144054166 0.061337764027442412 -0.10012133056045525 0.098371150882149372 0.035813999657618729 0.08915806003979794 -0.064965051067725682 -0.056027491191544133 0.032816615749083955 -0.065600614575697089 -0.037905133510051481 0.082383563727017259 -0.073825215705886668 0.03045008316815519 0.030882346201332039
leaf_weight=0.18453170944324099 0.009321352945335093 0.025294790114493565 0.003838498319964855 0.0051433466641292993 0.018314187806739213 0.0091274193564458983 0.0086217375003485586 0.0089095425390084415 0.0085307667010105781 0.0063349845922440187 0.012683750913538461 0.013441304165035195 0.11542656224405856 0.014018570869502756 0.0049718150723947465 0.010146325762434572 0.018382440866844263 0.005845027764118868 0.0015988978561836129 0.018339853184215826 0.0019076814127751973 0.0038132647200142672 0.0068006123391342035 0.024992282693574452 0.020505145320157681 0.01485284163149192 0.016300659960506891 0.0097782453441368489 0.016308077058056369 0.02643137812316354
leaf_count=1585 20 35 7 67 40 10 32 17 19 20 24 26 342 94 13 23 19 16 7 40 4 140 35 32 48 29 22 35 12 87
internal_value=-0.000126025 -0.00150122 0.00194477 -0.0134425 -0.00496402 -0.0287292 0.00539253 0.0106064 -0.00657645 0.0182126 0.0436311 0.0357399 0.00560376 0.00100399 -0.00144844 0.0215802 0.0350525 -0.000321522 -0.038403 0.00115804 -0.0573108 -0.0135718 -0.000825054 0.000371662 -0.00243697 0.00239214 0.0268952 -0.00287627 -0.00213141 0.000412252
internal_weight=0.644513 0.519765 0.403363 0.116402 0.091107 0.0360633 0.0177492 0.0550437 0.0326928 0.0241621 0.0178271 0.0223508 0.124748 0.399525 0.356977 0.0425473 0.032401 0.352006 0.0131649 0.338841 0.011566 0.00572095 0.320501 0.3137 0.288708 0.268203 0.0474616 0.220741 0.0311609 0.210963
internal_count=2900 2538 2248 290 255 82 42 173 130 111 91 43 362 2241 2105 136 113 2092 167 1925 160 144 1885 1850 1818 1770 63 1707 41 1672
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=7 13 13 17 7 16 19 5 0 7 18 3 2 12 7 18 15 9 9 13 5 7 2 15 16 9 18 15 18 19
split_gain=0.000469397 0.001671 0.00222476 0.00147711 0.0013951 0.00211997 0.00439586 0.00364046 0.00283214 0.00208312 0.00267487 0.00306812 0.00263519 0.00450702 0.00221408 0.00246445 0.00185081 0.00315134 0.00242835 0.00279799 0.00326992 0.00180489 0.00300216 0.00293521 0.00528997 0.0042331 0.00194892 0.00352967 0.00320433 0.00300737
threshold=26.752366550650006 81.98184222990001 92.284013785800013 242.64190980425005 25.396105459650006 18.764956119400004 12.951044929850001 19.500380888400006 93.867515624600017 24.891451065550005 14.732667293750003 79.47351079420001 208.90944126775003 148.24135922650004 24.785467646950003 15.064837217800003 20.609775022200004 203.31429194770001 205.88909726980003 98.238948544700023 5.2595069053500012 24.390191290350007 97.066378971950016 29.593577021650002 15.504963742650002 204.17620834730005 14.322090334300002 33.202295547750005 13.954623666350001 12.751028791950002
decision_type=2 2 2 2 2 2 2 2 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 9 6 16 -7 -8 14 -11 -12 13 -13 21 -16 18 -18 19 20 -6 26 -23 24 -24 -25 28 29 -1 -28
right_child=1 2 3 -5 5 7 8 -9 -10 10 11 12 -14 -15 15 -17 17 -19 -20 -21 -22 22 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0023272996799493461 0.030084457959167601 -0.10003807363614298 -0.027516253393998311 0.047338294129286224 0.069908750028143424 0.094983403167781116 0.055031892995388604 -0.004656140495003314 -0.1000392287765493 -0.062702766893932657 -0.10004578849904854 0.026801868966599664 0.067161423551374597 -0.071245733087023255 -0.0041792263618401328 0.073180500327172507 -0.10006501287234876 0.015504281572411769 -0.010251938613711402 0.092609162009526402 -0.065918890505683572 -0.078207808332487819 -0.063427491637285172 -0.093508336327474115 0.051581349141242822 0.025290539048336766 0.023708808950526895 0.061375478113853993 -0.023739466112011227 -0.034121539905436447
leaf_weight=0.34498193063839222 0.0066691714444300212 0.0035070175218487867 0.012870869333632129 0.0033151973833867024 0.0039733846923564733 0.007767033677737345 0.0014876932036713688 0.0069461665011658624 0.0056530612900083654 0.011949712147746538 0.0031030994658800539 0.011957594585283005 0.0054110860181282297 0.0077119927291136028 0.0078087783750788722 0.0087128516966004099 0.003140020428912039 0.0094913940882861425 0.0082936269751545666 0.0092151093322172528 0.0031996626608890022 0.0074789406350959089 0.0057196235979617418 0.0074165626841331544 0.013297292689031792 0.005036089901352625 0.025843474469850136 0.014412578111091534 0.05462611497022607 0.013791070742621869
leaf_count=1125 214 182 145 20 29 18 3 28 88 35 65 39 27 32 24 20 25 58 48 21 56 33 42 31 31 28 146 26 153 108
internal_value=-0.000114896 -0.0131787 -0.02783 -0.0121847 0.000451139 0.0150409 0.00415098 0.0479431 -0.067732 -0.00112049 -0.023055 -0.0062446 0.00536092 -0.0116403 0.000608566 0.0366172 0.0179075 -0.0132249 0.0338401 0.0561539 0.00932047 -0.000599143 -0.0212574 -0.00772283 0.0169907 -0.0454638 0.00117447 0.0189968 -0.00123601 0.0035864
internal_weight=0.634788 0.0263623 0.0196931 0.0161861 0.608426 0.0591672 0.044454 0.0147132 0.00714075 0.549259 0.0401335 0.0281838 0.0250807 0.0196696 0.509125 0.0165216 0.0373132 0.0126314 0.0246818 0.0163882 0.00717305 0.492604 0.0389485 0.0314696 0.0190169 0.0124527 0.453655 0.0540471 0.399608 0.0396345
internal_count=2900 561 347 165 2339 374 328 46 91 1965 198 163 98 71 1767 44 237 83 154 106 85 1723 165 132 73 59 1558 280 1278 254
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=5 10 18 17 13 17 6 13 18 15 5 13 7 13 6 8 13 10 6 3 5 10 10 0 15 5 5 10 0 10
split_gain=0.000476344 0.00173131 0.00251635 0.00305951 0.00268121 0.00163004 0.00152523 0.00131955 0.00264394 0.00325694 0.00126835 0.00156639 0.00431743 0.00237393 0.00121822 0.00339625 0.00121618 0.000929799 0.00082015 0.0011522 0.00251775 0.00267088 0.00314745 0.00230494 0.00264218 0.00209046 0.00449782 0.0019407 0.00167332 0.00160089
threshold=11.848158554650002 82.204984254750016 15.042884401850001 194.76181357870004 105.64833915220002 180.19381692845005 1.8100422913500003 85.737618238150006 16.203680688850003 20.044580420600003 13.175707186950001 98.362617618700014 24.142338514450003 100.98924121215002 10.715250360100002 2.0484014478500003 98.741690215100007 93.985807782350022 11.260263094250002 79.47351079420001 15.941372635650001 75.922057603850007 75.465019721650009 97.152811460000024 25.918792046100005 16.579584939650001 16.892865140250006 78.220689305400015 102.11570516885001 78.677727187550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 17 -9 -10 11 12 -2 -13 15 -12 -17 -8 -16 27 -21 22 23 25 -25 -22 -27 -20 29 -29
right_child=10 5 -4 -5 -6 6 7 8 9 -11 14 13 -14 -15 18 16 -18 -19 19 20 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.10005200376067572 0.10002149909228009 -0.10001906470917546 -0.092970364078752837 0.056615440241537897 0.04940784602454084 -0.10002283790107441 0.068159809961542084 0.065087563721023603 -0.089273670003949868 0.045171545500487673 0.046322848908689561 0.082694614192640431 -0.1000351427018451 -0.0043015480943965996 0.033832471802477761 0.0031955956414880318 -0.085978073167857938 -0.019279642591180549 -0.10004601080997116 0.035512482336596797 0.051268090734940722 -0.06293374251678889 0.05482652246870761 -0.093282466715577328 0.0024459086719897231 -0.084998018480509197 0.00047471765029007086 0.067009693079009836 -0.07677302532784866 -0.01818811908963941
leaf_weight=0.0040072336420275967 0.0017526660521980366 0.0013380194586789509 0.0052569385573519875 0.0042649750332088843 0.0017135228990809992 0.0011117331345502626 0.0064601470684699791 0.0039395737906033901 0.0045484059012714795 0.0029839467123622399 0.0039235456970344593 0.0072706668137527686 0.0028055008700960116 0.0055165938223353805 0.0072713434661011425 0.0019788989955031866 0.0067333511313769634 0.0014981360805741417 0.0029271636387875324 0.020127467647324093 0.0078870750528494682 0.0067704173466145426 0.01036741904789551 0.0057196180789844675 0.0058141067799937218 0.0062377389654102436 0.47376347271542696 0.0032595504765140504 0.0029054090526869922 0.0068201850790481355
leaf_count=98 3 139 101 21 4 96 54 20 117 37 8 32 44 20 30 29 48 90 36 81 11 42 22 24 22 19 1546 12 40 54
internal_value=-0.000110593 -0.0110978 -0.0369716 -0.00749137 -0.0552847 0.00692719 0.0138932 0.0204111 -0.00129413 -0.0360131 0.000580893 0.0272216 -0.0231111 0.0451633 -0.00022625 -0.0309317 -0.0657232 0.0516995 0.000466745 2.77047e-05 0.000813961 -0.000538048 0.000290618 -0.000841484 -0.0450262 0.000203046 -0.000636022 -0.026491 -0.00990993 0.00936286
internal_weight=0.626975 0.0371226 0.0152427 0.00998573 0.00572076 0.02188 0.0205419 0.0194302 0.0114719 0.00753235 0.589852 0.0173454 0.00455817 0.0127873 0.572507 0.0126358 0.00871225 0.00795828 0.559871 0.5526 0.536687 0.51656 0.509789 0.499422 0.0115337 0.487888 0.480001 0.0159123 0.0129851 0.0100797
internal_count=2900 777 224 123 102 553 414 318 174 154 2123 99 47 52 2024 85 77 144 1939 1909 1767 1686 1644 1622 46 1576 1565 142 106 66
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=0 9 9 16 4 19 5 7 18 10 15 0 6 3 2 17 18 18 6 5 6 9 6 5 16 0 18 0 18 9
split_gain=0.00047267 0.00124536 0.00257674 0.0017752 0.00141408 0.00322345 0.00146475 0.00238093 0.00183484 0.0012125 0.0014872 0.000988603 0.00132073 0.00100299 0.0040112 0.00377597 0.00135326 0.00374099 0.00166259 0.00639312 0.00489034 0.00352664 0.0033008 0.00233958 0.00283261 0.00390942 0.00264125 0.00354331 0.00239317 0.00931383
threshold=85.716110573100011 190.24759545780003 199.02473417820002 22.744946812400002 195.32149859550003 14.451165964200003 23.524801812050004 19.468732114900003 11.639306137250001 61.917879202350001 43.376643616500012 85.807518149550006 16.455384477450004 93.58791597905001 86.011634045550025 193.01551328760004 13.075178189100003 12.903279561150002 16.455384477450004 22.852794041600003 16.565387047600002 197.58039077460003 16.445384243750002 22.852794041600003 22.604947139800004 86.388225105700016 13.5308213324 89.057864029250013 13.809421053700001 197.6620677562
decision_type=2 2 2 2 2 2 2 2 2 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 -4 12 -2 16 -15 -16 17 -13 22 20 21 -20 23 24 25 -18 -26 -28 29 -27
right_child=11 2 9 -5 6 -7 7 -9 -10 -11 -12 13 -14 14 15 -17 18 -19 19 -21 -22 -23 -24 -25 26 28 27 -29 -30 -31
leaf_value=-0.082272372045265899 -0.0033302529204411405 -0.072455475427598129 -0.019730636856934866 0.048447729992657333 0.058766278821419882 0.022351414370595291 -0.063386733478491761 -0.081235092377457074 0.032794994898628901 -0.05667496402935096 0.050638608633070264 -0.010252881259008629 0.041654676612429636 0.029838015029091943 -0.10006274020328421 0.017460900227515386 -0.076693346795066231 0.067049064133476416 -0.032273791298443814 0.032995605041705421 0.0067446487021829947 -0.10010605770503317 0.069459685143958824 -0.026642727943044248 -0.0047104138157135359 -0.0019633871408324339 0.093252243199557397 0.0063307251199527237 -0.0023960206220856092 0.084932070838182161
leaf_weight=0.0064836253272950381 0.012692731421935832 0.0080444011990014053 0.0066741372650938047 0.0069356777676148331 0.0045343856010959796 0.0053953828755766153 0.0024622558666593042 0.0033039033721579117 0.010198881509704716 0.0032698059020681578 0.0054605902984121713 0.014463703701750263 0.013434296095510945 0.0087592717463849112 0.0078443985254255111 0.0041963463550018796 0.006456724979216232 0.011038205198929063 0.022894917146459193 0.02092859055787244 0.020467917688900883 0.01152172423724096 0.007145780286009539 0.028657666734185128 0.012064392525644507 0.05221650826161639 0.0106824355552817 0.0083600096943428071 0.26813970670858928 0.016149862523889169
leaf_count=114 20 61 43 18 28 10 80 101 58 49 18 28 21 14 47 15 9 29 39 39 37 32 9 87 15 124 21 29 1690 15
internal_value=-0.000115961 -0.0083438 -0.0265831 0.00253504 -0.00729976 -0.0347528 0.00860873 -0.005637 0.0140902 -0.00262808 0.0119353 0.000809303 0.0198006 -0.000123399 -0.0216491 -0.0591043 0.00075247 0.0232064 -0.000426516 -0.0140305 -0.0319626 -0.0549821 0.00208979 0.00089441 0.00300404 0.000383318 0.0318984 0.055092 0.00186223 0.0185635
internal_weight=0.620878 0.062763 0.0234489 0.0393141 0.0323784 0.011879 0.0204994 0.015965 0.0126611 0.0154045 0.0121347 0.558115 0.026127 0.531988 0.0208 0.0120407 0.511188 0.0255019 0.485686 0.0758131 0.0548846 0.0344166 0.409873 0.402727 0.37407 0.342963 0.0311068 0.0190424 0.336506 0.0683664
internal_count=2900 580 171 409 391 124 267 239 138 110 61 2320 41 2279 76 62 2203 57 2146 147 108 71 1999 1990 1903 1838 65 50 1829 139
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=18 5 7 10 3 17 5 10 10 9 2 19 5 12 5 2 5 13 9 6 0 2 15 16 13 5 13 5 2 0
split_gain=0.000473103 0.00164376 0.000979096 0.00123435 0.00121365 0.00296626 0.00129398 0.00161239 0.00203329 0.00135784 0.00116051 0.00097216 0.00167866 0.0024512 0.00220624 0.003676 0.00545103 0.00272201 0.00203993 0.00284699 0.00276372 0.00262262 0.00149266 0.00126863 0.00194906 0.00240856 0.00179477 0.00175293 0.00393964 0.00481764
threshold=11.257534840550003 28.372909273050002 18.446911739150003 55.855406118200008 101.23926781830001 167.56787829315002 26.225713454500006 61.614083433650009 61.767325547050007 194.46727572990002 236.44570625245004 14.651182102100002 23.721757872050002 202.12526968910001 22.963361893800002 173.31297745125002 23.398433971250004 117.72489307420001 202.80137809380003 16.405383309150004 86.001087134900004 248.59864686230003 42.133814420300006 22.674946976100003 117.62810858150002 22.852794041600003 117.60660091645001 21.850554661550003 164.41964690330002 86.950112854950021
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 -5 -8 12 14 -14 17 -16 -17 22 19 -15 21 -21 23 24 25 26 27 -10 -29 -30
right_child=2 -3 3 4 5 -7 10 8 11 -11 -12 -13 13 18 15 16 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.043230381940023169 -0.045132665726150545 0.088014274132194426 0.058445009672491423 -0.010350499438942192 0.054935190974476772 -0.07853226652424819 0.063126526250821532 0.071658310011473145 -0.001480860895122257 -0.10005286073987008 -0.015546077888204996 0.02304265460596007 -0.10008360022514536 -0.04510448964946099 0.060998768426208307 -0.057368242683893268 0.052156856712223088 -0.071129571711177522 -0.06835254562626128 -0.10003413598404357 0.084829497637049681 0.051838577176365364 -0.042139875283085347 -0.028269330562021206 0.028476219224237327 -0.075236734093860433 -0.059324882095519775 0.043144183385384373 -0.052797055954105547 0.037787200370948147
leaf_weight=0.0016135135854813401 0.0048395526860716123 0.002335633650184743 0.0035953419052862081 0.0039789074395898396 0.002365113184175982 0.0056266053150635376 0.0059792588219522713 0.0039549404282297465 0.38074836239613291 0.0029302286102961261 0.0027315764563340394 0.017316924235956321 0.0037923349114130775 0.0071134985736041037 0.015382463895888598 0.0095743332314377483 0.0086491814510236686 0.0055477193855040232 0.0051516346200930476 0.0021638169047621808 0.0055537299440402421 0.0023961937937997391 0.0085357854356163942 0.015319804057071451 0.02442326082064028 0.0042753224288647465 0.0050097373969038008 0.028465425768165076 0.013047449231230246 0.010674767497629745
leaf_count=25 66 47 30 31 41 103 42 12 1903 30 35 39 39 31 39 22 24 10 28 43 11 11 36 31 33 10 10 56 27 35
internal_value=-0.000109004 0.0343913 -0.000332673 2.61065e-05 -0.000323541 -0.0390332 0.000198389 -0.00037225 0.000202679 -0.0483941 0.0384561 -0.000290397 -0.00101735 -0.0257401 0.00020425 0.0250004 -0.00538582 -0.00147563 -0.0131418 0.00336845 0.0374619 -0.0202281 -0.000687816 4.63167e-05 0.000975912 -0.000542893 0.000186285 0.000874921 0.0180621 -0.012035
internal_weight=0.613092 0.00394915 0.609143 0.604304 0.600708 0.00799172 0.592717 0.584006 0.577097 0.00690914 0.00871084 0.573142 0.555825 0.0261712 0.529654 0.033606 0.0182235 0.496048 0.0223789 0.0172272 0.0101137 0.00456001 0.4905 0.481964 0.466644 0.442221 0.437946 0.432936 0.0521876 0.0237222
internal_count=2900 72 2828 2762 2732 144 2588 2511 2450 61 77 2438 2399 163 2236 85 46 2151 124 96 65 54 2141 2105 2074 2041 2031 2021 118 62
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=17 17 8 18 19 10 12 16 8 3 13 3 18 7 9 7 17 18 4 10 14 7 2 18 7 7 7 10 0 0
split_gain=0.000497022 0.00274975 0.00158325 0.00316658 0.00296327 0.00281949 0.00233321 0.00150635 0.00192207 0.00288517 0.00262181 0.0022179 0.00201384 0.00226824 0.00436523 0.00376309 0.00270955 0.00207206 0.004032 0.00361172 0.00420365 0.00446378 0.00400232 0.00299347 0.00161493 0.00156764 0.00472878 0.00235703 0.00216445 0.00659262
threshold=187.98346801990002 187.85189879645003 8.8430989333000021 13.086509421050001 14.551174033150001 62.55235532115001 86.269275643000014 22.694946929300002 8.7431769115000026 93.458869988800004 117.47217800995001 93.673946639200011 13.278511569200001 23.195026784100005 190.58777288605003 22.660992635700001 193.92177542215003 13.954623666350001 161.23541642690003 62.837331883000012 240.24233332015004 23.856905110850004 198.68761053240004 14.011669459250001 23.496712412700003 23.699538637550003 23.824098587650003 62.009286778800011 93.972365491700018 94.964406541850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -4 -5 8 9 12 -11 -12 -8 14 15 16 -14 19 -19 20 -15 22 -22 -20 -25 -26 -27 -28 -29 -30
right_child=2 -3 5 6 -6 -7 7 -9 -10 10 11 -13 13 17 -16 -17 -18 18 23 -21 21 -23 -24 24 25 26 27 28 29 -31
leaf_value=-0.0027460162184422409 0.093287913562892177 -0.089373903218851303 -0.089996636939019437 -0.061458052807842639 0.0034872366550789688 -0.003820112367468269 0.031562940802688143 0.039945334204168251 0.050259287117508149 0.030474670324645715 -0.088930556464745722 -0.023396095270535808 -0.071999327538089353 -0.038129215051601772 -0.044247721597513001 0.058206993213104775 0.027170076679811302 -0.089356677412187488 -0.074817706810877432 0.058075577611923758 0.082378707795809525 -0.017385701353740828 0.0060765047430433646 -0.06618695562965253 0.057812747773699415 -0.1000949382175397 -0.080333250101765841 0.023577430095943819 -0.072169359530633123 0.0074926087490461857
leaf_weight=0.17131173920913512 0.0073892937294477434 0.0037442675450858323 0.005092562569728897 0.0058249438336872563 0.0073096060354203019 0.014918664729329123 0.022757879235086931 0.010348580684876652 0.0078464676844305359 0.0057845050491025221 0.0076447315768852766 0.015915533690022549 0.0058631977424425941 0.015629061623258167 0.028727132975248537 0.010488645865038393 0.0051973979836930084 0.0050499762430717956 0.0050415599891948651 0.01754649596841773 0.014857423659123015 0.017568553573255485 0.01279427528402266 0.0032847116505649856 0.0053645418798566871 0.0043440168277584226 0.0031349494709047568 0.054275442141047847 0.011588917396788079 0.10029828050816914
leaf_count=1152 26 12 34 29 19 46 31 37 24 27 25 80 30 18 34 28 30 11 12 20 19 26 23 18 20 15 8 145 98 803
internal_value=-0.000104097 -0.0045989 0.00171777 0.00305235 0.048631 -0.0257508 0.00136555 0.00230063 0.00127815 0.000248207 -0.0298496 -0.0446604 0.00281709 0.000779448 -0.0187271 0.0152943 -0.0253994 0.0044013 -0.00118286 0.0181048 0.00657878 0.0220308 0.0470741 0.00119407 0.0032963 0.0045713 0.00292644 0.00556987 0.00719058 -0.000758523
internal_weight=0.606943 0.175056 0.431887 0.411876 0.0146989 0.0200112 0.397177 0.391352 0.381004 0.373157 0.0293448 0.0235603 0.343812 0.321055 0.0502764 0.0215492 0.0110606 0.270778 0.192382 0.0783958 0.0608493 0.0452203 0.0276517 0.187332 0.182291 0.179006 0.173642 0.169298 0.166163 0.111887
internal_count=2900 1164 1736 1656 45 80 1611 1582 1545 1521 132 105 1389 1358 122 88 60 1236 1130 106 86 68 42 1119 1107 1089 1069 1054 1046 901
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=4 2 2 2 9 4 17 4 14 6 10 10 16 0 6 15 2 6 16 9 9 9 14 9 0 0 15 15 18 17
split_gain=0.000440188 0.00231459 0.00275269 0.00256889 0.00355796 0.00230881 0.00188245 0.00159714 0.00204183 0.00215226 0.0024181 0.00401443 0.0019664 0.00544415 0.00366144 0.00424214 0.00250794 0.00224532 0.00277357 0.00216791 0.00175741 0.00374273 0.00343989 0.00270491 0.00252874 0.00262631 0.00385384 0.00265846 0.00290467 0.00227084
threshold=227.97173202615002 135.10547220710001 136.84471102895003 145.11127223590003 195.39349636155001 221.58417634125001 189.90635174060003 232.62504358260003 241.54317565595002 16.515385879350003 61.907125369850007 63.565904036300005 22.604947139800004 86.345209775600011 16.285380505300001 38.198215516250009 240.40082529430001 16.495385412050002 22.554947256700004 200.63976601170003 205.20707599510004 206.65653280825003 244.99684607285005 201.97224908750002 90.337570099350003 91.625341543800019 34.279674133750014 23.900317844600004 17.140917755100002 189.37128582595003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 -1 -7 -5 -9 12 -11 -12 17 19 15 -15 -17 18 20 -14 22 -22 -10 29 -23 -26 27 28 -27 -24
right_child=1 2 3 7 -6 6 -8 8 9 10 11 -13 13 14 -16 16 -18 -19 -20 -21 21 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00021563696438663357 -0.10004934661565368 0.065538344211173716 0.028763820855688252 -0.081003599798918649 -0.089758005184097656 -0.0079236541433474316 0.055992923433876185 0.037574194268272659 -0.10016835437718846 0.00097766809656018596 -0.08273848031332437 0.028252290504237488 -0.066690248562012375 0.071727683155811198 0.074220361047500641 -0.058373076108781355 0.018790822328907043 0.054875717927302441 -0.036206040810550025 0.0058138919448154193 -0.10009418838803844 -0.10007397573258797 -0.018437249473565866 0.044941732565368354 0.074732438823442784 -0.082204183834623051 -0.09568840659284665 0.03219259803989432 0.013077653394225118 0.013355661474379691
leaf_weight=0.25895000538747964 0.0024210167449971723 0.0059392823548032317 0.0038165358818349482 0.0025004859409136762 0.0075301858098573149 0.0068874781022209 0.013921635998212167 0.013281877522086205 0.0030168132361865488 0.016162821244669709 0.012274794923622948 0.004436583644970681 0.0085303801396674206 0.0082318710774416104 0.015741493684799934 0.0076155921669851514 0.009424437312191003 0.0062217539791333812 0.026429405064510636 0.0079836334858427449 0.0049556689003793499 0.0027654659897962111 0.035734417165087073 0.016887527395113011 0.0040790420061966861 0.0058058201920090369 0.0045547338545894314 0.014980004847902961 0.007126960356314882 0.060505181055755308
leaf_count=900 62 13 36 9 28 38 34 37 11 119 65 17 70 18 30 15 29 17 61 25 22 9 388 59 20 39 56 97 110 466
internal_value=-0.000104325 -0.00264376 -0.00189875 -0.00318831 -0.0498925 0.00279089 0.0348376 -0.0014174 -0.000746779 -0.00254233 -0.0266 -0.0532723 0.000613722 0.0168418 0.0363623 0.012781 -0.0156955 -0.00422179 -0.00618972 -0.0316384 -0.00124423 -0.0181983 0.00521773 0.00802811 -0.00787452 -0.000897813 -0.0103996 0.00351762 -0.0296965 0.00155074
internal_weight=0.598713 0.318954 0.316533 0.310593 0.0113467 0.279759 0.0208091 0.299247 0.296746 0.283464 0.0328742 0.0167114 0.25059 0.0575274 0.0410134 0.0252719 0.01704 0.193063 0.186841 0.016514 0.160412 0.0442677 0.116144 0.113127 0.039312 0.0365466 0.0324675 0.0279128 0.0129328 0.0962396
internal_count=2900 1928 1866 1853 64 972 72 1789 1780 1743 201 82 1542 187 92 62 44 1355 1338 95 1277 353 924 913 331 322 302 246 149 854
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=7 13 13 7 17 19 8 15 15 10 0 2 10 6 2 15 15 7 5 5 0 7 10 19 18 5 6 18 17 5
split_gain=0.000461821 0.0013527 0.00194158 0.00124996 0.00114988 0.00110484 0.00095592 0.0014657 0.00246261 0.000947163 0.00331077 0.00277427 0.00390879 0.00280817 0.00210986 0.00180431 0.00324847 0.00170179 0.0013598 0.00355853 0.00273113 0.00280015 0.00251085 0.00453203 0.00381846 0.00113556 0.004828 0.00453759 0.00173455 0.00157443
threshold=26.752366550650006 81.98184222990001 92.284013785800013 26.452067539250002 242.64190980425005 9.8507947922000021 1.5487913386000003 21.073645951400003 16.757571343250003 78.220689305400015 98.615332683000005 223.36808516470003 78.433077497700012 11.060258421150001 176.58278076550002 24.200063469100005 24.857400662900002 25.582719811950003 16.579584939650001 16.823764825550004 95.590817286200021 20.778835947700006 72.496961945650014 12.651020723000002 15.453654363050001 17.671168838450004 14.835346625500001 14.234745508550002 192.00356210945003 17.886193876600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 5 -3 6 -4 -2 7 8 -1 10 18 12 -11 -14 17 -12 -17 -15 20 -20 21 -8 -22 -24 -25 26 27 -21 -29 -27
right_child=1 2 4 -5 -6 -7 9 -9 -10 11 15 -13 13 14 -16 16 -18 -19 19 25 22 -23 23 24 -26 29 -28 28 -30 -31
leaf_value=-0.10001678677582988 -0.036795087388709402 -0.10003348021185517 -0.026363384030877013 0.036393341206393613 0.042121453009137437 0.054416391084250483 0.043245378461458032 -0.10002861968874217 0.050331194169371422 0.07347620726917696 -0.10004493270866269 0.062449633126131179 -0.10004544466717312 -0.035408010276582982 -0.078762926665117736 0.082286788963863711 -0.10003446615420829 0.057075860425367678 -0.070958939697394016 -0.073399618413304557 0.078888557699957229 -0.082334042956283701 0.046471725978887615 -0.10016726934313183 0.019560711374538381 -0.042553354981315711 0.078533132612703366 0.046297892437182388 -0.011508839349233907 -0.00065582722561236049
leaf_weight=0.0017082066314636482 0.0019102514850121146 0.0030511473158010274 0.012279519290938623 0.0095240107730840684 0.003063289273796955 0.0043570158160584072 0.0027851189734064965 0.0024073759893883384 0.0030075128500755 0.0050059739436392183 0.0050885030218346117 0.0094463301993528148 0.0040233232873925226 0.0032007884649634111 0.0027489350321729953 0.0019368261566796718 0.001972480277444788 0.0052581167960568109 0.0071956603060243643 0.0070836368874918057 0.0078443978927680291 0.0048986080416284494 0.017339709364932787 0.004992043378138078 0.005711376303452198 0.0091678088025073379 0.0094202887562460091 0.011089874335993954 0.0097582276264347456 0.41370372823433654
leaf_count=69 152 182 145 66 20 62 5 72 39 11 74 33 66 41 17 8 36 34 20 17 12 60 36 16 29 30 16 16 38 1478
internal_value=-0.000111528 -0.0135075 -0.0271783 0.000471819 -0.01269 0.0266153 -0.000142621 -0.0365409 -0.00413036 0.000329057 -0.000662736 0.0177031 -0.00318382 -0.0283794 -0.00265316 -0.0607948 -0.00970525 0.0220806 0.000396103 -0.00117889 0.0172921 -0.0368153 0.0288768 0.0148873 -0.0362801 -8.78675e-05 0.0166256 -0.00425338 0.0192407 -0.00156416
internal_weight=0.59098 0.0246612 0.018394 0.566319 0.0153428 0.00626727 0.556795 0.0071231 0.00471572 0.549672 0.519988 0.0296835 0.0202371 0.0152312 0.0112078 0.00899781 0.00390931 0.00845891 0.51099 0.467419 0.0435713 0.00768373 0.0358875 0.0280431 0.0107034 0.460224 0.037352 0.0279317 0.0208481 0.422872
internal_count=2900 561 347 2339 165 214 2273 180 108 2093 1891 202 169 158 92 118 44 75 1773 1615 158 65 93 81 45 1595 87 71 54 1508
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=9 9 17 10 5 0 9 7 18 6 0 5 13 10 10 19 0 15 6 9 19 9 8 16 17 0 3 17 9 7
split_gain=0.000466895 0.00273538 0.00206779 0.00257953 0.00503056 0.00345577 0.00354723 0.00267932 0.00281879 0.00229844 0.00322431 0.00217848 0.002454 0.00343941 0.00349916 0.00190532 0.00171148 0.0020252 0.00215452 0.00162388 0.00227151 0.00160523 0.00137166 0.00134452 0.00133082 0.00103056 0.00224612 0.00164254 0.000987454 0.00403934
threshold=204.17620834730005 204.88165762580005 191.55545126530004 66.697957758300021 18.895511665650005 88.232507383150008 213.24207352880003 24.701534972700003 14.845822509550002 14.275333540900002 97.835679825150024 26.907574285750005 115.02030419500001 70.085415002650009 80.468240302450013 14.551174033150001 98.031937268650012 18.511678081400003 13.705320222600003 203.09362050815002 13.151061067750001 202.89977928865002 8.2435668022500028 22.604947139800004 184.84480138465003 101.47316367565001 76.884525614550014 242.64190980425005 201.2906445504 24.605072964550004
decision_type=2 2 2 2 2 2 2 2 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 11 5 7 15 -7 -5 -9 10 -10 12 13 -3 -15 23 -12 -18 22 21 -21 28 25 -4 -16 -19 27 -27 -1 -30
right_child=1 2 3 4 -6 6 -8 8 9 -11 16 -13 -14 14 24 -17 17 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00074333315323242945 -0.062528090070178996 0.05842203882439987 -0.075188264804332536 -0.10006100535921147 -0.077044849955774444 0.085225611650572075 0.0057707895816939206 0.084697908110212619 0.068617769673859921 -0.057587344384479093 -0.091940166797666922 0.024943331893070506 -0.10009848190277799 -0.081324811261576646 -0.01553043250326803 0.029191456113753983 -0.10003254058875287 -0.039145441655230304 0.097507082944347179 0.079555849992398592 0.0033171267032165112 -0.051362438728658637 -0.079296819732275522 -0.0024546084817714635 0.092973354632137878 -0.10002540079553231 0.087093737763033419 0.043873177123732454 0.032672942518657981 -0.032573458919955521
leaf_weight=0.3883808710207311 0.0078855348850197515 0.0041478855049383858 0.0048047563733959464 0.0022390508769234421 0.0090098036800492776 0.012793042877547123 0.010019626331541076 0.0047204892780428045 0.0076507376216810022 0.0053929461792847624 0.0021799057783482559 0.0069661304083297173 0.0051012064378674884 0.0092665621274568011 0.0031955590887431393 0.0076958828740885101 0.0017155193992666176 0.0027737739745283818 0.0025870352093306801 0.0062692279837017742 0.010376610983590773 0.0059531644265007335 0.0019766784331949347 0.005395606567429212 0.0017491289039526237 0.0015892170184201859 0.0036147296122237549 0.0015837345463296515 0.03417615093919224 0.013135330992799399
leaf_count=1954 33 22 23 13 83 40 35 7 29 39 6 31 20 64 47 25 84 31 9 21 34 11 27 27 9 35 19 12 55 55
internal_value=-0.000113284 -0.005503 -0.00169766 0.00609206 -0.00985958 0.024522 0.050328 0.00606008 0.0127001 0.00175937 0.0142267 -0.0241613 -0.0387421 -0.0216938 -0.0450775 -0.00837334 -0.00886528 0.00256701 0.0150279 0.00136918 0.0320305 0.000213535 -0.00346531 -0.0367149 0.0228516 0.0122116 0.0331986 -0.0282004 0.000918253 0.0145582
internal_weight=0.584346 0.126055 0.118169 0.0877425 0.0470336 0.0407089 0.0228127 0.0380238 0.0357848 0.0310643 0.0256713 0.0304265 0.0234603 0.0183591 0.0142113 0.0178962 0.0180206 0.0158407 0.0141252 0.458291 0.0166458 0.441646 0.0115381 0.0102004 0.00494469 0.00956146 0.00678768 0.00317295 0.435692 0.0473115
internal_count=2900 770 737 544 394 150 75 311 298 291 252 193 162 142 120 75 223 217 133 2130 55 2075 124 50 56 97 66 47 2064 110
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=8 8 6 9 15 8 6 13 18 6 5 19 6 2 5 10 0 9 15 13 18 17 2 6 15 15 5 17 7 16
split_gain=0.000449308 0.00187165 0.00246091 0.0010616 0.00106088 0.000934749 0.00213868 0.000930916 0.00251879 0.00174029 0.00246835 0.00324547 0.00354018 0.00184369 0.00495832 0.00288374 0.00260432 0.00225123 0.00183417 0.00740426 0.0044758 0.0049432 0.00397321 0.00270724 0.00254021 0.00319485 0.00233574 0.00319218 0.0016217 0.00155125
threshold=8.8430989333000021 9.3427090425500019 16.325381439950004 212.89864875025003 37.128521979500007 8.7431769115000026 16.475384944750001 117.69263157665002 12.993406580100002 16.455384477450004 22.120912517600004 14.351157895250003 16.565387047600002 156.02689307135003 23.442459712300003 62.036171360100006 86.162394622750014 66.290220196950017 40.128253618400009 117.54207792135001 13.451704604950001 195.44378352670003 219.74617996645003 16.395383075500003 39.466660082200001 38.198215516250009 22.553892743650003 203.93111730270002 23.764169255700004 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=5 2 -2 -3 -5 7 -7 9 -9 18 11 -11 29 14 -12 16 17 -15 19 24 23 -22 -23 -20 25 -1 -24 -28 -19 -13
right_child=1 3 -4 4 -6 6 -8 8 -10 10 13 12 -14 15 -16 -17 -18 28 20 -21 21 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0022258613216311961 0.030310500889925242 0.038887956539783761 -0.063646603887376266 -0.046963590808948144 0.016736085420848708 -0.007641084046504442 0.06258164400199849 -0.023672012813500787 0.042029061170238344 -0.073800313638773526 0.063642489007245145 -0.06950699468199327 0.029017715112002764 0.037663919152439163 -0.054766619429286838 -0.067820730447076469 0.038398114903001879 -0.070779011685635287 -0.082146847335439047 0.066908558836746485 0.07992090691865604 -0.087859218973824468 0.054621098014189767 -0.017190497526408204 0.064068661121601131 -0.041619500862489806 -0.059487155695362726 0.041772366789247409 0.037665903871173911 -0.014293912779197129
leaf_weight=0.30668114222306475 0.0037989643131552961 0.0074093066071494454 0.010471552103229698 0.0045498434671005228 0.0061466230068845107 0.009861645467026392 0.0077416875789708675 0.0090904562373244069 0.01629414130530904 0.012409401592316613 0.012000159549643286 0.0092184421812078199 0.012165828578872606 0.0039522881507991778 0.0050140620433865293 0.007180335066512048 0.011769082258979324 0.007953882054035126 0.011385075638769004 0.018012022339462419 0.0077201401397530836 0.0053677415327229019 0.0071946254153640856 0.014701720536116514 0.0062787697884800755 0.017571082042191932 0.0073571259985986126 0.0053971200823070831 0.0016681680153851639 0.011358487638062797
leaf_count=1890 13 34 60 24 27 30 19 77 44 30 20 23 15 16 114 35 18 121 37 30 16 22 27 38 11 36 30 19 5 19
internal_value=-0.000106281 -0.0115518 -0.0386342 0.0097939 -0.0103592 0.000573221 0.0232418 -0.000182913 0.0185009 -0.00112703 -0.0133395 -0.030251 -0.0137459 0.00207468 0.0287475 -0.0118787 0.00397083 -0.025878 0.00170961 0.00447222 -0.0145764 0.00987292 -0.0114878 -0.0455394 0.0010698 -0.000150099 0.00906188 -0.0166379 -0.051978 -0.0390293
internal_weight=0.577721 0.0323763 0.0142705 0.0181058 0.0106965 0.545345 0.0176033 0.527741 0.0253846 0.502357 0.0946901 0.0451522 0.0327428 0.049538 0.0170142 0.0325238 0.0253434 0.0135743 0.407667 0.348543 0.0591235 0.0330368 0.0253166 0.0260868 0.330531 0.324252 0.0199489 0.0127542 0.00962205 0.0205769
internal_count=2900 158 73 85 51 2742 49 2693 121 2572 416 87 57 329 134 195 160 142 2156 1967 189 114 98 75 1937 1926 76 49 126 42
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=6 6 10 9 17 17 7 0 12 10 19 9 4 3 18 4 3 19 16 15 5 9 12 16 5 10 15 4 0 0
split_gain=0.000454428 0.00305004 0.00155383 0.00189863 0.0025205 0.0018654 0.00186342 0.00186223 0.00191069 0.00177518 0.00149359 0.00143867 0.00143624 0.00134039 0.00117851 0.00107502 0.00105973 0.00140713 0.00436045 0.0049943 0.00339972 0.00253561 0.00392586 0.0020592 0.0017555 0.00240245 0.00175438 0.0020089 0.00170392 0.00391345
threshold=13.665319288000001 13.775321858200002 78.220689305400015 56.039380217300014 200.83528241485001 166.83257850275001 22.343045670750005 97.671683879200017 151.63308792200004 78.433077497700012 13.351077205700003 62.308883479750001 287.26954497730009 80.043463917850019 13.601370067700001 248.34582299520005 81.70761950055001 12.651020723000002 15.444963882950001 21.724651858600001 16.892865140250006 201.2906445504 161.55002974485004 15.604963508800003 17.671168838450004 70.026268923800004 28.566186095050004 227.22863097060005 94.047642319350018 93.776108048200015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 6 -1 11 14 -9 -4 -6 -5 -12 -11 -7 -16 -3 18 19 21 -19 22 -18 -20 25 -22 27 -25 29 -26
right_child=1 16 9 4 10 7 -8 8 -10 13 12 -13 -14 -15 15 -17 17 20 23 -21 24 -23 -24 26 28 -27 -28 -29 -30 -31
leaf_value=-0.10005343173058352 0.053724373721838803 -0.046346186635533831 0.055913628269479758 -0.084676971249609989 -0.053252481157037859 -0.0065767928998322726 -0.10004932909757874 0.052483254121684808 -0.10003167746609039 0.0014880347779861762 0.056711664312370819 0.014920491281118912 -0.027663813569147284 -0.10002174054339659 -0.01341099674151329 0.070031477471291168 -0.10010423169389425 -0.059783121326119029 0.10003503439663364 -0.072867454399840603 0.060716611367168508 0.099358768414750109 0.064899512469609941 -0.10007551875969933 -0.0012888850341995941 -0.0024669575174734058 0.085637577333839754 0.058932997703253068 -0.025077895078127039 0.058993286005947332
leaf_weight=0.0016040978342175541 0.010808409318997292 0.0048856038093916801 0.0060993867207059784 0.0024449073162031709 0.0042299439086832544 0.0058141772996469507 0.0076279514571504503 0.0012159406758485139 0.0025316844524922999 0.049483287318890623 0.0046244909465826822 0.0035652094541340773 0.0035785363022569072 0.0013359313431067213 0.0019897938344519694 0.006891324727469339 0.0025094635502479617 0.0096183835260035266 0.0073542073376984263 0.0074981730595986553 0.011101150757895084 0.0038108469332565065 0.003389610978960178 0.0017673928924768489 0.34855864903686185 0.01314236945677294 0.0023130931641048846 0.0014434583810470775 0.027904539991777388 0.011112504213315333
leaf_count=21 34 32 35 27 48 24 92 9 46 841 20 38 27 26 38 42 41 32 8 21 14 13 35 34 1060 37 6 12 158 29
internal_value=-0.000104908 0.00122076 -0.00611612 -0.0197587 -0.037551 0.00337997 -0.0672386 0.0123762 -0.0505472 0.00493774 -0.00498581 -0.0255956 0.0199032 -0.00118045 0.0284231 0.0513364 -2.2599e-05 0.000478634 0.0213721 -0.0115617 -0.00101294 0.0357796 -0.005293 0.065379 0.000359688 0.0264649 0.0192403 -0.0285922 -0.00127324 0.00057361
internal_weight=0.570255 0.467218 0.103037 0.0461181 0.026071 0.020047 0.0136381 0.0184429 0.00374763 0.0569186 0.012433 0.00601012 0.00820303 0.0508192 0.0146953 0.00888112 0.456409 0.451524 0.0300862 0.0172081 0.421438 0.00970992 0.00589907 0.0128782 0.411819 0.0242435 0.00552394 0.00321085 0.387576 0.359671
internal_count=2900 1566 1334 432 252 180 157 159 55 902 95 65 47 867 104 80 1532 1500 170 110 1330 89 76 60 1298 51 52 46 1247 1089
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=0 9 6 8 16 6 6 6 7 2 6 7 17 18 10 19 16 7 17 6 0 12 16 9 16 10 6 5 12 7
split_gain=0.000427033 0.00127487 0.00288926 0.00240771 0.0011609 0.000939769 0.00234868 0.00168575 0.0030725 0.00167716 0.00243949 0.000915865 0.00212951 0.00236106 0.0019701 0.00117954 0.000871523 0.000829133 0.00244922 0.00341478 0.00198025 0.00364388 0.0031182 0.00276824 0.00170341 0.00219934 0.00135824 0.00194563 0.00440294 0.00125919
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 14.574965917400002 16.475384944750001 16.525386113000007 16.395383075500003 19.617375644250004 120.54857872840002 16.665389384150004 22.446731871300006 189.27091549140002 13.400856420150001 57.729261435100007 14.551174033150001 22.674946976100003 22.580174331950005 189.37128582595003 14.055328400500002 89.528344202050008 98.870599058600007 22.584947186600004 62.308883479750001 22.714946882600003 61.885617704800005 7.2051683476000008 13.264960807550002 219.23896387120001 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 3 -3 4 -1 7 -7 8 -6 16 -11 14 -13 -14 -4 -16 -8 18 20 -20 21 -2 -23 26 25 -19 -22 -28 -29 -27
right_child=17 2 11 -5 5 6 9 -9 -10 10 -12 12 13 -15 15 -17 -18 24 19 -21 23 22 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.10002574476838599 -0.060832739169613285 -0.10005323643612592 0.017448066730484896 0.098891824468470044 0.050560436075883224 -0.07684486865581576 0.013125695133979385 0.089373616220459057 -0.10002754469129438 0.018989242694384512 -0.10005146532264718 0.06097399212895014 -0.10006147494876934 0.01894740760895872 -0.093349581661117342 -0.0081865897699467081 0.10002318869134444 -0.067789060464856818 -0.028855770996643049 0.088017898486104487 -0.06137161323758529 -0.035446554917194582 0.046366423452279454 0.080736745829850853 0.054649572353612008 -0.019002790853830102 0.086769676094388348 -0.10005919997323512 0.040596647709090425 0.0009465793598241566
leaf_weight=0.0011668745563505603 0.010870966138307736 0.0041846060883635175 0.0052249524342187215 0.0025670116378364574 0.0038312398720741214 0.004189453947133436 0.0022573713591116382 0.0029928183855467694 0.0020962454646302753 0.0055289467769413791 0.002499867211163187 0.0048216118666873364 0.0026431593256264208 0.0045141223737862057 0.004621584845656751 0.0025093993170912654 0.0023616035105078481 0.0049336928161949336 0.0035888019125849277 0.0082396106479336595 0.0027516630378263676 0.0080831639828247148 0.010996190418609331 0.0063239905691219169 0.0054902371593925628 0.034377140243031068 0.0029915189516032123 0.0032924516912231638 0.0068675364707360131 0.39735961707776613
leaf_count=55 16 40 15 10 16 24 63 15 41 34 116 28 23 30 49 16 5 14 43 22 45 37 19 31 18 71 4 46 28 1926
internal_value=-9.61008e-05 -0.00822281 -0.0232978 0.00635529 -0.00246727 0.00195235 -0.0119508 0.0281948 -0.00269476 0.00954474 -0.0180755 -0.0100989 0.00960401 -0.0250022 -0.0292006 -0.0633807 0.0575549 0.000835287 0.0114729 0.0525578 0.00215916 -0.0146234 0.0117055 0.0247731 -0.000704587 -0.00140055 0.00251887 0.0158865 -0.00498437 -0.000641894
internal_weight=0.564177 0.0580109 0.0285194 0.0294914 0.0269244 0.0257575 0.0168372 0.0089203 0.00592749 0.0126478 0.00802881 0.0243348 0.0119789 0.00715728 0.0123559 0.00713098 0.00461897 0.506167 0.0640059 0.0118284 0.0521775 0.0299503 0.0190794 0.0222272 0.442161 0.43667 0.0159032 0.0131515 0.01016 0.431737
internal_count=2900 580 201 379 369 314 242 72 57 218 150 161 81 53 80 65 68 2320 291 65 226 72 56 154 2029 2011 123 78 74 1997
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=13 19 13 13 18 10 18 10 18 7 6 15 13 17 16 10 16 9 9 10 16 13 3 5 13 6 16 16 15 16
split_gain=0.0004184 0.00107996 0.000843712 0.00105858 0.00266695 0.00336474 0.00172578 0.00112979 0.0028568 0.00102455 0.00122454 0.000990239 0.000982973 0.000920406 0.000685184 0.00423561 0.00231055 0.00214329 0.00227159 0.00206854 0.00233769 0.00189203 0.00176399 0.00344095 0.00430398 0.00234976 0.001646 0.00155586 0.00367527 0.00257666
threshold=78.890115379850016 10.250827068050002 85.737618238150006 95.99139754765001 16.203680688850003 78.285212300550015 17.327266398450003 84.600400448950026 15.150044688000003 26.752366550650006 11.125259939900001 20.203197038850004 92.504467352450021 211.47438991805004 15.919962772200003 72.953999827850012 15.474963812800002 191.87997069285004 186.14781787895004 71.787208999250012 18.764956119400004 104.02719889955002 82.866344954800013 16.579584939650001 98.238948544700023 12.380289263450001 14.994964935250001 17.844958270700005 23.584170344250001 18.384957008000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -7 14 -11 -6 -13 -8 16 19 22 18 -17 27 -21 -18 23 24 -5 -26 -27 28 -16 -29
right_child=2 -3 3 6 11 7 13 -9 -10 10 -12 12 -14 -15 15 17 21 -19 -20 20 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.1000253720670151 0.032769508326923061 0.017555610799189596 -0.071723268794007186 -0.094812478580736284 -0.082717438315633801 0.094941938999051415 0.09492171393742381 0.082016174990032401 -0.055787341627755629 -0.10007141212000714 -0.0075950097779669328 0.050159209794444951 -0.077589837904873046 0.021702301580572819 0.01515398375181882 -0.064842499016396105 -0.0075669624768253249 -0.1000320436800668 0.099634377917524816 -0.0073928544349412392 0.092344361104345574 0.066753446737689598 0.032827277007343995 -0.056537545492092035 0.062903699645245156 -0.032712364413264694 0.031369139820897889 0.045329782160113477 -0.087774544580746641 -0.00091613399953452282
leaf_weight=0.0014449643388239055 0.0078009797349404266 0.0017003802022088621 0.0037530502742311187 0.0035657621421661253 0.0067433298301615707 0.0022379938095582474 0.0027080136060249052 0.0038453654378169944 0.0028699209350264709 0.0022171978961011965 0.0040427175785708869 0.0013177910076276333 0.0011093792222141019 0.0046905427480510298 0.0073370182270709461 0.0022534591743417209 0.0050164784031494483 0.0064153569398612831 0.0013384189790031087 0.0043382570559771239 0.0051276685808261391 0.010799914288314838 0.012250648993209726 0.011576576968273855 0.0091816582722117346 0.0079831313099703038 0.0080505356684170692 0.012424267410479417 0.0065805187828846812 0.39768099691764958
leaf_count=176 168 30 80 44 207 7 13 16 45 26 32 24 31 39 77 84 39 95 3 28 16 28 146 39 32 33 24 53 98 1167
internal_value=-9.15386e-05 -0.0364608 0.000114481 -0.000350837 -0.0219041 0.00775797 0.000546302 0.041075 0.0102535 -0.000138407 -0.0403492 -0.0630029 -0.00823065 0.048502 0.000353302 -0.00108372 0.0096674 -0.0654035 -0.00355451 0.000401123 0.0466345 0.0431813 -0.000408357 -0.0104971 0.00802168 0.0225637 -0.000536915 -0.000630996 -0.0335129 0.000484901
internal_weight=0.558402 0.00314534 0.555257 0.547456 0.0218768 0.0127063 0.525579 0.00895328 0.00510791 0.518181 0.00625992 0.0091705 0.00242717 0.00739856 0.511921 0.443496 0.0684247 0.0100072 0.00359188 0.433489 0.00946593 0.0158164 0.0526083 0.0403577 0.0287811 0.0252153 0.0160337 0.424023 0.0139175 0.410105
internal_count=2900 206 2694 2526 410 148 2116 68 52 2064 58 262 55 52 2006 1621 385 182 87 1439 44 67 318 172 133 89 57 1395 175 1220
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=12 19 18 15 6 15 5 4 5 17 17 8 9 8 5 17 15 12 18 0 18 17 18 15 15 10 4 14 5 17
split_gain=0.000414687 0.00170614 0.00377731 0.00194732 0.00340747 0.00261534 0.00186641 0.00167152 0.00546974 0.00160317 0.00127006 0.0012482 0.00236764 0.00199873 0.00152227 0.00131857 0.0028419 0.00323672 0.00158074 0.00256207 0.0022009 0.00281284 0.00189759 0.00195942 0.00520746 0.00420525 0.00315176 0.00297754 0.00315347 0.00293603
threshold=92.695913642950003 12.651020723000002 13.987466292050001 30.124327028350006 16.575387281250006 27.008040895250005 17.021905087450005 163.60960442095003 20.361635946650004 166.83257850275001 167.56787829315002 8.8430989333000021 226.28914430085004 8.7431769115000026 21.964328598750004 184.59783591905003 28.777417478550003 146.09388648530003 13.086509421050001 85.509099297050014 13.197799034350002 188.54236693505001 13.216310940950001 41.211223942950006 42.385947950200006 61.987779113750001 165.01827963435002 233.75954169405003 23.398433971250004 197.32790877840003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 -2 -9 -11 13 -13 15 -15 16 -12 -18 19 -17 21 -20 -22 25 -25 -24 -27 -26 29 -29
right_child=7 2 6 4 -6 -7 -8 9 -10 10 11 12 -14 14 -16 18 17 -19 20 -21 22 -23 23 24 27 26 -28 28 -30 -31
leaf_value=0.033292760403020615 0.086278283400240796 -0.017840490052495217 -0.019344041190643882 -0.061695747843081683 0.025055853761241309 0.067755867528317484 -0.10014979655697681 -0.047087165025718268 -0.020133073777606304 0.055506528401574884 0.0018274088614824453 -0.04383172651408368 0.03840119808277942 0.070593696726584734 0.0043147819967306999 -0.029786630990537452 -0.015478681675401047 -0.10021552853976645 -0.078220139999100324 0.046745613331772684 0.065997242180973567 -0.001261251730844443 -0.064476182385424075 0.070371679687997929 0.08609627352236135 -0.08938427355211534 0.0014914905025134656 -0.10014062466677594 0.011307624487756109 -0.0030673118684098541
leaf_weight=0.008216107385167648 0.009064386138561531 0.0065734257507443772 0.0050362867803879219 0.0095607974144513719 0.0086007341027425355 0.0078114482820410558 0.0066098969261929597 0.007233281536469848 0.01034160540283402 0.0041381747880819822 0.037500045759057347 0.015120247855825664 0.0045563235491883338 0.0071148088900372386 0.0067557126729980155 0.0058674993751264273 0.012962215543730338 0.0069112201890755903 0.0079398182089676084 0.017187635011857161 0.0045922394519202206 0.011818832283714276 0.010477331242337629 0.01426154292494175 0.0037940891925245515 0.003874070779261273 0.25650076019929191 0.005857698867106631 0.029811493362246588 0.0066562119601485947
leaf_count=45 17 22 23 19 27 21 23 289 28 24 384 86 24 20 21 30 37 44 27 53 8 34 24 24 8 7 1366 15 121 29
internal_value=-8.95094e-05 -0.00855256 -0.0163323 0.0011564 -0.0206129 0.0286411 -0.0652061 0.000796968 0.0295708 -0.000364083 0.00034937 -0.000136723 -0.0247898 0.00094153 0.0383122 -0.000247313 -0.0143746 -0.0449469 0.00189333 0.0272683 0.000248089 -0.0321864 0.00215641 0.00127131 0.017561 -0.00236015 0.000139366 0.00123037 -0.0063771 -0.0485068
internal_weight=0.552746 0.0524087 0.0441926 0.0325464 0.0181615 0.0143849 0.0116462 0.500337 0.019406 0.480931 0.473698 0.46956 0.0196766 0.449883 0.0138705 0.436013 0.0573735 0.0198734 0.378639 0.0230551 0.355584 0.0197587 0.335825 0.331233 0.060381 0.270852 0.260375 0.0461195 0.0423254 0.0125139
internal_count=2900 180 135 89 46 43 46 2720 45 2675 2386 2362 110 2252 41 2211 465 81 1746 83 1663 61 1602 1594 197 1397 1373 173 165 44
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=9 9 19 9 9 17 10 5 13 16 5 7 5 16 2 4 7 15 2 16 0 7 6 6 10 13 6 19 2 3
split_gain=0.000435586 0.00181037 0.00252172 0.00163605 0.00158543 0.00165575 0.00211502 0.00445581 0.00303679 0.00303318 0.00400546 0.00373062 0.00197822 0.00186762 0.00177735 0.0035189 0.00197016 0.00167938 0.00157343 0.00156389 0.00196445 0.00153557 0.00151876 0.00114993 0.00109097 0.00303664 0.00116381 0.00107315 0.000980429 0.0012722
threshold=204.09084027260005 203.09362050815002 13.351077205700003 202.89977928865002 204.88165762580005 191.55545126530004 66.697957758300021 18.895511665650005 113.58197909515002 22.544947280100004 24.038949512150001 23.539316666200005 30.133297129900004 9.744977212000002 104.42372959990001 225.05241822990004 25.284494767250006 18.511678081400003 250.56088660660001 18.764956119400004 98.031937268650012 24.955394454050005 14.055328400500002 13.665319288000001 70.96454081135002 115.02030419500001 11.260263094250002 14.251149826300002 325.75432260090003 70.523633677900008
decision_type=2 2 2 2 2 2 2 2 2 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 28 27 12 8 14 -7 11 21 -10 13 -6 22 -16 -17 -18 19 20 -19 -11 -8 -22 25 -15 -26 -2 -1 -30
right_child=4 2 -4 -5 5 6 7 -9 9 10 -12 -13 -14 24 15 16 17 18 -20 -21 23 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0016804914746161713 -0.013933683223969066 0.084129996662265089 -0.0044588963819338296 -0.054120042606272081 0.044679284291546502 0.0935529327769795 0.002738348151806784 -0.07512608478880016 0.035025248758472939 0.082746910923381267 -0.046508269597206053 -0.077282794247653427 0.039388482138289271 0.024468952384749179 0.076348231868281893 -0.10006669771239568 -0.10002916919721261 -0.052038823677297466 -0.060671098972459904 0.082231573856349258 0.0084611882051136653 0.019715970498066688 -0.10004514064111439 0.089925571857601236 -0.0011314974803052344 -0.073156212636733692 -0.094397642673321666 -0.079893296799574312 0.020352030199380144 -0.061452135034652758
leaf_weight=0.40084708240433142 0.0054778929091412465 0.0062157013409369632 0.0066518766308010235 0.005462066140580645 0.0026341121546142867 0.0051788603359455001 0.0031347514618360597 0.0084375546292691506 0.0052065375585641505 0.0098037292875936544 0.0047539375643736994 0.006847883357295359 0.0042766151454998172 0.0060778286783289559 0.0072728462129134632 0.001951873933649039 0.0013983554360166286 0.0037290476084024249 0.0024406054823984382 0.0037130430500837983 0.0050507036891502821 0.0063807235936792486 0.0026553831402793548 0.0026376596542831976 0.0017106669884583425 0.0066968906747533197 0.0061403587860962006 0.0044871026689179416 0.0029201615568181516 0.005447664472148811
leaf_count=1907 30 20 24 11 31 21 26 83 17 34 29 25 13 34 33 11 76 27 41 8 60 24 23 6 13 33 69 14 51 106
internal_value=-9.1073e-05 0.00139387 0.0383341 0.000247599 -0.00546707 -0.00194966 0.0052835 -0.0100833 0.0223613 0.0111864 0.0341924 -0.0287748 -0.0231196 -0.0346125 0.00606542 0.0164291 -0.00440059 0.00544306 0.0138368 0.0258553 0.00752121 0.057897 -0.0443986 0.0364093 -0.0447388 -0.0267091 -0.0740758 -0.0436344 0.00097328 -0.0329045
internal_weight=0.54564 0.427545 0.0128676 0.414677 0.118095 0.10813 0.0805935 0.0424218 0.0381717 0.0329928 0.0209384 0.0120544 0.0275365 0.0232599 0.0339843 0.0281941 0.0209213 0.0189694 0.0175711 0.0151305 0.0114174 0.0161845 0.00579013 0.00768836 0.0206257 0.0127747 0.00785103 0.009965 0.409215 0.00836783
internal_count=2900 2119 44 2075 781 737 544 394 150 129 87 42 193 180 311 262 229 218 142 101 93 58 49 66 149 67 82 44 2064 157
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=6 6 5 5 5 10 8 5 7 0 0 13 2 2 17 5 0 5 10 19 17 2 10 10 13 10 7 13 16 13
split_gain=0.00040543 0.00256241 0.0012396 0.00140746 0.0040238 0.00181743 0.00129962 0.00118757 0.00118607 0.00295428 0.00252674 0.00198487 0.00155141 0.00133573 0.00120779 0.0012374 0.00101007 0.0014158 0.00125912 0.00107737 0.00183179 0.00180539 0.00168912 0.00256422 0.00227719 0.00258322 0.00172421 0.00149064 0.00152024 0.00276637
threshold=13.665319288000001 13.775321858200002 20.950952025950006 18.725555412050003 15.299679811400003 67.316303128300021 2.5480115570500002 23.234643166550004 20.940097048150005 95.590817286200021 96.811377277450006 103.58091484995002 68.519383356500015 82.092636011950006 168.75790693355003 14.828620505300002 100.13162306855001 11.976288766350002 78.349735295650007 12.050972309250001 242.64190980425005 229.52120806975003 78.494912034700022 80.371455809750003 98.362617618700014 82.204984254750016 24.142338514450003 95.99139754765001 14.184966829400002 81.98184222990001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 -10 -11 12 -12 -14 -15 16 17 -16 -18 22 21 -21 -20 -24 25 -25 -27 28 29 -28
right_child=1 -3 7 6 -6 8 -8 -9 9 10 11 -13 13 14 15 -17 18 -19 19 20 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.10004671676144675 0.051919328690688694 4.583089342005159e-05 -0.10004114741426254 0.086423247009903212 -0.075543113163943978 0.078727979506492421 0.007041514544582194 -0.0066531952176535243 -0.10006491345613407 0.089479205576437404 -0.100056581860806 -0.10002759140220625 0.055340657336425708 -0.1000279009700023 -0.0094297101210114777 -0.076423768664074201 -0.056929717502302281 0.072073600353632181 0.10002233528470078 -0.090431696760767954 0.03508077314290247 0.017576997184514956 -0.10006727945143719 -0.10004446072027123 0.10001928495515658 0.075623100978218005 0.023543045932882346 0.096882089884633593 0.058956410399279346 -0.074847572270241261
leaf_weight=0.0017752481246590115 0.0097358886250731302 0.43478814319769588 0.0026645135076108764 0.0031106364488096006 0.0078310610247612766 0.0019786457459289855 0.0061202281048950979 0.0027849166474311904 0.0028185659891255535 0.0033211331571010297 0.0014229097092437462 0.0019237783460539495 0.0049504061319427519 0.0011561385015939054 0.0037226760399562409 0.001879397660900394 0.0035762515418014109 0.0049859080872352024 0.0021617478923872105 0.0044592501421805153 0.0036153305049744233 0.0023701389419343855 0.0020247436654159392 0.0020820495413715881 0.0029135967452020841 0.0040075059454096609 0.0059231666440640041 0.0015014115399480934 0.002743624189591288 0.0055213735121029117
leaf_count=14 34 1532 43 18 114 14 55 23 82 14 27 27 28 94 35 17 49 18 4 91 36 29 23 25 8 20 186 10 15 215
internal_value=-8.72078e-05 0.00118196 -0.0060043 -0.00319698 -0.00742971 -0.00010631 0.0337917 -0.0523155 0.00239045 0.000203961 0.00446903 -1.65696e-05 0.0031366 0.00560049 0.00109436 0.00328011 0.00618262 0.0372332 -0.000120537 0.00504588 -0.0224773 -0.0529473 0.0150002 0.0081209 0.0169921 0.00588474 0.0170818 0.00212894 -0.00789798 -0.0239251
internal_weight=0.53987 0.444524 0.0953464 0.0898969 0.0806661 0.072835 0.00923086 0.00544943 0.0710598 0.0690811 0.0662625 0.0629414 0.0610176 0.0595947 0.0546443 0.0534882 0.0516088 0.00870858 0.0429002 0.0393239 0.0104447 0.00682939 0.0288792 0.0267175 0.0246927 0.0217791 0.0196971 0.0156896 0.0141882 0.0114445
internal_count=2900 1566 1334 1268 1195 1081 73 66 1067 1053 971 957 930 903 875 781 764 53 711 662 156 120 506 502 479 471 446 426 416 401
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=7 7 7 7 6 0 10 7 18 18 7 12 18 15 2 7 17 6 17 12 17 17 14 6 15 9 15 18 13 19
split_gain=0.000400516 0.00246618 0.00218957 0.00278951 0.00422642 0.00335402 0.0029695 0.00245947 0.00206648 0.00425437 0.00320173 0.002475 0.003115 0.00234575 0.00177934 0.00325205 0.00159445 0.00135474 0.00127006 0.00180632 0.00137646 0.00274775 0.00232473 0.00281865 0.00367671 0.00557676 0.00446415 0.00315271 0.00246213 0.00261205
threshold=24.373474566200006 24.575790737200006 23.974509389900003 24.052187734100006 14.755344756250002 89.057864029250013 75.403185184700007 23.9444576715 14.322090334300002 13.954623666350001 23.824098587650003 255.91119495340004 14.385463547100001 30.505324983850006 73.935594769650024 23.425421956250002 193.73902333365001 14.835346625500001 180.19381692845005 183.52328734125004 206.41783130310003 204.75389752000004 170.52070866230002 14.955349429350003 28.887316431450003 213.24207352880003 28.129673635100001 15.008481731450003 103.90352982555002 12.250988447150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 7 -4 6 -6 -5 8 9 -1 11 12 -10 14 -11 -16 -13 -2 19 -3 21 22 -20 24 26 -26 27 -24 29 -29
right_child=1 18 3 4 5 -7 -8 -9 10 13 -12 16 -14 -15 15 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.001524056657731929 -0.084651559588301659 0.020018497977138058 0.063755510845382973 -0.10008510755906713 -0.020870964561363267 0.05126012293900635 0.023914614762991126 -0.059328548972059462 0.030200297407322763 -0.050193647098821181 0.091592872962642902 0.077753922389950714 -0.1000336834739024 -0.076305586881036086 -0.05844085907235113 0.069763245475177357 -0.014393001535190936 -0.022375976997561567 -0.085099434636400961 -0.1000576524609101 -0.014805122259806092 0.065577515708275511 -0.084695739065869566 0.056956193417926043 -0.091510818843483166 0.035599421121844881 0.10001425756324074 0.009519877496187712 0.04925250109766096 -0.059496308032203085
leaf_weight=0.28293239692407168 0.0049031157368837333 0.0021895340992120751 0.011803825843101023 0.0052848366648845513 0.009873072680960604 0.018573981300505693 0.0030434557238976367 0.0071362927990321614 0.0036024656778295147 0.0077419922549526446 0.0060587363535091745 0.0051233416907265905 0.0037466646170862816 0.010765088049708993 0.0033742378647989568 0.0047835323092044746 0.0029642417692654632 0.012147677793713285 0.002872539900550918 0.0029282984692855507 0.034736989865939982 0.0077419439792585356 0.0038526735162918149 0.0097169396501612937 0.0093786979321206498 0.0054616250305614686 0.0051455546794727516 0.028509383096821495 0.011655971111125041 0.0067897764624831316
leaf_count=1089 55 90 33 39 33 33 27 11 19 17 16 28 87 28 45 12 30 33 20 93 444 27 22 32 77 35 7 329 47 42
internal_value=-8.64169e-05 -0.00450996 0.00160646 0.0214588 0.00788283 0.0262257 -0.0547712 -0.00124489 7.02737e-06 -0.00207466 0.0299894 0.00581072 -0.0361944 -0.0402595 -0.0158542 0.0167351 0.0439805 -0.0402839 0.000147046 -0.0486861 0.00213271 0.00858943 0.00329821 0.00645215 -0.000479886 -0.0447309 0.0112567 0.00226776 0.00940312 -0.00375535
internal_weight=0.534839 0.148031 0.386808 0.0485792 0.0367753 0.0284471 0.00832829 0.338229 0.331093 0.309597 0.0214955 0.0154367 0.00734913 0.0266649 0.0158998 0.00815777 0.00808758 0.0170508 0.13098 0.00511783 0.125862 0.0911251 0.0833832 0.0805106 0.0707937 0.0148403 0.0559534 0.0508078 0.0469551 0.0352992
internal_count=2900 1353 1547 165 132 66 66 1382 1371 1191 180 164 106 102 74 57 58 88 1265 183 1082 638 611 591 559 112 447 440 418 371
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=18 5 7 10 13 5 6 0 8 3 6 8 8 4 0 3 2 18 19 4 13 8 7 0 13 12 0 7 6 5
split_gain=0.00041441 0.00154724 0.00074457 0.00106085 0.00112247 0.00217627 0.000945066 0.00234216 0.0015691 0.00183214 0.000970364 0.00141828 0.000985066 0.0018674 0.000962354 0.00302698 0.00198552 0.00164828 0.0039468 0.00129037 0.00119888 0.00177111 0.00156183 0.00287408 0.00219602 0.00474403 0.00154371 0.00229052 0.00110887 0.00486103
threshold=11.257534840550003 28.372909273050002 18.446911739150003 55.855406118200008 120.16332459850001 32.00428233840001 18.025421161100002 86.232294534150014 8.8430989333000021 92.243686913800005 16.770391837550005 8.2435668022500028 8.7431769115000026 193.80606919430002 86.001087134900004 93.716961969300016 59.615984903700003 13.086509421050001 14.251149826300002 141.65724256140001 117.70876232545002 8.6432548896500023 22.726915405250001 85.775256651950016 117.59047016770002 115.61167718145002 85.678472159250006 19.617375644250004 16.455384477450004 22.852794041600003
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 10 -10 12 -12 14 -14 15 -5 -17 18 -16 -19 21 22 24 -24 25 -18 27 -27 -21 -30
right_child=2 -3 3 4 5 -7 7 -9 9 -11 11 -13 13 -15 17 16 20 19 -20 28 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.044926185152819438 -0.041035752510525755 0.088112658581016537 0.057139104714358957 -0.07378319149640232 -0.091444758902627599 0.03155313803367104 0.08483116777073757 -0.020086446030852516 -0.0047259520373691653 -0.079030832340800813 -0.020532657359606823 0.10002313912714372 -0.016342271100823175 0.054436007247584677 -0.0091627431584945032 -0.10012663029786313 -0.10009942566694721 0.065396201051883068 0.081054551547091291 0.0013245278816660245 0.027296618484840902 0.058829313461674859 -0.10005339178869932 0.0051637217384673337 0.028398921111242054 0.026039834538122499 0.067091569418964325 -0.10002317835672177 -0.032722316950100916 0.036291952135594607
leaf_weight=0.0014800800858032473 0.0044535529226743522 0.0021354297309346126 0.0032321642734340897 0.0070704789445849908 0.0036678721990170962 0.00236675839551026 0.0043250744926943696 0.0041881013521560817 0.0086037119819124541 0.0054017621311146522 0.0016785198677303761 0.0023311299228225835 0.00636956704693148 0.0089873502136583738 0.011388809995835913 0.0020857265153608742 0.0057372913044257392 0.0029656158876605323 0.0084447784320218489 0.32937451884200664 0.011934608925002976 0.0035701063252968615 0.0052441988902819925 0.0051413347852928837 0.012651308398466898 0.0044396013811436319 0.0035308011700934117 0.0021341763739124095 0.038349239294651838 0.013906947681789461
leaf_count=25 66 47 30 40 51 6 39 16 29 32 54 5 14 31 37 5 44 4 16 1938 34 14 57 19 34 23 13 74 79 24
internal_value=-8.87072e-05 0.0336506 -0.000321691 2.75951e-05 -0.000330221 -0.0432055 0.000177249 0.0332164 -0.000383782 -0.0333846 0.000564622 0.0495561 0.000158192 0.0250794 -0.000659624 -0.0121005 -0.0043772 0.00113784 0.0292501 -0.000311911 -0.00070499 -0.00857772 -0.0147675 -0.0479659 -0.00266694 -0.0274761 0.0137587 -0.0148865 -0.000822523 -0.0143555
internal_weight=0.527191 0.00361551 0.523575 0.519122 0.515889 0.00603463 0.509855 0.00851318 0.501342 0.0140055 0.487336 0.00400965 0.483326 0.0153569 0.46797 0.0635396 0.0564692 0.40443 0.0198336 0.384596 0.0543834 0.0424488 0.0388787 0.0103855 0.0284932 0.0158419 0.0101046 0.00657378 0.381631 0.0522562
internal_count=2900 72 2828 2762 2732 57 2675 55 2620 61 2559 59 2500 45 2455 357 317 2098 53 2045 312 278 264 76 188 154 110 97 2041 103
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=16 3 9 10 17 10 13 13 13 9 7 2 10 2 4 10 3 10 7 19 17 18 15 16 17 3 13 17 13 19
split_gain=0.000391398 0.00199016 0.00324908 0.00199148 0.00361323 0.00184527 0.00146612 0.00319033 0.00257743 0.00276792 0.0027193 0.00343372 0.00303327 0.00200318 0.00464754 0.00285234 0.00249794 0.00205563 0.00163185 0.0013521 0.0029216 0.00329994 0.00281103 0.00220419 0.00187644 0.00141567 0.00131577 0.00129887 0.00129401 0.00272516
threshold=22.624947093000003 93.308316333450009 197.19111486365003 62.079186690200011 200.96259924040001 62.057679025150001 117.38883580790001 117.34850893595002 117.47217800995001 197.33595066125002 23.699538637550003 213.18429240960003 61.993156030000002 192.12593012350001 304.31890565600003 62.00390986255001 93.206154924500012 61.960894532450006 22.786890330450003 14.551174033150001 184.84480138465003 13.086509421050001 42.133814420300006 22.704946905950003 187.45953903175004 94.147115270150024 117.66037007905001 191.27887671285004 115.25151159420001 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 -2 -4 -5 19 7 28 -8 13 12 -12 -11 15 -15 16 -10 26 -17 20 23 24 -21 -3 -22 27 -18 -23 29 -1
right_child=1 5 3 4 -6 -7 8 -9 9 10 11 -13 -14 14 -16 18 17 -19 -20 22 21 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00032884618501258716 0.070635152717838004 -0.083276861029968494 0.031644127727222221 -0.073646226913866408 0.0298519938841336 -0.067024034598955479 -0.043411191705167128 0.099847563748399426 -0.1001512065358714 -0.0082936564173500763 0.054619429308733272 -0.046249434817331098 -0.1001181284617394 -0.10011599780130392 0.034082303386740745 0.070568964849087465 -0.10007287305122697 0.051311852570244655 0.018496607156504394 -0.055915034349274473 0.024380560366721205 -0.07337165205912391 0.025998468592365299 0.00096132864374724085 0.092097905531008217 0.034480917764699907 0.026538436134468164 0.0036024805165825861 0.018683130807223506 -0.082815635784301928
leaf_weight=0.280631877222911 0.010587566479443894 0.0049036360381693395 0.01420021390185866 0.0067605391022880212 0.0067319259760552086 0.004495508125720255 0.020885897100267684 0.0032816600655678476 0.0028362497105263182 0.006589792883460178 0.0067161343031330034 0.0067834990420294616 0.0079223704162902919 0.0047375569686805008 0.0056682847959761834 0.010990184529418912 0.0020830881206244101 0.0047565832179863321 0.013302737283481747 0.010745159255328929 0.0086621710486980419 0.0042968892522043944 0.0068666709257865213 0.0084742117388714178 0.007755852790893413 0.0045818883920955853 0.0013545111932842246 0.0044754509135600529 0.035730964688758027 0.004063186088501424
leaf_count=2092 24 21 26 16 24 34 35 7 4 10 10 32 30 24 30 23 8 9 24 42 22 19 31 33 22 27 51 21 136 13
internal_value=-8.84451e-05 0.00541634 0.0235182 0.00550422 -0.0220069 -0.00520226 -0.00145088 0.00174989 -0.0124003 -0.00361702 -0.0283712 0.00393332 -0.0584218 0.0115464 -0.0270153 0.0229062 -0.0192648 0.00873243 0.0420543 -0.000628337 0.00890181 0.0263442 -0.0239778 -0.0299161 0.0563701 -0.0105704 -0.0501844 -0.0341012 0.000745215 -0.0015061
internal_weight=0.521872 0.103538 0.0382802 0.0276927 0.0134925 0.0652574 0.418335 0.323708 0.0946269 0.073741 0.0280118 0.0134996 0.0145122 0.0457292 0.0104058 0.0353234 0.0110304 0.00819418 0.0242929 0.0607619 0.0431501 0.0297723 0.0176118 0.0133778 0.016418 0.0133542 0.0034376 0.00877234 0.320426 0.284695
internal_count=2900 362 90 66 40 272 2538 2248 290 255 82 42 40 173 54 119 72 68 47 238 165 111 73 54 44 67 59 40 2241 2105
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=19 3 18 18 5 18 15 7 8 9 7 2 2 15 18 18 4 8 3 17 8 0 16 10 3 3 18 6 10 7
split_gain=0.000401636 0.00126855 0.00282419 0.000721787 0.000794371 0.000651554 0.00150909 0.000803685 0.00173101 0.00280807 0.00152357 0.00261652 0.00276701 0.0022039 0.00216471 0.00295015 0.00133754 0.0017429 0.00370675 0.00139085 0.00370304 0.00331944 0.00243553 0.00165719 0.00134255 0.00270087 0.00131422 0.00241769 0.00282295 0.0017163
threshold=14.651182102100002 92.913112988300014 13.434779691800001 11.257534840550003 28.372909273050002 11.780121045600003 28.321365561200004 20.778835947700006 4.9461400813500012 70.238863950400017 22.087764922150004 195.80507463585005 50.734033752200013 42.914654887700003 12.868666868750003 12.903279561150002 143.35918460430003 8.8430989333000021 92.243686913800005 184.18061320350003 8.4434108459500017 97.32487278035002 12.644970430600003 90.235408690400007 83.799239926100014 85.347791809200018 13.086509421050001 16.525386113000007 61.944763783650011 22.580174331950005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 9 -7 11 12 -9 -14 -12 -16 -17 19 -19 20 21 24 23 -23 -18 -26 27 28 -21 -28
right_child=1 2 -4 5 -6 7 -8 10 -10 -11 14 -13 13 -15 15 16 17 18 -20 26 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.021024468867526604 0.050916665025468481 0.041169195858243357 -0.051513791433691961 -0.10006367315409664 0.085781482471720044 0.02375908573091334 0.016587104304978548 0.01878942379373964 0.095830527910885657 -0.084127772055240899 0.048796055049291492 0.037420349684683184 -0.094050424749120107 0.0042761632211879659 -0.074889020434902781 0.051473482436727606 -0.10012624856165531 0.0070325193675365221 -0.10007121957556452 -0.058750244317302663 0.046607995512619939 -0.066782332294968549 0.035708165082195861 0.056394523111299048 0.0141870769056439 -0.081092991346633961 0.040187432162480448 0.073312392759355458 0.027531803653985717 -0.00070732799676607788
leaf_weight=0.0010789368685898406 0.0062964544704300343 0.006797715963216433 0.0063672290816043642 0.0021205247924852002 0.001963845555724486 0.016459789112776291 0.0023249530402122964 0.0048432986682200715 0.00253584694748099 0.0028268477075656931 0.0088384139384771743 0.0049041629408920198 0.0094371884900187469 0.0030055474821892867 0.0053650490503894246 0.0049376230035704785 0.0057906403501419837 0.0079766840078505652 0.00543174486094511 0.0050876381386562577 0.0074995587376217579 0.0055922440959831335 0.0092007355251553236 0.0013573283265828628 0.0050714544460106481 0.0071971935721644176 0.010589690751309833 0.0071520135505744866 0.014889321848724713 0.33224411155333849
leaf_count=24 13 27 21 45 47 112 13 12 24 128 31 66 97 10 13 11 18 30 39 15 26 134 40 105 20 27 53 18 59 1622
internal_value=-9.22771e-05 0.0139996 -0.00365695 -0.000645503 0.0479093 -0.000945377 -0.0390562 -0.00059837 0.0181586 0.00794608 -0.00147597 -0.027048 -0.0453381 -0.0702996 -0.000198568 -0.00119317 -0.000273721 -0.000874803 -0.0363551 0.000280815 -0.0170304 -0.0309815 0.00195812 -0.0427245 -0.0604391 -0.0417074 0.00223246 0.02342 0.0055579 0.000555858
internal_weight=0.515184 0.0194614 0.0131649 0.495722 0.00304278 0.49268 0.00444548 0.488234 0.0218225 0.0192866 0.466412 0.0221902 0.017286 0.0124427 0.444221 0.435383 0.430018 0.42508 0.0134084 0.411672 0.0417092 0.0342096 0.0161503 0.00694957 0.0180593 0.0122686 0.369963 0.027129 0.019977 0.342834
internal_count=2900 61 48 2839 71 2768 58 2710 264 240 2446 185 119 107 2261 2230 2217 2206 69 2137 370 344 279 239 65 47 1767 92 74 1675
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=0 9 6 8 4 6 6 6 7 6 2 9 9 7 18 8 19 5 5 10 3 13 10 5 16 19 10 9 4 0
split_gain=0.000409627 0.000997686 0.00234816 0.00210204 0.00132294 0.000826829 0.00190045 0.00157643 0.00225004 0.00147357 0.00210239 0.000826825 0.00156403 0.00108543 0.000870949 0.00080109 0.000737136 0.000906167 0.00169483 0.00209756 0.00184876 0.0015104 0.00429378 0.00285909 0.00111788 0.00325089 0.00268876 0.00524545 0.0037744 0.00325375
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 375.86663358980007 16.475384944750001 16.525386113000007 16.395383075500003 19.617375644250004 16.665389384150004 121.41360778140002 199.02473417820002 190.24759545780003 21.725272673150005 12.918470885650002 10.441851282850001 14.651182102100002 25.556820288350004 23.953129400350004 62.009286778800011 93.249170254600017 117.62810858150002 61.982402197500001 22.732890661650003 22.604947139800004 14.351157895250003 62.175971182900007 197.58039077460003 225.05241822990004 86.458125017100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 -1 -8 -11 12 -4 15 -15 -13 17 18 21 -20 -21 22 -2 -23 26 -26 27 28 -24 -28
right_child=16 2 11 -5 -6 6 9 -9 -10 10 -12 13 -14 14 -16 -17 -18 -19 19 20 -22 23 24 -25 25 -27 29 -29 -30 -31
leaf_value=0.042404473460305653 -0.10010525396378434 -0.10004303167438761 0.010469215638514254 0.098626488445339722 -0.10003352970282497 -0.074305601787395606 0.039388423834259917 0.097716450925425219 -0.10002009092900971 0.042019525723312343 -0.10003846624981855 -0.065018276853398158 -0.067122937753063563 0.089562570942431141 0.009459136140898862 0.013354953339036933 0.023624347153833283 0.039326143174952574 -0.085214686477338944 -0.055102653675338814 0.051444918409583242 -3.7827387599563009e-05 0.040219864364263086 0.064583056334975811 -0.022896097384388775 0.029598663230132695 0.060890105540087669 -0.078967066670895203 -0.03640574447698882 -0.00067542073533725315
leaf_weight=0.0036099140643805335 0.0043242343684255493 0.0034023920762884094 0.004868552770150858 0.0022044392343332211 0.0013393027285367098 0.0036269164180477995 0.006481950021676397 0.002321423852365001 0.001601249290809903 0.0018831763332033125 0.0023317290013549208 0.0025654369081697936 0.0055698456588354275 0.0020763140648014655 0.0039198847283987703 0.0026528447207176953 0.01376976519532036 0.0058217636053381474 0.0052074076728847452 0.0031545937094961118 0.0033663505532075533 0.019956368040880079 0.01198760412808042 0.010422525193462207 0.017110628099231917 0.03798757182812551 0.0088458645245736989 0.012888671232857973 0.013861683223094445 0.29039126318543079
leaf_count=20 12 40 24 10 36 19 39 13 55 59 128 32 41 15 37 12 32 35 30 19 21 36 17 22 52 79 18 32 26 1889
internal_value=-0.000103169 -0.00865577 -0.0228141 0.00531033 -0.00355814 0.00235363 -0.011751 0.0291747 -0.00135874 0.00945898 -0.0365684 -0.0106788 -0.0309333 0.00817399 0.0371967 -0.0251753 0.000836775 0.000132169 -0.000387001 -0.0378904 -9.88898e-05 0.000641231 -0.00100167 0.0221326 8.858e-05 0.0132965 -0.00206464 -0.0268544 -0.000870627 0.00114454
internal_weight=0.509552 0.0504554 0.0250553 0.0254001 0.0231957 0.0218564 0.0143238 0.00753259 0.00521116 0.0106969 0.00421491 0.0216529 0.0104384 0.0112145 0.0059962 0.00521828 0.459096 0.445327 0.439505 0.0117284 0.00652094 0.427776 0.397398 0.0303789 0.393073 0.0550982 0.337975 0.038738 0.0258493 0.299237
internal_count=2900 580 201 379 369 333 245 88 75 226 187 161 65 96 52 44 2320 2288 2253 70 40 2183 2125 58 2113 131 1982 75 43 1907
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=9 7 8 9 4 4 6 10 7 4 16 12 9 16 5 17 15 19 15 9 16 7 7 18 0 0 13 6 0 16
split_gain=0.00046453 0.00150496 0.00630361 0.0038798 0.00294824 0.0024844 0.00170284 0.00404805 0.00185353 0.00422851 0.00420624 0.00422701 0.00307436 0.00175954 0.00227763 0.00361422 0.00232279 0.00304055 0.0029086 0.00414105 0.00277704 0.00274354 0.00298793 0.00222222 0.00190205 0.00223567 0.00171261 0.00166079 0.00353149 0.00283938
threshold=195.97407267990005 23.031046061850002 8.6432548896500023 198.12670160920004 222.56810966585002 264.79423843360001 16.505385645700006 64.221887820150016 24.176224535650004 169.78633280640003 20.604951816700005 198.76868305175003 201.63419974125003 22.644947046300004 18.725555412050003 197.94573456765002 27.122924609850003 12.951044929850001 28.566186095050004 214.22994816675003 18.684956306450005 24.639960683050003 24.891451065550005 15.606027545000002 97.835679825150024 98.031937268650012 117.66037007905001 15.925372093750001 88.232507383150008 18.984955604900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 8 26 10 -10 -5 -12 -13 14 16 -16 17 21 -18 20 -20 -11 -23 -24 -25 -26 -8 29 -29 -17
right_child=1 3 -4 6 5 -7 7 -9 9 13 11 12 -14 -15 15 27 18 -19 19 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0033801312916523227 -0.10020478878067765 0.0033113006384464928 0.0056129724225141859 0.057668410087387538 0.094103334746109157 0.025113023984127306 -0.092264755534173681 0.045000081001611028 -0.091408486441622069 -0.077755307761384534 -0.031646740065150739 0.053995182514916279 -0.013890782808769523 0.05035879610024916 -0.10007445444920571 0.035946815060525168 0.070083056362622853 -0.058326694744467333 -0.10007812426269008 0.076959505894328178 0.017793340145362335 0.078923409906831471 -0.058145622995944404 0.083258254173982582 -0.09266001481613037 0.013598535228742501 -0.0084175295555996097 -0.038603111939763596 0.070062220813556536 -0.058564105890985707
leaf_weight=0.23308874067996349 0.0071774176126559999 0.016318585454218479 0.026103557082183482 0.017756658093048827 0.010572773597431251 0.010309312486135688 0.0074318385876139814 0.0048246044552797676 0.0053930012074232528 0.0035802005397727035 0.022102847775840928 0.016733708334385256 0.011093645627124005 0.0063536017069054642 0.0054347430804766441 0.0044092679249565772 0.010819156823117737 0.0091125865715504517 0.0041780800741761936 0.0044118448367562743 0.0038320018825288571 0.0059280566135839754 0.0052088207815897949 0.0033933464146684847 0.0022063141950638956 0.019308952736482254 0.0036238529788192864 0.0058247375857263251 0.0061468091471397202 0.011390653763548642
leaf_count=1679 13 32 120 37 15 41 32 16 35 14 38 26 39 28 55 39 30 97 34 25 18 10 39 13 5 255 26 20 27 42
internal_value=-0.000106948 0.00270854 -0.0172078 0.00549707 0.0351571 0.0600434 -6.04689e-06 -0.0314284 0.0026968 -0.00492657 0.0158665 0.00100054 0.0269318 -0.000745107 -0.00383197 -0.025497 0.00616272 -0.0062422 0.0321768 -0.00083859 -0.0436887 0.0057355 0.0140282 0.00125477 0.0136764 0.0027021 -0.0647812 -0.0109025 0.0171913 -0.032189
internal_weight=0.50407 0.270981 0.033281 0.2377 0.0372007 0.0208821 0.200499 0.0158803 0.184619 0.116932 0.0676869 0.0499302 0.0278274 0.111539 0.105186 0.0332062 0.0719794 0.0487383 0.0232411 0.0124219 0.00801008 0.0396257 0.0360455 0.0301174 0.0249086 0.0215153 0.0110557 0.0277715 0.0119715 0.0157999
internal_count=2900 1221 133 1088 88 56 1000 74 926 786 140 103 65 751 723 183 540 433 107 77 52 336 322 312 273 260 58 128 47 81
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=3 9 9 7 17 5 3 5 16 9 2 19 10 9 19 9 7 13 13 15 5 16 16 16 8 5 0 9 16 8
split_gain=0.000410293 0.00106874 0.00108628 0.000742378 0.00108058 0.0012426 0.000986959 0.00203438 0.00107615 0.00103606 0.00229892 0.000617786 0.00107397 0.000975179 0.000778105 0.00181148 0.00326372 0.000991978 0.000739369 0.00121347 0.00379648 0.00324993 0.00189015 0.00157728 0.00421908 0.00235947 0.00204072 0.00127035 0.00112082 0.00326267
threshold=108.3367972827 65.407743180450012 66.290220196950017 19.874819532250005 166.83257850275001 28.372909273050002 94.92945658615001 30.133297129900004 22.764946765650006 186.67271206880002 122.26439358135001 14.651182102100002 61.82916008405001 199.46724415935003 14.551174033150001 190.77452831370002 23.124786352450005 117.69263157665002 117.68187774410002 44.34858359035001 24.301614351200005 22.604947139800004 22.674946976100003 22.624947093000003 8.543332867800002 21.072315829300003 86.280686780500005 203.83507631320003 22.554947256700004 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=3 -2 -3 4 5 -1 8 9 11 10 -8 12 -5 -13 17 -16 -17 18 19 23 27 -22 -23 28 25 -25 -27 -21 -14 -30
right_child=1 2 -4 6 -6 -7 7 -9 -10 -11 -12 13 14 -15 15 16 -18 -19 -20 20 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.05567070469586835 -0.10005823312764023 0.056242625893104685 -0.051668472340079513 -0.056303292558934494 0.041707947321937201 0.043356181049080872 0.087178527721706534 0.026481152229709138 0.046525403355381807 -0.10004842852504442 -0.10004119279357077 -0.0069048213761264843 0.0015262610866352989 0.043697038168241727 0.023156924948714748 -0.08542118405751209 0.00045060590943487476 0.036047013608802039 -0.043082225975487415 -0.10007022284570727 0.076727982515043702 -0.10005579358457933 0.049572370546174763 -0.03976902256203875 0.070038545021307644 -0.009499313491865129 0.049390482390130136 -0.01983366512630912 -0.046579307693516057 0.0046488515502314766
leaf_weight=0.0030577978783057356 0.0014759832372846218 0.0018042415124455147 0.0019314829351050056 0.0034842595507362231 0.0097788652084531691 0.0021638345725811803 0.0011639657030120265 0.0038137360601359083 0.0049557973361515897 0.0037073377875147528 0.001502508948354575 0.0073095921437698061 0.28787364828439033 0.0079513046275678789 0.007771267577656892 0.0074562679410469781 0.010890604798305503 0.0076990364466382735 0.0039787430934268278 0.0056752197698699824 0.0047478364759632186 0.0024297055095966746 0.001293801116957205 0.010063700348837301 0.011903164657269372 0.012579557718709111 0.011056253504648339 0.0030249938250248576 0.019698583487164356 0.033704213981764042
leaf_count=40 20 8 119 20 66 12 42 26 18 69 55 21 1884 20 20 27 35 19 10 39 24 58 14 21 31 33 25 17 44 63
internal_value=-0.000104743 -0.028015 0.000449313 0.000191669 0.0220954 -0.0146342 -0.000498982 -0.0312893 0.0001748 -0.0658559 -0.0183163 -0.000323915 -0.00100188 0.01946 -0.000565795 -0.0173082 -0.0344482 0.000486045 -0.000184949 0.000237467 -0.0257749 0.0218764 -0.0480647 0.00139202 0.0188593 0.000782 0.0180479 -0.0721726 -0.000942023 -0.0142476
internal_weight=0.495947 0.00521171 0.00373572 0.490736 0.0150005 0.00522163 0.475735 0.0101875 0.465548 0.00637381 0.00266647 0.460592 0.445331 0.0152609 0.441847 0.0261181 0.0183469 0.415728 0.408029 0.404051 0.0171716 0.00847134 0.00372351 0.386879 0.0456027 0.0336995 0.0236358 0.00870021 0.341276 0.0534028
internal_count=2900 147 127 2753 118 52 2635 192 2443 166 97 2425 2384 41 2364 82 62 2282 2263 2253 152 96 72 2101 110 79 58 56 1991 107
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=16 16 9 16 0 0 15 0 10 0 15 16 15 16 17 6 9 18 9 19 13 13 6 18 8 16 9 9 10 13
split_gain=0.000393157 0.00295355 0.00459391 0.00205624 0.00268728 0.00451094 0.00421 0.00273785 0.00253226 0.00267692 0.00197746 0.00205094 0.00327219 0.00281472 0.00189952 0.001553 0.00145528 0.00254905 0.0024675 0.001819 0.00124157 0.00360167 0.00279204 0.00185407 0.00242576 0.00147949 0.00122317 0.00187093 0.00137538 0.00165617
threshold=18.594956516900002 18.384957008000004 187.38923140910003 18.984955604900005 96.249489528150022 94.047642319350018 28.777417478550003 93.679323555450011 70.085415002650009 94.776214472700005 31.385732506450001 17.844958270700005 26.870208776000002 17.534958995600004 194.76181357870004 14.875347560100002 205.70977008025002 15.532509816950002 202.89977928865002 12.851036860900001 104.02719889955002 104.12129493415001 13.915325129350002 14.255915995100002 4.9461400813500012 14.614965823850001 193.75542554275003 201.78065190905002 68.214248143850014 97.873318238950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 7 -7 -2 -5 -10 11 13 15 16 -15 -13 18 -18 20 -19 22 -22 26 24 25 -23 28 -28 -1 -30
right_child=3 2 -4 8 -6 6 -8 -9 9 -11 -12 12 -14 14 -16 -17 17 19 -20 -21 21 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.059328872554730884 0.0092439988492009125 0.067582263996880138 -0.10015145558686145 0.00097709551090847122 0.091558945063405672 0.030387050448834288 -0.10008258429442261 0.098200248071871429 -0.10005244465067327 0.0029584384343619499 -0.10003936500520674 -0.062053003525155019 0.082684771109658342 -0.10008423807722809 0.024162460755624934 0.047323789868163442 -0.10004822060206522 0.0031585831161559485 0.062390849669093064 -0.10001645781461332 0.10003728242924564 0.061645319705838413 -0.10007798429787849 -0.028799742456526018 0.098485725290189854 -0.04847788129090766 -0.086855896401653962 0.0093484363532555081 -0.0023162880906110101 0.041844086358136579
leaf_weight=0.0031512834041196652 0.00765587023616221 0.0021455834554728881 0.006832550278228211 0.31104276205959908 0.0052942931724828659 0.0046692864618762542 0.0052585798064228584 0.0063126594936875335 0.0051822063896906911 0.0049157076255141874 0.0019774581406704064 0.0033493050484025844 0.0072855028967416802 0.0047457641325108898 0.0016611911444437411 0.0021196973750505776 0.0035778704939755093 0.016241427804605468 0.0071286870556990225 0.0019096832290994561 0.0045841400933568357 0.0019139503913175732 0.0030356410460846269 0.0098164491011836219 0.0035355355096271524 0.0033647277476052187 0.0039437015691063948 0.0041473237369975546 0.03303499900584117 0.011431329078044783
leaf_count=55 37 22 74 935 17 13 34 15 45 15 59 38 16 84 23 15 43 205 38 56 6 28 45 31 7 98 74 24 644 104
internal_value=-0.000107381 -0.00456761 -0.0600667 0.00168691 0.027098 0.0128165 -0.0387199 0.0494451 -0.000622877 -0.0499063 -0.00079151 0.000718424 0.0388002 -0.00342506 -0.0678696 -0.0196603 0.000300852 -0.022903 0.0059604 -0.00769649 0.00105216 0.020631 -0.00668509 0.00109281 0.0343843 -0.00854926 -0.00159598 -0.0375432 0.00451205 0.00903639
internal_weight=0.491265 0.140934 0.00897813 0.350331 0.0291907 0.0238964 0.00992787 0.0139685 0.321141 0.0100979 0.131956 0.129978 0.0127545 0.117224 0.00640696 0.005469 0.110817 0.021729 0.0890878 0.0181511 0.0819591 0.0232148 0.0587443 0.0186307 0.00881421 0.00527868 0.0557086 0.00809103 0.0476176 0.0444663
internal_count=2900 1789 96 1111 116 99 47 52 995 60 1693 1634 69 1565 107 53 1458 304 1154 261 1116 170 946 164 133 126 901 98 803 748
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=10 5 19 16 5 15 6 4 17 2 9 9 8 18 5 4 19 15 4 4 13 9 9 18 9 17 17 7 6 9
split_gain=0.000391501 0.00154744 0.000604614 0.00135904 0.000988466 0.00112002 0.000923051 0.000957114 0.00140937 0.000904443 0.000793461 0.000569345 0.00194767 0.00265073 0.000914849 0.000780871 0.000736224 0.00157331 0.00191087 0.00157324 0.00359304 0.00176818 0.0025492 0.00223372 0.00197238 0.00205138 0.00269464 0.00188658 0.00183194 0.00132663
threshold=90.740838818900016 7.7286379265000011 10.550851274900003 11.934972090850001 1.7284709126500002 11.896459116400001 13.200308423050002 414.71662522785005 168.97717400795003 339.55821382900007 53.944017839150007 38.136666659400014 1.3489472949000001 16.118666550000004 2.7861270712500006 249.88694723220001 12.651020723000002 22.129384464550004 254.49455531690003 308.81208715255008 97.873318238950006 205.70977008025002 202.80137809380003 15.711526640050002 201.44620319810005 183.23782055230001 177.83257937300002 21.403954852200005 13.855323727400002 52.394053035900008
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -1 10 7 8 -7 -4 -6 12 13 14 -5 -16 19 18 -18 20 -13 22 24 -23 25 26 27 28 -22 -19
right_child=1 -3 3 11 5 6 -8 -9 -10 -11 -12 16 -14 -15 15 -17 17 29 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.1000170181554727 -0.10001290711650929 0.028955957850490877 -0.077683858522948582 0.092731305569095354 0.010283281974965634 0.030220944387634292 0.086678894361501058 0.06699555068397943 -0.10003261447224224 0.019870681854124862 -0.10004733990498627 -0.10004008961235683 -0.10003395608216144 -0.10004215556607875 0.071014997367044141 -0.042820808866905584 -0.10009142994338034 0.045082213942343123 -0.012387453215092383 0.038195042843096022 -0.10003091538445744 -0.10004782502487775 0.08536829086109568 0.0018147601898457922 -0.057590028608628378 0.065080517429920645 -0.10009861628182488 0.055537375499781522 0.033897921820542111 -0.00053403829756581186
leaf_weight=0.0014485085848718474 0.0017740834114233764 0.001956194106663256 0.0036786694088002383 0.0021079903331155947 0.0013067198207679098 0.0020689420065104214 0.0021492721627328487 0.0018529746540352221 0.0013879965278249529 0.0012813936486946176 0.001300610290665638 0.0032415393713361015 0.0024862247912516011 0.0017606383494452871 0.001012950507079946 0.0014874525821231277 0.0033633575902385438 0.0064849711381818045 0.0095042841371032957 0.015683829179123018 0.0020340069053190746 0.0028708446198271185 0.0053032958549010792 0.0086068265338781202 0.0037785119566251515 0.0069044674978613321 0.0023202004667908236 0.0059281196437268591 0.0020513508030313155 0.37741011905567873
leaf_count=3 240 89 146 8 27 48 13 11 42 16 21 67 53 44 11 51 59 41 87 115 26 33 14 44 10 23 13 18 76 1451
internal_value=-0.000108968 -0.0323804 0.0001414 -0.000414064 0.0227797 0.0116657 0.0313865 0.00900608 -0.0220772 -0.0524814 -0.0447528 0.000142116 -0.0249713 0.00433023 0.0442057 0.00329577 0.000630355 -0.000916346 -0.0353116 0.0110807 0.00119995 0.00944601 0.0228648 -0.0236635 0.00846335 0.0214367 -0.00299535 0.0195042 -0.0327822 0.000236537
internal_weight=0.484546 0.00373028 0.480816 0.469301 0.011515 0.0100665 0.00745919 0.00530991 0.00345694 0.00496006 0.00260733 0.464341 0.00885526 0.00636903 0.00460839 0.0025004 0.455486 0.396763 0.0128676 0.058723 0.0430392 0.0397976 0.02832 0.0114777 0.0230167 0.0192381 0.0123337 0.0100135 0.00408536 0.383895
internal_count=2900 329 2571 2406 165 162 114 101 90 162 48 2244 167 114 70 62 2077 1638 146 439 324 257 180 77 166 156 133 120 102 1492
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=17 17 18 15 0 13 2 9 12 18 8 7 4 9 18 12 7 7 10 12 4 18 0 7 0 9 7 0 0 7
split_gain=0.000379799 0.00213075 0.00148312 0.00565158 0.00402885 0.00217395 0.00271114 0.00213391 0.00163674 0.00218361 0.00476955 0.00171695 0.004091 0.00348662 0.00392947 0.0026576 0.00234199 0.00288015 0.00194373 0.00170795 0.00405454 0.00276271 0.00327248 0.00308043 0.00239515 0.00235321 0.00381 0.00232955 0.00207642 0.00426534
threshold=187.98346801990002 187.85189879645003 13.278511569200001 41.863529088250004 86.345209775600011 117.64961624655002 108.54085696455002 190.58777288605003 103.44931853055 13.987466292050001 8.1436447804000007 23.124786352450005 178.01822304010003 190.58777288605003 13.451704604950001 114.86856072930001 22.660992635700001 22.597569836950004 70.343506983200015 148.24135922650004 221.58417634125001 13.713893333650001 87.181320254150009 23.738191650050002 86.597924839850023 199.21354841250005 24.373474566200006 95.002044955650021 94.047642319350018 24.639960683050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 -5 9 -4 -11 13 -13 16 -15 -14 17 18 -10 28 -21 22 24 -23 -22 26 -25 -28 -17 -30
right_child=2 -3 8 7 -6 -7 -8 -9 11 10 -12 12 15 14 -16 19 -18 -19 -20 20 21 23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.0027263522197324449 0.026079642076796986 -0.088814708453240215 0.0081003408619206279 0.0038644597512992904 0.082667687594648764 0.058830527739902418 -0.048471711602644692 -0.10011116552515785 0.058970778628355119 0.024716101868741663 -0.085491864520347752 0.087755193804021026 -0.050023650397631264 -0.011390384770191123 -0.10013265559971268 0.045330775653108168 0.052410332856872556 -0.10032738576015227 -0.057897265517785429 -0.075813137572784323 0.025775819411947662 -0.059895861630240604 0.076504274751034926 0.065091464973122154 -0.033294624106643161 -0.0087295834225264695 -0.10003821678882488 0.0077712174401569321 -0.10011155436550812 0.025832294937642625
leaf_weight=0.13289204562755236 0.012014752592222067 0.0029386078361746107 0.01281927023956092 0.0033347417631652831 0.011782364206737839 0.0075052353977298472 0.0082121017348333325 0.0048367295433868751 0.0041082907805609359 0.0060814453741686583 0.011084243465371735 0.0057982439830084323 0.0091764928262989542 0.013022900602986484 0.0080889176421414383 0.02078754907796565 0.0085537521495417934 0.0030206634286287226 0.0021773799589226428 0.0066305591899435959 0.027609676705317554 0.0091033864822640531 0.0096577316217008047 0.013026920849997126 0.0091354784090071917 0.080881878939775803 0.0022462782659147243 0.018604281362454955 0.0035021074126007088 0.011582671107026599
leaf_count=1152 30 12 20 28 22 16 24 36 22 39 47 11 35 33 22 50 35 4 39 14 80 53 17 38 15 530 25 331 31 89
internal_value=-0.000110837 -0.00458882 0.00165534 0.0180246 0.0336799 0.0128668 -0.0041882 -0.0576792 -0.000975543 -0.023127 -0.0464475 0.00151479 0.0048338 -0.0178807 -0.0453917 0.0026675 0.014639 -0.0200778 0.0184872 0.00494002 0.000905386 0.00389299 0.0247044 -0.00390363 0.0110899 0.000538 0.0226642 -0.00384334 0.0248359 -0.00340704
internal_weight=0.480217 0.135831 0.344386 0.0476859 0.0395145 0.0277321 0.0202269 0.00817147 0.2967 0.029985 0.0171657 0.266715 0.227743 0.0389719 0.0211118 0.221945 0.0178601 0.00930633 0.00628567 0.212769 0.176896 0.170266 0.0464029 0.123863 0.0367452 0.114759 0.0338775 0.0208506 0.0358723 0.0150848
internal_count=2900 1164 1736 156 92 70 54 64 1580 106 86 1474 1319 155 55 1308 100 65 61 1273 1103 1089 112 977 95 924 394 356 170 120
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=15 2 8 6 2 7 15 12 4 15 15 9 9 9 8 7 17 8 6 7 10 10 7 17 6 3 3 17 6 15
split_gain=0.000426644 0.000996344 0.000453433 0.0011899 0.00184261 0.000961787 0.000883551 0.000493759 0.00205017 0.00160184 0.00274758 0.00185324 0.00228218 0.00184079 0.00141224 0.00138099 0.00110673 0.00101613 0.00144904 0.000774753 0.00173804 0.00152756 0.00111825 0.000871176 0.00241957 0.00296751 0.00391176 0.00222987 0.00239993 0.00208206
threshold=50.243466369800011 311.26728953445007 9.5425530862500008 17.765415086100003 50.734033752200013 23.477153707700001 35.054707749500004 92.695913642950003 163.60960442095003 27.576031546750006 27.008040895250005 201.2906445504 192.53043113735001 187.38923140910003 8.9430209551500024 23.147601011700004 166.83257850275001 8.7431769115000026 16.455384477450004 19.041006859700005 61.614083433650009 61.82916008405001 18.555211917450002 185.26837593205002 16.495385412050002 93.168516510700016 87.544262101800015 172.46189488870002 11.945279099550001 22.654569872000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -9 10 11 12 13 -1 16 -11 -10 19 -19 22 -21 -22 -18 24 25 26 27 28 -23 -29
right_child=1 -3 6 4 5 -7 -8 8 14 15 -12 -13 -14 -15 -16 -17 17 18 -20 20 21 23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.043774212055322392 -0.10008651219665386 0.010988926073735434 -0.014323060844126862 0.029857867810902897 -0.098030166620702824 0.011143928919462484 0.047370292774567779 0.036799925508006391 -0.042883074186297228 -0.0071839165749940084 0.083675983046616484 0.043973379523818842 -0.085403934393880665 0.066054309646082984 -0.057136709872586379 -0.062887285323203479 -0.0083931957125839268 -0.0040067892170756302 0.058700997798345048 -0.064793755632525957 0.05740165714151918 -0.019152970604635767 0.070926901442187038 0.0014499592113183771 -0.10007902683401398 0.048409555546465727 -0.088814014214767437 0.0083629635462939955 0.093754602002829368 -0.054767597585982902
leaf_weight=0.0032613726004930288 0.0013972027871241846 0.0019135593498094683 0.0039758100994644607 0.002503381604128648 0.0039102030086654166 0.0010167630577875286 0.005578840672910701 0.015680951727736758 0.0057787526202481834 0.0099381685213302262 0.0039539952267659819 0.0045071249449115678 0.0046295290634361663 0.0028681351247996645 0.0042887315878648016 0.0080604939469139936 0.0034175311435262748 0.0074633657742175785 0.007278960559194303 0.004149918397466478 0.0046237685710366341 0.0034288667490507468 0.003703318982672954 0.31215745094094433 0.0030019257523010079 0.0078431233096161179 0.0066303586621430091 0.011491403731956673 0.0041745822783809672 0.0095787541082208438
leaf_count=30 38 17 34 8 116 11 31 38 225 28 6 28 19 10 30 22 27 29 21 82 18 44 17 1634 29 31 38 166 15 58
internal_value=-0.000115152 -0.035887 0.000137425 -0.000311071 -0.0400037 -0.0755002 0.0216989 0.000341558 0.00133182 -0.0106919 0.00938372 -0.00985826 -0.0324092 0.00761703 -6.20615e-05 -0.03213 0.000558066 0.0012035 0.0269549 0.000188972 -0.000444774 0.000291024 0.0328586 -0.000445961 -0.0132702 -0.00723053 -0.0195915 -0.00358482 0.0428376 -0.020337
internal_weight=0.472206 0.00331076 0.468896 0.459341 0.00743035 0.00492697 0.00955465 0.451911 0.414692 0.0372188 0.0192202 0.0152662 0.010759 0.00612951 0.399011 0.0179987 0.394722 0.388943 0.0147423 0.374201 0.36708 0.36293 0.00712085 0.358306 0.046149 0.0431471 0.035304 0.0286736 0.00760345 0.0210702
internal_count=2900 55 2845 2780 135 127 65 2645 2502 143 93 87 59 40 2464 50 2434 2209 50 2159 2115 2033 44 2015 381 352 321 283 59 224
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=0 5 0 10 6 18 4 5 17 17 15 16 4 9 16 6 18 18 10 10 14 15 18 4 10 16 16 10 3 19
split_gain=0.000376737 0.00224471 0.00348202 0.00289479 0.00231732 0.00228107 0.00205795 0.00360724 0.00276713 0.00248385 0.0018641 0.00170242 0.00450544 0.00318528 0.00287525 0.00167822 0.001638 0.00173324 0.00143139 0.00133237 0.00131881 0.00547615 0.00377956 0.00382196 0.00270009 0.00435617 0.00469248 0.00745344 0.00265901 0.00254424
threshold=86.345209775600011 20.206488238950005 86.232294534150014 63.431481129800005 16.395383075500003 12.885811969150001 248.34582299520005 22.732890661650003 187.45953903175004 186.34046889365004 40.128253618400009 22.604947139800004 223.24437974565004 197.19111486365003 22.594947163200004 16.495385412050002 12.903279561150002 13.075178189100003 62.057679025150001 61.917879202350001 227.57315983240002 39.283112803100003 13.415872650200003 233.74578482015002 64.434276012450013 20.719951547750004 20.394952307700002 67.649671936450019 93.077108934250006 14.651182102100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 15 -10 14 -13 -14 16 -6 -2 -18 -15 -17 21 24 -22 -24 -19 26 27 -26 29 -25
right_child=11 2 -4 -5 6 -7 7 -9 10 -11 -12 12 13 18 -16 19 17 20 -20 -21 22 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=0.055918255459576294 -0.044805429118696512 0.020751515670140747 -0.064651872911691985 0.059553409774854973 0.05637252167899616 -0.073644368422822182 -0.1000714197581935 -0.0065725124797287281 0.011069227075224659 -0.079340041366496195 0.067606060168693902 -0.053584107380000634 0.081802706860351848 0.038132866870365892 -0.067879463410361038 0.0054355701283463871 0.067926294594276432 0.05338334212269169 -0.0059026657627143236 -0.058284579249980699 -0.061622785632599542 0.10004444012807275 -0.058706849661070461 -0.0019742176058907051 -0.10009775927738458 -0.053930761663248387 0.068633156415630697 0.0068663624376824927 0.078934003746170961 0.078594507286526449
leaf_weight=0.0057433838504721132 0.007868314468336024 0.0035637283846786669 0.0099451844193936267 0.0069685668026361744 0.0046447544383454433 0.0090886850471636332 0.0048702597748668764 0.027012718510733422 0.012956055739778094 0.0043965053548440372 0.010605743123790035 0.0071694551588734603 0.0098634652676992118 0.014797550734328979 0.0063325625894492523 0.012313661567267334 0.0038681625255776444 0.0099457151227397844 0.014729106661434344 0.004473705428654994 0.011259670133568989 0.0061314992635743684 0.010742528787714312 0.12050096602535043 0.0070363771095571783 0.013686606214378116 0.010753939171991078 0.087832917084561091 0.0044950141316348882 0.004051216041261795
leaf_count=16 22 30 22 84 16 57 21 251 37 13 33 14 24 28 14 190 18 19 51 23 30 7 42 1295 21 24 21 457 11 9
internal_value=-0.00011381 -0.00503915 -0.00819778 -0.00263309 -0.00724684 -0.0470565 -0.00104939 -0.0208549 0.0117356 -0.0108716 0.0365178 0.00152181 0.0193305 0.0326018 -0.00120118 0.00317375 0.000214925 0.00143514 0.0161661 -0.0115454 0.000537215 0.00770438 -0.00588678 -0.0013974 0.00332404 -0.000848926 0.00602939 -0.00106708 0.00337332 0.000646381
internal_weight=0.467648 0.116583 0.11084 0.100894 0.0939258 0.0126524 0.0812734 0.031883 0.0493904 0.0258286 0.0235618 0.351065 0.0465596 0.0393901 0.304505 0.0214321 0.298173 0.290305 0.0295267 0.0167874 0.286436 0.135387 0.151049 0.13979 0.129256 0.11931 0.105623 0.0948693 0.129047 0.124552
internal_count=2900 793 777 755 671 87 584 272 312 242 70 2107 117 103 1990 229 1976 1954 79 213 1936 549 1387 1357 542 523 499 478 1315 1304
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=0 9 6 8 4 8 0 5 8 5 18 8 18 7 13 17 18 19 14 14 9 0 6 16 0 12 15 6 6 9
split_gain=0.000377408 0.000812059 0.00203829 0.00180019 0.00117093 0.000781258 0.00110405 0.0010776 0.00078708 0.00103125 0.00089581 0.00116257 0.000994438 0.00078114 0.00163294 0.00139786 0.00189225 0.000900888 0.000641663 0.00203858 0.00190353 0.00287535 0.00368352 0.00495798 0.00545342 0.00234861 0.00234255 0.00281565 0.00335576 0.0020569
threshold=85.716110573100011 186.14781787895004 16.465384711100004 8.3434888241000014 375.86663358980007 8.2435668022500028 85.678472159250006 36.806659819600007 3.4473097536500004 31.302824910800002 11.831616630050002 4.9461400813500012 11.780121045600003 22.446731871300006 117.79210452745001 189.27091549140002 13.400856420150001 14.551174033150001 202.65261526855002 204.50376127325003 182.75300319265003 86.232294534150014 16.455384477450004 20.394952307700002 92.031298721500022 126.98760210945001 29.593577021650002 14.835346625500001 14.325334709150001 197.89372115420002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 -1 10 12 -12 -10 14 -4 -15 -17 -16 20 -20 -2 -22 23 24 -23 26 27 28 -26 -30
right_child=18 2 13 -5 -6 -7 -8 -9 9 -11 11 -13 -14 15 17 16 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.05209875331344959 -0.042078091962586557 -0.10003702576870609 -0.10007456406846549 0.098412885985310339 -0.10003074004611481 -0.046663424338061331 0.088470771822821564 0.098538903933680963 -0.027667255186241871 -0.075346154442976015 -0.077963703589518971 0.011225673485039341 0.083924330325371624 0.055710790496199106 -0.039463542603924859 -0.10004845125716343 0.019638997414660568 0.029960537821158276 -0.063363818788147772 -0.00073708258439619627 0.041988202456380519 -0.100112018044927 -0.038317202193212108 0.052128796045434793 0.016553475981484024 0.07152603815296428 -0.051538395618633437 0.046039196458234774 -0.0049269195749082088 -0.084150593266720239
leaf_weight=0.0020149913296033878 0.0076440171444112073 0.0029246847192043448 0.0025089745060475066 0.0018786214890269539 0.0011924415705592819 0.0028112017934196478 0.0016310044624674438 0.0010690642833139927 0.0013060219685563368 0.0023163691484044966 0.0024002845909543297 0.0037366018062954254 0.0020552917685563443 0.0039214798077636739 0.0039832362739389282 0.0020107869986878413 0.0038502691894389957 0.0035218396877212399 0.0052991124554180305 0.27148210401565542 0.022261075588176027 0.0052818143955164478 0.01833740737844991 0.021979829312385846 0.022407776435022786 0.0049895178599399506 0.0076439044150617965 0.013937331503655059 0.0061617029623448616 0.0070005943604769527
leaf_count=24 51 40 38 10 36 8 7 9 70 48 134 25 8 28 19 23 30 23 28 1853 48 12 40 44 129 8 33 29 15 30
internal_value=-0.000106951 -0.00879076 -0.0221127 0.00471512 -0.00385743 0.00207205 0.0103605 0.00180951 -0.00566795 -0.0155201 -0.000930099 -0.0236584 0.040566 -0.0106005 -0.0302336 0.00949734 -0.0214229 -0.00688553 0.000838761 -0.0019361 0.00641855 0.00927014 0.00250998 0.0108841 -0.00256174 0.00572979 -1.44672e-05 0.00794079 -0.00698722 -0.0470634
internal_weight=0.459559 0.0451332 0.0227213 0.0224119 0.0205333 0.0193408 0.0165296 0.0148986 0.0138296 0.0118146 0.0094982 0.00613689 0.00336131 0.0197966 0.0100141 0.00978254 0.00586106 0.00750508 0.414426 0.276781 0.137645 0.130001 0.10774 0.0894025 0.0674226 0.0621408 0.0571513 0.0495074 0.0355701 0.0131623
internal_count=2900 580 201 379 369 333 325 318 309 285 237 159 78 161 80 81 53 42 2320 1881 439 388 340 300 256 244 236 203 174 45
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=0 3 5 5 6 6 19 19 15 13 13 10 9 2 5 5 5 0 0 18 6 0 2 3 17 17 9 9 18 18
split_gain=0.000389145 0.00261426 0.00163428 0.00206157 0.00145145 0.00241415 0.00299035 0.00238283 0.00227208 0.00225065 0.00187504 0.00652644 0.00311038 0.00269284 0.00227652 0.00265963 0.00228903 0.00207806 0.00435157 0.00261483 0.00288225 0.0030097 0.00490712 0.00295471 0.00170778 0.00169229 0.00138961 0.00129386 0.00351597 0.00281563
threshold=86.530713386650021 93.017962855400015 20.206488238950005 21.042547594650003 16.455384477450004 16.245379570700006 14.251149826300002 14.451165964200003 42.385947950200006 117.47217800995001 113.85351336640001 66.318885161900013 199.82130058355003 189.76529655395004 20.950952025950006 20.361635946650004 23.234643166550004 92.313586825200005 91.410264893400026 13.544020937350002 15.065351999550002 93.972365491700018 98.229281563700013 84.968719212850019 188.54236693505001 193.01551328760004 202.89977928865002 201.78065190905002 13.601370067700001 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=2 4 -1 -4 5 8 -7 25 10 -8 11 -2 -12 -14 15 17 -16 18 -13 -19 21 22 -21 -23 -25 -6 -10 28 29 -5
right_child=1 -3 3 27 7 6 9 -9 26 -11 12 14 13 -15 16 -17 -18 19 -20 20 -22 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.048910007800673158 -0.094746943755426888 0.07503103363532479 -0.043776934254206049 0.0012157032955796374 -0.012086145512549613 0.068246182648861439 -0.022682765059362616 0.0098380891624647235 -0.074116179391673337 0.034224498726984347 0.044721916513455702 0.035998917446904477 -0.057238769603386343 0.020506788952439636 -0.10006524566454056 0.08142585638173562 0.024257002961111166 0.070157624871146837 -0.086020059345360667 -0.010612903886659079 -0.07423771246430115 0.0012419897048349599 0.074411026162068503 -0.0058819454503979606 -0.10005116987348993 -0.083714558580626111 0.00073012598251212958 -0.026806708569957746 0.065171079908811477 -0.069007248299405688
leaf_weight=0.0054615323004378871 0.0074624726932768217 0.0047986688596211016 0.013582869585959209 0.081276573585610967 0.006005036884744186 0.01162524487722294 0.012933073707245057 0.012124815670965461 0.0066583359866276837 0.015022331259388011 0.023209825791127514 0.0047656346233839741 0.0073497673583915448 0.01131199537098837 0.0043055721548910233 0.0041866139424229223 0.0022575149432668695 0.0057201196081990693 0.0075581285935832909 0.012947481085168189 0.0048906407010349531 0.1226766137247427 0.014268803705251409 0.0032553883781716308 0.0047152041463576211 0.0073180085944910545 0.0039534532304668635 0.018448368398193971 0.008094900983619216 0.0061411874268214586
leaf_count=18 45 10 40 585 16 34 20 28 25 30 35 38 11 38 63 29 15 20 31 21 15 1356 46 19 58 25 29 142 35 23
internal_value=-0.000108483 0.00177446 -0.00465739 -0.00695118 0.000663846 0.00266612 0.0256224 -0.0222383 -0.0009468 0.00789736 0.00104819 -0.00299874 0.0202827 -0.0101126 0.000575666 0.00262911 -0.0573019 0.000804469 -0.038835 0.00370406 0.0013685 0.0037108 0.033963 -0.0025913 -0.0615901 -0.0514298 -0.046232 -0.00256197 0.00212092 -0.00371753
internal_weight=0.454326 0.321321 0.133005 0.127544 0.316522 0.291074 0.0395806 0.0254479 0.251494 0.0279554 0.240882 0.19901 0.0418716 0.0186618 0.191548 0.184985 0.00656309 0.180798 0.0123238 0.168474 0.162754 0.157863 0.0272163 0.130647 0.00797059 0.013323 0.0106118 0.113961 0.0955127 0.0874178
internal_count=2900 2057 843 825 2047 1978 84 69 1894 50 1840 1756 84 49 1711 1633 78 1604 69 1535 1515 1500 67 1433 77 41 54 785 643 608
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=9 9 19 0 6 18 15 2 17 6 15 15 16 16 15 13 4 15 15 16 6 17 12 12 8 7 10 0 13 3
split_gain=0.000385883 0.00213741 0.00145111 0.00311167 0.0030893 0.00305514 0.00223611 0.00221358 0.00200974 0.00189044 0.00390554 0.00296547 0.00256828 0.00288638 0.00204118 0.00191734 0.00138211 0.00118853 0.00221643 0.0012537 0.00115937 0.0011192 0.00101839 0.00201025 0.00153374 0.0014281 0.00127681 0.00170423 0.00124249 0.00124112
threshold=195.74493321760002 195.39349636155001 14.351157895250003 86.001087134900004 16.405383309150004 13.3584252364 38.567335632300008 147.87428232835001 187.45953903175004 16.495385412050002 36.040858416950009 31.385732506450001 20.514952027100005 19.844953593850004 34.279674133750014 111.26990510300001 181.76113425110003 30.276503438400002 28.129673635100001 19.734953851100002 17.495408777450006 190.02287710315002 206.66000365515004 184.58092739055004 1.3489472949000001 27.952168727600004 78.285212300550015 95.897301513100004 106.00321562545001 68.555682326450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -5 9 -8 -6 10 11 12 13 15 20 17 -13 18 19 22 -11 -10 23 -1 29 26 27 28 -26 -24
right_child=-2 -3 3 5 8 -7 7 -9 21 14 -12 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0037017178418493886 0.0025571346525665468 -0.055347506945611892 -0.079717456109256082 0.06236654149566926 -0.038973128508032841 0.0021994984617820248 -0.014645884152092377 -0.092863608839975562 0.046833241799919628 0.0020629270780893557 0.060108527268151815 -0.0071797613547906732 0.091167400068873528 -0.10007071034787247 -0.10008523072939371 0.077837268422106379 -0.072299083645179188 0.089789570141814476 -0.064697439901999956 0.10002527600956951 -0.10005867882168483 -0.0043092097936460105 -0.10001850352633296 -0.089994268150936974 0.046433887359044447 -0.054291330746454314 0.051602922694234679 -0.055874068311275629 -0.044469551803570311 0.0073567342686279352
leaf_weight=0.025662443278914121 0.24484377349210928 0.00760678500057027 0.0055392758391487043 0.016667012650941615 0.0078814004219296407 0.01709619356188341 0.010068785047110399 0.0056475477391474084 0.0088279175774661489 0.0076734934781735563 0.010394267097581178 0.0052872787864544088 0.0031698146835879007 0.0028148896162747397 0.0038110574443521736 0.0032808252269758134 0.0084974316375294734 0.0014298045752489932 0.0052543245404166319 0.0013026250526309005 0.0013000454172555111 0.0083041585876515445 0.0019930367044636013 0.0030170073590278781 0.0074697746666166909 0.0022504427313023703 0.012438430627760511 0.0032551922212036297 0.0018825332841512221 0.0023407731932738596
leaf_count=375 1232 22 26 33 32 37 24 50 33 143 17 12 9 9 11 20 35 14 20 2 102 48 139 114 80 59 67 43 18 74
internal_value=-0.000112662 -0.00334608 -0.00131294 0.0109768 -0.0121457 0.0319006 -0.00738185 -0.0427528 0.00281819 -0.00252789 0.00202646 -0.00458266 0.00301317 -0.000743039 -0.0387718 0.00316318 -0.0473218 -0.000424015 -0.00235305 0.00296371 -0.012732 0.0220438 0.000867286 -0.0127795 0.013241 0.0220152 0.0288715 0.00644493 0.0281359 -0.0420231
internal_weight=0.447008 0.202165 0.194558 0.064316 0.0305528 0.0337632 0.130242 0.0157163 0.0250135 0.114525 0.101741 0.0913466 0.0775619 0.0743921 0.0127846 0.0715772 0.0137847 0.0682964 0.0668666 0.0616123 0.00897354 0.0171321 0.0603096 0.0286795 0.0316302 0.0272964 0.0250459 0.0126075 0.00935231 0.00433381
internal_count=2900 1668 1646 209 139 70 1437 74 113 1363 1107 1090 1043 1034 256 1025 47 1005 991 971 245 81 969 489 480 267 208 141 98 213
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=15 2 8 6 2 15 15 2 17 4 0 18 18 15 8 17 7 18 15 19 15 10 6 5 5 8 0 16 12 10
split_gain=0.000361218 0.000855301 0.000369245 0.000959841 0.00160833 0.000879458 0.00081054 0.000585992 0.00254966 0.00109017 0.000792743 0.000592564 0.00233845 0.00233389 0.00312758 0.00153841 0.00348194 0.00147315 0.0031465 0.00326914 0.0013759 0.00336798 0.00255709 0.0019038 0.00265179 0.00202333 0.00189191 0.00187385 0.00253119 0.00214191
threshold=50.243466369800011 311.26728953445007 9.5425530862500008 17.765415086100003 50.734033752200013 42.80317728375001 35.054707749500004 59.615984903700003 181.49225329600003 155.77228353875003 90.337570099350003 13.030213775350001 12.993406580100002 37.965550269150008 8.3434888241000014 185.26837593205002 20.086029836750004 13.197799034350002 41.018034898650008 14.351157895250003 41.211223942950006 61.987779113750001 16.245379570700006 22.334016245700003 21.850554661550003 8.3434888241000014 86.780739992750014 22.584947186600004 198.12617315580005 61.917879202350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 -6 -4 8 -1 -9 -10 12 13 14 15 16 -11 18 19 -13 21 -19 -22 24 -23 -25 27 -24 -29 -30
right_child=1 -3 6 4 5 -7 -8 9 10 11 -12 17 -14 -15 -16 -17 -18 20 -20 -21 22 23 26 25 -26 -27 -28 28 29 -31
leaf_value=0.024539453422493616 -0.10007237595853941 0.0086716276058222252 -0.015493072865825375 0.03110097778842735 -0.10006775282317973 0.0035807087240709717 0.044782876996851802 0.046908064517570687 -0.088127252976413592 0.016150464550219675 -0.027686676519751631 -0.0494026493549884 0.080949755903644061 -0.030692753436432553 0.084098272983668218 0.091988422921010879 -0.10005702856287478 -0.06152294413473252 -0.0792442969180919 0.025208211907531648 -0.024006290099434464 -0.00034567270457615761 0.05842385075018576 -0.0069248867430263183 0.044674956853803988 -0.10014290700675521 0.072091779138596171 0.073021795601421788 0.033238338766046073 -0.03819894957339881
leaf_weight=0.0074818846728170732 0.0012010274964395903 0.0018183006338404056 0.0037954256982670742 0.002208211082006555 0.0032287239353029074 0.001096696797731056 0.0054121904643693597 0.0051142531875889565 0.0039519451747764833 0.011431350063495035 0.0048129488081656291 0.0097120213515301534 0.0043819002000695653 0.012748483118092804 0.0060845996194984755 0.0016415277780339457 0.0033293764521332711 0.0090750754688114776 0.0072537715138349937 0.014855007226287853 0.012030251711358853 0.2463685120128053 0.0082157886270017855 0.0060557697935479382 0.013817005577628383 0.0037830375377723158 0.0079994127900135936 0.0041712684939216862 0.0064524246099608709 0.012007986013486516
leaf_count=24 38 17 34 8 115 12 31 22 9 145 32 41 24 48 15 6 63 31 49 31 61 1802 19 59 46 8 17 20 20 53
internal_value=-0.000114659 -0.0345845 0.000122677 -0.000302288 -0.038338 -0.073788 0.0199368 0.000285522 -0.0183376 0.00102979 -0.0549383 0.000445274 0.0120561 0.00348837 0.0228667 0.000152153 -0.0100609 -0.000826121 -0.0213744 -0.00428751 0.00115542 -0.00160156 0.0162796 0.000412301 0.00204512 -0.0427674 0.0287554 0.0175174 0.00266745 -0.0132296
internal_weight=0.441536 0.00301933 0.438517 0.429309 0.00653363 0.00432542 0.00920762 0.422776 0.0162468 0.406529 0.00876489 0.401415 0.0396172 0.0352353 0.0224869 0.0164023 0.0147607 0.361797 0.0318208 0.024567 0.329977 0.279099 0.0508771 0.270024 0.260186 0.00983881 0.0388469 0.0308475 0.0226317 0.0184604
internal_count=2900 55 2845 2780 135 127 65 2645 65 2580 41 2558 301 277 229 214 208 2257 121 72 2136 1946 190 1915 1848 67 129 112 93 73
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=15 13 7 14 16 15 12 10 10 7 5 15 4 4 16 12 5 6 5 0 3 6 10 10 5 6 18 18 18 6
split_gain=0.000352934 0.00158664 0.00157461 0.00048319 0.00137544 0.00103308 0.00088216 0.00120329 0.00179204 0.00193428 0.000796704 0.00285076 0.00211053 0.00255423 0.00138626 0.00126203 0.00138542 0.00114704 0.00293166 0.00157236 0.00110445 0.00195038 0.00141142 0.00139563 0.00149122 0.00105264 0.0010429 0.00117234 0.00166416 0.00144123
threshold=46.574831689400007 117.61735474900001 23.539316666200005 462.66931228825007 22.514947350300002 11.667506985600001 327.98456567570003 63.154569942350008 64.434276012450013 24.550696209100003 22.963361893800002 42.133814420300006 373.81957258215004 330.30235111835003 22.674946976100003 254.30002952885002 23.334907547600004 16.405383309150004 24.375372008600007 87.181320254150009 93.017962855400015 16.465384711100004 62.014663695050011 61.614083433650009 23.803605515150004 16.555386813950005 12.777826849750001 12.949570119650001 13.057710350500001 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=3 -2 -3 6 5 -5 10 -8 -9 -10 11 14 13 15 26 16 -12 18 -18 20 -19 -22 23 -23 -25 -16 -1 -28 -29 -30
right_child=1 2 -4 4 -6 -7 7 8 9 -11 12 -13 -14 -15 25 -17 17 19 -20 -21 21 22 -24 24 -26 -27 27 28 29 -31
leaf_value=0.039346006504987152 -0.079441784444760091 -0.055852176554192529 0.046319374995856616 0.058502745589420604 0.10001588284324672 -0.070490533086604232 -0.063894082696346374 0.10000169697618416 0.042374193908348651 -0.073810862123155227 0.040589461300223242 -0.078709613084221947 0.076581049872781665 -0.097511012252763915 -0.053181894871909718 0.078302863617708912 -0.10006275022374556 -0.065135507574309651 0.027951668659869873 0.096298535803963081 0.077238706455567671 -0.013124267807979382 -0.071342408468851648 0.07868563341512308 -0.014923206122546041 0.0026293771703743119 -0.03063544764503183 0.041736814338157187 0.0031843660572702204 -0.016229347514607806
leaf_weight=0.0070590549290995832 0.0029914601869048818 0.002390744491101604 0.0040869832619137014 0.001101774779908935 0.0018113799560524058 0.001422427136213357 0.0050493614498279271 0.0014295559863964358 0.0024769516755152043 0.0033995382100733273 0.0097858770060046465 0.0046605896299629071 0.0046071198064794308 0.002280505426983658 0.0084044409377384 0.0026168491426119536 0.0036698564887482901 0.0023191825312096617 0.0034904114925797813 0.0018435996389598577 0.0034301397519129742 0.013869145401387444 0.0027110048056755423 0.0042714448936749241 0.0028288590812479697 0.0056519830654906409 0.011664345878671156 0.010025835112557502 0.26018575661021648 0.044828299073290889
leaf_count=28 76 38 18 30 6 45 40 13 38 103 35 24 17 26 27 9 33 5 29 6 15 230 46 12 38 26 40 35 1683 129
internal_value=-0.000111072 -0.0192064 0.00861077 0.00031249 0.0335263 -0.014187 -2.82925e-05 -0.0263553 -0.000411439 -0.0248386 0.00076468 -0.00101876 0.0116549 0.00602353 2.2251e-05 0.0106681 0.00699755 -0.00155554 -0.0376596 0.00671076 0.00109862 0.00676463 -0.00344361 0.00533459 0.0413906 -0.0307406 0.00131783 0.000496157 0.0016488 0.000331108
internal_weight=0.436364 0.00946919 0.00647773 0.426895 0.00433558 0.0025242 0.42256 0.0123554 0.00730605 0.00587649 0.410204 0.35248 0.057724 0.0531169 0.34782 0.0508364 0.0482195 0.0384336 0.00716027 0.0312734 0.0294298 0.0271106 0.0236805 0.0209694 0.0071003 0.0140564 0.333763 0.326704 0.31504 0.305014
internal_count=2900 132 56 2768 81 75 2687 194 154 141 2493 1992 501 484 1968 458 449 414 62 352 346 341 326 280 50 53 1915 1887 1847 1812
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=16 16 9 15 16 15 16 16 3 0 15 0 10 0 9 18 8 14 16 3 18 2 14 15 16 5 0 0 13 9
split_gain=0.000356609 0.0022268 0.00392404 0.00174386 0.0018394 0.00284792 0.00228353 0.00170109 0.0024925 0.00381952 0.00340771 0.00240046 0.00179506 0.00231995 0.00132629 0.00244682 0.00208228 0.00180358 0.00168108 0.00150863 0.00142125 0.00131897 0.00125438 0.00127358 0.00211477 0.00323709 0.00212803 0.00149362 0.00141005 0.00301251
threshold=18.594956516900002 18.384957008000004 187.38923140910003 31.385732506450001 17.844958270700005 26.870208776000002 17.654958715000003 18.984955604900005 83.511574906150017 94.047642319350018 28.777417478550003 93.679323555450011 70.085415002650009 94.776214472700005 205.70977008025002 15.532509816950002 8.3434888241000014 169.50964292540002 15.919962772200003 76.884525614550014 16.329849731700005 173.78410684300005 170.07815379005004 23.4448654772 15.444963882950001 16.522781810950004 97.32487278035002 99.983757871350008 98.238948544700023 182.75300319265003
decision_type=2 2 2 2 2 2 2 2 2 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 21 14 8 -2 11 -11 -10 -9 -14 16 -16 17 -1 19 -17 -21 -6 -19 28 -25 27 -27 -26 29 -24
right_child=7 2 -4 -5 5 -7 -8 12 9 10 -12 -13 13 -15 15 18 -18 22 -20 20 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.060070160870276869 0.09100226463724774 0.065465747880018799 -0.10010942514524297 -0.10003571063666113 -0.066424467742523058 0.080430193290993157 -0.085378955704486476 0.00095128811875332022 0.0068616266523553425 0.025562770317324734 -0.10006959374205025 0.09807148566618612 -0.10004070441836761 0.0027719099437958868 -0.10004486469991117 -0.06682154501494017 0.098982104068200308 0.1000262442534917 -0.10001460154152252 0.069677162220493805 -0.0042270001455845712 0.03668755953901745 0.0059274186550125575 -0.084073184798884773 -0.10007005698194738 -0.036323826299720668 0.10002303405903912 0.0055038263473747443 0.026769096637086279 -0.1000347918984562
leaf_weight=0.0044416090663587917 0.0048581318296783129 0.0019277400782335965 0.0055585276431455444 0.0017601373979552184 0.0027135307429517752 0.0067074729423415302 0.003333682354893285 0.27208265677402182 0.0062918429211358262 0.0041953376023684541 0.0044481897840000784 0.0053295633797461051 0.0040901137054447645 0.0047361810165966745 0.0034942828486475 0.0026483792822307164 0.0022696716396239927 0.0013787614745925927 0.0017986788862174299 0.0035773223899013837 0.0095457233865090529 0.0022853742918869102 0.027372599301084495 0.0040465526500186319 0.0030305592983452811 0.0016796450214575653 0.0035940466113970615 0.0024023667400143722 0.027618247040941728 0.002974601173134305
leaf_count=48 17 22 74 59 31 16 31 935 37 13 34 15 45 15 46 139 4 5 59 18 52 22 620 36 67 55 8 24 250 103
internal_value=-0.000103166 -0.00457702 -0.0574732 -0.00124016 0.000247213 0.0378497 -0.00393683 0.00174115 0.0266714 0.0112493 -0.039091 0.0486904 -0.000488488 -0.0448716 -0.00127173 -0.02362 0.00455379 0.00182494 -0.00842084 0.00202512 0.0159192 -0.0192842 0.00553511 0.00374353 -0.0224885 0.00078739 0.0565972 -0.0533867 0.01042 -0.00445889
internal_weight=0.432192 0.12616 0.00748627 0.118673 0.116913 0.0117064 0.105207 0.306032 0.0251231 0.0202649 0.00864353 0.0116214 0.280909 0.00882629 0.101873 0.0210644 0.0808087 0.078539 0.0175701 0.0157714 0.013123 0.00499891 0.0740974 0.0727186 0.0147532 0.0107066 0.00527369 0.00543293 0.0579654 0.0303472
internal_count=2900 1789 96 1693 1634 69 1565 1111 116 99 47 52 995 60 1534 314 1220 1216 268 209 70 53 1168 1163 190 154 63 91 973 723
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=19 13 16 7 10 7 6 6 15 18 15 10 5 7 6 13 13 5 16 13 13 7 13 18 16 16 9 6 16 13
split_gain=0.000401866 0.00085846 0.000660277 0.00117878 0.000855169 0.00153671 0.000868085 0.00167515 0.00136397 0.000663392 0.00175375 0.00147332 0.0011665 0.000882087 0.000956927 0.000875776 0.0008609 0.00121766 0.00207506 0.00173708 0.00166361 0.00109212 0.00106474 0.0010492 0.00161726 0.00539368 0.00148297 0.0012408 0.00164644 0.00146494
threshold=9.8507947922000021 81.048947258600009 8.5099800999500008 27.821513740700002 87.33187390945001 24.575790737200006 2.7550643716500001 5.1551204485500008 12.389956812050002 17.327266398450003 15.867801003350001 83.715897724050009 20.608876568850004 26.752366550650006 11.125259939900001 96.429616222950017 97.873318238950006 13.361597395450001 15.444963882950001 100.65856086215001 101.53768667075001 23.699538637550003 102.38186252375002 15.269763541350001 15.794963064500001 18.714956236300004 196.98862600660001 14.185331438000002 15.444963882950001 104.19119484555002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 10 12 -11 -9 15 -15 -12 21 18 -18 -19 -21 -17 -22 27 -25 26 -26 28 -24 -30
right_child=2 -3 4 -5 5 -7 7 9 -10 11 13 -13 -14 14 -16 16 17 19 -20 20 22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-0.10002142978584139 -0.036573923722937239 0.016998484181691923 0.055027854060688886 0.08146964537869987 0.028499075870151783 -0.077538862941702383 0.03358825755959529 -0.10002341579412136 -0.10001703767385768 0.051510913059213993 0.039166716189226139 -0.04453586340737619 0.015343652880652689 -0.10005973860074945 -0.0081743041746923841 0.015304633931072823 0.0870368261523016 -0.057153417452736624 -0.00039521628885732103 0.061712367322589924 -0.048561949107394586 -0.10004054754383321 -0.10007445918601188 0.051232552737150876 0.033369389315357795 0.046448525461364354 -0.10002527040860763 0.00066136616029153518 0.047598504344672776 -0.02927815413907028
leaf_weight=0.0012224245754661736 0.0012757967947445428 0.0012868434202921719 0.0028771072071264716 0.0025108645876130709 0.0021729893127826463 0.0036832511207252061 0.0010362092396007929 0.0028741689099334713 0.0029099195862882787 0.0065146538200053783 0.0059670068025353675 0.0021157983170958516 0.0012609387967310037 0.0017796249841808267 0.0031212874032178206 0.0014503943108792319 0.0043969846323932971 0.0052414131034232416 0.0070939972806627338 0.0044332322083278078 0.004444936496254214 0.0018912291990308416 0.0025898210388959333 0.010137410801145386 0.001011068368910629 0.0093584146657121892 0.0047428655884989013 0.31130973847394261 0.003096149891533174 0.012430124554949629
leaf_count=176 32 50 17 31 15 210 9 70 194 54 48 39 33 36 31 16 20 58 46 21 39 32 21 38 7 35 89 1326 18 89
internal_value=-0.000108264 -0.0400094 0.000128027 0.0416986 -0.000246821 -0.0381929 0.000289837 -9.31504e-05 -0.0649338 0.000535118 -5.87358e-05 0.0279646 -0.064844 0.000620344 -0.0415398 0.0011507 0.000559391 0.00100345 0.0330604 4.6202e-06 0.000828677 -0.0499763 7.70864e-05 0.00068665 0.0203322 -0.000395909 -0.0765855 -0.000819135 -0.0262603 -0.0139479
internal_weight=0.426237 0.00250927 0.423727 0.00378666 0.419941 0.00585624 0.414084 0.411207 0.00394613 0.407261 0.398631 0.00863045 0.00413511 0.394496 0.00490091 0.389595 0.383628 0.380286 0.011491 0.368795 0.363554 0.00334162 0.359121 0.354676 0.0252498 0.0151123 0.00575393 0.329426 0.0181161 0.0155263
internal_count=2900 226 2674 63 2611 225 2386 2369 203 2166 2073 93 103 1970 67 1903 1855 1807 66 1741 1683 48 1662 1623 169 131 96 1454 128 107
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=0 6 4 18 5 10 13 6 0 15 5 4 10 3 5 7 3 6 18 3 6 8 6 6 6 0 3 17 18 19
split_gain=0.000376367 0.000846502 0.00199696 0.00177041 0.00115157 0.00133703 0.00110819 0.00118958 0.0010355 0.000892112 0.000783496 0.000935631 0.00138528 0.0010943 0.000956406 0.00100005 0.00279203 0.000905593 0.000764197 0.000667505 0.000634318 0.00116349 0.00160796 0.00155638 0.00280259 0.00105588 0.00191252 0.00160471 0.00117615 0.00221212
threshold=85.716110573100011 16.525386113000007 205.67906899175003 13.434779691800001 22.665750084250003 61.917879202350001 117.66037007905001 16.415383542800004 85.253695774650012 25.575018159450003 36.806659819600007 270.02171973710006 61.82916008405001 94.92945658615001 29.040033326300005 19.617375644250004 103.44111502715002 16.565387047600002 11.955585097900002 93.964300117300013 18.025421161100002 8.8430989333000021 16.355382140900002 16.625388449550005 16.575387281250006 85.807518149550006 93.620177476600006 188.31851043910004 13.326324856250002 14.051133688400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 6 -3 8 7 9 10 -4 11 12 13 -6 15 16 -15 -13 -16 -1 21 23 -23 24 25 -2 28 -28 29 -27
right_child=20 4 3 -5 5 -7 -8 -9 -10 -11 -12 17 -14 14 18 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.035331448219653214 0.027365731633574752 0.054763276301238152 -0.0027063745575435921 -0.10002554744676745 0.08242293560355661 -0.10002638067604337 0.089126865771714331 -0.053397458512343593 0.079060816657314792 0.099443422581519419 0.064686600811344405 0.012857304800384632 -0.10009589649056452 0.1000181972096702 0.064478352068158593 -0.067447213766127279 -0.1000435835404942 -0.087299596402472424 -0.018641387344662752 -0.10005633521267195 0.034267097708804539 0.01707875809752488 -0.063335829472598221 0.049916001968066948 -0.068789347290147976 -0.027813764730511781 -0.10004906674973504 -0.0085241439237878497 -0.0010880996638870371 0.024508749873717057
leaf_weight=0.0029442252716763108 0.015185509229027616 0.0035655509195779969 0.0022124665466478621 0.0014355445860003433 0.0018087465141434231 0.0014290179680697531 0.0018209641831958834 0.0024625818076517425 0.0015333199867200156 0.0013934071074990714 0.0014368632239507564 0.0013496097108713903 0.0012455304674858789 0.0016327033517882228 0.0028508287256987508 0.0031115950507359935 0.0012179488960533114 0.0027265697536805848 0.0018073487805878585 0.0034727123466641169 0.0056043418890112653 0.0040388155382906632 0.0064700694514865376 0.0064732824038173922 0.0057535248812463627 0.0098733369707630914 0.0034068230385071443 0.0043766193621364025 0.27522506301858096 0.044496365549726136
leaf_count=16 33 24 39 29 6 66 13 52 8 13 16 5 7 4 49 47 61 47 34 44 21 16 33 14 12 43 23 30 1990 105
internal_value=-0.000112045 -0.0091604 -0.0274238 0.00212199 0.00201961 -0.00647066 0.0207086 0.000178266 -1.86357e-05 0.0367671 -0.00633799 -0.0120871 0.000447441 0.0105229 -0.00172226 -0.0282471 0.0145413 -0.054138 0.0322283 -0.0703592 0.000872777 0.0003741 -0.0324306 0.00131914 0.000441196 0.00157098 0.000409946 -0.0485847 0.00156696 0.0150072
internal_weight=0.422361 0.0414575 0.0157419 0.00932496 0.0257156 0.0221501 0.00788942 0.00606846 0.0207211 0.00360587 0.0191877 0.0177509 0.0136747 0.0124292 0.0106204 0.00596225 0.00285065 0.00407618 0.00465818 0.00641694 0.380904 0.375299 0.0105089 0.364791 0.358317 0.352564 0.337378 0.00778344 0.329595 0.0543697
internal_count=2900 580 206 146 374 350 117 104 284 52 276 260 208 201 195 112 65 52 83 60 2320 2299 49 2250 2236 2224 2191 53 2138 148
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=0 3 4 2 16 6 17 16 17 15 16 16 16 6 12 9 2 18 18 15 5 17 6 9 6 18 0 3 13 5
split_gain=0.00035027 0.00227336 0.00130997 0.00281762 0.00183495 0.00167744 0.00239205 0.00198257 0.00210786 0.00197317 0.00166959 0.00151696 0.0019252 0.0016774 0.00165977 0.00143428 0.00129084 0.00124015 0.00123297 0.00190789 0.00228616 0.00181322 0.00119912 0.00224986 0.0018693 0.00469745 0.0025613 0.00177469 0.00173095 0.00108661
threshold=86.530713386650021 93.017962855400015 248.34582299520005 183.32965447860002 22.654947022900004 16.525386113000007 188.54236693505001 22.574947209950004 190.94194574995001 37.80636766060001 22.614947116400003 22.614947116400003 22.674946976100003 16.465384711100004 257.51579034465004 186.67271206880002 256.81022870250007 13.042786209850002 12.933745112000002 34.098324821200009 23.524801812050004 178.84025369870002 16.455384477450004 201.78065190905002 16.285380505300001 13.809421053700001 90.337570099350003 92.359290613450014 117.47217800995001 22.782602051550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 22 5 4 -4 7 17 9 10 -1 -9 14 13 -13 -5 -12 -16 18 19 21 -21 -7 24 -24 27 -26 -27 28 29 -2
right_child=1 -3 3 11 -6 6 -8 8 -10 -11 15 12 -14 -15 16 -17 -18 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.012276266689479919 0.00074610199471726276 0.075013168223876839 -0.093808948447565252 0.031360217498254829 -0.0026824660215574708 -0.0065076300417235963 0.058006896207489937 0.024991988502368362 0.049287826777328861 -0.10012651795717208 0.0062087948813775553 -0.0016885743984570358 0.017510399051148411 -0.086733032367766597 -0.10008925396035132 -0.054893578623388672 -0.0013024384377621405 -0.073561593908787318 0.072495804319720331 -0.079398430917395083 0.017068240805086281 0.099602076772859913 -0.045822454977946646 0.01716878804284059 0.069954123660229975 -0.040526903332014967 0.032933108019176038 -0.062855314299622503 0.059654153387268954 -0.036976553948020241
leaf_weight=0.0065435320840120867 0.21907312761516673 0.0041746878960111635 0.0068606919463647387 0.014594246805868186 0.0032595481634203338 0.0036329133026186877 0.011245758541008399 0.0083475154697225662 0.0075367652012801037 0.0041962695108850312 0.0064464489314559606 0.0036920926982145774 0.0057729120262770542 0.0062372599779055363 0.001848240671199485 0.0095074805151220687 0.0046521973095410597 0.0020233807706548914 0.0026192090348757793 0.0047209058075168286 0.0051222519052309679 0.0028927261514866132 0.014312679649697735 0.009390186341079243 0.013588368352429825 0.01038172519474756 0.0087438771972756513 0.0044787989232393235 0.0048751685571914996 0.0079117978681848555
leaf_count=66 1831 10 44 102 24 160 36 18 23 10 21 29 45 45 14 37 75 15 17 18 32 12 33 36 22 23 28 9 14 51
internal_value=-0.000112571 0.00173955 -0.00462955 -0.0177298 -0.0644587 0.00358353 0.0207844 -0.00944786 0.00308487 -0.0466012 -0.0112443 -0.00487797 -0.0284115 -0.0551104 0.0126397 -0.0302042 -0.0293901 0.000862092 0.00879275 -0.00140052 -0.0291984 0.0405293 0.000694674 -0.0208677 0.00259426 0.0249981 -0.00694232 -0.000506867 0.000697507 -0.000568761
internal_weight=0.418683 0.29693 0.121752 0.0469172 0.0101202 0.0748352 0.0322571 0.042578 0.0318382 0.0107398 0.0243014 0.0367969 0.0157023 0.00992935 0.0210947 0.0159539 0.00650044 0.0210114 0.018988 0.0163688 0.00984316 0.00652564 0.292756 0.0237029 0.269053 0.032714 0.0191256 0.236339 0.23186 0.226985
internal_count=2900 2057 843 378 68 465 290 175 99 76 76 310 119 74 191 58 89 254 239 222 50 172 2047 69 1978 73 51 1905 1896 1882
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=9 9 10 19 0 9 9 12 10 15 9 7 10 9 4 19 4 19 10 9 9 7 17 9 4 15 4 15 14 7
split_gain=0.000343525 0.00109639 0.000942008 0.00224037 0.00176577 0.00187525 0.00124866 0.00189532 0.00155999 0.0012799 0.00124448 0.00122482 0.00100478 0.000930468 0.000948571 0.000788984 0.00154365 0.00178163 0.000746602 0.000650879 0.00189093 0.00188854 0.00584619 0.00156166 0.00217513 0.00209404 0.00179194 0.00128578 0.00533854 0.00340788
threshold=207.37918994975004 208.21354399485003 66.697957758300021 13.851117550450002 90.337570099350003 212.89864875025003 213.24207352880003 118.78432046510001 80.468240302450013 24.287520732450002 215.36411506960005 26.752366550650006 62.837331883000012 210.39795333110001 201.71351478465002 13.251069136700002 254.49455531690003 12.951044929850001 62.55235532115001 195.74493321760002 195.39349636155001 23.031046061850002 188.94422143290004 198.36365860590004 232.62504358260003 29.458779840750001 264.79423843360001 36.040858416950009 249.65524534090005 24.176224535650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 4 6 5 12 8 -8 13 11 -7 -9 -3 14 -4 16 -11 -18 -12 20 -1 22 -21 24 25 -23 -26 29 -29 -25
right_child=1 2 3 -5 -6 10 7 9 -10 15 18 -13 -14 -15 -16 -17 17 -19 -20 21 -22 23 -24 27 26 -27 -28 28 -30 -31
leaf_value=-0.0010140893276569523 -0.054356983583416091 0.00028882238590710574 0.058287021509627113 -0.07983861365524654 0.062645589028309162 -0.067290283377309953 -0.10006420885512979 0.018309550406379146 0.041426099407306696 0.092839708744579086 -0.027326252041197541 -0.080931137339202985 0.088620342715833425 -0.074797686701738628 -0.052780749837777585 0.075783725383571143 0.066676058940079538 -0.08961038482427669 0.027288197411765691 0.033498265773101124 -0.054346512041181641 0.035835188592364946 -0.074337459686646554 0.046429856202340157 0.093170209936846077 -0.033249546369708637 0.028646776783826912 -0.067843142623668362 0.0097321495434267834 -0.003466697473191577
leaf_weight=0.17746666339723444 0.0045318381366143681 0.0023420200043595676 0.0013154588280883672 0.0045173927006167949 0.0052883963461454178 0.0041625223916241802 0.0013464309817202693 0.0038641380986650384 0.0023989864261975144 0.001739050664127717 0.0054619619151310417 0.0018338353992563006 0.0028608209187979128 0.0054501580108937409 0.00185083420765908 0.0046388358629556592 0.0012371430041397957 0.0017773241814769136 0.0046205609096592326 0.0095763975720524197 0.0069067732476510981 0.0089579512947572937 0.010583715531449656 0.020601436023298447 0.006547341249003579 0.0085995368181102094 0.012562859204661103 0.011571926307311742 0.038008225143606023 0.040789918017817284
leaf_count=1646 33 23 13 39 33 19 20 39 35 10 40 105 21 52 33 30 21 29 21 42 22 26 34 40 14 19 47 22 130 242
internal_value=-0.000112739 -0.00702558 -0.00324294 -0.0145803 0.0114097 -0.00252275 -0.00384172 0.0136176 -0.0298938 0.0237608 -0.0212892 -0.0136301 0.0488586 -0.0497506 -0.00663686 0.0464444 0.0178129 -0.0254701 -0.00229785 0.0010893 -0.00301196 0.00559567 -0.0231137 0.00951592 0.0274078 0.00199796 0.0507531 0.003604 -0.0083738 0.0132774
internal_weight=0.41341 0.0612377 0.0567059 0.0319696 0.0247363 0.0194479 0.0274522 0.0164368 0.0110154 0.0150903 0.014245 0.00569797 0.00520284 0.00861645 0.00316629 0.00939235 0.00475352 0.00301447 0.0100825 0.352173 0.184373 0.167799 0.0201601 0.147639 0.0366677 0.0175575 0.0191102 0.110972 0.0495802 0.0613914
internal_count=2900 616 583 426 157 124 387 254 133 234 80 144 44 98 46 90 60 50 61 2284 1668 616 76 540 106 45 61 434 152 282
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=12 4 5 17 7 6 5 0 18 7 12 17 10 3 5 5 14 14 10 16 3 8 16 16 6 16 15 13 0 7
split_gain=0.000325933 0.00118824 0.00336957 0.00104352 0.00089844 0.00262719 0.00166289 0.00116195 0.000837465 0.0020687 0.000807928 0.00073665 0.000600093 0.000583376 0.0011029 0.00139941 0.00105474 0.000883791 0.00134185 0.00161442 0.000796753 0.000725229 0.00275459 0.00560098 0.00539105 0.00305412 0.00240591 0.00276651 0.00189651 0.0036761
threshold=92.695913642950003 163.60960442095003 20.361635946650004 166.83257850275001 23.564264519350004 14.515339148550002 17.671168838450004 96.943111725850017 13.030213775350001 21.118786167550002 254.30002952885002 167.86887396990002 75.085947125300024 101.23926781830001 25.763052016400003 24.437854605800002 164.58247045880003 165.43326314370003 61.614083433650009 22.714946882600003 108.26152045505002 8.3434888241000014 22.614947116400003 22.544947280100004 16.285380505300001 22.654947022900004 38.469938489650012 113.96105169155001 92.031298721500022 20.778835947700006
decision_type=2 2 2 2 2 2 2 2 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 10 6 7 -1 -6 9 -8 -3 -5 -9 14 15 16 -13 -18 -19 21 -15 22 23 24 26 -24 27 28 29 -20
right_child=1 3 -4 11 5 -7 8 12 -10 -11 -12 13 -14 20 -16 -17 17 18 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.047063821048912907 0.083906203748743316 -0.071582576501972014 -0.016112179564090594 0.049505632053599161 0.050750230450063605 -0.10010665179491607 0.02459671512417241 0.010579362666829585 0.011539485239887298 -0.063862335143308566 0.012586739469107622 -0.068836221830208127 -0.057197301506766524 -0.067218170438752708 0.038156088782713642 -0.046032452016232774 0.074237166369453433 -0.078359939149769825 0.06266328547746039 0.050720927703128006 0.0036677008704397163 -0.00549708251297314 0.065607192962479841 -0.055216929659659644 0.086201653679991108 -0.015847988345471013 -0.054095800709062662 0.10003519427109833 0.0065726851622508967 -0.06164535409797748
leaf_weight=0.0061280033827459937 0.0062319083363036043 0.0035596580962339369 0.0073303764966103913 0.0030224710536419499 0.0029358889114519116 0.0038137183909157111 0.0042512191617642969 0.0023165959501056932 0.0082496853229732103 0.006991541352817876 0.0016780117039002437 0.0021768115073257368 0.0029955702410742191 0.0030275514077117141 0.0075976913640720114 0.0065808222951872488 0.0016396376813645466 0.002136216241082233 0.0030875587642888733 0.0064406832025269969 0.0033293305305804877 0.13231611212210348 0.013849467042462038 0.016593325015003657 0.0079434812214458361 0.0068946161054501678 0.0073722166379919509 0.0029696527926716945 0.11461375245569205 0.010365566552517191
leaf_count=18 17 239 28 32 10 20 36 8 28 23 50 7 37 78 92 86 5 34 15 25 45 485 43 50 12 26 46 4 1225 76
internal_value=-0.000107212 0.000793372 0.0298466 -0.000309745 -0.00896809 -0.0314723 0.0016266 0.000262682 -0.0126579 -0.0304134 -0.0446169 0.000349615 -0.0276404 -7.61745e-05 0.000480812 -0.000373702 0.000541258 0.0010042 0.000634261 0.0011576 -0.0300927 0.000147423 0.0042133 -0.000156001 0.00608677 0.0385343 0.00148886 0.0046161 0.00240349 -0.0331159
internal_weight=0.408439 0.370757 0.0135623 0.357195 0.0376822 0.0120618 0.0256204 0.00824806 0.0194924 0.0112428 0.00523767 0.351957 0.00531217 0.348934 0.342578 0.33498 0.328399 0.326222 0.324583 0.322446 0.00635688 0.316006 0.18369 0.162946 0.146352 0.0207441 0.138409 0.131037 0.128067 0.0134531
internal_count=2900 2720 45 2675 180 75 105 55 87 59 289 2386 45 2354 2231 2139 2053 2046 2041 2007 123 1982 1497 1428 1378 69 1366 1320 1316 91
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=13 13 17 13 16 9 19 0 19 2 5 0 7 15 13 5 10 16 16 15 16 15 19 6 0 9 4 18 15 19
split_gain=0.000314403 0.00188036 0.00218744 0.00162236 0.00167347 0.00179811 0.0014273 0.00124128 0.00205629 0.00269137 0.00175275 0.00250604 0.00248759 0.00189988 0.00503174 0.00210231 0.00197292 0.00128248 0.00173592 0.00150094 0.00275182 0.00174959 0.00206997 0.00179521 0.00184671 0.0021695 0.00127943 0.0018356 0.00121105 0.0013106
threshold=95.870416931800023 92.692659421600013 172.46189488870002 96.429616222950017 12.644970430600003 38.136666659400014 11.850956171350001 98.615332683000005 13.351077205700003 219.74617996645003 16.222050829800004 95.590817286200021 20.778835947700006 23.969938375100003 104.51649827935002 16.579584939650001 75.465019721650009 17.844958270700005 16.859960574100004 28.452330424200003 18.594956516900002 27.008040895250005 13.051052998800001 14.875347560100002 92.313586825200005 195.39349636155001 195.32149859550003 11.780121045600003 27.576031546750006 13.851117550450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 -6 -7 10 9 -9 11 12 -8 14 -12 -16 17 18 -15 21 -21 23 -23 -19 25 -25 -17 -28 -24 -30
right_child=3 2 -4 4 5 6 7 8 -10 -11 13 -13 -14 16 15 26 -18 19 -20 20 -22 22 28 24 -26 -27 27 -29 29 -31
leaf_value=0.0029436085591550052 0.068298471637419464 0.058049038223284513 -0.10003110939098954 -0.068549928488564463 -0.10002794704938336 0.035786426990464408 0.050824181872375335 -0.079171179792311572 0.027711922306136807 0.032388351354879136 -0.10007776711654402 0.047632832998631525 -0.10004149987483052 0.00039451566503332649 0.099979802606915663 -0.10006336648614096 0.065693635075444054 -0.078381797886367746 -0.10006807163061092 -0.072164564115200988 0.00037627887058095917 0.093058779042851467 0.062829471708649262 0.044445543839703221 0.091098499720153381 -0.10010579647476595 -0.10005314023123613 0.038499713518010119 -0.042998772001998087 0.034977106663378742
leaf_weight=0.019836940255358981 0.0035093393771745687 0.0011229631344654703 0.0039698623262722776 0.0035289205100773593 0.0017658916812849914 0.0115075191235397 0.0018828119718818917 0.0083890057200104451 0.0047996629125890413 0.0029135813317999757 0.0067063656722490842 0.016306526013806888 0.0026052489523813449 0.0040835129610279344 0.002168548442057272 0.0013529812611108305 0.0046727328890483468 0.0028329468088941212 0.0029716072757355327 0.0053365140412692793 0.26062867140159035 0.0054328117888101093 0.0043082694974856403 0.0022636998073615189 0.0022136629122542217 0.0019180010467891861 0.0012229305913008491 0.004383994858216278 0.0041067208808840405 0.0045366827066573023
leaf_count=629 33 23 121 87 70 80 5 128 51 35 48 62 55 35 4 47 15 19 64 88 962 13 21 52 8 5 42 57 28 13
internal_value=-9.45878e-05 -0.010972 -0.0651746 0.000622138 -1.1464e-05 0.000639922 0.00112097 6.80265e-06 -0.0271262 -0.0504134 0.00128454 0.0294204 -0.036751 -0.000537323 -0.0343109 0.0140058 0.00121436 0.000212157 -0.0419202 0.00122466 -0.00107923 0.0234156 0.0412496 -0.0121129 0.0172421 -0.0218551 -0.0127817 0.00827985 0.0195174 -0.0020714
internal_weight=0.403279 0.0249298 0.00509283 0.378349 0.37484 0.371311 0.369545 0.358037 0.0161022 0.0113026 0.341935 0.0207946 0.00448806 0.321141 0.0158348 0.00912846 0.305306 0.300633 0.00705512 0.293578 0.265965 0.0276128 0.0183845 0.00922831 0.00639536 0.0041817 0.00695991 0.00560693 0.0129517 0.0086434
internal_count=2900 773 144 2127 2094 2007 1937 1857 214 163 1643 122 60 1521 198 150 1323 1308 99 1209 1050 159 75 84 65 57 146 99 62 41
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=10 5 18 17 15 18 17 2 16 17 8 18 13 10 5 15 15 6 6 9 9 5 18 17 9 17 2 16 16 5
split_gain=0.000297834 0.00128255 0.000647465 0.000794549 0.00148829 0.000687019 0.000504617 0.000609053 0.00124429 0.000826429 0.00151139 0.00218866 0.00116993 0.000785707 0.000765595 0.000959112 0.00079148 0.000898325 0.00211239 0.00079849 0.00161584 0.00123988 0.00076991 0.000696581 0.00177223 0.00103805 0.00186024 0.00118289 0.0021891 0.000705012
threshold=90.740838818900016 7.7286379265000011 18.645258535250004 220.68978861510001 24.287520732450002 16.915500282450004 216.92268020535002 350.11194356230004 22.634947069650003 208.12573104970002 8.543332867800002 15.502113896900001 107.24528328170003 76.220476456350013 2.2738924210000007 12.066969111850002 13.029010608550001 5.1551204485500008 2.7550643716500001 220.28141982375004 215.80505313260002 26.429611911700004 14.682853263650001 204.75389752000004 202.37225149245003 200.83528241485001 229.52120806975003 19.974953289850003 18.684956306450005 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=2 -2 3 6 -5 -6 7 9 -9 14 11 -11 13 -13 -1 -16 -17 18 -18 20 23 22 -21 25 -25 29 27 28 -27 -19
right_child=1 -3 -4 4 5 -7 -8 8 -10 10 -12 12 -14 -15 15 16 17 19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.063156059087632138 -0.10001080301772941 0.027894860105832281 0.045836478839718753 -0.10002370091403007 -0.040005790828070882 0.044237806501516284 0.03537096860083002 -0.073808797948177005 0.039616165083865215 -0.091379013921775692 0.036215901613604239 -0.10003776863655156 0.067977452385432596 0.0026027707445514196 -0.060513420277263696 0.053448584498560929 0.024506255561999184 0.023168692138976189 -0.10001651012837441 -0.10005644602715091 0.050575604747337612 0.016883975343271771 -0.019109933318570575 0.054385251588808775 -0.012971555122597029 -0.061912955608476233 0.026842459043175483 -0.05384867653441331 0.052759388160352576 0.00087546974343457532
leaf_weight=0.0019896691079139819 0.0014465810685150285 0.0017114787114236307 0.0030763070569150832 0.00227764619156856 0.0019485119361348779 0.0019238176837799159 0.0040706520464652831 0.0029779510635999642 0.0014323725929185349 0.0048586235054983717 0.0031378147784835173 0.0011361862471179762 0.0017751162882611027 0.0021705929883850672 0.0025207708441525858 0.0028964884822010864 0.0026580292525792961 0.014941915004328621 0.0027946315003295474 0.002533098968115155 0.0068017940028408655 0.0033702381160765071 0.0021916405894844004 0.008111337870083446 0.0075347726737362555 0.0031539284420922789 0.0065301905165515697 0.012051453649291943 0.0035257451404504536 0.28029679750004566
leaf_count=17 240 89 39 46 20 24 34 67 8 32 25 25 16 48 63 34 23 114 184 16 66 17 39 24 45 39 33 39 18 1416
internal_value=-0.000105956 -0.0306936 0.000138788 -0.00022019 -0.0358806 0.00184739 0.000348766 -2.5032e-05 -0.036971 0.000407201 -0.0242907 -0.0433901 0.00249039 -0.0326638 0.00129482 0.000954729 0.00138587 0.000962862 -0.0393149 0.00158849 0.00232122 -0.0294543 -0.0625082 0.00134481 0.0219479 0.000339016 -0.019117 -0.0351398 -0.00138523 0.00200372
internal_weight=0.397846 0.00315806 0.394688 0.391612 0.00614998 0.00387233 0.385462 0.381391 0.00441032 0.376981 0.0130783 0.00994052 0.0050819 0.00330678 0.363903 0.361913 0.359392 0.356496 0.00545266 0.351043 0.342948 0.00809498 0.00472474 0.336146 0.0156461 0.3205 0.0252613 0.0187311 0.00667967 0.295239
internal_count=2900 329 2571 2532 90 44 2442 2408 75 2333 146 121 89 73 2187 2170 2107 2073 207 1866 1794 72 55 1728 69 1659 129 96 57 1530
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=7 7 7 7 6 0 10 7 18 18 7 15 12 18 2 7 17 15 6 12 5 7 18 5 6 3 10 19 6 3
split_gain=0.000321348 0.002073 0.00136988 0.00195252 0.00287542 0.00236138 0.00209437 0.0014764 0.00138417 0.00314209 0.00226024 0.00195924 0.00171496 0.00223256 0.00151537 0.00221868 0.00123532 0.00118308 0.00171713 0.00111225 0.00220424 0.00150378 0.00125907 0.00117773 0.00109291 0.00147443 0.00337901 0.00188672 0.00156421 0.0016301
threshold=24.390191290350007 24.575790737200006 23.974509389900003 24.052187734100006 14.755344756250002 89.057864029250013 75.403185184700007 23.9444576715 14.322090334300002 13.954623666350001 23.824098587650003 30.505324983850006 255.91119495340004 14.385463547100001 73.935594769650024 23.425421956250002 193.73902333365001 34.279674133750014 14.835346625500001 266.39085111275006 24.038949512150001 23.539316666200005 13.919698996450002 34.084463989350006 7.2051683476000008 89.125075482450015 65.727424373200009 13.051052998800001 15.710367070250003 89.896662965950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 7 -4 6 -6 -5 8 9 19 12 14 13 -10 -11 -16 -14 18 -2 22 -21 23 24 -22 -1 27 28 -26 -27 -30
right_child=1 -3 3 4 5 -7 -8 -9 10 11 -12 -13 16 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.068674387592089381 -0.074322966822586364 -0.00035939328431469045 0.06145913712322594 -0.10005275963799279 -0.013019686643392637 0.050351397583904979 0.018295852367060435 -0.05311637367245782 0.027586861293781781 -0.053692632304743616 0.090664190783805998 -0.078350140353492609 0.07556818678483028 -0.10002508359495732 -0.052389477002733546 0.068402562376608453 -0.01491681288238627 -0.084539118293911475 0.039141520566563066 -0.10005760160245192 -0.10002377612289262 0.062740164606375812 0.047920489837724796 0.03662470281063928 -3.1528745229079287e-06 0.03801810851629734 -0.070484366010018937 0.063535889218522615 -0.057264966142127095 0.0016626236220075121
leaf_weight=0.0021773065273861516 0.00258485655135135 0.10073136675404823 0.0085100007075169515 0.0037746463283383483 0.01034893289579486 0.013617008700748556 0.0024762291231326117 0.0053358809186647696 0.0027893651086081661 0.0052327729634049636 0.0042774273131129794 0.0079929754987659862 0.0039578981877141928 0.0026960185098037215 0.0025682953632402139 0.0037276310974903026 0.0024382791874204557 0.004707644647139464 0.0027557046828121656 0.003149344315242282 0.0015959683351150986 0.0024530293147222437 0.0061007159447399309 0.0010428439127853906 0.010191988682933611 0.011506370206598587 0.0066055731206839932 0.0086308076679415535 0.004850497134611941 0.14584326185684515
leaf_count=25 42 1265 33 44 38 33 28 11 19 17 16 28 28 87 45 12 30 26 9 34 45 13 15 21 61 70 31 22 7 745
internal_value=-0.000111975 -0.00467987 0.0016705 0.0191483 0.00723228 0.0229866 -0.05317 -0.00109034 6.71723e-05 -0.00197479 0.0283316 -0.0403031 0.0058915 -0.0351333 -0.0139247 0.0191279 0.0410745 -0.0479918 -0.0157758 0.00169037 -0.0342976 0.0063754 0.00320427 -0.0460211 0.00176701 0.00258443 -0.0003757 0.0291314 0.00247946 -0.000234125
internal_weight=0.394671 0.11078 0.283891 0.0387268 0.0302168 0.0239659 0.00625088 0.245164 0.239828 0.223669 0.016159 0.0195217 0.0118816 0.00548538 0.0115287 0.00629593 0.00639618 0.0100482 0.00534056 0.204148 0.00824119 0.00509184 0.195907 0.00263881 0.189806 0.187628 0.168806 0.0188228 0.1622 0.150694
internal_count=2900 1342 1558 176 143 71 72 1382 1371 1191 180 102 164 106 74 57 58 77 51 1089 113 79 976 66 961 936 853 83 822 752
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=12 2 14 14 0 3 5 6 4 10 5 5 15 5 16 4 7 18 16 6 6 14 6 14 2 15 18 18 18 0
split_gain=0.000342254 0.00105373 0.000911765 0.000959726 0.000886291 0.00165517 0.00132482 0.00155558 0.00144589 0.00147117 0.00195174 0.00190119 0.00167342 0.00211478 0.00123374 0.0028165 0.00248494 0.00376836 0.00211111 0.00146408 0.00152983 0.00157443 0.00441541 0.00306526 0.00299677 0.00468208 0.00262478 0.00293673 0.00235228 0.00242969
threshold=92.695913642950003 71.847610775600018 159.83069436635003 168.39662374755002 86.345209775600011 93.356708579850007 21.042547594650003 14.515339148550002 390.96858665540009 62.041548276350007 21.964328598750004 22.382291025900006 42.385947950200006 21.746930049350002 22.604947139800004 227.22863097060005 23.856905110850004 13.878370392300001 22.594947163200004 16.565387047600002 16.455384477450004 227.57315983240002 16.265380038000004 244.99684607285005 128.59294673040003 31.385732506450001 14.371157440600003 14.597307883300003 13.415872650200003 86.866770652900016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 5 -5 -7 -8 9 10 -9 -12 13 -11 18 -16 -17 -18 19 20 21 22 24 26 25 -6 -23 -28 -25 -30
right_child=1 2 3 4 14 6 7 8 -10 12 11 -13 -14 -15 15 16 17 -19 -20 -21 -22 23 -24 28 -26 -27 27 -29 29 -31
leaf_value=-0.0095404063580964756 0.0338308161704843 -0.053838578070356483 0.033236006131578247 -0.055028025170284822 0.015508406952737844 -0.072618190104918504 0.080857971653518323 0.062645475191789923 -0.090509550883318829 0.0037671709134892012 -0.070065780088654619 0.0048173806044966051 0.01667302020409716 -0.10005416192597257 -0.043711017455701474 0.057413611145943205 -0.069250301862320729 0.034006247380187309 -0.064022243529928788 0.043396267297548356 -0.045702819312044389 -0.089056896581890421 0.077707427918848077 -0.050141899516881819 0.06343393226678061 -0.043754468721885292 0.09971145929846309 -0.044356927857487127 0.0687849649284034 0.00038589152980729132
leaf_weight=0.03506086548081 0.0094112785650537489 0.0031267394043368304 0.0086794625959809579 0.0073536256422812021 0.04057274789222623 0.0027884558275932383 0.0021779314876181335 0.0053150577900993373 0.0019217389827635841 0.003221634920919314 0.003704601546788421 0.039980831991214223 0.0044444298735593088 0.0050178002148348888 0.0061296326966839834 0.016639557649796188 0.0050595885759321382 0.01172499345216238 0.0051243589655314272 0.0078206317664486491 0.0072818438357060691 0.0077290390969153577 0.0090636420953842389 0.0086560770619499294 0.0074057025333615903 0.019855399939501694 0.0019490452502282096 0.005162886950446588 0.0055051061776794077 0.091719677140087913
leaf_count=180 30 10 37 20 301 16 12 21 49 10 11 423 48 71 15 41 13 48 14 27 31 23 28 37 21 62 7 85 12 1197
internal_value=-0.000115304 0.000816746 -8.35023e-05 0.000407946 -0.000446862 -0.00994115 -0.00510609 -0.00224438 -0.00508988 -0.00242868 0.00542855 -0.00153284 -0.0327829 -0.0594598 0.0023537 0.0186012 0.0300287 0.00288032 -0.000596328 0.000931569 -0.000689216 0.000969438 0.0121531 -0.00615433 0.00339401 -0.00396411 -0.0487159 -0.00487458 -0.000188606 0.00425882
internal_weight=0.389604 0.354544 0.345132 0.342006 0.333326 0.0759261 0.0685725 0.065784 0.0636061 0.0616844 0.0490005 0.0436854 0.0126839 0.00823944 0.2574 0.0395538 0.0334241 0.0167846 0.217846 0.212722 0.204901 0.197619 0.0768975 0.120722 0.0678339 0.0604281 0.014841 0.00711193 0.105881 0.0972248
internal_count=2900 2720 2690 2680 2643 681 661 645 633 584 455 434 129 81 1962 117 102 61 1845 1831 1804 1773 412 1361 384 363 115 92 1246 1209
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=7 7 7 7 7 15 3 9 3 10 7 18 2 10 3 5 16 0 15 13 15 6 19 14 5 2 0 19 12 3
split_gain=0.000304443 0.00171436 0.00113916 0.00283535 0.00225521 0.00152401 0.00129038 0.00202252 0.00178586 0.00184562 0.00137108 0.00109293 0.00290095 0.00204336 0.0042392 0.00249876 0.00135542 0.00288654 0.00183208 0.00119759 0.000995446 0.00144911 0.000981716 0.000950072 0.00284267 0.00144393 0.00131785 0.00315588 0.00321977 0.00227558
threshold=24.390191290350007 24.575790737200006 24.252468908850002 24.176224535650004 24.142338514450003 35.645792850250011 82.511468481600005 59.469124515800011 82.866344954800013 74.292851976800009 22.806258769100005 13.954623666350001 73.935594769650024 68.579878449600017 88.727183679150016 18.367178700250005 18.564956587050002 92.313586825200005 26.410889167300002 113.74059812490002 34.279674133750014 14.835346625500001 11.350915826550002 314.01641298495002 23.721757872050002 215.60007756200005 87.29692395375001 14.251149826300002 179.56104441760002 92.751805500450018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 3 4 6 -4 7 10 -8 11 -1 16 -13 14 -14 -15 18 23 22 -16 21 -2 -10 25 -25 26 29 -28 -29 -18
right_child=1 -3 5 -5 -6 -7 8 -9 9 -11 -12 12 13 15 19 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.025876948513995308 -0.071160437761403475 -0.00073313129014545815 -0.0040991507203292565 -0.079183370563512948 0.075535425662228775 0.065924249958601341 -0.074280544884411534 0.087994552630921985 -0.10002103126108652 0.070690958054940384 -0.067131910461335029 -0.10008519045611733 -0.10009398423391092 0.077725018812620894 0.048502768506796953 -0.017132141293756079 -0.055965076972419509 0.067429524645239422 -0.10014495060610505 -0.019588994112908369 -0.081261544556614176 0.034701025093531103 0.001330676193563563 -0.089951166916905703 0.0094910201708842089 0.048061214358387061 -0.014636355776312613 0.011818984795133054 0.082259788067430673 -0.00079854959670401992
leaf_weight=0.0066465755267212934 0.0024787315959073908 0.10038569437725525 0.0061579688340884786 0.0044161822919477336 0.0040635433495594944 0.0062757448302761532 0.0032993636455103106 0.0042236410172407099 0.0010717483500316616 0.0036165625291055816 0.0020812383809527546 0.0038376646226652147 0.0056349758349654158 0.0050553399116597397 0.0042124870336213149 0.0061620493294132217 0.0080506983413215633 0.0068175409996911176 0.0028898554054393464 0.0066773264115056463 0.0042421953722135974 0.0027033330958090573 0.0088266502815581224 0.0044212687013569446 0.00821766393226709 0.0068615772505267172 0.020936379281920381 0.018525113213399891 0.0099873209037468769 0.10497007216699415
leaf_count=78 42 1265 37 33 11 18 13 24 51 75 37 19 24 20 24 39 20 17 47 24 26 9 236 17 89 30 39 33 19 484
internal_value=-0.000112824 -0.00456154 0.00167048 0.000264339 0.00162908 0.0312442 0.000442142 0.0311882 -0.00121656 -0.000198428 0.00369801 -0.00129802 -0.0185957 -0.00732295 -0.0296834 0.0256171 0.00141191 0.00354612 -0.0300945 0.00675082 -0.0453411 -0.0159356 -0.00964317 0.00115272 -0.0252952 0.0031268 0.00122908 0.0148451 0.036493 -0.00472817
internal_weight=0.383747 0.10981 0.273937 0.261503 0.257087 0.0124337 0.253023 0.0129515 0.240072 0.236772 0.00872781 0.233156 0.0315798 0.0277422 0.0165248 0.0112174 0.201576 0.188788 0.0127883 0.0108898 0.00942426 0.00518206 0.0098984 0.18197 0.0126389 0.169331 0.16247 0.0494488 0.0285124 0.113021
internal_count=2900 1342 1558 1503 1470 55 1459 139 1320 1307 115 1232 150 131 72 59 1082 748 334 48 77 51 287 731 106 625 595 91 52 504
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=6 6 0 18 3 0 9 15 0 6 15 9 7 6 6 18 17 17 16 13 3 6 5 9 3 9 5 2 19 8
split_gain=0.000292353 0.00252779 0.000941935 0.0010771 0.00124969 0.00266361 0.0022727 0.00239952 0.00315934 0.00204372 0.00173636 0.00152542 0.00114603 0.00110748 0.00185324 0.00399929 0.00101343 0.00212416 0.00195277 0.00472294 0.00179875 0.00171578 0.00159931 0.00144744 0.00191051 0.00107793 0.00100099 0.00264643 0.00217286 0.001435
threshold=13.665319288000001 13.775321858200002 97.835679825150024 15.556223714900002 85.54673771085001 93.442739239950015 206.08249486475003 28.777417478550003 95.002044955650021 14.855347092800002 27.008040895250005 214.22994816675003 24.122256664450003 14.785345457250001 15.135353635100001 14.371157440600003 173.06150329755005 167.56787829315002 20.674951653000004 113.85351336640001 103.44111502715002 15.745367888000002 29.040033326300005 194.46727572990002 88.918064206450012 71.82068887245002 21.197160116700001 107.86920410340001 14.451165964200003 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 6 13 7 10 -9 -7 12 -8 -3 -6 15 -15 17 20 23 -20 -16 -21 -19 -18 -25 -22 27 -23 -29 -28
right_child=1 2 -4 -5 5 9 11 8 -10 -11 -12 -13 -14 14 16 -17 18 22 19 21 25 26 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.0059156392047352568 0.06056207266982308 0.021027968063151731 -0.047752125141494781 0.045344168231020665 0.038777086113646282 -0.0043737340089206288 -0.10004569551458498 -0.10005902029938613 0.018796886693535447 0.072944779413641261 0.050399124353511897 -0.0085038305052818116 -0.035764257365686336 -0.074147404020396837 0.091948092944259513 0.028015846667660823 0.074654473797318113 -0.08957365913130283 -0.085130182065705912 0.039792153340493269 0.016239858481723803 0.0048221932581814309 -0.0049593330396348074 -0.030075227776229202 0.050075030681210213 -0.1000416152171691 0.012470093549690149 -0.081799859603581479 -0.0046449082003498024 -0.010886234902336906
leaf_weight=0.070582211835920838 0.0070146198504517079 0.0069362663807055192 0.0041025788146953337 0.0052597231706350547 0.0070438261549288219 0.0054883965260401632 0.0048198588926186827 0.0051256741346321633 0.003967529200904707 0.0090652547633567337 0.0079031251480046194 0.0029250199433672464 0.0072850915277058448 0.009801011254404135 0.0022947570740896811 0.0062913033440281643 0.0059485428608272986 0.0053360746205741924 0.0063260823339987829 0.01171331886871485 0.0024922466966055268 0.028837971203756738 0.0038422777183016871 0.0053645661751611229 0.006673808374035417 0.0011721407410740514 0.081034149581778139 0.0081491072975836687 0.0066114375534347411 0.038948646534056275
leaf_count=1334 34 18 36 52 38 29 59 54 24 25 18 25 23 35 43 19 71 59 26 25 45 72 42 27 24 85 307 25 22 204
internal_value=-0.000111044 0.00122013 -0.000163902 0.000494212 -0.000315329 0.00225748 -0.0169843 -0.00495464 -0.0482 0.0437868 0.0128193 -0.0654729 -0.00806465 -0.000283301 -0.0014752 -0.0342066 0.000977589 -0.0239681 0.00286938 -0.000243288 0.0225216 0.00282013 -0.0541521 0.0342991 0.0143583 -0.0209555 0.000172735 -0.0128042 -0.0472412 0.0048882
internal_weight=0.378357 0.307774 0.30076 0.296657 0.291397 0.252435 0.0389626 0.0312177 0.0090932 0.0145537 0.0221245 0.00774488 0.0142214 0.237881 0.230837 0.0160923 0.214745 0.0151375 0.199608 0.181621 0.00595914 0.175295 0.00917835 0.0179869 0.0120384 0.00366439 0.163581 0.0435985 0.0147605 0.119983
internal_count=2900 1566 1532 1496 1444 1223 221 137 78 54 59 84 41 1169 1131 54 1077 274 803 681 173 655 101 122 51 130 630 119 47 511
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=0 6 4 18 5 13 6 7 10 3 3 19 7 17 6 0 12 16 19 7 12 5 16 16 5 3 4 5 18 16
split_gain=0.000300291 0.000723941 0.00165712 0.00159676 0.000991886 0.000941798 0.000981736 0.000890073 0.000794957 0.00106999 0.000667339 0.000623767 0.000606457 0.00182808 0.00164913 0.00151284 0.00210409 0.00170788 0.00164248 0.00131776 0.000975628 0.00241918 0.000914888 0.000840362 0.000816994 0.000708356 0.00363437 0.00238616 0.00181261 0.00175577
threshold=85.716110573100011 16.525386113000007 205.67906899175003 13.434779691800001 22.665750084250003 117.66037007905001 16.445384243750002 19.617375644250004 61.86411003975001 94.383699585650007 93.964300117300013 14.651182102100002 22.580174331950005 189.37128582595003 14.055328400500002 89.528344202050008 98.870599058600007 22.584947186600004 14.051133688400002 22.638073512250003 211.56805207830004 13.264960807550002 22.714946882600003 11.934972090850001 9.2840159951500016 93.308316333450009 190.00198300580004 22.504913082700003 13.258783262950002 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 2 10 5 -3 6 7 -4 9 -6 -1 12 13 15 24 16 -2 -18 20 -14 21 -17 25 -22 -15 -21 -27 -28 -29 -30
right_child=11 4 3 -5 8 -7 -8 -9 -10 -11 -12 -13 19 14 -16 18 17 -19 -20 22 23 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.032027440152252749 -0.062463208361552482 0.053189687320954908 0.065184084026135944 -0.10002444836085114 0.085268728025670357 0.087615601901869899 -0.064234675678658482 -0.037162915389142091 -0.064531251125608563 -0.0065150407438947892 -0.10004898967290028 0.024941748107129166 -0.041224258295511351 0.049358170660679226 0.085040335272875731 0.035887406162679145 -0.035995110220231823 0.040628650156985434 0.10001199154319501 0.00074701020905333225 -0.011692346256450303 -0.10003514318590463 0.054566484643887053 0.064701654558700458 -0.068689121695278216 0.05664666948814813 -0.089450416367057625 -0.054087825926309466 0.052643493917283291 -0.027881888578916665
leaf_weight=0.0027567285055739134 0.0066980870177664178 0.0032801057917577472 0.0024077807740923163 0.0012897432426721978 0.0013792010249744626 0.0016307033635882817 0.0016183055417717321 0.0013131302925778257 0.0020892588318960894 0.016060522843939194 0.0030248830171004104 0.010387775088020135 0.0081434047831585588 0.001076806588571344 0.0054708548257167422 0.0031221142986055384 0.0051078840357163813 0.0067570054402494861 0.0024619181567686619 0.24484463016980074 0.0022583694509421548 0.0022553459799006248 0.0029942251239845055 0.0039734481007502875 0.0012870155546700346 0.0056121788074960923 0.0056669712477210856 0.0071639877251929987 0.0052017143343334737 0.0056474616141883871
leaf_count=16 16 24 14 29 7 13 42 48 72 271 44 32 23 11 20 33 37 19 9 1833 32 50 15 30 32 14 25 42 15 32
internal_value=-0.000120866 -0.00869048 -0.0265546 0.00218739 0.00230667 0.0211011 0.000786239 0.0290653 -0.00623969 0.000743576 -0.0676157 0.000818628 4.9355e-05 0.0115054 0.0548827 0.0010915 -0.0176542 0.0076418 0.0258212 -0.00157579 0.0100879 -0.0211195 -0.000410729 0.037017 -0.0149143 -0.00101121 -0.0157076 -0.0328555 -0.0150507 0.0107266
internal_weight=0.372982 0.0368504 0.0140413 0.00825966 0.0228091 0.00696992 0.00533922 0.00372091 0.019529 0.0174397 0.00578161 0.336131 0.325743 0.0404688 0.00783468 0.0326342 0.018563 0.0118649 0.0140712 0.285275 0.0116093 0.00537746 0.277131 0.00623182 0.00236382 0.274137 0.0292923 0.0236801 0.0180132 0.0108492
internal_count=2900 580 206 146 374 117 104 62 350 278 60 2320 2288 289 63 226 72 56 154 1999 145 83 1976 62 43 1961 128 114 89 47
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=15 13 7 15 14 16 15 12 18 16 8 17 3 8 19 19 12 6 2 12 17 15 10 6 15 4 5 6 0 16
split_gain=0.000310537 0.00144439 0.00119663 0.000493797 0.000453349 0.00103173 0.000908669 0.000627323 0.00110589 0.00112316 0.00133574 0.000816005 0.00162823 0.00184009 0.00103435 0.00136026 0.00116367 0.000901481 0.000832705 0.000801553 0.00282804 0.00149747 0.00235289 0.00140437 0.00134879 0.00130501 0.00139638 0.00301335 0.00237059 0.00298877
threshold=46.574831689400007 117.61735474900001 23.539316666200005 46.422062705750008 462.66931228825007 22.514947350300002 11.667506985600001 327.98456567570003 13.919698996450002 22.624947093000003 5.5456722124000004 208.12573104970002 83.269613674350026 8.543332867800002 13.451085274650001 12.851036860900001 222.49441569665001 8.5201990730500015 187.03662689815005 234.88438170465002 204.75389752000004 43.758818131150008 61.923256118600001 16.515385879350003 42.80317728375001 309.48890441440005 23.234643166550004 16.265380038000004 89.219171517050015 15.794963064500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -9 10 -10 19 14 -14 15 16 -13 -18 -16 21 23 24 -23 25 -1 -21 27 28 -27 -30
right_child=1 2 -4 -5 5 -7 -8 8 9 -11 -12 12 13 -15 18 -17 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0002914819823524482 -0.080805070169438845 -0.049349249449245403 0.046108994528195543 0.042871243161874489 0.060238071528636229 0.10001231032719929 -0.068399139438659093 -0.089819221641822475 0.023643644200511502 0.05809044596414064 -0.067105000061657094 -0.063515628553073258 -0.10009090847357804 0.0065319182726143541 0.060379526527836229 -0.082016324482261538 -0.02498496770724145 0.085208969788950595 -0.014571687571594686 0.050502808428154349 0.0913759696147914 0.029311816148078075 -0.078131677193866544 -0.052942673462711864 0.042163042487234105 0.077735802990231112 0.049002299096676298 -0.10008167900283244 0.01086823273556245 -0.090405463042234402
leaf_weight=0.26136445596272145 0.0026070779194268673 0.0021326227588663454 0.003417788015667611 0.0027071123660107324 0.0010314802252149322 0.0014651119454356376 0.0011742691331921278 0.0020725293750074045 0.0028440761304580064 0.0019589193070714828 0.0037746197657657632 0.0015321525940983349 0.0041860132633715344 0.0026390158141680331 0.0037834737447468569 0.0026290661882013566 0.0012066811027260371 0.0019295601865110257 0.0024371018981241832 0.0070335790774152104 0.0042689105910040928 0.0031317624670919031 0.0058367990106020784 0.0036953280043128247 0.007703948216317257 0.0037901580876109611 0.0053785306931644064 0.0030635758789685488 0.014768443332803471 0.0036304052273492945
leaf_count=1678 76 38 18 11 30 6 45 40 76 15 63 83 38 21 27 57 54 18 24 21 21 12 41 34 31 17 32 9 195 69
internal_value=-0.000113444 -0.0194076 0.00943127 0.000322501 1.05365e-06 0.0349631 -0.00824419 -0.000360817 -0.0242635 -0.00842391 -0.02811 0.000379185 -0.0190476 -0.0588633 0.00105464 -0.0244846 0.00791521 0.0428114 0.0310151 0.0016002 0.0138845 -0.000415781 -0.0406131 0.00588629 0.000924073 0.0116581 0.00273846 -0.00711525 0.00572037 -0.00911479
internal_weight=0.369195 0.00815749 0.00555041 0.361037 0.35833 0.00367086 0.00220575 0.354659 0.0106501 0.00857762 0.0066187 0.344009 0.0203431 0.00682503 0.013518 0.00729746 0.00466839 0.00313624 0.00622058 0.323666 0.0456289 0.278037 0.00896856 0.04136 0.269068 0.0376647 0.0306311 0.0252526 0.022189 0.0183988
internal_count=2900 132 56 2768 2757 81 75 2676 194 154 139 2482 322 59 263 212 155 72 51 2160 398 1762 53 377 1709 343 322 290 281 264
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=16 16 14 19 13 13 5 16 12 3 0 16 0 9 19 3 5 18 3 13 17 17 7 5 5 9 8 19 0 18
split_gain=0.000282689 0.00163667 0.00134194 0.00302825 0.00163788 0.00212377 0.00165891 0.00158988 0.00141517 0.00132067 0.00173633 0.00262781 0.00271937 0.00222607 0.00190601 0.00236764 0.0027276 0.00221153 0.001754 0.00370837 0.00324856 0.0022909 0.00237978 0.00190593 0.00132981 0.00244389 0.00473852 0.00163585 0.00147483 0.00149579
threshold=18.594956516900002 18.484956774100002 169.50964292540002 12.651020723000002 108.61908538635001 107.97116697695002 18.613387752550004 18.324957148300005 94.472960382900013 83.511574906150017 94.047642319350018 19.214955067100004 92.313586825200005 197.89372115420002 13.751109481500002 86.302194445500007 18.152162791050003 14.194363735100003 89.227236891450005 113.85351336640001 198.47149978265003 203.35246479535002 24.122256664450003 19.500380888400006 21.197160116700001 196.26893085885004 8.6432548896500023 14.451165964200003 87.181320254150009 13.878370392300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -4 -2 11 12 -11 -12 17 -16 -17 -13 20 -20 -18 -22 -23 -21 25 27 -27 -25 29 -26
right_child=9 -3 4 -5 6 -7 -8 -9 -10 10 13 14 -14 -15 15 16 18 -19 19 23 21 22 -24 24 28 26 -28 -29 -30 -31
leaf_value=0.021563341430796069 0.043199619792291595 -0.079563816124733316 0.072408943876006188 -0.10007281078879107 0.081709236768047019 -0.083439477196247294 -0.05961909090386102 0.084340513006224138 -0.0038612448390147034 -0.010398203359251198 0.013982107377998884 -0.0073839938272211685 0.075389259214588153 -0.072119996344906651 0.065696712290810574 -0.07280476170588393 -0.040069694362190197 -0.10007473848592026 -0.087498551170548666 0.060531461128821865 0.09151381993257704 -0.045511243614162929 0.068043332807185386 -0.017866220603446708 0.0010851071827640969 -0.077123273254422892 0.024201321897726266 0.033272454062733145 0.023913741406127433 -0.060920676070641812
leaf_weight=0.0039652906531466581 0.0074311895205028114 0.0028266875660225557 0.0025087495517026456 0.0042303132115053543 0.0043355075504880663 0.0031108473054730626 0.0010273546101566347 0.0022126444087007249 0.080318907143884455 0.006042903655764765 0.0051571553078701982 0.00716353220614252 0.0095103512057903572 0.0071875494483890634 0.0056222977368634011 0.0050308405329815278 0.0049886977576534255 0.0040177747014880083 0.0048623833135934538 0.0052228718068363369 0.0076280096038487955 0.0035575632400650647 0.0038350754519456132 0.013823732544551603 0.094167608053719265 0.013084762722293419 0.0071306579298067154 0.011425099375628633 0.029823211752955103 0.0040581728131368058
leaf_count=41 31 51 19 40 16 42 142 11 1427 41 34 50 32 56 14 17 13 25 14 14 22 13 28 40 475 36 22 30 76 28
internal_value=-0.000113555 -0.00450717 -0.00242121 -0.0412214 0.000979255 -0.00228502 0.0546352 0.000683682 -0.00155111 0.00164773 0.00042889 0.00230259 0.0420583 -0.0361498 -0.000440156 0.00166033 -6.52944e-05 -0.0406905 0.00173199 -0.00133208 0.0298468 0.0530676 0.0133974 0.00101201 -0.000779567 -0.0154716 -0.0413827 0.00527404 0.00443689 -0.00147665
internal_weight=0.365308 0.104536 0.10171 0.0081956 0.093514 0.0881511 0.00536286 0.0850403 0.0828277 0.260771 0.25334 0.240996 0.0155533 0.0123447 0.225442 0.214261 0.208639 0.0111813 0.203608 0.183599 0.0200093 0.0150206 0.00739264 0.178736 0.173513 0.0454643 0.0202154 0.0252488 0.128049 0.0982258
internal_count=2900 1789 1738 81 1657 1499 158 1457 1446 1111 1080 990 73 90 917 842 828 75 811 735 76 63 41 721 707 128 58 70 579 503
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=9 9 14 4 12 2 13 6 15 16 2 14 9 9 15 7 2 16 7 9 7 16 2 7 12 18 13 5 12 4
split_gain=0.000288987 0.000904049 0.00200527 0.00157067 0.00149431 0.00136435 0.00109548 0.00137285 0.00186556 0.000867275 0.000814792 0.00126683 0.000617191 0.000599246 0.000612951 0.00131602 0.000587284 0.000573205 0.000506474 0.00138105 0.00064579 0.000956604 0.000810074 0.000817391 0.000939753 0.000620401 0.000617181 0.000980812 0.00191582 0.00161418
threshold=207.37918994975004 214.22994816675003 181.81034871985003 190.68865001715002 186.295507759 169.65174180905004 99.19872809730002 14.185331438000002 34.761639995350009 22.604947139800004 195.12355368615002 462.66931228825007 218.56826805385003 206.65653280825003 46.574831689400007 23.539316666200005 164.41964690330002 20.514952027100005 27.952168727600004 41.133939724950004 27.198839780950003 11.934972090850001 223.36808516470003 20.696106785750004 325.25099387990002 18.645258535250004 89.141206231250024 11.848158554650002 172.75554276225003 248.34582299520005
decision_type=2 2 2 2 2 2 2 2 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 17 -3 -5 -6 -4 -8 16 -10 12 -12 -7 14 18 -16 -9 -2 20 -20 21 22 -1 -24 -25 -22 -23 28 29 -28
right_child=1 3 6 4 5 10 7 8 9 -11 11 -13 -14 -15 15 -17 -18 -19 19 -21 25 26 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.1000098361219679 -0.0021627197892107757 -0.049833842399566348 0.033920061234518781 0.05678294143538104 -0.092627946697774785 0.084757247234854255 -0.078555051869049361 -0.0001706407821325323 -0.090054474624241737 -0.020221330434152751 -0.019993208983415899 0.087718196747103017 0.014296420821567405 0.038651554627899251 -0.100021732862594 0.0052032038020312218 0.072367363150098882 0.064294436981707351 0.020406284742924496 -0.1000119112000189 0.011715912948116677 0.045895001247938584 0.044766306566185556 -0.10003383882762103 0.0087339222743402778 0.089403797070287144 -0.026018103942424001 0.0025143983854771816 -0.088145322275427471 0.092462788408435567
leaf_weight=0.0015648039512418102 0.0023315318017900341 0.0043219574726203183 0.0021121028397794719 0.0064488536607488758 0.001445752627375895 0.0019949976346254053 0.0066344659255506136 0.0030726255390973733 0.0034797712550739685 0.0036373856433060681 0.009248362011649025 0.0012381087853530212 0.0032986620200965433 0.0041865474750295553 0.0018897802087840523 0.003203219355738085 0.0017528688604784293 0.0029274085954966722 0.002071460302957461 0.0017630110362461537 0.0029014482618538997 0.0031516215451219401 0.0014722675902447691 0.0015805373024857516 0.0015969569905265324 0.0015919314145023122 0.0044923622089026449 0.2688086123883488 0.0035644992219322491 0.0015454717453948774
leaf_count=167 29 39 40 71 13 17 73 37 43 20 148 17 36 33 81 29 17 16 167 93 49 25 17 50 22 15 90 1306 126 14
internal_value=-0.000113464 -0.00686094 -0.0203078 0.00560201 0.0157221 0.000350212 -0.0343234 -0.0420822 -0.0218206 -0.0543647 0.00886874 -0.00727602 0.0408507 0.00107845 0.000556195 -0.033841 0.0261789 0.0348309 0.00114783 -0.0349595 0.00162154 0.00103417 -0.0377737 -0.0168291 -0.0453689 0.0392395 0.00189073 0.0013926 -0.0300113 0.00430881
internal_weight=0.359329 0.0539449 0.0259482 0.0279967 0.0236747 0.0172259 0.0206892 0.0185771 0.0119427 0.00711716 0.0157801 0.0104865 0.00529366 0.305385 0.301198 0.005093 0.00482549 0.00525894 0.296105 0.00383447 0.292271 0.287777 0.00621457 0.00464976 0.00317749 0.00449338 0.281563 0.278411 0.00960233 0.00603783
internal_count=2900 616 275 341 302 231 230 190 117 63 218 165 53 2284 2251 110 54 45 2141 260 1881 1817 256 89 72 64 1561 1536 230 104
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=10 5 18 17 15 18 18 13 6 18 6 4 5 5 18 17 13 0 19 9 9 9 9 3 17 2 17 5 18 7
split_gain=0.000284381 0.00111492 0.000491593 0.000678584 0.0012542 0.000889754 0.000432608 0.00141696 0.00190996 0.000765981 0.00100307 0.000922351 0.000911487 0.00123119 0.00121561 0.00124309 0.00161598 0.000583982 0.00127578 0.000500236 0.00110781 0.000867328 0.00113072 0.00143961 0.00142948 0.000859857 0.00079036 0.000772138 0.000672257 0.00214368
threshold=90.740838818900016 7.7286379265000011 18.645258535250004 220.68978861510001 24.287520732450002 16.751363923150002 17.140917755100002 95.870416931800023 6.5601532769500013 16.433295803950003 2.7550643716500001 258.85278816515006 11.848158554650002 13.175707186950001 15.042884401850001 194.76181357870004 105.64833915220002 98.615332683000005 11.750948102400001 223.24918598180003 219.38617924735004 215.80505313260002 210.39795333110001 81.871615446550024 203.93111730270002 201.92500828480004 201.96296776225003 26.429611911700004 15.200392777800003 24.918974924200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 9 8 -8 10 -1 17 14 -14 15 16 -12 -11 -19 20 21 22 28 -24 -25 -21 -23 -22 -15 -30
right_child=1 -3 -4 4 5 -7 7 -9 -10 11 12 -13 13 19 -16 -17 -18 18 -20 25 27 26 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0533545022828728 -0.10000983475923826 0.026128192350456964 0.042461178408439361 -0.10002004062893509 -0.05990339208860232 0.041363383189309856 0.038266098852521524 0.06550431988574032 -0.10003411640867291 0.052352857150578129 -0.10002843110617665 -0.060235172954314381 0.044811881998290934 -0.00056337849091303094 -0.079518578366336287 0.054844313029057401 0.05704385978459782 0.048694139848451314 -0.10002954567716048 -0.011938102077557529 -0.090326922205873128 0.07130037794981868 -0.10005287368861933 0.0075540717581894252 -0.062136704741815312 0.063339785231365339 -0.0053435256556037302 -0.0039984495308071034 0.069444241812923288 -0.0012211753270148478
leaf_weight=0.0035625287164577904 0.0012945689946011743 0.0015276023806358729 0.0027231688497977294 0.0019287034660848681 0.0014676519386327413 0.0021222352727079397 0.0024587285320336605 0.0040092856747833139 0.0016814731157950291 0.0015979259042069316 0.0018695238098000444 0.0045886500290244214 0.0062489763523672073 0.2567557364229282 0.003324082455320454 0.0022006405700238929 0.0010082341977977194 0.001143905791495925 0.0011634003993101771 0.0028362005941602311 0.0023128027376095863 0.0032270082320943186 0.0022802426353933777 0.0094133619483544734 0.004282122954620605 0.0032631644724503417 0.0023075615854395437 0.001876824924011089 0.0058611571997744241 0.016043433189752321
leaf_count=17 240 89 39 46 17 27 53 30 40 6 98 84 33 1424 120 20 4 29 31 21 38 34 22 82 33 23 22 7 35 136
internal_value=-0.000115208 -0.0317331 0.000137172 -0.000191345 -0.0349806 -3.7466e-05 0.00036463 0.0231311 -0.0179022 -0.000185646 0.000580579 -0.029835 2.28893e-06 0.000864738 -0.0325054 -0.0017327 -0.0449975 0.0058852 -0.026296 -1.9837e-05 -0.000588079 0.000124679 -0.000612048 -0.0264847 -0.0142359 0.0283356 0.0393448 -0.0516544 0.000871244 0.0176872
internal_weight=0.356381 0.00282217 0.353559 0.350836 0.00551859 0.00358989 0.345317 0.00814949 0.0041402 0.337167 0.328674 0.00849388 0.325111 0.316709 0.00840248 0.0050784 0.00287776 0.00390523 0.00230731 0.31046 0.30436 0.300171 0.294636 0.0159757 0.0136955 0.00609937 0.00553457 0.00418963 0.27866 0.0219046
internal_count=2900 329 2571 2532 90 44 2442 123 93 2319 2169 150 2152 1910 242 122 102 66 60 1877 1833 1788 1732 137 115 44 56 45 1595 171
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=7 7 7 7 6 3 9 3 0 7 9 7 18 4 2 5 18 9 10 5 18 6 4 7 4 0 18 16 17 8
split_gain=0.000288718 0.00111251 0.00243683 0.00191038 0.00125916 0.00121372 0.00152726 0.00145026 0.00142996 0.00107711 0.00122856 0.00107089 0.000882945 0.00264238 0.00189943 0.00257959 0.00185748 0.000882378 0.000878316 0.00197179 0.00180735 0.00123109 0.00231304 0.00153464 0.00126638 0.00110145 0.00200256 0.00139636 0.00137791 0.00178821
threshold=24.373474566200006 24.252468908850002 24.176224535650004 24.142338514450003 15.025351064900002 82.511468481600005 59.469124515800011 82.866344954800013 95.590817286200021 24.575790737200006 207.56260994255004 22.806258769100005 13.954623666350001 385.08236174150005 73.935594769650024 17.671168838450004 14.322090334300002 202.37225149245003 63.431481129800005 19.500380888400006 15.042884401850001 13.665319288000001 286.97332695225003 25.256598800350002 207.98441978950004 94.047642319350018 15.042884401850001 14.994964935250001 206.41783130310003 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=1 2 3 5 -3 6 11 -7 12 10 17 -1 -9 14 -14 -16 -17 -2 -11 21 -21 23 25 24 -20 -23 -27 -28 29 -29
right_child=9 4 -4 -5 -6 7 -8 8 -10 18 -12 -13 13 -15 15 16 -18 -19 19 20 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.026934549284896553 -0.030133580262135574 -0.0060815055452583568 -0.077300274028146806 0.075277005821274348 0.069912543806156177 -0.070491227527039874 0.085155791710370632 0.0012600766935740443 0.059008005601873817 0.031201959664098812 0.02696966779954604 -0.061968045472399959 -0.1000690361847017 0.071983467845154012 0.075870282235645181 -0.05534493434611093 0.010236519420164632 -0.10006397436681058 -0.0026242777519630747 -0.087137889045153835 0.0047207855844755044 0.047203613038626108 0.066926815694445377 -0.0028837435781207833 -0.098736088553560433 -0.048346134698566134 -0.036961243046053423 0.090172234257714617 -0.027806677356545757 0.00029257642823833337
leaf_weight=0.0061327123493874758 0.0053387793200403572 0.0038886492518486193 0.0039667118123531955 0.003479970590035463 0.0049630538856035855 0.0029631595975843075 0.0037047089221076144 0.18927780848041939 0.004023219438522573 0.0077010176712519742 0.0024595186922731225 0.0017391749566897374 0.0032406274273952809 0.0029135112511289299 0.0025783652365127798 0.011589239659968165 0.0068842186865811774 0.0027255034871132011 0.0023328391354233693 0.005137299213748836 0.0036735414968956243 0.0045599236150337666 0.0068552022082712929 0.034235133959791053 0.0033246851908345088 0.007708018619041467 0.0040660996559154219 0.0050115010749323119 0.0030003197105301646 0.0039648692228695381
leaf_count=78 53 25 33 11 19 13 24 1084 24 41 19 37 21 25 53 56 44 16 25 59 41 23 43 827 76 35 16 15 34 30
internal_value=-0.000115924 0.00170564 0.000434544 0.00172728 0.0365275 0.000638342 0.0322103 -0.000997206 -6.33498e-05 -0.00460043 -0.0348989 0.00729286 -0.00116116 -0.0180062 -0.0287991 -0.0178281 -0.0309057 -0.0537681 -0.00111835 -0.00408605 -0.0488389 0.00116731 0.0148078 -0.010857 -0.0591051 0.00218762 -0.00645501 0.0136723 0.0308624 0.0504723
internal_weight=0.353439 0.251345 0.242493 0.238527 0.0088517 0.235047 0.0115766 0.22347 0.220507 0.102094 0.0105238 0.00787189 0.216484 0.027206 0.0242925 0.0210518 0.0184735 0.00806428 0.0915705 0.0838694 0.00881084 0.0750586 0.0351659 0.0398927 0.00565752 0.0283107 0.0237508 0.0160428 0.0119767 0.00897637
internal_count=2900 1547 1503 1470 44 1459 139 1320 1307 1353 88 115 1283 199 174 153 100 69 1265 1224 100 1124 196 928 101 153 130 95 79 45
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=7 7 6 14 13 15 10 7 0 16 0 2 3 10 18 7 19 18 13 18 19 16 9 16 15 8 16 10 2 9
split_gain=0.000264744 0.000867277 0.000976071 0.000771622 0.0010402 0.000987821 0.000622816 0.000605816 0.000682216 0.000587265 0.000769451 0.00119056 0.000691464 0.000696273 0.000638773 0.0011217 0.000731242 0.00131071 0.000506938 0.00138874 0.000471519 0.00114927 0.00150072 0.00076294 0.00168953 0.00100845 0.000554504 0.00212716 0.001902 0.00174797
threshold=26.752366550650006 27.198839780950003 11.125259939900001 316.51983546505011 81.98184222990001 11.325487309600001 78.962703749400006 26.452067539250002 102.65877371115 11.934972090850001 105.70748523110002 224.18737221905002 77.225959797100018 80.909147435850016 14.255915995100002 20.562096111400006 10.350835137000002 16.915500282450004 96.84095031690002 16.511813275700003 11.850956171350001 14.524966034300002 67.971334251450017 13.534968349350001 17.512831095650004 3.3473877318000005 15.919962772200003 72.953999827850012 187.77144079505004 191.87997069285004
decision_type=2 2 2 2 2 2 2 2 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 18 5 -5 -6 9 -9 14 12 -12 13 -11 -1 -16 -17 -18 19 -3 23 22 -22 24 -14 -25 28 -28 -23 -29
right_child=1 3 -4 4 6 -7 -8 8 -10 10 11 -13 20 -15 15 16 17 -19 -20 -21 21 26 -24 25 -26 -27 27 29 -30 -31
leaf_value=-0.10001635828766862 -0.10004277662650858 0.08419735219024109 -0.0081169972831661285 -0.05241811733947447 -0.0095464679015991819 0.061201550467102128 -0.10001149711564888 0.055954155812780515 -0.015854759398198564 -0.10002189188748707 -0.015376750713173485 0.083291995806995422 0.048705891170798848 0.0065780528537721988 0.073088470217074625 -0.10002508757549011 -0.077986835362379756 0.054775531856104592 0.067857429347436202 -0.05473728657931054 0.038923884625495876 -0.0033221889354591648 -0.10003663282074082 0.0055804700780192097 -0.073033942618703801 0.09334933176794713 0.00033496567497816792 0.014934773613074773 0.058648512039197666 -0.10002095800681797
leaf_weight=0.0010802673288142764 0.0020760104625714417 0.0012483591406180494 0.0026037685686119971 0.0012257936566610894 0.0013075344597144323 0.002036408125889011 0.0018207636596798693 0.0039803598919476704 0.0019817078356136886 0.0013792539482082025 0.0021940697772322429 0.0027628129530512524 0.0024508994715689014 0.001102505660540487 0.0011254173799439826 0.0013499921108615087 0.0014800975950315376 0.0014944981775428801 0.0021654364380481184 0.0016980786509414036 0.0011322817509551433 0.016805752933725771 0.0024780144358928502 0.0027124753914904431 0.0021313399253483634 0.0025302846600050444 0.26988363787882652 0.0020147662013032521 0.007022019866786521 0.0038509543096498788
leaf_count=81 58 9 30 120 19 30 110 36 30 35 30 17 15 22 16 69 56 22 21 164 10 110 49 17 41 33 1427 84 49 90
internal_value=-0.000111109 -0.0126019 -0.0488965 0.0021647 -0.0210003 0.0185082 -0.0621998 0.000495984 0.0320859 -8.00155e-05 0.000524963 0.0396182 -8.92488e-05 -0.0526656 -0.0297673 -0.015843 -0.0389862 -0.0112843 0.0311239 0.00412712 0.000327609 -0.000371073 -0.056455 0.0218881 -0.00791904 0.0479399 0.000304812 -0.000959873 0.0149405 -0.0605358
internal_weight=0.349126 0.0161822 0.00467978 0.0115024 0.0063905 0.0032622 0.0031283 0.332943 0.00596207 0.326981 0.320451 0.00495688 0.315494 0.00248176 0.00653027 0.00545001 0.00432459 0.0029746 0.00511187 0.00294644 0.313012 0.303187 0.0036103 0.009825 0.00458224 0.00524276 0.299577 0.275749 0.0238278 0.00586572
internal_count=2900 561 88 473 279 150 129 2339 66 2273 2029 47 1982 57 244 163 147 78 194 173 1925 1819 59 106 56 50 1760 1601 159 174
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=0 6 6 4 18 17 5 10 15 19 18 18 18 17 4 8 3 8 0 10 9 15 6 18 15 15 15 6 16 19
split_gain=0.000269726 0.000675261 0.00147423 0.00128294 0.00183687 0.00106794 0.00078078 0.000715224 0.000660702 0.000580023 0.000594317 0.000729733 0.00209549 0.000916253 0.000653038 0.000896804 0.00221844 0.000877822 0.000990349 0.00120502 0.00161688 0.000982016 0.00199708 0.00244839 0.00233563 0.00270877 0.00312425 0.00201375 0.00206908 0.00192016
threshold=85.716110573100011 16.525386113000007 16.505385645700006 205.67906899175003 13.434779691800001 188.73286619890004 22.665750084250003 61.86411003975001 25.009439836150005 14.651182102100002 12.777826849750001 12.949570119650001 13.030213775350001 183.58889821140002 143.35918460430003 8.8430989333000021 92.243686913800005 8.7431769115000026 86.135510041400025 62.116825104000007 196.26893085885004 41.211223942950006 16.455384477450004 13.228319457400001 40.301031380450006 39.283112803100003 38.198215516250009 16.565387047600002 22.604947139800004 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 3 5 8 -1 -3 -8 -5 10 -2 13 -13 -12 -14 17 -17 18 19 20 -16 22 23 -20 25 26 -25 28 -24 -23
right_child=9 6 -4 4 -6 -7 7 -9 -10 -11 11 12 14 -15 15 16 -18 -19 21 -21 -22 29 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10002778947060674 0.032383689911149739 0.048561907536549397 -0.10005553060057318 -0.010456692091425959 -0.10002397470159703 0.001691793167701752 0.0012727866792671706 -0.062082366999895069 0.062970673224150467 0.02478174458410632 -0.054296137515582737 0.063276124323477276 0.041840744337845112 0.0016953295096449211 -0.018598079936545657 0.0061130584139869552 -0.10005039815080603 0.032033563450282312 0.053846800582287815 0.018760582431328953 -0.10005123942520033 -0.00040163242571342151 -0.092788933190392442 0.0015977639705306191 -0.06046224375771269 0.065651987518384677 -0.063418481908038268 0.013796816846592803 -0.018514337327938949 0.053731611324665099
leaf_weight=0.002315968694184177 0.0055798567796614398 0.0031285523316766399 0.0022486715144139193 0.0018080386044098118 0.0011380661064901709 0.0018619284273881931 0.017078379099363217 0.001989448993784163 0.0038029757521750585 0.0097922033237409778 0.0055890832412206493 0.0052115140074615587 0.0035583310309448271 0.0061259901017365337 0.0086967532049873064 0.0052884724691182328 0.0031352411951006687 0.0081596049285508343 0.0084682074914397276 0.0045909408308533175 0.0033858281411127686 0.019957165091499252 0.0066270986187468859 0.16092294518656353 0.006407819365106703 0.006250328703199636 0.0077467871905909638 0.007071222382923458 0.0086407250746560749 0.0097555651036600466
leaf_count=45 19 24 24 40 28 9 278 72 60 32 22 26 11 21 46 31 21 33 23 21 20 84 32 1744 26 19 23 14 20 32
internal_value=-0.000111064 -0.00838548 -0.0263188 -0.0111445 0.0158149 -0.0546953 0.00225964 -0.0053374 0.0393102 0.000830154 5.13941e-05 -0.000558944 0.000450417 -0.0250173 -0.000724539 -0.0012751 -0.0334002 -0.000260357 -0.00127964 -0.024852 -0.0414232 0.000345494 -0.00203931 0.00128943 -0.00116506 0.00100717 -0.00138835 -0.0303208 -0.0507537 0.0173719
internal_weight=0.346334 0.035372 0.0131756 0.010927 0.00674908 0.0041779 0.0221964 0.0190678 0.00561101 0.310962 0.301169 0.29559 0.283875 0.0117151 0.278663 0.275105 0.00842371 0.266681 0.258521 0.0166735 0.0120826 0.241848 0.212135 0.189796 0.181328 0.17492 0.16867 0.022339 0.0152678 0.0297127
internal_count=2900 580 206 182 128 54 374 350 100 2320 2288 2269 2226 43 2200 2189 52 2137 2104 87 66 2017 1901 1835 1812 1786 1767 66 52 116
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=7 7 13 6 0 0 3 5 5 19 15 16 6 15 18 17 3 16 8 14 9 3 15 18 4 4 14 8 2 4
split_gain=0.000256519 0.00120706 0.00167309 0.00125688 0.000817106 0.00176857 0.000711945 0.00173726 0.000908607 0.00097556 0.000764152 0.000768205 0.0006295 0.00104462 0.000910743 0.000657564 0.0025828 0.00205274 0.0015472 0.00154321 0.00147872 0.00201972 0.00181658 0.00102762 0.000904292 0.000878894 0.00160542 0.00102844 0.000876007 0.00246303
threshold=20.778835947700006 21.725272673150005 98.050756475600011 18.155424198600006 86.950112854950021 85.807518149550006 103.44111502715002 29.040033326300005 30.690160697650004 13.351077205700003 21.850732508700002 14.224966735800002 16.705390318750002 34.279674133750014 12.752103815600002 183.58889821140002 87.544262101800015 18.564956587050002 8.4434108459500017 148.72666206180003 192.33792147965002 85.097765203100025 16.353133686700001 16.083212871900006 158.04546874885003 161.23541642690003 162.85769004780002 8.8430989333000021 74.86597289860002 169.78633280640003
decision_type=2 2 2 2 2 2 2 2 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 12 5 -4 10 -8 -9 -10 11 -1 14 -14 -3 16 17 18 20 -17 21 22 -16 -22 -21 -26 -27 28 -28 -30
right_child=1 3 4 -5 -6 -7 7 8 9 -11 -12 -13 13 -15 15 19 -18 -19 -20 24 23 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=0.028092354134013578 0.046513977684833681 0.061763673747715908 -0.082129548384188719 0.063419724329675325 -0.10004674489197085 0.05152770808234286 -0.10003101944510379 0.057835187482048467 -0.10004779640721276 0.015545164579832571 0.046863041769780039 -0.051329274969983921 -0.074484113390595172 0.0025604864488806309 -0.058225270015118957 -0.065291734059724424 -0.068111046914335865 0.065916804052980102 0.074897948450838456 0.035919933111151568 -0.078907047588858525 -0.10014223695092246 0.048227189296133594 0.0010731720912147775 -0.031720962852161548 0.079005945167767419 -0.034180231864320336 -0.043889589668021506 0.074562330483474049 0.0018717766954764584
leaf_weight=0.0030262196303577071 0.0018958127900868676 0.0023914345131075257 0.0025882611499387226 0.0031168598026454211 0.0029004287566607445 0.0016032369549066061 0.0017652614579765835 0.0025635913188732928 0.0010699280582558771 0.002298826467844961 0.0071756184229663234 0.0020380583553034626 0.0030167849254221215 0.0042238119384112593 0.0021133037893059647 0.0034271382785391316 0.0068642350361893248 0.0040969729889184228 0.0018620735004901681 0.0077413315485728154 0.0052557252703445681 0.0015854305320188731 0.0066390445113633234 0.0023136231220235448 0.0078470890627784229 0.0026967594413491438 0.0063936208499755223 0.0049080523414259938 0.0047568649979439206 0.23219547689093992
leaf_count=56 43 11 56 37 40 5 110 49 40 39 77 25 21 26 133 16 30 13 12 36 56 13 53 66 27 9 36 37 15 1713
internal_value=-0.00012119 -0.000801844 -0.0369346 0.000234225 -0.059242 -0.031006 0.0108865 -0.0129421 0.0129725 -0.0211676 0.0258722 -0.00386993 -0.000400393 -0.02954 0.000295736 -0.000193117 -0.0140535 0.00149417 -0.0118568 0.00138462 -0.020878 0.00371126 0.0225236 -0.0544605 0.00224194 0.00123454 0.00226504 0.00143141 0.00234549 0.00333105
internal_weight=0.342371 0.322433 0.00898774 0.313446 0.00709193 0.0041915 0.0199375 0.00769761 0.00593235 0.00336875 0.0122399 0.00506428 0.310329 0.0072406 0.303088 0.300697 0.0307304 0.0238662 0.0197692 0.269966 0.0179071 0.0103378 0.00875235 0.00756935 0.266539 0.258798 0.250951 0.248254 0.243346 0.236952
internal_count=2900 2504 144 2360 101 61 396 238 128 79 158 81 2323 47 2276 2265 376 346 333 1889 321 199 186 122 1873 1837 1810 1801 1764 1728
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=9 19 17 19 2 9 6 18 6 6 19 9 7 8 5 15 0 10 19 12 5 5 5 8 17 5 7 7 7 0
split_gain=0.000274448 0.00103441 0.00165863 0.0016425 0.00184827 0.00153899 0.00128783 0.00381578 0.0024061 0.00177579 0.00215707 0.00214237 0.00299383 0.00223661 0.00185642 0.00207824 0.00142116 0.00191205 0.00165208 0.00114903 0.00198153 0.00169749 0.00153008 0.0012054 0.00213976 0.00210916 0.00137992 0.00102896 0.0015902 0.00167662
threshold=195.97407267990005 14.451165964200003 188.16174763880002 14.551174033150001 107.21413536925002 190.77452831370002 16.435384010100005 13.340835220050002 16.375382608200002 16.355382140900002 14.251149826300002 184.56123852025004 22.892948161350002 7.8438787148500007 20.206488238950005 31.385732506450001 93.262612545250008 70.133807249000014 12.851036860900001 98.870599058600007 20.766972852450003 21.197160116700001 21.324133279950001 8.2435668022500028 186.19055817300003 22.852794041600003 19.041006859700005 23.789355599150003 24.355397875400005 101.23657936015002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 8 19 9 10 11 13 -13 -1 15 16 -14 -18 27 -8 -21 -22 -23 24 26 -25 -24 -19 -29 -30
right_child=-2 2 3 5 -6 -7 7 -9 -10 -11 -12 12 14 -15 -16 -17 17 18 -20 20 21 22 23 25 -26 -27 -28 28 29 -31
leaf_value=0.00054821335096680247 0.0025245840191231673 -0.038823593059673839 0.091876721709248974 0.031680765983349568 0.01590725945271208 -0.034241228051642911 -0.064934565538321692 -0.10008776806849407 0.052618168188812466 -0.10015379734626735 0.049242041998837721 -0.089661264727629864 -0.054912995644013363 0.10001420080659768 0.043017093499306575 -0.10008867423445614 0.10001688744785081 0.084354572933887623 -0.067707857064203333 0.10001397982882106 -0.081637867212961679 0.10001331080199381 0.008773030379657043 -0.08115097437671856 0.084953279778564414 0.011285664739801705 -0.10003614949213334 -0.10004575851439637 0.079077603956737449 -0.055473874861756672
leaf_weight=0.038414363096385573 0.18172000456701831 0.0052415529549705289 0.0055571857028553495 0.0071407093534303634 0.0075579709443047705 0.0070257885411446896 0.0033043970545820782 0.0054958653581267938 0.0076634048885322317 0.0019545271934475741 0.0070250128476362908 0.0063454573391936711 0.0054423487017629659 0.0024020568234845987 0.0048149647542459198 0.0031949570189624401 0.0018554126145318159 0.001733626559143886 0.0033699342865247672 0.0017635305121075353 0.0028954569934285237 0.0014258049777708939 0.0056425983692308425 0.0046481807221425697 0.0031822084894490565 0.0052637862664424266 0.0014689575008382909 0.0013074013259029016 0.0024084103526504919 0.0015046909901101913
leaf_count=911 1221 22 16 30 37 30 29 29 29 3 35 11 13 7 13 20 4 4 34 5 9 4 145 16 19 42 85 7 20 50
internal_value=-0.000121451 -0.00318313 0.0126973 0.0225959 0.0480972 -0.00101285 -0.00733068 -0.0235659 -0.000960718 -0.00598189 -0.00367589 -0.00878278 -0.0281647 0.00640181 -0.0129405 -0.0258836 -0.0124297 0.00655375 -0.0102432 -0.00935558 -0.00236998 -0.00973155 -0.000106636 -0.00717154 0.0167959 -0.0320622 -0.0137025 0.0176039 -0.00456272 0.027339
internal_weight=0.338771 0.157051 0.0325232 0.0272817 0.0131152 0.0141665 0.124527 0.0350908 0.0894366 0.0817732 0.0798186 0.0727936 0.0319772 0.0408164 0.0256317 0.0208168 0.0176218 0.0121795 0.0103241 0.0295949 0.0262905 0.024527 0.0216315 0.0202057 0.0102938 0.00991197 0.00711156 0.00695413 0.0052205 0.0039131
internal_count=2900 1679 135 113 53 60 1544 383 1161 1132 1129 1094 176 918 165 152 132 119 115 354 325 320 311 307 249 58 230 81 77 70
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=6 6 6 18 16 17 7 0 0 5 5 3 6 9 9 2 4 7 6 6 5 0 15 15 7 12 4 12 17 9
split_gain=0.000264179 0.00195796 0.000891555 0.00143278 0.00131835 0.00120038 0.000781572 0.000756489 0.00163715 0.00279629 0.00194384 0.00141462 0.00222673 0.00133355 0.00233242 0.00191073 0.00165411 0.00110063 0.00106601 0.00264353 0.00108536 0.00092449 0.0014095 0.00279987 0.0028801 0.00161133 0.00248704 0.00259304 0.00244398 0.00217851
threshold=13.665319288000001 13.775321858200002 12.26528657645 17.327266398450003 15.604963508800003 199.41622983390002 21.061418062900003 94.047642319350018 93.262612545250008 18.310380701750002 18.152162791050003 84.968719212850019 14.980350013450002 206.50942114985003 213.24207352880003 161.80523719825001 212.51885705880002 24.325858835450003 14.815346158200002 15.025351064900002 20.485565917300004 86.530713386650021 33.005488016050009 31.506101402100004 23.477153707700001 133.59172866980003 248.34582299520005 208.33288250865004 191.27887671285004 197.33595066125002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 -4 8 10 -10 -3 13 -13 16 -15 -16 17 -9 20 -20 -12 -21 23 24 -23 -24 28 -28 -27 -29
right_child=1 7 3 -5 5 -7 -8 11 9 -11 18 12 -14 14 15 -17 -18 -19 19 21 -22 22 25 -25 -26 26 27 29 -30 -31
leaf_value=0.00035622084095820349 0.05798772648963927 -0.055697616704918143 -0.0023422922186748063 0.051999002007958518 -0.072573542871720853 0.017839153102374491 -0.10002901896749605 0.013797349392746468 0.068783781376587569 -0.020979379084171832 0.090393577901585809 -0.1000508794146223 0.032253460251468719 -0.082444111491206035 0.062700494158614603 -0.063873556788435246 0.039041350412475424 -0.040390558167277484 -0.083533201229235174 -0.0049860065797584577 0.0089570304678087392 0.048029002026622074 0.050755391120925086 -0.065321254814492496 -0.044191151156305356 0.020256052616821247 0.065624430452640006 -0.045260257121948699 -0.04528033996057633 0.022277770074220229
leaf_weight=0.048033504954097972 0.0059425083591122521 0.0060907293323344538 0.0010277803898475213 0.0018935818684866499 0.0022045227710876247 0.0043979457734515393 0.0040324053260388792 0.0074393795340483848 0.0090838696405626251 0.0056160164456713355 0.0026557202162251761 0.0040020039974997248 0.0018648705992347914 0.0051853503043450822 0.0030516584704969318 0.001957773303525201 0.0099766705739470218 0.0075548231484390271 0.003692928176912135 0.097510344511715086 0.0042646563105250834 0.0086006710883550497 0.010932423134363489 0.0070680200494166448 0.0055860510356069435 0.010024628121755086 0.010977203328366159 0.0059674310193145166 0.013160563006749726 0.023920770527308122
leaf_count=1130 34 19 14 20 38 44 88 31 29 34 10 64 9 62 21 33 45 35 23 799 34 30 24 19 30 18 25 24 28 86
internal_value=-0.00012135 0.00121718 -0.00603549 -0.0286831 -0.0417829 -0.0123491 -0.0801878 -5.02081e-05 0.0022256 0.0344902 -2.80507e-05 -0.0125379 -0.057996 -0.00495393 -0.035431 0.0132331 0.00748884 -0.0135052 0.00163111 0.000278955 0.0402086 0.00187645 0.00882966 -0.0139011 0.0117171 0.0152729 0.00921664 0.0240591 -0.0169442 0.00879323
internal_weight=0.333717 0.272127 0.0615897 0.0135562 0.0116627 0.00660247 0.00506019 0.266185 0.225152 0.0146999 0.210452 0.0410325 0.00586687 0.0351657 0.0101948 0.00500943 0.0249709 0.0149942 0.204361 0.197441 0.00692038 0.193748 0.0962378 0.0212547 0.0141867 0.074983 0.0640506 0.0408654 0.0231852 0.0298882
internal_count=2900 1566 1334 204 184 82 102 1532 1232 63 1169 300 73 227 116 54 111 66 1150 1106 44 1083 284 79 60 205 181 135 46 110
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=10 5 13 13 5 13 13 7 13 16 19 13 0 19 2 2 5 13 16 10 13 10 0 16 7 6 5 10 8 17
split_gain=0.000283373 0.000921404 0.000449436 0.00103012 0.000944829 0.000749883 0.00153409 0.00138601 0.00105274 0.00094319 0.00130227 0.00121684 0.00115031 0.00168141 0.00156022 0.00121803 0.000953149 0.00229799 0.00225366 0.00197061 0.00118838 0.000929362 0.00162156 0.00250994 0.0018935 0.00177974 0.0012874 0.00117162 0.00108904 0.00091819
threshold=90.740838818900016 7.7286379265000011 87.122174175350011 92.138837046750012 10.293758831600002 92.692659421600013 95.870416931800023 21.061418062900003 96.429616222950017 13.534968349350001 11.850956171350001 99.19872809730002 98.615332683000005 13.351077205700003 219.74617996645003 76.773444779000016 16.222050829800004 104.02719889955002 15.644963415300001 72.187789260650007 104.19119484555002 70.182199495350019 96.055920542800024 18.714956236300004 24.029932718600005 14.815346158200002 17.671168838450004 71.666228383350017 7.943800736700001 168.97717400795003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 7 -7 -8 29 11 -11 16 14 15 -14 18 -18 -12 -20 -19 26 25 24 -24 28 -22 -26 -23 -10
right_child=1 -3 3 5 -6 6 8 -9 9 10 12 -13 13 -15 -16 -17 17 20 19 -21 21 22 23 -25 27 -27 -28 -29 -30 -31
leaf_value=0.025665968979271217 -0.10000867231947862 0.021563207273500105 -0.10002510562154986 0.047838870002431588 -0.00099211599213397026 0.035980259066954741 0.063073345921256407 -0.10002212621725753 0.00033851192263965857 0.091833468783836331 0.059768618425572698 0.0094768547030388006 -0.0057393623981597435 0.025514740819674187 0.017669486842784472 -0.10002340244975941 -0.080509289167426279 0.056554504298892874 0.014145484127429801 -0.10001639077199516 0.040261822872192501 -0.014087186254940098 0.033764176214106621 0.074207818719041987 -0.0054329760296494738 0.0041630630493911733 0.0004651818794932411 -0.10004986632624926 -0.087556683195848084 -0.083766941635182279
leaf_weight=0.0067534396549659417 0.0011405062878437336 0.0013750612636184156 0.0019773484965668322 0.0032734230128497179 0.0018786594352473429 0.001025756920846276 0.0026658495280003072 0.0027805596901788743 0.0025607019940799376 0.0029506009122997048 0.0086355732318068035 0.0045770537045104476 0.0018552579500976663 0.0040026329068041386 0.0024159127996661311 0.0052407325462535681 0.003538830374268608 0.0037437742230395079 0.006311355343292413 0.0019883800718746292 0.0084428909888636383 0.0028792730233817565 0.0037698175256082322 0.0040466463797201877 0.0023176826316841925 0.0059075579591669767 0.21843159159750186 0.0030063041990118222 0.0067414824693158293 0.0026324026568816279
leaf_count=119 240 89 96 37 48 13 33 131 60 17 42 43 25 51 45 112 44 14 36 90 24 38 9 16 11 39 1162 34 123 59
internal_value=-0.000120569 -0.033555 0.000137148 -0.000402302 -0.0517759 0.000225099 -0.000273703 -0.0633711 0.000504392 -4.071e-05 0.00068877 0.041758 -0.000365375 -0.02886 -0.0517411 -0.0753727 0.00101113 -0.000470535 0.0240056 -0.0132044 0.000621859 -0.000197568 -0.0171624 0.00869113 -0.0204631 -0.0390402 0.00194617 -0.0588604 -0.0655689 -0.0422948
internal_weight=0.328867 0.00251557 0.326351 0.319598 0.00385601 0.315742 0.312469 0.00380632 0.308662 0.305996 0.300803 0.00752765 0.293276 0.0135145 0.0095119 0.00709599 0.279761 0.262826 0.0169353 0.00829974 0.259287 0.255543 0.0286688 0.0131405 0.0090938 0.0155283 0.226874 0.00532399 0.00962076 0.0051931
internal_count=2900 329 2571 2452 144 2308 2271 144 2127 2094 1975 60 1915 233 182 137 1682 1514 168 126 1470 1456 270 70 54 200 1186 45 161 119
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=5 5 4 6 2 2 5 0 3 13 2 4 10 7 5 17 17 0 7 18 14 9 5 15 9 17 5 9 9 17
split_gain=0.00024733 0.00134556 0.00097229 0.00155451 0.000766361 0.000775908 0.00128032 0.000840353 0.000703391 0.00128212 0.0015358 0.00152584 0.00185576 0.00150438 0.000973772 0.000922913 0.000705066 0.000632556 0.000575887 0.000501046 0.000497064 0.000878939 0.000838806 0.00110623 0.000836143 0.000985841 0.000728373 0.000656421 0.00118202 0.00155425
threshold=23.606333875400001 23.398433971250004 122.51844363470001 22.585527707250005 357.36576196840008 177.29625860080003 26.429611911700004 80.828493691950015 108.3367972827 117.47217800995001 218.28588289425002 313.10793983765006 61.923256118600001 24.071745547300001 26.225713454500006 199.30127897920002 170.40599686135002 71.144667506050013 19.874819532250005 13.373311100250001 462.66931228825007 220.28141982375004 19.731257453750004 24.673905035600004 215.80505313260002 203.35246479535002 19.450053268050002 210.97856947250003 211.98908248575003 202.35178250205004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -2 4 5 6 -4 17 9 10 -7 12 -11 15 -12 19 -10 -8 -1 -13 21 24 23 -23 27 -26 -22 -20 -29 -30
right_child=2 -3 3 -5 -6 8 7 -9 16 11 14 13 -14 -15 -16 -17 -18 -19 20 -21 26 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.043403687551872482 -0.10005927855103601 0.04770273445187137 -0.077892073209512511 0.092777517186153222 -0.077227632826184722 0.073948942900981168 0.031556394846066947 0.077418082111522554 -0.100036526553393 0.0015822465292429722 -0.073960461101837904 0.049593047575056726 -0.10005104693937439 -0.052136316846733234 0.043862445953958391 0.093929238210411548 0.010671812019844648 -0.05754485662003981 0.00014321549056348946 -0.024815937787983959 -0.0067354916446015489 -0.071163657361333593 -0.080321109384683897 0.027152561749973228 0.066726618652038175 -0.0061621305708915441 0.098521430927765885 -0.073509243480951614 0.023626851959988805 -0.060217863086896799
leaf_weight=0.0030060169151831509 0.0011071466142311545 0.0060062884017743059 0.0035639603497898964 0.0015587554553349028 0.001584838746042253 0.0049994654458807037 0.0013100218001622643 0.0011208419977251083 0.0012739013799363255 0.0041793619117527223 0.0014874513148122048 0.001902227996553707 0.003151220775444297 0.002100492751424099 0.0013274502117735509 0.0024197520902937697 0.0010489498898744488 0.0020336541727337121 0.24741852971660938 0.0017261391927536271 0.0014031493129627029 0.0018453973594225728 0.002628171559214465 0.0030129620628542853 0.0040023991163912189 0.0034595219789554932 0.0012370385724138622 0.0034035916192300961 0.0064488967393161456 0.0033642872901489262
leaf_count=34 5 33 109 6 31 39 88 10 37 27 22 30 55 20 22 7 9 59 1795 18 59 86 28 32 44 48 11 34 52 50
internal_value=-0.000132962 0.000868844 -0.00772631 -0.00494756 -0.00927145 -0.00607038 -0.0331965 0.00248328 0.00243126 0.00766404 0.0406838 -0.00900532 -0.0421072 0.0207735 -0.0183976 0.0460948 -0.050043 -0.0226358 -0.000131398 0.0141941 -0.000601764 -0.00101548 -0.0348109 -0.0101918 -7.17494e-05 0.0329337 0.0425818 -0.00101669 -0.0227301 -0.00511792
internal_weight=0.325132 0.287236 0.0378956 0.0367885 0.0352297 0.0336449 0.00802848 0.00446452 0.0256164 0.0232936 0.00781437 0.0154792 0.00733058 0.00814861 0.0028149 0.00604812 0.00232285 0.00334368 0.28123 0.00362837 0.278224 0.275584 0.00748653 0.00485836 0.268097 0.00746192 0.00264019 0.260635 0.0132168 0.00981318
internal_count=2900 2306 594 589 583 552 266 157 286 240 83 157 82 75 44 55 46 147 2273 48 2239 2169 146 118 2023 92 70 1931 136 102
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=10 5 13 13 5 13 13 7 18 16 14 19 0 9 7 2 5 3 7 15 13 5 16 10 15 16 15 2 9 17
split_gain=0.000246654 0.000843938 0.000369663 0.000879244 0.000906219 0.000614871 0.00136118 0.00124431 0.000872479 0.00074887 0.00144259 0.000633604 0.00143783 0.00103378 0.000868761 0.00108067 0.000813704 0.0020464 0.00175366 0.00127553 0.00276428 0.00175723 0.000978803 0.00119706 0.000871721 0.00191353 0.00140249 0.00136648 0.00132346 0.00148951
threshold=90.740838818900016 7.7286379265000011 87.122174175350011 92.138837046750012 10.293758831600002 92.692659421600013 95.870416931800023 21.061418062900003 17.327266398450003 12.644970430600003 329.33647766945006 11.850956171350001 98.615332683000005 188.53841931785004 25.967949918250003 77.807238814800016 16.222050829800004 84.062708822850013 20.778835947700006 23.516184833950003 104.51649827935002 16.579584939650001 16.064962433100003 70.343506983200015 28.452330424200003 18.594956516900002 28.321365561200004 116.16618105335002 201.63419974125003 187.59608338195002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 7 -7 9 10 -8 -11 16 -14 -15 -16 17 22 -19 20 -18 -22 -13 -24 26 27 28 -26 29 -21
right_child=1 -3 3 5 -6 6 8 -9 -10 11 -12 12 13 14 15 -17 19 18 -20 24 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.023331876092053436 -0.1000079413769131 0.019568313482327314 -0.10002272281006389 0.043831157085112371 -0.00014682599250438036 0.031953007618200968 -0.10002078211585175 -0.10001991833712663 0.042989013929115291 0.026540978546011076 0.035460220571802571 0.062732224308339843 0.017675929962028127 -0.091948794385786597 0.061045881025380111 -0.053541506072790804 -0.10005823683829423 0.041037703018394094 -0.10003243182388966 -0.004570885924472131 0.099964690258377509 -0.024035113293567074 0.06402033940466785 -0.0377119306544733 0.0060551560372560185 0.00020514655636458585 0.085460768103634704 -0.10005634441571441 -0.024524201271773873 0.051451781913242782
leaf_weight=0.0067132542625047411 0.0010381468671984409 0.0013679863892066546 0.0017881508967223505 0.0031951072989295773 0.0018466828980425731 0.0010005494444591525 0.002028039257637059 0.0024983268968732375 0.0047462089185898995 0.008926437655316144 0.0012832357616359147 0.0080055389626068618 0.002624729062318921 0.0035020531730989291 0.0010920858314165116 0.0033407238584270971 0.0039903070536575665 0.0014728387104696586 0.0021937000141627472 0.0091920221222550058 0.001525018670179179 0.0045603530218500214 0.0020067220539203854 0.0027304160486210094 0.0019185849779370647 0.21406262612596089 0.0027203603754042396 0.0033028206133240978 0.0078189592347186476 0.0098116324546944078
leaf_count=119 240 89 96 37 48 13 84 131 54 76 16 30 47 81 7 72 43 5 92 144 4 125 5 37 25 962 9 98 75 36
internal_value=-0.000126379 -0.0320239 0.000113541 -0.000384155 -0.0492806 0.000190003 -0.00026515 -0.0622805 0.000451311 -0.000225933 -0.0475171 0.000305258 -0.000513961 -0.0367263 -0.0547218 -0.0253113 0.000874965 0.0224696 -0.0433649 -0.000493698 -0.0353747 0.00703974 0.0414126 0.00538337 0.000918727 -0.00125379 0.0170443 -0.0610661 0.0101055 0.0243538
internal_weight=0.322304 0.00240613 0.319897 0.313184 0.00363483 0.309549 0.306354 0.00349888 0.302855 0.298109 0.00331128 0.294798 0.285871 0.0105596 0.00793486 0.00443281 0.275312 0.0164092 0.00366654 0.258903 0.0100757 0.00608537 0.0127427 0.00473714 0.248827 0.219284 0.029543 0.00522141 0.0268226 0.0190037
internal_count=2900 329 2571 2452 144 2308 2271 144 2127 2073 100 1973 1897 207 160 79 1690 169 97 1521 172 129 72 42 1349 1085 264 123 255 180
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=12 12 7 18 4 16 19 19 15 18 10 10 6 7 5 19 8 9 12 17 7 7 10 16 9 0 16 16 2 0
split_gain=0.000244465 0.00106143 0.00136468 0.00278187 0.00114158 0.00106619 0.00146043 0.00172219 0.00119079 0.00099954 0.00291568 0.00156652 0.00168916 0.00147849 0.00155823 0.00123265 0.00126853 0.00113887 0.00109372 0.000813049 0.000798958 0.000735826 0.000919521 0.000874762 0.0016305 0.00124305 0.000688116 0.000893367 0.000609811 0.00195188
threshold=247.85609524425004 234.88438170465002 23.789355599150003 13.622618370000001 309.48890441440005 12.594970547500003 10.550851274900003 10.350835137000002 17.183237161800005 14.025183600500002 62.041548276350007 61.998532946250002 15.745367888000002 23.124786352450005 30.690160697650004 12.951044929850001 1.3489472949000001 201.97224908750002 369.59988112290006 206.41783130310003 25.203872206850004 20.696106785750004 74.986474174450009 14.479966139550003 72.638117411050018 109.87728379140002 14.034967180100002 13.804967718000002 201.92500828480004 86.036037090600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -3 -4 6 7 -1 -7 10 13 -11 15 14 -2 16 -13 -15 19 -17 -6 -18 -23 24 25 -24 27 -10 -28 -30
right_child=9 2 4 -5 20 8 -8 -9 26 11 -12 12 -14 17 -16 18 21 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10001805872316577 -0.10005800382990369 0.051640500584781958 0.10002206852403127 -0.069103972371020728 0.068269740235285023 0.049362685901812975 -0.10001435421871055 0.063252913004167174 -0.10002486021129882 -0.083543370520472893 -0.077646216453790551 -0.065968441498760605 0.057744464080434856 0.076576732827445912 0.021985445522150621 0.0052581644417207642 0.10000665268031633 -0.0047145594857406084 0.032331258772942482 -0.074517207713824515 -0.03845881298161194 -0.05942549983633582 -0.019691379739113113 0.072465600768050101 -0.081509507606587733 0.072269709447774916 0.0010598012636351608 0.0078637581506745477 0.049822776190357902 -0.059056590973845191
leaf_weight=0.001005888982755279 0.0021604504857123674 0.0044345428849906776 0.0035313503703946481 0.0033492207508061256 0.0013941117296099037 0.0048929761605789315 0.0025173292834037471 0.0018059117532536265 0.0015761568654388816 0.0019118887252602681 0.0066978317831033951 0.0017119968474760281 0.005890478968435974 0.0033174586061590072 0.0020284008935467293 0.0017567644293578766 0.0012050255863869106 0.0035866058238047671 0.0019736531553729009 0.0046834521457377321 0.0014115775780685347 0.0013591498113179066 0.0025565080836713605 0.0031193785543379704 0.0015613028449346089 0.0034581310152645983 0.23458976225267719 0.0014959395552873733 0.0023300757464193023 0.0056123149822440155
leaf_count=164 38 32 8 17 14 57 194 46 68 11 84 165 39 18 34 42 7 28 24 67 39 34 24 40 76 28 1414 23 27 38
internal_value=-0.000133116 0.00104619 0.0277363 -0.000313787 0.0621901 -0.000427018 -0.0446878 0.00484462 0.000514594 -0.00663291 -0.0255473 0.00415662 0.00988395 0.0059097 -0.0409599 -0.00217151 0.0150398 0.0343466 -0.032797 -0.0527561 0.0145733 0.0254992 0.018051 0.0278966 0.00954547 0.0331819 -0.000458567 -0.0474891 0.000137158 -0.0271144
internal_weight=0.318926 0.269947 0.0141208 0.00778376 0.00633704 0.255826 0.00532913 0.0028118 0.250497 0.0489785 0.0177907 0.0311877 0.0292758 0.0110929 0.00418885 0.0233854 0.0149715 0.00690406 0.00841387 0.00644022 0.00280569 0.0132595 0.0120545 0.0106953 0.00757594 0.00601464 0.245604 0.0030721 0.242532 0.00794239
internal_count=2900 2141 110 49 61 2031 404 210 1627 759 202 557 546 118 72 507 374 46 133 109 53 209 202 168 128 52 1570 91 1479 65
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=12 14 8 4 18 18 10 3 0 12 14 6 6 4 5 17 9 18 0 0 13 16 2 9 16 13 17 17 19 17
split_gain=0.000227655 0.000825327 0.000765556 0.0024939 0.00210937 0.00159854 0.000665101 0.000490194 0.0027285 0.0012883 0.00250078 0.00104785 0.00158992 0.00125785 0.00250252 0.00213255 0.00158411 0.00133938 0.0016315 0.00184714 0.00107127 0.000950202 0.00231017 0.00249511 0.00166407 0.00133818 0.00327419 0.00380102 0.0014815 0.00133457
threshold=92.695913642950003 158.52715325430003 8.3434888241000014 143.35918460430003 15.078943968800003 12.949570119650001 69.276189105400007 93.308316333450009 86.232294534150014 98.870599058600007 168.39662374755002 14.515339148550002 16.405383309150004 248.34582299520005 22.732890661650003 187.45953903175004 190.58777288605003 13.042786209850002 86.103248543850015 85.775256651950016 117.38883580790001 22.604947139800004 136.84471102895003 197.19111486365003 22.554947256700004 115.02030419500001 196.91396350930003 202.56512036810003 14.551174033150001 198.29010168345002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 21 9 -9 -11 -12 20 15 -15 17 -17 18 19 -14 -13 24 -23 -24 25 28 -27 -28 -3 -26
right_child=1 7 5 4 -6 -7 -8 8 -10 10 11 12 13 14 -16 16 -18 -19 -20 -21 -22 22 23 -25 29 26 27 -29 -30 -31
leaf_value=0.054230794908809513 0.055174358333817244 0.00039716715677493388 -0.031099834203827 -0.033449427981085599 0.031495466800887321 0.033349092392104103 -0.10007720542624428 -0.078903232742515372 -0.10006512223567132 0.078157949552982192 0.060598911133318258 -0.012023902172404493 0.0045841044767700205 -0.10005059313214454 -0.0055787316662982249 0.086492293960977726 0.015437184985451949 -0.10008280661644436 0.10001554564904916 -0.10004844182446303 -0.090841250992389072 -0.037884551659301428 0.079407881615439616 0.012096777143552569 -0.050420724124534945 0.065417314153663794 -0.062425296447493298 0.046361138967623526 -0.08238170120179647 0.0049149836507843712
leaf_weight=0.0028498679655513471 0.0027553884137887499 0.13756113587041613 0.0067201736863466968 0.0021612966737087902 0.0022545541515515133 0.0090060719231663811 0.0048835027188162336 0.0021566236608814146 0.0030244667441365882 0.0038162621678106126 0.0023141508105740663 0.00331623556051197 0.0079591001043869888 0.0032667486788606715 0.019793114769359878 0.0048281753624905841 0.0089606079050952303 0.0016561648130579707 0.0013354065886233011 0.002141069657227491 0.0035926814024082598 0.0061605679293279527 0.007446445855748606 0.021144101646314084 0.011227594916590533 0.010795942805088998 0.0065747270818974357 0.0062793350908805223 0.002196557953396904 0.0071238301518654614
leaf_count=15 9 1748 33 24 31 40 37 23 12 16 17 62 184 20 251 20 36 14 3 9 42 16 25 80 28 21 17 32 10 25
internal_value=-0.000128986 0.000707816 -0.00875733 -0.0276119 -0.0526933 0.00580864 -0.0796363 0.000180624 -0.00721516 -0.00290387 -0.000301417 -0.00536234 -0.00804741 -0.00182721 -0.018962 0.0128721 0.0403173 -0.0160343 -0.00386198 -0.0175963 -0.0530094 0.00250893 0.0176596 0.029628 -0.000387777 0.00281877 0.0248173 -0.00928206 -0.00090386 -0.02894
internal_weight=0.315302 0.287426 0.0278755 0.0121492 0.00929935 0.0157262 0.0070448 0.284671 0.0681608 0.0651363 0.0629797 0.0591635 0.0568493 0.0499404 0.0230599 0.0268805 0.0137888 0.0130917 0.0114356 0.0101002 0.00690892 0.21651 0.0347511 0.0285905 0.181759 0.163408 0.02365 0.0128541 0.139758 0.0183514
internal_count=2900 2720 180 107 92 73 61 2711 709 697 674 658 641 537 271 266 56 210 196 193 104 2002 121 105 1881 1828 70 49 1758 53
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=0 9 0 8 4 2 9 12 13 17 5 15 9 5 8 0 7 0 17 3 9 18 18 6 5 19 6 6 5 5
split_gain=0.000252661 0.00066537 0.00145714 0.00141998 0.000893522 0.000952478 0.000883115 0.000828323 0.000774236 0.000983092 0.000691986 0.000608672 0.000469313 0.00122131 0.000586903 0.000526573 0.000873345 0.000451514 0.00103217 0.000753106 0.00213093 0.000699604 0.00212238 0.000794253 0.00250364 0.0025892 0.00172908 0.00148656 0.00126544 0.00151659
threshold=85.716110573100011 186.14781787895004 85.656964494200011 8.3434888241000014 195.32149859550003 125.31286365695001 199.02473417820002 212.86469446750002 121.87856088575002 188.54236693505001 24.635572506200003 20.742056627150003 66.290220196950017 29.239824992700004 8.2435668022500028 85.509099297050014 19.617375644250004 85.807518149550006 187.45953903175004 93.58791597905001 194.46727572990002 13.064341268650002 12.903279561150002 16.455384477450004 22.852794041600003 14.351157895250003 16.505385645700006 16.445384243750002 22.852794041600003 21.850554661550003
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 -6 10 -8 9 -3 -7 -1 -13 14 15 16 -14 18 -2 21 -21 22 -19 27 25 -25 -27 28 29 -23
right_child=17 2 -4 -5 5 6 7 -9 -10 -11 -12 12 13 -15 -16 -17 -18 19 -20 20 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.053816499615748338 -0.011778833230561558 -0.10004407946699441 -0.10002349807373674 0.098585052567630893 0.089877284806273022 -0.10004213994729193 0.089029247789818411 -0.0081615320173346311 0.0077775452220735014 -0.0051780068398281521 0.0067675414993015257 0.036290430738717273 0.048544593376229718 -0.10001496745109864 -0.037098460803878935 0.06872192824573603 -0.053579656920281174 -0.010355618280243511 0.044787097131984172 -0.059827271913502372 0.031533892929354539 0.0004990037512336052 0.076334908271528237 -0.073829921538550281 0.028194721110837342 -0.044693974019020574 0.01577354423972499 0.068929113841736944 -0.027028918787001158 0.030399255517624207
leaf_weight=0.0020535138677033613 0.0059224317001280724 0.0026877455410057056 0.0021101904006837193 0.0015086557440895385 0.0013199408656170419 0.0013105153951666892 0.0013603813868936498 0.0024673476918901649 0.0025073705983231775 0.0018403441845293855 0.0011292093709590455 0.0034399920309837748 0.0018519711891289425 0.001221583232193138 0.0020667601314343642 0.0018507546191699475 0.0015285372917326345 0.006937052753028361 0.0070847313844808468 0.0068481549233792016 0.004070412264785439 0.16673711480782422 0.0047632383384552668 0.0087693447226202537 0.010654950802230445 0.0079003261199268593 0.0117808502828467 0.0033049464582290957 0.014606635960712211 0.018884978359808069
leaf_count=103 17 46 27 10 9 18 20 31 10 8 32 35 62 91 8 13 57 28 24 45 31 1814 27 39 39 27 43 9 87 90
internal_value=-0.000130391 -0.00850871 -0.0223417 0.00640382 -0.0111317 0.0126716 -0.00358812 0.0263802 -0.0368023 -0.0614878 -0.050606 -0.00352044 0.00511561 -0.00747196 0.0080184 0.0258431 0.00236789 0.000840773 0.0190315 -5.12229e-05 -0.0257681 0.00105278 0.0249365 -9.89152e-05 -0.0131516 -0.0286361 -0.00849905 0.00240892 0.00131095 0.00354102
internal_weight=0.31052 0.0322548 0.016733 0.0155218 0.0146229 0.00758739 0.00626745 0.00382773 0.00703546 0.00452809 0.00243972 0.0140131 0.0119596 0.00851961 0.00729802 0.00523126 0.00338051 0.278265 0.0130072 0.265258 0.0109186 0.254339 0.0117003 0.242639 0.0391055 0.0284505 0.0196812 0.203534 0.200229 0.185622
internal_count=2900 580 201 379 174 110 101 51 64 54 50 369 266 231 140 132 119 2320 41 2279 76 2203 55 2148 148 109 70 2000 1991 1904
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=15 13 7 15 15 2 15 16 9 16 4 17 16 12 19 18 2 2 8 6 5 17 9 15 2 19 2 9 15 12
split_gain=0.000231032 0.00114186 0.00110708 0.000328874 0.000279652 0.00128814 0.000448298 0.00119508 0.000914942 0.000773434 0.00136563 0.00142222 0.000671483 0.000651822 0.00251199 0.00147345 0.00117392 0.00200418 0.00190397 0.00184283 0.00149149 0.00226889 0.00173226 0.00131423 0.00124865 0.00106557 0.000986157 0.00286995 0.00203879 0.00202966
threshold=46.574831689400007 117.61735474900001 23.539316666200005 46.422062705750008 45.169600924000008 226.19683278270003 42.80317728375001 22.624947093000003 199.21354841250005 22.674946976100003 254.49455531690003 189.46592532740002 22.654947022900004 247.85609524425004 14.451165964200003 14.117867417450002 189.32640726775003 185.26507771735001 7.943800736700001 13.200308423050002 22.334016245700003 188.54236693505001 204.09084027260005 22.129384464550004 184.06044473220001 10.950883550750001 165.21120286730005 189.78071820640002 32.393814985100008 187.88381051545005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 9 8 -8 12 11 -11 13 16 15 -15 17 24 -19 23 22 -22 -21 25 26 -18 29 28 -28 -1
right_child=1 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 19 18 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00059895828548858744 -0.079796590136282694 -0.052454580001465426 0.04778822151212006 0.038714629470140406 -0.06869832658389062 0.026138765290439583 -0.036564821541075432 0.042542498136799084 0.027628392715287192 -0.014033620372049067 0.031855435895018658 -0.083756728135970654 0.025631532721344226 -0.053359620941029223 -0.086987081575939332 0.0084926912471895762 -0.064896698049307713 0.021318522934462389 -0.10008500079255507 0.079854912979709883 0.044135626283290423 -0.070440917088290728 0.009785875777889308 -0.090088215493347334 0.068179534884933654 0.029177737299976525 -0.022773705795374383 -0.042595707703728641 0.099399270960863831 0.078797356356970383
leaf_weight=0.15376310355439035 0.0020917094080013581 0.0017923516440896889 0.0028592311869033438 0.0022104418185335808 0.0029010990287181562 0.0028286365795793245 0.0052519968575807929 0.0086144918185766528 0.0038464209616190514 0.0094042294280392014 0.0038289682717920206 0.0042466928985334116 0.010461523397680139 0.0046938161956161786 0.00407825290880126 0.021460992050841954 0.0016754632753102072 0.0019474518713921132 0.0038370522857444911 0.0091840509013252358 0.0042370740423569577 0.0029189704700769425 0.0057292957610082249 0.0020522243236911208 0.0026920460737116505 0.0042791006359186312 0.0025952533861436358 0.015611312819192591 0.0028835518642154057 0.0033923921456526776
leaf_count=1206 76 38 18 11 29 15 27 50 22 59 30 15 38 104 22 485 64 43 16 42 51 15 42 35 20 87 113 109 6 12
internal_value=-0.000126208 -0.0184318 0.00916258 0.000284401 -2.61747e-07 -0.0218795 0.000428055 0.015848 -0.00942668 -0.000565251 -0.0209207 -0.0357239 0.000816575 -0.000234312 -0.0139898 -0.0026075 0.00168392 -0.00126936 -0.0592124 0.0200188 0.0349284 -0.00260046 0.0529363 -0.021077 0.000583053 0.00270758 -0.000437858 -0.0207422 0.0415272 0.00228697
internal_weight=0.307369 0.00674329 0.00465158 0.300626 0.298415 0.00572974 0.292686 0.0177129 0.00909842 0.274973 0.0174799 0.0136509 0.257493 0.247031 0.0302331 0.0261548 0.216798 0.186722 0.0057845 0.0300762 0.0220694 0.00715604 0.0149133 0.00800679 0.180938 0.00595456 0.178246 0.0210901 0.00547881 0.157155
internal_count=2900 132 56 2768 2757 44 2713 99 49 2614 104 74 2510 2472 611 589 1861 1525 59 336 150 66 84 186 1466 151 1446 228 119 1218
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=17 8 0 9 16 15 9 14 2 0 7 7 7 0 15 15 7 17 6 0 0 19 16 10 7 18 15 7 18 18
split_gain=0.000286188 0.000318881 0.000342281 0.000983348 0.00117889 0.00102094 0.000793432 0.000908503 0.000568467 0.000651329 0.000518392 0.000451535 0.00067734 0.000643972 0.00065828 0.000545413 0.000424885 0.00147962 0.00125283 0.00104658 0.00146129 0.00131469 0.000784976 0.00129737 0.00091801 0.00180719 0.00154559 0.000982914 0.00131797 0.00132928
threshold=159.06578391905001 10.341929261000002 85.716110573100011 190.24759545780003 22.744946812400002 40.452545866750008 199.02473417820002 274.51613272600008 91.18717909130001 85.656964494200011 22.557405306150006 19.617375644250004 22.477322886550002 76.591483678350016 23.707353846250005 27.288673764350005 22.580174331950005 189.37128582595003 14.055328400500002 89.528344202050008 86.388225105700016 14.051133688400002 22.714946882600003 61.86411003975001 22.747724408400003 13.075178189100003 34.761639995350009 22.806258769100005 13.197799034350002 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -8 -2 11 -7 13 -13 14 -10 -16 17 19 -19 20 -4 -21 23 -18 25 -25 -27 -26 -29 -30
right_child=1 -3 16 5 -6 6 7 -9 9 -11 -12 12 -14 -15 15 -17 22 18 -20 21 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=-0.045199751191526923 -0.043191667327045158 0.037400073597778798 0.0032549767082009594 -0.10002458566555897 0.055429200485932098 -0.1000588619250237 0.061145062231479898 -0.030749141290298765 -0.065765417968390014 0.076103496956604497 -0.017778880706455471 -0.089239748503001204 0.0096460904352598173 0.056553713305531855 0.047063999180908422 -0.029042897894352621 -0.10007756931037518 -0.015863601332242648 0.083131780240065359 0.008514992524774603 -0.066801796500129462 0.10000987230440708 0.047490494931707039 0.031945538647982101 0.042504461583108943 -0.0042159379312389665 -0.070322542225079832 -0.042253460628944202 0.041365854861646033 -9.417961414107741e-05
leaf_weight=0.0014019005315992752 0.0037351880305035038 0.0022731576255052835 0.010796840900184179 0.0020152852853780861 0.0034528912001405834 0.0015348052858445791 0.0018311586976453853 0.0026082522118788809 0.0015477318135784617 0.001069198132142902 0.0015280905868177846 0.0014008506539236014 0.0013702442919837632 0.0019327321297168965 0.002023383896730957 0.0017612668863746794 0.0013205085044489797 0.0017825622163556423 0.0045199186903346344 0.0087145786952383952 0.0041110806306905454 0.00191570232709637 0.0033532180505062561 0.0047005847089174315 0.0056026398734441143 0.0066114292680148345 0.0076049718658235399 0.0071108694288934951 0.0080509882906625307 0.19590961014309943
leaf_count=120 39 19 36 54 18 10 16 32 55 8 37 117 23 17 47 36 6 43 22 132 34 9 18 21 28 30 20 38 24 1791
internal_value=-0.000122026 8.70963e-05 -0.00019571 -0.0107627 0.00280044 -0.036832 -0.0198571 0.00715518 -0.00944444 0.00190608 -0.0590091 -0.00599847 -0.0403429 0.00710136 -0.0108227 0.0116461 0.000884309 0.0117391 0.0551324 0.00103021 -0.0160642 0.0250035 -0.000554202 -0.00123422 -0.000680195 -0.0218064 -0.0395792 0.00116425 6.69275e-05 0.00154238
internal_weight=0.303592 0.30219 0.299917 0.0278111 0.0182935 0.00951759 0.00750231 0.00443941 0.0148406 0.0111054 0.0030629 0.0100362 0.00277109 0.00726511 0.00533238 0.00378465 0.272106 0.0318407 0.00630248 0.0255382 0.0149079 0.0106303 0.240265 0.236912 0.235591 0.018917 0.0142164 0.216674 0.211071 0.203961
internal_count=2900 2780 2761 509 360 149 95 48 342 303 47 295 140 155 138 83 2252 276 65 211 70 141 1976 1958 1952 71 50 1881 1853 1815
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=12 19 8 9 10 2 0 12 15 3 16 15 18 15 17 2 17 5 17 9 14 12 17 4 4 6 0 12 2 9
split_gain=0.000224447 0.0013581 0.00189508 0.00107163 0.00113233 0.00071784 0.000691706 0.00054207 0.000679402 0.000696422 0.000588389 0.00146979 0.000910815 0.000842653 0.000849717 0.00100509 0.000962909 0.0010346 0.000782993 0.00114437 0.00124577 0.00134046 0.000972378 0.000681573 0.00312096 0.00150146 0.00183806 0.00189827 0.00172164 0.00198622
threshold=286.25174907180002 14.351157895250003 5.2459061469000003 37.256168974800005 80.059594666650014 317.41815758785003 86.692020874450009 273.64044797740007 46.574831689400007 94.260030511650015 13.534968349350001 17.382777826050003 17.108018746400003 16.629348623500004 196.91396350930003 166.57119979220002 187.59608338195002 13.487843791950002 208.12573104970002 201.78065190905002 300.26608985595004 200.03640368750004 213.85098605320005 277.00048312305006 274.67316291360004 16.515385879350003 98.615332683000005 217.64277969395002 197.03438354685002 195.74493321760002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 5 -5 -3 8 10 -10 11 13 18 14 15 -1 17 -17 23 -20 21 22 -21 24 -12 26 27 -25 -29 -30
right_child=1 6 -4 4 -6 -7 -8 -9 9 -11 12 -13 -14 -15 -16 16 -18 -19 19 20 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=-0.086769660445047303 -0.064409119041686086 -0.011274835573870646 -0.057198341606255976 0.021286676998487564 0.060396727961101085 -0.064569622755558331 0.049058663010950555 0.04134962468629258 -0.10001824942255866 -0.00033485941855876584 0.0013755334884793255 -0.10002401236945391 0.047378995739864878 0.051504072367987763 -0.10001464126842115 -0.10002172517763952 0.068610347993742452 0.022254707981421148 -0.10003046019575013 0.02000520842089256 -0.070622334987778507 0.072206515925177059 -0.10002028320379192 0.080165950796369068 -0.0878908055037812 -0.039349961320347238 -0.049796456106672507 -0.053089729932229351 -0.017509755121077133 0.042827121115574907
leaf_weight=0.0012405534074807489 0.0017321257109893231 0.0031130392859279807 0.0088524430766404802 0.0022928508741983942 0.003944540930277185 0.0016928093436196093 0.0048774650552161347 0.0032469610758774073 0.0013615240112459228 0.0014443316029475184 0.19620636077596643 0.0019706616576179456 0.0043002279780104393 0.002058432576450997 0.0011455494907672836 0.001079032773166011 0.0019499276035119806 0.0019290249600687481 0.0017639620301785897 0.0016156057631064868 0.0023643056264006646 0.0023749796143874846 0.0011593228781974219 0.0056094733662064291 0.0039964117576687377 0.004792053224788039 0.0034352882604657955 0.0031564524278326891 0.0077302796758260675 0.018542990963597239
leaf_count=145 130 35 181 36 50 60 36 55 57 21 1169 124 55 28 126 54 29 56 34 23 17 20 31 38 16 48 56 18 55 97
internal_value=-0.000115713 -0.00890337 -0.023774 0.00684885 0.0224131 -0.0151786 0.0255532 0.00073289 0.000246652 -0.0487056 0.000758359 -0.0214998 0.00174318 -0.00504206 -0.0208911 -0.00626825 0.0138743 -0.0216076 0.000966737 -0.0275452 -0.0105293 0.0170593 -0.0301396 0.00205328 -0.000406385 0.0134346 0.020009 0.0268528 0.016691 0.0250744
internal_weight=0.300979 0.0265053 0.0185148 0.00966233 0.0079302 0.00398566 0.0079905 0.274474 0.271227 0.00280586 0.268421 0.0113732 0.257048 0.00940252 0.00734409 0.00619854 0.00495799 0.00300806 0.252747 0.00927818 0.00751421 0.00514991 0.00277493 0.243469 0.200203 0.0432665 0.0384745 0.0350392 0.0294297 0.0262733
internal_count=2900 528 457 276 146 96 71 2372 2317 78 2239 562 1677 438 410 284 139 110 1622 125 91 74 54 1497 1185 312 264 208 170 152
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=0 9 7 3 16 7 6 19 17 7 9 16 6 19 6 17 6 13 9 16 2 16 13 5 0 16 17 6 5 10
split_gain=0.000206225 0.00104343 0.000434958 0.000356995 0.000655201 0.00162286 0.000544108 0.000881535 0.000946498 0.0011366 0.000487562 0.000907944 0.00125068 0.0011732 0.000801127 0.00185924 0.00155137 0.00115304 0.000766922 0.00119091 0.0011394 0.00104078 0.000705459 0.000608467 0.000587361 0.00121726 0.0028054 0.00179555 0.00147314 0.001364
threshold=114.06859001680002 38.559541491950007 28.223886399600001 70.077349628250019 8.0849810938000015 25.823591744850003 6.9451622726000011 11.750948102400001 197.84582410835003 22.557405306150006 52.394053035900008 12.644970430600003 11.945279099550001 11.850956171350001 13.665319288000001 199.41622983390002 13.775321858200002 99.19872809730002 193.75542554275003 17.654958715000003 188.32206997295003 15.919962772200003 95.870416931800023 14.515626273450001 94.047642319350018 19.214955067100004 173.06150329755005 14.815346158200002 19.915533535850003 66.697957758300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -5 9 -9 -8 12 -12 23 15 17 -16 -15 -17 21 -21 -20 -14 -13 25 26 27 -18 -28 -27
right_child=1 2 -4 6 5 -7 10 8 -10 -11 11 13 22 14 16 18 24 -19 19 20 -22 -23 -24 -25 -26 29 28 -29 -30 -31
leaf_value=0.087637847273292213 -0.10001140469078984 0.06503330676429675 -0.026926261108575163 -0.077830531481486831 0.054846576688626351 -0.10001366708029596 0.028857165114448587 -0.060704231651611242 -0.072096072746609327 0.049302076444255452 -0.10001576943420323 0.057241699585079457 -0.059765948189172871 0.022585528263496749 0.055820073032356601 0.046783824852405224 0.085653333465042836 -0.084012191477717629 -0.0094045043553785557 0.069545098450833676 -0.026970245492077757 -0.10001719893547051 0.036625714919226511 0.00095667395018734277 -0.01186418526875783 0.0026803483063385972 0.0851484881720736 -0.062402962837026177 0.0085886844760816022 -0.025224644764653054
leaf_weight=0.0013123098894424192 0.0011837478123911662 0.0010016657620632863 0.0010572056073883118 0.0023157985854567187 0.002025071484581531 0.0010163250260601941 0.0059281908483299053 0.0013196259811347755 0.0015837515580550132 0.0032582483924205041 0.0021454876683408 0.0054543560822821746 0.0012503585531425943 0.0012563367357216739 0.0050684560073932508 0.0029344719378912041 0.0010251188893359818 0.0052764066906380025 0.003359203667972821 0.002618151644497857 0.0022956623727168335 0.0020358047810162816 0.0019331349038197165 0.0029645978128307604 0.035960281664901506 0.16556385906705018 0.0069002575651500031 0.004076049122239747 0.0039531349001531435 0.019589218387917384
leaf_count=21 191 14 77 69 33 86 48 42 95 84 143 32 62 15 33 27 10 100 49 18 33 66 55 47 294 811 31 180 52 82
internal_value=-0.000118783 -0.0251998 0.0178132 0.000157449 0.0285802 0.00309787 -0.000269159 -0.0252306 -0.00546134 0.0175915 0.000482323 -0.00012789 -0.0410039 0.00067789 -0.000503213 -0.0198555 0.00107735 -0.063512 0.00167962 -0.0111596 0.0244545 -0.0435972 -0.00123337 0.0374218 -9.30353e-05 0.00201178 0.0285151 -0.0326499 0.0572631 -0.000272003
internal_weight=0.297662 0.00324262 0.00205887 0.29442 0.00435371 0.0030414 0.290066 0.00847742 0.00616163 0.00457787 0.281589 0.27566 0.00532898 0.270331 0.261912 0.019776 0.242136 0.00653274 0.0132433 0.0103088 0.00491381 0.00539501 0.00318349 0.00841895 0.237068 0.201108 0.0159546 0.00510117 0.0108534 0.185153
internal_count=2900 282 91 2618 140 119 2478 290 221 126 2188 2140 260 1880 1801 308 1493 115 193 166 51 115 117 79 1460 1166 273 190 83 893
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=5 5 8 3 0 8 3 9 0 13 5 0 18 13 7 0 5 5 15 5 17 12 15 7 0 0 0 9 7 15
split_gain=0.000227217 0.00219705 0.00270074 0.00178302 0.00173989 0.0010867 0.00244883 0.00223065 0.00236576 0.00218709 0.00156182 0.00137021 0.00236197 0.00319152 0.00328705 0.00136615 0.00132491 0.00119413 0.00177301 0.0016761 0.00112115 0.00101545 0.00092726 0.000837999 0.00167998 0.00200512 0.0018815 0.00144025 0.00198465 0.00176993
threshold=20.950952025950006 21.197160116700001 8.4434108459500017 88.727183679150016 89.738043936200015 8.543332867800002 93.458869988800004 198.65201223855004 86.597924839850023 117.68187774410002 21.324133279950001 86.280686780500005 13.303774303900001 117.54745483760001 23.738191650050002 86.232294534150014 30.133297129900004 22.732890661650003 38.567335632300008 22.907563598750006 189.37128582595003 323.71033162625002 40.896729687200008 24.373474566200006 93.679323555450011 93.972365491700018 94.776214472700005 200.80358209610003 23.699538637550003 35.054707749500004
decision_type=2 2 2 2 2 2 2 2 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 -3 5 10 7 -7 -9 20 -5 15 -13 14 -14 17 -11 18 -12 -19 22 -21 -8 27 -25 -26 -27 29 -29 -1
right_child=1 3 -4 4 -6 6 9 8 -10 16 11 12 13 -15 -16 -17 -18 19 -20 21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0038356625077315925 -0.00031760083780895147 -0.060159606554259171 -0.088727379893540126 0.07571778833156631 0.057684984649268703 -0.10011753469123026 0.092931938359539806 -0.071968306793865275 0.016052217009402361 -0.047432652706738319 0.029281838357509856 0.06856300372148269 -0.068185521441956332 0.048921641979315707 0.017472419147718264 -0.10005900355962927 0.038274063022369548 0.090805903599274984 -0.057642962589202797 0.0047606012547670145 -0.0045886203087178098 -0.087172565896973767 0.01889978671235908 -0.05041344097064613 0.072205410651485211 -0.064891348603381402 0.00055880581135112496 0.078034069277842288 0.0062369637299750126 0.040544970727617105
leaf_weight=0.058382021431967607 0.0075569381058500085 0.0045663685138464241 0.0063660106956371365 0.003230087590054608 0.0056479868062524466 0.0046234830344928845 0.0043902433050950779 0.005076817452220439 0.0076619392575594247 0.006819477472406632 0.003340435001721335 0.0074599387345566362 0.0079637363043829623 0.01064918620068056 0.010240791574688046 0.0015775914034747976 0.0024522581952624023 0.0022069597145863975 0.0078863735797516377 0.020177727966234692 0.0035143705834797187 0.0012775410592759965 0.0027526003729978609 0.0074445315048059504 0.0036063049663397342 0.0047617239058830299 0.056601025271255184 0.0066508007212240363 0.0091427531473868839 0.010620807445548053
leaf_count=459 33 83 22 9 27 9 31 32 33 64 29 32 28 36 30 6 13 8 38 405 39 44 27 50 22 59 1120 21 54 37
internal_value=-0.000113015 -0.00308299 -0.0407413 0.00116193 0.00351601 0.000815731 -0.0131663 -0.0406209 -0.0190269 0.0107524 0.00767541 0.0046556 0.0184055 0.00543762 -0.0199994 -0.00903663 -0.0247643 -0.00492084 -0.0317793 0.00782245 0.0416517 -0.000713504 0.0644026 0.00248345 -0.00541715 -0.000261216 -0.0045201 0.00923033 0.0364713 0.00299534
internal_weight=0.294649 0.137439 0.0139229 0.123516 0.11895 0.113302 0.0372912 0.0173622 0.0127388 0.0199289 0.0760104 0.0727803 0.0363137 0.0288537 0.0182045 0.0364666 0.00927174 0.034889 0.0112268 0.0236622 0.0106572 0.0214553 0.00714284 0.15721 0.0724136 0.0649691 0.0613627 0.0847964 0.0157936 0.0690028
internal_count=2900 1078 55 1023 940 913 248 74 65 174 665 656 126 94 58 530 77 524 67 457 97 449 58 1822 1251 1201 1179 571 75 496
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=18 17 5 10 5 5 7 16 6 18 6 7 10 16 18 18 8 0 16 8 3 19 7 5 5 7 6 8 15 18
split_gain=0.000232476 0.000351174 0.000296961 0.000841899 0.000938851 0.000666143 0.00052079 0.000528283 0.000821818 0.00122841 0.000421769 0.000739517 0.00163686 0.00130032 0.00104653 0.000923169 0.000710315 0.0013271 0.000677012 0.000561928 0.000818168 0.00183403 0.00200803 0.00167752 0.00159679 0.00149396 0.00124869 0.0011752 0.00149667 0.000937663
threshold=11.257534840550003 162.59969366065002 32.00428233840001 59.74022811670001 29.040033326300005 30.690160697650004 20.778835947700006 17.294959556900004 13.400313096150002 14.047116609550001 18.025421161100002 22.087764922150004 72.026481772850005 22.744946812400002 12.848040995400003 12.903279561150002 8.8430989333000021 88.576630023850015 22.714946882600003 8.7431769115000026 93.394346993650018 14.451165964200003 22.726915405250001 22.382291025900006 24.038949512150001 22.580174331950005 16.435384010100005 8.3434888241000014 41.403124198950003 13.086509421050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 7 8 9 -5 11 12 13 -8 -13 -16 18 -18 19 20 25 22 23 -22 -24 -17 -23 -28 -29 -27
right_child=1 2 -4 6 5 -7 10 -9 -10 -11 -12 14 -14 -15 15 16 17 -19 -20 -21 21 26 24 -25 -26 29 27 28 -30 -31
leaf_value=0.033999671656926175 -0.042151557589530417 -0.087051057958292308 0.031176112189572405 -0.1000199208626458 0.032856478219567158 -0.054011022333808695 -0.070434501877691069 0.067587169661441557 0.052958905064269805 0.043888262415207768 0.030216612275746204 0.054485553989880323 0.049994025198343506 0.027020159688335696 -0.050136649413679547 0.054513810143143937 -0.081551938618485365 0.0058175626069943281 0.037585257443782251 0.027079853558795233 -0.049201686725575788 -0.042739075139510793 -0.08879625647260346 0.052794997128812228 0.014414895095287204 0.062016223467912079 0.066552077586583172 -0.051964734658447198 0.048244887053732054 -0.00040329263814041472
leaf_weight=0.0019843231438223521 0.0019954331240676351 0.0023348627812094782 0.0030125929611086724 0.0012604443003567658 0.0019971838793431118 0.0015820820284488946 0.0061008750585229143 0.0022357000350758938 0.0021531081992005596 0.0011204245697804538 0.0044611010835198242 0.0035097249702928371 0.0021444999275503926 0.0017652974966040347 0.0036919255179149171 0.0052363445063377248 0.0029957941976717075 0.0041426164563223011 0.0049966122519435876 0.0076324917913268555 0.003097995959251418 0.0033096786557745292 0.0075965567445493432 0.0033627887961214954 0.0018674716494082519 0.0024372916304855599 0.0044655449552672977 0.0029473773956851801 0.0030150347754440074 0.19118855548919816
leaf_count=72 150 107 42 33 38 14 108 38 30 11 35 17 30 8 18 57 27 25 30 40 11 30 49 31 44 11 24 16 25 1729
internal_value=-0.000110987 -0.00034629 -5.4268e-05 -0.000387134 -0.0377201 -0.00554009 0.000410712 0.0278056 0.00818932 -0.0322975 -0.000276244 -0.000788596 -0.0274508 -0.0485641 0.000256075 -0.000499253 0.00023882 -0.030849 0.00115905 0.000388347 -0.000503122 -0.0159958 -0.0390909 0.0038868 -0.0684303 0.00180778 0.0107762 0.0277611 -0.00129137 0.000382421
internal_weight=0.289642 0.287657 0.285662 0.282649 0.00591413 0.00357927 0.276735 0.00676968 0.00453398 0.00238087 0.269966 0.265504 0.0100107 0.00786617 0.255494 0.251984 0.248292 0.00713841 0.241154 0.236157 0.228525 0.0296624 0.0159248 0.00646078 0.00946403 0.198862 0.0137376 0.010428 0.00596241 0.193626
internal_count=2900 2828 2678 2636 159 52 2477 112 74 44 2365 2330 146 116 2184 2167 2149 52 2097 2067 2027 230 135 42 93 1797 95 65 41 1740
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=15 5 16 6 6 6 15 10 9 16 4 6 2 16 12 19 18 15 16 8 2 2 8 6 5 17 9 2 15 8
split_gain=0.000233895 0.000724604 0.00119381 0.000773641 0.00129488 0.000890466 0.000340496 0.000996778 0.00142002 0.000564659 0.00113758 0.00137887 0.000973967 0.000559343 0.000464989 0.00217501 0.00115104 0.00102074 0.000917994 0.00135055 0.000903458 0.00162298 0.00161834 0.00140395 0.00130654 0.00158769 0.00143561 0.00108002 0.000997963 0.000891664
threshold=45.169600924000008 24.301614351200005 22.594947163200004 16.770391837550005 16.495385412050002 16.475384944750001 42.80317728375001 61.917879202350001 199.02473417820002 22.674946976100003 254.49455531690003 16.555386813950005 72.843776848050013 22.654947022900004 247.85609524425004 14.451165964200003 14.117867417450002 25.134223482700005 22.584947186600004 8.2435668022500028 189.32640726775003 185.26507771735001 7.943800736700001 13.665319288000001 22.334016245700003 188.54236693505001 204.09084027260005 184.06044473220001 22.129384464550004 1.6487133604500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 9 -8 -9 13 11 -11 -13 14 20 16 17 -16 19 29 21 27 -23 28 26 -26 -25 -1 -22 -18
right_child=1 2 3 -5 -6 -7 7 8 -10 10 -12 12 -14 -15 15 -17 18 -19 -20 -21 23 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00040494637245500585 -0.046802434017273672 0.063229574490970317 -0.036730410941739344 0.042118347525158396 -0.10003916811976049 0.071470476256899326 0.053910873341304823 -0.035572988521423952 0.034232426757456379 -0.075622842220875425 0.031511600821268866 0.031522424078670674 -0.040057752323752256 0.024499170618381097 -0.0018329746406942243 -0.084184918115172869 -0.033775684046382586 -0.1000328839432825 0.072064562213553271 -0.066224758346922041 0.0038425575144985162 0.018385326513776386 -0.1000707644707155 0.077710972301828468 0.038451763688057528 -0.063076788888520516 0.0091920510791039245 0.066400658374458327 -0.078059292066577537 0.02493525092120337
leaf_weight=0.16899365368117122 0.0043110847006735406 0.0024199837729561181 0.0021462700858679018 0.001624295020945965 0.0020112191845209192 0.0011780940638295156 0.0046114282879443904 0.0058860419679547249 0.0057717638848332198 0.0046920958448026795 0.003518223548734766 0.0035551869356140742 0.0040851654389157943 0.0095946591300162254 0.0022158828451599713 0.0036524524499981217 0.0032838707293618716 0.0020265762145763588 0.0020460652694964656 0.0025384995155279802 0.0057479611086015394 0.0018060259110974633 0.0031913407212940115 0.0079301205649180417 0.0036667135688841493 0.0026558567032992642 0.0049769701055120139 0.0024550933568177049 0.0020072838767077883 0.012186327771205541
leaf_count=1446 40 28 50 11 44 14 25 38 36 18 30 22 34 38 56 22 205 48 9 51 159 43 16 36 49 15 35 20 42 220
internal_value=-0.000113403 -0.0128682 0.0027284 -0.0183082 -0.0367036 0.00161401 0.000526025 0.0145553 -0.00101242 -0.000362692 -0.0186452 -0.032954 -0.00675027 0.000839881 -0.000141199 -0.0122354 -0.00141969 -0.048742 0.00859105 0.00137948 0.00152044 -0.00108571 -0.0572613 0.0185613 0.0330466 -0.00419629 0.0512901 0.000551689 -0.017356 0.0124726
internal_weight=0.286786 0.0136909 0.00937986 0.00695988 0.00533558 0.00332436 0.273095 0.0162692 0.0116578 0.256826 0.0158507 0.0123324 0.00764035 0.240975 0.231381 0.0279497 0.0242972 0.00424246 0.0200548 0.0180087 0.203431 0.176446 0.00499737 0.0269849 0.0192297 0.00632257 0.0129071 0.171449 0.00775524 0.0154702
internal_count=2900 187 147 119 108 64 2713 99 74 2614 104 74 56 2510 2472 611 589 104 485 476 1861 1525 59 336 135 64 71 1466 201 425
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=5 5 13 9 15 18 17 0 10 5 9 7 5 3 19 18 19 7 0 10 9 18 10 6 2 15 19 6 13 13
split_gain=0.000235062 0.000881989 0.00129117 0.000547513 0.000659858 0.000640239 0.00143888 0.000878218 0.00129397 0.00170184 0.00161046 0.000823356 0.000570718 0.000859804 0.000672207 0.000548662 0.000705966 0.000882524 0.00054278 0.000496705 0.000895859 0.000665305 0.000673813 0.00074543 0.00158361 0.00192142 0.00229176 0.00263915 0.00135706 0.00264339
threshold=23.606333875400001 23.151456684850004 117.54745483760001 227.14331114760003 51.067537391750008 13.987466292050001 199.30127897920002 87.181320254150009 61.923256118600001 24.301614351200005 200.80358209610003 23.302979953550004 29.040033326300005 103.44111502715002 14.451165964200003 11.955585097900002 13.451085274650001 18.446911739150003 86.001087134900004 61.928633034850002 191.62448690950001 12.777826849750001 61.93938686740001 16.455384477450004 192.12593012350001 39.283112803100003 14.351157895250003 16.535386346650004 117.47217800995001 117.38883580790001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -3 4 5 6 7 8 11 -10 18 12 13 14 -2 16 17 -14 -11 20 -1 -21 -23 28 25 26 -25 -28 29 -24
right_child=3 2 -4 -5 -6 -7 -8 -9 9 10 -12 -13 15 -15 -16 -17 -18 -19 -20 21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.012821334969694809 0.020661681283405772 -0.013999446288266116 0.054383321608936969 0.053645685412237 -0.08549802455122317 -0.05723730763600833 0.061146069724267629 0.05100791169058147 -0.10004144649856102 -0.0095804506499862756 -0.10004111733169262 0.074865392758010796 -0.069957738453024637 -0.10002455147511502 -0.058883804300526102 -0.039428068064672563 0.069578758324596562 0.045163140942211355 0.078404238594686357 0.037858683640801659 -0.043981464472957615 0.058302427485598468 0.0013435987426364709 -0.073289754919272851 -0.068513703617851682 0.037146891921631169 -0.04770636556464683 0.030902499901985233 0.026017440939334065 -0.065283549620631362
leaf_weight=0.0047053057041023805 0.0028256864821008497 0.0045162044457121575 0.0071051809906368391 0.0013667250132129985 0.0011457923896127575 0.0024317215300231334 0.0030372175251613944 0.0020224276216680428 0.0036675710133707842 0.0013524530087671467 0.0012599688422954003 0.0013426579681663506 0.0011955590065525993 0.0013556949455242866 0.0017024050512972622 0.0015394564779516173 0.0022984094532745303 0.0015031573355770433 0.0014559545534211793 0.0046992115083810395 0.0067733404115983831 0.0019542765367077655 0.15953129397887389 0.0060203594962562326 0.0046186310778457687 0.0078230141966066924 0.0073138730099344676 0.010265339386023697 0.020692692786724365 0.0061855805101913566
leaf_count=34 34 31 35 10 43 29 17 16 54 77 28 11 45 104 22 46 36 15 7 21 34 6 1902 33 33 23 29 36 69 20
internal_value=-0.000114917 0.000902395 0.027809 -0.00825928 -0.0110668 -0.00812501 -0.00362826 -0.0119923 -0.0179188 -0.0506417 -0.00610877 0.00047421 -0.00756757 -0.0301614 -0.00924466 0.0127699 0.0288504 -0.00583659 0.0360332 -0.000397331 -0.020697 0.000619727 -0.000160085 -0.00067369 -0.0138387 -0.00580231 -0.0200395 -0.00180291 0.00187169 -0.00114334
internal_weight=0.283707 0.252204 0.0116214 0.0315029 0.0301361 0.0289903 0.0265586 0.0235214 0.021499 0.00773595 0.00406838 0.013763 0.0124204 0.00588379 0.00452809 0.00653658 0.00499713 0.00269872 0.00280841 0.240583 0.0114786 0.229104 0.224405 0.222451 0.0360412 0.0314226 0.0235996 0.0175792 0.18641 0.165717
internal_count=2900 2306 66 594 584 541 512 495 479 166 112 313 302 160 56 142 96 60 84 2240 68 2172 2151 2145 154 121 98 65 1991 1922
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=13 0 16 13 3 16 13 17 15 5 6 16 10 6 8 16 17 13 13 9 16 5 9 8 0 9 6 3 18 0
split_gain=0.000234393 0.00244163 0.00180094 0.00132175 0.00362846 0.00325037 0.00272371 0.00203727 0.00206458 0.00120038 0.00119013 0.000965982 0.00137076 0.00228431 0.00254281 0.00116516 0.00131652 0.0011009 0.0014556 0.000961613 0.00092364 0.000805787 0.00184356 0.00341239 0.00136891 0.00121933 0.000999565 0.00258725 0.000868038 0.00192233
threshold=109.57886493895002 93.442739239950015 19.214955067100004 112.82921081865001 89.227236891450005 19.974953289850003 113.85351336640001 196.44284117250001 27.706191659600005 19.500380888400006 14.655342419750001 18.684956306450005 71.787208999250012 14.775345223550003 7.943800736700001 18.384957008000004 192.2469332606 108.61908538635001 107.97116697695002 198.78883073475004 18.324957148300005 21.197160116700001 196.26893085885004 8.6432548896500023 89.738043936200015 190.24759545780003 15.785368822600002 90.988176966900014 13.901940775400002 87.29692395375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 5 -5 7 -6 8 -2 -8 -4 15 13 14 -13 17 -17 18 20 -18 -1 22 25 -24 26 -11 -23 -28 29 -29
right_child=1 -3 10 4 6 -7 9 -9 -10 21 -12 12 -14 -15 -16 16 19 -19 -20 -21 -22 24 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0027720504745133421 0.039451890515349114 0.051990472219649822 -0.0071542878564870988 0.057969155489322105 -0.085428423900751282 -0.10003724006736972 0.052934776473924076 0.048469565279937933 -0.061641658383954884 -0.020895207086436021 -0.10005657756696269 0.029536135885137822 0.086810714442188616 0.074252180455170569 -0.10003215400437307 -0.10004800441182585 0.07636682302432457 0.056707128080880291 -0.082131216826817358 -0.041914308935313963 0.091033249540520139 -0.033189288062516607 -0.075347891059177441 0.022783435702040885 0.067953008413457847 0.028717475702355433 0.10001353480642793 0.00045918264078921112 -0.031864383691353811 0.067946751462370211
leaf_weight=0.065762868831917926 0.0029353381418773528 0.009266120057873195 0.0024623715834195528 0.010908667281455564 0.0037953486632721347 0.0044813139467976262 0.0042217378495479343 0.0050768674866428229 0.006479431938714697 0.0091845701590500678 0.0031339124499325521 0.0033513567552745371 0.0028033672447236322 0.0032961607867036946 0.0027637591877009982 0.0026403232466614126 0.0010052486001086436 0.0031255194988162307 0.0023031841319237625 0.0021733778868193443 0.0010666843886610869 0.0077750906369118402 0.0098901807359226268 0.0055221263476852309 0.0031733518626424475 0.010754092269053217 0.0027317620024405178 0.076766441428316554 0.0072846705847942053 0.0044662111267825813
leaf_count=1496 39 35 16 48 32 36 16 11 21 39 28 23 17 11 40 23 6 44 42 44 4 24 36 22 9 31 11 640 44 12
internal_value=-0.000120098 0.00196228 -0.00413148 -0.00067992 0.00234245 -0.0256061 -0.00182621 -0.00258941 -0.0301227 0.000411916 -0.0591795 -0.000719607 0.025431 0.00714765 -0.0290229 -0.00481069 -0.0478586 -0.00134404 -0.00396856 -0.0045076 -0.0012748 -0.00120015 -0.0142139 -0.0401881 0.0033014 0.00586383 0.00122956 0.0041623 0.0012042 0.00416968
internal_weight=0.280601 0.184713 0.0958881 0.175447 0.156474 0.018973 0.145566 0.0144916 0.00941477 0.14177 0.00559628 0.0902919 0.0122146 0.00941128 0.00611512 0.0780772 0.00581895 0.0722583 0.0691327 0.00317863 0.0668296 0.137548 0.035351 0.0154123 0.102198 0.0199387 0.0990242 0.0912491 0.0885173 0.0812327
internal_count=2900 1106 1794 1071 964 107 916 71 60 884 44 1750 91 74 63 1659 73 1586 1542 50 1500 868 128 58 740 70 731 707 696 652
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=0 10 10 12 10 18 3 3 9 17 18 19 19 17 7 9 6 10 6 4 2 18 18 18 6 6 16 13 9 18
split_gain=0.000214268 0.000587026 0.00109903 0.000993519 0.00098747 0.000949409 0.000414936 0.000773781 0.00152987 0.000750657 0.00059118 0.00226227 0.00102464 0.00101582 0.000870157 0.00220369 0.00133694 0.00186851 0.00141504 0.00140801 0.0012383 0.00121493 0.00277343 0.00190203 0.00149292 0.00247724 0.00166244 0.00136863 0.00113708 0.00214795
threshold=85.716110573100011 61.993156030000002 61.971648364950006 115.61167718145002 61.917879202350001 13.101381023200002 93.770731131900007 93.58791597905001 191.62448690950001 188.07781354100004 13.278511569200001 14.351157895250003 14.051133688400002 186.83097010915003 23.195026784100005 190.58777288605003 15.825369757250002 65.630639880500027 15.265356672600001 225.05241822990004 139.80186571705002 13.482409244300003 13.5308213324 13.5538556217 16.565387047600002 16.515385879350003 22.644947046300004 117.67112391160002 196.26893085885004 13.809421053700001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 10 -9 -8 11 12 -2 -14 15 16 17 -12 19 -19 -17 -16 -23 -24 25 26 27 28 -25 -30
right_child=6 3 -4 5 -6 -7 9 8 -10 -11 14 -13 13 -15 21 20 -18 18 -20 -21 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0013837992422346113 -0.043867871723011667 -0.10002405190930162 0.091106095627605674 0.041727567230372825 -0.061043027667363282 -0.07461678666105602 -0.0031194721942042151 -0.072484359859736253 0.012115057214846743 0.046269712224838701 -0.10017711929529172 0.048032118631363946 0.032882390095911769 -0.022417835448203725 0.038189786297143202 -0.01759818717504727 0.061935528846503968 -0.075912651097035849 0.10001171572857062 0.01185082964789721 -0.070771543917733742 -0.1000754798577433 0.087285108069670478 -0.01641200356334831 0.055086200999402937 -0.10007084898334073 0.04888869342667871 -0.093027754307562868 0.056312019933632031 0.00028195860457144419
leaf_weight=0.018753974942000571 0.0055256864714658951 0.0017629742088506239 0.0012040282188792153 0.0017481220931250853 0.0029296824880870936 0.0011713895302207719 0.007009514164693087 0.0042233438908607646 0.0043282149683235849 0.0054857396707603812 0.0018064041417176204 0.011890259515051405 0.0071883752934809308 0.0061752746765932898 0.0088650642696279647 0.010347692212587134 0.0037516599018090338 0.0021961034415479705 0.0014891341124894106 0.01090631361346639 0.0075935852696140662 0.0027141937171109012 0.0025656902234914005 0.034922330404670618 0.0048286048522641059 0.0025024466981253815 0.0067048537571281477 0.0016371440178772892 0.0074326458998257286 0.086095773394838662
leaf_count=369 39 49 13 51 37 61 24 29 41 23 9 36 28 28 27 29 12 47 5 189 28 8 7 746 20 15 45 7 24 854
internal_value=-0.000123669 -0.0084871 -0.00188707 -0.0407476 -0.0070507 -0.00495303 0.000805398 -0.000136064 -0.0296659 0.0185637 0.000975704 0.0138614 -0.00764799 0.00732844 -0.00104415 -0.0146135 0.00808295 -0.00423789 0.00763919 -0.00285926 -0.0401036 0.00222162 8.74067e-05 0.00194072 0.000421419 -0.00147351 0.000330201 -0.00217255 -0.00101457 0.00473463
internal_weight=0.275756 0.0275702 0.0228877 0.00468249 0.0216837 0.00291951 0.248186 0.235691 0.00855156 0.0124953 0.227139 0.0307796 0.0188893 0.0133636 0.19636 0.0380909 0.0201496 0.016398 0.0145916 0.0131024 0.0179413 0.158269 0.149404 0.146689 0.144124 0.139295 0.136793 0.130088 0.128451 0.0935284
internal_count=2900 580 419 161 406 112 2320 2273 70 47 2203 131 95 56 2072 319 262 250 241 236 57 1753 1726 1718 1711 1691 1676 1631 1624 878
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=15 5 16 0 3 16 17 7 7 6 15 6 13 13 13 4 0 5 0 10 6 15 15 15 15 15 2 15 7 15
split_gain=0.00021283 0.000975537 0.000892407 0.000938094 0.000835201 0.000305695 0.00132191 0.00205492 0.00126269 0.00108495 0.00101068 0.00152022 0.000901297 0.0018487 0.00170736 0.0014387 0.00194933 0.00247627 0.00113025 0.00212494 0.00219388 0.00084369 0.000948184 0.00221736 0.00187116 0.00160085 0.00153239 0.00127113 0.00220565 0.00159337
threshold=46.074827201850006 24.375372008600007 22.584947186600004 86.280686780500005 94.260030511650015 22.624947093000003 199.01194954300004 23.608704471050004 22.535351262400003 15.710367070250003 40.452545866750008 16.495385412050002 117.38883580790001 117.30011668960002 117.47217800995001 165.01827963435002 86.103248543850015 21.964328598750004 86.232294534150014 62.020040611300011 16.435384010100005 42.385947950200006 39.283112803100003 38.469938489650012 37.80636766060001 36.168474401900006 132.99388411665004 33.202295547750005 24.373474566200006 31.385732506450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 -4 12 7 8 -7 -8 11 -10 13 21 -14 -16 17 -17 -18 -20 -21 22 23 24 25 27 -24 29 -29 -1
right_child=1 2 3 -5 -6 6 9 -9 10 -11 -12 -13 14 -15 15 16 18 -19 19 20 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0024509455852543384 -0.079871469908596213 0.069138803249966532 -0.10001449712251256 0.043454644645218803 -0.0027878123647308798 -0.012508828072597011 0.0070872693105765759 -0.057957316302286302 0.035014795702097784 0.084409270811510811 0.052640945118747701 -0.036443132696996831 -0.050604172283877626 0.067899231735997739 0.059801275050382643 0.059816146862430114 0.041755129113663178 -0.092914783632028777 -0.050461050343363137 0.061765377744382677 -0.023632071569768442 -0.056391496203540052 0.10002832602591366 -0.088178407654872726 0.080639556249103003 -0.048284059523129169 -0.0056918594148679348 0.054592591719655859 -0.018385125541756694 -0.034342858623058713
leaf_weight=0.11455245873917008 0.0018532960412773729 0.001532396132842298 0.0016118645695611961 0.001705069866602571 0.0019553145770597608 0.015478612603104125 0.0035260336389910654 0.0052298600636966333 0.0077158441383744503 0.003738990516268359 0.0081609227060788214 0.0048476688222791608 0.0098638715437102675 0.0041631686889331823 0.0032572220218298744 0.0013540339896280775 0.0056562868268876789 0.0049145913625220361 0.0075812256745848563 0.0057522541137586813 0.0063064661523579701 0.0025725728858692056 0.0024978170586109618 0.0028075194514993731 0.0029306126037882399 0.0065782621812946465 0.0030393311881484752 0.01106492480384702 0.0066188325059908229 0.013117490494061412
leaf_count=1908 21 23 71 11 28 95 22 24 32 27 50 24 30 17 19 6 21 91 23 15 29 28 7 13 13 31 33 38 55 95
internal_value=-0.000124533 -0.0155516 0.00196636 -0.0175575 -0.0467206 0.000382695 0.00753565 0.000636576 0.009101 0.0468815 0.0252409 0.00744254 -0.00124026 0.00208269 -0.0138776 -0.00347427 -0.0100038 -0.0599246 0.00236706 -0.00897667 0.0171042 0.000429858 0.00132551 -0.000102873 0.00149386 -3.27819e-05 0.0419987 0.00215092 0.0272778 -0.00132945
internal_weight=0.271985 0.00865794 0.00680465 0.00527225 0.00356718 0.263327 0.0486979 0.0414329 0.036203 0.00726502 0.0207244 0.0125635 0.214629 0.169943 0.044686 0.0348221 0.0315649 0.00626863 0.0252962 0.0196399 0.0120587 0.16578 0.163207 0.15767 0.154863 0.151932 0.00553715 0.145354 0.0176838 0.12767
internal_count=2900 154 133 110 99 2746 274 225 201 49 106 56 2472 2238 234 204 185 97 88 67 44 2221 2193 2153 2140 2127 40 2096 93 2003
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=5 5 4 17 6 5 5 12 6 6 15 2 0 0 6 5 19 6 18 6 19 9 3 13 15 5 2 5 13 0
split_gain=0.000201829 0.000712672 0.00147872 0.00163993 0.000929348 0.000641669 0.000590829 0.00102498 0.000823242 0.000845803 0.000741317 0.00064153 0.000992418 0.000634798 0.000565152 0.000620939 0.000525169 0.000491571 0.00168203 0.00304624 0.00183825 0.0013781 0.00103976 0.00166781 0.00120109 0.00172334 0.000908288 0.000803323 0.00136383 0.0010371
threshold=23.606333875400001 22.963361893800002 285.80603333175003 192.84209122775002 16.515385879350003 22.852794041600003 25.763052016400003 202.12526968910001 16.395383075500003 16.505385645700006 44.920183738100008 323.30468295165002 86.420486603250012 86.162394622750014 15.710367070250003 29.040033326300005 13.351077205700003 16.455384477450004 13.258783262950002 16.565387047600002 14.351157895250003 193.60452210450003 93.58791597905001 117.53132408880002 39.283112803100003 21.446355970350002 181.83510701155004 21.850554661550003 117.49368567500001 88.028184565250015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -3 17 7 -2 -9 13 -11 12 14 -10 -8 -16 -17 22 20 26 -19 -22 23 27 25 -24 -20 28 29 -1
right_child=6 2 -4 -5 -6 -7 11 8 9 10 -12 -13 -14 -15 15 16 -18 18 19 -21 21 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.040823318851896863 -0.076039158919834565 0.051014518150292246 -0.02684055911790996 0.092008455066646649 -0.024798771088351854 -0.037302900558718703 0.072661365101059042 -0.05499016481788678 -0.0028852142770690852 0.018985564586319344 -0.067895668781532623 -0.058614535679400129 0.092436791867262558 0.064001811223746888 -0.039486942211016778 -0.044267323158974914 0.027913858866757436 -0.031439449076081032 -0.10005124676744892 0.01154443399110483 0.003894662036661094 0.067021514174230662 -0.05237571410447555 0.044919613630258912 -0.077820961395792615 0.063733874153439021 -0.037787807226827036 0.027851958823226844 -0.075359619239268899 -0.00070989220613085994
leaf_weight=0.0062777461393413161 0.0028047992403339691 0.0030663997860127523 0.004382293514872738 0.0040711622127673763 0.0034206058624377533 0.0046556365290199011 0.0010800878901591248 0.003001597707829263 0.0029068904708466903 0.0017323310521675239 0.0022676871681775769 0.0013347775028051895 0.001438155042933432 0.0027719178779079812 0.0032235157223038137 0.001245466211054036 0.0052861675778270723 0.0074842046706180545 0.0051254590303173586 0.0082671858744278737 0.0084511479653883725 0.0058534813398409833 0.0029053323903869346 0.0094721608593317796 0.0033909893832060334 0.002282643427830959 0.0043156783583830904 0.010987347481183046 0.002373480430833296 0.14209494516671775
leaf_count=30 97 25 30 14 19 22 10 43 39 16 34 40 11 13 156 61 74 35 29 37 37 23 24 32 15 20 31 80 9 1794
internal_value=-0.000112816 0.000844945 0.0219914 0.0422597 0.0110381 -0.000565888 -0.00797673 -0.0213358 -0.00923585 0.00495348 -0.0302691 0.00722499 0.0143853 0.0297634 0.00402555 -0.00357379 0.0141502 0.000214086 -0.0098874 -0.0327783 0.00871659 0.0297263 0.0024333 0.00413565 -0.0315396 -0.00128897 -0.0715897 0.00174708 -0.000155614 0.00104741
internal_weight=0.267971 0.238878 0.0149405 0.0105582 0.00648701 0.223937 0.0290934 0.0154852 0.0126804 0.00967883 0.00400002 0.0136082 0.0122734 0.00567881 0.0108352 0.00975515 0.00653163 0.219282 0.0394972 0.0177083 0.0217888 0.0143046 0.179785 0.171206 0.00857897 0.00518798 0.00944114 0.161734 0.150746 0.148373
internal_count=2900 2306 88 58 44 2218 594 242 145 102 50 352 312 52 301 291 135 2196 192 97 95 60 2004 1945 59 44 60 1913 1833 1824
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=4 12 14 6 16 16 18 13 5 0 16 18 0 0 19 14 19 3 16 0 17 4 7 7 5 17 17 17 18 15
split_gain=0.000211575 0.0010797 0.00106506 0.00101928 0.00132118 0.000932755 0.000936857 0.00112537 0.00226794 0.00100735 0.000927926 0.00170507 0.0014087 0.00302736 0.00141036 0.00140537 0.00259588 0.0013024 0.00350608 0.00329226 0.00177443 0.00123304 0.00123214 0.00108613 0.00231357 0.00101949 0.00314424 0.00218139 0.00224 0.00188728
threshold=240.32447338110003 172.75554276225003 244.99684607285005 16.515385879350003 22.664946999500003 14.034967180100002 15.711526640050002 104.02719889955002 13.809011005350003 99.983757871350008 19.214955067100004 14.194363735100003 94.047642319350018 92.313586825200005 13.051052998800001 216.12004062900004 12.751028791950002 86.302194445500007 20.394952307700002 90.259604813550013 199.01194954300004 202.39226090690002 23.974509389900003 24.861556163250004 17.886193876600004 188.54236693505001 186.52991945525002 184.59783591905003 12.868666868750003 39.283112803100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 -1 7 8 9 -7 12 17 13 14 -9 16 -14 -12 -19 20 25 23 -13 24 -18 26 27 28 -20 -27
right_child=2 -3 3 -5 -6 6 -8 10 -10 -11 11 22 15 -15 -16 -17 21 18 19 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.062988120089115376 -0.041431472085109701 0.059919876765528603 -0.00011041996029612918 -0.026193554984946112 0.05051140664526646 -0.038859614630250339 0.041750099286332887 -0.083435406264012316 -0.10003572027488405 0.083182290811776041 0.0533110217074311 -0.004895165065909847 0.035320155100022746 0.093919005579455039 0.030219186366215123 0.062030009826673442 -0.1000352378420527 -0.074197484879275147 0.012064498891470498 0.086709055242437674 -0.05766140859156136 -0.10005900791442211 -0.079534312959325448 0.031908081732906005 0.030351010124922303 0.0024022675949786341 -0.057035273131009791 0.06189622234245537 -0.084788049714913827 0.059669657250187948
leaf_weight=0.0022249233475145338 0.0068463678764070215 0.0032083029293588075 0.099546865104101351 0.014022600256732298 0.0054373050000555692 0.0012974389480834283 0.0057593370025053039 0.0017884410877840318 0.0031474671313134195 0.0014128040908758521 0.0046404598360822993 0.0041889758613251615 0.0079661370918984176 0.0059782128118968103 0.0028030987276694841 0.0033792118603379597 0.0032765774043248541 0.0060639009839409388 0.011021428109984299 0.0046138042566781215 0.0050460322872822863 0.0025903982724457828 0.0046855933344431833 0.0026406410006529768 0.0023276233977682637 0.022607206327847962 0.0093652833571233884 0.0062963321820319598 0.0030484442113731811 0.0077197661939862874
leaf_count=157 60 13 1486 195 55 52 69 114 42 14 10 15 31 27 56 22 37 43 83 16 15 23 30 20 15 81 44 31 11 33
internal_value=-0.000106594 0.00258135 -0.00307742 -0.00087094 0.00251137 0.00122761 0.00229652 0.000519997 -0.0422959 0.0247588 0.00257496 -0.00270562 0.016973 0.0470168 -0.0140502 0.00265617 -0.00801522 0.00188463 -0.00126442 0.00507909 -0.000705833 -0.0398757 -0.0443031 -0.020967 -0.0458812 0.0040795 -0.00907913 0.0129732 -0.00892003 0.0169797
internal_weight=0.264951 0.139098 0.125853 0.119007 0.104984 0.13589 0.133665 0.127905 0.00585771 0.00271024 0.122048 0.0892972 0.0327503 0.0105698 0.00459154 0.0221806 0.0188014 0.0804227 0.0757822 0.0697183 0.0651045 0.0108352 0.00887457 0.00824484 0.0056042 0.0600585 0.0297315 0.0203662 0.0140699 0.030327
internal_count=2900 1104 1796 1736 1541 1091 934 865 108 66 757 412 345 197 170 148 126 367 357 314 298 95 45 72 52 283 169 125 94 114
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=7 7 12 6 0 17 6 7 7 7 7 18 7 18 7 5 10 15 13 18 16 0 5 18 15 0 2 2 6 7
split_gain=0.00024802 0.000830825 0.0013305 0.000732885 0.000706175 0.0015255 0.000590932 0.000710826 0.00100983 0.000961707 0.000793636 0.000753406 0.00160449 0.00109363 0.00185776 0.00121071 0.000929909 0.000628215 0.000626708 0.00165397 0.0014753 0.00145598 0.00190598 0.00335373 0.00195006 0.00148162 0.00149171 0.00156605 0.00136989 0.00226774
threshold=20.778835947700006 21.725272673150005 219.23896387120001 18.155424198600006 85.872041144650012 178.84025369870002 16.705390318750002 21.943165609950004 22.087764922150004 22.296968840150004 22.372035319250003 12.949570119650001 22.580174331950005 13.042786209850002 22.765858321950002 20.410615048800004 62.046925192600007 39.283112803100003 109.57886493895002 14.752187928300001 19.214955067100004 93.262612545250008 19.302881570050001 13.934548574650002 31.506101402100004 89.738043936200015 97.066378971950016 119.40000354470001 14.755344756250002 24.005763052250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 7 -3 -9 -10 -11 -12 16 -14 15 -15 -13 -17 19 20 28 22 23 -20 -24 26 -26 -28 29 -16
right_child=1 3 -4 -5 -6 -7 -8 8 9 10 11 12 13 14 18 17 -18 -19 21 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.012300938967536082 -0.10003500299158052 0.057752035811936747 0.03776895145744999 0.056135137420083005 -0.10004052653151874 0.047228347694072088 -0.031797944313898714 -0.070427024017263459 0.044293646108700985 -0.069009167981138736 -0.034735483807659666 0.010187439677508171 0.056019940404015159 0.0018980149868528522 -0.001020423361918726 -0.082644966791556973 0.076945156032042772 -0.02828178970602678 0.020494604537685843 0.0019544492090953812 -0.10004798013316099 0.042026835272182594 0.069140358132411914 -0.094550362034067359 -0.060258776894521617 0.029553649140666945 0.055932783604885211 -0.0038320227525765306 0.020871631226825612 -0.10003217414603327
leaf_weight=0.015170741009483596 0.0014063184469763892 0.0021394766959756941 0.0018728343873819775 0.0023139582483615575 0.002420996563798905 0.0014074063539162296 0.0058523471515137251 0.0020269680092255262 0.0048993955613099152 0.0016780740871200619 0.006062814006014077 0.004121117385101708 0.0033393360480281622 0.0050305864727812353 0.0054431684645917383 0.00503900793474088 0.0042265782852457523 0.0036766665131588994 0.0048989885362971108 0.058724258133718371 0.0027708661073120302 0.010038636083891106 0.004738135980005608 0.0052487390635178599 0.0043063684388471293 0.017167360839778212 0.0047283367639465715 0.060282077683157562 0.0051791125297924187 0.0040228895630607386
leaf_count=396 35 16 48 37 49 12 47 20 39 22 35 26 29 28 62 18 42 26 18 1250 24 38 21 31 13 70 17 322 23 86
internal_value=-0.000106926 -0.000875041 -0.0345652 0.000131261 -0.0604444 -0.0263749 -0.000418687 0.000380491 -0.000158694 0.000472589 -0.000500108 2.47309e-05 0.00101423 -0.000738812 -0.0016804 -0.0371653 0.043988 -0.0597121 0.000920439 -0.00607198 -0.0331359 0.00569928 0.00210178 -0.0390104 0.00667518 0.00325295 -0.00326082 0.000514791 -0.0204761 -0.0430985
internal_weight=0.260234 0.245063 0.00710756 0.237955 0.00523472 0.00281372 0.235641 0.229789 0.227649 0.225623 0.220723 0.219045 0.212982 0.204635 0.201295 0.0137463 0.0083477 0.00871567 0.187549 0.0761403 0.017416 0.111409 0.10137 0.0101477 0.0912223 0.0864841 0.0693168 0.0650104 0.0146452 0.00946606
internal_count=2900 2504 144 2360 96 47 2323 2276 2260 2240 2201 2179 2144 2076 2047 72 68 44 1975 1445 195 530 492 49 443 422 352 339 171 148
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=10 18 17 16 18 17 5 6 16 9 0 14 10 3 10 5 15 7 10 15 10 16 4 5 10 4 10 2 10 17
split_gain=0.000235203 0.000418879 0.000542255 0.000909886 0.00125228 0.000497845 0.0004174 0.000769226 0.0010247 0.000488733 0.000281482 0.00158505 0.000806116 0.00148211 0.000638307 0.00122978 0.000600208 0.000592377 0.000463774 0.00122319 0.000732729 0.00255583 0.00044185 0.00112681 0.00131349 0.000925577 0.000900683 0.00182424 0.00114951 0.000847184
threshold=90.740838818900016 18.645258535250004 220.68978861510001 17.484959112600002 16.751363923150002 218.56744384050003 2.7861270712500006 5.1551204485500008 12.644970430600003 40.406378633400003 102.65877371115 404.29318073705002 78.220689305400015 79.47351079420001 81.524804347700012 13.487843791950002 20.742056627150003 24.005763052250003 77.032390811750005 20.609775022200004 75.403185184700007 15.164964537700001 309.48890441440005 21.377246852200006 70.77903720030001 301.91036987065007 72.953999827850012 101.14502893930002 71.787208999250012 203.08534335880003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 9 -8 12 17 13 -9 16 -16 -14 -12 20 -20 22 -22 25 24 -24 26 28 -28 -15 -25
right_child=-2 -3 3 4 -6 -7 7 10 -10 -11 11 -13 14 18 15 -17 -18 -19 19 -21 21 -23 23 29 -26 -27 27 -29 -30 -31
leaf_value=0.036483094177467444 -0.034767981714617494 0.044347175131777689 -0.10001307278784972 -0.071792926762466777 0.061493422273875643 0.049131199224298608 -0.048123582168761794 -0.10002169549906011 -0.10000986037123039 0.044328144086471712 0.0047077153632203578 0.062203073580071183 0.058499574362116093 0.0001686658002972369 -0.10002742352608213 0.049769388467665897 0.002477192757960284 -0.079127656307603655 0.034145934084924161 -0.10003113921088634 -0.029529816008140697 0.069835144397096011 -0.066127865480331102 -0.011622208082590723 0.022806810849006844 0.045619149270689954 0.0073731736687477241 -0.10002943422034374 0.056351110315808278 0.036581586974223784
leaf_weight=0.0030909941759275908 0.0019446025250961499 0.0021257636024003537 0.0014477569876809584 0.0013561104380102051 0.0014679417528444816 0.0020770445912035021 0.0010804089351346127 0.0014869559591659245 0.0017980709867420064 0.0012146258711709379 0.0011873012985006417 0.0016144835053921724 0.005720276474903585 0.16575754592432479 0.0010335249886495044 0.0011667452242042076 0.0028728495546630484 0.0029050888154735777 0.0012191246382000634 0.0015347123050730715 0.0045980217668932788 0.0059233284615061166 0.0062804570407033328 0.013638811636195028 0.0022576442621939918 0.0045621478489024083 0.0038812496122320175 0.0026688859204551107 0.0037235841808072037 0.0049762621684146238
leaf_count=39 329 39 47 23 20 18 62 39 182 22 14 25 46 1166 15 36 29 110 7 33 26 42 87 209 38 24 23 65 39 46
internal_value=-0.000121909 0.000142643 -0.000229447 -0.0355552 -0.00251071 0.000378378 -3.29324e-05 -0.000497226 -0.0434819 0.000805636 0.000238899 -0.0217032 0.000775632 -0.000518996 0.0274647 -0.0205941 0.0397702 -0.054805 0.000150423 -0.0406309 0.000664952 0.0264108 -0.000638952 -0.0125325 -0.0426118 0.00114931 -3.20562e-06 -0.0363886 0.00140302 0.00126384
internal_weight=0.256612 0.254668 0.252542 0.00427181 0.00282405 0.24827 0.246193 0.243102 0.00409311 0.00229503 0.239009 0.00570687 0.233302 0.222509 0.0107934 0.00220027 0.00859313 0.00409239 0.221022 0.00275384 0.218268 0.0105214 0.207747 0.0271532 0.0085381 0.180593 0.176031 0.00655014 0.169481 0.0186151
internal_count=2900 2571 2532 90 43 2442 2424 2385 266 84 2119 149 1970 1844 126 51 75 124 1805 40 1765 68 1697 380 125 1317 1293 88 1205 255
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=7 7 10 3 0 18 7 7 7 3 15 16 5 2 19 4 18 8 0 16 6 0 5 17 6 6 2 5 16 7
split_gain=0.000221954 0.000721443 0.00118904 0.000672552 0.00140652 0.000639372 0.000659423 0.000969545 0.00068306 0.000484388 0.000579082 0.00089927 0.000616638 0.000501847 0.00057657 0.000764507 0.000468948 0.000510957 0.00132788 0.000511095 0.00114234 0.00112674 0.00100449 0.00116991 0.00119175 0.00112014 0.00119672 0.000879387 0.000770383 0.000796521
threshold=20.778835947700006 21.725272673150005 72.953999827850012 93.491131486350014 85.807518149550006 12.752103815600002 21.943165609950004 22.124753953150002 22.169188248350004 108.48197402175002 20.742056627150003 14.614965823850001 22.553892743650003 35.561888367500011 13.251069136700002 292.63970905640002 12.903279561150002 8.8430989333000021 86.950112854950021 22.624947093000003 15.135353635100001 85.737618238150006 24.038949512150001 199.01194954300004 16.395383075500003 16.455384477450004 163.32842070695003 22.382291025900006 22.764946765650006 23.724432465350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -5 -3 -7 -8 -9 10 11 12 -1 -12 15 -15 -10 19 -19 21 -21 -18 23 24 -22 -26 27 -27 29 -24
right_child=1 5 -4 4 -6 6 7 8 16 -11 13 -13 -14 14 -16 -17 17 18 -20 20 22 -23 28 -25 25 26 -28 -29 -30 -31
leaf_value=-0.028617336437379348 -0.10003522501416547 0.049787169236605228 0.048331926350167927 -0.07920033157502443 0.057748903398415312 0.054155228874050214 -0.060891880237060228 0.06226150643869649 -0.034533752733529231 -0.053012442755247781 -0.023558428489706407 -0.08104092802921628 0.059787256863999952 -0.048933993611044176 0.058498607783105339 0.061203779837672501 -0.066631660518774047 -0.076270432858888931 0.0052261197625418296 -0.045123197715722568 -0.033604750272368519 -0.00050190857208359113 -0.10002105158996236 0.071809434652312709 0.064863764052583803 0.0062787365194293277 -0.029730430543640659 0.063822212770600698 0.044033985447425185 -0.0087721405299723831
leaf_weight=0.0015513992753231681 0.0020492079278468999 0.0025570230582872269 0.0014022000708533433 0.0019494878855352074 0.0012187887859909097 0.0021868950923637767 0.0026729581545090744 0.0017312922833778712 0.0040447757904245587 0.0010764729936228413 0.0014504174541798429 0.0013553148220211142 0.001605554000099596 0.0013915381926534742 0.0055164500410391781 0.0011519974983009718 0.0026162150997576785 0.0031120922009831853 0.005591381685084329 0.0032798153088151516 0.0041275658692256903 0.16970385988357922 0.0015950808168389901 0.0043283509303364545 0.005313389183356775 0.0064281671002390794 0.0048226330309262258 0.0045253894377168535 0.0012740645270241657 0.0023899757620711171
leaf_count=44 57 25 24 58 5 19 29 12 25 127 6 38 33 74 57 17 52 45 38 21 20 1867 59 26 24 27 24 21 11 15
internal_value=-0.000125928 -0.000869028 -0.0334213 -0.0553925 -0.026518 5.85863e-05 -0.000494887 -0.00102009 -0.00030846 0.0116325 0.0165951 -0.0129073 0.0163432 0.0305926 0.0403373 0.000948711 -0.000793898 -0.000171054 -0.0239145 0.000811105 0.0112949 -0.00150591 0.0166114 0.0237789 0.0155348 0.0251522 0.0117774 0.0300524 -0.023655 -0.0452959
internal_weight=0.25402 0.238921 0.00661968 0.00521748 0.00316828 0.232301 0.229744 0.227557 0.224884 0.0150991 0.0140227 0.00451227 0.00315695 0.0095104 0.00805999 0.00254354 0.223153 0.219108 0.00870347 0.210405 0.0380844 0.17232 0.0348046 0.0295455 0.0252171 0.0210896 0.0157762 0.0109536 0.00525912 0.00398506
internal_count=2900 2504 144 120 63 2360 2335 2316 2287 396 269 115 77 154 148 91 2275 2250 83 2167 248 1919 227 142 116 96 72 48 85 74
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=5 3 5 8 17 17 7 7 18 3 5 18 10 16 16 6 7 7 4 6 0 0 15 12 16 13 6 0 16 10
split_gain=0.000210605 0.00186869 0.00112142 0.00233794 0.000815018 0.0008419 0.000803953 0.00155772 0.00221239 0.00137203 0.00116629 0.00174889 0.00141576 0.00229688 0.00296038 0.0038104 0.00182155 0.00182131 0.0017392 0.00164419 0.00153865 0.00277678 0.00181688 0.00121625 0.0012066 0.00124261 0.00163325 0.00255727 0.0012353 0.00116289
threshold=20.950952025950006 87.963661570150023 21.197160116700001 8.3434888241000014 206.02826764000002 204.53341124495003 22.689595575850003 22.892948161350002 13.601370067700001 92.017856430850017 20.361635946650004 14.269756697250001 64.321360770950022 20.674951653000004 20.394952307700002 15.065351999550002 23.425421956250002 23.539316666200005 168.72122291465004 14.515339148550002 92.464140480550014 94.047642319350018 30.276503438400002 94.472960382900013 19.774953757550005 108.84491586935002 14.755344756250002 95.762878606550018 18.474956797500003 75.403185184700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -4 -1 -8 -9 10 12 -12 -10 14 15 16 -14 -18 19 -19 -20 22 -22 -23 25 26 27 -25 29 -29
right_child=1 2 4 -5 -6 -7 7 8 9 -11 11 -13 13 -15 -16 -17 17 18 20 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.02137513396785869 -0.076736286781989099 0.015335732113043805 0.0021487402821165438 -0.079414164323578618 0.050782118951063528 -0.05378496380756842 -0.049624399658235993 0.065713748194679039 0.066917621613987149 -0.10004670942157404 -0.009363751827863186 0.093671538778120886 -0.095446063383658977 -0.069730144133727856 0.082119189024959405 -0.086546962135262459 0.085186702170857803 -0.0058722929168323404 -0.10004700297672589 -0.10005759629626697 0.099537765940029846 0.078940037925233936 0.012634985545254083 -0.10002826962384757 0.10001920115499044 -0.058996779087695794 0.087493999440648895 -0.043987368196323567 0.05089136919563278 0.0020780806650631698
leaf_weight=0.019385924219932876 0.0033648226024709646 0.0051824707346384002 0.092502416497646137 0.0052346080028655706 0.0033394481793038713 0.0027716270466089368 0.0061427588367846111 0.0052124786072109677 0.0028644565563809002 0.0013802640456699313 0.0033675102660026815 0.003225051054194239 0.0019290040841086755 0.005101909483983035 0.0041134251309813399 0.0053401698396271504 0.0026021333545749306 0.0044326834160557374 0.0013668693908357446 0.0031854119089231858 0.0049082956825117208 0.0018486172387306423 0.0047186039882944897 0.0026751900465225012 0.0011055758805014184 0.0040288045447809387 0.0019897759574121201 0.0064174239014969095 0.0044059294705220955 0.037519586918060233
leaf_count=224 85 18 905 23 36 11 31 25 16 15 15 27 35 31 20 33 16 46 11 26 23 19 17 76 2 42 9 91 23 949
internal_value=-0.00011765 -0.0033378 -0.00107263 -0.0322763 0.00222359 0.000521567 0.00248115 -0.000574165 0.00207491 -0.000981628 0.000294532 0.0410406 -0.00237688 -0.00440874 -0.000809295 -0.00466489 0.000594868 0.0028763 0.000151425 -0.0452547 0.00502442 0.00708739 0.0569426 -0.000913005 -0.00345191 -0.00545755 -0.00138836 -0.0048549 0.000411786 -0.00465022
internal_weight=0.251663 0.112395 0.109031 0.0104171 0.0986135 0.095274 0.139268 0.119882 0.113739 0.108527 0.107146 0.00659256 0.100554 0.0976894 0.0925875 0.0884741 0.0831339 0.0812049 0.0786028 0.0076181 0.0709847 0.0696178 0.0096269 0.0599909 0.0581423 0.0570367 0.0530079 0.0510181 0.0483429 0.043937
internal_count=2900 1078 993 41 952 916 1822 1598 1567 1542 1527 42 1485 1469 1438 1418 1385 1350 1334 72 1262 1251 40 1211 1192 1190 1148 1139 1063 1040
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=9 9 10 19 10 17 9 13 2 5 15 10 6 6 17 2 15 2 18 2 16 9 7 15 6 15 4 15 15 13
split_gain=0.000211384 0.000556444 0.000665436 0.00147868 0.00143443 0.000821798 0.000996909 0.0013465 0.000779785 0.000631053 0.00117984 0.00101032 0.000935341 0.00083224 0.000624244 0.000490271 0.000460879 0.000349168 0.000815784 0.000631399 0.000553034 0.00151025 0.00072407 0.000600888 0.000990799 0.0006115 0.000914301 0.000445467 0.00133652 0.00104852
threshold=207.37918994975004 208.21354399485003 66.697957758300021 13.851117550450002 65.966697146800016 212.33270692945004 212.89864875025003 115.63864956495001 195.12355368615002 18.613387752550004 23.969938375100003 76.919475570250015 13.135306904350001 14.925348728400001 199.88268747760003 110.52061241095002 20.310401204950004 325.75432260090003 13.954623666350001 308.2991537635001 11.934972090850001 41.133939724950004 28.359442781600002 17.183237161800005 5.0951190466500007 15.105253432850002 249.88694723220001 28.452330424200003 28.321365561200004 109.57886493895002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 -2 4 9 5 6 14 -8 -9 10 11 -4 16 -11 -3 -12 -13 19 -19 20 21 22 -1 25 -25 -22 -27 28 -26 -29
right_child=1 2 3 -5 -6 -7 7 8 -10 13 15 12 -14 -15 -16 -17 -18 18 -20 -21 23 -23 -24 24 27 26 -28 29 -30 -31
leaf_value=-0.025908038593152827 -0.048150170258227772 0.073873729511292591 -0.097703332281860483 -0.080543986426745748 0.094294200753494692 0.060974451738835068 -0.10003555996707794 0.029436899607954248 -0.042911051924710425 -0.095125292808273698 -0.019954634898879279 -0.0085534084758592619 0.022767157483576481 0.0088459100097502529 -0.013080558168510021 0.051106642581628774 -0.10003747368124563 -0.10003098230647917 -0.0029682009276089417 0.044898791772993343 -0.023993554375821319 -0.10001106395140498 0.076505243883015578 -0.069970925557043373 0.0063991721613574611 -0.01674072247623061 0.076010082464293555 -0.032414921086475722 0.090237354790915103 0.0011301757098601294
leaf_weight=0.0017972700363376422 0.003018112897308369 0.0019060903510745861 0.0014034085538696672 0.0029633031722564587 0.0018756151248453543 0.0019414620451243545 0.0019871098478327909 0.0031292894113672531 0.0028435059054459089 0.0015995901692469469 0.0012030020397268979 0.001036835653340562 0.004339266094307348 0.0014842389707667714 0.001456454856437972 0.0050320025770123067 0.0011744285588335401 0.0011239112085082706 0.0037719817826302737 0.0033394787099660919 0.0015233330217387922 0.0019630258847446753 0.0011208921035960051 0.0019549875097026872 0.04679499619094285 0.0015165323812968978 0.0035523132537109703 0.01004925756380004 0.0019820182133116751 0.12803338751369575
leaf_count=102 33 27 29 39 16 16 23 27 29 55 25 105 40 17 19 79 37 45 122 73 31 208 101 168 587 28 37 131 5 646
internal_value=-0.000115477 -0.00693428 -0.0034179 -0.0152809 0.0124386 0.000863655 -0.00944355 -0.0287293 -0.00500624 -0.00408441 0.00482651 -0.0207042 -0.00420769 -0.0450842 0.0362103 0.0373958 -0.0571417 0.00114001 -0.0252501 0.00177452 0.0010555 -0.0321917 0.0134298 0.001886 0.000849846 0.0315637 0.0482603 0.0015908 0.00980588 -0.00131114
internal_weight=0.246917 0.0383937 0.0353756 0.0202361 0.0151395 0.0132639 0.0113225 0.00795991 0.0059728 0.0172728 0.0141889 0.00795394 0.00655053 0.00308383 0.00336255 0.006235 0.00221126 0.208523 0.00489589 0.203627 0.200288 0.00488119 0.00291816 0.195407 0.188815 0.00659218 0.00506885 0.18686 0.048777 0.138083
internal_count=2900 616 583 426 157 141 125 79 56 387 315 211 182 72 46 104 142 2284 167 2117 2044 411 203 1633 1537 96 65 1369 592 777
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=7 7 6 14 13 10 7 6 17 6 13 16 0 2 6 12 9 6 18 5 16 7 19 10 13 2 10 0 6 0
split_gain=0.00021084 0.000668705 0.000698744 0.000541794 0.000754464 0.000517952 0.000447743 0.000454783 0.000570908 0.000382298 0.000372463 0.000349886 0.000604419 0.000710977 0.000476465 0.000859447 0.000574667 0.000636086 0.000622389 0.000539459 0.00117133 0.00133778 0.00057242 0.000565544 0.000832337 0.00232832 0.00182534 0.000571242 0.000500351 0.00118131
threshold=26.752366550650006 27.198839780950003 11.125259939900001 316.51983546505011 81.98184222990001 78.962703749400006 26.452067539250002 13.665319288000001 193.01551328760004 8.0101871567500016 81.048947258600009 11.934972090850001 105.70748523110002 224.18737221905002 6.9451622726000011 167.86002060340005 54.761416764300009 10.855253631250003 13.601370067700001 13.999568943650003 14.524966034300002 21.061418062900003 12.250988447150002 76.763544998700013 104.02719889955002 172.13023932170003 75.465019721650009 98.327667663000014 14.685343120700002 96.055920542800024
decision_type=2 2 2 2 2 2 2 2 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 9 10 -6 11 8 -8 -3 -5 -1 14 -14 15 -13 18 -18 -16 22 21 -21 -19 24 25 -22 28 -25 29 -26
right_child=1 3 -4 4 5 -7 7 -9 -10 -11 -12 12 13 -15 16 -17 17 19 -20 20 23 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-0.027395483457061238 -0.1000352743562464 -0.0055313010659279287 -0.0099169913196816926 -0.015977042781714964 -0.0064151890264545711 -0.10000920178923914 0.04919002500009137 0.075895622000119858 -0.041369023639872521 0.058477443684904366 0.062010547242625613 0.00016490816275714347 -0.0068237401742762133 0.082897899266872355 -0.0053932689813398745 -0.10001289653184871 -0.052941900387512911 0.052749062149948726 0.065777876593011098 0.029920743580456616 -0.10003727809711921 -0.10002752619645253 -0.014602976380762989 0.081379994849488713 -0.038170186363182777 0.04751286394512854 0.084024114692507049 -0.00010287679631222967 0.0015321188836823155 0.0061991330851107716
leaf_weight=0.0045846673187447109 0.0015480863679671062 0.0016664526050408912 0.0019368123980143537 0.0013786749667793474 0.0010353436899546153 0.0013785810493285311 0.0015441269617874056 0.0015451568029476448 0.0012676564035762894 0.0021203016955236853 0.0011018102325124346 0.0024003418703326942 0.0016423021265410389 0.0019108033598058682 0.0022165049143154083 0.0013314286616095128 0.0022731529035021061 0.0038292150533534011 0.0027571566390633961 0.0011810623507496612 0.0027563518955559798 0.002406212494778931 0.0018820822807583681 0.0017189636306511593 0.010951665995035748 0.0017474670055790398 0.0025936782767530522 0.0017225353443564018 0.16483993907541172 0.013273438843974361
leaf_count=244 58 134 30 137 19 110 25 15 26 60 13 71 30 17 25 101 42 36 21 32 35 58 25 12 161 19 11 29 1198 106
internal_value=-0.000114252 -0.012947 -0.04995 0.00190714 -0.020067 -0.0598663 0.000557609 0.0323127 0.00836264 0.0303089 0.0186644 -4.9161e-05 0.000511961 0.0414271 -0.000149196 -0.0355767 0.000462452 -0.000328858 0.0340606 0.000243645 -0.00060832 -0.0572438 0.0305541 0.00040953 -0.000295511 -0.0427883 0.000703034 0.0405963 -0.000440002 -0.0138593
internal_weight=0.244542 0.0121661 0.0034849 0.00868116 0.00489441 0.00241392 0.232376 0.00435694 0.00281178 0.00378675 0.00248049 0.228019 0.223434 0.00355311 0.219881 0.00373177 0.216149 0.211176 0.00497366 0.208903 0.203191 0.00358727 0.0057113 0.199604 0.196163 0.00450382 0.191659 0.0034415 0.189065 0.0242251
internal_count=2900 561 88 473 279 129 2339 66 51 194 150 2273 2029 47 1982 172 1810 1764 46 1722 1661 90 61 1571 1530 54 1476 41 1465 267
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=5 5 3 7 0 0 0 16 15 17 5 9 7 7 10 10 17 10 5 17 17 7 13 13 0 6 17 5 18 17
split_gain=0.000197157 0.00169616 0.00134023 0.000661073 0.0013626 0.00143389 0.00124798 0.00121664 0.00117657 0.00108748 0.00105342 0.00101885 0.00143978 0.00249212 0.0019686 0.00227725 0.00133806 0.00129396 0.00208024 0.00135773 0.0012711 0.00121171 0.000978885 0.0025292 0.00178466 0.0012672 0.000889692 0.000873724 0.0016718 0.000784608
threshold=20.950952025950006 21.005083245250002 87.963661570150023 24.373474566200006 93.679323555450011 93.972365491700018 94.776214472700005 18.764956119400004 29.334060236450004 201.96296776225003 18.725555412050003 200.80358209610003 23.824098587650003 23.699538637550003 71.225321249950014 75.551050381850018 192.49174628505003 62.116825104000007 20.165068834500001 199.55131508320002 191.55545126530004 23.699538637550003 113.96105169155001 111.42314721645 86.135510041400025 7.305170684150001 200.83528241485001 18.310380701750002 14.752187928300001 182.28951942140003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 9 -6 8 10 -7 -5 27 12 13 16 -14 -16 20 -18 19 -19 22 -13 23 25 -24 29 -23 28 -8 -1
right_child=1 2 -4 4 5 6 7 -9 -10 -11 -12 21 14 -15 15 -17 17 18 -20 -21 -22 26 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0059988405171834784 -0.10005065189442196 -0.07000413905263056 0.00015806420521367466 -0.090232681796966835 0.069823570286274436 0.018857476038303015 -0.10004173034869349 0.043654229666722805 -0.10003222566449062 -0.0060108277432749033 -0.10002766352529946 0.072329971852285235 0.067090228727453211 -0.087565526342729003 -0.10004942480578605 0.04335046446051069 -0.093340405940942936 -0.0067237645590693066 0.062596457509056722 -0.083351596884159843 0.092587924219072179 0.036680943939816656 -0.01214965204529353 -0.08987919285217523 0.078527140400700468 0.032062702431250506 -0.035380261608468327 0.072595195080694966 -0.0011230698294082142 -0.10002546997739098
leaf_weight=0.001459940921828968 0.0017798138870830224 0.0027939990181515403 0.10642579828105114 0.0031858129132160675 0.002788133492700239 0.001260262069166628 0.0017862985675378687 0.0057591521815538718 0.0024517544724353968 0.0029552784235615803 0.001141922704634978 0.0051434060774142587 0.0072395357315144793 0.0033476385560504687 0.0019091907329880087 0.0026370074028783108 0.0021167219128983552 0.0076047894796165139 0.0031166190383373768 0.0033225217066545909 0.0020112907646705471 0.0044321518565340057 0.0040525031827201019 0.0028834642507717953 0.0046737886423215969 0.0093118402895155938 0.0027929806016686598 0.0014872370464615861 0.039253683767329545 0.0013373433523215517
leaf_count=30 11 82 985 16 22 15 20 37 44 34 32 21 26 27 27 43 8 58 14 33 8 33 23 7 18 110 21 17 1014 64
internal_value=-0.000111489 -0.00321479 -0.00163679 0.00250877 -0.00498916 -7.95111e-05 -0.00374714 0.000452468 -0.0596681 -0.0497026 -0.00524505 0.00921543 0.00357221 -0.00453821 0.0347033 -0.0168708 0.00209679 -0.0204544 -0.00946893 -0.030023 0.0162608 0.0352331 0.00978847 -0.00571023 0.0364167 0.0143324 0.00882463 -0.00269998 -0.00542858 -0.0446899
internal_weight=0.242462 0.111 0.10922 0.131462 0.0620695 0.0559284 0.0531403 0.0494283 0.00371202 0.00614109 0.0436691 0.0693927 0.0570242 0.0452385 0.0117857 0.0045462 0.0418908 0.0161607 0.0140439 0.0109273 0.0257302 0.0123685 0.0237189 0.0149926 0.00872629 0.0121091 0.00722513 0.0425272 0.04104 0.00279728
internal_count=2900 1078 1067 1822 1251 1201 1179 1120 59 50 1083 571 496 400 96 70 373 113 105 91 260 75 252 211 41 204 54 1051 1034 94
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=17 7 7 12 3 10 6 0 8 10 13 18 13 7 6 16 14 18 18 4 17 7 10 16 10 3 2 5 10 18
split_gain=0.000245764 0.000254056 0.000696864 0.000958985 0.000658258 0.0013983 0.000639116 0.000612832 0.000569538 0.000760856 0.000403756 0.000995263 0.000469482 0.000539952 0.000394962 0.0004825 0.000393224 0.00118289 0.00124794 0.000726137 0.000732374 0.00153008 0.00119873 0.00115947 0.00115174 0.00111485 0.000707268 0.000848381 0.00135495 0.000667222
threshold=159.06578391905001 20.778835947700006 21.725272673150005 219.23896387120001 93.716961969300016 61.614083433650009 18.155424198600006 75.309089150100007 8.8430989333000021 64.321360770950022 104.94396312205002 14.163996107200001 106.00321562545001 19.617375644250004 16.665389384150004 19.304954856600002 315.57679249195007 13.622618370000001 13.713893333650001 317.66566527840007 203.08534335880003 26.920108561550006 74.986474174450009 22.594947163200004 76.220476456350013 73.962171626800014 234.61110956795002 20.361635946650004 79.215418813700012 17.383654746850002
decision_type=2 2 2 2 2 2 2 2 2 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 8 14 16 -10 11 -9 -12 -14 15 -2 -4 -18 -19 -20 22 26 23 -21 -24 29 -22 28 -28 -26
right_child=1 2 6 -5 5 -7 -8 10 9 -11 12 -13 13 -15 -16 -17 17 18 19 20 21 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.045703134864070426 0.041361950284975767 -0.10003346923433334 0.0025295673956244767 0.03425412965835422 -0.10003001765094606 0.050381711729321488 0.05412326960475855 -0.0551979772994734 -0.058942515662745103 0.0050484228402893584 0.088783589920673062 0.063028099178398009 0.05961199867715905 -0.012875611586946167 -0.061068841734467763 -0.034157705575551305 -0.068801273757382528 0.099774859416279421 -0.077697968009233509 -0.10003298494331461 0.092015317035649191 -0.051276097872633576 0.092048696937218386 -0.014845142549793529 0.044159781974450481 -0.074772840640815116 -0.070817675584786563 0.046048019380172084 0.065635330171776932 -0.033135311894459465
leaf_weight=0.0011771091124131985 0.0016569050642338814 0.0020127101332718658 0.17561791058150222 0.0015236852070609902 0.0012071271333688044 0.0012665682838730596 0.0021782984451839118 0.0015665302006091508 0.003783051148963267 0.0036516092406140288 0.0016888800728338538 0.001305414584553688 0.002230327607747995 0.0019055979292798009 0.0013559343318413093 0.0017286718519713418 0.0030418686570984821 0.0011293765917472767 0.0013975409072486391 0.0027630259962828441 0.0016622725909201117 0.0027984034220449603 0.0013254164769023191 0.0037883906243223464 0.0030328843578004694 0.0019016282977943888 0.0019708627762149433 0.0049765974330293616 0.001153687212886112 0.0017676755539169919
leaf_count=120 34 48 1503 47 23 21 37 49 43 30 9 14 21 56 134 19 57 7 11 66 15 156 13 26 46 71 42 59 14 109
internal_value=-0.000122876 0.000103136 -0.000698228 -0.0342895 -0.0575685 -0.023017 0.00022811 0.013458 -0.000316006 -0.0275127 0.0292261 -0.00145946 0.0443557 0.0262139 -0.0154634 0.0028017 0.000654573 -0.00941227 -0.00332305 -0.00740304 -0.0037834 0.0139133 -0.0190315 -0.0507727 0.00687275 -0.00997154 0.032598 0.0204061 -0.0204347 0.015698
internal_weight=0.238566 0.237389 0.223951 0.00601009 0.00448641 0.0024737 0.217941 0.0134383 0.215762 0.00743466 0.00869675 0.00287194 0.00582481 0.00413593 0.00474151 0.00338558 0.208328 0.0327096 0.0296678 0.0285384 0.0271408 0.0125618 0.014579 0.00655142 0.0080276 0.00670219 0.00976342 0.00810115 0.00312455 0.00480056
internal_count=2900 2780 2444 139 92 44 2305 336 2268 73 149 63 86 77 187 53 2195 692 635 628 617 286 331 92 239 226 130 115 56 155
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=19 16 10 7 10 18 5 17 17 3 2 5 13 19 0 13 18 16 9 16 6 16 10 16 16 18 8 7 8 0
split_gain=0.00021017 0.000406199 0.000583245 0.000693074 0.000492649 0.000596525 0.000434823 0.000752746 0.000991576 0.000693667 0.000573641 0.00049574 0.000419606 0.000690804 0.000362274 0.00150889 0.00068061 0.000333106 0.001471 0.00103156 0.000988774 0.000945282 0.000783538 0.000903432 0.00102723 0.000949102 0.00118265 0.00106522 0.00153363 0.000873436
threshold=9.8507947922000021 8.5099800999500008 87.33187390945001 24.575790737200006 85.371987932400017 16.203680688850003 11.848158554650002 194.76181357870004 196.91396350930003 74.63428615940002 89.221398707850014 13.175707186950001 100.98924121215002 11.450923895500003 102.21786657775002 98.542744313500023 17.140917755100002 14.479966139550003 66.290220196950017 14.694965636800001 11.815276062050001 15.054964794950001 75.403185184700007 17.844958270700005 17.434959229500002 14.643918747750002 8.3434888241000014 23.608704471050004 4.9461400813500012 97.900202820250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -6 7 10 -9 -10 -3 12 13 -8 16 -16 17 18 -13 -19 -20 -21 23 24 25 26 27 28 -23 -24
right_child=1 2 3 -5 5 -7 11 8 9 -11 -12 14 -14 -15 15 -17 -18 19 20 21 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.037153166549446406 0.042560550748155485 -0.0051272150468008662 0.017511002438831313 -0.076257580898134655 0.099395004602619644 -0.0029402355251852614 -0.015046997403348842 0.068288911131036772 0.015784337425083245 -0.088029011119782119 -0.10001341884456794 0.024015873102107135 -0.010965018389494444 0.073763167535713214 0.051203188528600632 -0.10002715773882023 0.051813949237869708 0.058727614486992222 0.006204429299827726 -0.061790156279888979 -0.1000192630732667 -0.0517610756359866 0.058696356462976544 0.00060034108922062297 -0.10003489951245788 -0.064061544758977101 0.10001316070052309 -0.10006085528960132 0.084155275366271418 -0.0029045743789308403
leaf_weight=0.0015225588001269432 0.0022337531979508265 0.0010026992475860022 0.0012520238480817616 0.0021280080519283651 0.0011033599748770931 0.0011774940113333798 0.0012597449463669355 0.0014590705468933152 0.0013186784172578569 0.0012573508772568687 0.0017476150919762401 0.0037357830500646333 0.0018163981576719834 0.0028740865734491194 0.0011375329113327828 0.0015707748655557907 0.0025339574203258044 0.0029923796060131727 0.0013298520496552446 0.002479060959846179 0.0025694073693612093 0.0017369134908820881 0.0047449949007614123 0.17655154980638799 0.0017435993264379767 0.0027116750354485575 0.0011183148599229753 0.0011064913223424178 0.0015903018938843161 0.0044701708995376066
leaf_count=226 63 18 15 210 6 48 16 20 39 73 135 72 20 42 32 33 26 23 26 39 110 93 33 1268 90 41 3 7 6 67
internal_value=-0.000119672 0.00012052 -0.000287191 -0.041524 0.000321094 0.0465643 -0.000143839 -0.0250768 0.00242112 -0.0348866 -0.0654202 0.000624908 0.0290963 0.0466991 -0.000166279 -0.036508 0.000299273 -0.000325658 -0.0208278 0.000452172 -0.0637914 -0.000427422 0.000349606 -0.00105643 -0.0302856 -0.0155689 0.00811552 -0.0150638 0.0132026 0.0288145
internal_weight=0.236276 0.234753 0.232519 0.00338003 0.229139 0.00228085 0.226858 0.00678541 0.0040351 0.00257603 0.00275031 0.220073 0.00595023 0.00413383 0.214123 0.00270831 0.211414 0.20888 0.00763504 0.201245 0.00389926 0.198253 0.195774 0.186559 0.0100073 0.0082637 0.00555202 0.00443371 0.00332722 0.00921517
internal_count=2900 2674 2611 225 2386 54 2332 285 132 112 153 2047 78 58 1969 65 1904 1878 208 1670 136 1647 1608 1508 240 150 109 106 99 100
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=18 18 5 13 19 17 17 17 17 8 4 15 9 8 15 12 8 17 5 16 5 7 12 15 8 17 4 6 0 10
split_gain=0.000191096 0.000377282 0.000345114 0.00101307 0.000352862 0.000507735 0.000452754 0.000373506 0.00172265 0.000927998 0.00148188 0.00122062 0.00112598 0.000896491 0.000817712 0.000631571 0.000742023 0.000750297 0.000525209 0.000412207 0.000690215 0.000872182 0.00132066 0.000687849 0.000612572 0.000610885 0.00045834 0.00217147 0.00174805 0.00176029
threshold=11.257534840550003 11.639306137250001 32.00428233840001 119.04223755815001 14.651182102100002 198.64683373915003 161.95900874150001 182.28951942140003 183.58889821140002 8.4434108459500017 144.53986173305 35.34809845485001 197.89372115420002 8.1436447804000007 18.260101627100003 78.909246879600019 8.8430989333000021 192.70224472390001 19.915533535850003 22.764946765650006 23.721757872050002 24.225158517200004 251.26407571030003 46.422062705750008 8.7431769115000026 199.30127897920002 240.32447338110003 16.525386113000007 86.20003303655001 62.079186690200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 -6 -3 9 18 11 -11 12 13 -8 -14 -10 19 -18 -9 20 24 22 23 -22 26 -24 -17 28 -28 -30
right_child=1 2 -4 -5 5 -7 7 8 15 10 -12 -13 14 -15 -16 16 17 -19 -20 -21 21 -23 25 -25 -26 -27 27 -29 29 -31
leaf_value=0.03332584107726199 -0.050752119153198695 -0.066582099756311297 0.039227013266547123 -0.077596123539674017 0.049920542175204724 -0.0012437716134529782 0.0080571169251454477 -0.028008842643634287 -0.054614929945672824 -0.010821604030127187 0.09252157493326281 -0.095389650430958872 0.01496529932399078 0.07874379037087792 -0.10003236921176098 0.0066236674410667289 -0.080444586493024772 -0.0069991986870647886 -0.088420048342692584 0.042420502096249563 -0.076144023829885346 -0.10003863456080618 -0.0026847952481899914 0.0065048709170936019 0.03640755540262737 0.077533642466407732 -0.062561369300681555 -0.089585207267277492 0.04161643839196838 -0.0035162549120765513
leaf_weight=0.0016960077326902126 0.0014764910744993745 0.0010349204728330999 0.0022166205360557292 0.0016883961400356853 0.003421409334805503 0.0044781906026827301 0.015059345630438259 0.0031658980633550854 0.0021047066170183084 0.0024849343520543235 0.0031419897004463238 0.0012328709054827405 0.0010256664852787969 0.0020368771947687483 0.0015569615924175828 0.083685329672164036 0.0022100788023435838 0.0037527292720609395 0.0026385001950639661 0.0024447788437100817 0.0031058871754838721 0.0013269333644529988 0.0023669051949460132 0.0014900834252550288 0.005193471457459963 0.0015850434664412272 0.0043092338547859035 0.002859516932332439 0.010121359728280765 0.059113801753308229
leaf_count=72 48 121 33 66 20 27 358 44 19 12 37 8 40 7 32 551 19 36 27 14 43 15 54 48 29 16 34 20 38 1012
internal_value=-0.000119257 -0.000363408 -4.11303e-05 -0.000421834 0.000152311 0.0209161 -0.000596501 -0.000283263 -0.00182422 0.0108346 0.0468837 0.00113458 0.00718178 0.0164789 -0.0543621 -0.000147156 0.000477356 -0.0342213 -0.0554699 0.00164233 0.00107316 -0.0246087 -0.0128993 -0.049348 0.00260753 0.0294891 0.00151102 -0.00408888 -0.000764651 0.00308161
internal_weight=0.234025 0.232329 0.230852 0.228636 0.226947 0.0078996 0.219048 0.218013 0.191474 0.0265386 0.00562692 0.0209117 0.0196789 0.0170962 0.00258263 0.18567 0.183565 0.00596281 0.0058044 0.177602 0.175158 0.00987485 0.00854792 0.00459597 0.165283 0.00395195 0.160089 0.0764039 0.0735444 0.0692352
internal_count=2900 2828 2780 2747 2681 47 2634 2513 2019 494 49 445 437 365 72 1948 1929 55 71 1874 1860 176 161 91 1684 70 1655 1104 1084 1050
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=17 17 4 17 2 2 18 2 2 17 9 6 10 10 5 10 17 4 5 5 5 9 9 18 15 13 0 9 6 3
split_gain=0.000173335 0.000494222 0.000644243 0.000315874 0.000297495 0.000283568 0.000374796 0.000370707 0.000375557 0.000449568 0.000758467 0.000715468 0.000992581 0.00048976 0.000286296 0.000761462 0.000943918 0.000587741 0.000560094 0.00071308 0.000425092 0.000631263 0.000844692 0.000596964 0.000469272 0.000434662 0.000416161 0.000306207 0.000765407 0.00153976
threshold=242.64190980425005 220.68978861510001 274.46551068055004 218.56744384050003 207.83068032845003 357.36576196840008 14.269756697250001 339.55821382900007 323.30468295165002 208.12573104970002 200.94207221650004 15.955372794750003 70.96454081135002 73.865387134100004 29.040033326300005 60.474177186300004 162.59969366065002 327.25961048935005 30.690160697650004 32.00428233840001 25.763052016400003 220.28141982375004 215.80505313260002 14.682853263650001 30.621577586100006 101.34142922725002 86.420486603250012 204.17620834730005 14.925348728400001 91.512426302350022
decision_type=2 2 2 2 2 2 2 2 2 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 -2 7 -7 8 9 14 -11 12 -12 -14 15 16 -1 18 -16 -20 21 22 27 -23 25 -24 -22 -17 -29 -30
right_child=4 2 -4 -5 -6 6 -8 -9 -10 10 11 -13 13 -15 17 20 -18 -19 19 -21 26 23 24 -25 -26 -27 -28 28 29 -31
leaf_value=0.028182910805227668 0.065716301763208945 -0.10001562081284293 -0.0093358737912911192 0.042324665169360731 -0.0088877357861449277 -0.077636083866000224 0.0069094814738764792 0.043575217602058 -0.046070542088100824 -0.086549548044036806 -0.082311093004230229 0.05497325624194116 0.06839582674120924 -0.023755422332385236 0.045210195525810896 0.0020757968650106135 -0.08879001530239003 0.089631260137309432 -0.082321879705588019 0.019705880406562126 0.0059488400271230481 -0.1000342635954658 0.059200136589688923 -0.0076763161524369562 0.081069694579704199 -0.031367285337046948 0.089996918536698486 -0.026071422025787157 0.034262313116012515 -0.029149350413932282
leaf_weight=0.0010455825853334542 0.0010634157142765934 0.0011177277322889081 0.0026199923189116348 0.0017669837613976105 0.0010746776763959076 0.0010829539886398889 0.0010165123880989668 0.0019551485404934723 0.0017675737741780209 0.0015423296385694832 0.001866766657997232 0.0013861314328611485 0.001000049955152349 0.0013625276059894276 0.0022689143721272833 0.16289242282637861 0.0020277571921565977 0.0010702718497910269 0.0011469990355680304 0.0017007486919375925 0.0013330092537337237 0.0011907848056580397 0.001049169571201102 0.0016974681943024983 0.0019901919192502615 0.0010707166249728228 0.0010556816814641934 0.013883312031196388 0.0086663765716821217 0.0068606826624217918
leaf_count=36 15 35 97 22 40 30 48 57 64 75 16 18 19 47 59 1499 119 15 27 39 62 8 19 49 19 23 9 215 57 62
internal_value=-0.00012321 -0.000387318 -0.0364527 0.000209953 0.0282178 -0.000122365 -0.0367011 0.000223826 -0.000161657 0.000210394 -0.0244365 -0.00737669 -0.0278114 0.0152511 0.00104669 0.000406326 -0.0489946 0.0222403 0.00814392 -0.0213883 0.0011591 0.000656493 0.00133896 -0.0457542 0.0461961 0.0134562 0.0430939 0.000380231 -0.00901084 0.00624366
internal_weight=0.231573 0.229435 0.00373772 0.225697 0.00213809 0.22393 0.00209947 0.221831 0.219875 0.218108 0.00715781 0.00561548 0.00422934 0.00236258 0.21095 0.204763 0.00307334 0.00618693 0.00511666 0.00284775 0.20169 0.199301 0.196413 0.00288825 0.00411008 0.00211989 0.00238869 0.192303 0.0294104 0.0155271
internal_count=2900 2845 132 2713 55 2691 78 2613 2556 2492 175 100 82 66 2317 2177 155 140 125 66 2022 1951 1894 57 61 42 71 1833 334 119
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=13 5 13 6 5 10 10 2 5 10 5 17 16 5 18 13 19 10 4 9 10 9 0 9 9 6 8 6 10 8
split_gain=0.000165513 0.00130142 0.00141741 0.00135257 0.00107468 0.0015628 0.00151228 0.00129713 0.00100703 0.000924785 0.00123217 0.00120798 0.00185314 0.000864111 0.00101334 0.000856856 0.00129844 0.000964805 0.00129905 0.00172579 0.00164998 0.00198804 0.00111623 0.000783183 0.000735677 0.000711318 0.00106467 0.00102442 0.000892066 0.000838772
threshold=117.38883580790001 20.206488238950005 117.47217800995001 16.425383776450001 21.042547594650003 62.106071271500007 62.041548276350007 147.87428232835001 21.269675393700002 61.987779113750001 22.732890661650003 196.91396350930003 22.604947139800004 23.953129400350004 13.316069313700003 115.25151159420001 14.551174033150001 62.837331883000012 256.93265194685006 202.37225149245003 62.305017173150013 193.06224578400005 86.692020874450009 201.44620319810005 209.92140100750004 16.435384010100005 9.4426310644000022 16.180378051950004 64.434276012450013 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=15 -2 3 -3 -4 6 8 -8 -6 10 -10 12 -11 14 -12 16 25 18 20 22 21 -17 -20 -9 -19 27 28 29 -27 -1
right_child=1 2 4 -5 5 -7 7 23 9 11 13 -13 -14 -15 -16 17 -18 24 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00023471252410579946 0.056015153590308508 -0.079984640075613692 -0.035103259343051398 -0.0058798456440489382 0.071071708087964341 0.068893580250249789 -0.00053025615368909877 -0.10004969942063793 -0.035604022361749511 -0.057708630097261182 0.0043669274314370966 0.077864430025703618 0.037711661990272635 -0.013108607937500422 0.068191787766955891 -0.062357585175687374 -0.081855882181093687 0.071079947807609067 0.0092321943642692077 -0.022348158406193849 -0.10010058538808218 0.089381798896869508 0.10001364342152924 -0.023481967679066101 0.010710138297678333 0.009802058042365093 0.048454533479873108 0.037661953200735204 -0.1000492029228153 -0.059874952599656583
leaf_weight=0.10826408787673981 0.0034900893524252288 0.0047850451007436234 0.0082612305508611428 0.0050755984772719032 0.002367302524362457 0.0034315415584296105 0.0058693863122272214 0.003204909989298752 0.0093790973461409556 0.0029440073697799551 0.0067667598259646411 0.0033757382719556981 0.0065938831399771913 0.0099503356923778645 0.0039336583682914039 0.0018131303049644396 0.0019766068448205934 0.0049755267491491395 0.0022943591925144724 0.0041358900581940361 0.0022497548834508052 0.0016484326370118652 0.0033061707381421002 0.00229072957266796 0.0033966018313549284 0.0010712660867517451 0.001062528609512059 0.0072842494178644293 0.0023851449534195712 0.0023722962477350498
leaf_count=1852 19 27 42 21 11 19 29 38 50 22 37 22 50 176 24 44 14 26 38 25 5 6 12 21 27 116 34 40 17 36
internal_value=-0.000117963 -0.00373131 -0.00639681 -0.0418405 -0.00128486 0.00336318 -0.000604474 -0.0332206 0.00757644 0.0040762 -0.005547 0.0264543 0.00825881 0.00810421 0.02783 0.001874 -0.00145266 0.0192498 0.00443368 0.0266437 -0.0334291 0.0099023 0.0628234 -0.0681342 0.0465877 -0.000154673 -0.0390903 0.00133742 -0.0660023 -0.00105418
internal_weight=0.229955 0.0817193 0.0782292 0.00986064 0.0683686 0.0601073 0.0566758 0.011365 0.0453108 0.0429435 0.0300299 0.0129136 0.00953789 0.0206508 0.0107004 0.148236 0.124416 0.0238199 0.0154477 0.00973642 0.00571132 0.00346156 0.00560053 0.00549564 0.00837213 0.12244 0.00451894 0.117921 0.00345641 0.110636
internal_count=2900 608 589 48 541 499 480 88 392 381 287 94 72 237 61 2292 2109 183 130 75 55 50 50 59 53 2095 167 1928 133 1888
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=19 3 18 12 12 5 0 5 8 16 16 16 0 18 19 13 7 4 6 3 13 6 6 16 13 15 5 4 18 18
split_gain=0.000178944 0.00060469 0.00104779 0.000335447 0.000629965 0.00029431 0.000942395 0.000879308 0.00116776 0.000801661 0.00138468 0.00341069 0.00283244 0.00198048 0.00121975 0.00177546 0.00107303 0.0010089 0.00149041 0.00089442 0.00170473 0.00123634 0.00179674 0.00116529 0.000890111 0.00171891 0.00113862 0.00101361 0.000775499 0.000747468
threshold=14.651182102100002 92.913112988300014 13.434779691800001 72.692757749350008 78.909246879600019 20.717225865800003 91.625341543800019 21.197160116700001 8.3434888241000014 22.604947139800004 20.674951653000004 20.394952307700002 92.031298721500022 13.849588037450003 14.151141757350002 109.57886493895002 23.856905110850004 168.72122291465004 14.515339148550002 85.678472159250006 108.84491586935002 14.755344756250002 14.415336812050002 18.714956236300004 104.27722550570002 28.321365561200004 17.450855014100004 173.95266242615003 14.339258036900002 13.934548574650002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 8 -7 10 11 12 -6 -12 15 17 -17 18 -14 20 21 22 23 24 27 -26 -27 -19 29 -9
right_child=1 2 -4 4 5 6 -8 28 -10 -11 13 -13 14 -15 -16 16 -18 19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.024508913081269554 0.052814131132910828 0.035375125178172435 -0.049493918957117682 -0.050415015962044674 -0.076755506076130797 0.0003979425950115965 -0.058999637397736851 0.0022921214798304352 -0.058101056426407852 0.034665524886494284 0.0026346630378099511 0.086614761534667517 0.0041796344332635073 -0.081897702370012773 -0.098988874442922481 0.007923961151877509 0.064401894093314094 0.080043452853774205 -0.10004750345155639 0.059898001094914437 -0.064965876241295392 0.084280967888048799 -0.10002330884106653 0.061048528296367199 -0.10002245855986863 0.076023582846709847 -0.046330722303513143 0.0028485891754047917 0.052483142072347916 -0.030700116108521493
leaf_weight=0.0051666833800965142 0.0027399947211961262 0.0031262077113751729 0.0027207240216569062 0.0025776451807146819 0.0045376549099387367 0.0074785015106044739 0.0030860410034209964 0.073007356703262527 0.0062761017252341844 0.0074070307782676528 0.006727046533342218 0.0048162516554839377 0.0031258194815295673 0.0047135433723362041 0.0011251729207231156 0.0061466996266972274 0.0074307238101027906 0.0017746913246305942 0.0024452171321556193 0.0026327506455339203 0.0037450178760565214 0.0018879377088012452 0.0016740471693026384 0.0034889138645439735 0.0024062440959129452 0.001478101398145526 0.0015667591656898239 0.040940403565341482 0.0028261137780525294 0.0075800009451012498
leaf_count=34 13 27 21 23 73 36 93 795 34 37 26 27 35 35 9 19 21 12 24 42 50 15 39 35 46 11 32 1145 39 52
internal_value=-0.000110253 0.0140494 -0.00411657 -0.00066782 -0.00127881 -0.000676614 -0.00459621 -0.00286837 -0.0262946 0.00289344 0.000601116 0.00471394 0.000148817 -0.0321928 0.00441133 0.00585223 0.0388335 -0.000814857 -0.0415673 0.00287106 0.000324717 0.00475295 0.00193754 0.0052419 0.00119955 -0.0368544 0.0130651 0.00605582 0.000994541 -0.00081111
internal_weight=0.226655 0.00858693 0.00584693 0.218068 0.212902 0.210324 0.100254 0.0971681 0.0137546 0.11007 0.102663 0.0912224 0.0864062 0.0114406 0.0818685 0.0807433 0.0135774 0.0671659 0.00557104 0.0615949 0.0589621 0.0552171 0.0533292 0.0516551 0.0481662 0.0054511 0.00304486 0.0427151 0.0834135 0.0805874
internal_count=2900 61 48 2839 2805 2782 1049 956 70 1733 1696 1635 1608 61 1535 1526 40 1486 59 1427 1385 1335 1320 1281 1246 89 43 1157 886 847
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=3 10 17 13 4 3 5 2 9 19 7 9 6 9 9 16 10 7 4 2 12 6 10 5 4 6 18 16 8 6
split_gain=0.000166688 0.000625398 0.000714882 0.000742222 0.000836803 0.000402625 0.000591185 0.000693196 0.000740573 0.000395352 0.000364799 0.000912797 0.00122347 0.000887347 0.000956873 0.000747289 0.000996144 0.000759136 0.0011169 0.00137231 0.000723144 0.00117965 0.000911228 0.000807098 0.000649008 0.000635673 0.000593502 0.0015392 0.00188456 0.00184717
threshold=93.883646373400012 61.917879202350001 189.27091549140002 117.59047016770002 208.63771838305004 94.92945658615001 29.040033326300005 122.26439358135001 187.70546222865002 14.651182102100002 22.580174331950005 195.51131808980003 16.535386346650004 191.62448690950001 181.61255275325001 22.714946882600003 61.885617704800005 22.747724408400003 194.78797560380002 124.26884624490002 134.55367207730004 13.855323727400002 67.649671936450019 20.950952025950006 144.53986173305 7.305170684150001 13.713893333650001 22.554947256700004 8.543332867800002 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=9 5 3 4 -3 -2 7 8 -7 10 11 12 13 14 20 16 -12 18 -18 -20 24 22 -22 25 -1 -24 27 28 -19 -29
right_child=1 2 -4 -5 -6 6 -8 -9 -10 -11 15 -13 -14 -15 -16 -17 17 26 19 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0073479964462891817 0.026614152509335371 -0.10001661882858599 -0.069394989848443056 0.047239554169212924 0.012325619011204457 0.043216994055832465 0.013065771585299178 -0.085330910054560921 -0.052161707387291228 0.026137909812042656 -0.080877517685667144 0.062597060617401126 -0.066215880187194945 -0.056988534065443991 0.056175366416313134 0.057789724558871935 0.011214671995361821 0.059418922372670283 -0.086113297886586559 -0.0037060181419378878 -0.082129413189757056 0.094280932828880434 -0.0084932826368924793 -0.045856524393711004 -0.10003036183216266 0.065835153191166937 -0.0036835902041277672 0.006954863216460265 -0.012202920847114034 -0.061707962157348618
leaf_weight=0.0011110906561953024 0.0049679744674101531 0.001209184938302554 0.0030400693093237223 0.001626112181415125 0.0014679759175173475 0.0015642154984708214 0.0061520974321034351 0.0016901253351728289 0.001697539715394214 0.0059841926058652453 0.0015981529832025379 0.0030682664164487497 0.002206899804150452 0.0016612135368632144 0.0050018638910387372 0.0020951425740349796 0.005336338838539568 0.010643128525926734 0.0043328606768051614 0.0037870125680559141 0.0011531715169592616 0.0015974671344594071 0.0019511475809427248 0.0016486804773618857 0.0011408243112809302 0.0028043057257534088 0.10639742012427118 0.026065556377214749 0.0056104533390524116 0.0046111004576232508
leaf_count=6 38 69 64 18 57 64 149 99 18 32 12 12 10 6 29 16 24 35 18 27 35 15 58 41 36 43 1692 126 23 28
internal_value=-0.000113037 -0.00809553 -0.0322733 -0.00604843 -0.0384157 0.00295138 -0.00763545 -0.0333542 -0.00642166 0.00082243 4.08232e-05 0.0117644 0.00407245 0.0126569 0.0197079 -0.00156459 -0.00230313 -0.00155021 -0.0243238 -0.0476795 0.00371678 0.0162045 -0.000299288 0.0144356 -0.0470501 0.0353384 0.000448423 0.00981627 0.0346963 -0.00336605
internal_weight=0.223222 0.0234153 0.00734334 0.00430327 0.00267716 0.016072 0.011104 0.00495188 0.00326176 0.199806 0.193822 0.0233449 0.0202767 0.0180698 0.0164086 0.170477 0.168382 0.166784 0.0134562 0.00811987 0.0114067 0.00915477 0.00755731 0.00640413 0.00225191 0.00475545 0.153328 0.0469302 0.0162536 0.0306767
internal_count=2900 576 208 144 126 368 330 181 82 2324 2292 291 279 269 263 2001 1985 1973 69 45 234 192 177 142 42 101 1904 212 58 154
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=4 4 17 17 2 15 2 12 14 19 5 7 5 17 7 15 2 16 15 18 6 15 4 6 6 18 19 9 19 10
split_gain=0.00016539 0.000892225 0.00130525 0.000987782 0.000935284 0.00134286 0.00120014 0.0012521 0.000500678 0.00115061 0.00169043 0.00148216 0.00143855 0.00155846 0.0013983 0.000796632 0.000700357 0.000695085 0.00110051 0.00211233 0.00157973 0.00109274 0.00169313 0.000970751 0.00152731 0.00111077 0.000871389 0.00162209 0.00177378 0.0017453
threshold=227.97173202615002 220.3182238473 193.27174326030004 189.90635174060003 122.26439358135001 39.283112803100003 120.54857872840002 141.02784573185002 255.20937898730003 14.551174033150001 22.504913082700003 23.124786352450005 20.717225865800003 187.07782946595003 24.620903395300001 41.211223942950006 150.25462338360003 22.674946976100003 39.940798674500009 13.24392582145 15.710367070250003 36.282341310300005 309.48890441440005 15.065351999550002 14.980350013450002 13.451704604950001 14.251149826300002 205.20707599510004 14.451165964200003 61.971648364950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -6 7 -1 9 10 12 15 13 -2 -15 -12 -16 18 21 -20 -21 23 -23 24 -10 -25 -22 28 29 -28
right_child=8 2 -4 -5 5 -7 -8 -9 17 -11 11 -13 -14 14 16 -17 -18 -19 19 20 26 22 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0023403563478154774 -0.10002261173516094 0.018534515067187448 -0.026529390081766021 0.098103171365940767 -0.080786677375765656 0.017754814154544746 0.063573828576927352 -0.071795144951099635 0.0014169539821094618 -0.083155859056148237 0.052478232108132211 0.096290995398933141 -0.053822158840588497 0.062403567549710465 0.011129674698830647 -0.031667600654026705 -0.067570640624283182 0.031968399791078392 -0.10003347317431868 -0.074038316637542359 0.043780272736627789 0.058014980150638808 -0.031091812308313895 0.0083182551653964969 0.095656722394578647 -0.069844842869268828 0.0023535045283934403 0.056648251028266851 0.015562931188470439 -0.10005598548638295
leaf_weight=0.081489662019192152 0.0013053738162582826 0.0031468745431402767 0.0025840801892300647 0.0030943194556556364 0.0032902058476814147 0.0023856068454932711 0.0031055433839810567 0.0023436847400262186 0.038400266711321407 0.0022342617997708194 0.0018175863722240662 0.0024337707082864313 0.0087407798833325501 0.0038174433941833286 0.002986745360412435 0.0029531066593633248 0.001819649205295093 0.0066982892601901147 0.0028387755858667691 0.0031852584064722194 0.0039623284251319993 0.0080912945566069538 0.0028954864057757499 0.003361827810049108 0.0018003511719004708 0.00395940065097658 0.0027918188044133152 0.003077714977215428 0.0060184155227555082 0.0041199459388495466
leaf_count=749 55 44 30 10 96 13 19 11 1059 16 40 10 29 43 69 30 19 82 60 53 18 39 40 88 8 46 18 28 47 31
internal_value=-0.000111976 0.00285653 0.033238 0.0579838 -3.85236e-05 -0.0393686 0.00252914 0.000267789 -0.00263587 -0.0143045 -0.0083592 0.0327875 -0.0242371 0.00180697 0.0172207 0.000391121 -0.0186654 0.000960477 -0.00149743 -0.0186185 -0.00863738 0.00610916 0.0345315 -0.000461936 0.0056374 -0.0339532 0.0017941 -0.00859847 -0.0241289 -0.0586905
internal_weight=0.22075 0.10144 0.00882527 0.00624119 0.0926147 0.00567581 0.0869389 0.0838333 0.11931 0.0281087 0.0258745 0.00720446 0.01867 0.00992921 0.00862384 0.00477069 0.00480639 0.0912012 0.0845029 0.0259943 0.0231555 0.0585086 0.0109868 0.0475218 0.0402006 0.00732123 0.0199702 0.0160079 0.0129302 0.00691176
internal_count=2900 972 84 54 888 109 779 760 1928 311 295 80 215 186 131 70 88 1617 1535 255 195 1280 79 1201 1067 134 142 124 96 49
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=15 13 7 14 12 18 16 8 2 5 2 7 5 0 6 16 19 5 2 6 16 19 16 5 9 16 15 19 16 17
split_gain=0.000163892 0.000827428 0.000780518 0.000211874 0.000400932 0.000794425 0.000636562 0.000493615 0.000492693 0.00058462 0.000484095 0.0010608 0.000608856 0.000363484 0.000352694 0.000320189 0.000679983 0.000798259 0.000413493 0.00077533 0.00078375 0.000973471 0.000993451 0.000865103 0.0011269 0.000579202 0.000794536 0.000615791 0.0012021 0.00140357
threshold=46.574831689400007 117.61735474900001 23.539316666200005 462.66931228825007 327.98456567570003 13.919698996450002 22.624947093000003 5.5456722124000004 297.58713971970008 19.998562110200005 270.91232589630005 29.051461262900002 23.398433971250004 99.053551358250004 14.185331438000002 12.024971880400001 10.650859343850001 13.487843791950002 203.55719022600002 16.515385879350003 22.644947046300004 14.251149826300002 22.554947256700004 19.731257453750004 69.316127036200015 13.894967507500002 17.183237161800005 11.950964240300001 14.994964935250001 199.55131508320002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 10 -10 15 12 -12 -5 -9 16 17 -1 25 20 21 22 23 -20 -25 26 -17 -27 29 -29
right_child=1 2 -4 13 5 6 -8 14 9 -11 11 -13 -14 -15 -16 18 -18 -19 19 -21 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.044130896405614413 -0.082152407866166746 -0.053677010469396297 0.047424822488524115 0.07507429670974454 -0.091478634318156712 0.015159302703832998 0.058651676368736617 -0.10001195056841553 -0.009211021505152182 0.077826143909974999 -0.079155848998434836 0.060915715527485592 0.0041165768635381544 -0.0082360373254370227 -0.017281409498827446 0.0068579144460654473 -0.080195186879686756 0.055388484059613274 0.032758501578663057 -0.040757299067971778 0.074266343127194281 -0.016037895310536752 0.097082888620702634 0.033663955752964166 -0.10001752184391011 0.032056324834141128 -0.10001885103262576 -0.10003028680517614 0.00076610238422838962 0.017524401037503096
leaf_weight=0.0017756862149865263 0.0014255244037735806 0.0012271554395132389 0.0020214406132481599 0.0010109672412775264 0.0013953868385556114 0.0016152748274288475 0.0011628988027041487 0.0010311812066694515 0.0013638844501615557 0.0017774810997455148 0.0028037965074561568 0.0010203955187453317 0.0012783691820317244 0.0010865796137871087 0.0010300486295378164 0.0014199265903904737 0.0015083547816776115 0.0014759041616623954 0.0089059796778734324 0.0023924039652375431 0.0023128753955461425 0.0074505533462740905 0.0018512220249249376 0.001253579477634049 0.0012688557900412123 0.0059602301273266036 0.0013635355665954085 0.0025508187063924817 0.15283631465730518 0.0016876550426303538
leaf_count=235 76 38 18 24 40 76 15 44 44 19 85 32 15 57 19 38 169 38 128 42 20 48 6 11 38 71 100 48 1282 24
internal_value=-0.000114687 -0.0186375 0.00923366 0.000292565 -2.25756e-05 -0.0250027 -0.00583517 -0.0262327 0.000739922 0.0400373 0.000126111 -0.0302821 -0.0530783 0.0319175 -0.0586694 0.000917687 -0.0247014 0.00104117 0.0015553 0.0134273 0.019053 0.0128928 0.0291244 0.0181162 -0.0335816 -0.000265798 -0.0454978 0.000506439 -0.000690726 -0.0532229
internal_weight=0.217264 0.00467412 0.0032486 0.21259 0.210493 0.00623479 0.0048394 0.0036765 0.204258 0.00314137 0.201116 0.00510256 0.00408217 0.00209755 0.00206123 0.196014 0.00475995 0.00325159 0.191254 0.0254355 0.0230431 0.0207302 0.0132796 0.0114284 0.00252244 0.165818 0.00278346 0.163035 0.157075 0.00423847
internal_count=2900 132 56 2768 2687 194 154 139 2493 63 2430 132 100 81 63 2298 442 273 1856 293 251 231 183 177 49 1563 138 1425 1354 72
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=4 14 5 12 6 16 8 6 5 18 5 2 4 14 12 0 13 6 16 6 6 6 8 8 10 0 17 3 5 10
split_gain=0.000162063 0.000831862 0.000834859 0.000810214 0.000654029 0.000899975 0.000759387 0.000624475 0.000576894 0.000655156 0.000563725 0.00137228 0.00105314 0.00138494 0.0010482 0.000954831 0.00140418 0.00146761 0.000986147 0.00173797 0.00121213 0.0010595 0.00104915 0.00126774 0.000718401 0.00115557 0.00106565 0.000905526 0.000691618 0.000581097
threshold=240.32447338110003 244.99684607285005 22.204885925350002 172.75554276225003 16.515385879350003 22.664946999500003 8.4434108459500017 16.575387281250006 22.598762435600005 13.5308213324 22.782602051550004 177.29625860080003 250.44545574145002 255.20937898730003 327.98456567570003 86.20003303655001 117.54207792135001 16.415383542800004 19.774953757550005 14.135330269750002 13.665319288000001 14.925348728400001 8.3434888241000014 8.543332867800002 78.285212300550015 95.897301513100004 207.79550897605 84.331554635900019 22.204885925350002 78.494912034700022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 10 -7 8 -6 -10 12 -12 28 -14 -13 -15 17 18 19 20 24 -21 -20 -24 25 27 -27 -17 -3 -26
right_child=1 4 -4 -5 7 6 -8 -9 9 -11 11 14 13 15 -16 16 -18 -19 22 21 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.0011537912002179138 -0.069963466046112102 0.0083049938650835084 0.0080236963095066654 0.055541305021149769 -0.10004012202161612 0.0052060902586064757 0.08778163153170214 -0.0025665741791561936 -0.064187442940765879 0.024287334993687973 -0.10006637288890111 0.0042772476336644522 -0.05933309672100423 -0.063747359700065717 -0.069702481738993224 0.084126353433389284 0.056045049624135528 -0.10003909736738917 0.054199088222055825 -0.10001969224681412 0.051184822936513621 6.1564252394594776e-05 -0.034485998371290211 0.04900840856382313 0.055672404994916151 -0.10001894952897393 0.001525376624323312 -0.033673136768071377 0.10001739270290209 -0.000190211384128612
leaf_weight=0.10924039171415632 0.0035498582879895926 0.0014915434744662273 0.0022381141562846096 0.0028095029594368262 0.0015679143659408385 0.002256829915131763 0.0021986477660780324 0.0063684431428710246 0.0019817490060547961 0.0014488707211057772 0.0017594669199616489 0.012850054837572393 0.0035745475079083091 0.0019629045899767208 0.0022506696291040929 0.0012232888037360104 0.0053272687274272803 0.0013695173330461321 0.0071165964139936477 0.0028017166184442352 0.0046753403741943691 0.0016993619109513247 0.0043347970446916406 0.0031327227660540302 0.0021021080844718645 0.0027940011523988062 0.0016401768621658874 0.0013986403007826831 0.0018324699049117044 0.01631014186502433
leaf_count=1091 41 39 19 13 15 28 27 127 40 13 18 148 38 26 48 12 19 10 36 88 46 12 25 24 23 100 37 89 4 644
internal_value=-0.000116222 -0.00297418 -0.0398071 0.00251749 -0.000786963 0.00218934 0.0459547 -0.0233319 -0.0497883 -0.0268214 -0.000198924 -0.0164872 0.00403994 0.00107496 -0.00674897 0.00480508 0.00721116 0.00206967 0.00491027 -0.00427267 0.00438223 -0.0622345 0.0267245 0.000541003 -0.00420953 -0.0313398 -0.0624583 0.0212875 0.0588644 0.00618757
internal_weight=0.215308 0.103258 0.00578797 0.11205 0.0974698 0.0861028 0.00445548 0.011367 0.00499853 0.00343062 0.0816473 0.0168602 0.0647871 0.0614631 0.0151007 0.0578886 0.0559257 0.0505984 0.0492289 0.0346448 0.0301437 0.00450108 0.0145841 0.00746752 0.0254684 0.00705611 0.00443418 0.00262193 0.00332401 0.0184122
internal_count=2900 1796 60 1104 1736 1541 55 195 68 53 1486 214 1272 1229 196 1191 1165 1146 1136 1051 951 100 85 49 905 238 137 101 43 667
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=7 7 12 0 10 6 3 9 15 8 0 3 2 17 8 5 17 15 8 8 12 10 5 13 19 4 4 14 8 15
split_gain=0.000179951 0.000562449 0.00081272 0.000518581 0.0011171 0.00050413 0.000408282 0.000444458 0.000429712 0.000376954 0.000689017 0.000454075 0.000404084 0.00115705 0.000709956 0.000654173 0.000519084 0.00104811 0.00131574 0.00126866 0.000893174 0.000875754 0.000828687 0.00139424 0.000689824 0.000505574 0.000650329 0.00118058 0.000462981 0.00189668
threshold=20.778835947700006 21.725272673150005 219.23896387120001 85.872041144650012 61.614083433650009 18.155424198600006 103.44111502715002 71.82068887245002 21.850732508700002 8.8430989333000021 87.181320254150009 93.394346993650018 59.615984903700003 181.49225329600003 8.7431769115000026 21.964328598750004 183.58889821140002 35.645792850250011 8.4434108459500017 8.2435668022500028 189.43538326625003 84.600400448950026 18.310380701750002 101.34142922725002 10.750867412800002 158.04546874885003 161.23541642690003 162.85769004780002 8.4434108459500017 38.842471172100005
decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 -1 12 11 -11 13 -3 16 -16 17 18 19 20 22 -22 23 24 -14 -18 -27 -28 -29 -30
right_child=1 5 -4 -5 -6 -7 7 -9 -10 10 -12 -13 14 -15 15 -17 25 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0031421855808516871 -0.1000266730816428 0.023544651523849339 0.031847116069768117 -0.10002645464018255 0.046532845385838045 0.051940549691815656 0.0059774253179030621 -0.064071498462496407 0.044897127115595459 -0.10003895999411333 0.0033555057311478232 -0.018998203307284661 -0.017832414980991019 -0.062760330117314814 0.067084522279347678 -8.240055751942365e-05 0.034886412819269907 -0.074769477079365099 0.083446011747755316 -0.095417708834938289 -0.075167677065528557 0.021694221802036093 0.087601672269379621 -0.073420852725155097 0.08639760407317057 -0.036533913182779688 0.078862432258993392 0.0045304299137618464 -0.029719811737967086 0.012129323639222714
leaf_weight=0.0031003998771405748 0.0010135636163742167 0.0027870153602727312 0.0013823452935382147 0.0016389183496015036 0.0010681648723354573 0.0018513201571828111 0.0037043605740434415 0.0011989619218192417 0.0046617417402938788 0.0014699126704726942 0.0038745504198924863 0.0013053842920993652 0.0010575394399961954 0.0035094198166021329 0.0030899118396519034 0.0027322466634203124 0.0044811495008616467 0.00264073814858238 0.0014696132071776455 0.0017504980915532551 0.0025118045232250807 0.0014854177237305644 0.0014552636418239118 0.001603269799467899 0.0015890963322391372 0.0045257485398906274 0.0019690787839863324 0.10424690819571458 0.020637463521047113 0.022788366035076616
leaf_count=81 23 17 48 49 24 37 80 158 77 14 31 28 114 38 24 21 26 19 12 21 63 82 14 15 15 21 8 1426 153 161
internal_value=-0.000120253 -0.000852508 -0.0336254 -0.0579506 -0.0248249 5.87275e-06 0.011439 -0.011151 0.025709 -0.000492353 -0.0238874 -0.0619208 0.00034258 -0.0245588 0.00121347 0.0355642 6.54717e-05 -0.0173626 -0.00563134 -0.0170616 -0.00292462 -0.0391726 0.0224719 0.000169933 0.0447495 0.00177514 0.000812702 0.00194221 0.000916549 -0.00775884
internal_weight=0.2126 0.199935 0.00510299 0.00372065 0.00208173 0.194832 0.0126655 0.00490332 0.00776214 0.19298 0.00664985 0.0027753 0.186331 0.00629644 0.180034 0.00582216 0.174212 0.0155632 0.0129225 0.0114529 0.00970239 0.00399722 0.00570517 0.00424991 0.00264664 0.158649 0.154168 0.149642 0.147673 0.0434258
internal_count=2900 2504 144 96 47 2360 396 238 158 2323 73 42 2250 55 2195 45 2150 355 336 324 303 145 158 144 129 1795 1769 1748 1740 314
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=13 5 13 6 5 10 13 2 15 13 19 9 9 9 0 0 4 9 0 17 17 16 19 5 6 8 6 8 13 16
split_gain=0.000183914 0.00108604 0.00106965 0.00108326 0.000841233 0.001239 0.00116721 0.00111794 0.000783753 0.000745281 0.00110262 0.000764226 0.0012681 0.00125851 0.000849891 0.000651661 0.00104914 0.000812013 0.00109557 0.000969507 0.000932326 0.00152262 0.00228938 0.000768339 0.000606947 0.000842965 0.000804384 0.000679455 0.00100312 0.00319359
threshold=117.38883580790001 20.206488238950005 117.47217800995001 16.425383776450001 21.042547594650003 62.106071271500007 117.55283175385001 147.87428232835001 38.97275740620001 115.25151159420001 14.551174033150001 202.37225149245003 188.99238851175002 205.07255049940002 88.576630023850015 86.458125017100016 286.60355170225006 186.67271206880002 85.509099297050014 193.11174173740002 190.74753769255003 22.614947116400003 14.351157895250003 24.225659292200003 16.435384010100005 9.0429429770000009 16.180378051950004 8.6432548896500023 113.85351336640001 19.974953289850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 -3 -4 6 7 -6 -9 10 24 12 -11 -13 -15 17 -17 18 -8 20 21 -19 -23 -21 26 -26 27 28 29 -1
right_child=1 2 4 -5 5 -7 15 8 -10 11 -12 13 -14 14 -16 16 -18 19 -20 23 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029171762668875629 0.052909347911953557 -0.076285991893224103 -0.033124331731390531 -0.0057060522139971434 -0.0011553378578954569 0.065726033484035037 -0.014884995867828875 -0.0052328102105314508 -0.093965980686721046 -0.0098178002830264909 -0.081109701422134611 -0.053115015112257594 0.065027135561674207 -0.010101626144849057 0.055787011241192709 0.065225555478741856 -0.0058893677313217839 0.0558779115630526 0.067050935058196801 0.046533097210447932 -0.067449336522432499 -0.074565903918611551 0.010461810988382825 -0.022750515522898931 -0.078874059831863519 0.013329457290876043 0.035195979405941373 -0.057042878593710537 0.033240524114821812 -0.066032135999484085
leaf_weight=0.084788869699338118 0.0031958624405703509 0.0041723405802471733 0.0076670874162143637 0.0045414732004278591 0.0055904305323508617 0.0029109027898307901 0.002901340729997647 0.0014249184096115641 0.0033024557958981869 0.0034477562099519965 0.001696666347839936 0.003075507366787634 0.0065919794602329329 0.0039716637147648726 0.0038606397665716941 0.0043351493204681901 0.0039781735590622702 0.002914401799394283 0.0037296885489193077 0.0047993189973123398 0.003358653678677547 0.0053268307514299437 0.0078085395536660052 0.0024015942334822959 0.0022400419300108018 0.0017790355705529226 0.0066565115591288295 0.0020948221741843289 0.0085611218617032137 0.0072957072513304402
leaf_count=1770 19 27 42 21 29 19 86 9 50 79 14 14 29 28 33 16 27 18 22 33 33 46 73 38 126 41 40 36 33 49
internal_value=-0.000119735 -0.00411884 -0.00667991 -0.0395011 -0.00210025 0.00224173 -0.00132085 -0.0314247 -0.0672202 0.00206584 -0.00109134 0.0194154 0.0393246 0.00109075 0.0223757 0.00615395 0.0311949 -0.000108736 0.0312007 -0.00791102 -0.0195377 -0.00951152 -0.0240198 0.0234261 0.00010571 -0.0380604 0.00150787 -0.000674764 0.000498473 -0.00254556
internal_weight=0.210419 0.0743592 0.0711633 0.00871381 0.0624495 0.0547824 0.0518715 0.0103178 0.00472737 0.13606 0.115113 0.0209475 0.0100397 0.0109078 0.0078323 0.0415537 0.00831332 0.0332404 0.00663103 0.0266093 0.0194084 0.0160498 0.0131354 0.00720091 0.113416 0.00401908 0.109397 0.102741 0.100646 0.0920846
internal_count=2900 608 589 48 541 499 480 88 59 2292 2109 183 108 75 61 392 43 349 108 241 170 137 119 71 2095 167 1928 1888 1852 1819
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=5 3 5 7 7 18 18 18 16 13 0 8 7 13 18 5 6 5 13 13 0 13 13 5 0 13 5 13 13 19
split_gain=0.000179241 0.00117401 0.000780921 0.000583008 0.00123134 0.00146032 0.000921577 0.000872034 0.00134435 0.00271686 0.00203851 0.00161218 0.00159866 0.00235504 0.00107574 0.00100338 0.00124935 0.000829189 0.00112533 0.00205013 0.00138009 0.00115304 0.000994549 0.000830605 0.00084527 0.000786314 0.000663556 0.000606554 0.00113966 0.000651134
threshold=20.950952025950006 87.963661570150023 21.197160116700001 22.689595575850003 22.892948161350002 13.601370067700001 13.668531103750002 13.832542267500001 20.674951653000004 112.82921081865001 92.031298721500022 8.543332867800002 23.425421956250002 109.57886493895002 14.752187928300001 16.579584939650001 14.755344756250002 18.895511665650005 106.97106055245001 104.27722550570002 96.055920542800024 104.02719889955002 109.34496908160001 16.222050829800004 97.835679825150024 108.74544291850002 14.624842172000003 98.238948544700023 97.021077011650007 12.250988447150002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 10 -9 -10 -12 14 15 -14 -17 18 19 21 22 23 -20 24 -16 -19 27 28 -26 -29
right_child=1 2 -4 4 5 6 7 8 11 -11 12 -13 13 -15 17 16 -18 25 20 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.020172085168521158 -0.071153411635295358 -0.030598285755119366 0.0014195471643813021 -0.048736899780409709 0.061555439930565128 -0.079099358177813398 0.046702794554076936 -0.10003474305160048 -0.079936125784596052 0.089818683113486494 -0.087636575668709416 0.019570318901728532 0.03036516888132559 0.047933520080069271 0.074788204888000601 -0.085962751118401085 -0.011094887669829356 -0.10003224771537174 -0.039516733635611895 -0.10001452610311959 0.08835519225196227 0.053837786071956543 0.060829667508590729 -0.061281798405485102 0.0010304819407650123 0.0088676679225239644 -0.035757161816209797 0.048310818779508553 -0.10002060233862352 -0.0045187313505446443
leaf_weight=0.016119627539367798 0.002485850635151692 0.0083837768502519339 0.083364980448284332 0.004991696888520635 0.0039739212037239726 0.0014638485536124781 0.0039685093888692782 0.0020412922915271628 0.0044141691121453155 0.0034098826481567803 0.001962884152749921 0.0025797978905046648 0.0020883732785250695 0.010310255353942921 0.0015220642549778054 0.0042418323645350142 0.004697024302959818 0.0014823142992632645 0.0023846971334506853 0.0019880086118950748 0.0033999330207734602 0.0041538046779123752 0.0016860028754308587 0.0022155071469001078 0.011455323636299003 0.001199645719136555 0.0047429661079584897 0.0052119291970029735 0.0012365494511108474 0.0042236302786591295
leaf_count=224 85 41 952 31 25 5 20 29 38 20 31 25 30 33 40 81 28 29 38 59 23 29 11 40 663 27 84 44 37 78
internal_value=-0.000121853 -0.00334342 -0.00150616 0.00256079 -0.000364502 0.00225852 -0.000416779 0.000912985 -0.00128571 0.00259211 -0.00152494 -0.0432321 0.00133944 0.00389878 -0.00393848 -0.0320424 -0.0466226 0.00266904 0.00594353 -0.00124898 0.0413252 0.00439937 0.00204475 -0.00230991 0.00229176 -0.0513211 -0.00181478 0.0054607 -0.00881477 0.0246628
internal_weight=0.2074 0.0942346 0.0917488 0.113165 0.0970459 0.0920542 0.0880802 0.0866164 0.0826479 0.0756539 0.072244 0.00699397 0.0702027 0.0682399 0.0579296 0.0110272 0.00893886 0.0469024 0.0442204 0.0367498 0.00747063 0.0347618 0.0040707 0.030608 0.0283925 0.00268196 0.0268704 0.0221274 0.0126919 0.00943556
internal_count=2900 1078 993 1822 1598 1567 1542 1537 1517 1454 1434 63 1405 1374 1341 139 109 1202 1146 1074 72 1015 49 986 946 56 906 822 700 122
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=10 18 17 16 10 5 6 17 12 17 15 17 4 15 2 18 14 0 18 10 10 18 7 12 0 16 13 17 5 7
split_gain=0.000189482 0.000317884 0.000433489 0.000729922 0.000632034 0.000247805 0.000416054 0.00033506 0.000507704 0.00066465 0.000421979 0.000282307 0.000669562 0.000719394 0.000402179 0.00062553 0.000342446 0.000774547 0.000631246 0.000420595 0.000819033 0.000503202 0.000598144 0.000964914 0.000947819 0.000477796 0.000666795 0.000576596 0.000422316 0.000404137
threshold=90.988176966900014 18.645258535250004 220.68978861510001 17.484959112600002 77.172190634500012 2.7861270712500006 3.6650856341500009 212.33270692945004 327.98456567570003 213.85098605320005 23.969938375100003 208.12573104970002 339.28228210615003 31.975879077800005 325.75432260090003 13.954623666350001 404.29318073705002 102.65877371115 15.435145470700002 78.220689305400015 77.172190634500012 15.269763541350001 24.918974924200004 243.55407972130004 97.835679825150024 14.034967180100002 96.607054459550014 169.61846646075003 13.697488545350001 25.334697901700004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 11 9 -9 -11 14 13 -13 16 -16 17 19 -19 20 21 29 -23 24 -24 26 -21 -28 -27 -8
right_child=-2 -3 3 4 -6 6 7 8 -10 10 -12 12 -14 -15 15 -17 -18 18 -20 25 -22 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=0.031054031611906386 -0.035187753306310868 0.041126330503095457 -0.10001057761908812 -0.054307591014638029 0.054163332131870724 -0.056964698284971242 -0.0007472847691807373 0.07239511644819667 0.086312580770924019 0.019380785261972497 -0.069132989393855288 -0.0024945285969185486 0.044649993967664559 -0.098462749215207937 -0.10001993514445461 -0.0041363984610044875 0.044751738557903847 0.024765038858410873 -0.063226541682832357 0.048540738359205526 -0.061954162751643997 0.060757873465173896 0.022388871749831632 0.077677175195835224 -0.070884905457173339 0.0089470983346531807 0.011690600747223067 -0.090966797874187724 0.070202024108008951 0.042076408320694154
leaf_weight=0.0025951855718080443 0.0015298829291104368 0.0018745862836748719 0.0011612884413227933 0.0011060132658267108 0.0010444403170097871 0.0012760788541852355 0.15430933331573601 0.0010650044256550464 0.001105503755781001 0.0010946365160022786 0.0010603232177430755 0.001611847656342035 0.0010099581553557613 0.0015155549558913961 0.0010110404746122561 0.0020804865178343235 0.0017619224835421212 0.0010869282199692512 0.0032624227542397133 0.0014701687335474389 0.0020808239589648605 0.002990530703272043 0.002580592731192155 0.0014187803182492686 0.0018854108647730072 0.0019238843729674215 0.0011184635146599675 0.001071083997999267 0.0027122876490466297 0.0022356707167449632
leaf_count=41 319 44 47 23 20 87 1501 17 17 32 24 43 25 19 49 57 35 27 149 27 55 18 31 17 31 35 30 18 15 47
internal_value=-0.000127066 0.00013779 -0.000245156 -0.0361247 -0.00162503 0.000356989 -5.20948e-05 0.0003233 0.0278424 0.00776801 -0.0241714 -0.000306048 -0.0261403 -0.0490012 0.000271713 -0.0354938 0.000879546 0.000450454 -0.0412369 0.00148183 0.00039328 0.00117755 0.0243411 0.00583475 -0.0169885 0.0234606 -0.00355068 -0.0385274 0.0447829 -0.000135706
internal_weight=0.20405 0.20252 0.200646 0.00331174 0.00215045 0.197334 0.194739 0.193463 0.00432547 0.00321996 0.00215496 0.189137 0.00413736 0.0031274 0.185 0.00309153 0.181908 0.180146 0.00434935 0.175797 0.167501 0.16542 0.00887531 0.00588478 0.004466 0.00829589 0.00365972 0.00218955 0.00463617 0.156545
internal_count=2900 2581 2537 90 43 2447 2406 2319 90 73 56 2229 87 62 2142 106 2036 2001 176 1825 1700 1645 97 79 62 125 75 48 50 1548
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=7 7 10 0 15 8 6 18 7 18 10 5 5 17 3 6 3 9 7 19 0 19 7 7 9 17 0 18 7 18
split_gain=0.000171898 0.000530099 0.000742077 0.000479901 0.000692652 0.000467411 0.000593877 0.000355828 0.000611358 0.000837775 0.000372131 0.000391177 0.000525812 0.000448042 0.000323698 0.00107917 0.000886183 0.000984713 0.000830451 0.000945699 0.000727524 0.00150127 0.000704488 0.0013061 0.000823868 0.000620868 0.000566033 0.0005659 0.000727421 0.000488602
threshold=20.778835947700006 21.725272673150005 72.953999827850012 86.420486603250012 33.755638987250002 9.5425530862500008 17.765415086100003 14.163996107200001 20.562096111400006 12.977936149500001 64.071334164850015 29.040033326300005 31.302824910800002 167.56787829315002 93.58791597905001 16.375382608200002 93.733092718100025 186.67271206880002 22.580174331950005 14.351157895250003 89.528344202050008 12.851036860900001 22.477322886550002 22.597569836950004 200.63976601170003 189.90635174060003 85.678472159250006 13.064341268650002 22.660992635700001 13.197799034350002
decision_type=2 2 2 2 2 2 2 2 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 14 8 9 10 11 13 -13 -1 18 -16 25 26 19 20 -3 -22 -19 -24 -25 -17 -18 -20 -29 -30
right_child=1 5 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 17 22 27 -21 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.013249781355104923 0.036316521507265324 -0.034643241382845844 0.041295007063209564 -0.10002271064384734 -0.073843955894912036 0.045643606641663295 -0.056679093826901561 0.061692740923564277 0.07344939084029932 -0.077046904185987183 0.053566242850784929 0.054266466335104263 -0.01582001862860918 -0.066443234792327902 -0.074205931271368805 -0.084493606517098321 0.0056430170839512558 -0.047414580175647494 0.044269902137215857 0.10000780645967478 -0.050630299674106184 0.09333765091769658 0.079270623314427413 -0.039732143188803942 0.025750711896584611 -0.0075855900872153943 0.070367371471891024 -0.048214816204631222 -0.028331525466292497 0.0015331410648134767
leaf_weight=0.0013117496427693569 0.0010029383929766591 0.001907403501263615 0.0010341180373170111 0.0014274178762994083 0.001324610025903894 0.0022150640257705403 0.0018671314298375199 0.0012582538125140994 0.0011864292150829412 0.0013090409974960701 0.0015283248857405063 0.0020834154589959297 0.0022015966333217658 0.0015263545893672292 0.0024038781305033763 0.0020617066528419948 0.0024559242791730726 0.0035377918340039399 0.0028520592269281045 0.0017180352078867145 0.0011090488985707192 0.0020879300060343553 0.0018929157752667356 0.0047310447290966375 0.0032351750224498543 0.0021384085038563816 0.0030036668733828265 0.0031533922054181032 0.0057059806899037993 0.13724480174352843
leaf_count=65 41 13 24 57 22 23 43 22 34 54 33 52 75 61 37 23 28 28 18 9 45 25 13 69 32 26 15 14 28 1871
internal_value=-0.000122015 -0.00086624 -0.0337145 -0.0543721 -0.0263759 -1.73742e-05 -0.000569742 0.0112833 0.00559315 -0.00248946 0.00879176 -0.000814987 0.0182567 -0.0296097 8.29842e-06 -0.0104453 -0.0037976 0.00545499 0.00171683 0.0358332 0.0142333 0.0433944 -0.0091332 0.00460346 -0.0131388 -0.0453374 0.041252 0.000154251 -0.000706918 0.000341072
internal_weight=0.202516 0.19011 0.00478908 0.00375497 0.00232755 0.185321 0.183106 0.0124052 0.0111469 0.00996048 0.00865144 0.00712312 0.00428501 0.0028381 0.181239 0.0254605 0.0230566 0.0188565 0.155779 0.00682242 0.00510438 0.00319698 0.0133969 0.00985914 0.00796622 0.00420012 0.00545959 0.148956 0.146104 0.142951
internal_count=2900 2504 144 120 63 2360 2337 396 374 340 286 253 127 126 2294 271 234 185 2023 92 83 70 142 114 101 49 43 1931 1913 1899
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=19 18 18 17 10 16 8 18 13 19 5 0 18 3 3 18 6 7 16 8 18 17 7 3 7 6 0 15 17 16
split_gain=0.000169551 0.000540767 0.000793698 0.000273788 0.00110986 0.00101632 0.000858889 0.000889854 0.00119386 0.00101799 0.00121056 0.00136473 0.000699143 0.000830801 0.000854868 0.00120529 0.000652097 0.0005941 0.000619929 0.00073746 0.000378252 0.000342024 0.00106071 0.00148654 0.000901661 0.000817234 0.00108803 0.000713562 0.000588109 0.00056571
threshold=14.651182102100002 13.622618370000001 13.373311100250001 201.37020668845003 61.960894532450006 22.644947046300004 1.7486353823000003 14.322090334300002 115.25151159420001 14.451165964200003 20.361635946650004 94.776214472700005 15.435145470700002 82.979260196300018 81.796338618900009 17.108018746400003 13.075305502400001 26.520549809950001 17.294959556900004 7.1444245619500011 14.561733809950001 198.29010168345002 24.373474566200006 89.579424906550017 24.550696209100003 14.905348261050003 96.588235252600015 23.304416445750004 199.55131508320002 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=3 2 -2 21 -5 6 -6 8 -8 10 11 -9 -13 14 15 16 -14 -17 19 -19 -12 -1 23 -23 -24 26 -26 28 -28 -25
right_child=1 -3 -4 4 5 -7 7 9 -10 -11 20 12 13 -15 -16 17 -18 18 -20 -21 -22 22 24 29 25 -27 27 -29 -30 -31
leaf_value=-0.00066189029933718855 0.032048729400678017 0.050686436051293728 -0.048013230827811566 -0.1000427714946671 -0.10000885168309755 0.073107842228225361 -0.085448987601195903 -0.062246697879709906 -0.0021109562779712127 -0.085332567424324476 0.089157808036961037 0.049628728075525763 -0.10001325337602361 -0.075802861454588533 0.059071362919935935 0.074763982607474466 -0.013722965328018893 0.022339219673067665 0.068384589027756862 -0.08273535283392669 0.022643441226549234 0.080041892104523241 -0.090970648323838429 -0.023842465129059767 -0.10001829136439713 0.060145354606641291 -0.07792671484617017 0.068854494868109573 0.025682575539606862 0.030980096237384954
leaf_weight=0.13848639586141009 0.0026747846917771758 0.0026813626023454162 0.0023055325424792272 0.0012813560622362266 0.0010061060953163716 0.0015788142814017183 0.0029813853066834586 0.0031499556934830855 0.0040595497961870564 0.001237015455640921 0.0020697839288175137 0.0034499906070095667 0.0015781052142997964 0.0013337001402664592 0.0025150389524242209 0.0015716100256781829 0.0019677857773410246 0.0015343474350935082 0.0010090805988056673 0.0011829043596085498 0.0014566833801175072 0.0042032059665757376 0.0013100061275963517 0.0034692715744313318 0.0012770144346751916 0.0016729513126847451 0.0010963440900719768 0.0012366424587071378 0.0010950502984528043 0.0041145994338725733
leaf_count=1933 26 19 16 8 137 20 19 54 26 20 15 22 71 28 25 20 39 58 16 90 40 32 14 14 25 15 32 9 29 28
internal_value=-0.000109856 0.0144793 -0.00501426 -0.000689241 -0.00869649 -0.00522141 -0.00907361 -0.0061315 -0.0373993 0.00302025 0.00780984 -0.00203753 0.0097113 -0.00113872 0.00762796 -0.00700169 -0.0521266 0.0232002 0.00145282 -0.023403 0.0616826 0.00108308 0.0134915 0.0323394 -0.0154057 0.000114935 -0.0212298 0.00812057 -0.0261527 0.0059013
internal_weight=0.200586 0.00766168 0.00498032 0.192925 0.0349632 0.0336819 0.032103 0.0310969 0.00704094 0.024056 0.022819 0.0192925 0.0161426 0.0126926 0.0113589 0.00884383 0.00354589 0.00529794 0.00372633 0.00271725 0.00352647 0.157961 0.0194751 0.0117871 0.00768801 0.006378 0.00470505 0.00342804 0.00219139 0.00758387
internal_count=2900 61 42 2839 708 700 680 543 45 498 478 423 369 347 319 294 110 184 164 148 55 2131 198 74 124 110 95 70 61 42
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=10 17 17 16 10 16 18 7 10 5 5 7 17 5 17 15 6 6 8 6 18 10 9 15 13 18 5 7 7 7
split_gain=0.000158803 0.000271855 0.00052045 0.000393044 0.000255805 0.000485153 0.000463936 0.0007481 0.000684449 0.00047118 0.000527982 0.00112158 0.000723508 0.000532663 0.000370044 0.0003868 0.000349066 0.000294404 0.00101679 0.0009485 0.000671441 0.000660515 0.000575789 0.000514237 0.000945942 0.000368022 0.00120328 0.00109621 0.000915173 0.000760428
threshold=90.988176966900014 242.64190980425005 220.68978861510001 17.654958715000003 89.619751778500017 9.4649778668000017 17.267778657600005 26.709562027450005 80.468240302450013 5.2595069053500012 11.848158554650002 22.708075280250004 193.73902333365001 13.175707186950001 212.33270692945004 33.755638987250002 11.765274893750002 13.665319288000001 7.7439566930000003 13.775321858200002 15.946034773700001 74.292851976800009 212.62588569420004 18.260101627100003 101.09946799550001 13.954623666350001 19.221712148250003 23.903127120600004 23.699538637550003 24.176224535650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 9 -9 -7 11 12 -11 -12 17 -16 -8 18 21 -19 22 -15 -20 -23 -25 26 -21 28 -27 -29
right_child=-2 -3 3 -5 -6 6 16 8 -10 10 13 -13 -14 14 15 -17 -18 19 20 25 -22 23 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.051368809948755569 -0.032530805404107015 0.040268143754833875 -0.086466123078625834 -0.010277215153658901 0.039572454375140287 0.05280974980450967 0.0071317820895506565 -0.1000286703234336 -0.0086807310206158447 -0.040868341494799114 0.038942079793936102 -0.10001156268010614 0.069109964647596639 -0.026264677030007857 -0.0060104851269009033 0.066669925161945892 0.089522695727235327 0.055161565583043859 -0.10002052470905674 0.043590351299787992 0.0019801725822467943 0.084120457962922529 -0.01124125324864661 -0.035018923783326134 0.069592575655926733 -0.010325137946503464 0.00040745571614862156 0.025858138368664508 -0.074433006981466085 -0.0075387878221154355
leaf_weight=0.0018159926912661986 0.0014993839123585975 0.0016736621228945472 0.001196573487863061 0.0015596946193570105 0.0016536565721244614 0.0017324103194252807 0.0010418919230623649 0.0014018645034283841 0.0019770171438384665 0.0013572329626053694 0.0036666530755979912 0.0016116511108990039 0.0010695710589310181 0.0033886041331715189 0.0012873191557209998 0.0016981723209710253 0.0010153302226285632 0.0031721059231131212 0.0024799176074730986 0.0069025372161153056 0.0017471796494135106 0.0013348958579797454 0.0010356002609768211 0.0019569989423580125 0.0015482057638465108 0.0050235904867309486 0.099022944422801545 0.0087716104350104018 0.0039997634281689898 0.030608712267629158
leaf_count=82 319 28 63 28 54 38 43 34 66 58 42 142 18 109 33 23 23 31 76 36 34 21 29 36 12 49 959 58 27 329
internal_value=-0.000109918 0.000137152 -0.00020715 -0.043353 0.000411197 7.15522e-05 0.000566201 4.60529e-05 -0.0465801 0.000904999 0.00041007 -0.0353436 0.00760266 0.00122287 0.000427924 0.0353307 0.0477953 -0.000181471 -0.0143589 0.00103295 -0.0486869 0.00759574 -0.073868 0.0313018 0.0111867 -7.96173e-05 0.00322143 -0.00730355 -0.0387421 -9.99248e-05
internal_weight=0.198251 0.196751 0.195078 0.00275627 0.192321 0.190668 0.188852 0.186795 0.00337888 0.183416 0.181683 0.00403846 0.0024268 0.177645 0.173978 0.00298549 0.00205722 0.170993 0.0134914 0.157501 0.0052627 0.0082287 0.00351552 0.0048401 0.0035052 0.154329 0.105925 0.0484037 0.00902335 0.0393803
internal_count=2900 2581 2553 91 2462 2408 2326 2260 100 2160 2122 218 76 1904 1862 56 66 1806 317 1489 139 178 105 69 48 1458 995 463 76 387
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=19 16 10 6 6 6 19 16 7 19 10 16 19 3 19 6 5 15 9 5 7 5 6 8 10 16 3 10 2 16
split_gain=0.000177668 0.000404812 0.00047365 0.000655922 0.000340533 0.000503397 0.000284787 0.000784362 0.00066322 0.000574424 0.000941835 0.000380677 0.000693276 0.000685827 0.00051811 0.00153616 0.000987557 0.00164615 0.000646015 0.000540875 0.00125425 0.000666634 0.0010789 0.00118975 0.000644314 0.00262179 0.00171463 0.00168277 0.00152008 0.00171024
threshold=9.8507947922000021 8.5099800999500008 87.33187390945001 3.6650856341500009 2.7550643716500001 5.1551204485500008 10.550851274900003 13.534968349350001 24.437987282900004 11.850956171350001 80.468240302450013 14.994964935250001 12.250988447150002 81.430708313150021 12.651020723000002 13.135306904350001 16.579584939650001 24.200063469100005 48.745053608200003 16.892865140250006 24.815630185550003 17.671168838450004 14.835346625500001 8.2435668022500028 66.697957758300021 19.974953289850003 89.227236891450005 65.727424373200009 91.18717909130001 18.684956306450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 -6 -7 8 -8 10 -9 12 13 -11 15 -13 -17 -18 -16 20 -20 22 23 -21 26 28 -23 -28 -26 -30
right_child=1 2 3 -5 5 6 7 9 -10 11 -12 14 -14 -15 18 16 17 -19 19 21 -22 24 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.036917667414507339 0.044832654142505771 0.047142638986203154 -0.10001622521137464 -0.003839798873917174 -0.05581375530518734 0.035155405932784593 -0.0147005374617456 0.0051686513701150374 -0.10001510538371131 -0.053323159976646606 0.098494800284108786 -0.065500535932951576 -0.074124090300249384 0.03375009817827828 0.050545707532345135 0.076599756000581304 -0.10002590943271093 0.042211997481157719 -0.070021529089485515 0.045592031839368635 -3.1990029917367727e-05 0.049992283421184953 0.077828570152115514 -0.047036149789100132 -0.046599231545144899 -0.10003073785653525 0.00065153808440397926 -0.084905585985572893 -0.026607610770305642 0.039737725392093741
leaf_weight=0.0013026122045732827 0.0020055598896360207 0.0015393129079370451 0.0011267534228465151 0.0019131092220918688 0.0016069801074941039 0.0023276892860492051 0.0027099879141634078 0.003475659920746387 0.0013727700500516526 0.0014919219566919958 0.0015697338913014391 0.0016443543675492859 0.0019328531021707979 0.0022977191493077642 0.0024368761048663137 0.0039471348130746273 0.0010727449842648203 0.003368842400566896 0.0037153729339820816 0.0029524069518300777 0.0082370483090672408 0.0069585997837808824 0.0028401479903550353 0.0026146956730599413 0.0059537981515134222 0.0032211745086243573 0.10244544800930093 0.0023516339515481368 0.0065821621555454254 0.0094833733456347602
leaf_count=226 63 17 111 114 203 65 110 49 77 34 16 64 55 22 17 29 41 37 50 30 162 58 15 18 50 39 911 12 120 85
internal_value=-0.000108751 0.000136889 -0.00032711 -0.0394885 0.000298948 -8.33577e-05 0.00039555 -4.25688e-05 -0.0433864 0.000937323 0.0342045 -1.88013e-05 -0.025387 -0.000529271 0.000836011 0.022879 0.0402031 0.00785829 -0.000548026 -0.00133928 -0.021788 0.000341638 0.0276744 0.00208744 -0.00133573 -0.0157662 0.00192345 -0.00126835 -0.00343927 0.0125556
internal_weight=0.196498 0.195196 0.19319 0.00303986 0.19015 0.188611 0.187004 0.184676 0.00408276 0.180594 0.00504539 0.175548 0.00572249 0.00378964 0.169826 0.0100331 0.00838872 0.00444159 0.159793 0.157356 0.0119524 0.145403 0.00840725 0.0055671 0.136996 0.0252405 0.111756 0.104797 0.0220193 0.0160655
internal_count=2900 2674 2611 225 2386 2369 2166 2101 187 1914 65 1849 111 56 1738 171 107 78 1567 1550 212 1338 63 48 1275 294 981 923 255 205
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=9 5 10 10 7 15 9 6 15 19 10 5 15 10 7 6 18 8 9 2 3 2 17 17 17 4 4 9 2 9
split_gain=0.000173431 0.000494886 0.00114375 0.0014824 0.000728051 0.00055493 0.000874531 0.000665198 0.00106078 0.00084356 0.000594279 0.000717016 0.000396823 0.000788356 0.000745012 0.000697126 0.000535192 0.000356675 0.000262267 0.000287001 0.000490451 0.000456032 0.000402967 0.00105404 0.000737882 0.000825304 0.00129948 0.00127288 0.000733089 0.00061695
threshold=207.37918994975004 30.133297129900004 62.55235532115001 63.910026677050006 24.292705381350004 34.761639995350009 217.37165979795003 16.635388683200002 29.712811603950005 13.851117550450002 67.171126389250006 18.613387752550004 23.969938375100003 76.919475570250015 26.565321014450003 13.775321858200002 17.383654746850002 8.2435668022500028 206.65653280825003 325.75432260090003 70.523633677900008 311.26728953445007 206.41783130310003 204.75389752000004 201.37020668845003 178.77399478955002 193.80606919430002 203.09362050815002 219.74617996645003 201.78065190905002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 4 -4 -2 7 -7 8 9 12 -10 -12 13 -5 17 -14 -16 -15 19 21 -21 22 23 24 -1 -26 -27 28 -28 -24
right_child=1 -3 3 5 -6 6 -8 -9 10 -11 11 -13 15 14 16 -17 -18 -19 -20 20 -22 -23 29 -25 25 26 27 -29 -30 -31
leaf_value=0.0022239183562934761 -0.100033285543757 0.047195418021040499 0.071001253785367147 -0.097821139033659146 -0.01730981043752294 -0.095305636048464926 0.019283538825308318 -0.071570285916900386 0.089181590795459731 -0.10001926118745813 0.06388344487255157 -0.033343047466708908 0.055490918776431898 -0.0060001337623467859 -0.10002768520928168 -0.029861521737360588 -0.0034128287887546516 0.060598355314578016 0.036394577076478161 0.0210931550216302 -0.057963266315832145 0.048926405570794827 -0.053443892464815471 0.055140961142060921 -0.1000366814115294 0.068056952779182417 -0.089242147391753082 0.048596801025335187 -0.006380235391865551 0.0088325755135105627
leaf_weight=0.13870988620457214 0.0020955815945189601 0.0015771604666952035 0.0025055962339592943 0.0011116133413060503 0.0021610567740140141 0.0017479881791502968 0.0010760005902950565 0.0013424368838270686 0.0016879266022442599 0.0010513893769825708 0.0015135268119115253 0.0015205179413433356 0.0022483132825783514 0.0017013936893093273 0.0010856437792980955 0.0016660216481874102 0.0012150446211299237 0.0015249114896391802 0.0020833537500806179 0.0012562011507344251 0.0020908722781742941 0.0019851163864457169 0.0033556647857402302 0.0036073111681440553 0.0013318790009055892 0.0015184495532594156 0.0030523383304021934 0.0013929884698882233 0.0016420880878804667 0.0030245217322999451
leaf_count=1712 42 13 25 32 25 43 30 34 17 19 27 24 53 26 33 39 111 23 33 52 111 55 145 22 13 7 55 8 30 41
internal_value=-0.000111355 -0.00726725 -0.0104188 -0.00160575 -0.0580353 -0.0104832 -0.0516447 -0.00390441 0.00165944 -0.0146006 0.0416188 0.0151582 -0.00609033 -0.0209806 -0.00552608 0.0191632 -0.0490032 0.0254776 0.00113868 0.000687976 -0.0282923 0.00129566 0.000695845 0.00173426 0.000429431 -0.0274202 -0.0147042 -0.0353482 -0.0602574 -0.0239218
internal_weight=0.193883 0.0288321 0.027255 0.0229983 0.00425664 0.0204927 0.00282399 0.0176687 0.0163263 0.0116043 0.00472197 0.00303404 0.0105529 0.00663861 0.00552699 0.00391433 0.00230069 0.00322631 0.165051 0.162967 0.00334707 0.15962 0.157635 0.151255 0.147648 0.00893774 0.00760586 0.00608741 0.00469443 0.00638019
internal_count=2900 616 603 536 67 511 73 438 404 336 68 51 317 225 193 92 144 49 2284 2251 163 2088 2033 1847 1825 113 100 93 85 186
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=3 7 7 17 0 0 2 12 9 13 7 2 2 4 0 5 4 16 5 6 18 17 18 18 3 0 7 0 18 18
split_gain=0.000152047 0.000353013 0.000502432 0.000455654 0.00045617 0.000454519 0.00038759 0.000405171 0.00109275 0.00088937 0.000793794 0.000516235 0.000421159 0.00115786 0.0004932 0.000833651 0.00206775 0.00105274 0.000784086 0.00087013 0.000624215 0.00207991 0.000815336 0.000674339 0.000571395 0.00106756 0.000562944 0.000555437 0.0011749 0.00156624
threshold=108.42013948475001 19.874819532250005 18.446911739150003 168.75790693355003 92.464140480550014 71.340924949550015 45.36220315740001 92.695913642950003 196.26893085885004 110.46605612195002 23.9444576715 71.847610775600018 74.86597289860002 165.01827963435002 86.345209775600011 22.782602051550004 190.00198300580004 22.624947093000003 23.442459712300003 16.415383542800004 13.278511569200001 188.54236693505001 13.373311100250001 13.400856420150001 93.168516510700016 86.458125017100016 22.689595575850003 86.692020874450009 13.482409244300003 13.5308213324
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -5 8 9 -8 -10 -9 -13 -14 15 16 26 -18 -17 -20 21 -16 -22 -24 25 -25 -15 -27 -29 -30
right_child=-2 3 5 6 -6 -7 7 11 10 -11 -12 12 13 14 20 18 17 -19 19 -21 22 -23 23 24 -26 27 -28 28 29 -31
leaf_value=-0.035032309449073928 -0.030340513779461266 -0.082306753522096598 0.094363686043723041 0.044454137398968113 -0.003822623838937124 0.021505623155944283 -0.10005445691645634 0.034028047247413762 0.039478203709151151 -0.020083745286650401 -0.029480067514570392 -0.030751142059896281 0.076185200589635224 -0.017869624103754509 -0.013514056340178597 0.027545100792984667 -0.10003795847281716 -0.0281316964338954 -0.10002751809416391 -0.0047082663167867548 -0.030756950241703745 0.075145729004407164 0.063073487106377238 0.09420632475793804 -0.055028339784053415 -0.029649297316192549 0.036845253949544396 0.070383230566397156 -0.10006013160405935 0.0032873708230318176
leaf_weight=0.0012383513120273462 0.0016503640207292938 0.0013550975903638398 0.0010584398613691093 0.0019365152823525291 0.0016330103472460555 0.0044821730235291568 0.0021542407617424764 0.0045481412483248098 0.0038908824344479065 0.0039233669490386092 0.0029236200077988883 0.0043710864571835364 0.002007036065151623 0.0036949810269293224 0.0059638994271296042 0.0078550709064906243 0.0039222962192135835 0.0042338093413434308 0.0010539588759833083 0.010484325843989391 0.0077369448553916689 0.0047561855135427322 0.0018301584321980249 0.001261976911337114 0.0017373960699842419 0.0053607969609856801 0.0038290783550110064 0.0025508163151499721 0.0014915840386287007 0.086923432797088571
leaf_count=29 137 80 9 17 141 90 30 29 27 28 38 30 12 24 40 50 38 32 46 222 27 18 7 4 13 28 19 16 8 1611
internal_value=-0.000118496 0.000143728 0.0225533 -0.000684456 -0.0394149 0.0354239 -4.30806e-05 -0.000525809 -0.0176015 -0.0484298 0.0098931 0.000803446 -0.000134749 0.000719318 -0.00025984 -0.0106874 -0.0278331 -0.0627116 0.00317536 -0.0134152 0.00279779 0.0258217 0.000531183 0.00292426 0.00181596 0.00282798 0.00997539 0.00163083 0.00347423 0.00154387
internal_weight=0.191859 0.190209 0.00677896 0.18343 0.00298811 0.00554061 0.180442 0.178505 0.0128921 0.00607761 0.0068145 0.165613 0.161065 0.156694 0.154687 0.0350735 0.0156802 0.00815611 0.0193934 0.0115383 0.119613 0.0107201 0.108893 0.101156 0.099326 0.0975886 0.00752406 0.0963266 0.0909658 0.088415
internal_count=2900 2763 128 2635 221 99 2414 2397 123 58 65 2274 2245 2215 2203 431 113 70 318 268 1772 58 1714 1687 1680 1667 43 1663 1635 1619
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=19 18 9 18 17 13 17 5 13 17 17 3 7 7 5 5 17 9 7 17 15 7 7 13 9 17 16 15 9 16
split_gain=0.000168054 0.000450714 0.000539818 0.000267922 0.000298456 0.000254623 0.00102919 0.000951268 0.000718792 0.00102405 0.000938352 0.00189737 0.00165864 0.00110751 0.00104678 0.0013371 0.000954456 0.000675711 0.00154629 0.000966542 0.000597157 0.000872023 0.00193537 0.000557125 0.000752785 0.000980151 0.000823173 0.000831852 0.00068993 0.000900674
threshold=14.651182102100002 13.622618370000001 196.26893085885004 11.257534840550003 162.59969366065002 117.38883580790001 201.37020668845003 20.206488238950005 117.47217800995001 196.79617445730003 191.06791329340004 93.249170254600017 23.124786352450005 23.074695113900002 21.850554661550003 23.052327720550004 193.63201810280003 195.74493321760002 22.765858321950002 188.16174763880002 42.670190152050004 22.296968840150004 22.087764922150004 115.25151159420001 202.37225149245003 199.88268747760003 22.594947163200004 30.807603489900004 205.07255049940002 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=3 2 -2 -1 -5 23 7 -7 -9 10 11 -10 -12 17 -14 -16 -17 18 19 20 21 22 -13 -6 25 26 27 -25 -26 -30
right_child=1 -3 -4 4 5 6 -8 8 9 -11 12 13 14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.043338554181328259 0.033766289566154316 0.049191509867380537 -0.03392841301378284 -0.047260329454745724 -0.00085200353101098968 0.054984552033543133 -0.061490522479121103 -0.037001136202362013 0.055605738254950333 0.038467139492815335 -0.073791571007066986 -0.079129518091827847 -0.054047816266728499 -0.083584113359405424 0.063939108822305649 0.025288112478991029 -0.067318071070890925 0.024667716797283856 -0.10003358015286573 0.03946386136473104 0.01949416458583356 -0.07032433775536831 0.088964308368801787 -0.00034251469735323417 -0.044714944581365407 0.1000126284703281 -0.034944856606082639 0.082092802971793749 -0.03143672446375232 0.046453610957824319
leaf_weight=0.001370456676618558 0.0021535062433031263 0.0024992405356272229 0.002600433078995934 0.0013865754004235 0.099456939442473039 0.002710724292228405 0.0031559988807048347 0.0064783040423952434 0.0057189161270798606 0.0056574269271025051 0.005014761661447222 0.0013670183894326522 0.0030209286589979456 0.0018220111814803977 0.0032698877675443327 0.0022621046811686085 0.0021908394996827951 0.0064422390037500712 0.0018355325008205395 0.003920816040391629 0.0026615270542589917 0.0034807656920747831 0.0013727997875321307 0.0023537017884338596 0.0026663449646662229 0.0020315949022915447 0.0019037585268989465 0.0025506363376093244 0.0024346466957467783 0.003804325952387444
leaf_count=71 14 19 28 150 1928 15 37 39 23 44 51 50 13 29 12 18 28 52 27 34 33 23 8 50 13 9 11 18 23 30
internal_value=-0.000116352 0.0148113 -0.00326312 -0.000710143 -0.00104371 -0.000686875 -0.00584807 -0.00288306 -0.00565862 -0.00160074 -0.00670845 0.004081 -0.0263049 -0.00878498 -0.00414004 0.0153823 -0.0202739 -0.00232007 -0.0141971 -0.0018909 -0.0201461 -0.0371065 0.00509475 0.00206025 0.0183828 0.0390558 0.0208658 0.0425302 -0.00213784 0.0160583
internal_weight=0.189595 0.00725318 0.00475394 0.182342 0.180971 0.179585 0.0623826 0.0592266 0.0565159 0.0500376 0.0443801 0.0286216 0.0157585 0.0229027 0.0107438 0.00772283 0.00445294 0.0210807 0.0146385 0.0128029 0.00888211 0.00622058 0.00273982 0.117202 0.017745 0.00883969 0.0068081 0.00490434 0.00890532 0.00623897
internal_count=2900 61 42 2839 2768 2618 536 499 484 445 401 279 122 256 71 58 46 227 175 148 114 81 58 2082 154 88 79 68 66 53
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=9 5 10 10 7 16 16 19 5 15 10 7 16 2 16 16 8 16 7 7 9 2 9 15 15 17 9 17 9 9
split_gain=0.00016105 0.0004049 0.000959384 0.00120498 0.000671589 0.000494988 0.000626043 0.00113917 0.00050198 0.000746575 0.000724266 0.000611793 0.000470998 0.000449918 0.000398662 0.000364041 0.00031268 0.00030085 0.000277777 0.00127117 0.000727612 0.000886455 0.000819366 0.000831541 0.000725704 0.000771564 0.00381673 0.00133113 0.00127108 0.00132004
threshold=207.37918994975004 30.133297129900004 62.55235532115001 63.910026677050006 24.292705381350004 21.879948835150003 20.514952027100005 13.851117550450002 18.895511665650005 23.969938375100003 76.919475570250015 26.565321014450003 20.719951547750004 110.52061241095002 13.894967507500002 18.934955721800005 8.2435668022500028 18.684956306450005 23.124786352450005 23.147601011700004 195.97407267990005 68.519383356500015 197.58039077460003 35.194695975650014 43.758818131150008 191.06791329340004 195.29234479735001 190.58288855405002 193.32717468205001 190.58777288605003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 4 -4 -2 6 7 8 9 10 -5 16 -8 -11 -13 -10 -12 -15 24 -20 21 -21 23 -22 25 27 28 -1 29 -27
right_child=1 -3 3 5 -6 -7 12 -9 15 13 11 14 -14 17 -16 -17 -18 -19 19 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0001004533074907019 -0.10002786584312083 0.042480154135832823 0.065588138443906083 -0.097362188591308865 -0.017221092516753699 -0.065399900698524374 0.07324972530676252 -0.10002105744784387 -0.0095903340332742434 -0.026488669777123497 -0.0063161366897262969 -0.0010265186010139219 -0.0049224449233392711 0.028446140325392961 -0.0867944850859729 -0.092455678048127266 0.056793810874184253 0.087345124317103479 0.081013699763488933 -0.071798495272781218 0.0034788749918040272 -0.005068776566254222 0.0043060738901770949 0.06447891706903551 -0.048888763074513175 0.021534337159351723 -0.095032192372822094 0.06256560102750236 0.076188059978629444 -0.063068314827106509
leaf_weight=0.046168701090279526 0.0018257334436442207 0.0015484053947147905 0.002354416142907211 0.0010126360126347933 0.0021129112150077844 0.0014966307173835949 0.0015942000541144799 0.0013961679480480891 0.0010914772065628653 0.0010614602821537034 0.0016895047614653436 0.0010348481053915337 0.001492178120315657 0.0028096771964287726 0.001137809789355515 0.0010308802818173035 0.0014665054432612123 0.0012544149267341709 0.002133506021550601 0.0021468805410773664 0.0040630424952095012 0.027375064089068521 0.050154034015972709 0.004966176144620249 0.0033774204946184208 0.0056241188283248089 0.0047926033681733324 0.0036836902660724027 0.0024118030632962481 0.0027440781095720013
leaf_count=722 42 13 25 32 25 21 22 26 65 30 26 106 20 78 37 14 23 11 12 32 33 755 455 24 106 75 27 17 11 15
internal_value=-0.000109644 -0.00719104 -0.010165 -0.00200116 -0.0556056 -0.0101333 -0.00555636 -0.0140032 -0.00516561 0.00310301 -0.0198371 -0.00510458 0.0354557 0.0314844 -0.0459428 -0.04984 0.0230092 0.0466258 0.00110621 0.0047365 0.00290191 -0.00992146 0.0092985 0.0370296 -0.00368681 -0.00135336 -0.0207835 0.00471612 0.0122261 -0.00620835
internal_weight=0.187051 0.0274099 0.0258615 0.0219228 0.00393864 0.0195684 0.0180718 0.0149854 0.0135892 0.0114669 0.0063413 0.00532867 0.00308638 0.00512555 0.00217266 0.00212236 0.00315601 0.00406409 0.159641 0.0908387 0.0887052 0.0295219 0.0591833 0.00902922 0.0688024 0.065425 0.0155726 0.0498524 0.01078 0.0083682
internal_count=2900 616 603 536 67 511 490 448 422 343 224 192 42 119 143 79 49 89 2284 1311 1299 787 512 57 973 867 128 739 101 90
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=19 5 2 12 8 9 9 8 6 9 15 17 3 16 5 5 16 5 18 14 7 18 18 0 18 18 17 7 15 17
split_gain=0.000163672 0.000399293 0.000264833 0.000683122 0.000292132 0.000600212 0.00110784 0.00052743 0.000517071 0.000495391 0.000350706 0.00114162 0.00110422 0.00114604 0.00247762 0.00149208 0.00105826 0.00071939 0.000685985 0.00106493 0.000577261 0.00119587 0.00090353 0.00288612 0.000759173 0.000732599 0.000886495 0.00267067 0.00139218 0.00190432
threshold=14.651182102100002 22.334016245700003 50.734033752200013 78.909246879600019 8.8430989333000021 208.21354399485003 213.24207352880003 8.7431769115000026 16.475384944750001 224.73355223045004 34.279674133750014 183.74297291365002 86.493074972800017 22.494947397000004 21.495293572000005 21.446355970350002 22.614947116400003 19.731257453750004 13.24392582145 257.53512067470007 22.535351262400003 13.086509421050001 13.24392582145 86.345209775600011 12.993406580100002 13.303774303900001 193.52305340940003 23.302979953550004 44.920183738100008 196.44284117250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 -6 -7 10 -9 -8 16 -12 17 14 -14 18 -5 -13 -15 -20 24 -22 23 -23 -17 -24 27 -27 29 -28
right_child=1 -3 3 4 5 6 9 8 -10 -11 11 12 13 15 -16 20 -18 -19 19 -21 21 22 25 -25 -26 26 28 -29 -30 -31
leaf_value=0.022234308585596513 0.040445627941969486 -0.0076667224351139431 -0.068861818040087994 0.0013331236265441563 -0.071058419430650652 0.083525586125681339 -0.054312640477290744 0.0028021637343952476 0.067122852563770985 0.021634960897432637 -0.065720628753627858 0.0021905459201122584 0.075408632523100386 -0.0062908473322475737 -0.011549878983932118 -0.061622073212316643 0.062326176211235408 -0.090476272966510951 -0.081138515963167623 -0.011908259038561001 0.067165290806011566 -0.088276770702482313 0.053679867730924063 0.059383165447140944 0.019746461668605258 -0.089087321111782067 0.094840573727369121 0.034599625265530023 -0.031813749578384003 0.0071192603592419735
leaf_weight=0.004896070429253995 0.0032577823708876954 0.0036661272818463431 0.0014859074122952889 0.082378830917166579 0.0017757588558817696 0.001134006988050773 0.0025673387888709431 0.0027620870448572523 0.0022827544656038867 0.0012906017357972033 0.0030645816096551556 0.0013097531876766618 0.0057330874373633448 0.0054119064625410837 0.0076465945492856235 0.0029025618268683278 0.0029464153421940855 0.0023246815521790476 0.0051531700373743661 0.0039061404944149558 0.0030658139613803847 0.0036196438405958755 0.0033006321067148283 0.0020868655519734602 0.0018954143275686786 0.0034448394778284928 0.0036017918814081904 0.0035392786650163544 0.0043544949108126089 0.007908733568228854
leaf_count=34 22 39 23 1994 27 23 48 28 16 23 27 18 21 30 35 23 18 80 25 37 38 44 20 10 24 25 16 17 62 53
internal_value=-0.000113225 0.0149707 -0.000700659 -0.00135014 -0.000764892 -0.0211269 -0.00336507 7.21108e-05 0.0319068 -0.0289058 -0.000934191 -0.0059587 -0.00338663 -0.000498539 0.0257112 -0.00696964 0.00343931 -0.0570816 -0.0344602 -0.0512882 0.00304601 0.00751449 0.00177376 -0.0342777 -0.0294779 0.00964105 0.0032795 -0.0264076 0.0163484 0.0345684
internal_weight=0.184714 0.00692391 0.17779 0.172894 0.171408 0.00676771 0.00499195 0.16464 0.00504484 0.00385794 0.159595 0.07427 0.0712054 0.067571 0.0133797 0.0541913 0.0853252 0.00363443 0.0144712 0.00905931 0.0397201 0.0349221 0.0318563 0.00570651 0.00479798 0.0261498 0.0228491 0.00698412 0.015865 0.0115105
internal_count=2900 61 2839 2805 2782 121 94 2661 44 71 2617 605 578 480 56 424 2012 98 92 62 332 285 247 54 47 193 173 42 131 69
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=4 12 14 5 5 12 5 15 13 15 18 14 12 12 15 6 15 15 15 9 9 9 17 15 15 15 9 10 2 5
split_gain=0.000166707 0.000601152 0.000582902 0.00144172 0.00116381 0.000986201 0.000932145 0.00105686 0.000704087 0.000478651 0.00124546 0.00101394 0.000859631 0.000700116 0.000657663 0.00126933 0.00126856 0.00126823 0.00126363 0.00146344 0.0017716 0.00140496 0.00118303 0.00116751 0.000867229 0.000937706 0.00123479 0.00181753 0.00206907 0.000805334
threshold=240.32447338110003 172.75554276225003 255.20937898730003 22.504913082700003 22.782602051550004 185.69761363875003 19.915533535850003 30.276503438400002 99.962250206350021 39.702469286500012 13.216310940950001 210.15891166350005 167.86002060340005 162.55248274650003 31.385732506450001 16.625388449550005 31.000143748900005 30.416602988400005 32.540328261750005 185.50567866740002 196.26893085885004 193.32717468205001 188.54236693505001 36.040858416950009 27.008040895250005 27.288673764350005 197.19111486365003 70.026268923800004 106.46918899020001 16.579584939650001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -6 7 8 -2 12 11 -11 13 14 16 18 17 24 -16 -20 21 22 -21 -22 29 -26 -27 -28 -29 -1
right_child=2 -3 -4 4 5 -7 -8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 20 23 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0073650637032763701 0.0056174238504163726 0.053122172558282769 7.3239989389965444e-05 0.10001353925961237 0.040814058316481272 -0.07700640512050666 -0.081304010771062959 0.072988877930586976 -0.091135561968907708 0.023025495933275814 0.070030691691592512 -0.053728741261060919 -0.070577426963510159 0.064151080849145878 -0.074512531535029167 0.039639562783694855 0.076558487170306055 -0.072187164706031967 -0.054892451160905978 -0.035985342008685334 0.0029995648480430018 0.072987939484839851 0.03104632979145 -0.070916057987931422 0.084203829828292651 -0.019385169866273189 0.087490508869070019 -0.074501644588000099 0.050315293092082707 -0.036725945753763062
leaf_weight=0.012051670643806585 0.0014712724295161683 0.0023132427596692642 0.073816813294099615 0.0013653108326252559 0.0015807823447651081 0.0012903362613263525 0.0041288664170338052 0.0010423747115027027 0.001538795363362766 0.0054242751957076507 0.0035336843775439783 0.0025209987830372427 0.0017461826822255935 0.0016836212109119222 0.0034707487590033273 0.0044184145153831613 0.0025105220773724559 0.0021096192701310903 0.0059651923211276872 0.0045185917588241864 0.0040966276706058125 0.0039129223137024391 0.0063091610099945683 0.0044670737070191535 0.0022007460694339889 0.006416756342619844 0.0041189793732065993 0.0022349125435550121 0.0032731752635299927 0.0063124640353920047
leaf_count=311 56 13 1617 4 27 23 25 11 33 39 17 22 12 16 37 51 16 27 29 25 24 18 36 25 16 65 35 30 17 223
internal_value=-0.000110722 0.0027648 -0.00329886 -0.0233442 0.0240069 -0.0121367 -0.0478635 -0.0137923 -0.0438443 0.00151622 0.0206389 -0.00132827 -0.00116669 0.00034701 -0.00102338 -0.0106716 0.00767238 0.00320576 -0.0174613 -0.0106962 0.000616631 0.0216319 0.00307296 -0.035557 0.00755037 0.022992 0.0145955 0.0372448 -0.000329313 -0.00779072
internal_weight=0.181844 0.0956096 0.0862346 0.0124177 0.00423643 0.00287112 0.00818131 0.00405244 0.00301007 0.0932963 0.011479 0.00794527 0.0818174 0.0800712 0.0783876 0.0371587 0.0412288 0.0387183 0.0327403 0.0292696 0.0233044 0.0147407 0.0108278 0.0085637 0.0366087 0.0182446 0.0160438 0.00962707 0.00550809 0.0183641
internal_count=2900 1104 1796 179 54 50 125 100 89 1091 78 61 1013 1001 985 245 740 724 194 157 128 79 61 49 697 163 147 82 47 534
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=19 16 10 9 10 5 17 17 3 19 16 6 6 8 12 13 7 16 17 10 15 8 16 0 15 15 15 16 18 8
split_gain=0.000143675 0.000332514 0.00041998 0.000612882 0.00055326 0.00048917 0.000521509 0.000743805 0.000469308 0.000338852 0.000565028 0.00119372 0.000847118 0.000953106 0.00117846 0.000858057 0.00156243 0.00084417 0.000721927 0.000661001 0.000498066 0.00129672 0.00063817 0.000631307 0.000611757 0.00108505 0.000913378 0.000779997 0.00112381 0.000666861
threshold=9.8507947922000021 8.5099800999500008 87.33187390945001 38.559541491950007 86.858705278550005 11.848158554650002 194.76181357870004 196.91396350930003 74.63428615940002 12.651020723000002 15.444963882950001 13.705320222600003 12.380289263450001 8.3434888241000014 236.87735968945 98.238948544700023 24.142338514450003 14.694965636800001 187.26220591115001 72.496961945650014 23.516184833950003 8.0437227585500022 17.484959112600002 99.053551358250004 24.754529292950004 26.285853065250006 28.452330424200003 18.634956423400002 14.025183600500002 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 -2 4 -4 5 6 -3 -8 -9 10 12 -12 15 14 17 16 -7 -14 -17 -13 21 22 23 -11 -22 29 -27 28 -28 -26
right_child=1 2 3 -5 -6 9 7 8 -10 20 11 19 13 -15 -16 18 -18 -19 -20 -21 24 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.033494752499758966 0.041405698670653017 -0.066651575727184609 -0.08616973827849872 0.0057664412782774017 0.062830734620969816 0.036529485582371797 0.061662305089742436 0.0032861000705588783 -0.088195439661981248 0.042890027093570308 -0.03327331534533675 0.0070790156367713068 -0.019370767344308093 0.049381239848297918 0.047222435025508755 0.014113474489740725 -0.10001466285628938 -0.094066130084769981 0.093934366825955809 0.093962347433185892 0.039628640245927604 -0.10003408806529504 -0.06622125529292068 -0.048809739357585098 -0.0010406236645958931 0.02821532292786599 0.019774783206111899 -0.00054223794029031002 -0.088470650966354591 -0.1000354391713412
leaf_weight=0.0012791451862241834 0.0019314397831644561 0.002237470742902147 0.0013841344828016125 0.0015229322617184016 0.0014043773723955147 0.0025157423990193988 0.0011333793776380219 0.0012566880745366049 0.0010126631373506001 0.0028156799291793868 0.0016354522823363018 0.0012566840290123248 0.0034548395051428246 0.0017326734667817423 0.0014833972119152605 0.002181048606800573 0.0012566098388264446 0.0026919065934778441 0.0023581778158359157 0.0028879413939648657 0.0038398791555307446 0.0018072070406516261 0.0011591974242182723 0.001023729327968681 0.0011104966546244812 0.010878782719933158 0.001591869019176957 0.1137540135568417 0.0024129603634751202 0.0017572543917268035
leaf_count=226 63 163 109 116 20 52 20 45 76 60 47 52 108 34 25 25 73 44 25 17 76 45 57 28 40 133 27 963 104 27
internal_value=-0.000100577 0.000140092 -0.000313903 -0.0380069 0.000320768 -0.000191873 -0.0291527 -0.00449518 -0.0375361 0.000794475 0.0119305 0.0390716 0.00305451 -0.0175726 -0.0327766 0.0262905 -0.00895479 -0.0520829 0.0555813 0.0676186 -0.00104293 -0.0274397 -0.00119371 0.0184395 0.000284422 -0.000864406 0.000491841 -0.00206931 -0.0454445 -0.0617011
internal_weight=0.178768 0.177489 0.175557 0.00290707 0.17265 0.171246 0.0056402 0.00340273 0.00226935 0.165606 0.0234545 0.00578008 0.0176744 0.00936282 0.00763014 0.00831158 0.00377235 0.00614675 0.00453923 0.00414463 0.142151 0.00680581 0.00499861 0.00383941 0.135345 0.131505 0.128638 0.117759 0.00400483 0.00286775
internal_count=2900 2674 2611 225 2386 2366 304 141 121 2062 502 116 386 211 177 175 125 152 50 69 1560 190 145 88 1370 1294 1227 1094 131 67
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=3 7 17 15 18 17 0 12 2 3 17 19 18 17 4 6 13 16 18 14 6 15 4 6 4 17 2 6 13 0
split_gain=0.000138317 0.000275259 0.000459834 0.000500898 0.00042924 0.00034218 0.000387177 0.000312826 0.000355185 0.000367027 0.000290231 0.000272246 0.000555933 0.000420539 0.000302715 0.000749246 0.000999652 0.000645409 0.000815818 0.000607099 0.000661233 0.000598267 0.000867708 0.00155311 0.000718492 0.0020829 0.00134669 0.00116501 0.000684771 0.00111597
threshold=108.42013948475001 19.874819532250005 166.83257850275001 20.742056627150003 11.257534840550003 168.75790693355003 92.464140480550014 66.834523482800009 59.615984903700003 89.805255389500005 169.61846646075003 14.651182102100002 13.434779691800001 171.87233581170003 240.32447338110003 16.515385879350003 117.69263157665002 22.654947022900004 13.386548691950003 233.75954169405003 16.425383776450001 41.863529088250004 227.97173202615002 16.315381206250006 217.34171987710002 192.70224472390001 116.16618105335002 15.745367888000002 109.51703040195001 96.588235252600015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 6 -3 -7 9 -9 -10 13 -13 -12 19 17 -17 -16 -19 21 -21 22 24 -24 26 -26 28 -28 29 -15
right_child=-2 5 3 -5 -6 7 -8 8 10 -11 11 12 -14 14 15 16 -18 18 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.02900203946409893 -0.03011747476878085 -0.078990238276502145 -0.01140420737809675 0.062125541157088737 -0.059849458235618803 0.041367525729955508 -0.0029595748216474827 -0.00064941060057213847 0.0479786956702829 -0.056510836168101874 -0.058575655636246331 0.060820544434703264 -0.0012323111218441852 -0.042490145994495458 -0.0048647891690437109 -0.069591988059011373 0.0076339845626160769 -0.034959134727831402 0.051466926528272283 0.0021995176661760017 0.087490270387697452 0.036184373186365477 0.021014177907905503 -0.10007536258212124 0.071212490788545732 -0.0367952164016635 0.011897910380051054 -0.09032864147954027 0.010902120668051442 0.010470864867212425
leaf_weight=0.0010475067085699832 0.0015224475914751004 0.0011772091581642016 0.0013452681465224714 0.0029758384592977194 0.0011305148242248819 0.0018041863655753323 0.0015538554259623555 0.0024413649421362307 0.001266525682598967 0.0022696219912177185 0.0012552689747328529 0.0022015738312575186 0.0041944595921563632 0.0073851636327829642 0.060690752088942035 0.0039175035506479041 0.0029297324755095389 0.0014544368855996517 0.0043854129398823716 0.0018637527330032091 0.0017743331627571024 0.0047722435289760936 0.001968794127837902 0.0022927459976926912 0.0048213161669004015 0.0028356208844551034 0.0017760219933364843 0.0029944094275942135 0.035978387531549139 0.0086257128237765546
leaf_count=7 137 80 28 46 47 15 141 39 20 16 36 24 33 123 1323 75 36 32 47 35 7 35 45 7 33 37 25 29 203 139
internal_value=-0.000105975 0.000154923 0.0203493 0.0392339 -0.0171169 -0.000623383 -0.0357321 -4.54165e-05 -0.000500742 -0.0275619 0.000299116 -8.27983e-05 0.0201269 -0.000934764 -0.000453894 -0.00505127 -0.0365492 -0.00180954 0.0299422 0.00392219 0.0437967 0.00194715 -0.00043189 -0.0441331 0.0024592 0.0312136 -0.0014198 -0.0522699 0.00324611 -0.0139579
internal_weight=0.176652 0.17513 0.00649913 0.00432111 0.00217802 0.16863 0.00273106 0.165899 0.164095 0.00471099 0.159384 0.158118 0.00639603 0.151722 0.150466 0.0733778 0.00684724 0.0665306 0.00583985 0.0770885 0.00363809 0.0734504 0.0686782 0.00426154 0.0644166 0.00765694 0.0567597 0.00477043 0.0519893 0.0160109
internal_count=2900 2763 128 74 54 2635 221 2414 2399 55 2344 2324 57 2267 2231 1513 111 1402 79 718 42 676 641 52 589 70 519 54 465 262
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=0 10 9 0 3 2 17 18 18 18 18 3 7 9 18 9 13 2 9 4 7 7 10 18 7 10 13 7 6 0
split_gain=0.000154563 0.000539718 0.000644272 0.000459835 0.000471702 0.0012137 0.000973294 0.000418228 0.0011369 0.000479234 0.000613201 0.000949088 0.000419159 0.00143479 0.000649933 0.00143828 0.0017822 0.00100992 0.00139171 0.00117967 0.000947376 0.0012561 0.000722339 0.000560205 0.000546298 0.00108783 0.00110623 0.000686494 0.000728976 0.000918059
threshold=85.716110573100011 61.917879202350001 187.38923140910003 85.807518149550006 93.58791597905001 86.011634045550025 193.01551328760004 13.064341268650002 12.903279561150002 13.1493823129 13.278511569200001 93.249170254600017 23.195026784100005 195.39349636155001 13.954623666350001 192.33792147965002 116.55003687120002 152.77222943215003 201.78065190905002 284.07317522340003 23.824098587650003 23.699538637550003 61.960894532450006 14.092183088000002 24.176224535650004 68.579878449600017 109.51703040195001 24.252468908850002 14.955349429350003 94.964406541850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 7 -6 -7 8 -5 -9 11 -11 13 -12 15 -14 -17 -18 -19 -20 21 23 -22 -16 25 -24 -27 -26 29 -29
right_child=3 2 -4 4 5 6 -8 9 -10 10 12 -13 14 -15 20 16 17 18 19 -21 22 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=0.0028576779593183291 0.025871924349988775 -0.0055560120166062467 -0.069650039439510092 -0.010059308744101511 0.026726300107792717 -0.10002156672547775 0.0087163221846400726 -0.034520650228714825 0.076248110671532116 0.05316138554894756 0.0012756774945371944 -0.01269494662957274 -0.050912255870854455 -0.055551689465691979 -0.059593926731959436 0.073825259620786565 -0.036213250087101044 0.045111453727647043 0.033681640207720569 -0.059955202444339474 -0.082444290042410717 -0.098564530113699464 -0.019117016934580285 0.018361911971548146 -0.06987298429159905 0.015629605665060373 0.099318939077233673 -0.038229590122074469 0.026445168539907821 0.00086050383004058172
leaf_weight=0.013781497948365654 0.0070770667917869892 0.0037762486922717359 0.0026823153241379008 0.0036308440259720234 0.0024889576434361507 0.0024581481011483053 0.0012375836079598912 0.0039520603447158456 0.0026330889056680462 0.0053004159846938709 0.017685590645711985 0.0037270804736366792 0.0029329477226838199 0.005933584226585297 0.0013635860881131548 0.0053977500783730639 0.0039668930944571903 0.0089251413737656549 0.0023931883022214615 0.0030731796177008164 0.0010329781289328812 0.0023178202385736313 0.0039653599570215192 0.0028454199802965263 0.0014616425267774949 0.0042308024414268175 0.0025203605637216242 0.0072004537888497996 0.0084759510890615175 0.036281969358872457
leaf_count=369 41 105 106 28 14 47 15 22 27 29 288 25 13 31 13 30 19 42 12 33 6 30 29 61 30 62 8 148 93 1124
internal_value=-0.000104122 -0.00832118 -0.032175 0.000972273 -0.000222959 -0.0272544 -0.0636087 0.00096064 0.0262206 -0.000211549 0.000823248 0.025972 -0.00103759 -0.0130004 0.00183431 0.0151557 0.0233125 0.00846073 0.0207747 -0.0189608 -0.00312462 -0.0394478 0.000513205 -0.00689334 0.00184931 0.022455 0.0468727 -0.00228437 -0.000383031 -0.0056126
internal_weight=0.17475 0.0202401 0.00645856 0.15451 0.147433 0.00618469 0.00369573 0.141248 0.00626393 0.134984 0.131032 0.0090275 0.122005 0.0236192 0.0983854 0.0266891 0.0237562 0.0183584 0.0143915 0.00546637 0.0716963 0.00652683 0.0651695 0.00420901 0.0641365 0.0107165 0.00675116 0.05342 0.0519584 0.0434824
internal_count=2900 580 211 2320 2279 76 62 2203 55 2148 2126 54 2072 319 1753 149 136 106 87 45 1604 104 1500 74 1494 99 70 1395 1365 1272
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=10 18 10 15 7 5 8 18 18 9 17 16 19 0 15 5 13 0 13 9 13 5 6 3 18 3 10 8 16 2
split_gain=0.000128152 0.000265106 0.000340031 0.000706303 0.000328078 0.000627104 0.000591495 0.000575515 0.000407559 0.000324073 0.000234518 0.000219481 0.000259389 0.000746081 0.00105501 0.00045809 0.00104945 0.000960994 0.000862815 0.000657626 0.0004859 0.000485218 0.000371667 0.00068076 0.00085866 0.000324904 0.000476459 0.00135377 0.000495358 0.00115727
threshold=90.988176966900014 18.645258535250004 89.619751778500017 12.066969111850002 26.709562027450005 5.2595069053500012 1.6487133604500002 16.915500282450004 16.751363923150002 221.19163465210002 190.58288855405002 11.599972874200001 11.950964240300001 98.615332683000005 23.304416445750004 16.222050829800004 104.02719889955002 95.590817286200021 104.12129493415001 203.31429194770001 104.51649827935002 16.664129935850003 14.355335410100002 91.334988065750011 15.232298661650001 83.799239926100014 71.090898343450007 7.943800736700001 19.214955067100004 156.02689307135003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 -7 11 10 -10 -6 -8 -13 15 -15 17 -17 -14 -18 -19 -20 -22 23 24 -23 -24 28 -28 29 -27
right_child=-2 -3 -4 4 8 6 7 -9 9 -11 -12 12 13 14 -16 16 18 19 20 -21 21 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.068163056986964454 -0.030388955169891277 0.039453877567799944 0.047678215799923963 0.067503764142823816 -0.0175340506319604 -0.062023615631232931 -0.041076390754835018 0.051931387334234413 0.029804104919378724 -0.041066556763614766 -0.078993088741366235 0.019185775965412724 -0.042140635821702133 -0.10001279382913014 0.0024916946927108735 -0.073935884200327401 0.076902315524699491 0.066011764415473698 -0.048216951630884103 -0.0014691993218227443 0.047543432802461406 -0.074271817745970858 0.047450146743033522 0.036090853860078924 0.01575031063423148 0.03645270028808556 0.047182591115842623 -0.10001612036461852 -0.0011910846709795419 -0.03295754626989926
leaf_weight=0.0015362488329717641 0.0013856813463301578 0.0016986448733060646 0.0014674454513551307 0.0013954836967239306 0.0010669855184879387 0.0015144074276400845 0.0012863412281576827 0.0021686729665653095 0.0016653606059175985 0.0010533164088055713 0.0014849784157782153 0.007017777508880412 0.0017286680217533934 0.0017956152280547135 0.0022777884744824561 0.001927196381234563 0.0014576946377928826 0.0040626881814205262 0.0020963305379595445 0.0022406468423810111 0.0021394487289683175 0.0030499305773900994 0.001470496587629099 0.0014187218472521274 0.0016235925354477487 0.0098337015934606246 0.0010307548285481962 0.0015863897147339046 0.10462755948863407 0.0031784852964334464
leaf_count=74 319 44 46 35 15 128 80 47 99 40 48 167 58 70 64 49 8 36 21 27 18 66 9 20 31 192 7 58 903 121
internal_value=-0.000100451 0.000145131 -0.000249494 -0.000668793 -4.4915e-05 0.000759147 0.000175311 0.000771409 -0.0245953 0.00234618 -0.0532968 5.95106e-05 0.000401861 -0.000491567 -0.0426938 0.00070662 -0.000669414 0.0239101 0.000388151 0.0420243 -0.000456451 0.000313959 -0.000476569 -0.0245803 -0.0429979 0.000729779 0.000158484 -0.0420423 0.00109733 0.0194979
internal_weight=0.172287 0.170901 0.169203 0.167735 0.166199 0.160928 0.159533 0.158019 0.00527064 0.00271868 0.00255196 0.15585 0.154563 0.147546 0.0040734 0.143472 0.13544 0.008032 0.133513 0.00630334 0.132055 0.129959 0.12782 0.00609224 0.00467352 0.121727 0.120257 0.00261714 0.11764 0.0130122
internal_count=2900 2581 2537 2491 2417 2215 2180 2052 202 139 63 2005 1925 1758 134 1624 1503 121 1454 63 1446 1425 1407 117 97 1290 1281 65 1216 313
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=0 6 6 9 10 6 5 10 3 3 6 6 18 13 3 5 2 9 16 9 18 18 4 12 18 6 6 6 16 10
split_gain=0.000124389 0.000473265 0.000876721 0.000756074 0.000712502 0.000510024 0.000432058 0.00040141 0.000382774 0.000482867 0.00118733 0.00035912 0.000471949 0.000775293 0.000355242 0.000352382 0.000724173 0.000482067 0.000330148 0.000317085 0.000299694 0.000827313 0.000404068 0.000351338 0.00033477 0.00163808 0.000571644 0.000943633 0.000823198 0.00086601
threshold=85.716110573100011 16.525386113000007 16.505385645700006 186.14781787895004 61.928633034850002 16.395383075500003 22.665750084250003 61.86411003975001 93.770731131900007 93.58791597905001 16.475384944750001 16.910395108650004 13.057710350500001 113.96105169155001 94.92945658615001 29.040033326300005 122.26439358135001 194.46727572990002 22.614947116400003 193.60452210450003 13.197799034350002 13.278511569200001 141.65724256140001 82.187369520450019 13.373311100250001 16.405383309150004 16.565387047600002 16.515385879350003 22.644947046300004 61.971648364950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 -1 -3 14 9 11 -11 12 13 -2 -8 16 17 -16 -10 -12 -14 -22 -23 -24 25 -25 27 28 29 -26
right_child=8 6 -4 4 -6 -7 7 -9 18 10 19 -13 20 -15 15 -17 -18 -19 -20 -21 21 22 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.014470118657788515 -0.014369373174679428 0.049971881238817434 -0.10003410181163593 0.0096147495355226893 -0.10001571583603108 0.061234753914109236 0.037295656808368875 -0.057303020392036497 0.048017001108981029 -0.10002142771581923 -0.028102597800617801 -0.036288945085733888 -0.021486418610996805 0.060720763156176721 0.049121609487302112 0.012864752567422642 -0.10001786801408832 -0.04324751031391745 0.0054993072862143345 0.03017053957891741 0.038032860772345162 0.058980538950046651 -0.048223336980122496 -0.062078549340535298 -0.058937019073293663 0.02781029854380819 0.037425262180509657 -0.067116906781829938 0.042684414212067118 0.00061436525467904886
leaf_weight=0.002102418928461078 0.0023376289649776885 0.001779072007167092 0.001361404439883496 0.0010159894929984148 0.0014233095033008656 0.0015430304819723517 0.0023661102445657924 0.0012172858441408573 0.0030795480680154688 0.0016590443831671067 0.0018297258364586844 0.0025519162886666882 0.0059997474745832049 0.0033389772033842746 0.0010722901452691145 0.0039488990872127375 0.0010496821946233588 0.0011943064561137362 0.0044876100535304886 0.0019069460528102766 0.0058716080103682336 0.0011337325013300861 0.0015550316883701223 0.0043222378508360748 0.0025075371367790913 0.0038182739817322897 0.0041679842538415715 0.0020742255024099867 0.0045292970853552097 0.093380168723284113
leaf_count=86 28 24 24 12 56 28 16 72 20 28 20 30 38 23 51 129 70 12 27 22 33 6 36 23 16 19 19 22 51 1859
internal_value=-0.000101796 -0.00749611 -0.0274916 -0.0112609 -0.0543537 0.0175739 0.00429467 -0.003196 0.000884127 -0.000275856 -0.029621 0.000874954 0.00157728 0.0297986 0.00364251 -0.00731758 -0.0313499 0.000450824 0.0228024 0.00163609 0.00033886 0.00140036 -0.000430392 -0.00100928 -0.000369735 -0.0199166 0.00112213 -0.0003542 0.00102486 -0.000942949
internal_weight=0.170625 0.0200738 0.00744615 0.00608475 0.0024393 0.00364545 0.0126276 0.0108486 0.150551 0.142984 0.00539572 0.137588 0.135036 0.00567661 0.00963129 0.00726518 0.00331628 0.0022666 0.00756716 0.00373667 0.12936 0.12336 0.117488 0.116355 0.1148 0.00814051 0.106659 0.102491 0.100417 0.0958877
internal_count=2900 580 206 182 68 114 374 350 2320 2273 70 2203 2173 51 278 262 133 63 47 42 2122 2084 2051 2045 2009 42 1967 1948 1926 1875
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=6 13 17 19 9 16 13 17 17 8 4 4 9 17 4 8 8 17 4 13 5 9 2 17 5 4 6 15 0 5
split_gain=0.00013679 0.000236616 0.000237332 0.000227238 0.000362283 0.000250978 0.00035562 0.00026824 0.00101569 0.000559701 0.00114921 0.000763292 0.000676153 0.000596864 0.000506169 0.000495043 0.000613952 0.000571514 0.000484983 0.00059533 0.000459483 0.000410107 0.000523145 0.000697595 0.000518625 0.000296266 0.00141338 0.00092927 0.00203058 0.000895563
threshold=22.585527707250005 119.04223755815001 161.95900874150001 14.651182102100002 201.2906445504 22.764946765650006 117.75715457175001 182.28951942140003 183.58889821140002 8.4434108459500017 144.53986173305 143.35918460430003 66.290220196950017 169.61846646075003 148.04566182605001 8.8430989333000021 8.7431769115000026 196.65693750130004 211.12522916715002 108.36905878025001 19.915533535850003 64.606296034500005 234.61110956795002 169.61846646075003 21.072315829300003 240.32447338110003 16.525386113000007 39.283112803100003 86.001087134900004 21.623222698850004
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 11 -11 -4 21 -14 -10 16 25 -17 19 -15 -9 22 23 -13 -24 27 -27 29 -29 -16
right_child=-2 -3 3 4 -6 -7 -8 8 14 10 -12 12 13 18 15 17 -18 -19 -20 -21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.047860651374863991 0.031867054178528087 -0.031160202714222197 0.077850460477714198 -0.0030236284975547765 0.047763275782588634 0.030508005978950599 -0.039568100513357261 -0.02623220281879059 -0.047945536719332438 -0.021009787842736515 0.090850171486681494 -0.085418141072431675 0.020379306494447677 -0.071296578554729997 0.0033968351285839438 -0.079299199857966282 0.043765097558888688 0.0018145823653172148 -0.075699435984214067 0.013396275531675779 -0.10002567663488887 0.059643583942689697 0.071879331320259462 0.016404981921818326 -0.013286776738533077 -0.0014072646666488224 -0.07615371554364074 -0.01163825163261914 0.082123046120357715 -0.050809936972217765
leaf_weight=0.0010254743225404364 0.0013274557168188031 0.002457764743466039 0.0012474018658394917 0.0030878628120305498 0.0025765804219162192 0.0025998715618698034 0.0023331271456168414 0.0022031713463499841 0.0022035980649945655 0.0015553823708671635 0.0022427816246517462 0.00115446789566953 0.0022635223028289386 0.0012958527919284465 0.047734256821594157 0.001657347740462666 0.0033352184985560021 0.001825294303404057 0.0023160727807758222 0.0023085878193453979 0.001367541234215531 0.0018161112359820208 0.0016367668309041905 0.001612795937118161 0.0012696851188849223 0.057357474540976901 0.0026464702083130653 0.0047042302274773462 0.0045379495859378949 0.0032556929131715142
leaf_count=180 8 88 8 26 21 21 33 44 18 10 36 44 133 31 487 23 34 27 98 26 24 13 45 72 20 1215 44 39 18 14
internal_value=-0.000107446 -0.000360653 9.76487e-05 0.000397262 0.0200778 -0.000306162 -0.000820099 -0.000231331 -0.00188209 0.0103514 0.0450425 0.00256455 -0.00342706 -0.0232965 -0.000428689 0.000395433 0.00144334 -0.0367865 -0.0399946 -0.0170521 -0.0544942 0.0182841 0.00504521 -0.0260744 0.0346745 0.000269382 -0.00470395 0.00522387 0.0343989 -6.42509e-05
internal_weight=0.168956 0.167628 0.165171 0.164145 0.00566444 0.158481 0.155881 0.153548 0.132828 0.0207194 0.00379816 0.0169213 0.0156739 0.00818404 0.129258 0.127054 0.123571 0.00348264 0.00592051 0.00360444 0.00357071 0.00748983 0.00567372 0.00276726 0.00290645 0.120236 0.0600039 0.0602321 0.00924218 0.0509899
internal_count=2900 2892 2804 2624 47 2577 2556 2523 1987 536 46 490 482 288 1919 1901 1851 50 155 57 68 194 181 116 65 1817 1259 558 57 501
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=7 7 12 3 9 8 6 3 15 16 19 13 13 18 10 18 0 15 16 17 10 3 13 16 19 17 9 9 5 15
split_gain=0.000127699 0.000508831 0.000611368 0.000392999 0.000387333 0.000383859 0.000410241 0.000378245 0.000349119 0.000274029 0.000218142 0.000399972 0.000521942 0.000981289 0.00103943 0.000616497 0.0004762 0.000377352 0.000336477 0.000487016 0.000461305 0.000722528 0.000619156 0.000726543 0.00087233 0.000586857 0.000500258 0.000692671 0.000499417 0.00043569
threshold=20.778835947700006 21.725272673150005 219.23896387120001 103.44111502715002 71.82068887245002 9.5425530862500008 17.765415086100003 93.716961969300016 21.850732508700002 14.224966735800002 10.250827068050002 85.737618238150006 95.870416931800023 16.203680688850003 82.393176323850014 17.327266398450003 111.60596236935002 19.215947067900004 14.034967180100002 169.33951743495001 80.288113607700012 79.47351079420001 101.53768667075001 14.994964935250001 12.651020723000002 183.58889821140002 210.97856947250003 202.80137809380003 11.976288766350002 23.900317844600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 8 -5 6 10 -2 9 -1 -3 16 13 14 -13 18 -12 -15 19 -14 21 26 28 -24 25 -25 27 -20 -23 -26
right_child=1 5 -4 4 -6 -7 -8 -9 -10 -11 11 12 15 17 -16 -17 -18 -19 20 -21 -22 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.025714953160288906 -0.10002060147224195 -0.031645530751742812 0.026286687886637902 0.0038308609863028464 -0.067400866759839612 0.045967961875904545 -0.052394765568990892 -0.028243569284053069 0.045093041409425431 -0.039417657594344749 0.083424360391328112 -0.051633234011728951 0.012124506616974909 -0.1000151129571282 0.068976569338627627 0.047800380411020665 -0.0078595084151292152 -0.023928831494930452 -0.070799574376157956 -0.077166387573813611 0.047485194621075255 -0.0045484016887013682 -0.061608152864886592 -0.001160927998076682 -0.040150125492675992 0.062298462932769576 -0.10001983999814197 0.041092226038472894 0.083189465058021703 0.0002260098574093789
leaf_weight=0.001510603041535722 0.0012924465697709943 0.0021339013960998124 0.0011594668012809145 0.003122023153528275 0.001010438885382655 0.0018047477756315536 0.0015038358961119149 0.0016997010677197461 0.0038459333383185079 0.0011285158824279051 0.0012560127995353545 0.0013693518860365952 0.0011224974910577492 0.0017672689630382488 0.001494285505092563 0.0027718929432651853 0.0010485797030097554 0.0010327372084744102 0.0011774821677761329 0.0013400975115160918 0.00208683953961497 0.0010721862049986033 0.0018691078618787152 0.0023676443456963616 0.0027362107407447036 0.0037899923200406249 0.0011271951045230821 0.0010436293198949897 0.0016428198650828563 0.11489146234025993
leaf_count=56 49 283 48 80 158 23 43 47 77 25 45 76 32 153 27 54 70 68 34 48 37 59 27 21 70 44 40 23 11 1072
internal_value=-9.8083e-05 -0.000817639 -0.0353593 0.0105149 -0.0135862 0.000123024 -0.000426204 -0.0592474 0.0258728 -0.00213646 9.78103e-05 0.000558584 -9.96855e-05 -0.029857 0.0113026 0.00111245 0.0418906 -0.0719519 0.000162746 -0.0364659 0.000836875 9.78127e-05 0.00129397 0.000273107 0.00120749 0.037898 -0.0457611 -0.0182252 0.0485408 -0.000713205
internal_weight=0.167219 0.156601 0.00415161 0.0106175 0.00413246 0.15245 0.150645 0.00299215 0.00648505 0.00263912 0.149141 0.147007 0.144703 0.00566364 0.00286364 0.139039 0.00230459 0.00280001 0.136267 0.0024626 0.133805 0.131718 0.128369 0.125654 0.123785 0.00615764 0.00334831 0.00222111 0.00271501 0.117628
internal_count=2900 2504 144 396 238 2360 2337 96 158 81 2294 2011 1896 324 103 1572 115 221 1518 80 1438 1401 1304 1234 1207 65 97 57 70 1142
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=3 7 17 3 4 17 19 18 0 3 9 7 6 16 18 17 2 13 6 17 18 7 17 8 17 13 10 6 9 9
split_gain=0.000114886 0.00030975 0.000330368 0.000317867 0.000304149 0.000307149 0.000210631 0.000466607 0.000273179 0.00123188 0.000625404 0.000955479 0.00130341 0.00124721 0.000966476 0.000964502 0.000850521 0.000843838 0.000805969 0.000877391 0.000983004 0.000743184 0.000721931 0.00102952 0.000920087 0.00063282 0.000641199 0.00054027 0.00231008 0.00119198
threshold=108.3367972827 19.874819532250005 168.75790693355003 87.240466333050009 331.95656290250002 166.83257850275001 14.651182102100002 13.434779691800001 87.181320254150009 92.751805500450018 201.78065190905002 23.699538637550003 16.375382608200002 22.554947256700004 13.3584252364 195.24502669890003 141.08665706260004 117.38883580790001 16.415383542800004 188.07781354100004 13.042786209850002 22.580174331950005 189.27091549140002 8.4434108459500017 191.19232825540004 117.61735474900001 62.116825104000007 15.785368822600002 195.39349636155001 203.09362050815002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 8 -8 9 -4 11 12 17 16 18 -16 -14 -11 -15 20 21 -20 -21 24 -24 26 -12 -10 -29 -30
right_child=-2 2 6 -5 -6 -7 7 -9 27 10 25 -13 13 14 15 -17 -18 -19 19 22 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00067026609350423418 -0.022673242298613054 -0.005889744061583024 -0.073116347076684005 -0.077421062986549244 -0.023504797782768361 0.056825512637405498 0.057216562876897248 -0.0016430591214163974 -0.0013411375751854933 -0.0029264370640282172 -0.10002715731586641 0.056021105440566668 0.097924384001469134 0.0531483878063733 -0.076497238144510551 -0.0016409072338237998 -0.00025578627116125939 -0.10004293750578293 -0.021951521830570898 0.051026377601442907 -0.077439445810385713 0.042680684227745853 -0.016441648877321312 -0.061797449142997486 0.074213582270808875 -0.0012185968171859983 -0.010869178585539561 0.079270319626685765 -0.032153236502880565 0.024405788343186571
leaf_weight=0.0015385523722536978 0.0022236799398088472 0.001458806599687514 0.0026410308182764899 0.0010820004768075514 0.0010702696562816527 0.0026545675558580228 0.0020406783766873096 0.0039612574657112987 0.07786427403672487 0.0015387442361938187 0.001918242077738829 0.0029822043702618642 0.0021905881910399263 0.0031554966080564939 0.0032040738279198741 0.0037193026171113471 0.0014774380469781898 0.0021375576790611632 0.0068711843226033215 0.0043730232984398043 0.0023653240672515405 0.0024006789579301274 0.0024614772459699563 0.0019732751717888436 0.0020535697688413013 0.0034241921559046151 0.0013919420459997944 0.0045950168296258189 0.0069380644254413157 0.0080490115236955262
leaf_count=44 147 141 23 80 21 53 26 33 1640 38 37 20 26 23 25 28 32 32 60 28 26 23 26 24 17 56 21 30 38 82
internal_value=-9.6295e-05 0.000210703 -0.000582967 -0.0363513 0.0240761 0.0362209 6.18406e-07 0.0183694 -0.000735717 -0.00656739 -0.00302662 0.00142043 -0.00265831 0.00309629 -0.00312817 -0.0362837 0.0583786 -0.0593941 0.00581967 -0.000818343 -0.0198965 -0.00521689 0.0196226 -0.00154298 0.0247909 -0.0313583 -0.062536 0.00239294 0.0172407 -0.00177745
internal_weight=0.165756 0.163532 0.158268 0.00254081 0.00526339 0.00419312 0.155728 0.00600194 0.149726 0.0522793 0.0496383 0.0429039 0.0399217 0.0362454 0.0325774 0.00692338 0.00366803 0.0036763 0.025654 0.0224985 0.0116372 0.00927186 0.0108613 0.00648832 0.00451505 0.00673438 0.00331018 0.0974464 0.0195821 0.0149871
internal_count=2900 2753 2635 221 118 97 2414 59 2355 565 542 428 408 338 280 53 58 70 227 204 109 83 95 67 43 114 58 1790 150 120
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=6 13 5 16 15 13 13 0 9 18 0 3 17 0 18 18 6 5 19 6 5 10 10 15 6 6 5 6 19 19
split_gain=0.00011753 0.000191211 0.000229372 0.00021374 0.000983674 0.000510016 0.000366067 0.000360551 0.0008086 0.000478957 0.000382348 0.00105348 0.000538257 0.000364668 0.000443082 0.000999536 0.000336509 0.00115184 0.00111304 0.0010413 0.000900917 0.00128602 0.000580887 0.000645975 0.000887795 0.00144258 0.000764411 0.000578357 0.00146561 0.000522415
threshold=22.585527707250005 119.04223755815001 29.040033326300005 22.704946905950003 42.80317728375001 117.75715457175001 117.69263157665002 85.716110573100011 188.53841931785004 12.777826849750001 85.807518149550006 93.58791597905001 192.15389660515004 86.036037090600004 12.903279561150002 13.064341268650002 16.455384477450004 22.852794041600003 14.351157895250003 16.505385645700006 22.782602051550004 62.079186690200011 62.106071271500007 39.283112803100003 16.135377000500004 15.610364733650002 21.495293572000005 16.135377000500004 14.351157895250003 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 3 -3 5 -5 6 7 8 -1 -9 -11 13 -13 -12 -15 -16 20 18 -18 -20 21 -17 -23 26 25 -25 27 -24 -29 -22
right_child=-2 2 -4 4 -6 -7 -8 9 -10 10 11 12 -14 14 15 16 17 -19 19 -21 29 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0027003758970862045 0.030165720583343544 -0.064406704764256043 -0.0015001973759057252 -0.016877854488422443 0.059643555473486154 -0.06192074368178721 0.033693141334364261 0.048687209268077458 -0.067527981015962565 0.026741134932025762 0.056032466496025383 -0.086110164850598414 -0.0047513111431582017 -0.049141074835899641 0.072747826298852222 0.054725776874171718 -0.072206853223451425 0.028545377649323384 -0.052927246460264955 0.016978901524733119 -0.048105211745801214 -0.054824895816177291 -0.00057425375618153074 -0.027625726767745485 -0.021019313662531309 0.098929128300875607 -0.050191208699622361 0.069918749697902058 -0.019142993261106789 0.0088079088905111732
leaf_weight=0.0076735969437414153 0.0012738463519781354 0.0010170657474328207 0.0013476617202812236 0.0037448798298100874 0.0030465539383999207 0.0013479504940621103 0.0031325535642281457 0.0020315488715212373 0.0025679014093260089 0.0050616925532160897 0.0011595605174079529 0.0021704129160761134 0.001300361817705209 0.0018308096386851899 0.0018815357125276924 0.0047689247221569522 0.004057617971060746 0.0048072049902563299 0.0034082022288401959 0.0056851560954367386 0.0054705067353935091 0.0017970674816751844 0.074147004432718988 0.001304441400838365 0.0020091909318580292 0.0029101029776938958 0.0028957463295489197 0.0039911495010755962 0.0034405315798267111 0.0022871432429383276
leaf_count=316 8 57 31 30 31 28 24 16 105 34 9 40 20 15 24 22 37 34 24 41 69 9 1700 47 9 15 38 32 19 16
internal_value=-9.0791e-05 -0.000328274 -0.0285562 8.91057e-05 0.0174487 -0.000680766 -0.000136933 -0.00084981 -0.0189549 0.0004898 -0.000228137 -0.00126764 -0.0556282 0.000208079 -0.000302857 0.000413244 -0.000693441 -0.0133434 -0.0286554 -0.00922201 0.00146964 0.00408536 0.00147441 0.00258991 0.0336817 0.0597592 0.00029919 0.00209142 0.0286872 -0.0313258
internal_weight=0.163568 0.162294 0.00236473 0.159929 0.00679143 0.153138 0.15179 0.148657 0.0102415 0.138416 0.136384 0.131323 0.00347077 0.127852 0.126692 0.124862 0.12298 0.0179582 0.013151 0.00909336 0.105022 0.0972642 0.0924952 0.0906982 0.00622374 0.00421454 0.0844744 0.0815787 0.00743168 0.00775765
internal_count=2900 2892 88 2804 61 2743 2715 2691 421 2270 2254 2220 60 2160 2151 2136 2112 136 102 65 1976 1891 1869 1860 71 62 1789 1751 51 85
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=9 10 10 5 7 16 13 19 13 3 13 3 15 15 7 7 16 2 19 3 4 18 13 13 5 3 0 7 7 18
split_gain=0.000118069 0.000312653 0.000918055 0.000807226 0.000583653 0.000331834 0.000490282 0.000775653 0.000681309 0.000623448 0.000565127 0.000776346 0.000455585 0.000442787 0.000248458 0.000369631 0.000500881 0.000430404 0.000329944 0.000408695 0.00125453 0.000353341 0.000623609 0.000937793 0.000733873 0.000582538 0.00065977 0.000748437 0.000621865 0.000807241
threshold=207.37918994975004 62.55235532115001 63.910026677050006 30.133297129900004 24.292705381350004 21.879948835150003 112.54423425685002 13.551093343600002 113.74059812490002 81.968399939250006 109.34496908160001 82.866344954800013 23.969938375100003 20.310401204950004 27.952168727600004 27.198839780950003 11.934972090850001 309.73785348360008 11.950964240300001 79.056799783950012 310.49012963040008 16.118666550000004 103.90352982555002 104.19119484555002 13.809011005350003 82.234557294150008 96.055920542800024 24.891451065550005 24.701534972700003 14.531978590450002
decision_type=2 2 2 2 2 2 2 2 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 6 7 10 -8 -9 11 12 13 -4 15 16 17 -1 -18 20 -20 22 24 -24 -21 -25 27 28 29 -27
right_child=1 2 5 -5 -6 -7 8 9 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 19 21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.071246536576685435 -0.10002339510988163 0.06198359860786027 0.011776343254389997 0.036415823244694494 -0.017752761404129833 -0.056086241853675334 0.094106360815765067 -0.0026235989541797387 -0.014000048311697181 -0.10001569186655733 0.051400567610487669 -0.07541641620511369 0.038151743744040172 -0.046575098117611444 -0.033405822548944003 0.040565745899120001 0.021259452328717239 0.0074033621393543459 -0.10001105011542138 0.0062545339430358201 0.045134082062757069 0.046084908002913857 0.063634420553898743 -0.056252496028466804 -0.07124715260227843 0.0016640989799523208 0.039237806099437715 -0.049405753457110652 0.048778801933591104 -0.059159058661449354
leaf_weight=0.0017594898561787411 0.0015646562696120967 0.0020775469361069545 0.0029826377574667107 0.0013491852951119654 0.0019210336932502514 0.001343219313298504 0.0011236849497890935 0.0011249169657219235 0.0012114702771883756 0.0015811298706571719 0.0018039583423581371 0.0015086692432405395 0.0024983884579441451 0.0023057716928214234 0.00206023633018415 0.0023895653335674885 0.0081675569593296499 0.001150930392007421 0.0014378063297328927 0.0023368664614767656 0.0010164902678742038 0.0017382110555281818 0.0024299962733493876 0.0017592324861652733 0.0025605344809785935 0.095978256402199022 0.0045013830667812718 0.0029628208993273111 0.0027171208385539094 0.0022328154877329079
leaf_count=231 42 25 144 12 25 21 19 28 27 36 18 75 78 66 260 64 201 29 65 119 31 27 19 29 67 993 26 48 22 53
internal_value=-8.03321e-05 -0.00649048 -0.000862372 -0.0292612 -0.0546824 -0.00833015 -0.0043559 -0.0115238 0.0380211 -0.0595293 0.000179915 -0.00976041 0.00296025 -0.0136652 0.0010595 0.00158493 0.000883254 -0.0401443 0.00180291 0.000496833 -0.0398966 0.0013284 0.00066619 0.00218578 -0.0342661 0.00083019 0.00175665 0.000132673 0.00158691 0.000281293
internal_weight=0.161596 0.0243963 0.0195614 0.00483488 0.00348569 0.0174838 0.0161406 0.0138055 0.00233516 0.00270605 0.0110994 0.00929547 0.0077868 0.00528841 0.137199 0.135139 0.13275 0.00291042 0.129839 0.121672 0.0024543 0.119217 0.117479 0.112582 0.0048974 0.110152 0.108392 0.103891 0.100928 0.0982111
internal_count=2900 616 537 79 67 512 491 445 46 64 381 363 288 210 2284 2024 1960 260 1700 1499 96 1403 1376 1190 186 1171 1142 1116 1068 1046
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=15 16 13 0 9 7 2 9 17 13 19 18 9 9 7 7 15 5 15 7 8 9 4 12 19 13 18 0 13 17
split_gain=0.000139513 0.000126859 0.000467048 0.000464596 0.00136891 0.000653024 0.000562369 0.000659109 0.000632579 0.000806521 0.000702622 0.000767868 0.000525732 0.00049895 0.00034033 0.000845861 0.000523061 0.000497721 0.00131422 0.000546046 0.000497433 0.000561423 0.000543715 0.000501732 0.000470659 0.000566427 0.0017172 0.000885388 0.000883313 0.00185654
threshold=50.243466369800011 22.624947093000003 117.70876232545002 86.530713386650021 198.36365860590004 24.252468908850002 188.72314814045004 200.94207221650004 187.45953903175004 117.60122400020002 14.551174033150001 13.086509421050001 186.14781787895004 199.02473417820002 22.580174331950005 22.535351262400003 38.842471172100005 24.301614351200005 43.758818131150008 22.747724408400003 4.9461400813500012 70.238863950400017 225.05241822990004 93.660658182900008 14.651182102100002 117.38883580790001 13.601370067700001 86.692020874450009 117.60122400020002 194.42005702145002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 8 -8 9 -3 11 -10 -11 -14 15 16 20 18 19 -16 21 22 -1 -22 25 26 -21 28 29 -27
right_child=-2 3 -4 4 5 -7 7 -9 10 12 -12 -13 13 -15 17 -17 -18 -19 -20 24 23 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.046321089489603152 -0.036148103516012713 -0.073716038954876301 -0.062544829997403462 0.083534067839473411 -0.031415219776994692 0.032162443726584729 -0.079501002059300774 0.0017868021337848344 0.084847043765650054 0.036811154846894317 -0.012714506654562025 0.013228541763935474 -0.054369836384730974 0.012475285257544318 -0.02775990582578099 0.089559216338789965 -0.063483731041411084 0.042582515516658564 -0.068584934218170704 0.054667483158318923 0.0018959431600962086 -0.066873966711962302 0.016600109750172492 0.063314209348651007 0.0518985795509379 -0.064074306823935057 -0.0015708895774409677 -0.050909017811623561 0.0449619206065748 0.03740647044813341
leaf_weight=0.0016519453715884745 0.0010657463886245546 0.0017932711882404466 0.0012314098837186141 0.0027687229612638475 0.0033219181932508945 0.0031451057570848207 0.0018589210787260278 0.0021525093438876652 0.0025978724028719036 0.0026306246770104735 0.0034738696356342302 0.0035329391550522615 0.0021419457660840635 0.0023328015763208754 0.0075668090726471729 0.0013015045705682118 0.0010204460884892788 0.0023605086770172026 0.003045047288829982 0.0058794468678091674 0.0024468743205403589 0.0011855081153459542 0.008142936394121475 0.0029141681506135164 0.0017260929744224987 0.004113800163412229 0.070939255274706708 0.0053999978440808496 0.0029817242511853692 0.003209001313052795
leaf_count=62 55 19 59 22 19 35 38 35 22 18 34 36 22 33 51 16 10 40 46 34 25 217 202 41 13 33 1597 35 14 17
internal_value=-8.7819e-05 0.000154089 -0.00125819 0.00580828 0.0246952 -0.000495514 -0.00193928 -0.0358825 0.00541943 -0.0137899 0.0232167 0.0435762 0.00133441 -0.0195217 -0.000658679 0.0118039 0.00597515 -0.00282797 -0.00385019 -0.00191415 0.0103125 -0.00187843 0.0059882 0.0352818 0.000160877 -0.00080433 0.00273341 -0.0181092 -0.000920705 -0.0196034
internal_weight=0.159933 0.158867 0.127116 0.0317505 0.00923575 0.00646702 0.0225148 0.00401143 0.0185033 0.00889864 0.00960468 0.00613081 0.00710537 0.00447475 0.125885 0.0186634 0.0173619 0.107222 0.104861 0.101816 0.0163414 0.0109804 0.00979488 0.00536104 0.0942493 0.0925232 0.0768187 0.0157045 0.0103045 0.0073228
internal_count=2900 2845 2512 333 76 54 257 73 184 92 92 58 73 55 2453 573 557 1880 1840 1794 547 481 264 66 1743 1730 1631 99 64 50
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=0 0 13 13 13 13 18 16 17 19 6 7 17 6 3 5 6 9 0 7 9 19 0 0 3 6 16 10 10 10
split_gain=0.000118784 0.000442632 0.000213757 0.000519046 0.000372077 0.000847807 0.000494819 0.000375287 0.000367686 0.000344399 0.000274647 0.00104499 0.000618501 0.000502235 0.000641549 0.000679001 0.000564745 0.000370729 0.000657195 0.00034346 0.000301684 0.000248374 0.000241646 0.000820353 0.000726744 0.00124096 0.000697665 0.000638722 0.001531 0.00199123
threshold=118.45077676945002 114.06859001680002 89.141206231250024 92.138837046750012 92.692659421600013 95.870416931800023 17.327266398450003 12.644970430600003 191.89151741935004 11.350915826550002 10.715250360100002 24.052187734100006 187.07782946595003 11.260263094250002 79.47351079420001 15.941372635650001 13.315311110100001 203.31429194770001 97.835679825150024 22.557405306150006 204.88165762580005 11.150899688650002 94.047642319350018 93.442739239950015 84.968719212850019 14.980350013450002 19.044955464600005 66.697957758300021 66.318885161900013 65.727424373200009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 -5 -6 7 -7 -1 -9 11 12 -11 -12 20 17 -17 -16 -19 -14 -15 -10 23 27 -24 -26 -25 28 29 -18
right_child=-2 -3 3 4 5 6 -8 9 21 10 13 -13 19 14 15 16 22 18 -20 -21 -22 -23 24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.021962659875863752 0.030231461034728815 -0.064580890119385143 -0.058397608483314704 0.047338987279588546 -0.065230175121077025 -0.047269827717610499 0.043123103076422975 0.049165046187527012 0.010972041608442187 -0.042264310189348377 0.049502599582458173 -0.10001016958208653 -0.0036439456675118262 -0.092748760365639796 0.059867984154869616 -0.061739021054817246 0.0023880457454475246 0.067767840594769799 -0.031744252737160715 0.071309513260964477 -0.021663444635745838 0.077260077893268095 -0.0018130585217808735 0.081015331834438375 -0.10002689705446549 0.035799323947236859 0.012102463547667232 -0.023237635846502288 0.064859767620936329 -0.089662781703009231
leaf_weight=0.0011248445378693175 0.0012825473655390931 0.0010647900946588454 0.0015297308569336412 0.0016523877321727989 0.0019887756220803845 0.0016804496343451039 0.0026742998526785291 0.0014258746209776232 0.0010159211562159598 0.0018099550102431408 0.0020735101850277706 0.0013123093580151846 0.0011907953750398548 0.0010051561653341414 0.002883844331790896 0.0014960606098188686 0.08133418827577546 0.0011155593801959185 0.0016382835587989142 0.0012563758134738201 0.0014703682891372694 0.0012741725991105568 0.016202561496611638 0.0022808770530247094 0.0020338265305055369 0.0010050517743280807 0.0041276365774827184 0.010802844978814286 0.003771588166273431 0.0024199129893531781
leaf_count=83 189 93 119 36 143 100 54 23 52 62 22 70 47 24 34 48 1013 12 35 35 44 58 238 23 63 9 34 93 31 13
internal_value=-7.754e-05 -0.000325671 0.000114043 -0.000441182 0.00014731 -0.000376038 0.000501311 -0.000288392 0.0248569 0.000265034 -0.000228664 -0.021993 0.00205675 0.000664848 -9.31975e-05 0.000859036 -0.000666372 0.0348091 0.00856729 0.0348371 -0.0505268 0.0478537 7.05977e-05 0.00196288 -0.0102297 -0.0551049 0.0366295 -0.000296502 0.002535 -0.000271585
internal_weight=0.157944 0.156662 0.155597 0.152182 0.150652 0.149 0.147011 0.144337 0.00341494 0.142657 0.141231 0.00556944 0.00425713 0.135661 0.133588 0.131112 0.125475 0.00563769 0.00275384 0.00244717 0.00247552 0.00229009 0.123978 0.104737 0.0192414 0.00303888 0.00640851 0.0983285 0.0875257 0.0837541
internal_count=2900 2711 2618 2425 2306 2270 2127 2073 193 1973 1950 214 144 1736 1714 1646 1565 81 47 82 68 110 1517 1207 310 72 57 1150 1057 1026
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=7 7 12 3 5 5 8 19 9 15 16 13 8 13 18 5 10 2 13 13 13 18 18 5 16 10 6 2 12 7
split_gain=0.000129666 0.000455435 0.000603278 0.000347986 0.000343089 0.000408614 0.000323607 0.000304374 0.000547781 0.000286985 0.000237764 0.000211537 0.00115437 0.00047302 0.000464063 0.0003871 0.000906445 0.000667647 0.000325527 0.000440621 0.000504106 0.000780257 0.00101955 0.000724138 0.000627788 0.000452538 0.000405969 0.00193637 0.00102012 0.000340055
threshold=20.778835947700006 21.725272673150005 219.23896387120001 103.44111502715002 25.763052016400003 24.779543538450003 8.4434108459500017 13.351077205700003 66.290220196950017 21.850732508700002 14.224966735800002 117.69263157665002 8.543332867800002 117.68187774410002 12.777826849750001 23.606333875400001 62.009286778800011 206.09225218925002 117.64961624655002 117.61735474900001 117.55283175385001 13.1493823129 13.228319457400001 21.495293572000005 22.624947093000003 62.106071271500007 16.435384010100005 153.92068653480001 139.31809447045003 22.597569836950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 9 5 11 -2 -5 -9 10 -1 13 -13 14 -3 18 -17 -18 19 20 21 25 -23 -22 -25 -16 29 28 -28 -24
right_child=1 4 -4 7 -6 -7 -8 8 -10 -11 -12 12 -14 -15 15 16 17 -19 -20 -21 23 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.026247043425091467 -0.10001728843033485 0.057558965981579197 0.027420517760569314 -0.05900994838809806 0.040392755148959784 -0.04986116077826664 -0.03052840229445207 0.044604236256755185 -0.041907010388928502 0.043967038242288849 -0.036769729643172641 0.044325814433180122 -0.042605318689066224 -0.056946033047002881 -0.0057652661734889235 -0.0908135136531662 -0.054486465013847622 0.033002929428755996 0.026785050329794835 -0.03654734909700573 -0.014586423936092212 0.056978203216383166 0.039102335669316014 0.011868163059361978 0.072361325225486897 -0.058159434060539854 -0.024288397082695885 -0.082709056455259541 0.053552940503421881 -0.00011381948770308042
leaf_weight=0.0014173833165689468 0.0011605714962235397 0.0013769020631748665 0.0011116593749083067 0.0010255788060022772 0.0020808608507811013 0.0016580534648582548 0.001586024952353049 0.001569371427333266 0.0013715974752454008 0.0036028298461292518 0.0010366294217991623 0.0048454476435892948 0.0022308141366540468 0.0014850789038973735 0.0029726940462460041 0.001576956190422695 0.0014076508366982488 0.0022932144298248858 0.0044819364302384193 0.0033270360422648073 0.003687330855072446 0.0030972197173468876 0.0022718209231379341 0.0036466755571155085 0.0032395466778325499 0.003700741463489976 0.0037882026420332782 0.0033316955413598137 0.0030303115331662411 0.082799718614731177
leaf_count=56 68 11 48 122 74 55 28 28 88 77 25 37 36 9 23 32 30 24 27 26 26 19 71 21 24 28 30 43 15 1699
internal_value=-7.91104e-05 -0.000833521 -0.0347343 0.0109237 8.54548e-05 -0.00051258 -0.0598909 -0.0121008 0.00425746 0.0260022 -0.00037264 7.78084e-05 0.0169205 -0.000828427 -0.000187503 -0.000805533 -0.0273264 -0.000274294 0.000328997 -0.000668323 0.000364601 -0.00173133 0.000514597 0.0211766 0.0403265 -0.0348204 -0.00132196 -0.0202251 0.0103062 0.000933441
internal_weight=0.156212 0.146188 0.00385826 0.0100234 0.14233 0.140249 0.0027466 0.00396655 0.00294097 0.00605684 0.00245401 0.138591 0.00707626 0.131515 0.13003 0.128653 0.00527782 0.00370087 0.123375 0.118893 0.115566 0.104992 0.098319 0.0105736 0.00688622 0.00667344 0.0952217 0.0101502 0.00681851 0.0850715
internal_count=2900 2504 144 396 2360 2286 96 238 116 158 81 2231 73 2158 2149 2138 86 54 2052 2025 1999 1928 1877 71 45 51 1858 88 45 1770
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=15 15 17 6 16 4 6 9 17 18 7 2 7 13 15 13 19 10 6 2 17 0 10 10 6 16 19 8 5 16
split_gain=0.000131189 0.000108251 0.000738762 0.00181842 0.000314026 0.000417891 0.00081521 0.000589468 0.000296555 0.000875747 0.00052205 0.000517968 0.000316976 0.000265391 0.000901341 0.000488393 0.000529109 0.000444894 0.000765483 0.000690877 0.000286767 0.00116174 0.000703759 0.000599469 0.00154621 0.00072902 0.000684427 0.000495063 0.000392045 0.000588559
threshold=50.243466369800011 42.80317728375001 203.93111730270002 16.395383075500003 22.674946976100003 254.49455531690003 16.555386813950005 192.33792147965002 193.63201810280003 13.583580954200002 23.302979953550004 180.42199898520002 22.446731871300006 117.62810858150002 42.133814420300006 117.60660091645001 14.651182102100002 61.917879202350001 16.495385412050002 112.95519936480001 201.37020668845003 88.576630023850015 63.431481129800005 68.579878449600017 15.925372093750001 19.559954260300003 13.751109481500002 2.2482454915000001 18.895511665650005 18.684956306450005
decision_type=2 2 2 2 2 2 2 2 2 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 13 6 -6 -8 10 -10 11 12 -5 14 15 16 20 18 -15 -20 -1 -22 -23 24 -24 26 27 -25 29 -29
right_child=-2 2 -4 8 5 -7 7 -9 9 -11 -12 -13 -14 17 -16 -17 -18 -19 19 -21 21 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=0.0026955196260520006 -0.035373963322650297 -0.074646543547862335 0.064083039725598465 0.0021408221089569547 -0.074028518143375327 0.023352017308427332 0.037754499350608067 -0.035578552812381516 -0.059308170261323935 0.037958995577251832 0.073053528804734327 -0.03341990854449841 0.062226426368220206 -0.059607657545119597 -0.067070329586570637 -0.061706821845911003 0.049984048197056909 0.037985533405281213 0.088965761504913352 -0.024612855365172159 -0.090835575433446683 0.074491825034995143 -0.09762720351219667 -0.063937514374835289 0.0091579837284787718 0.07074966115939417 -0.075144146993502928 0.001103012985532647 -0.049594302525119045 0.057123881476615845
leaf_weight=0.091819057256976394 0.0010460403294443024 0.0026533555933277381 0.0020449537773856727 0.00163327294347937 0.0026328156745876186 0.0018603582949969777 0.0019309187764520175 0.002535395834144083 0.0016621710151500935 0.0020889852137315756 0.001992845417291722 0.0016503880657645137 0.0018985820297359179 0.0016327708453900414 0.0020108978100026311 0.0012509657025967505 0.0021738814007221654 0.0047398900830586399 0.0010544802584675494 0.001088289042519508 0.001641779392355879 0.0010961259358737143 0.0023405942004046656 0.0010218863631814576 0.0032232942513701346 0.0014239526501569353 0.0012443650035880447 0.0076965883373716348 0.0010439629526750602 0.002479565082580848
leaf_count=1703 55 49 30 15 18 30 18 38 26 23 18 43 27 12 15 12 19 27 14 56 25 9 28 157 34 12 35 303 28 21
internal_value=-7.99913e-05 0.000160419 0.00804923 -0.000388912 -0.00073314 -0.0188365 -0.0298922 -0.00387452 0.017644 -0.00514096 0.029556 0.0128289 0.0344404 0.00052437 -0.00068163 0.000445378 0.00110875 0.0175855 -0.00802505 0.0312804 0.000185093 -0.00974528 -0.00357327 -0.00775263 -0.035764 0.00269999 -0.004485 0.0026973 0.00876615 0.0147533
internal_weight=0.154612 0.153566 0.0156246 0.0135796 0.137942 0.00895949 0.00709913 0.00446631 0.0109262 0.00375116 0.00717509 0.00518224 0.00353185 0.128982 0.120467 0.118456 0.117205 0.00851543 0.00377554 0.00214277 0.115031 0.0232121 0.0215703 0.0204742 0.00556389 0.0149103 0.0134864 0.012242 0.0112201 0.0101762
internal_count=2900 2845 231 201 2614 104 74 56 152 49 103 85 42 2510 2401 2386 2374 109 82 70 2355 652 627 618 62 556 544 509 352 324
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=0 6 6 4 18 17 5 3 3 6 14 9 16 7 2 3 9 6 16 13 13 13 9 16 19 6 6 9 16 13
split_gain=0.00010972 0.000379972 0.000752532 0.000704687 0.0004917 0.000433392 0.000343794 0.000278907 0.000314807 0.000962673 0.000296217 0.000279779 0.000275815 0.00105413 0.00169383 0.00157772 0.00105153 0.000605225 0.000590386 0.000482316 0.000442982 0.0010867 0.00103328 0.000832513 0.000735925 0.00049102 0.000505301 0.000747918 0.00060202 0.00123831
threshold=85.716110573100011 16.525386113000007 16.505385645700006 205.67906899175003 13.042786209850002 188.07781354100004 22.665750084250003 93.770731131900007 93.58791597905001 16.475384944750001 185.55247316590001 193.60452210450003 22.604947139800004 22.708075280250004 136.84471102895003 93.308316333450009 198.36365860590004 15.135353635100001 22.594947163200004 117.64961624655002 117.38883580790001 115.25151159420001 202.64563922830004 22.554947256700004 14.551174033150001 16.445384243750002 15.785368822600002 195.51131808980003 19.974953289850003 113.85351336640001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 12 -10 -9 -11 18 -14 -15 16 -16 -18 19 20 21 24 -23 -22 25 26 28 -28 -2 -30
right_child=7 6 -4 4 -6 -7 -8 10 9 11 -12 -13 13 14 15 -17 17 -19 -20 -21 23 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.10001629306897544 0.0020934476775033082 0.047414528365028713 -0.10002925990260253 0.054486038306491159 -0.021852252992778584 -0.0091671846135723978 -0.0032742675042431828 0.045024735122731994 -0.10001610904560375 -0.02786363425778178 0.0016061406172965373 0.030567573148162247 0.08289696796741336 -0.073730571259956287 0.075065665528915193 -0.048920723895515439 -0.034906103160539055 0.027735140733473856 -0.04932096402577741 0.065025756224402001 0.0105264515751096 0.088675652199998678 0.0096109702911439127 -0.041473405717333302 -0.084063098166205302 -0.049052696680452701 0.074942962843460678 0.0015893512819298808 -0.059584621627271087 0.011967505928009485
leaf_weight=0.0010945199608720065 0.062915878073870835 0.0015563514768522921 0.0011483855506720392 0.0017320547997660418 0.001645194723397421 0.0010093206619785633 0.0095397795638285307 0.0028840115883212994 0.0012665766576558926 0.0015712610206574107 0.0034521161907505871 0.0017126456815015345 0.0018815993171301662 0.0024100162627291857 0.0039231322789419218 0.0029635858572019122 0.0020508678203441377 0.0062211060314893984 0.0024895660474477657 0.0011269104725215575 0.0055339401966225665 0.0026537973353697444 0.0043827083388805477 0.0069398736679291417 0.0010661992908609355 0.0020251421789090332 0.002210761381206793 0.0037439473831568648 0.0049601567272929969 0.0047206039271259215
leaf_count=43 1723 24 24 48 80 11 350 16 28 20 31 22 11 17 30 36 24 51 18 5 35 14 38 45 13 25 16 38 45 19
internal_value=-8.42707e-05 -0.00748156 -0.0264234 -0.0110016 0.0172986 -0.0564313 0.00383538 0.000886234 -0.000121616 -0.025955 0.021369 0.00260981 0.000824725 0.011761 0.00414233 0.016523 0.0324268 0.0122045 -0.00120557 -3.44085e-05 -0.000759221 0.00172273 0.03943 -0.0184039 -0.00152713 -0.000435007 0.000818412 0.0288228 -0.00147864 -0.0246938
internal_weight=0.152832 0.0177256 0.00662948 0.00548109 0.00337725 0.00210384 0.0110961 0.135106 0.12877 0.00455048 0.00633613 0.00328391 0.12422 0.0194503 0.0175687 0.0151587 0.0121951 0.00827197 0.104769 0.10228 0.101153 0.0886792 0.00703651 0.0124738 0.0816427 0.0805765 0.0785513 0.00595471 0.0725966 0.00968076
internal_count=2900 580 206 182 128 54 374 2320 2273 70 47 42 2203 169 158 141 105 75 2034 2016 2011 1931 52 80 1879 1866 1841 54 1787 64
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=18 17 5 7 9 7 12 18 8 6 8 9 12 15 16 19 2 8 7 7 7 17 7 17 17 17 6 6 3 2
split_gain=0.000108072 0.000202223 0.000325161 0.000230749 0.0003784 0.000357457 0.000527423 0.000328313 0.000304848 0.000326108 0.00023779 0.000402039 0.000191082 0.000609983 0.000835588 0.000697504 0.000495414 0.000429632 0.000310447 0.000307236 0.000907137 0.000743981 0.000595913 0.000987168 0.00066379 0.000661051 0.000547784 0.000991382 0.00090113 0.000592594
threshold=11.257534840550003 166.83257850275001 20.608876568850004 20.778835947700006 50.838950466700005 21.725272673150005 219.23896387120001 12.600821109300002 9.5425530862500008 17.765415086100003 4.9461400813500012 66.290220196950017 92.695913642950003 27.576031546750006 18.714956236300004 12.651020723000002 71.847610775600018 8.9430209551500024 23.147601011700004 23.124786352450005 23.147601011700004 196.27545234990001 22.913946662950003 191.06791329340004 193.27174326030004 189.90635174060003 16.575387281250006 16.525386113000007 93.915907870950022 98.229281563700013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 12 11 -6 13 14 15 -7 -14 19 -15 21 -21 22 24 25 26 -24 27 28 29 -18
right_child=1 3 -4 5 10 8 -8 -9 -10 -11 -12 -13 16 18 -16 -17 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.028618843504785909 0.008628656934959537 0.067816087949173015 -0.062975246202740101 -0.026900102314170685 0.018741441729110093 0.04011808120353743 0.026606456808354242 -0.10001588609721666 0.044169593775218403 -0.050051332025043152 0.044582459801544717 -0.045428196949704708 0.037781991825757408 -0.013539410187304863 0.075819038345679046 -0.05583198709973565 0.03338060509913731 -0.05820302546303361 -0.061597046862802624 0.076927290395721715 0.002478553898046043 -0.051026120854394598 -0.038473982189219914 -0.08079701331837108 0.057101126092888754 0.037570924456918287 -0.041311957778386296 0.052774315973289444 -0.075897134004648703 -0.010740756595838584
leaf_weight=0.0013008545786314376 0.0012294050327648761 0.0012523191753128831 0.0013099382041153323 0.0015139437936202418 0.0026906802902715299 0.0013022402011668432 0.0010883538399353854 0.0010332982716818595 0.0015523541827415768 0.0013099253702302241 0.0012851428767572948 0.0015324227804811782 0.00358695344033677 0.0028770153785444563 0.0014677222065984097 0.0018115911728888157 0.0044164913593665077 0.0012521256415307649 0.0025229877619921126 0.0016698409284572327 0.082361320067669969 0.0034868215739653615 0.0023282835167978012 0.0023574970901671074 0.0022217406525015795 0.0022457152533473801 0.0028317526030604894 0.0036454585488545624 0.0016132142307423601 0.0097962530736360465
leaf_count=72 130 17 123 23 38 26 44 58 23 43 21 123 28 25 9 31 34 31 22 12 1607 37 32 34 21 9 23 29 45 130
internal_value=-7.98346e-05 -0.000329397 -0.0283087 0.000153754 0.0181988 -0.000715818 -0.0316631 -0.0565598 0.000107496 -0.000398777 0.00691815 -0.00454357 8.7348e-05 -0.0132226 0.0136155 -0.0157046 0.00116036 6.77575e-05 -0.0359929 0.000681018 0.00395798 -0.00719938 -0.00234135 -0.0282311 0.00497587 -0.0011379 -0.000216607 0.00575994 -0.00506967 0.00296959
internal_weight=0.150894 0.149593 0.00253934 0.147053 0.00676057 0.140293 0.0036356 0.00254724 0.136657 0.135105 0.00550825 0.0042231 0.133795 0.00998156 0.00458155 0.00311383 0.123813 0.120227 0.0054 0.118974 0.0840312 0.0349432 0.0314564 0.0069315 0.0245249 0.004574 0.0223032 0.0194714 0.015826 0.0142127
internal_count=2900 2828 253 2575 199 2376 125 81 2251 2228 182 161 2185 113 66 57 2072 2044 47 2013 1619 394 357 75 282 41 261 238 209 164
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=7 7 18 3 10 18 3 10 15 17 9 13 7 6 16 4 18 5 5 17 18 7 17 17 13 9 7 13 5 2
split_gain=0.000118408 0.000660864 0.000432542 0.000716191 0.000797373 0.000606483 0.000750882 0.00140155 0.0010217 0.000535369 0.000491674 0.00126525 0.000467631 0.000447109 0.000445596 0.000419214 0.000391788 0.000604407 0.00132919 0.000575355 0.00104255 0.000734619 0.00105701 0.000751957 0.000622893 0.000675945 0.00132303 0.00188985 0.00128373 0.00107759
threshold=24.390191290350007 24.575790737200006 14.322090334300002 85.898925725950008 70.96454081135002 14.194363735100003 86.302194445500007 69.276189105400007 27.838459342350003 199.30127897920002 199.21354841250005 101.27690623215001 22.620341628000002 14.785345457250001 12.024971880400001 331.03504650000008 13.954623666350001 19.221712148250003 17.886193876600004 188.07781354100004 13.042786209850002 22.535351262400003 186.83097010915003 185.01807150455002 117.64961624655002 195.39349636155001 23.031046061850002 116.67639440335002 21.269675393700002 182.48209946165005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 8 16 12 -5 11 14 -1 -7 -6 -16 17 18 -8 20 21 22 -19 -23 25 29 -27 -28 -29 -21
right_child=1 -3 3 9 10 13 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18 19 -20 24 -22 23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.017244511792287913 -0.044256930933907777 -0.000682269514434544 -0.070959033727167775 0.091459624140263429 -0.031661625765923636 0.0025305112011752059 -0.021782452505036416 -0.086500820225205208 0.067738507431877301 0.021616059384995695 0.064366483861521634 -0.10003401501342644 -0.063783888590588478 -0.066668670267784766 -0.0058592410189245471 0.072670772265605643 -0.028641580474471257 -0.00065244561478618862 0.091339987144590365 0.028142426652031833 -0.051468910709783648 -0.015049803489931493 -0.078280823285808127 0.078867166713690651 0.030336079747770667 -0.05215537029508658 0.085514985296781587 -0.072983435544093242 0.005418986783785832 -0.033171535815484543
leaf_weight=0.0022490575681795013 0.0038031701503456949 0.041026014615881269 0.0012840089421928269 0.0019023518554655014 0.0010235134190392792 0.0015489909526308901 0.0019306135125418808 0.0018992026548805959 0.0037905952121732867 0.002593999687174775 0.001553162088754334 0.0010100090563298636 0.0010423368629517427 0.0023506415564584771 0.0010528243817731209 0.0019184598984551826 0.0043812460687722146 0.013162467696245017 0.0022483359172484896 0.013754702212318559 0.0053675670354407642 0.0014604631762194361 0.0020237168972307993 0.0020480160672004533 0.0088255791862899002 0.0057467797691104225 0.0024044098281592588 0.0026561561186326807 0.0097704218456260358 0.0036209566438084378
leaf_count=72 77 1265 27 38 50 37 23 32 25 41 17 32 20 17 38 37 53 402 21 95 97 22 18 26 89 50 12 19 82 66
internal_value=-7.89821e-05 -0.00437901 0.00176355 0.0193483 0.001105 -0.00058757 0.00111529 -0.00160511 0.0323453 0.051166 0.0152147 -3.87926e-05 -0.00841601 -0.0391817 0.0252431 0.044845 0.000425507 0.00212305 0.0390791 -5.69978e-05 -0.0126226 -0.00146911 -0.0109972 0.0397727 0.0064065 0.00084198 -0.0114212 0.00436272 -0.0113394 0.0153651
internal_weight=0.14945 0.0448292 0.104621 0.0123383 0.00784198 0.0922823 0.0883826 0.0813006 0.00708199 0.00449635 0.00655797 0.00500481 0.00329139 0.00389963 0.0039948 0.00297128 0.0794014 0.0750202 0.00417895 0.0708412 0.0240622 0.0186947 0.0151862 0.00350848 0.046779 0.0379534 0.0205778 0.014831 0.0124266 0.0173757
internal_count=2900 1342 1558 280 201 1278 1224 1107 117 79 174 157 92 54 125 75 1075 1022 44 978 565 468 420 48 413 324 163 113 101 161
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=15 12 18 13 8 5 9 9 9 0 2 17 9 9 18 16 17 17 4 2 6 9 15 5 17 12 4 4 17 2
split_gain=0.000114073 0.000116951 0.000654339 0.000459429 0.000753353 0.000299074 0.000237446 0.000294434 0.000373569 0.000356472 0.000224045 0.000258897 0.000455267 0.000744855 0.000704923 0.000444936 0.000363995 0.000309933 0.00100358 0.0012364 0.00075636 0.00118937 0.000220914 0.000625839 0.000220712 0.000782497 0.00136054 0.00121276 0.000779472 0.00060992
threshold=50.243466369800011 327.98456567570003 13.954623666350001 115.02030419500001 5.445750190600001 32.00428233840001 220.61915514650005 215.80505313260002 217.37165979795003 98.031937268650012 300.91297426285007 206.58076374065004 201.78065190905002 210.97856947250003 17.166139419800004 18.764956119400004 205.32027903760002 201.37020668845003 178.77399478955002 123.36062304850002 16.135377000500004 201.2906445504 24.754529292950004 19.731257453750004 197.57625617845002 189.99418254885003 195.32149859550003 169.46043282405003 196.91396350930003 193.30716668855004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 10 -9 -10 11 16 14 15 -13 -14 17 24 -19 -20 21 -21 -8 -24 28 26 27 -26 -1 -27
right_child=-2 2 3 -5 -6 -7 22 8 9 -11 -12 12 13 -15 -16 -17 -18 18 19 20 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.0014546031806144037 -0.033327153398174547 -0.076564597614254257 0.012279042361685316 0.038996185195988478 -0.092528701383788076 0.05177241685647295 -0.062060349185398427 0.080777253672126847 -0.031843362754874094 0.043580463759099852 0.039802732516394185 -0.10001501767020593 -0.01222970368282395 -0.063958765982717339 0.0031040089138304923 0.060701750794591759 0.041257421264081884 -0.10002887217692975 0.057389689594561921 -0.076567317294162815 -0.065221243057377129 0.059640173774711869 0.046348134831020231 -0.045500021060805841 -0.036211402079439167 0.06459186810417121 -0.057311307350805321 0.063006950791119759 -0.049892367852540261 0.011075699755256269
leaf_weight=0.090104425426555751 0.0010241635358922965 0.0012949992604101004 0.002135291272379547 0.0021024738023243117 0.0010103232557606145 0.0011406006776986102 0.0010794188976595001 0.0010151728024088138 0.0011588214767130345 0.0013644349657275234 0.0014213879113880159 0.0014058518987858362 0.0016218905946354667 0.0012934935266208925 0.0012544610491058705 0.0017274490237824125 0.0022029986269558313 0.0012674395201269792 0.0023098623748207814 0.0010298721941154332 0.0028855871146333811 0.0016981920561169872 0.0012186649055792032 0.0018961145961859938 0.0020488599504204751 0.003608626354164814 0.0035117514423623764 0.0030897774350080454 0.0030567497937354906 0.0051960856537192363
leaf_count=1551 55 55 119 37 78 44 81 30 37 38 41 59 51 39 79 19 28 17 28 64 23 24 22 34 20 32 56 24 34 81
internal_value=-6.96587e-05 0.000163395 -0.0129033 0.00280557 -0.0213836 0.000775798 0.000355723 0.0010876 0.0295512 0.00894159 0.000317212 -0.000116805 -0.0184056 0.000494028 -0.0513896 0.0253853 0.000977904 0.00023725 -0.0174078 -0.00419175 -0.0295308 0.00822045 -0.0230746 -0.00956421 0.00170335 0.0120229 -0.00933804 0.0234469 -0.000230163 0.0330094
internal_weight=0.147175 0.146151 0.00654309 0.00524809 0.00314561 0.139608 0.138467 0.134273 0.00353843 0.00252326 0.130735 0.129313 0.00730315 0.00464283 0.00266031 0.00334934 0.12201 0.119807 0.00919095 0.00792351 0.00561365 0.00272806 0.0041942 0.00311478 0.110616 0.0174551 0.00865039 0.00513864 0.0931612 0.00880471
internal_count=2900 2845 289 234 197 2556 2512 2375 105 75 2270 2229 247 109 138 70 1982 1954 156 139 111 88 137 56 1798 213 100 44 1585 113
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=10 16 10 15 9 16 15 19 6 4 5 6 6 5 0 9 9 0 17 2 0 5 4 10 3 0 10 5 6 9
split_gain=0.000111771 0.000225789 0.000524771 0.000481668 0.000476882 0.000320922 0.000224243 0.000622284 0.000334893 0.000322553 0.0002974 0.000716432 0.000748925 0.000609314 0.000385514 0.000779477 0.00108995 0.000778289 0.00120607 0.000846627 0.000740182 0.000683778 0.000543088 0.000416924 0.00138696 0.00132795 0.00121857 0.00076262 0.000385019 0.000699155
threshold=90.988176966900014 9.6249774926000011 89.264875305300009 15.42678483595 69.316127036200015 12.594970547500003 17.183237161800005 11.150899688650002 5.0951190466500007 253.68334227400001 15.299679811400003 13.665319288000001 13.775321858200002 16.579584939650001 94.047642319350018 206.50942114985003 214.22994816675003 94.964406541850011 192.15389660515004 106.46918899020001 93.442739239950015 18.310380701750002 169.46043282405003 66.697957758300021 89.227236891450005 92.031298721500022 65.727424373200009 19.500380888400006 13.735320923550001 210.97856947250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 -5 28 13 -13 -12 20 17 -17 18 -16 22 23 -22 -19 24 -14 -25 27 -26 29 -10
right_child=-2 3 -4 6 -6 -7 7 8 10 -11 11 12 14 -15 15 16 -18 19 -20 -21 21 -23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.054189842415955529 -0.029483237942025634 -0.082984164777817879 0.077628525510933064 -0.018922404033176871 0.042162645705817181 -0.013574525181030268 -0.066112743924736511 -0.050198605890935992 0.021702551732299583 0.045344047156889999 -0.10001128513233476 0.055650070639198079 0.056343052969101685 -0.016303070956255116 0.02319818808689058 -0.10001818892523116 0.0018154699984313898 0.016794930313042009 -0.10001880448112184 0.045408935944871824 0.062744462770010834 -0.0071306954870340019 -0.045334380089442072 -0.079988822296258782 0.063893014299441442 0.0030310571342492144 -0.086257641990210077 -0.00074587725416998881 0.073458721434971355 -0.038248084913693421
leaf_weight=0.0010033246003131038 0.0012808857062768233 0.0011217858617334387 0.0012342151050305228 0.0011425791277092914 0.001052538454517804 0.0016399597133433621 0.0014194112443023368 0.0012927254171505856 0.010074488284438132 0.0024676010032565476 0.001246435749291396 0.0024380671970902759 0.0044710961501550619 0.0028760011587487533 0.0014388229141886278 0.002206216170732348 0.0020073772736056983 0.0028715540015014085 0.0017735976264354747 0.0042678906079902657 0.003697201746490463 0.0022543961418959313 0.002758499752417265 0.0026550416017517842 0.0018734975456027305 0.0070236702323711597 0.0016395677480185436 0.070865024095756318 0.0010398674348834911 0.0024108004295744232
leaf_count=62 319 125 19 48 35 51 82 170 189 68 54 32 41 93 13 76 52 25 53 41 25 32 25 50 13 40 13 960 9 85
internal_value=-7.35967e-05 0.000187526 0.0260839 -0.000416852 -0.00486034 -0.0417678 0.000409424 -0.000250247 0.000451695 0.0250045 0.00094815 -0.000657044 0.000820849 -0.0416126 -0.000374797 -0.014088 -0.0515041 -0.00206264 -0.0448307 0.0118179 0.00213968 0.0362766 -0.0136459 -0.000155293 0.00224906 -0.0197428 -0.00100269 0.000919001 0.0149958 0.0101266
internal_weight=0.145544 0.144263 0.00329008 0.140973 0.00205586 0.00276175 0.138211 0.134601 0.133182 0.00361018 0.131889 0.118364 0.114242 0.00412244 0.111803 0.017324 0.00421359 0.0131104 0.00321242 0.00989794 0.0944795 0.0059516 0.00563005 0.0885279 0.0788492 0.00967871 0.0743781 0.0727385 0.0135252 0.0124853
internal_count=2900 2581 116 2465 97 176 2289 2173 2091 116 1921 1638 1491 147 1459 285 128 157 66 91 1174 57 50 1117 1027 90 986 973 283 274
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=7 7 12 8 3 6 15 9 9 7 17 19 13 13 13 19 13 18 13 6 6 17 6 12 5 19 10 18 15 15
split_gain=0.000101594 0.000337621 0.000394337 0.000324353 0.000272407 0.000242407 0.000235174 0.000240057 0.000199925 0.000194292 0.000175982 0.000172339 0.000338164 0.000416312 0.000794897 0.00072477 0.000587566 0.000466838 0.000453472 0.000387804 0.000757591 0.000936651 0.00081374 0.000673496 0.000457522 0.000391087 0.000394532 0.000565887 0.000326604 0.000833329
threshold=20.778835947700006 21.725272673150005 219.23896387120001 9.5425530862500008 103.44111502715002 17.765415086100003 21.850732508700002 60.983947735000008 66.290220196950017 19.771475517600006 180.67147619190004 10.250827068050002 85.737618238150006 95.870416931800023 92.692659421600013 11.550931964450003 96.429616222950017 16.158105979900004 98.238948544700023 12.26528657645 13.665319288000001 199.41622983390002 13.775321858200002 289.83283797175005 15.299679811400003 12.250988447150002 70.343506983200015 16.946027197700001 23.969938375100003 21.981714531400005
decision_type=2 2 2 2 2 2 2 2 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 10 5 6 11 7 -1 -6 -8 -2 -3 -13 14 15 -14 -15 -17 -18 23 21 -21 -22 25 -23 -20 -27 -28 29 -24
right_child=1 3 -4 -5 8 -7 9 -9 -10 -11 -12 12 13 16 -16 17 18 -19 19 20 22 24 28 -25 -26 26 27 -29 -30 -31
leaf_value=-0.029861567828665683 -0.077615985593918635 -0.029862609529592937 0.020181611670098146 0.045491666305301645 0.012550390834275197 -0.045019235358156509 0.062695638155945907 0.035079484772301495 -0.033786374522310723 0.014531660939120148 -0.023632479946309015 0.040490510299714164 -0.063358353628294103 0.072350139349050685 -0.10001076794356412 0.066831086143144591 -0.047137693229879679 -0.023102364107261339 0.061099517620887271 -0.10001542587568382 0.058449228562482261 0.032504653777592471 0.0056738704439379256 -0.043849182250658286 -0.051418672535154412 0.059947544003428881 -0.0463355592008972 0.048812891292347969 0.0010559019470914872 -0.077694636067733247
leaf_weight=0.0012752322306797291 0.001349632747203725 0.0019156683049962311 0.0010353126754416922 0.0015507774819263345 0.0018286602239534493 0.0012124273320863735 0.0018238686048221986 0.0010281351228822455 0.0018971696650816991 0.0015487629798498492 0.0010928615782056506 0.0020652261106526423 0.0013906884212170336 0.0011389171694489155 0.0011890453494654563 0.0013276108380146923 0.0019913322274809344 0.0010211584420357633 0.0030579058071822235 0.0016797380546506166 0.0024169641151274837 0.0014746320468930207 0.0032869649477789134 0.0013080619571810559 0.0011610749768347084 0.0012276164584363869 0.0015831582465722915 0.0010328637762668791 0.095913545918471524 0.001887472885911734
leaf_count=45 66 283 48 23 35 43 24 36 203 53 30 115 111 26 115 22 90 76 34 61 32 23 37 59 41 10 107 22 1002 28
internal_value=-8.39269e-05 -0.000787383 -0.0315388 3.00524e-05 0.00996536 -0.000515273 0.0237563 -0.000874365 -0.011044 0.040578 -0.0534618 -9.39572e-05 0.000358085 -0.000309845 -0.0287906 -0.00614453 0.000868128 0.0277313 0.000178319 0.000990367 -0.000604895 -0.0416569 0.00110669 0.0219416 -0.00446504 0.0344111 0.0131784 -0.00876883 -0.000264338 -0.0247364
internal_weight=0.143712 0.134311 0.00347781 0.130833 0.00940183 0.129282 0.005676 0.00230337 0.00372583 0.00337263 0.00244249 0.12807 0.126154 0.124089 0.0049285 0.00373946 0.11916 0.00234877 0.118021 0.11603 0.10782 0.00431545 0.103505 0.00820961 0.00263571 0.00690154 0.00384364 0.00261602 0.101088 0.00517444
internal_count=2900 2504 144 2360 396 2337 158 81 238 77 96 2294 2011 1896 324 209 1572 98 1546 1456 1224 125 1099 232 64 173 139 129 1067 65
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=6 18 6 8 8 10 10 6 18 16 10 6 3 5 6 19 6 18 2 0 9 9 15 0 2 0 6 10 15 10
split_gain=0.000112581 0.000834261 0.000370802 0.000418089 0.000264632 0.000641718 0.000525643 0.000567314 0.000462579 0.00059287 0.000422822 0.00076194 0.000325292 0.000396189 0.000304508 0.00102378 0.000708115 0.000372717 0.000238679 0.000213065 0.000619357 0.00113843 0.00102105 0.00116543 0.000856357 0.000615822 0.00069585 0.000349655 0.00120384 0.00117132
threshold=3.6650856341500009 16.433295803950003 4.3151008216500015 1.6487133604500002 2.5480115570500002 83.715897724050009 84.600400448950026 6.9451622726000011 17.327266398450003 12.644970430600003 80.371455809750003 10.715250360100002 79.47351079420001 14.72856291645 13.565316951450002 13.551093343600002 13.775321858200002 15.453654363050001 200.56137765870002 94.047642319350018 206.08249486475003 214.22994816675003 28.777417478550003 95.002044955650021 106.46918899020001 93.442739239950015 14.855347092800002 66.697957758300021 28.129673635100001 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 6 8 7 -5 9 -6 11 -11 -13 -14 15 -15 17 -16 -10 25 22 -22 24 -24 -21 27 -27 29 -29 -18
right_child=2 -3 3 4 5 -7 -8 -9 18 10 -12 12 13 14 16 -17 19 -19 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.027223807733151192 0.051702022464725508 -0.076752764891511213 -0.054282050575354159 -0.053128776802766134 -0.054781352842134194 -0.066849897344058301 0.077669966198574816 0.028745682091290053 0.074142352838928269 -0.069911675010482885 0.040387925802566442 -0.035622926402901239 0.050207153716348457 -0.086400793544287563 0.012626945513174151 0.031451679707378964 -0.00053947490756224125 0.088490247967056637 0.011454212612714551 -0.0037734566728665798 -0.08498680682729276 0.013748593345795283 -0.10002115204614111 0.017631353732918069 0.060056938121383713 -0.0095949333785712923 0.061260844081560163 0.041896714328056035 -0.039365572521357022 0.060748939744032532
leaf_weight=0.0017414941204725023 0.0013913738745852658 0.0013856696098173416 0.0014138066454101586 0.0012028372154970759 0.0019879004160826266 0.0014421153972244685 0.0012940993181496108 0.0028551881462259843 0.0012402136622995377 0.0015648684455444864 0.0025721025777798437 0.0024672412325159728 0.0016180652465749281 0.0015759367541146726 0.0012229784211825736 0.001384826004198203 0.075623619219442328 0.0013765465576711655 0.0011902361522544425 0.0059910941169505245 0.0026242469301988409 0.002104084445600285 0.0018194468526573368 0.0015671333457499825 0.0032377201581539339 0.002283378180260697 0.0035267157125886683 0.0024601464274407459 0.0070391997247014615 0.0032524225161978384
leaf_count=57 121 281 92 34 151 211 21 58 19 62 41 67 28 72 25 19 1019 23 35 49 85 50 54 27 22 29 28 28 61 31
internal_value=-8.44527e-05 -0.018849 0.000336705 -0.000181413 0.000378837 -0.000510483 0.0221747 0.00447732 0.000226964 -0.000598128 0.000261415 -0.000579467 0.000315899 0.00106286 0.000383732 -0.0312781 0.00120511 0.0527994 0.0434428 2.55172e-06 -0.0101829 -0.04105 0.00138624 -0.0455777 0.01862 0.00187815 0.0334144 -0.000195144 -0.0183202 0.00198773
internal_weight=0.142457 0.00312716 0.13933 0.137938 0.136524 0.131172 0.00535212 0.00405803 0.12973 0.1273 0.125312 0.12274 0.121175 0.118708 0.117089 0.00296076 0.114129 0.00259952 0.00243045 0.111529 0.0173437 0.00472833 0.0126154 0.00338658 0.00922881 0.0941855 0.00581009 0.0883754 0.00949935 0.078876
internal_count=2900 338 2562 2441 2349 2236 113 92 2025 1971 1820 1779 1717 1650 1622 91 1531 48 54 1483 287 135 152 81 71 1196 57 1139 89 1050
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=17 17 7 17 2 2 2 17 6 18 5 9 9 12 14 2 5 12 15 16 9 15 17 17 16 5 17 13 17 17
split_gain=0.000117233 0.000218344 0.000256265 0.000237545 0.000216303 0.000269709 0.000260826 0.000269894 0.00024341 0.000422807 0.000207441 0.000468428 0.000382466 0.000285016 0.000357995 0.000254744 0.00100176 0.000448039 0.000331228 0.000267024 0.000747769 0.000427816 0.000566553 0.000429673 0.000361642 0.000347726 0.000304224 0.000302079 0.000456903 0.000412473
threshold=242.64190980425005 220.68978861510001 27.698174638300006 218.56744384050003 357.36576196840008 339.55821382900007 323.30468295165002 208.12573104970002 15.955372794750003 15.502113896900001 29.040033326300005 220.61915514650005 215.80505313260002 327.98456567570003 386.55805551320003 270.91232589630005 23.442459712300003 275.00831105065009 46.574831689400007 12.594970547500003 34.331904962550006 17.183237161800005 171.87233581170003 174.35320691475002 16.294961895300002 11.848158554650002 181.85746889350003 101.53768667075001 179.88087463185005 182.28951942140003
decision_type=2 2 2 2 2 2 2 2 2 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 10 9 -9 11 12 13 14 15 17 -17 18 19 20 -1 26 24 -24 -23 -25 -21 -27 -29 -30
right_child=-2 2 -4 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 23 25 -26 27 -28 28 29 -31
leaf_value=0.037800385673755661 0.027539107197890857 -0.060013986712581173 0.0059078469889097263 0.045725515181151276 -0.040782834259930428 0.04358522232693026 -0.049692075712109762 -0.086365912998372096 0.016922788658056836 -0.0098631184535503055 0.022627094988585464 -0.04795381781925849 0.039207886908171889 -0.047759386965711206 0.04199496763936747 -0.1000235707604565 0.023354889302847709 0.058545749478542602 -0.050398752545115444 0.081273898419397334 -0.064827905810861244 -0.086694989549597049 0.047429680419176515 -0.041363511969576383 -0.018258261940410248 0.02872896067880339 0.013641505537083513 -0.039181718507570684 0.03882419950474348 0.00049560028509254886
leaf_weight=0.0011002523746283057 0.001519788247305697 0.0013124056622206828 0.0010708701804492682 0.0011334990877749354 0.0013035385831005322 0.00141449887384723 0.0010611561477893708 0.0011778310779035897 0.0010235601180346166 0.0018683746329419826 0.0042451545760701362 0.0019921164140486161 0.0025558897836620012 0.0012308816225550237 0.0020539214083939985 0.0011700352921524314 0.0015040320714101666 0.0013187316682277119 0.0012933093169383283 0.0010876878849801477 0.0020014020427506257 0.0010737182315139334 0.0020171112525586557 0.0019173408196847532 0.0027491746212939261 0.0039493158169143774 0.0017118555469686214 0.0028150487001536986 0.0029011727189178762 0.087134581349967155
leaf_count=106 55 58 74 22 78 57 64 25 24 126 140 64 72 42 90 36 24 30 73 23 260 59 22 154 115 53 38 54 29 833
internal_value=-8.41528e-05 -0.000385769 -0.0303935 0.000136994 -0.000243885 0.000149393 -0.000312722 8.45653e-05 -0.025267 -0.0394433 0.000891739 0.000145083 0.000933159 0.000111296 0.000611498 -0.000122862 -0.0306292 0.000598598 -8.52085e-05 0.000503889 -0.0284225 0.0013396 0.000306652 0.00174065 -0.0374798 0.000807081 0.0399183 0.00164236 0.000490262 0.00173064
internal_weight=0.140708 0.139188 0.00238328 0.136805 0.135672 0.134368 0.132954 0.131892 0.00406977 0.00304621 0.127823 0.123578 0.121585 0.11903 0.117799 0.115745 0.00267407 0.113071 0.111752 0.110459 0.00310165 0.107357 0.104557 0.100735 0.00382289 0.0987175 0.00279954 0.0968001 0.0928508 0.0900358
internal_count=2900 2845 132 2713 2691 2613 2556 2492 175 151 2317 2177 2113 2041 1999 1909 60 1849 1819 1746 366 1380 1319 1145 174 1123 61 969 916 862
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=6 18 6 8 9 2 16 16 19 13 19 6 6 5 16 6 8 15 10 16 7 15 5 13 0 5 10 10 9 10
split_gain=0.000110078 0.000708981 0.000301751 0.000327298 0.000258238 0.000443421 0.000713271 0.000340187 0.00055881 0.000395191 0.000378861 0.000274293 0.000529753 0.000510384 0.000601013 0.000361969 0.000417255 0.000605698 0.00032488 0.000726722 0.000268282 0.000175878 0.00051885 0.00112829 0.000593113 0.000478297 0.000866577 0.00160318 0.000703687 0.000582194
threshold=3.6650856341500009 16.433295803950003 4.3151008216500015 1.6487133604500002 50.838950466700005 223.36808516470003 18.474956797500003 13.534968349350001 11.850956171350001 99.19872809730002 10.550851274900003 13.665319288000001 13.775321858200002 13.697488545350001 18.844955932300003 8.1951914793500027 7.3442686056500008 24.200063469100005 76.919475570250015 15.504963742650002 24.437987282900004 23.707353846250005 16.222050829800004 104.51649827935002 86.001087134900004 17.671168838450004 70.026268923800004 71.52105164435001 199.82130058355003 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 6 -5 10 9 -9 -6 13 -13 15 18 -10 -17 -18 -15 -20 -12 22 -14 -24 -25 26 -23 28 -28 -27
right_child=2 -3 3 4 7 -7 -8 8 11 -11 20 12 21 14 -16 16 17 -19 19 -21 -22 25 23 24 -26 29 27 -29 -30 -31
leaf_value=0.023731141355063389 0.047887028065180449 -0.0744295603368446 -0.048902069827250087 -0.058092333115532281 0.0072322966548437652 0.067167595056718557 0.056155769804705651 0.085084586816066829 -0.044286569231691587 0.012556799464251277 -0.019703622897113096 0.048517643443901415 0.024893271970193365 -0.090782023493571687 0.012802516434045261 0.076382525711557236 -0.039380212677889284 0.059651817569562893 -0.093718180842342777 0.018215666057279256 -0.080924213196403749 0.065136469268308614 -0.10002303469971019 -0.044657671303495343 0.052859292583947073 0.00024336273705690485 0.0011106839580084062 0.055132392443403823 -0.10002771552060169 -0.048330464387502409
leaf_weight=0.0016879596012060591 0.0013213240310120935 0.0013044026598460629 0.0013623067453178697 0.0011275919915431911 0.0019822965414758964 0.0015513580269725935 0.0010603085975162685 0.0012817177666874921 0.0010030023125331411 0.0018153094464556929 0.0014641401207028007 0.002298332582540751 0.0020490942630999745 0.0016756380796285469 0.0017679132044179369 0.001058964232896642 0.001489456262309119 0.0010550819279160351 0.0010707043005453443 0.0012656578280179076 0.0014005018993223928 0.0031681234522693558 0.0016760556411115901 0.001199919855565541 0.0012988027213846065 0.092296903719022522 0.0012668562551425566 0.0026344052582985 0.0015054094318820432 0.0025353166246891981
leaf_count=57 121 281 92 50 143 22 6 21 36 39 103 33 21 109 30 13 53 12 40 33 153 17 33 110 12 1098 21 29 20 92
internal_value=-8.49176e-05 -0.0190582 0.00033046 -0.000133762 0.000362043 0.0262723 -0.00272499 -0.000381742 0.000622913 0.0425727 -0.0263768 -0.000439254 0.00100328 -0.0159848 -0.0357745 0.00884603 0.023635 0.001683 -0.0571803 -0.0330812 -0.0496339 7.17958e-06 -0.016319 -0.0365471 0.00603035 0.000989821 0.0236071 -0.000727717 -0.05381 -0.00105525
internal_weight=0.139675 0.00299236 0.136682 0.135361 0.133999 0.00373926 0.0021879 0.13026 0.125413 0.00309703 0.00484694 0.122316 0.111929 0.0103864 0.00577991 0.0046065 0.0036035 0.00254454 0.004012 0.00233636 0.00286464 0.109631 0.00622387 0.00417478 0.00249872 0.103407 0.00857479 0.00540667 0.00277227 0.0948322
internal_count=2900 338 2562 2441 2349 78 56 2271 1872 60 399 1812 1486 326 212 114 78 65 182 73 256 1453 176 155 122 1277 87 70 41 1190
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=10 18 17 16 10 15 18 7 5 13 17 17 9 5 9 8 10 5 19 10 3 10 7 5 16 0 16 15 15 2
split_gain=0.000105282 0.000231015 0.000245254 0.000324332 0.000216477 0.000558349 0.000338625 0.000558827 0.000347907 0.000303751 0.000259495 0.000246166 0.000283532 0.000424955 0.000371221 0.000249055 0.000243507 0.000239417 0.000448723 0.000289669 0.000663202 0.000371054 0.000605867 0.000305478 0.000508722 0.000325242 0.00101138 0.000330205 0.000611605 0.000570164
threshold=90.988176966900014 18.645258535250004 220.68978861510001 17.844958270700005 89.619751778500017 12.066969111850002 16.873483924050003 26.709562027450005 5.2595069053500012 98.362617618700014 212.33270692945004 208.12573104970002 219.38617924735004 26.429611911700004 215.80505313260002 8.3434888241000014 66.447931152150019 11.848158554650002 12.651020723000002 78.220689305400015 80.941408933400012 78.677727187550019 24.437987282900004 16.222050829800004 15.644963415300001 97.152811460000024 15.474963812800002 28.452330424200003 27.008040895250005 84.67958245200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 -1 7 8 -7 -8 11 12 14 -14 17 -13 -12 18 -10 20 -19 -21 -23 24 -22 27 -27 28 -25 -30
right_child=-2 -3 3 -5 -6 6 9 -9 10 -11 16 15 13 -15 -16 -17 -18 19 -20 21 23 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.069524688100639484 -0.030694028606556057 0.041732641247770902 -0.072674133284767808 0.0045241262510440179 0.043587264288947117 0.058538910475611688 0.0084178916273462672 -0.057805087436087622 -0.075854155640343687 0.078308307465522239 0.068313349375605167 -0.065581088421391751 -0.065022055998190262 0.012142592677456467 0.047046451356344936 -0.0026838856305039056 0.0010429974888057335 -0.064791056408846456 0.0084033107632533431 0.070816089157655498 0.055566387770557849 0.06897785015110143 -0.027122795081909248 -0.00097447691120256116 -0.016645911234446097 -0.092594650651090502 0.020126170626642268 -0.0017683629617988483 0.012419828143570606 0.073922508705129397
leaf_weight=0.0011476635407938742 0.0011149507895664426 0.0013237415421381007 0.0010734925710533796 0.0011038109013412623 0.0011452261063205063 0.0010266841724768097 0.0015582937818074951 0.001661798074664044 0.0011642117519805447 0.0010347798418166576 0.0010709629812026824 0.0011560374116466035 0.0016092699750007702 0.0012824154074735361 0.0017173803673232726 0.0013823576802423077 0.0010814953042570519 0.0015619205106798253 0.0013828097491099534 0.0013101577969791825 0.0025171516372211036 0.0010110613252791723 0.0018682642299457097 0.010587949560703011 0.0015929471996969369 0.0014703774784408088 0.001735490069449952 0.084316882512620359 0.0035343180839504376 0.0026282595636317047
leaf_count=73 319 44 62 28 45 33 105 65 116 24 17 42 49 18 45 29 44 62 79 10 24 18 71 418 27 23 20 914 36 40
internal_value=-8.92634e-05 0.000159704 -0.000245736 -0.0335375 0.000297004 -7.74145e-05 0.000529778 -0.000191256 0.000562572 0.036308 9.00958e-05 -0.00050827 0.000136743 -0.0308008 0.000892336 -0.0313286 0.0345136 0.000213017 -0.0301097 0.000889696 -9.37124e-05 0.0266975 0.00662248 0.000838646 0.0275791 -0.000215374 -0.0315735 0.000779308 0.0136035 0.0386499
internal_weight=0.138172 0.137057 0.135733 0.0021773 0.133556 0.132411 0.131263 0.12867 0.127008 0.00259307 0.125982 0.123829 0.121291 0.00289169 0.118399 0.0025384 0.00215246 0.116682 0.00254702 0.114135 0.109945 0.00418948 0.00287933 0.108383 0.0041101 0.104273 0.00320587 0.101067 0.0167505 0.00616258
internal_count=2900 2581 2537 90 2447 2402 2329 2200 2135 129 2102 2041 1970 67 1903 71 61 1858 195 1663 1564 99 89 1502 51 1451 43 1408 494 76
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=12 8 4 18 18 18 4 15 17 12 2 12 14 2 17 17 17 9 12 7 14 18 10 3 5 18 16 13 16 9
split_gain=0.000102001 0.000419457 0.00105726 0.000850367 0.000564761 0.000398846 0.000396636 0.0009887 0.000406155 0.000271806 0.000802535 0.00067464 0.000841386 0.000684674 0.000628445 0.00107925 0.000992039 0.000615412 0.000431957 0.000344965 0.000329313 0.000659649 0.000261403 0.000717434 0.00099109 0.00156484 0.000756996 0.00102452 0.000686704 0.00061029
threshold=92.695913642950003 8.3434888241000014 143.35918460430003 15.078943968800003 12.949570119650001 13.650870338750002 163.60960442095003 34.761639995350009 166.83257850275001 114.86856072930001 86.011634045550025 116.69318432075001 181.38224455095002 103.98563613345001 199.55131508320002 193.92177542215003 188.16174763880002 194.46727572990002 129.90914191640005 22.580174331950005 186.41884102645002 14.2124820928 61.944763783650011 93.249170254600017 22.963361893800002 13.117211680300001 22.604947139800004 117.55820867010002 22.604947139800004 197.19111486365003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -4 7 -2 -8 10 14 -11 -13 17 15 16 -10 -14 -15 -12 -19 -22 -20 26 25 -25 27 -24 -26 -28
right_child=6 4 3 -5 -6 -7 8 -9 9 11 19 12 13 18 -16 -17 -18 20 22 -21 21 -23 23 24 28 -27 29 -29 -30 -31
leaf_value=0.056343538471761503 0.068771577181443264 -0.024726069944184182 -0.025028911620938833 0.024475888778069575 0.033632496386750088 -0.10003190856937426 -0.044848127548784172 -0.020333094997572503 0.02045212624270475 0.072392914652247189 -0.0097274472065432063 -0.084378677904466737 0.07073608822433719 -0.046495774772332354 -0.040535367055668195 0.071417890230902711 -0.070592474389724699 -0.019404124900671154 0.013806201363838012 -0.077122409259096927 0.087986064983135548 -0.012077552341857168 -0.00011463692825473271 0.025167901307801607 0.0351042924717761 -0.094385672737498802 0.064489201898945886 -0.10004208530434613 -0.034566228023442086 0.011273342663082941
leaf_weight=0.0011497310752020167 0.0027418436899796497 0.0029552119188451798 0.0010290055147623711 0.0011089687527783276 0.003778537492348244 0.0022798797254910642 0.0020193685035766176 0.0022814373114670161 0.0036683117518525425 0.0013493470201364479 0.0011365716285392834 0.0011355903348828624 0.0025954404406312017 0.0019664386684058446 0.0027120254606441971 0.0023849155419348733 0.0017763288068746164 0.0020994080316540931 0.013354332746478639 0.002289169176910022 0.0012119867328124201 0.0014434272877039689 0.056675091638605457 0.0015885938692008451 0.0031095623817912507 0.0035223349477842003 0.0031251812033588067 0.0010449293521546102 0.0025956243363610561 0.0069420995902191862
leaf_count=15 31 33 21 31 40 40 289 14 44 19 35 10 24 62 34 21 23 16 241 34 10 32 1446 14 68 48 26 12 97 70
internal_value=-8.21603e-05 -0.00876993 -0.0290777 -0.0513083 0.00802092 -0.0767073 0.000774389 0.0283027 -0.000380406 0.000382349 -0.012714 0.00214528 0.0012197 0.00217952 0.000950713 0.0153208 -0.00925142 0.0315715 -0.000120626 -0.0547625 0.0101934 0.0335936 0.000871068 -0.00132655 -0.0252437 -0.0572257 0.00248966 -0.00192366 0.00340708 0.0277931
internal_weight=0.137071 0.0123013 0.00556759 0.00441785 0.00673375 0.00330889 0.124769 0.00502328 0.119746 0.117727 0.0139673 0.103759 0.10241 0.101274 0.0105416 0.00782956 0.00544464 0.00735026 0.0939242 0.00342574 0.00475482 0.00265541 0.0919578 0.0786034 0.0108161 0.00511093 0.0677873 0.05772 0.00570519 0.0100673
internal_count=2900 180 107 92 73 61 2720 45 2675 2386 191 2195 2176 2166 122 88 67 82 2084 69 58 42 2022 1781 227 62 1554 1458 165 96
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=6 13 9 16 0 4 3 3 2 15 17 16 6 9 7 0 16 0 16 19 13 0 13 6 7 10 6 0 8 3
split_gain=9.87845e-05 0.000172365 0.000437039 0.000268389 0.000188311 0.000386539 0.000245737 0.000370766 0.000721848 0.000314799 0.000304483 0.000274825 0.000692006 0.000735364 0.000671545 0.000556579 0.000977151 0.000541285 0.000486233 0.0006143 0.000460229 0.000618609 0.000577017 0.000575241 0.000424742 0.000413959 0.0003622 0.000357647 0.0003485 0.000534064
threshold=22.585527707250005 117.99105042915001 196.98862600660001 22.744946812400002 85.716110573100011 175.46299761980001 93.770731131900007 93.58791597905001 86.011634045550025 39.283112803100003 191.06791329340004 22.604947139800004 16.545386580300001 198.36365860590004 24.252468908850002 86.232294534150014 22.554947256700004 87.181320254150009 22.534947303500005 14.551174033150001 117.30011668960002 88.576630023850015 115.02030419500001 16.445384243750002 24.955394454050005 62.009286778800011 16.180378051950004 86.530713386650021 8.6432548896500023 90.025708956200006
decision_type=2 2 2 2 2 2 2 2 2 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 7 11 -9 -8 -10 15 13 27 25 -6 18 -18 19 20 21 -17 23 26 -16 -15 28 -13 29 -23
right_child=-2 2 -4 -5 6 -7 9 8 10 -11 -12 12 -14 14 24 16 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.047631159520576206 0.029269150516804565 0.013499834007054269 -0.055739042911881732 0.036126181205759798 0.036174912004909868 -0.0024405127538899289 0.04686775444590438 0.018547935343272742 -0.10001426188145346 0.00035247833062344652 -0.02653783934401149 0.024608295358182763 -0.039272944116008783 0.0068563905954083584 0.073525201341780616 -0.056474190330042334 -0.054131623892345354 -0.0007183511422035882 0.05473371980846499 -0.051298387555065439 0.032969424485163545 -0.0013271013955968305 0.068202172930951793 -0.070945262732262815 -4.2324152221183226e-05 -0.047437567356528473 0.031067783507560884 0.073050395086142347 -0.050876037138762709 0.071054077828362525
leaf_weight=0.0024827574789925396 0.0011364756410330292 0.0017892596836152066 0.0018585880620429762 0.0020537256293509101 0.0037964485695924912 0.0079649812146435107 0.0025859934103209517 0.0017349544486933146 0.0012570280048694038 0.0033264724597543704 0.0010229444079906114 0.003321303138704935 0.0022445284944296864 0.0029529930664706772 0.0016581871705056983 0.0019529083761866675 0.0054311307608401194 0.0029158666380624254 0.0016198079597913298 0.0023205234424210621 0.0042335178586654356 0.060028978350259471 0.0012399002134770845 0.0011440584655230115 0.0014899603847879916 0.0026776018490579645 0.0036785783986772449 0.0028165343665023101 0.0013821997790199872 0.0010370044240808332
leaf_count=75 8 72 52 19 30 365 17 12 36 29 20 32 17 20 22 41 36 22 19 27 20 1720 10 20 19 27 35 24 35 19
internal_value=-8.91284e-05 -0.000338086 -0.0217776 0.000261802 -0.00031221 -0.0131794 0.000828318 -0.000220968 -0.0300597 0.0206973 -0.0670479 0.000888892 0.0124942 0.0202837 0.00171818 -0.00130497 -0.00294078 -0.0354727 0.00051233 -0.000628034 0.000946079 -0.000977913 0.000604017 -0.000641916 0.038707 -0.0189628 0.000574401 0.0468374 -0.00122184 -9.79457e-05
internal_weight=0.135155 0.134019 0.00364785 0.130371 0.128317 0.0104477 0.117869 0.111957 0.00401493 0.00591247 0.00227997 0.107942 0.0171611 0.0149166 0.00877874 0.0907809 0.0869845 0.008347 0.0786375 0.0770177 0.0746971 0.0704636 0.0685107 0.0672708 0.00314815 0.00563059 0.0661268 0.00613784 0.0624482 0.061066
internal_count=2900 2892 124 2768 2749 440 2309 2263 68 46 56 2195 161 144 88 2034 2004 58 1946 1927 1900 1880 1839 1829 41 47 1809 56 1774 1739
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=3 10 7 18 6 3 16 18 19 16 7 5 7 6 9 5 6 15 0 2 6 18 3 12 2 5 2 19 10 18
split_gain=9.98051e-05 0.000255452 0.000172506 0.000396008 0.000279068 0.000394619 0.000383567 0.000268256 0.000475144 0.000383963 0.000262056 0.00022202 0.000524567 0.000794618 0.000571713 0.000385727 0.000791077 0.000504013 0.000219396 0.000838185 0.00102393 0.000503976 0.00101325 0.000833687 0.00155653 0.0014509 0.00158421 0.00101533 0.000807335 0.00060692
threshold=108.3367972827 55.94143677835001 19.874819532250005 12.327130025600001 18.025421161100002 94.92945658615001 21.979948601300006 12.903279561150002 14.251149826300002 22.714946882600003 20.778835947700006 23.606333875400001 23.124786352450005 16.405383309150004 202.80137809380003 22.963361893800002 16.445384243750002 42.133814420300006 86.20003303655001 116.16618105335002 16.435384010100005 13.954623666350001 91.334988065750011 192.61644708960003 154.60082690140004 21.788492303450003 105.39281967610002 14.151141757350002 63.431481129800005 14.371157440600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -6 8 -5 10 -9 15 -13 -14 -15 17 -17 18 19 20 -12 23 28 24 25 26 -20 -28 -23 -30
right_child=-2 2 3 4 6 -7 -8 9 -10 -11 11 12 13 14 -16 16 -18 -19 21 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.048070489483728836 -0.022418113983890639 0.021671516775327845 -0.055508248816226263 -0.065208551789102495 -0.011039199159270079 -0.055201589787221984 0.070907844511695114 0.047009101308147214 -0.0014991558093401555 0.038511055005536331 -0.046507600960328473 -0.066774028435138563 -0.054133540170176554 0.052447974537490574 -0.029773338975449138 -0.021277953953629424 0.054754811935167229 -0.05158847634672984 0.026985869750554548 -0.057356808928154368 0.03280221532230565 0.071039171192250936 -0.071821333285654335 0.037758262746667631 -0.064387223979924704 0.07613044583947691 0.013590996230606989 -0.058577301994576808 -0.025887516267535368 0.0017743440849766147
leaf_weight=0.0011077011360455516 0.0019713112914067623 0.0035235531555719559 0.0013075672251290629 0.0017325120683607522 0.0010336352981694654 0.0013207995078116088 0.0012766559385442022 0.0011679824497861221 0.0036094877639314404 0.002632693960513687 0.0025049425274426829 0.0016643732009671555 0.0019859155629417535 0.0024543975578126265 0.0012902568776365086 0.0022167401448546223 0.0035757604646278196 0.0019227540137299317 0.010467230149356688 0.0030806078438727069 0.0046491824968810658 0.0014911175439920035 0.0021317991784082215 0.008812677391636492 0.0030955013241684695 0.002987344617395137 0.0031210998563038217 0.0051930716513197694 0.0098535349357244395 0.040668311788317993
leaf_count=39 147 94 34 29 37 97 35 34 32 33 25 91 38 32 23 25 27 36 73 42 34 17 31 95 22 17 26 32 149 1454
internal_value=-8.35786e-05 0.000250275 -0.000154787 -0.000759167 -0.000190738 -0.000834231 0.0342443 -0.000247126 -0.0221613 0.000753714 -0.000115695 -0.000602065 -0.0173536 -0.003 0.0241178 0.000569103 0.0256577 -0.000884459 0.000109778 -0.0137463 0.00503271 0.00172456 -0.00424981 0.01133 0.00196295 0.0113979 0.00110162 -0.0314857 -0.00148033 -0.00362069
internal_weight=0.133851 0.131879 0.130772 0.127248 0.12594 0.12363 0.00231029 0.122309 0.005342 0.116967 0.114335 0.113167 0.00739494 0.00573057 0.00374465 0.105772 0.0057925 0.0999792 0.0980564 0.0102347 0.00715413 0.0878217 0.0541448 0.0336769 0.0248642 0.0217687 0.0187814 0.00831417 0.052013 0.0505218
internal_count=2900 2753 2714 2620 2586 2514 72 2417 61 2356 2323 2289 184 93 55 2105 52 2053 2017 101 59 1916 1651 265 170 148 131 58 1620 1603
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=7 18 0 10 18 3 10 6 7 17 13 19 8 10 17 16 16 16 3 16 17 19 16 0 15 5 13 12 16 5
split_gain=9.73848e-05 0.000508681 0.000576184 0.000636939 0.000540013 0.000525922 0.00109202 0.000793886 0.000507233 0.000445507 0.000352727 0.000376754 0.000330985 0.000329845 0.000322601 0.00033058 0.000956734 0.000812771 0.000654629 0.000696679 0.000488755 0.000363568 0.000548913 0.000783574 0.000710231 0.00121747 0.000750059 0.00050302 0.000502688 0.000975015
threshold=24.390191290350007 14.322090334300002 93.776108048200015 70.96454081135002 14.194363735100003 86.302194445500007 69.276189105400007 14.775345223550003 24.575790737200006 203.35246479535002 104.19119484555002 10.750867412800002 1.8485574041500004 72.026481772850005 180.19381692845005 9.6249774926000011 14.184966829400002 14.274966618900002 77.360382703650018 16.294961895300002 196.79617445730003 12.851036860900001 18.634956423400002 96.249489528150022 28.566186095050004 17.369804050850004 103.58091484995002 207.71672397260002 18.744956166100003 20.410615048800004
decision_type=2 2 2 2 2 2 2 2 2 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 9 -4 5 7 -7 13 -2 -3 11 -5 -13 -1 -10 -16 20 -18 19 -19 -17 27 24 28 25 26 -23 -20 -24 -30
right_child=8 2 3 10 -6 6 -8 -9 14 -11 -12 12 -14 -15 15 16 17 18 21 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.028861390973032166 -0.041735627785264448 0.08034676390895365 -0.067750790291942323 -0.017527575463328969 -0.039408935398277778 0.00019941560624090564 -0.084398172306427516 0.067226344464353022 -0.048416861850857716 0.011793772358338858 -0.022165173886939751 0.0068124808213513542 0.078375639794594595 0.038653160690426173 0.033658700569109815 -0.10001184680675289 0.088564099850756986 -0.09693833059969284 0.0061765934018678135 0.013013177259841092 -0.014048839512898287 0.0036808718254126046 0.034421118036596358 0.061032975998361105 -0.1000114520500141 0.083838048467377982 -0.10001349977921592 0.061365362944931681 -0.054436876240861493 0.020161747805959442
leaf_weight=0.0020733177668574845 0.0033119263486618413 0.0023473983326649517 0.0010351563297987809 0.0010347506603587409 0.0034972742423081118 0.072320544325680511 0.0015587508143625048 0.0028690518522580533 0.001366472941567178 0.0015901666466031639 0.0015669722673692377 0.0010012383423028126 0.0018230743397396054 0.0011115936543966143 0.0028615464125325554 0.0013958522373536111 0.0010812002237159382 0.0013554961865138706 0.0055253593219575237 0.001002463454760516 0.0012570338930965042 0.0015070259762701684 0.0024818540349542673 0.0022796213870606161 0.0011534679475102994 0.0010074697987647596 0.0012987045608718883 0.0023556051645485243 0.0035818358845602916 0.0034297186747300756
leaf_count=66 77 47 27 45 54 1075 32 14 183 32 32 64 33 37 194 95 17 69 85 35 178 42 21 26 71 12 51 59 63 64
internal_value=-8.06388e-05 0.00165311 0.0225088 0.00413298 -0.000946345 0.000736487 -0.00158548 0.0290725 -0.00433331 0.052662 0.0178467 0.0340935 0.053006 -0.00529755 -0.000788061 0.00115043 -0.00187841 0.00354851 0.000141411 -0.0501935 -0.0592794 0.00496207 -0.00337587 0.00838573 -0.0312557 -0.0104575 -0.0443167 0.0226724 -0.00425628 -0.0179468
internal_weight=0.132082 0.0938293 0.0103988 0.00646119 0.0834305 0.0799333 0.0738793 0.00605396 0.0382527 0.00393756 0.00542604 0.00385906 0.00282431 0.00318491 0.0349407 0.0335743 0.0307127 0.0280598 0.0269786 0.00235796 0.00265289 0.0246207 0.0167397 0.011773 0.00496667 0.0038132 0.00280573 0.00788096 0.00949341 0.00701155
internal_count=2900 1558 280 201 1278 1224 1107 117 1342 79 174 142 97 103 1265 1082 888 615 598 104 273 494 350 174 176 105 93 144 148 127
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=10 17 17 18 7 7 15 15 16 19 16 12 18 7 7 16 16 7 2 15 16 3 7 8 7 7 7 16 15 8
split_gain=0.00010594 0.000215312 0.000300881 0.000154275 0.000246446 0.000340089 0.000284998 0.000437293 0.000353711 0.000382736 0.000364426 0.0004106 0.00039897 0.000436802 0.000503126 0.000750794 0.000940467 0.000414381 0.000838206 0.00102506 0.00098614 0.00058601 0.000527512 0.000455338 0.000374066 0.000447424 0.000450223 0.000422945 0.000974493 0.000527398
threshold=90.988176966900014 242.64190980425005 220.68978861510001 17.248993197150003 26.709562027450005 27.198839780950003 16.184173705350002 17.382777826050003 13.894967507500002 11.950964240300001 14.994964935250001 177.99439387375003 15.042884401850001 24.673428656250003 24.891451065550005 18.764956119400004 15.919962772200003 24.390191290350007 100.60547560250002 29.049007317550004 18.684956306450005 82.511468481600005 24.292705381350004 8.543332867800002 24.176224535650004 23.974509389900003 23.9444576715 18.564956587050002 26.410889167300002 5.9453602998000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -8 -9 -10 11 -11 17 -14 -15 16 -16 21 -19 -20 -21 -12 24 -22 25 26 27 28 29 -23
right_child=-2 -3 -4 -5 5 -7 7 8 9 10 12 -13 13 14 15 -17 -18 18 19 20 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.033371490130402477 -0.031020408995670129 0.042028031423746892 -0.040075235781854845 0.023684229928271589 -0.067125638011856156 0.0093358472675345635 0.044629464657073181 -0.041139661670978912 0.043115171402932445 -0.079636209115969525 0.056321311305038702 0.0056842640812131322 -0.040712598785256265 0.073820442954057319 0.035375921791012004 0.061423630626201015 -0.050820685329509854 -0.081223295533445095 0.047325717958876065 -0.10002398447949851 -0.023581171984428634 -0.036112974121285911 0.043724722094257922 0.036056929279772408 -0.045451584028008488 0.027672284480240724 -0.054022588328925029 0.0010441914397027515 -0.10003833334562091 0.046959313439036768
leaf_weight=0.0024383087779655662 0.0010973722282924528 0.0012180018970324715 0.0018662189331883341 0.0027766391655701375 0.0012757027514762589 0.0010693055530284212 0.0022705852172464338 0.0020221819970620411 0.0021229737153067299 0.001197818309290429 0.0019136579343266144 0.0010660295155320298 0.001070914206026786 0.0018235903940251319 0.0026011162798944554 0.0023900021363374435 0.0024656814306138614 0.0017873375789632115 0.0026092130461563565 0.0014318842035237478 0.0051619193304630606 0.0017281588000637718 0.0027160972759681093 0.0017024583541456195 0.0018559659475094739 0.0054316646143202077 0.0016305156013913793 0.068890288079446138 0.0013946097376872219 0.0013701432127110058
leaf_count=203 319 28 91 116 57 62 58 122 59 40 40 27 44 20 46 34 115 31 35 46 83 194 35 33 31 66 10 780 61 14
internal_value=-8.06399e-05 0.000181949 -0.000215992 0.000373369 -0.000150989 -0.0322598 0.000470808 0.00116625 0.000318313 0.00105139 0.000255759 -0.0394594 0.0010733 0.0197589 0.026737 0.0152226 -0.00657037 -0.000868207 -0.0177464 -0.00734297 -0.0245365 0.00159618 0.000364374 -0.00879012 -0.0010666 -4.25861e-05 -0.00204939 -0.000894588 -0.0306221 0.000623577
internal_weight=0.130396 0.129299 0.128081 0.126215 0.123438 0.00234501 0.121093 0.118655 0.116384 0.114362 0.112239 0.00226385 0.109975 0.0103513 0.00928039 0.0074568 0.0050668 0.0996239 0.0126928 0.0109055 0.00829626 0.0869311 0.0850174 0.00686438 0.0823013 0.0804454 0.0750137 0.0733832 0.00449291 0.0030983
internal_count=2900 2581 2553 2462 2346 119 2227 2024 1966 1844 1785 67 1718 259 215 195 161 1459 228 197 162 1231 1191 116 1156 1125 1059 1049 269 208
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=6 18 6 8 9 4 19 16 19 15 6 18 0 12 5 16 7 19 10 16 2 15 16 2 5 6 18 17 7 7
split_gain=0.000104732 0.000574828 0.000247287 0.000266945 0.000244235 0.000396039 0.000723002 0.000310907 0.000455513 0.000361862 0.000347576 0.000325297 0.000507888 0.00084159 0.000282474 0.000450111 0.00083118 0.000448556 0.000774891 0.000619239 0.000478844 0.000398808 0.000646217 0.000580826 0.000661806 0.000497731 0.000473801 0.000563979 0.000454905 0.00038352
threshold=3.6650856341500009 16.433295803950003 4.3151008216500015 1.6487133604500002 52.394053035900008 354.65463678160006 12.751028791950002 12.644970430600003 11.650940033400003 13.612549286700002 8.1951914793500027 16.873483924050003 98.615332683000005 119.83795109915002 16.222050829800004 15.444963882950001 24.176224535650004 12.651020723000002 72.496961945650014 17.844958270700005 112.95519936480001 28.452330424200003 18.634956423400002 207.83068032845003 17.886193876600004 15.925372093750001 15.042884401850001 206.41783130310003 24.472706336050003 25.027970878050002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 -6 -10 12 14 -14 -12 16 -16 18 -17 20 -19 23 28 24 -21 -26 29 -28 -23 -24
right_child=2 -3 3 4 7 -7 -8 8 10 -11 11 -13 13 -15 15 17 -18 19 -20 21 -22 22 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.021419187222496729 0.044893484176899562 -0.072223666877748366 -0.045945043487714846 -0.051563315513440414 0.0012182868184896017 0.075644711875254178 0.049989245061435934 0.040866313788431738 -0.056790422370053675 -0.066688842232577192 0.026800896512755575 0.034795128035133786 0.022787067219298608 -0.076689166879457468 0.012886356789698048 -0.021484946972168215 -0.10001752320121662 -0.10002577027689706 0.08805427509939362 0.0037147472088307301 -0.011141819176801409 -0.0073127870736600115 -0.000371214101324356 -0.050241407863072879 0.10000630367522322 0.026327899846610617 0.097246197501328485 0.0032687255082508981 -0.10001420780637003 -0.044151855498905435
leaf_weight=0.0014922524068001755 0.0012329917635384704 0.0011690868576082758 0.0012578997362328861 0.0012568092993279481 0.0016293456100518848 0.0011045802518765413 0.0015854444899949804 0.0027150051080271345 0.0010895056878048722 0.0015137641832526942 0.0038982769432465 0.0026190258537126523 0.0013933181339460523 0.0021829260301227116 0.0013508823626645619 0.001129628810410759 0.0012604295377514063 0.0010808564209091639 0.0015078201406453218 0.0045564537550433076 0.0013799039105781374 0.0010081118598153178 0.079055967710784825 0.0010361621646272504 0.0017192990089824889 0.0019645691952119293 0.0010769765805918033 0.0015687551365317631 0.0011146631036115136 0.0020528525674885492
leaf_count=57 121 281 92 53 157 19 15 52 48 194 56 77 39 109 61 64 20 37 21 49 92 28 868 34 14 90 12 33 67 40
internal_value=-8.47911e-05 -0.0197167 0.000328746 -0.000110453 0.000355067 0.0248314 0.00508396 -0.000450609 0.000384854 -0.0314867 -0.000578853 -3.66747e-05 -0.000863457 -0.0379329 0.000378274 -0.000623081 -0.0416102 0.000444529 0.0411382 -0.000654975 -0.0501829 0.000625861 -0.00150189 0.0203236 0.0291966 0.0607144 -0.00012088 0.0415234 -0.05599 -0.0014793
internal_weight=0.129004 0.00266134 0.126342 0.125109 0.123851 0.00394683 0.00284225 0.119904 0.116761 0.00314311 0.114046 0.112957 0.110338 0.00357624 0.106762 0.102863 0.00261131 0.100252 0.00263745 0.0976146 0.00246076 0.0951538 0.0858773 0.00927648 0.00824032 0.00368387 0.0837546 0.00264573 0.00212277 0.0811088
internal_count=2900 338 2562 2441 2349 87 68 2262 1911 351 1859 1811 1734 148 1586 1530 81 1449 85 1364 129 1235 1048 187 153 104 953 45 95 908
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=12 8 4 18 18 7 4 5 17 12 3 9 12 4 12 12 12 14 2 9 12 16 18 12 9 9 18 4 12 18
split_gain=0.000104621 0.000332463 0.000829752 0.000621632 0.000430246 0.000358011 0.000298631 0.00085649 0.000339392 0.00023208 0.000704465 0.000414426 0.000270827 0.00031843 0.000540654 0.000776941 0.000681261 0.000772129 0.000574543 0.000553121 0.000362351 0.000322693 0.000493782 0.000246007 0.00026214 0.000618201 0.000373199 0.000960537 0.000806067 0.000709015
threshold=92.695913642950003 8.3434888241000014 143.35918460430003 15.078943968800003 12.949570119650001 22.969987962250006 163.60960442095003 20.485565917300004 166.83257850275001 103.44931853055 82.62976063935001 196.26893085885004 105.35624869990001 171.27730165960003 109.28780703725 114.86856072930001 116.69318432075001 181.38224455095002 103.98563613345001 194.46727572990002 129.90914191640005 22.584947186600004 14.194363735100003 132.42929831470002 184.56123852025004 185.50567866740002 13.24392582145 248.34582299520005 168.89403718590003 13.278511569200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -3 -4 7 -2 -8 10 -10 -12 -11 -14 -15 -16 -17 -18 19 -19 -20 22 -21 -22 -25 -26 27 28 -27 -28
right_child=6 4 3 -5 -6 -7 8 -9 9 12 11 -13 13 14 15 16 17 18 20 21 23 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=0.05073656925538278 0.073809000754652895 -0.023116629784295455 -0.027500503632708319 0.018144237211883681 0.029515887337156391 -0.10002734523706003 -0.042044151290715953 -0.011755083081416387 0.040665788545669823 0.04484596067510567 -0.0071342333358546846 -0.073714601515518716 -0.042485552837837282 0.055843521730871759 -0.052315133902373717 0.078020145488912729 -0.083335312091722624 0.069127570823149784 -0.044081354797739558 0.066753547090898799 0.038207826293559941 -0.028976271690909945 -0.015669592624693179 0.011183107755293306 -0.073840081583845432 -0.01959774098744934 0.073557337266918266 -0.062177390830593586 0.056280272990151849 5.6661902381707062e-05
leaf_weight=0.0010404525660305947 0.0020646793273044741 0.0028089469028031999 0.0010826941239167609 0.0010039363352578601 0.0034739738230766815 0.0018326870841480769 0.0019086897655953968 0.0026993755606740111 0.0013867971789665026 0.0014224192423952777 0.0017487180603759089 0.0020087925019172115 0.0016635473081976207 0.0018062953158999298 0.0026956461545440671 0.0011680841856733784 0.0010687584697279809 0.002372638127195569 0.0018276053766451686 0.0015637722635801765 0.0017333257540228511 0.0014717282069227622 0.0013580563010362479 0.0171580536665695 0.0011985476888156646 0.0047094461887597942 0.0013447340974401803 0.0034188281978589754 0.0019923169726041579 0.05461469385690694
leaf_count=15 19 33 26 31 40 35 289 26 30 18 18 27 20 30 49 18 10 24 62 13 32 10 35 829 14 46 15 89 20 977
internal_value=-8.15824e-05 -0.00929357 -0.0286483 -0.0497224 0.00598512 -0.0730928 0.000808131 0.0253273 -0.00023817 0.000489003 -0.0202472 -0.0427286 0.00150894 0.000911421 0.00162266 0.000640291 0.00211192 0.00118669 0.00213994 0.0302203 -1.91796e-05 0.00920939 0.0284435 0.000915349 0.000149804 -0.00266402 -0.00137304 -0.0190444 0.00295947 0.00182292
internal_weight=0.127648 0.0112427 0.00495977 0.00391932 0.00628292 0.00291538 0.116406 0.00476405 0.111641 0.109733 0.00514431 0.00375751 0.104588 0.103166 0.101503 0.0996962 0.0970006 0.0958325 0.0947637 0.00676619 0.0879976 0.00439356 0.00292183 0.0861699 0.0844366 0.0672786 0.06608 0.0101206 0.00670176 0.0559594
internal_count=2900 180 107 92 73 61 2720 45 2675 2386 75 45 2311 2293 2273 2243 2194 2176 2166 82 2084 58 48 2022 1990 1161 1147 155 66 992
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=5 15 16 3 13 13 17 16 19 0 19 2 10 15 9 0 15 15 9 7 15 6 0 13 7 17 13 3 10 16
split_gain=9.87975e-05 0.000326012 0.000237466 0.000217097 0.000227378 0.000606902 0.000428258 0.000286636 0.000308777 0.000268952 0.000723404 0.000551402 0.000358772 0.000544973 0.000311346 0.000260352 0.000255116 0.000476609 0.000511733 0.000771735 0.000412071 0.000377142 0.000809719 0.000471028 0.000360136 0.000483734 0.000329136 0.000263552 0.000510811 0.000274546
threshold=7.7286379265000011 12.389956812050002 14.184966829400002 68.827216597650008 95.99139754765001 96.607054459550014 177.48499193625003 13.534968349350001 11.850956171350001 98.615332683000005 13.351077205700003 219.74617996645003 76.42211081615001 20.742056627150003 207.97320095065001 107.15656416340002 28.452330424200003 28.321365561200004 205.07255049940002 25.256598800350002 28.887316431450003 14.875347560100002 92.313586825200005 108.21850512495001 24.639960683050003 188.54236693505001 114.23527442090001 82.866344954800013 70.343506983200015 19.214955067100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -9 12 11 14 13 -10 -11 -8 17 18 21 -20 -18 23 26 24 25 -15 -23 -22 29 -29
right_child=3 2 -4 4 5 7 15 8 9 10 -12 -13 -14 16 -16 -17 20 -19 19 -21 27 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.014865625150411781 0.042259199998976295 -0.074954170187488026 -0.0076523018745404837 0.024949914317120271 0.077675537080300408 -0.039560188078948733 -0.083321506986493765 0.033289308212178646 -0.059869037143732887 -0.10000927439310564 0.031739814643068597 0.014608437743668502 0.042308723116919023 0.017638413702515784 -0.029194849673525664 -0.016496228062484419 -0.040834202667961485 0.078787607372805255 -0.084949345363496326 0.029378776885604415 0.047660007403600706 -0.039553993628474282 0.090665288968330468 -0.044323351715156147 0.043813115297447157 -0.053049881858598526 0.03015204436954886 0.024792326534878499 -0.049999503038470908 -0.00082675395150829355
leaf_weight=0.0018599525377532697 0.0012280308317001018 0.0010913480270663412 0.0010089267173766792 0.0011424202331877372 0.0010166188215485752 0.0017965040868074397 0.0011616651321642579 0.0028346840061006648 0.0014912167685524882 0.001564043701588246 0.0017005044618514376 0.001029223623985942 0.0020584292187173494 0.003460769237669005 0.0010295707921323949 0.0011704286263238828 0.0025477093121053498 0.0010087153252765204 0.0013439292562622543 0.0010530541915301228 0.0011440376021347723 0.0010364561600741473 0.0018150344758396386 0.0016882526065731263 0.0026447202053532237 0.001344052775873017 0.0019552581068145169 0.0044283316421037241 0.0020468036830267869 0.075506679432577259
leaf_count=230 63 170 117 87 27 113 110 60 72 71 50 45 30 57 54 81 32 9 51 27 25 83 16 16 35 31 97 64 134 843
internal_value=-7.846e-05 -0.0156234 -0.0426238 0.000425123 6.15707e-07 0.000745849 -0.025211 7.46959e-05 0.000695312 -0.000130392 -0.0220666 -0.0473225 0.00096532 0.00015106 -0.0718985 -0.0497833 0.00101982 0.0120777 0.00795986 -0.0347222 -0.00121957 0.0152966 0.0379715 0.00336898 0.0141773 -0.00213522 0.00600293 -5.42705e-06 -0.000670587 0.000592521
internal_weight=0.126207 0.00396023 0.00210027 0.122247 0.121019 0.117545 0.00347451 0.116528 0.114731 0.111897 0.00532334 0.00362284 0.106573 0.104515 0.00259361 0.00233209 0.103024 0.0173502 0.0163415 0.00239698 0.0856736 0.0139445 0.00480675 0.00913779 0.00744954 0.00480482 0.00299171 0.0831259 0.0819818 0.079935
internal_count=2900 517 287 2383 2320 2042 278 2015 1902 1842 220 170 1622 1592 125 191 1520 422 413 78 1098 335 196 139 123 88 180 1066 1041 907
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=10 18 17 15 10 15 18 7 3 4 9 9 9 17 17 9 9 4 12 16 7 12 9 19 8 17 2 4 17 19
split_gain=0.000103412 0.000186729 0.000195004 0.000176302 0.000169516 0.000464361 0.000250446 0.000299004 0.000222326 0.00032927 0.000218307 0.000396897 0.000267189 0.000224922 0.000773417 0.000641607 0.000557867 0.000469281 0.00105797 0.000995531 0.000305618 0.00030414 0.000251614 0.000481497 0.000966698 0.000606457 0.000467158 0.00094717 0.000544897 0.000625681
threshold=90.988176966900014 18.645258535250004 220.68978861510001 26.285853065250006 89.619751778500017 12.066969111850002 17.140917755100002 26.709562027450005 75.559115756250023 331.03504650000008 223.24918598180003 219.38617924735004 215.80505313260002 200.83528241485001 202.56512036810003 208.47660979520001 206.08249486475003 207.98441978950004 234.88438170465002 22.554947256700004 24.472706336050003 323.71033162625002 197.19111486365003 14.451165964200003 8.4434108459500017 199.30127897920002 73.935594769650024 169.78633280640003 177.83257937300002 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 4 -4 5 -1 7 8 9 -7 11 12 13 21 20 16 17 -16 -19 -20 -15 22 23 25 -25 26 28 -28 -10 -30
right_child=-2 -3 3 -5 -6 6 -8 -9 10 -11 -12 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.066512871212703092 -0.031718561141896126 0.040060693168312157 -0.060828456404016878 -0.0017171044309068331 0.040635281874420393 -0.0036459095810304752 0.037653782187570928 -0.041814133747855704 0.012561533549729298 0.074324221791164977 0.031651124928251895 -0.052349158485326674 0.03772685079787106 -0.084392627229507147 0.039028535479688188 -0.049097237812512434 0.063783478096486809 -0.057751740203279438 0.074120874681098112 -0.030470675182755438 -0.01887879922777708 -0.037321024272817943 0.0084877975084279769 0.034695325837814102 -0.020717703339055472 -0.076841467864715227 0.066729413590038478 -0.0052523433870807924 -0.10002567818767419 -0.019005257990922772
leaf_weight=0.0010413588190190384 0.0010244453168607439 0.0011632776565217986 0.0010005605617635074 0.0010178369590132519 0.0010341148783730705 0.0011771743992307895 0.0017923503974417434 0.0016864509251965911 0.0018743732867809787 0.0010031915474026931 0.0021366185581201949 0.001463652826885097 0.001852499533479989 0.0017518749487500642 0.002261081014445443 0.0022762956469184479 0.0016023091814361132 0.0029945471727188533 0.0018435582905667047 0.0017972010111249048 0.0011996599945272024 0.0019933880662620354 0.037064516358480216 0.0084554757990202845 0.0050157524105201032 0.0012337434819755791 0.0019448026949683691 0.030444940514287172 0.0016424786681637493 0.0022711224148679321
leaf_count=73 319 44 58 32 45 76 90 83 30 29 46 44 56 33 25 70 32 63 30 22 28 98 492 84 47 14 43 746 29 19
internal_value=-7.72636e-05 0.00018407 -0.000193455 -0.0310198 0.000321377 -2.65537e-05 0.000556345 -1.20243e-05 0.000599399 0.0322283 -1.02436e-05 -0.000619779 7.15475e-05 -0.000576342 -0.0116276 -0.000968171 0.00946703 -0.000315792 -0.013723 0.022491 -0.0577643 0.00131399 0.00217021 -0.00225768 0.0140634 -0.00783637 -0.00560641 -0.000930286 -0.0317742 -0.0530083
internal_weight=0.125061 0.124036 0.122873 0.0020184 0.120855 0.11982 0.118779 0.116987 0.1153 0.00218037 0.11312 0.110983 0.10952 0.107667 0.0157265 0.012775 0.0104987 0.00889639 0.00663531 0.00364076 0.00295153 0.0919406 0.0899472 0.0528827 0.0134712 0.0394115 0.0381777 0.0323897 0.00578797 0.0039136
internal_count=2900 2581 2537 90 2447 2402 2329 2239 2156 105 2051 2005 1961 1905 303 242 172 140 115 52 61 1602 1504 1012 131 881 867 789 78 48
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=6 13 9 16 0 0 9 7 7 5 3 3 15 7 16 6 10 18 0 10 10 0 10 13 13 13 7 16 19 13
split_gain=9.15278e-05 0.000128648 0.000375206 0.000250538 0.00015011 0.000365672 0.000566532 0.000534144 0.000957694 0.000329273 0.000217941 0.000355278 0.000568222 0.000267252 0.000237829 0.000563027 0.000815 0.000856402 0.000335773 0.000773403 0.000833851 0.000600142 0.000561662 0.000847981 0.000629023 0.00084042 0.00095281 0.000499632 0.000300289 0.000499596
threshold=22.585527707250005 117.99105042915001 196.98862600660001 22.744946812400002 85.716110573100011 85.40693788805001 187.38923140910003 22.446731871300006 19.617375644250004 31.302824910800002 93.770731131900007 93.58791597905001 36.508287084250007 22.832271203950004 22.624947093000003 16.465384711100004 62.041548276350007 13.788608055100001 86.232294534150014 62.020040611300011 62.068432857650002 86.345209775600011 62.106071271500007 117.47217800995001 117.38883580790001 115.25151159420001 24.052187734100006 21.014950857900004 14.451165964200003 114.01213239605002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 8 9 -1 11 14 -13 -14 18 16 -16 -18 -6 -20 -21 -22 -23 24 25 27 -27 28 29 -24
right_child=-2 2 -4 -5 10 6 -8 -9 -10 -11 -12 12 13 -15 15 -17 17 -19 19 20 21 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.040232641656129928 0.028767174482930809 0.013355537914477168 -0.052164790643010661 0.035658700500492344 0.026238070372873401 -0.0030589389450067944 -0.078797164286365906 0.058598065001370193 -0.092126452287507779 -0.021791343128925486 0.019878043234540455 0.013511258291309917 -0.10001363827614385 -0.0283576743959097 0.06515174239019543 -0.019564178104876567 -0.056561327832862954 0.036681224923831371 -0.04608800944001902 0.057753722301556926 -0.077864421704582867 -0.047702417160806733 -0.00061790357709382362 0.072694732782227808 -0.041618498847262327 0.070943239898321131 -0.012053983095878795 -0.04806277304756057 -0.042511780377847259 0.065635176283802985
leaf_weight=0.0019795633732956597 0.0010902968115260583 0.0017567299601966282 0.0017394040959652912 0.0019620028888001064 0.0043206465038130295 0.0023180865848746596 0.0017207719742229899 0.0013640774634047547 0.0011410856185959067 0.0015079277552589743 0.0056269337562593327 0.0016311645262021548 0.0010741993407252237 0.0010097689540084498 0.003503050360279758 0.0033341356112850384 0.0016383393706291827 0.0024702143275590061 0.0038556978013222212 0.0024054032600342437 0.0010298803442765339 0.0024907235785605044 0.056722193011020328 0.0015952801354615067 0.0036231115509508518 0.003451792874329839 0.0023080504156496318 0.0022925501349106972 0.0016532337691970147 0.0011614742707024553
leaf_count=94 8 72 52 19 40 34 71 27 151 63 46 14 27 27 31 30 20 36 32 21 10 20 1819 9 20 25 25 26 19 12
internal_value=-7.86442e-05 -0.000334991 -0.0192423 0.0002196 -0.000373525 -0.0120711 -0.0353275 0.00360298 -0.0126045 0.0134146 0.000721128 -0.000340147 -0.0306934 -0.0652934 0.000812227 0.0147038 0.0297143 -0.000500459 -0.000937325 -0.002359 -0.00021753 -0.00204443 -0.00100742 0.000590002 -0.00102527 0.00115072 0.0376851 -0.0022527 -0.000488725 0.000711509
internal_weight=0.123778 0.122687 0.00349613 0.119191 0.117229 0.0100315 0.00403886 0.00599265 0.00462858 0.00348749 0.107198 0.101571 0.00371513 0.00208397 0.0978558 0.0109457 0.0076116 0.00410855 0.08691 0.0825894 0.0787337 0.0763283 0.0752984 0.0728077 0.0712124 0.0675893 0.00575984 0.0618295 0.0595369 0.0578837
internal_count=2900 2892 124 2768 2749 440 105 335 308 157 2309 2263 68 54 2195 117 87 56 2078 2038 2006 1985 1975 1955 1946 1926 50 1876 1850 1831
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=7 7 6 12 6 9 6 7 0 10 13 5 6 0 10 13 12 6 15 15 15 19 10 3 7 3 10 18 17 7
split_gain=8.97144e-05 0.000623328 0.000475684 0.000411542 0.000542668 0.000373298 0.00070505 0.000361574 0.000312864 0.000667682 0.000382673 0.000345344 0.000284298 0.000209044 0.000198756 0.00049378 0.000459403 0.00027825 0.000196872 0.000301773 0.000364882 0.000232203 0.000870173 0.000747043 0.000585383 0.000351764 0.000854153 0.000643421 0.000706448 0.000538467
threshold=24.891451065550005 25.256598800350002 14.925348728400001 185.69761363875003 13.825323026450002 213.24207352880003 14.185331438000002 24.815630185550003 97.835679825150024 80.468240302450013 98.238948544700023 15.210950700600003 13.075305502400001 95.002044955650021 80.468240302450013 92.504467352450021 277.64210379030004 3.6650856341500009 15.867801003350001 17.382777826050003 18.978014882100002 12.651020723000002 71.343613407700005 84.431027586750005 24.052187734100006 85.54673771085001 70.865067860500019 14.371157440600003 198.88358152355002 24.355397875400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 5 3 8 12 6 -2 18 -3 11 -11 -10 14 -8 16 17 -5 -16 -1 -20 -21 -22 23 -23 -24 26 -25 -27 -29 -30
right_child=1 2 -4 4 -6 -7 13 -9 9 10 -12 -13 -14 -15 15 -17 -18 -19 19 20 21 22 24 25 -26 27 -28 28 29 -31
leaf_value=-0.037124028988432561 -0.065070366792245593 0.058695018070582985 0.069425489844724964 0.031484310908709692 -0.060771704309356946 -0.08626204299897916 -0.019831930698497671 0.054220655036879978 -0.071744739748037703 0.010368883823808787 0.087906211559226552 0.0069972664989888557 0.033068394969170911 0.036894192749948269 -0.044296914046989294 -0.086884248802752612 -0.048381450138427345 0.019542153985478893 0.045373267839127991 -0.056845580580334558 0.020889485283434955 0.065145618171745065 -0.0076875703765541719 -0.1000202210347667 -0.097500582678370654 -0.00093287615822756778 0.027059781157847074 0.079877514819820236 0.041437702574530423 -0.04823946480238419
leaf_weight=0.0013654926408348247 0.0020978732814708528 0.0015567990384006683 0.0010333277845275815 0.0023316769704919693 0.0019003152952806824 0.0011060934820363855 0.0011390613813240524 0.0012730571173591434 0.0011365965482106333 0.0016098186009456811 0.0010527695767450496 0.0010922040781977671 0.001842020831994251 0.0015119383360087113 0.001117964591338394 0.0010005706108886514 0.0010421401855920109 0.001753834045232161 0.0015162752837503393 0.0011002994610035391 0.005563195765993025 0.0018143287186944681 0.0014077353190121147 0.001118234731984912 0.0014978899161734449 0.075480272761554376 0.0010035973583129021 0.0021240128407384864 0.0015621980093918353 0.0011718175556749699
leaf_count=142 74 27 22 75 76 20 30 22 46 202 13 30 46 19 204 83 50 116 51 64 221 17 81 28 65 983 21 14 26 32
internal_value=-7.48494e-05 -0.0055106 0.00350221 -0.000404507 -0.0121731 -0.0339423 -0.0217562 0.0012744 0.0196506 0.00722384 0.0410266 -0.0331579 -0.00201127 0.0125205 -0.0109287 -0.0263876 0.00681453 -0.0053098 0.000577547 0.00111741 0.000402347 0.00108153 -0.000182466 0.00167263 -0.0539874 0.000276063 -0.0399131 0.00133751 0.036613 0.00300146
internal_weight=0.122323 0.024325 0.01847 0.0174367 0.0109885 0.00585497 0.00474887 0.0979984 0.00644819 0.00489139 0.00266259 0.0022288 0.00908821 0.002651 0.00724619 0.00387237 0.00337382 0.0028718 0.0967254 0.0953599 0.0938436 0.0927433 0.0871801 0.0842745 0.00290563 0.0824601 0.00212183 0.0803383 0.00485803 0.00273402
internal_count=2900 1133 990 968 650 143 123 1767 318 291 215 76 574 49 528 403 125 320 1745 1603 1552 1488 1267 1121 146 1104 49 1055 72 58
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=5 10 5 2 5 5 7 13 17 13 5 10 5 5 2 15 5 6 17 0 5 15 15 8 5 15 8 5 5 5
split_gain=8.98369e-05 0.000369232 0.000284161 0.000268897 0.000199837 0.000257563 0.000698812 0.000285829 0.000888474 0.000411746 0.000275354 0.000941047 0.000584966 0.000377205 0.000681034 0.000345045 0.000259114 0.000759433 0.000593382 0.000566534 0.00045138 0.000423397 0.000488642 0.0007027 0.000443244 0.000437218 0.000857481 0.000595127 0.000638556 0.000955902
threshold=29.040033326300005 60.474177186300004 30.690160697650004 215.60007756200005 26.225713454500006 24.437854605800002 23.539316666200005 117.69263157665002 188.31851043910004 117.68187774410002 23.606333875400001 62.009286778800011 24.225659292200003 22.963361893800002 173.31297745125002 42.133814420300006 21.850554661550003 16.405383309150004 188.94422143290004 86.420486603250012 22.334016245700003 38.469938489650012 38.842471172100005 8.2435668022500028 21.623222698850004 37.434800281900003 8.3434888241000014 21.324133279950001 21.197160116700001 20.950952025950006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 10 13 -12 -13 15 -15 16 21 20 -19 -20 -18 24 -23 -24 25 27 -27 28 29 -3
right_child=2 4 3 -5 -6 6 -8 8 -10 -11 11 12 -14 14 -16 -17 17 18 19 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.044415228883906428 0.046168589077886672 0.001826724932867754 -0.039654508609351102 0.026201465399950455 0.039314042734770037 -0.074373150092582316 0.020676512933437429 -0.022655932135193443 0.058116788512660437 -0.059363249678615539 -0.10001766337431113 -0.030912567096387279 0.058914678812942559 0.058829557388631992 -0.010304159142807426 -0.043306412445528637 0.066964686832838863 0.029848256199311519 -0.05288778242239222 0.0093454700387459733 0.009120500770003221 -0.078094477440606144 -0.057091176961900997 0.039939539218982779 -0.057246264177928601 0.07278645694251823 -0.012462016026837833 -0.070705150391529137 0.070886906040239048 -0.050345824179388612
leaf_weight=0.0018913839135477331 0.0016766884205648889 0.060842453127264995 0.0012552723505244445 0.0012251123876020563 0.0012869832822813001 0.0016113791021406662 0.0014875620002586243 0.0024281681553475201 0.0031009082408104405 0.001182302736424389 0.0011985163766210496 0.0018309022364166178 0.0012001826701948382 0.0029998604283471 0.0027140899316806938 0.0018436408851694721 0.0031194504767677331 0.0031468082730647939 0.003146400083092582 0.0027337079318385804 0.0023769833913254712 0.0015083200234807794 0.0014831943633453193 0.0015023926323837755 0.0013314854318955396 0.0023731510609983344 0.0023466616771656845 0.0012058433464741105 0.0012531978751773023 0.0037269115418006029
leaf_count=158 66 1790 53 46 63 90 31 20 29 9 28 49 19 33 36 37 41 26 37 20 38 16 12 28 18 19 21 17 13 37
internal_value=-7.69061e-05 -0.000590734 0.014369 -0.00712691 0.000130155 -0.000313393 -0.0287472 0.000483335 0.0226444 -0.00068288 -1.504e-05 -0.0250053 0.00465526 0.00104561 0.0259915 -0.000471725 0.00038576 0.0126445 -0.00519907 -0.0239551 0.0419494 -0.00190933 -0.0317016 -0.00826385 -7.73056e-05 0.000983622 0.0304014 -0.00108784 0.000187524 -0.00118465
internal_weight=0.12103 0.116873 0.00415707 0.00248038 0.114981 0.113694 0.00309894 0.110596 0.00552908 0.105066 0.103884 0.0042296 0.00303108 0.0996546 0.00571395 0.0939406 0.092097 0.0145234 0.00902692 0.00588011 0.00549643 0.0775736 0.00449391 0.00298559 0.0730797 0.0717482 0.00471981 0.0670284 0.0658226 0.0645694
internal_count=2900 2735 165 99 2577 2514 121 2393 49 2344 2335 96 68 2239 69 2170 2133 162 83 57 79 1971 56 40 1915 1897 40 1857 1840 1827
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=19 13 5 5 15 13 17 17 10 6 3 9 10 17 17 7 5 6 5 7 6 5 8 16 16 9 13 0 16 16
split_gain=0.000110027 0.000645068 0.000640202 0.000768965 0.000546176 0.000574986 0.00159249 0.000589158 0.00057014 0.000764275 0.000658018 0.000821121 0.000480851 0.000435666 0.00109334 0.000916052 0.000440522 0.000434459 0.00101711 0.000463633 0.000417882 0.00114793 0.000599425 0.000650747 0.00181483 0.000733776 0.000577917 0.00134269 0.000974003 0.000560491
threshold=14.351157895250003 114.65467388920001 20.206488238950005 20.569643378550001 35.645792850250011 117.47217800995001 201.78545703200004 193.92177542215003 62.106071271500007 16.355382140900002 93.308316333450009 197.89372115420002 62.041548276350007 190.02287710315002 192.34053301495001 22.477322886550002 24.038949512150001 16.435384010100005 22.782602051550004 23.345877066950003 16.135377000500004 21.564786815050002 8.6432548896500023 20.784951395750003 19.974953289850003 201.2906445504 109.57886493895002 93.442739239950015 19.214955067100004 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=17 -2 -3 -4 -5 6 7 -6 9 -7 11 -11 13 15 -15 -12 -16 20 -19 -20 22 -22 23 24 26 -25 28 -28 -1 -23
right_child=1 2 3 4 5 8 -8 -9 -10 10 12 -13 -14 14 16 -17 -18 18 19 -21 21 29 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.00071353479668533569 -0.039760498619125888 0.04994845382417424 -0.058855313142795997 0.044703465897351857 -0.01677670000374613 -0.050990034096116882 0.048988616665947088 -0.088982422820434712 0.066690502200173432 0.083600374246007636 -0.0046002235765025962 0.0065498079532328255 -0.045219775740511552 -0.082896439889176346 0.041456697522226478 0.070407059930476371 -0.023772067944847753 -0.049371708155566178 -0.0066166044532022976 0.055298191369892426 0.06797418076947942 -0.05561282831604774 -0.060204005543178174 0.068785544667084295 -0.068103492859445794 -0.010512805752910583 -0.0034918452507621011 0.080968964888554554 -0.074341288577651016 0.023420768390544522
leaf_weight=0.036421302436881006 0.0031179420657174708 0.0032575998241171069 0.0018659042156627939 0.0034653124219516931 0.0020628167754286357 0.0021401120724859847 0.0020950013259835032 0.0024989910849164687 0.0016535191739004583 0.0025028862713725166 0.0041196754399859294 0.00309146331260024 0.0019729601919290874 0.0015909049674701775 0.002483312185532327 0.0026922970248046685 0.0017756824179366859 0.0059843204971791212 0.0059655972914822138 0.0015169938805001948 0.003213351737642256 0.0017152745834585481 0.0016975727877090998 0.0027688613977829837 0.0039712985791169322 0.00201690469617688 0.0053268754898597726 0.0029106565037864129 0.0018152060837426367 0.0018816893875809584
leaf_count=1670 38 27 17 36 21 31 29 25 14 19 54 24 35 32 23 35 42 73 323 22 38 22 38 24 37 27 44 22 35 23
internal_value=-7.39888e-05 0.00401966 0.00749583 0.0036555 0.0070715 0.00282091 -0.0231856 -0.0563315 0.0100274 0.00583893 0.0118511 0.0410219 0.000700137 0.00785533 -0.0121612 0.0250449 0.0142612 -0.00232142 -0.0186413 0.00593578 0.00112669 0.0245369 -0.00167385 0.000125117 -0.00321822 0.0353662 0.00232636 0.0263516 -0.00284955 -0.0142678
internal_weight=0.119592 0.0423864 0.0392684 0.0360108 0.0341449 0.0306796 0.00665681 0.00456181 0.0240228 0.0223693 0.0202292 0.00559435 0.0146348 0.0126619 0.0058499 0.00681197 0.00425899 0.0772059 0.0134669 0.00748259 0.063739 0.00681032 0.0569287 0.0552311 0.0504453 0.00478577 0.046474 0.00823753 0.0382365 0.00359696
internal_count=2900 502 464 437 420 384 75 46 309 295 264 43 221 186 97 89 65 2398 418 345 1980 83 1897 1859 1808 51 1771 66 1705 45
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=16 13 0 9 13 5 9 0 13 5 17 15 2 18 7 7 7 0 7 18 5 15 18 7 2 4 0 4 5 7
split_gain=9.78982e-05 0.000436703 0.000358189 0.00048483 0.000404055 0.000360766 0.000597383 0.000696947 0.000455 0.00039618 0.00043062 0.000757821 0.000611448 0.000400199 0.000306365 0.000524948 0.000384886 0.000336459 0.000674357 0.000961692 0.00045244 0.00056823 0.000446026 0.00100908 0.00112624 0.000831056 0.000629622 0.000478013 0.000652315 0.000562527
threshold=22.624947093000003 117.70876232545002 86.280686780500005 197.19111486365003 117.54207792135001 21.005083245250002 186.67271206880002 85.656964494200011 117.57971633515002 27.955576342550007 188.16174763880002 42.670190152050004 136.00952513250002 13.415872650200003 22.580174331950005 22.446731871300006 22.747724408400003 85.775256651950016 22.806258769100005 13.197799034350002 24.301614351200005 44.617051254100005 13.809421053700001 23.699538637550003 139.80186571705002 267.88310861120004 88.028184565250015 168.72122291465004 17.671168838450004 23.587720440700004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 7 -7 -8 10 11 -10 -12 -14 15 -1 -16 -18 -19 -20 21 22 23 24 -21 -26 -24 28 29 -28
right_child=2 -3 3 -5 5 6 8 -9 9 -11 12 -13 13 -15 16 -17 17 18 19 20 -22 -23 26 -25 25 -27 27 -29 -30 -31
leaf_value=0.0051987060889429814 -0.057391431776427609 -0.066561593326181029 0.062939452812400626 0.0080304944017903397 -0.038892240450098425 0.001365928070964638 0.054503647804140236 0.090393114968816704 -0.1000241552258837 0.027924862075212043 0.045014892515195942 0.0084082063654379539 -0.079884747251205035 -0.0034885188034931287 -0.028785899656266135 0.062263464349139423 -0.053717952236701776 0.063816865006578433 -0.088244569655141269 0.032995087063877035 0.051457956414211671 -0.074257119011710671 -0.054704423861135748 0.065873085382563104 -0.061516596656475714 0.012096658755781484 0.048440443553636581 0.0012436937279360315 -0.079062902122507897 -0.033121072021001036
leaf_weight=0.012395234181402093 0.0012583410072132982 0.0010226522377275163 0.0021828629287483636 0.0061067652866313438 0.0019394222894533178 0.0018977939544515552 0.0011409604211861943 0.0016385515703092324 0.0015592236622730135 0.0019176808999077366 0.0016095281664547656 0.0010987166835149205 0.0010854493313912639 0.0018618773040977032 0.0055193641091363923 0.001853053963294494 0.0012073603940629387 0.0015943367722253124 0.001268158546491093 0.0058573012720444309 0.0016447491925077875 0.0010602611785027185 0.0024276045052453723 0.0030596436208725217 0.0033865220967541632 0.002802978482505325 0.001258560540918551 0.041413792387867208 0.0018195056942200694 0.0025772319356960338
leaf_count=540 37 59 24 66 20 29 15 14 28 27 16 23 31 32 55 36 47 21 20 38 27 20 34 15 24 25 10 1483 26 58
internal_value=-6.51575e-05 -0.00157759 0.00544529 0.0224894 -0.00286214 0.00149467 0.00716654 0.0426163 -0.00503606 -0.0124746 -0.0232127 -0.0552013 -0.0045543 -0.0316239 -0.000848476 0.0126202 -0.00334409 -0.00137678 -0.000476194 -0.00197095 -0.00034546 -0.00164304 -0.000451306 0.0145891 0.00156403 -0.0281801 -0.00504166 -0.00248029 -0.029751 -0.00635995
internal_weight=0.117465 0.0921683 0.0252972 0.00828963 0.0170075 0.0157492 0.0138098 0.00353635 0.0102734 0.00913248 0.0072148 0.00265794 0.00455685 0.00294733 0.0911457 0.0142483 0.0768974 0.071378 0.0701706 0.0685763 0.0673082 0.0656634 0.0646031 0.0151064 0.0120468 0.0061895 0.0494967 0.0470691 0.0056553 0.00383579
internal_count=2900 2538 362 90 272 235 215 43 172 157 130 51 79 63 2479 576 1903 1848 1801 1780 1760 1733 1713 102 87 49 1611 1577 94 68
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=10 17 17 5 6 18 5 17 5 5 9 9 2 17 17 9 17 9 17 2 2 5 7 2 7 4 18 6 7 7
split_gain=9.7485e-05 0.000172 0.000226748 0.000166445 0.000220737 0.00020103 0.000274932 0.000406392 0.000193927 0.000177153 0.000137641 0.000268241 0.000178503 0.000188395 0.000566312 0.000254312 0.000224359 0.000415503 0.000323988 0.000584138 0.000325553 0.00050266 0.000258365 0.000252518 0.000201337 0.000450261 0.000391972 0.000368824 0.000523263 0.000235372
threshold=90.988176966900014 242.64190980425005 220.68978861510001 2.5966915737500007 3.6650856341500009 17.248993197150003 11.848158554650002 193.73902333365001 13.175707186950001 12.953076575250002 223.24918598180003 220.28141982375004 347.55895130095001 208.12573104970002 212.33270692945004 215.80505313260002 204.75389752000004 202.37225149245003 200.83528241485001 229.52120806975003 91.18717909130001 21.495293572000005 24.701534972700003 172.13023932170003 24.861556163250004 223.24437974565004 15.150044688000003 14.815346158200002 26.367140210550001 23.124786352450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 -8 -7 11 12 13 15 -15 16 18 -18 24 20 -20 22 -22 -19 26 -26 29 28 -27 -10
right_child=-2 -3 -4 4 5 9 8 -9 10 -11 -12 -13 -14 14 -16 -17 17 23 19 -21 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.040027768486655485 -0.031136970346358407 0.039647066292469911 -0.036347192627137981 -0.044548909014348353 -0.067554075082116291 0.060092810942901878 0.030174344961067912 0.0073059240459772126 -0.0033858345482611629 0.001735730683404108 0.025216571534485949 -0.046372201454726932 -0.040945148693142329 -0.062628224981351094 0.024865331477434742 0.038277688933377456 0.053320532443196733 0.025671762658924568 -0.08648271985877258 0.029794203607081283 0.037477808883885008 -0.065099818074498481 -0.029745342601432013 -0.043763307825993011 0.020812518069693062 -0.074068094815774574 0.055640929189626126 0.019679673771714014 0.011707912215227531 0.00791814799096454
leaf_weight=0.0010486126885176352 0.0010012059089830735 0.0010949486112004072 0.0017071786156759852 0.0011012458404060501 0.0014657199629722331 0.0010517941121985777 0.0021844850186205625 0.0014353138679528143 0.040439553923080004 0.0010292038568167072 0.002130572441220501 0.001257080427230938 0.0010477470815774262 0.0016806484894158471 0.0013214554009484125 0.0018268702340370193 0.0021970087777932737 0.0010511956216561202 0.0010943578203878026 0.0016818377330325429 0.0012148904112905257 0.0017684400024791103 0.0010799877261007396 0.0010438839728621474 0.0022844647431150547 0.0024581626982584925 0.0013753185206808452 0.0010008279751332338 0.0010007231690565277 0.033829157713478025
leaf_count=32 319 28 91 99 158 48 53 102 845 35 52 40 57 55 43 58 21 22 20 26 19 19 32 19 54 91 25 13 16 408
internal_value=-6.82501e-05 0.000202468 -0.00017703 0.000373805 -6.29573e-07 0.000445558 -0.000148348 -0.0305164 0.000690937 0.031231 6.43227e-05 -0.000468084 0.000112471 0.000549873 -0.0241156 0.0013265 0.00060467 0.0229371 -0.000469577 -0.0213834 -0.0380717 -0.0250333 0.00584206 -0.00892461 0.0012666 -0.0152893 0.00274267 -0.0337822 -0.0492514 0.00176309
internal_weight=0.115904 0.114903 0.113808 0.112101 0.111052 0.109951 0.10787 0.00290103 0.104969 0.002081 0.102784 0.100654 0.0993965 0.0983488 0.0030021 0.0953467 0.0935198 0.00429209 0.0892277 0.00683951 0.00515768 0.00406332 0.00229488 0.00209508 0.0823882 0.00674418 0.075644 0.00445971 0.00345889 0.0742687
internal_count=2900 2581 2553 2462 2430 2331 2248 260 1988 83 1935 1883 1843 1786 98 1688 1630 62 1568 116 90 70 51 41 1452 174 1278 120 107 1253
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=19 13 5 5 15 5 5 10 2 6 0 3 4 17 10 18 18 17 16 7 6 5 17 6 5 8 16 16 2 16
split_gain=0.000104966 0.000490243 0.000589513 0.000659351 0.0004424 0.000596214 0.000755484 0.000550066 0.000408683 0.000638009 0.000577625 0.000564588 0.000519597 0.000612713 0.000583536 0.000428189 0.000720848 0.000583208 0.000367984 0.000360219 0.000350259 0.000872926 0.000430151 0.000377686 0.000933551 0.000513497 0.000538487 0.00152035 0.000796669 0.000463876
threshold=14.351157895250003 114.65467388920001 20.206488238950005 20.569643378550001 35.645792850250011 21.446355970350002 21.746930049350002 62.132955852800002 285.16564649850005 16.355382140900002 86.692020874450009 92.913112988300014 248.34582299520005 188.07781354100004 62.036171360100006 13.373311100250001 13.24392582145 197.84582410835003 22.624947093000003 21.943165609950004 16.435384010100005 22.782602051550004 186.67336014325002 16.135377000500004 21.564786815050002 8.6432548896500023 20.784951395750003 19.974953289850003 225.03577181225003 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=20 -2 -3 -4 -5 7 -7 -6 9 -8 12 -10 13 19 15 16 -14 -17 -15 -11 23 22 -22 25 -25 26 27 -1 -28 -26
right_child=1 2 3 4 5 6 8 -9 11 10 -12 -13 14 18 -16 17 -18 -19 -20 -21 21 -23 -24 24 29 -27 28 -29 -30 -31
leaf_value=0.0018860020078787676 -0.035023181951303849 0.048642906238117047 -0.055969898880644964 0.041102880032997668 -0.002434328060278575 0.071195922298896541 -0.046566380876029101 -0.065407258345834385 0.099366092893236085 0.018549716065605602 0.065638696753403822 -0.002268796585330466 -0.024879281712565544 0.01265051119642515 -0.075893948617574897 -0.070019349308620513 0.087353878996502168 0.019605773321962228 0.06632601481707702 -0.050233298285384566 -0.015101807301298203 0.0058485480394556014 -0.070249970619506594 0.06460475427235067 -0.050887396000118185 -0.056969939435078359 0.065936678365311918 -0.064309655657469975 -0.020096905051973681 0.023078755650686806
leaf_weight=0.045544316412575947 0.002972981899027608 0.0031390948953671218 0.0017758152367410842 0.00333565005797709 0.0037884422432199463 0.0018525104360378455 0.0025600868933770551 0.0021883346526010428 0.0010301929813749658 0.0014549252639426413 0.001529067765659419 0.0011642834277512809 0.0012084793720221762 0.0025840661261327114 0.0014438071065226502 0.0016023774837763405 0.0010870287739979528 0.0013275797698071301 0.0025256070130126318 0.001597252980607422 0.0025016508390127675 0.0072690714776587504 0.0032541576461949662 0.0029925988042407443 0.0016117380811777604 0.0016371560987864511 0.002795572333866402 0.0037557715234726166 0.001750142575957625 0.0017890373444970744
leaf_count=1771 38 27 17 36 33 19 35 21 16 23 12 30 38 21 31 24 15 17 29 20 30 345 43 38 22 38 28 37 23 23
internal_value=-7.13577e-05 0.00405296 0.00717634 0.00335412 0.00661774 0.0026435 0.00996501 -0.0254912 0.00459289 -0.000145185 0.00711893 0.0454435 0.00108562 0.0180053 -0.0196206 -0.0040722 0.0282683 -0.0294097 0.0391812 -0.0174455 -0.00228312 -0.0171879 -0.0462809 0.000854311 0.0238697 -0.00179778 -0.000120295 -0.00315691 0.0328129 -0.0119762
internal_weight=0.115069 0.0401676 0.0371946 0.0340555 0.0322797 0.028944 0.0229673 0.00597678 0.0211148 0.0189203 0.0163602 0.00219448 0.0148311 0.00816185 0.00666927 0.00522547 0.00229551 0.00292996 0.00510967 0.00305218 0.0749012 0.0130249 0.00575581 0.0618763 0.00639337 0.055483 0.0538458 0.0493001 0.00454571 0.00340078
internal_count=2900 502 464 437 420 384 330 54 311 265 230 46 218 93 125 94 53 41 50 43 2398 418 73 1980 83 1897 1859 1808 51 45
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=19 10 5 5 9 15 5 5 8 2 6 0 16 15 10 15 17 9 12 9 4 2 2 2 7 16 18 0 7 9
split_gain=8.74087e-05 0.000413059 0.00063362 0.000555322 0.000547618 0.000402244 0.000495833 0.000648872 0.000486254 0.000350576 0.000529579 0.00049102 0.000485846 0.000497957 0.000720095 0.000612805 0.000673627 0.000336241 0.000810522 0.000708688 0.000779731 0.000947693 0.00071439 0.000644177 0.000610757 0.000544511 0.000759259 0.00057316 0.000966442 0.000542107
threshold=14.351157895250003 64.654729579150015 20.206488238950005 20.569643378550001 196.26893085885004 35.645792850250011 21.446355970350002 21.746930049350002 8.3434888241000014 285.16564649850005 16.355382140900002 86.692020874450009 22.564947233300003 40.682889193900003 61.987779113750001 42.133814420300006 195.24502669890003 195.74493321760002 309.23973140915007 183.38674815750002 234.33905321295003 128.59294673040003 108.54085696455002 197.03438354685002 25.308871412700004 22.514947350300002 13.954623666350001 90.662873533100012 23.903127120600004 201.63419974125003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 -4 -3 -5 8 -8 -7 10 -9 12 -12 14 -14 -15 -17 19 23 -1 21 22 -21 25 -25 26 -19 -28 -29 -30
right_child=1 4 3 5 -6 6 7 9 -10 -11 11 -13 13 15 -16 16 -18 18 -20 20 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0044050040774725845 0.054927410627125542 0.012099690204998403 -0.052004137457011747 0.03971027855533614 -0.067095343341606606 0.0026898509720601916 0.067503688630689757 -0.042840198058335735 -0.055068515352077067 0.043020360751735744 -0.045628009803273431 0.06174033652403426 -0.0099461517522279469 -0.046901338462604032 0.081109436297338744 -0.011180375053339396 0.056686399227899711 0.04600921150673172 -0.051081674629983691 -0.0062908686839206751 -0.06275740327815825 0.063694601025359093 -0.063294038895484253 0.060892810247579268 0.00070336434189739651 -0.033489808944607471 0.070804190894272243 -0.08020125878611184 0.026246227032703184 -0.0094038636239879066
leaf_weight=0.017985331006666962 0.0025579225070177921 0.0016810130002795623 0.0017230037817723689 0.0032332347556547373 0.0018167998021247911 0.0032343225807096579 0.0017632411650083659 0.00250739716713999 0.0026533377649684553 0.0020976372314557177 0.0019345621292243828 0.0014664396617263256 0.0015780364473969586 0.002450156266348813 0.0019316437010274967 0.004331598170840216 0.0022080700561533106 0.0041471270477761992 0.0024883213587748925 0.0079583933998102485 0.0039949034971313744 0.0014606181987915088 0.003037752994936139 0.0039853442254327289 0.0029219134033098282 0.0038604283258438779 0.0010713353970559494 0.0015497170537628327 0.0062209034089246223 0.013569611330030373
leaf_count=1174 24 14 17 35 28 28 19 35 26 46 22 12 33 26 16 91 30 50 107 107 118 13 41 55 134 45 17 19 105 413
internal_value=-6.32322e-05 0.003759 0.00697474 0.00327045 -0.029035 0.00630451 0.00246849 0.00929191 -0.0233396 0.00428636 -0.000127497 0.00660799 0.00100678 0.0082245 0.0401687 -0.00424669 0.0117343 -0.0020795 0.0041789 -0.0093152 -0.0243144 -0.0119857 -0.0220383 0.00786278 0.0354314 0.00160278 0.00670365 -0.000569606 -0.00415276 0.0018023
internal_weight=0.11342 0.0391684 0.0356706 0.0331127 0.00349781 0.0313897 0.0281564 0.0222688 0.00588766 0.0205055 0.0184079 0.0159005 0.0144341 0.0124995 0.00350968 0.00898982 0.00653967 0.0742517 0.0398147 0.034437 0.0164517 0.0124568 0.0109961 0.0373264 0.00690726 0.0304191 0.0265587 0.0224116 0.0213402 0.0197905
internal_count=2900 502 460 436 42 419 384 330 54 311 265 230 218 196 49 147 121 2398 945 1453 279 161 148 838 189 649 604 554 537 518
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=16 2 19 5 15 19 10 13 3 9 9 17 7 19 0 7 17 5 5 7 16 9 9 7 9 10 7 4 2 6
split_gain=8.10543e-05 0.000385096 0.00042348 0.000465113 0.000558829 0.00058792 0.000646419 0.000879271 0.000691458 0.000562155 0.000445919 0.000285783 0.000260921 0.000490245 0.000386098 0.000252745 0.000410046 0.000384474 0.000381956 0.000301962 0.000246609 0.000211965 0.000840946 0.000819969 0.00089072 0.000616988 0.00138961 0.000576154 0.000513277 0.000373916
threshold=22.624947093000003 311.26728953445007 14.251149826300002 24.038949512150001 43.132842597400007 14.551174033150001 62.025417527550012 117.61735474900001 93.356708579850007 187.70546222865002 205.70977008025002 193.27174326030004 22.580174331950005 14.451165964200003 85.939252597950016 22.372035319250003 183.74297291365002 20.950952025950006 19.585698137700003 21.403954852200005 22.604947139800004 196.26893085885004 195.39349636155001 23.031046061850002 197.33595066125002 62.106071271500007 23.699538637550003 168.72122291465004 192.77055391600001 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=12 2 -2 4 5 6 7 -4 -8 -9 -5 -7 13 15 20 16 17 18 -1 -18 -14 22 29 -23 -25 28 -27 -28 -26 -16
right_child=1 -3 3 10 -6 11 8 9 -10 -11 -12 -13 14 -15 21 -17 19 -19 -20 -21 -22 23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.001111749840517387 -0.041509662831550782 0.057528727393882942 0.086851554887447391 -0.054428882210426993 0.056018402516612109 -0.054646753370298284 0.021950475091282798 0.051387306628168886 -0.067319794235598904 -0.022216118256586953 0.011859466791362317 0.0023196579086709689 -0.010073841753503052 0.058135037304070963 -0.011938411185573469 0.038644975601800878 -0.00016286694083231257 -0.0071637444405746363 0.074147442780368694 -0.071209640608368013 -0.075439793736808272 -0.053699229779654606 -0.063221986218096299 0.055697351686376607 -0.074693368728226558 0.060661275563055242 -0.055551652809573117 0.0015009033204711293 -0.0036548687417838708 0.014633018429445317
leaf_weight=0.0014152584280123816 0.0020307690989450683 0.0013244632847512266 0.0022844870023845942 0.0021959041545630822 0.0026450461551519302 0.0019659090012069677 0.0020305577381805051 0.0018379704952167231 0.0015150515220057059 0.0023831275857078005 0.0018867193344083155 0.001595233319008571 0.0011095550065983242 0.0019031935951776555 0.01719217377442029 0.001772237369896291 0.0011096300082604213 0.0054658858935492625 0.0014493463023448339 0.0012980042284998494 0.0012028988494545206 0.0025134054513244941 0.002629545843263025 0.0032125261297846269 0.0018551577079506309 0.0039992368518113634 0.00188890533556929 0.028133607585422282 0.0022515024141374074 0.0076535965766274519
leaf_count=53 32 28 21 73 30 24 25 18 18 32 40 21 40 21 777 42 48 390 29 48 29 24 37 25 17 38 48 768 33 71
internal_value=-5.61388e-05 0.00513557 0.00203363 0.00638105 0.0139589 0.00578625 0.0181565 0.0368784 -0.016195 0.00983263 -0.0237948 -0.0291283 -0.0014532 0.010851 -0.00386143 0.00365772 -0.00211663 0.00838876 0.0380641 -0.0384656 -0.0440761 -0.0025577 -0.00944474 0.00175712 0.0051287 0.000868011 0.00528758 -0.00208863 -0.0357461 -0.00375324
internal_weight=0.111751 0.0236952 0.0223708 0.02034 0.0162574 0.0136123 0.0100512 0.00650559 0.00354561 0.0042211 0.00408262 0.00356114 0.0880557 0.0144136 0.0736421 0.0125104 0.0107381 0.00833049 0.0028646 0.00240763 0.00231245 0.0713297 0.0274753 0.0438543 0.0413409 0.0381284 0.0340217 0.0300225 0.00410666 0.0248458
internal_count=2900 362 334 302 189 159 114 71 43 50 113 45 2538 631 1907 610 568 472 82 96 69 1838 885 953 929 904 854 816 50 848
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=18 17 7 7 3 5 5 13 8 3 7 19 5 5 5 2 2 19 15 5 6 15 15 15 9 9 17 17 10 17
split_gain=8.0672e-05 0.0001538 0.000161844 0.000279824 0.00027241 0.000193554 0.000425547 0.000151371 0.000796838 0.00025708 0.000579836 0.00018321 0.000269036 0.000618742 0.000380136 0.000790905 0.000258542 0.0002548 0.00025269 0.00039792 0.000823746 0.000337355 0.00124139 0.000826574 0.000546563 0.000829257 0.000501804 0.000759256 0.00115117 0.00103639
threshold=11.257534840550003 166.83257850275001 19.041006859700005 18.555211917450002 101.23926781830001 25.763052016400003 24.779543538450003 117.69263157665002 8.543332867800002 93.964300117300013 22.446731871300006 14.651182102100002 23.721757872050002 24.301614351200005 22.963361893800002 173.31297745125002 339.55821382900007 10.250827068050002 39.940798674500009 21.850554661550003 16.465384711100004 31.385732506450001 32.188927121800006 31.000143748900005 185.50567866740002 188.99238851175002 206.02826764000002 198.29010168345002 62.837331883000012 192.2469332606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 9 -9 11 -11 12 14 -14 16 -16 17 -4 19 21 -21 23 -23 -19 -24 -26 27 29 -29 -27
right_child=1 2 4 -5 -6 -7 -8 8 -10 10 -12 -13 13 -15 15 -17 -18 18 -20 20 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=0.027415449989191799 -0.028412732821690424 -0.0090045272275905523 -0.050887988111083228 0.060830515581492495 -0.046740977079243969 0.029666139708435981 -0.055894087776663687 0.041822974526955124 -0.038554420505156561 -0.085011848948224042 0.015335918068856933 0.027237348714050064 -0.072582837928398286 0.024543399841405619 0.074551113449418463 -0.0064728576236768726 0.036009128258290939 0.0018713186753595767 -0.017682483326503406 0.070950627108313513 -0.014703175231471091 -0.096787360114280824 -0.040525208452466328 0.081638120073107515 0.061412003480314871 0.01209386338999925 -0.05746937202044422 -0.037735870066666087 0.051808238752880903 -0.046845247876618507
leaf_weight=0.0010592466344451065 0.0019139845718304646 0.0011300795540363636 0.0010552140593583911 0.0011655496500679874 0.0012527330724603344 0.0021782149266215542 0.0013662447531913443 0.0038627380681646164 0.001811966658681996 0.0011249468283279903 0.0011796478919113146 0.0024341166558770047 0.0015585462328333568 0.0011324973965562701 0.0020653777128245556 0.002891223132660159 0.0018232558280541758 0.037001930110242054 0.0085295679879553166 0.0023107178165417954 0.0021840292492925073 0.0015488044464682096 0.0036606643213232806 0.0013463526900068237 0.0020725594049508791 0.0063513871198090932 0.0016714652578031499 0.0020203065469104322 0.0049616352746476577 0.0056262459390867825
leaf_count=72 253 35 184 26 108 89 60 39 40 32 32 27 40 22 17 36 105 1161 112 30 20 30 34 15 20 64 51 18 51 77
internal_value=-4.87666e-05 -0.000315093 0.00018602 0.0264525 -0.000388126 0.000171458 -0.000460936 0.000294715 0.016158 -0.000657363 -0.0336471 0.000166824 -0.000566853 -0.0317083 0.000395065 0.0272892 -0.00122734 -0.00207239 -0.0014227 0.000537401 0.0293308 -0.00141576 -0.00977916 0.00467182 -0.00466775 0.00111381 -0.00494365 -0.000313009 0.0258976 -0.0155916
internal_weight=0.110291 0.109232 0.107318 0.00229563 0.105022 0.10377 0.101591 0.100225 0.0056747 0.0945505 0.00230459 0.0922459 0.0898118 0.00269104 0.0871207 0.0049566 0.0821641 0.0803409 0.0792857 0.0707561 0.00449475 0.0662614 0.0279131 0.0383483 0.0263643 0.0227036 0.020631 0.0189596 0.00698194 0.0119776
internal_count=2900 2828 2575 61 2514 2406 2317 2257 79 2178 64 2114 2087 62 2025 53 1972 1867 1683 1571 50 1521 345 1176 315 281 261 210 69 141
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=6 8 2 0 18 2 17 8 5 16 6 5 9 0 2 9 18 13 19 0 16 10 10 15 6 10 13 13 15 3
split_gain=7.51049e-05 9.95551e-05 0.000367609 0.000309901 0.000307107 0.000181506 0.000697309 0.000392522 0.000288205 0.000228987 0.000207394 0.00054713 0.000689853 0.000606682 0.000666149 0.000405567 0.000658089 0.000565303 0.000328171 0.000511742 0.000276264 0.000482094 0.000507591 0.000469273 0.000557264 0.000353595 0.000327094 0.000617937 0.000482067 0.000449914
threshold=22.585527707250005 8.8430989333000021 56.184788788300004 87.568458224950021 12.903279561150002 59.615984903700003 181.49225329600003 8.7431769115000026 21.964328598750004 22.724946859200003 16.455384477450004 22.782602051550004 197.58039077460003 86.162394622750014 121.41360778140002 185.50567866740002 13.117211680300001 117.54207792135001 14.451165964200003 85.253695774650012 22.634947069650003 62.057679025150001 62.399113207700005 42.133814420300006 16.405383309150004 63.154569942350008 117.47217800995001 117.38883580790001 39.283112803100003 93.136255013150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 -1 9 -9 10 20 12 15 14 -13 -12 -17 -18 19 -16 23 -22 -23 26 25 -25 27 28 -7 -28
right_child=-2 2 3 -5 -6 7 -8 8 -10 -11 11 13 -14 -15 18 16 17 -19 -20 -21 21 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=0.024810346326371156 0.027119508235247444 0.038946225527788168 -0.0032791663923631901 0.009196959713969409 -0.072614361102343636 -2.0085495853287061e-06 -0.063453413548575324 0.065913843898769281 0.0038556357325525178 0.026601076910837546 -0.051293137925597199 0.066248582729828365 -0.072105032888580778 0.051275159091966005 -0.0085970825203642905 0.049797546169568718 0.019210880037114964 -0.048853496179570188 0.017436057029199242 -0.08455372126939581 0.051893652531567226 -0.05141376707022615 0.040021244199499005 -0.086433914154755209 0.013598642171911252 -0.014931532780352579 0.052265008812206505 -0.058636647166009297 0.049945418417283734 -0.0047676408205198553
leaf_weight=0.0016988924785454875 0.0010083309734909554 0.0010654840567951842 0.0010156919916814999 0.0015391792354342293 0.0017216991856525699 0.053592443933653325 0.0018917744618640597 0.0015943927436410368 0.0014102779116527131 0.0031488864122195528 0.0019923135481566545 0.0010262223841272936 0.0023892063061856659 0.0024395608670602087 0.0023169261167629673 0.0019118438849545782 0.0021594222862149071 0.0028055946318090719 0.0015171070886197038 0.0014371934590021013 0.0028199543990778944 0.0013031576057566385 0.0011367530253210134 0.0017285609285004238 0.0017593831939253235 0.0011529049494790559 0.0029344772538024691 0.0017449403594582682 0.0020046085138264716 0.0026164995779254241
leaf_count=25 8 13 48 32 57 1828 40 24 22 36 16 72 36 19 180 21 21 28 35 60 38 30 21 36 23 35 20 14 37 25
internal_value=-4.56617e-05 -0.00029958 -0.0136087 -0.0267025 -0.046888 0.000393834 -0.0216922 0.00119534 0.0367861 8.0682e-05 -0.000819313 -0.00983983 -0.024412 0.00893763 -0.00746345 -0.0115643 -5.43228e-05 -0.0192504 -0.021814 -0.0376756 0.00165849 0.0237329 -0.00881425 -6.07671e-05 -0.0307478 -0.0578251 0.00220361 -4.01814e-05 0.0017989 0.0253822
internal_weight=0.108884 0.107875 0.00534205 0.00427657 0.00273739 0.102533 0.00359067 0.0989426 0.00300467 0.095938 0.0927891 0.0199954 0.0112584 0.00873701 0.00629745 0.00886917 0.00687686 0.00496502 0.00527123 0.00375412 0.0727937 0.00525987 0.00243991 0.0675338 0.00464085 0.00288147 0.062893 0.057342 0.0555971 0.00555098
internal_count=2900 2892 150 137 105 2742 65 2677 46 2631 2595 488 122 366 347 86 70 49 275 240 2107 89 51 2018 94 71 1924 1879 1865 45
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=17 17 8 5 17 18 9 9 9 9 9 10 17 17 18 15 0 9 2 17 2 17 8 17 17 2 7 9 18 2
split_gain=8.22056e-05 0.000293688 0.0002657 0.000685447 0.000500116 0.000466933 0.00032594 0.000510075 0.000610899 0.000299629 0.0005277 0.00024656 0.000232619 0.000316941 0.000284298 0.00134513 0.000725833 0.000446839 0.000416909 0.00112214 0.000517251 0.000477453 0.000654387 0.000605707 0.000548477 0.000334109 0.000323281 0.000597397 0.000575828 0.00043755
threshold=187.45953903175004 186.83097010915003 8.4434108459500017 21.042547594650003 182.28951942140003 12.327130025600001 205.07255049940002 201.2906445504 192.33792147965002 189.54401862130001 187.70546222865002 61.950140699950005 187.73134645290003 187.98346801990002 13.278511569200001 41.657300687350009 86.345209775600011 191.87997069285004 95.580212559300023 194.58701840130001 103.98563613345001 199.55131508320002 8.1436447804000007 196.65693750130004 200.83528241485001 108.54085696455002 23.124786352450005 185.04294426330003 13.3584252364 139.80186571705002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 7 8 9 10 -1 -6 -2 -14 15 16 25 -17 19 -16 -20 23 -23 -21 -24 -15 27 -22 -28 -29
right_child=12 -3 3 4 11 -7 -8 -9 -10 -11 -12 -13 13 14 18 17 -18 -19 20 21 26 22 24 -25 -26 -27 28 29 -30 -31
leaf_value=-0.0027759513956885831 0.035147185836381226 -0.046130328516070788 0.054916383861586093 -0.011077038008192892 -0.074865591518885749 0.072524816233551434 -0.06061746839995269 0.055047305456785212 -0.067367232693525125 0.037062757918265014 -0.076544211948706919 -0.0076992559103336985 -0.050557678147325327 0.033930175639306129 -0.063965883645589777 -0.008008823845511456 0.084474352537365127 -0.10002391422589603 0.050460342190289401 -0.017548350506759732 0.022331998063759819 0.038266333589638032 -0.0030044513182527063 0.061863329925619139 -0.093026267626955497 -0.016616615774500715 0.066851910126673283 0.0019039868379387042 0.0018123108332490777 -0.064212147337158701
leaf_weight=0.012923509262297676 0.0020170071417766602 0.0016085446870549849 0.0026380021070955256 0.001826379813717693 0.0011827980935022195 0.001053389819188566 0.0011240703479581038 0.001307878897583283 0.0016616340011953437 0.0016245812979061658 0.001048391331543109 0.0010160002560588651 0.0011856597327881682 0.0039680509476056613 0.0036508275245251626 0.0010541732426474501 0.0022063662597702205 0.0010568542014503246 0.0021865771509044221 0.0016809089702736202 0.0022341257267829403 0.0012564827677010726 0.0013232164909737776 0.0022410630381557439 0.0013854306007257122 0.001950452477741893 0.0014052670190767272 0.0015371990675703273 0.043456725160126705 0.0028693120822539057
leaf_count=724 24 48 39 29 25 35 64 31 61 26 13 21 24 40 62 33 22 33 41 18 80 23 16 24 36 28 15 10 1207 48
internal_value=-5.27715e-05 -0.00460225 -0.00216489 0.0135633 -0.00791705 0.0195037 -0.0083288 -0.00516301 -0.00972595 -0.0035849 -0.0083112 -0.04383 0.00162527 0.000743137 0.00154916 0.0170434 0.0355216 -0.0540748 -0.000882302 -0.0181282 0.00282388 0.00308941 -0.0213804 0.0278285 -0.0490492 0.0172724 0.000801444 -0.0197911 0.00384963 -0.0411477
internal_weight=0.107681 0.0290152 0.0274066 0.00771657 0.00507857 0.00287977 0.0196901 0.018566 0.0172581 0.0155965 0.0139719 0.0021988 0.0786657 0.0766487 0.075463 0.0102359 0.00812487 0.00211103 0.0652271 0.0115379 0.0536892 0.0078871 0.00396513 0.00392197 0.00270865 0.0059185 0.0515026 0.00664064 0.044862 0.00440651
internal_count=2900 1116 1068 149 110 64 919 855 824 763 737 46 1784 1760 1736 156 90 66 1580 179 1401 117 75 42 52 68 1360 138 1222 58
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=5 10 5 2 17 7 13 18 7 5 0 7 7 16 18 18 7 18 7 15 7 18 18 16 18 19 6 7 17 16
split_gain=7.56385e-05 0.000373481 0.0002179 0.00021663 0.000145719 0.000311963 0.000295042 0.000181373 0.000180078 0.000399369 0.000840458 0.000284554 0.000403447 0.000268318 0.000394907 0.000240432 0.000711645 0.00042692 0.000551014 0.000785697 0.000263935 0.00022687 0.000274219 0.00087202 0.000636693 0.000500196 0.000411505 0.000528897 0.000579547 0.000399793
threshold=29.040033326300005 60.474177186300004 30.690160697650004 215.60007756200005 168.75790693355003 20.940097048150005 104.94396312205002 13.901940775400002 22.124753953150002 21.964328598750004 93.577162146500015 22.296968840150004 22.398098708400003 22.694946929300002 13.415872650200003 12.949570119650001 22.580174331950005 13.042786209850002 22.765858321950002 32.706399462450001 22.806258769100005 13.197799034350002 13.482409244300003 22.584947186600004 13.5308213324 14.451165964200003 16.565387047600002 23.345877066950003 196.15688609640003 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 -2 -4 7 6 -6 -3 9 10 -7 -10 -13 15 -15 -14 -17 -18 19 -19 -20 -22 23 -23 -24 29 27 28 -26 -25
right_child=2 4 3 -5 5 8 -8 -9 11 -11 -12 12 13 14 -16 16 17 18 20 -21 21 22 24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.046867096875447128 0.042025677901972112 -0.056242858323437561 -0.0361021284252094 0.024607967608733503 -0.0060345223478480469 -0.084362105342700736 0.063882277515793257 0.0034571921346515408 0.037040465224958276 0.022602802519259776 0.021499439015526856 -0.046678212231934892 -0.036647674001689563 -0.0044494958644655386 0.066614169323375036 0.049798363692061608 0.061716607084681935 0.028694202249051809 0.040783261817380186 -0.056108312526130216 -0.036775756600445596 0.04533990235737026 -0.074142696503239722 -0.072346227425288887 -0.10002429227645473 0.031413617394186216 0.040608608679093314 -9.490994437236073e-05 -0.011211354685579385 -0.0046805150362494016
leaf_weight=0.0017140645079070363 0.0015972858497741117 0.0010137998966681374 0.0011790765951491811 0.0011719653918002455 0.0010137925799074124 0.0017945271383040797 0.001491563436665011 0.0010217855998483766 0.0021183632598651405 0.0015134267994845185 0.0012884094287004544 0.0018172676495317444 0.0017662619925976611 0.0016290669495657708 0.0015038802625895187 0.0028435174689223066 0.0010670480860797129 0.0015110172809978386 0.0015772734840737703 0.0039448988311797661 0.0016899953397587755 0.0049932142910321022 0.0012082424947195127 0.0015593259238828611 0.001116051865694522 0.0017087616372141734 0.0023048047909171024 0.052982947896124476 0.0021505230545452308 0.0019843188499066855
leaf_count=158 66 97 53 46 41 43 27 141 30 33 49 35 24 24 23 58 23 28 22 48 34 42 15 19 33 28 27 1575 30 28
internal_value=-5.67818e-05 -0.000580819 0.0135246 -0.0058389 0.000207716 0.000754583 0.0355904 -0.0262757 -0.000153853 -0.0194681 -0.0401208 0.000816614 -4.21218e-05 0.000925997 0.0296626 -0.000140607 0.00063964 -0.00111207 -0.00196359 -0.0326222 0.000319181 -0.00057098 0.000303002 0.0154184 -0.00228837 -0.0130265 -0.000805684 -0.00250262 -0.041555 -0.0344558
internal_weight=0.106276 0.102328 0.00394833 0.00235104 0.100614 0.0985785 0.00250536 0.00203559 0.0960731 0.00459636 0.00308294 0.0914768 0.0893584 0.0875412 0.00313295 0.0844082 0.0826419 0.0797984 0.0787314 0.00545592 0.0732755 0.0716982 0.0700082 0.0102456 0.0597626 0.00525241 0.0585543 0.0562495 0.00326657 0.00354364
internal_count=2900 2735 165 99 2577 2339 68 238 2271 125 92 2146 2116 2081 47 2034 2010 1952 1929 76 1853 1831 1797 117 1680 75 1665 1638 63 47
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=3 5 10 10 5 5 7 13 17 3 7 19 5 18 5 2 9 2 15 18 17 0 16 7 0 19 17 5 15 13
split_gain=8.05192e-05 0.000179604 0.000181896 0.000154759 0.000120696 0.0002256 0.000471236 0.000214337 0.000672462 0.000271119 0.000345018 0.000168797 0.000148652 0.00051826 0.000316188 0.000638977 0.000580244 0.000192671 0.000192493 0.00023129 0.000901681 0.000821885 0.000623841 0.000513299 0.000495062 0.000474644 0.000684599 0.0003703 0.000510179 0.000722933
threshold=108.3367972827 29.040033326300005 60.474177186300004 56.981870074850008 26.225713454500006 24.437854605800002 23.539316666200005 117.69263157665002 188.31851043910004 93.964300117300013 22.446731871300006 14.651182102100002 23.721757872050002 13.465147564100002 22.963361893800002 173.31297745125002 199.21354841250005 339.55821382900007 41.863529088250004 13.278511569200001 187.98346801990002 87.29692395375001 22.544947280100004 23.368583030350006 86.345209775600011 14.051133688400002 186.52991945525002 22.000536998450006 36.168474401900006 115.02030419500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 9 -9 11 -11 12 14 -14 17 -16 -17 18 19 20 25 22 -21 -24 -22 -4 -27 28 29 -23
right_child=-2 3 4 -5 -6 6 -8 8 -10 10 -12 -13 13 -15 15 16 -18 -19 -20 21 24 27 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.035217192756301828 -0.021316465234785448 0.056584699490749971 -0.058526341838399179 0.0049066257217889936 0.032313040003268824 -0.069945264303603399 0.014913676624264134 -0.021418627320151457 0.056626227744712314 -0.073724127946485155 0.0061163359655128681 0.026754216690719496 0.025454971823730757 -0.070955447808286984 0.070479181238598629 -0.053420190245594412 0.037525717452096298 0.031218460497337331 -0.032999214154632299 0.0067694308491909596 0.019838663088764336 -0.00014629059169970243 -0.090897789823277786 -0.025594706617731014 0.080534497038825453 0.025115124299857846 -0.041369439623538833 0.045678545361385048 -0.029484705752572855 0.064271411513409135
leaf_weight=0.0014733304223178137 0.0017526387392198936 0.0010336499139429398 0.0016882939830902416 0.0013188743384737805 0.001155267280598892 0.0013609317243246091 0.0012605145943694884 0.0019859104263559848 0.0024861463248342375 0.0011273062227737793 0.0010411094587769731 0.0023652073782614016 0.001049727729431015 0.0011892497358934051 0.0018921252165000615 0.0013077769777654069 0.0015133036954698698 0.0017992346240577042 0.0019384103462351246 0.0023441089471463164 0.0042138610456277101 0.045146304422134409 0.0022582288828609798 0.0025774781245686551 0.0019730306212295545 0.0042383992894201583 0.0024406648226431571 0.0017504661445061345 0.0056427174970024854 0.0018120849263141272
leaf_count=105 147 19 30 52 63 90 31 20 29 62 27 27 28 23 19 21 19 113 30 31 42 1590 26 29 21 46 22 29 89 20
internal_value=-6.18579e-05 0.000298466 -0.000337554 0.0276129 0.000178621 -0.000198644 -0.0291411 0.000593486 0.0219688 -0.000453415 -0.0353908 0.000396464 -0.00032196 -0.0257541 0.00035162 0.0255201 -0.00463435 -0.00113447 -0.00188052 -0.00108772 0.0102488 -0.0037692 -0.0355677 -0.0560906 0.0391949 -0.0111541 0.000820323 0.00043137 -0.00107437 0.00233953
internal_weight=0.105136 0.103384 0.101031 0.00235252 0.0995579 0.0984026 0.00262145 0.0957811 0.00447206 0.0913091 0.00216842 0.0891407 0.0867755 0.00223898 0.0845365 0.00471321 0.00282108 0.0798233 0.078024 0.0760856 0.0145542 0.0615314 0.00717982 0.00483571 0.00618689 0.00836736 0.00667906 0.0543516 0.0526011 0.0469584
internal_count=2900 2753 2682 71 2577 2514 121 2393 49 2344 89 2255 2228 51 2177 59 40 2118 2005 1975 161 1814 86 55 63 98 68 1728 1699 1610
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=2 5 5 2 12 2 3 18 14 5 14 17 5 13 13 3 16 16 2 14 12 3 4 14 12 9 15 9 7 7
split_gain=9.41585e-05 0.000329387 0.000591493 0.000299139 0.00026502 0.000171706 0.000225546 0.000352324 0.000339963 0.00037148 0.000307293 0.000336432 0.000236784 0.000645371 0.000345001 0.000270735 0.000265104 0.000272063 0.000244286 0.000291748 0.000325017 0.000327154 0.000350985 0.00104533 0.000798081 0.000661501 0.00044161 0.000336959 0.0007497 0.000330692
threshold=325.75432260090003 23.052327720550004 19.450053268050002 311.26728953445007 322.29449443480007 296.01432942755008 68.555682326450011 17.327266398450003 351.14539855350006 22.963361893800002 339.33625208505003 213.85098605320005 5.2595069053500012 97.873318238950006 98.542744313500023 79.47351079420001 14.479966139550003 14.694965636800001 242.05632222635003 322.14344873355009 247.85609524425004 81.430708313150021 277.00048312305006 274.51613272600008 217.64277969395002 195.74493321760002 39.702469286500012 201.63419974125003 24.292705381350004 25.762580120700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 8 10 -10 11 12 -8 15 -15 -14 -16 -18 19 20 21 29 23 -23 -24 26 -26 -27 -29 -19
right_child=1 -3 -4 -5 -6 -7 7 -9 9 -11 -12 -13 13 14 16 -17 17 18 -20 -21 -22 22 24 -25 25 27 -28 28 -30 -31
leaf_value=-0.044843083158595455 -0.037926104152595397 -0.058724692586612906 0.063005667834943532 0.043191829831545452 -0.041368812928353954 0.037395151951178936 0.039072183616412015 0.037462863886459093 -0.071209586137503944 0.0069623286950573106 0.051897472522304637 -0.053282217100151789 -0.08834441471749481 0.056120734441397792 -0.040420809677038087 -0.017772724232585291 0.041272620607822365 -0.067933995023813309 -0.043806601488678439 0.048928563822733903 -0.04138267591515387 0.0019683288504250248 0.073315486020054596 -0.076284345088547589 0.0015067982575997613 0.043451615165307718 -0.09071474654033998 -0.069338563852832852 0.039724819229411089 0.0064139847124618432
leaf_weight=0.0011095108836564468 0.0013462897368510694 0.0011992381741583284 0.0010209209994469226 0.0016154233704934731 0.0015386150902857989 0.0012426125052100714 0.0015675731118650329 0.0025114360187497011 0.0013926463176178383 0.0010788140839226926 0.0011487284713217463 0.0011762660519663007 0.0011142866537578655 0.0011304071473769986 0.0015534728836625591 0.0010614196096763243 0.0016663312038609481 0.0013420016100127432 0.0012282476600617978 0.0012569292960914321 0.0018212639965273772 0.060858515903639582 0.0021874450533525538 0.0017563567659619741 0.0010667770851259817 0.0032989604873172595 0.0010116720161295479 0.0010622185750713831 0.0015499412329662565 0.0010794766454100824
leaf_count=249 134 59 38 66 48 40 49 153 78 25 33 70 150 35 85 94 24 52 35 37 37 1039 43 32 30 34 38 19 34 40
internal_value=-5.99256e-05 -0.0160273 0.00560334 0.00050712 -0.00019071 0.000460623 -1.73005e-05 0.000506657 -0.000497708 -0.0370869 0.000507744 -0.000157118 0.000556121 -0.000145561 0.00124932 -0.053916 0.000499653 0.00128265 0.000444668 0.00113889 0.000359131 0.00136989 0.00257279 -0.000226671 0.0197967 0.00514389 -0.0433815 0.0222062 -0.00462513 -0.0347902
internal_weight=0.103994 0.00356645 0.00236721 0.100427 0.0988119 0.0972733 0.0960307 0.0949212 0.0924098 0.00247146 0.0899383 0.0887896 0.0876133 0.0860457 0.08387 0.00217571 0.0827396 0.0811861 0.0795198 0.0782916 0.0770346 0.0752134 0.0727919 0.0626149 0.010177 0.00798957 0.00207845 0.00591112 0.00261216 0.00242148
internal_count=2900 231 172 2669 2603 2555 2515 2266 2113 103 2010 1977 1907 1858 1614 244 1579 1494 1470 1435 1398 1361 1269 1071 198 155 68 87 53 92
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=16 15 3 13 13 9 0 9 10 3 3 15 13 16 6 10 6 2 15 8 15 13 13 13 15 6 6 6 8 9
split_gain=8.40341e-05 0.000511121 0.000540153 0.000280636 0.000269686 0.000242241 0.000161723 0.000398064 0.000278739 0.000275902 0.000389577 0.00031264 0.000240543 0.000370682 0.00055023 0.000468719 0.000233865 0.000408164 0.000452718 0.000438391 0.000302507 0.000312402 0.000420111 0.000575052 0.000219108 0.000282434 0.000693766 0.000157638 0.000458089 0.000530368
threshold=22.704946905950003 42.80317728375001 94.507368659650012 117.75715457175001 117.79210452745001 195.29234479735001 85.716110573100011 187.38923140910003 61.93938686740001 93.770731131900007 93.620177476600006 39.283112803100003 117.55283175385001 22.644947046300004 16.495385412050002 62.00390986255001 16.435384010100005 153.92068653480001 34.098324821200009 8.543332867800002 43.938093326450009 117.47217800995001 117.38883580790001 117.30011668960002 23.214301336750001 16.575387281250006 16.505385645700006 15.925372093750001 8.4434108459500017 204.42645579255003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 -2 -6 7 24 -9 10 12 -11 16 14 15 -14 20 18 -18 -19 21 22 23 27 -1 26 -26 -8 -29 -30
right_child=1 2 -4 -5 5 -7 9 8 -10 11 -12 -13 13 -15 -16 -17 17 19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.034830979086450602 -0.047976850928350752 0.095599516433192006 0.0047630273250427943 -0.048925406883712157 0.042085300038299238 -0.018221852621158229 -0.0012713193407230766 -0.011721845058933297 -0.082054582125166031 0.058469921007650971 -0.043992242907983148 0.0011018213544039454 -0.041786691672425047 0.047521141685497162 0.04759854899216024 0.020684949359914429 -0.039655739122560096 -0.081254472806870259 0.018804196671844003 0.0021285830327441363 -0.04686317784551474 0.035234425382083844 -0.051310661436491767 0.068401682875072395 0.036559670350558945 0.051670257934214814 -0.066046515064472816 0.061280730491335082 -0.046601170934431516 0.035372825900291921
leaf_weight=0.0013014582799566595 0.0013519682370315414 0.0011730956927242797 0.0014811892606303445 0.0011976978862458789 0.001130886059399927 0.0016204368459622476 0.052013960462032299 0.0010537249031301605 0.0012111598587124094 0.0017451806306780773 0.0019836887772845249 0.0020847561758188249 0.0027568997158056163 0.0026550476945064183 0.0020090434834365567 0.0021280812636632618 0.0020484526398476532 0.0016374651177599731 0.0037491628158932144 0.0010253625445724168 0.0012956854612259363 0.0026986497159668934 0.001527942034044826 0.001268477481971785 0.0016013556295138565 0.001255687407997863 0.0011197600023124532 0.0016028715791662753 0.0015313476451410679 0.0016287283134772679
leaf_count=151 15 21 24 65 15 45 1827 20 96 16 51 27 32 35 22 21 29 26 29 27 36 24 13 11 51 85 24 21 10 31
internal_value=-6.4343e-05 0.0107147 0.0449094 -0.000822057 -0.0114047 0.00656641 -0.000215179 -0.0142637 -0.0493327 0.000997423 -0.000205503 0.0272426 0.000859247 0.0157728 0.00354584 -0.0145717 -0.00111791 -0.0167369 -0.00185126 -0.0491466 0.000960876 0.00195595 0.000448442 0.00181091 0.000784238 0.0124398 -0.00566356 0.000323176 0.0177359 -0.00435112
internal_weight=0.102889 0.00675758 0.00265428 0.0961316 0.00410329 0.00275132 0.0949339 0.00754315 0.00226488 0.0873908 0.0835609 0.00382994 0.0815772 0.00954907 0.00689402 0.00488498 0.0720281 0.00846044 0.00579762 0.00266283 0.0635677 0.062272 0.0595733 0.0580454 0.00527826 0.0039768 0.00272112 0.0567769 0.00476295 0.00316008
internal_count=2900 120 45 2780 75 60 2715 427 116 2288 2245 43 2194 110 75 53 2084 111 58 53 1973 1937 1913 1900 311 160 75 1889 62 41
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=7 7 18 18 7 18 4 7 0 17 0 7 17 18 17 15 16 19 15 19 6 6 2 2 16 5 16 4 19 4
split_gain=8.41042e-05 0.000347222 0.000327596 0.000448581 0.000412725 0.00039214 0.000448753 0.000464091 0.000400768 0.000741213 0.000690624 0.000388762 0.000287228 0.000268541 0.000244013 0.000242451 0.000241334 0.000747562 0.000328699 0.000266273 0.00028311 0.000784832 0.00044833 0.000505298 0.000476352 0.00049671 0.000404889 0.000402983 0.000517918 0.000726406
threshold=24.390191290350007 24.575790737200006 14.322090334300002 14.424014050250003 24.101221167900004 13.954623666350001 390.96858665540009 23.974509389900003 93.262612545250008 192.84209122775002 90.837623311600012 23.824098587650003 183.74297291365002 13.919698996450002 180.19381692845005 34.279674133750014 9.6249774926000011 11.550931964450003 11.896459116400001 11.850956171350001 13.665319288000001 13.825323026450002 109.80045057370002 137.64628208855001 22.544947280100004 19.861308675400004 18.664956353200004 390.96858665540009 13.351077205700003 310.49012963040008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 5 -4 11 6 7 13 10 -10 -7 12 -5 -1 -3 -2 18 -18 -16 -19 27 -22 26 -24 25 -25 -23 28 29 -21
right_child=1 14 3 4 -6 8 -8 -9 9 -11 -12 -13 -14 -15 16 -17 17 19 -20 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00070068082669036598 -0.01165331091490834 -0.048360493817295604 0.058930043256276543 0.032572347014711678 -0.032527381164619312 -0.012831878719493432 -0.0602935348063805 0.051228645928824867 -0.037163736019789229 0.054929541394445995 -0.095732178357525441 0.05555765156030365 -0.03678869660222156 0.047441314376946458 -0.0029653006404295611 -0.073076852989037336 -0.075821498783768759 0.041733274745133754 0.070761655419585623 -0.05426196861605917 0.067915797492028307 -0.086587934297031349 0.040009420403947192 -0.0068290680887398373 0.03199065018286517 -0.082688219963819976 -0.0065735460602562735 -0.073722507795680209 0.032418316375911228 0.03715775278767388
leaf_weight=0.050149599084867991 0.0014209321743598935 0.0010562324684260374 0.0022158896943000883 0.0011339681151939507 0.0018868296425438302 0.0029256883719397386 0.0011196896081446797 0.0019762485628569406 0.0019663866884093162 0.0015731127018137059 0.0015306713342586598 0.0020276120563309519 0.0012608722847303189 0.0012600798455650866 0.0013263151330800129 0.001173207400831322 0.0013107396925861594 0.0015574327752618791 0.0011114533733476151 0.002998031533673228 0.0018507082117888993 0.001051870780820253 0.0032814176639135448 0.0034370637191032394 0.0020611587783534446 0.0011526066678819507 0.0015858871284208931 0.0010686247894058365 0.0021629105286677941 0.0012240140990922299
leaf_count=1016 51 183 50 45 54 56 69 25 60 13 24 39 92 15 157 26 145 64 37 182 35 33 40 74 36 74 25 72 58 50
internal_value=-5.8479e-05 -0.00441994 0.00183471 0.0202234 0.00662926 -0.000673509 0.00236029 0.00367436 -0.0213541 0.00376666 -0.0413065 0.0233354 -0.00394592 0.00184632 -0.00120329 -0.0394323 0.000629252 -0.00232847 0.0306491 0.00178263 -0.00106182 0.00711717 -0.00183435 0.00789816 -0.00794504 -0.0258796 -0.0384812 -0.016886 -0.00737351 -0.0277585
internal_weight=0.101857 0.0308306 0.0710266 0.00852517 0.00630928 0.0625015 0.0545056 0.0533859 0.00799586 0.0035395 0.00445636 0.00442245 0.00239484 0.0514097 0.0282365 0.00259414 0.0271802 0.0247425 0.00243777 0.0234317 0.0218743 0.0144207 0.01257 0.00993225 0.00665083 0.00458967 0.00263776 0.00745358 0.00638496 0.00422205
internal_count=2900 1342 1558 280 230 1278 1125 1056 153 73 80 176 137 1031 1265 77 1082 888 194 743 679 317 282 224 184 148 58 362 290 232
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=18 18 18 3 5 5 6 15 16 19 15 8 16 13 10 13 15 19 6 9 16 19 17 6 5 5 16 5 15 6
split_gain=8.2902e-05 0.000113535 0.000218064 0.000470095 0.000273161 0.000360839 0.000184144 0.00013442 0.000628888 0.000412029 0.000366307 0.000338676 0.000204316 0.000382159 0.000547648 0.000179004 0.000391802 0.000239147 0.000234919 0.000713747 0.000648881 0.00067452 0.000589302 0.000463678 0.000396607 0.000474371 0.00115135 0.000457285 0.000432193 0.000995596
threshold=11.257534840550003 11.780121045600003 11.904475184000002 101.23926781830001 25.763052016400003 24.779543538450003 17.215402235100004 42.80317728375001 22.704946905950003 14.451165964200003 44.34858359035001 8.4434108459500017 22.674946976100003 117.61735474900001 61.767325547050007 117.62810858150002 42.133814420300006 14.651182102100002 16.405383309150004 197.58039077460003 22.554947256700004 14.451165964200003 193.01551328760004 16.565387047600002 21.850554661550003 20.950952025950006 20.784951395750003 19.915533535850003 31.385732506450001 14.785345457250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 7 -6 12 9 10 -9 -11 15 -14 -15 16 17 18 24 20 -20 -22 -21 -24 25 27 -27 28 -4 -30
right_child=1 2 3 -5 6 -7 -8 8 -10 11 -12 -13 13 14 -16 -17 -18 -19 19 22 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.028178297492121397 -0.028136163542399492 0.044271871180711651 0.0032516144269883942 -0.065464765129109995 0.008077687422825882 -0.055380778256527978 0.066563226469576686 0.011007606596573506 0.068002765726505987 0.056678270957188651 -0.051083881399975772 -0.012624370930555904 0.014983478997560485 0.011001855090192747 -0.080119088697156032 0.018338041658056681 -0.059162148389703198 0.03855970765087189 0.054977242134315443 -0.0047462204769688123 -0.038564109127119585 0.034253678330360048 -0.10002201102970948 -0.019323701217654914 0.030085296895883181 -0.10003559326295425 0.0020699714760820938 0.030615579766592606 0.018385917326614692 -0.05901100043849055
leaf_weight=0.0010287402142896826 0.0014497058437760854 0.0011027958203792534 0.037351672441101644 0.0010994694579602856 0.0011508197995324229 0.001183481395916521 0.0010115351838635434 0.0017482711321318289 0.0016305128983731265 0.0016630393125183218 0.0020811741466380679 0.001224259794581406 0.0017449960880639983 0.0010783081284175822 0.0016985260936053237 0.0050734746288654256 0.001143348183862968 0.001560494235945952 0.002052678031650268 0.0025575962639691197 0.0033672192004792212 0.0020444728486381791 0.001905619550601978 0.0011367430704467552 0.004537132680519417 0.0015987260867774125 0.0035712880173832673 0.0051234413974066131 0.0030137444902185164 0.0037055561949443927
leaf_count=72 60 24 1510 146 70 62 29 29 19 26 64 28 26 34 19 48 15 20 21 30 44 22 31 19 116 52 33 108 88 35
internal_value=-6.39032e-05 -0.000355579 5.4705e-05 -0.000447703 0.00029725 -0.000512853 0.0354368 0.000188297 0.0122929 -0.00123088 -0.022737 0.0272929 -0.00101078 -0.0216892 -0.0447347 0.00016179 -0.00107321 -0.000169912 -0.00100972 -0.0131412 0.00710408 -0.0110544 -0.0401269 -0.06987 0.00168105 -0.00068951 -0.0295042 0.00233873 -0.000948581 -0.0242969
internal_weight=0.100639 0.0996101 0.0981604 0.0970576 0.0959581 0.0937958 0.00216235 0.0926123 0.00834726 0.00671674 0.00382945 0.0028873 0.084265 0.00452183 0.00277683 0.0797432 0.0746697 0.0735264 0.0719659 0.0130643 0.00746437 0.00541169 0.00559996 0.00304236 0.0589016 0.0543644 0.00517001 0.0491944 0.044071 0.0067193
internal_count=2900 2828 2768 2744 2598 2499 99 2437 166 147 93 54 2271 79 53 2192 2144 2129 2109 167 87 66 80 50 1942 1826 85 1741 1633 123
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=7 13 6 17 7 7 16 19 5 18 13 0 5 6 10 7 16 16 18 13 15 0 18 6 18 5 0 0 5 12
split_gain=8.33936e-05 0.000291932 0.000444609 0.000407923 0.00019769 0.000530053 0.000406672 0.000627211 0.000531885 0.000369566 0.000470368 0.000267204 0.000258853 0.000304617 0.000249143 0.000243623 0.000207291 0.000398025 0.000249459 0.000478846 0.000417025 0.000394989 0.000369476 0.000947799 0.000274946 0.000447311 0.000433 0.00066445 0.000959869 0.000772644
threshold=26.752366550650006 81.98184222990001 8.0101871567500016 234.67375690460003 25.396105459650006 24.891451065550005 18.764956119400004 12.951044929850001 19.500380888400006 14.732667293750003 102.47595855830001 96.055920542800024 13.999568943650003 13.705320222600003 81.524804347700012 24.815630185550003 11.934972090850001 13.039969506900002 14.662165311550002 104.19119484555002 23.900317844600004 94.047642319350018 14.371157440600003 14.775345223550003 13.954623666350001 22.907563598750006 88.576630023850015 90.837623311600012 18.367178700250005 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=4 -2 -3 -4 5 15 7 12 -8 -7 -11 -12 14 -14 -6 16 -1 -18 22 20 -20 -21 24 -24 -19 26 -26 -28 29 -29
right_child=1 2 3 -5 6 9 8 -9 -10 10 11 -13 13 -15 -16 -17 17 18 19 21 -22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.035656461845923519 0.023488876133840108 -0.077269639866543588 -0.037239074950924989 0.038895326533245379 0.064610593128859126 -0.065344630122195851 0.095337128215029945 -0.061315327461429175 0.0020230129097452217 -0.071031624678552979 -0.027297579692204945 0.031188905810089113 -0.04058631055394249 0.022381821337999444 0.0066103179736713485 0.048619120305462303 0.050687984899025679 0.0025757880554390642 -0.024862756840909973 -0.015665240945488799 0.056026491050296327 -0.10001627801993584 -0.031618844810095845 0.05899959183086903 -0.074370315507993459 0.042594574577184838 0.044927376737576491 -0.050026735804559241 -0.095472125383055759 0.038183398197509155
leaf_weight=0.0015415006491770042 0.0016670602907867668 0.0012016057039886396 0.0016543109162771019 0.0012247630225639128 0.0015482877376413722 0.0019353290561036412 0.0012411666411935585 0.0012792912735467305 0.0012027716897762275 0.0010398173256831386 0.0013561626970166607 0.001842305952450829 0.001333272236728078 0.0018129296131383921 0.001419712270043616 0.0010732894875786761 0.0016027207645530886 0.053794357977745483 0.0016141300528396121 0.0011684179378803061 0.0010532322440468533 0.0010576608105736796 0.0017619439382816895 0.0033462503159562562 0.0014068885591372871 0.0011565324255908846 0.0015215142960727235 0.0018808855898285737 0.0015845707774602147 0.0021034879141672569
leaf_count=159 214 176 130 41 49 35 18 91 28 76 48 39 54 38 96 22 47 1057 84 34 35 32 71 47 21 24 34 25 34 41
internal_value=-7.92308e-05 -0.0117712 -0.0261758 -0.00485137 0.000638142 -0.000935423 0.0140491 0.00235943 0.0494131 -0.0291375 -0.0126042 0.00639042 0.0156823 -0.00430231 0.0368668 0.0013063 0.00064332 0.00138888 0.000313143 -0.0215001 0.0070771 -0.0557423 0.00187014 0.027743 -0.000212879 -0.0157522 -0.0236935 -0.0136382 -0.0296391 -0.00345757
internal_weight=0.0994262 0.00574774 0.00408068 0.00287907 0.0936784 0.083841 0.00983743 0.00739349 0.00244394 0.00617362 0.00423829 0.00319847 0.0061142 0.0031462 0.002968 0.0776674 0.0765941 0.0750526 0.0734499 0.00489344 0.00266736 0.00222608 0.0685564 0.00510819 0.0634482 0.00965388 0.00849735 0.00709046 0.00556894 0.00398437
internal_count=2900 561 347 171 2339 1965 374 328 46 198 163 87 237 92 145 1767 1745 1586 1539 185 119 66 1354 118 1236 179 155 134 100 66
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=10 19 19 7 13 13 6 5 0 19 13 6 18 18 5 13 4 13 3 6 15 2 10 16 3 10 0 3 14 5
split_gain=8.47833e-05 0.000143224 0.000337954 0.000190926 0.000179676 0.000362981 0.000300251 0.000249191 0.00032957 0.000361853 0.000223468 0.000188687 0.000358137 0.000370208 0.000209536 0.000272122 0.00065764 0.000331412 0.000201121 0.000515324 0.000742929 0.000721331 0.000559639 0.000961563 0.000910038 0.000763938 0.000433511 0.00043026 0.000474038 0.000699447
threshold=90.740838818900016 10.550851274900003 11.150899688650002 27.577198718850003 92.692659421600013 96.84095031690002 6.9451622726000011 13.361597395450001 102.11570516885001 11.650940033400003 100.98924121215002 13.075305502400001 14.011669459250001 15.556223714900002 15.299679811400003 104.02719889955002 257.27402154285011 104.19119484555002 85.54673771085001 14.980350013450002 34.279674133750014 73.935594769650024 66.697957758300021 19.974953289850003 89.227236891450005 65.727424373200009 93.262612545250008 84.968719212850019 245.89181903565003 18.310380701750002
decision_type=2 2 2 2 2 2 2 2 2 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 10 9 -9 -8 12 -11 -14 -13 16 -16 -17 27 20 21 -20 24 -24 -21 -26 -23 28 29 -19
right_child=-2 2 4 -5 5 6 7 8 -10 11 -12 14 13 -15 15 17 -18 18 19 22 -22 26 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0031558734263023068 -0.028163550472788037 -0.042171516939934005 0.02761256991925682 0.056671109710694258 -0.054618916974422983 -0.053517672680828771 0.0505825113568312 0.056179550983100582 -0.056606576673251169 -0.073136341618860193 -0.0056606801516935505 0.03926639706710789 0.028604775839330139 -0.046896328802927177 -0.082428041746786432 0.049132150865963266 0.026066388998165553 -0.011091317055280549 -0.018281897663704898 0.057196723347736601 -0.027729512740592956 0.024518166956797802 -0.0023114821819720387 -0.1000160648909047 0.00075329774885651878 -0.087170423357265242 0.090129583514951706 -0.05739315938018387 -0.044611716809810575 0.064029958682822116
leaf_weight=0.0018894591792965728 0.0010635660322571008 0.0019024166762407054 0.0023656308788470295 0.0010301355990387506 0.0012139276661164286 0.0010195895620290765 0.0018717554702760699 0.0011612123615054723 0.001014097024299331 0.0010030490120236232 0.0011346996937291465 0.0014052363866170472 0.0015493562470805244 0.0011181227054035681 0.0012487836422068214 0.0014229217053980383 0.0010110089633432566 0.0041637027948540038 0.00136073511953328 0.0028370294667752196 0.0018604063429030759 0.0016201472722310456 0.0030690488218765846 0.001499376846020084 0.048126518353120547 0.0010089196551305015 0.0026610320373947616 0.0017819170377156067 0.0020404010433320574 0.0017647911819551609
leaf_count=134 329 148 131 31 128 119 51 26 44 41 32 19 51 48 42 21 36 85 12 40 43 32 42 34 955 12 24 72 90 28
internal_value=-8.27937e-05 0.000224608 -0.000451208 0.0220379 0.000408388 -0.000306924 0.000435926 0.00106294 5.90274e-05 0.000745467 0.0293551 -3.42881e-05 -0.0221974 -0.0030429 0.000997004 0.000302892 -0.0338887 0.00133013 0.000408398 0.00244545 0.0270711 0.0451414 -0.000822084 -0.0343785 0.00212756 -0.00105208 0.0652999 -0.0129709 -0.00303772 0.0112707
internal_weight=0.098219 0.0971554 0.0942358 0.00291959 0.0923334 0.0899678 0.0887539 0.0877343 0.0847278 0.0837137 0.00300646 0.0825525 0.00367053 0.00266748 0.078882 0.0774767 0.00225979 0.0752169 0.073794 0.0640432 0.00750232 0.00564191 0.0565409 0.00456843 0.0519725 0.0491354 0.00428118 0.00975081 0.0079689 0.00592849
internal_count=2900 2571 2406 165 2258 2127 1999 1880 1797 1753 83 1727 140 99 1587 1568 78 1490 1469 1194 111 68 1083 76 1007 967 56 275 203 113
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=7 7 7 15 7 17 4 17 2 8 2 16 15 16 18 0 14 10 9 18 16 10 3 16 0 16 15 7 18 0
split_gain=8.92302e-05 0.000186139 0.000191787 0.000175218 0.00016231 0.000181594 0.00034848 0.000231696 0.000334984 0.000321694 0.000220767 0.00034478 0.000271638 0.000178809 0.000416665 0.000283101 0.000208948 0.000204464 0.000277245 0.000305227 0.000571702 0.000236816 0.00103928 0.000639949 0.000605288 0.00083865 0.00031307 0.000779619 0.000438337 0.000268734
threshold=27.952168727600004 27.577198718850003 26.752366550650006 19.112687623850004 26.452067539250002 212.33270692945004 348.92759275185006 206.58076374065004 325.75432260090003 8.2435668022500028 309.73785348360008 11.934972090850001 17.512831095650004 14.524966034300002 15.830953678100002 102.11570516885001 384.93581166080008 75.645146416450004 218.56826805385003 15.042884401850001 18.634956423400002 70.026268923800004 86.130133125200004 19.214955067100004 93.972365491700018 18.484956774100002 28.129673635100001 24.052187734100006 14.269756697250001 91.410264893400026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -7 8 10 -9 11 -1 -13 15 16 -14 17 18 19 21 -21 22 -15 24 -23 26 27 28 -26 -24
right_child=-2 -3 3 -5 -6 6 -8 9 -10 -11 -12 12 13 14 -16 -17 -18 -19 -20 20 -22 23 29 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.048861150071334188 -0.020263402814710434 0.042190515729798754 -0.059826886955112013 -0.0043840006561891463 0.031050998393923397 -0.0061397554325145027 0.070459092103962451 -0.059598623381514892 -0.048789972058357042 0.0029878571391321312 0.046333304670443248 0.036395258360594422 -0.050372758744311574 0.060739829952445049 0.054744025486103257 0.014375440007801705 -0.044495010578072168 -0.034950773631703076 -0.035546668542534778 -0.0015840736099105917 0.085821643664287683 0.059684951427116217 0.0028864467712666139 -0.079851211970639352 -0.027678998931832118 -0.082098312322932965 0.034810044599161642 -0.08804822293865755 0.058421121294922621 -0.020830621091069392
leaf_weight=0.0013889328730129205 0.0021418070838002254 0.0010528200108776966 0.0010084892621636801 0.0013110416073214282 0.0017205990364911319 0.0013696775127509655 0.001048650741799495 0.0015634502712658085 0.0013666239001839933 0.0017300252497669533 0.0010663406492603658 0.0021573486804062894 0.001680015192309702 0.0030303043051276282 0.0014336019650045264 0.0011291424245012394 0.0010262826817219592 0.001553120716232286 0.0019413246431002609 0.0018728995629803116 0.0012462819032421635 0.0012906341832864543 0.048499673472699179 0.0012549406556701123 0.0011557728446263127 0.0014633654069182711 0.001986570038447405 0.0010246563393110364 0.0012106606986748147 0.0052995338358101654
leaf_count=211 363 55 87 56 66 68 30 63 97 43 36 78 80 32 27 54 31 108 49 59 17 37 893 26 27 57 53 25 14 58
internal_value=-7.8873e-05 0.000376756 -9.24155e-05 -0.0284895 0.000627372 4.43783e-05 0.0270755 -0.000703808 0.000315393 -0.0267227 0.00112675 0.000536323 0.00139121 0.000424279 0.00134854 -0.0243472 0.000312089 0.000943489 0.00172563 0.00276922 0.0333392 0.00132918 0.00375965 -0.0133857 -0.0031282 -0.0149786 0.00328599 -0.0151814 0.0163696 0.000550178
internal_weight=0.0970246 0.0948828 0.09383 0.00231953 0.0915104 0.0897898 0.00241833 0.0873715 0.084078 0.00329348 0.0827114 0.0816451 0.0802561 0.0780988 0.0752896 0.00280916 0.073856 0.0728297 0.0712766 0.0693353 0.00311918 0.0662161 0.0568295 0.0093866 0.00813166 0.00684103 0.00537766 0.00339109 0.00236643 0.0537992
internal_count=2900 2537 2482 143 2339 2273 98 2175 2069 106 1972 1936 1725 1647 1513 134 1486 1455 1347 1298 76 1222 983 239 213 176 119 66 41 951
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=7 7 18 18 7 7 4 18 4 7 5 5 10 0 3 17 18 5 17 17 17 5 16 15 8 18 13 0 9 7
split_gain=8.15158e-05 0.000293863 0.000249492 0.000439263 0.000313976 0.000275071 0.000278841 0.0002505 0.000386233 0.000407081 0.000253895 0.000845642 0.00039434 0.000234997 0.000714887 0.000475365 0.000441048 0.000203509 0.000322934 0.000458208 0.000769414 0.000537905 0.000445276 0.000440467 0.00035786 0.000454891 0.0003238 0.00046587 0.000508704 0.000982473
threshold=24.390191290350007 24.575790737200006 14.339258036900002 14.424014050250003 24.101221167900004 23.824098587650003 376.98468903265001 13.954623666350001 390.96858665540009 23.974509389900003 19.221712148250003 18.152162791050003 68.214248143850014 93.262612545250008 88.727183679150016 192.84209122775002 14.140199600350002 30.133297129900004 188.07781354100004 186.52991945525002 184.59783591905003 21.495293572000005 22.674946976100003 35.34809845485001 8.8430989333000021 13.086509421050001 117.64961624655002 86.345209775600011 195.39349636155001 23.368583030350006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 11 12 -1 14 -9 -15 -16 18 19 20 23 -22 -21 -12 25 -20 27 -27 -29 -30
right_child=1 -3 3 4 -6 -7 -8 13 -10 -11 17 -13 -14 15 16 -17 -18 -19 24 22 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.047560326721692664 -0.0389044643119573 -0.0015546879901354037 0.064648622827235908 -0.038471611433046171 -0.030017451562016208 0.050182498396141577 0.031705281315616327 -0.094314017600259481 -0.058146323406416046 0.049263871454709882 -0.0025715298309989978 0.09012005793549964 0.022310915926490402 -0.02996047114892696 -0.033127935778592965 0.048538243537471958 0.04781693769256401 0.02598219404472478 0.050533010386122824 -0.077575786868971694 0.086242286676942101 -0.006858861035128349 -0.0061483412939673026 -0.049632988710080532 -0.039763779584392839 -0.025637777143246367 0.0272144381404167 0.029354113817068813 -0.05578256099863841 0.01968350041954714
leaf_weight=0.0012566788788532643 0.0022949167360087853 0.025662488785044155 0.0016471488739249187 0.0010914355319912028 0.0016986361723940746 0.001813129542341585 0.0011765472207361238 0.0013091049061908491 0.0010437307748174867 0.0018574882891513314 0.0059703202333467173 0.0013634283378554102 0.0022610801840319272 0.0018228794459805298 0.0019932219152593578 0.0013374448424254837 0.0010163964474346199 0.0026816017191224053 0.002191149523564472 0.0019573948975714081 0.0013814191161145581 0.0011267461004650092 0.0015750623331603764 0.0029821362276778842 0.0017516895955198555 0.0060680534726797282 0.0044547062971105325 0.0059988863142192983 0.0028461674210120691 0.0043797570547212672
leaf_count=26 77 1265 41 96 54 39 41 25 69 25 314 28 39 60 37 15 25 97 37 41 14 28 17 63 41 121 57 56 20 32
internal_value=-7.45063e-05 -0.00462059 0.00179309 0.0190925 0.00610963 0.0211464 -0.00206638 -0.000326124 0.00208519 0.00329173 0.00159225 0.023263 -0.00264978 -0.0174614 -0.0326248 0.00326008 -0.00579155 -0.000739473 -0.00241827 -0.014239 -0.00453349 0.0444183 -0.0457275 -0.0182481 0.00398213 0.00693638 0.00291379 -0.00269721 0.0078288 -0.0100413
internal_weight=0.0960108 0.0279574 0.0680534 0.0074269 0.00577975 0.00408111 0.00226798 0.0606265 0.0531475 0.0521038 0.0502463 0.00488119 0.00351776 0.00747905 0.00431872 0.00316032 0.00300962 0.0453651 0.0426835 0.0149931 0.0114606 0.00250817 0.00353246 0.00895246 0.0276904 0.0259387 0.0237476 0.0192929 0.0132248 0.00722592
internal_count=2900 1342 1558 271 230 176 137 1287 1125 1056 1031 93 65 162 87 75 62 938 841 477 419 42 58 377 364 323 286 229 108 52
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=5 3 6 5 10 19 16 19 16 0 16 16 9 9 17 16 16 3 3 16 0 19 18 5 13 3 18 16 9 0
split_gain=8.00332e-05 0.000308505 0.000167675 0.000272587 0.000134539 0.00029878 0.000138227 0.000292253 0.000221213 0.00025964 0.000211117 0.000455875 0.00133248 0.000547035 0.000402104 0.000368967 0.000308649 0.000398011 0.000469368 0.000666616 0.000757298 0.000511982 0.000700899 0.000520783 0.000651638 0.000910047 0.000726851 0.000585605 0.000387562 0.000298695
threshold=7.7286379265000011 68.555682326450011 5.6401317807500009 10.399809962700003 83.715897724050009 10.550851274900003 13.534968349350001 11.850956171350001 14.994964935250001 98.327667663000014 15.919962772200003 17.844958270700005 191.87997069285004 104.11289958150002 183.58889821140002 18.094957686100003 18.594956516900002 83.511574906150017 85.54673771085001 19.214955067100004 92.313586825200005 13.751109481500002 11.904475184000002 17.671168838450004 112.82921081865001 89.227236891450005 14.405580508350001 20.784951395750003 197.89372115420002 95.762878606550018
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -8 9 -9 14 12 13 -12 -10 -13 29 -18 28 20 -20 22 -21 -23 26 -26 -25 -27 -19 -17
right_child=2 -3 3 4 -6 6 7 8 10 -11 11 15 -14 -15 -16 16 17 18 19 21 -22 23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.054333281808667824 0.03211973285495303 0.0086010609184424148 -0.050749516905236006 0.050514190413340834 -0.032761367539171624 -0.02612489911075172 0.03570081584275589 -0.0029871519676371535 -0.029208679026838436 -0.066624917430905997 -0.030703610633069575 0.046765836340856785 -0.092983570847857203 0.071517990490745295 0.034947290321720219 -0.064479479657629069 0.048137324699821279 0.0074652318271704148 -0.013833259526243622 0.015497429348298772 0.07456381757810733 0.062675966715065271 -0.077497098750546556 -0.10001820375347888 0.056341008514095639 -0.057678555169136038 0.0081405433592426253 0.0012933655870289631 -0.069313201768346558 0.0046400444522420045
leaf_weight=0.0012577652578820422 0.0016452276441180349 0.0020458796709096061 0.0010499602118778087 0.0011999971858161615 0.0011994259326004167 0.0019394328266552621 0.0023430495089926664 0.0016044123518988698 0.0012772339917179734 0.0010678245862711933 0.0010148572129329422 0.0017422360203731549 0.0019393225321171492 0.0010813126279600738 0.0041550291668492889 0.0014206350818382332 0.0017791599211705025 0.0010641939936562031 0.0015649937905683536 0.0013880396995027333 0.0025454892593756995 0.0013595410000561961 0.0019477970834516078 0.0013395759121763709 0.0029516422267192857 0.0017491354557131527 0.0011588205952222097 0.04514394926467382 0.0017201378710343107 0.0011166306385854696
leaf_count=291 74 226 109 63 124 159 60 40 30 54 132 36 130 14 102 119 27 31 40 24 32 12 51 23 50 37 23 697 56 34
internal_value=-6.82851e-05 -0.0153593 0.00048375 -9.54421e-05 0.000503392 0.00095878 0.000270628 0.000876633 -0.000116826 -0.0284168 0.000834903 -0.000561407 -0.0332429 0.0220276 0.0198629 0.0013229 0.000162857 0.00148428 0.000186 0.00201435 0.0409082 -0.000788538 -0.0388021 0.00157274 -1.4329e-05 0.00248368 -0.0498514 -0.000906316 -0.0399679 -0.0340605
internal_weight=0.0948127 0.00330364 0.0915091 0.0898638 0.0888139 0.0876144 0.0864145 0.084475 0.082132 0.00267224 0.0794597 0.0740275 0.00403549 0.00209617 0.00543226 0.069992 0.0682497 0.0657125 0.0639333 0.061149 0.00411048 0.0570385 0.00333584 0.0537027 0.0523431 0.0498447 0.0024984 0.0468931 0.00278433 0.00253727
internal_count=2900 517 2383 2309 2200 2076 2013 1854 1794 94 1700 1568 276 146 132 1292 1256 1103 1076 989 72 917 75 842 830 784 46 734 87 153
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=2 2 14 2 0 2 8 6 8 17 9 4 9 15 12 18 3 18 7 17 15 10 18 15 6 17 6 3 10 10
split_gain=8.38069e-05 0.000280535 0.000169622 0.00011213 0.000238641 0.000223288 0.000147092 0.000391125 0.000324354 0.000188687 0.000514619 0.000325343 0.000465596 0.000463253 0.000368893 0.000221346 0.000634411 0.000297987 0.000660723 0.000369524 0.00036241 0.000654096 0.000484607 0.000481172 0.000401568 0.000635264 0.000520402 0.000390467 0.000560542 0.000598466
threshold=50.734033752200013 59.615984903700003 155.96809095785002 68.519383356500015 94.964406541850011 71.847610775600018 8.8430989333000021 18.080422446150003 8.7431769115000026 184.59783591905003 66.290220196950017 186.12253940095005 188.78154115175002 23.811316291350003 145.39241760245002 13.030213775350001 93.915907870950022 13.197799034350002 22.806258769100005 188.54236693505001 41.211223942950006 61.987779113750001 13.258783262950002 42.385947950200006 16.405383309150004 203.77077094980004 16.515385879350003 93.168516510700016 62.068432857650002 62.175971182900007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 -8 9 10 -7 12 -12 -13 -15 16 -11 18 19 -17 21 -19 -23 -22 25 -25 -26 28 -24 -30
right_child=1 2 3 5 -6 6 7 -9 -10 15 11 13 -14 14 -16 17 -18 20 -20 -21 23 22 27 24 26 -27 -28 -29 29 -31
leaf_value=0.016220531185071312 -0.041057972160484874 0.033520547711468167 -0.055619095406864175 0.030949136080875003 0.010495045793866236 0.012190139373074759 -0.050598109042186326 0.017462989078188797 0.035930560024676671 0.06383299990331083 -0.042980424257692745 -0.0057090536741652648 0.051361918298993517 -0.033551082443656698 -0.10001934627007705 -0.040359866574041788 -0.020084478146672427 -0.059919415402419712 -0.094649043742230807 0.02271194144354536 0.056000977049647127 0.052642542301111428 0.062247222030037831 -0.058379710226001719 0.041611194101635468 0.040453995162198511 -0.030288532125480817 -0.04768339532746485 -0.051379667450511049 0.0012368664259426116
leaf_weight=0.0030525786881838704 0.0016841430713601105 0.0014966914341858475 0.0011000027895030065 0.0022894856315023296 0.0010839337094412649 0.0052262922855105609 0.0019395486167270706 0.0014952755464984202 0.0024575169988949588 0.001958989978062319 0.0010260457753238413 0.0022227152668602614 0.0010672168139791438 0.001788978982780909 0.0015657596414334711 0.0016399067472039645 0.0016678881515083122 0.00187239125015251 0.0010395328945825462 0.0021425038766921811 0.002584697224847333 0.0017088303284253916 0.0014110833577822826 0.0018544904336987179 0.0038691494194401446 0.0010015886480800873 0.001360683372772729 0.0017676863178437132 0.0023003493338817895 0.035864411517251782
leaf_count=36 48 36 15 32 31 301 62 65 42 31 70 243 17 51 102 28 29 25 29 38 26 16 17 58 61 26 29 37 24 1275
internal_value=-7.62481e-05 -0.000626015 0.000140769 -0.000431456 -0.0228053 0.000142571 -0.00070891 -0.0209692 0.000167559 -0.000974718 -0.0120101 -0.0284985 0.00511853 -0.0411152 -0.0645739 0.00124755 0.025242 -0.000192844 -0.0240394 -0.00463355 0.00187544 -0.00205945 0.000456937 0.0184419 0.00643594 -0.0237201 0.0229045 -0.00170002 0.00035386 -0.00193455
internal_weight=0.0935404 0.0904878 0.0888036 0.087307 0.00218394 0.085123 0.0828335 0.00343482 0.0793987 0.0769412 0.012897 0.00767072 0.00209326 0.00557745 0.00335474 0.0640442 0.00362688 0.0604173 0.00482194 0.00378241 0.0555954 0.0449248 0.0430524 0.0106706 0.00808591 0.00285608 0.00522983 0.0413435 0.0395758 0.0381648
internal_count=2900 2864 2816 2780 46 2734 2702 127 2575 2533 784 483 87 396 153 1749 60 1689 95 66 1594 1394 1369 200 174 84 90 1353 1316 1299
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=7 7 8 6 7 7 7 7 16 18 18 18 7 7 5 0 7 0 18 18 16 6 7 17 12 7 13 18 18 4
split_gain=7.99158e-05 0.000247839 0.000236689 0.000233453 0.000237714 0.000282056 0.000274082 0.000314106 0.000241555 0.000321762 0.000315329 0.000373761 0.000314117 0.000442382 0.00066113 0.000240542 0.00036133 0.000273465 0.000318718 0.000267895 0.000692202 0.000689714 0.000615724 0.000339512 0.00027389 0.000690381 0.000564066 0.000563153 0.000479687 0.000522988
threshold=20.778835947700006 21.725272673150005 9.5425530862500008 16.705390318750002 21.943165609950004 22.124753953150002 22.296968840150004 22.398098708400003 22.694946929300002 12.903279561150002 13.042786209850002 12.993406580100002 22.580174331950005 22.765858321950002 20.410615048800004 85.775256651950016 22.806258769100005 85.901614184050018 13.228319457400001 13.482409244300003 22.584947186600004 16.565387047600002 23.345877066950003 192.2469332606 147.29495425805001 23.724432465350002 117.50981642375002 13.954623666350001 13.713893333650001 228.53067524955003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -7 -8 9 -9 11 -11 -12 14 -14 -15 -17 -18 -19 20 -20 22 -21 -22 27 26 -26 -24 -27 -30
right_child=1 2 -4 -5 5 6 7 8 -10 10 12 -13 13 15 -16 16 17 18 19 21 23 -23 24 -25 25 28 -28 -29 29 -31
leaf_value=0.010146483731684397 -0.032125367269744277 0.048142818326539293 0.046386643075042505 -0.033155359225482121 -0.050624045487001106 0.041873233612272735 -0.045505733878382609 -0.053735191668733168 0.034019021341514112 0.00085908875815138069 0.04124031809617773 0.080266573746903894 0.013689142455735505 -0.036947166577843173 -0.0643728488912408 0.055944249890784926 0.04942231813618804 -0.044981946146796931 0.048801237427576527 -0.047400415694259124 0.019348432403490351 0.06315171446289998 0.058574880319439741 -0.044992671382416791 -0.082463628270229516 0.049651321580404528 0.0089524239395860072 0.002058103502883918 -0.061050302536387352 -0.0015268736629696843
leaf_weight=0.0070565393402511603 0.0024724571299617601 0.0010237004092055182 0.0010857740326557499 0.0021464408757478895 0.0011006930705299558 0.0015581074429494848 0.0015194588981764364 0.0011196159792746371 0.0020802878618397793 0.0013435665630692614 0.0017205851373164041 0.0010607064170571334 0.0018387924107116085 0.0017013123001544178 0.0026464043576938934 0.0011812365187182641 0.0011030748577317553 0.0015909325924518538 0.003649008696761962 0.0030971583460597243 0.0015609298435492747 0.0015667965981265288 0.0020386510959724555 0.0017280471880845027 0.0020260951097146309 0.001701703131402609 0.0010121601535502123 0.013043097210872989 0.0015724286385818678 0.024095090355259439
leaf_count=396 144 16 23 62 30 29 34 15 39 27 45 22 28 68 43 16 18 26 31 63 20 13 19 24 50 15 15 416 26 1127
internal_value=-8.12047e-05 -0.000926466 3.89455e-06 -0.000611572 0.000265105 -0.000358019 0.000355375 -0.000495831 0.00042244 -0.000542934 0.000292598 0.0358917 -0.000950115 -0.00203111 -0.0323698 0.000140261 0.00117521 9.30854e-05 -0.000834179 0.000396066 0.0188136 -0.00215174 -0.00425762 -0.0144567 -0.00132022 -0.00678496 -0.0520094 0.00969767 -0.0017646 -0.00517336
internal_weight=0.0924409 0.0853843 0.0829119 0.0818261 0.0796796 0.0786559 0.0775552 0.0759971 0.0744777 0.0723974 0.0712778 0.00240427 0.0688735 0.0671529 0.0044852 0.0626677 0.0609664 0.0597852 0.0586821 0.0570912 0.00693799 0.0501532 0.0485864 0.00328898 0.0454892 0.0304075 0.00303826 0.0150817 0.0273692 0.0256675
internal_count=2900 2504 2360 2337 2275 2259 2229 2200 2166 2127 2112 49 2063 2018 71 1947 1879 1863 1845 1819 75 1744 1731 44 1668 1233 65 435 1168 1153
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=9 7 6 6 9 0 15 2 6 15 2 2 4 7 17 9 12 15 6 8 12 15 19 4 5 9 18 0 5 0
split_gain=8.19416e-05 0.00019181 0.000439685 0.000288942 0.000188473 0.000393483 0.000268338 0.000362843 0.000236235 0.000253215 0.000134584 0.000336822 0.000153045 0.000178557 0.000405584 0.00137614 0.000556118 0.000372481 0.000462105 0.000506437 0.000585483 0.000830523 0.00107558 0.000445772 0.000404705 0.000352001 0.000330125 0.00058293 0.000635359 0.000545666
threshold=207.37918994975004 22.913946662950003 16.375382608200002 15.955372794750003 214.22994816675003 101.99741301110002 24.673905035600004 223.36808516470003 14.185331438000002 34.761639995350009 50.734033752200013 59.615984903700003 155.77228353875003 23.124786352450005 191.06791329340004 195.29234479735001 172.01106897260004 43.758818131150008 16.730390902950003 8.4434108459500017 152.88762959770003 39.466660082200001 14.451165964200003 241.84804450315002 20.766972852450003 190.58777288605003 13.713893333650001 87.181320254150009 21.850554661550003 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=10 -2 3 4 5 8 -6 -8 -3 -10 -1 -12 -13 14 17 16 25 18 19 20 21 22 24 -22 -14 -16 27 28 -15 -28
right_child=1 2 -4 -5 6 -7 7 -9 9 -11 11 12 13 26 15 -17 -18 -19 -20 -21 23 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.022641120115178343 0.022060207562397339 -0.063261044289738222 -0.062023449207858822 0.03983167802158602 -0.030125024799005286 0.030671131848301954 0.053208942190803257 -0.015423891235434277 0.018297328340846918 -0.047689104732007867 -0.048126770889912469 0.03767546953548026 -0.02231108521679611 -0.037403460901387534 0.059340212878241996 -0.10002419865132872 -0.036770868164415119 -0.052829996032561666 -0.054354010878364223 0.035155604944125694 0.067066295357095962 0.048197748641509698 0.035970964051057139 0.0061204028702600667 -0.086169864123590068 -0.0081711391976052213 -0.059367518719769308 0.059113636695946097 0.024145769691891136 0.0026762639936205772
leaf_weight=0.0028284116577452769 0.0019767887914740575 0.0018931495911396201 0.0015129519021190871 0.0012950096249682028 0.0015128246665233325 0.0010777667382130957 0.0016547831816353664 0.0014411284465151303 0.0011288761561152327 0.0011994291949083448 0.0014023734368233667 0.0011417754763503032 0.0015454260667363807 0.0023601467697589307 0.0016397286515825705 0.0018545744554745308 0.002374451862343288 0.00119192698320274 0.0012491401444411762 0.0051992369567415144 0.0015052617814729219 0.0013764629384240834 0.0014597737645090092 0.0059201430562224946 0.0027734489274328354 0.0014599278251807846 0.0014896524731879126 0.0028148641229446278 0.0057956097684588315 0.029276045851068203
leaf_count=34 57 72 59 34 150 51 46 64 43 40 40 28 56 27 29 32 76 77 184 54 28 18 15 233 88 14 30 29 84 1108
internal_value=-7.73753e-05 -0.00691845 -0.0114234 -0.00458991 -0.010396 -0.0232582 0.0043933 0.0212608 -0.0370268 -0.0156957 0.00123382 0.000413707 0.00135357 0.000771805 -0.00517617 -0.0255763 -0.000354045 0.00155202 0.00463441 0.00835968 -0.00119543 -0.0216092 -0.038237 0.0184752 -0.0633192 0.0275426 0.004983 0.0198766 0.0063344 -0.00032785
internal_weight=0.0913511 0.0146927 0.0127159 0.011203 0.00990796 0.00529922 0.00460874 0.00309591 0.00422145 0.00232831 0.0766584 0.07383 0.0724276 0.0712858 0.0295495 0.00732868 0.00547411 0.0222208 0.0210289 0.0197798 0.0145805 0.00715511 0.00577865 0.0074254 0.00431887 0.00309966 0.0417363 0.0109706 0.00815576 0.0307657
internal_count=2900 616 559 500 466 206 260 110 155 83 2284 2250 2210 2182 904 151 119 753 676 492 438 177 159 261 144 43 1278 140 111 1138
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=7 7 17 17 7 4 7 5 10 15 7 17 3 9 19 9 9 0 18 18 3 17 6 10 17 10 0 0 13 5
split_gain=7.11625e-05 0.00025775 0.000228745 0.000403628 0.000254785 0.000530362 0.000534946 0.000646465 0.000633603 0.000406882 0.00034848 0.00038901 0.000272688 0.000584743 0.000337841 0.000461502 0.000621615 0.000433509 0.000394413 0.000512514 0.000478307 0.000416025 0.000392476 0.000349719 0.000346835 0.000322487 0.000374218 0.000290816 0.000415853 0.000565
threshold=24.390191290350007 24.575790737200006 206.02826764000002 204.13511856875002 23.789355599150003 168.72122291465004 23.856905110850004 20.766972852450003 71.090898343450007 40.896729687200008 23.738191650050002 199.55131508320002 86.302194445500007 187.70546222865002 14.351157895250003 201.63419974125003 197.89372115420002 86.950112854950021 13.3584252364 13.601370067700001 93.249170254600017 195.10209338440004 16.385382841850003 68.321786469100019 196.27545234990001 66.318885161900013 85.807518149550006 86.20003303655001 113.96105169155001 21.446355970350002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -7 8 -8 -9 11 12 13 -1 15 16 23 18 20 21 -16 -20 -22 25 -23 26 -14 -28 -29 -30
right_child=1 -3 -4 -5 5 6 7 9 -10 -11 -12 -13 14 -15 17 -17 -18 -19 19 -21 22 24 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0032922788048336074 -0.037569015979021438 -0.0015081269423571266 0.04424782061744105 -0.04820952274366589 -0.048348069870378992 0.084346945435132936 0.069775318848558296 -0.044903225478701875 -0.011976363867398983 0.016171530720711057 -0.052877080962308247 -0.04327899036062427 0.006196149874172766 0.078089023728714513 0.061307595717844637 -0.068222382090303554 0.0413186061882529 0.04307385154342358 -0.09407890857868817 0.036201221133467264 -0.05531497422720541 0.026180620424300693 0.0097255704657121175 -0.059039306528097996 -0.048561485793030573 0.028285604062847719 -0.072296094439500358 -0.059773906531003819 0.039457248830927188 -0.035666634544438261
leaf_weight=0.0038113085995893211 0.0021543878161014119 0.024785963675691875 0.0012414393809194726 0.0016299144973232474 0.0011491975193553836 0.0012579788938040801 0.0028237544045168761 0.0020502937486488459 0.0014271912147716392 0.0023308775401953419 0.0012548720274025973 0.0019469760194329019 0.0051199779120440735 0.0014401380592516944 0.0016698723929948747 0.0012690600143146205 0.0024222836188769739 0.0030688446349813594 0.0010379983227647993 0.001143208042364563 0.0010152612139691106 0.0010224444215910069 0.010767411989071905 0.0014987986464374417 0.001580708409874676 0.0020652384899000334 0.0012857999657733821 0.0017989117189103343 0.0018145956728403689 0.002233240529491809
leaf_count=184 77 1265 37 28 32 16 29 25 68 39 22 45 368 16 17 49 29 26 25 14 22 18 194 65 27 44 35 36 24 24
internal_value=-8.85914e-05 -0.00439187 0.00174643 0.000894533 0.00222168 0.015953 0.0234246 0.0145462 0.0423284 -0.0124101 -0.000855111 0.000504566 0.00235511 0.0238043 -0.000404728 -0.00991289 -0.00585572 0.00830111 0.00244967 -0.0222102 0.0112199 -0.0405496 0.00412131 -0.0130804 -0.0192049 -0.00826937 -0.0144309 -0.0292377 -0.0197685 -0.00198951
internal_weight=0.0901179 0.0269404 0.0631776 0.0619362 0.0603062 0.0110393 0.0098901 0.00863212 0.00425095 0.00438117 0.049267 0.0480121 0.0460651 0.00525145 0.0408137 0.0195079 0.0182388 0.0213057 0.0182369 0.00478436 0.0134525 0.00364115 0.0117827 0.0158166 0.00260315 0.0143178 0.0122525 0.00713255 0.00584675 0.00404784
internal_count=2900 1342 1558 1521 1493 209 177 161 97 64 1284 1262 1217 200 1017 674 625 343 317 84 233 70 216 596 45 531 487 119 84 48
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=5 3 3 13 17 18 17 9 15 19 15 15 9 0 5 9 17 17 18 10 10 17 13 7 7 18 6 18 0 6
split_gain=7.0208e-05 0.000257393 0.00016118 0.000154288 0.000297294 0.000253291 0.000160481 0.000139048 0.000338611 0.000281702 0.000509651 0.000348119 0.00030178 0.000198675 0.000293992 0.000148315 0.000164821 0.000550253 0.000285636 0.000427576 0.000423041 0.000212755 0.000341131 0.000206649 0.000203269 0.000234097 0.000639471 0.000298887 0.000417836 0.000627586
threshold=7.7286379265000011 68.555682326450011 68.827216597650008 95.870416931800023 181.85746889350003 17.108018746400003 220.68978861510001 207.37918994975004 23.304416445750004 12.951044929850001 29.593577021650002 32.895435401150003 212.35308743945004 87.181320254150009 21.746930049350002 206.65653280825003 206.41783130310003 204.75389752000004 16.083212871900006 75.645146416450004 75.403185184700007 200.83528241485001 115.25151159420001 24.918974924200004 24.758300720050006 14.371157440600003 14.775345223550003 14.194363735100003 93.262612545250008 14.775345223550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 7 -7 15 -9 -10 -11 -12 -13 -14 -15 16 17 18 19 20 21 24 -23 -21 25 27 -27 28 -5 -30
right_child=2 -3 3 5 -6 6 -8 8 9 10 11 12 13 14 -16 -17 -18 -19 -20 23 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.050755195038054673 0.040254904816935028 0.0073085213380751834 0.018340542116340019 -0.00051051027398217944 -0.05038040795024034 0.060411618273510881 0.0071266448728748259 -0.050296581629539865 0.040651358536667792 -0.073550595314638742 0.041269035682362086 -0.044579443726549386 -0.022893140060238543 -0.0057890806852462819 0.061026766363346821 0.038675526004818099 -0.024787818976640383 0.060410194552166119 0.04432566797786313 -0.015613584853478369 0.058047039063441636 -0.053870546287483251 0.0064669717873769893 -0.077426463013152882 -0.031730472394249656 -0.016587214416356921 0.063937519154086006 -0.03860138973773089 -0.00076562944757452517 0.084952980479215845
leaf_weight=0.00122257852355069 0.0010061004412738181 0.0020330061616610773 0.0010279026454752113 0.042743417088090624 0.0016242654172898829 0.0011303309739218994 0.0011305246253314749 0.0017803403799428507 0.001289124877940531 0.0010872895421036857 0.0015925534035960993 0.001887573709615481 0.0018121200781203717 0.0017316777761974267 0.0010626355847093791 0.001062128153183294 0.0023876409717051841 0.0015716976935777885 0.001452701491409413 0.0011752530401230024 0.0012748152453241337 0.001844985149339339 0.0019039990946478902 0.0010019321580762297 0.001789231092736542 0.0018678212091573767 0.0020893588026922316 0.0018669426201700636 0.0020232305320226898 0.0014781427034904482
leaf_count=291 63 226 100 938 168 32 41 72 62 66 53 69 49 48 29 28 79 19 31 51 18 48 28 48 37 59 22 37 75 13
internal_value=-8.23844e-05 -0.0144963 0.000465201 -7.49487e-06 -0.0237462 0.000759947 0.0337668 -0.000175463 -0.00998061 -0.00312059 -0.0092715 -0.000628768 -0.0109035 0.00289579 0.01962 0.00160214 0.00100975 0.00197093 0.000501623 -0.000541026 0.00106809 -0.000192821 -0.0232269 -0.0440596 0.00141055 0.00254936 0.0259292 0.000626376 0.00221004 0.0354214
internal_weight=0.0889513 0.00325558 0.0856957 0.0846896 0.00265217 0.0820375 0.00226086 0.0797766 0.0122433 0.010463 0.00917385 0.00808656 0.00649401 0.00460643 0.00279431 0.0675333 0.0664712 0.0640835 0.0625118 0.0610591 0.0588819 0.0576071 0.00374898 0.00217719 0.0538581 0.0520689 0.00395718 0.0481117 0.0462448 0.00350137
internal_count=2900 517 2383 2320 268 2052 73 1979 448 376 314 248 195 126 77 1531 1503 1424 1405 1374 1275 1257 76 99 1181 1144 81 1063 1026 88
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=3 7 7 5 15 19 4 16 6 13 2 3 7 7 10 6 10 7 18 18 18 10 18 8 18 10 13 17 12 17
split_gain=6.57679e-05 0.000175252 0.000210976 0.000223868 0.000196556 0.000164451 0.000281312 0.000217066 0.0001536 0.000167024 0.000330315 0.000221666 0.000152487 0.00063109 0.000296365 0.000445441 0.000335004 0.000403115 0.000743056 0.00039365 0.00053454 0.000393927 0.000367983 0.000313965 0.000296165 0.000448321 0.000467157 0.000210394 0.000380625 0.000256369
threshold=108.3367972827 20.778835947700006 21.725272673150005 25.763052016400003 46.574831689400007 13.051052998800001 319.52362798075006 19.304954856600002 16.705390318750002 117.69263157665002 121.41360778140002 93.964300117300013 22.296968840150004 22.124753953150002 61.982402197500001 16.515385879350003 62.041548276350007 23.368583030350006 13.086509421050001 13.1493823129 13.278511569200001 62.106071271500007 13.064341268650002 8.4434108459500017 13.482409244300003 62.132955852800002 117.38883580790001 179.88087463185005 183.52328734125004 182.28951942140003
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -1 -7 9 11 -11 12 13 -4 15 23 17 18 -16 22 -21 -22 -18 -14 -23 -26 27 28 -27 -29
right_child=-2 2 3 -5 -6 7 -8 -9 -10 10 -12 -13 14 -15 16 -17 19 -19 -20 20 21 24 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.040975512111818532 -0.020167374588077908 -0.029892432798854781 -0.020362578952206993 0.039617817628500432 -0.040359218689090544 0.062070468927208383 0.029356314617313507 0.0082780776179167195 -0.025615096168566821 -0.009732967206328047 0.053844730770767436 -0.037801063854796313 -0.034929287282793882 0.082023033802273548 0.064287550640974828 -0.071919333292833926 -0.0046376479756162683 0.068932355323838984 -0.024922389585068067 0.046327251063490067 -0.042512886666999761 0.02982759349960078 -0.072884859622797712 0.025152123656133618 0.063399186885345488 0.0015669031048840343 -0.056577947699629108 0.039790852170799848 -0.075040594158283624 -0.00057300281456969541
leaf_weight=0.0010330630634739065 0.0015988133517344785 0.0024266335989532309 0.0013549157169254747 0.0014040077096143791 0.0012282225006576128 0.0014001345775627727 0.0012651898751241397 0.0016159211592161604 0.0022769603485093262 0.001594690587353397 0.0016760604717092065 0.0015392642110248758 0.0017436968751152184 0.0010834113658071409 0.0014901171276537886 0.0013906357635278255 0.0017872741687057206 0.0015182720069921718 0.0025003093260011766 0.0025108938600979505 0.0021814095004188952 0.0033042744179567754 0.0014159849681840697 0.0017353724173290175 0.0010496072850401097 0.0017105003573927016 0.0015542548240432543 0.0016414792729456664 0.0010446718924398413 0.038024994004376367
leaf_count=136 147 144 33 74 74 52 35 26 60 19 21 38 29 20 20 21 28 21 37 30 37 32 18 19 9 126 17 47 113 1417
internal_value=-7.03801e-05 0.000301071 -0.000850514 4.42671e-05 -0.000673979 0.0178941 -0.00225779 0.03325 -3.37202e-05 0.000754988 0.0228467 -0.000268746 0.000568021 0.02513 -0.000331179 -0.0240818 0.00154232 0.0250768 0.00839066 -0.000763477 0.00129316 -0.000945472 -0.034806 -0.00496046 0.000930711 -0.00118994 -0.00273154 -0.000758697 -0.0274802 0.00109734
internal_weight=0.088101 0.0865022 0.0811879 0.0787613 0.0773573 0.00531431 0.00229825 0.00301606 0.0761291 0.0738521 0.00327075 0.0705813 0.0690421 0.00243833 0.0666037 0.00486971 0.061734 0.0055087 0.00399043 0.0562253 0.0530221 0.0505112 0.00320326 0.00347907 0.0483298 0.0450255 0.0439759 0.0424216 0.00275517 0.0396665
internal_count=2900 2753 2504 2360 2286 249 171 78 2212 2152 40 2112 2074 53 2021 69 1952 78 57 1874 1828 1798 46 48 1761 1729 1720 1703 239 1464
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=18 18 18 10 16 0 3 10 8 6 16 17 2 6 6 6 7 6 7 2 19 18 18 15 0 16 3 6 5 0
split_gain=6.35562e-05 0.000126784 0.000130728 0.000136038 0.000120427 0.000201375 0.000309963 0.000216856 0.000138035 0.000257217 0.000167842 0.00034068 0.000295238 0.000734784 0.000484309 0.000271577 0.000243664 0.000336697 0.000266532 0.000229248 0.000480715 0.000170766 0.000571273 0.000443438 0.000321659 0.000298063 0.000214566 0.000404424 0.000290436 0.000434416
threshold=11.257534840550003 11.780121045600003 11.955585097900002 60.990361147350008 22.744946812400002 85.716110573100011 94.319176590550015 61.960894532450006 9.3427090425500019 16.575387281250006 22.624947093000003 187.45953903175004 177.29625860080003 16.485385178400005 16.435384010100005 15.415360177400002 22.580174331950005 13.855323727400002 22.638073512250003 234.61110956795002 12.851036860900001 13.482409244300003 13.24392582145 39.702469286500012 86.420486603250012 22.554947256700004 93.017962855400015 16.435384010100005 22.504913082700003 87.393708446500014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 10 16 -12 14 15 -13 -14 17 19 -18 20 -7 22 23 -20 -23 -24 27 28 29 -26
right_child=1 2 3 4 -6 8 -8 -9 -10 -11 11 12 13 -15 -16 -17 18 -19 21 -21 -22 24 25 -25 26 -27 -28 -29 -30 -31
leaf_value=0.024987002553461295 -0.030313206867927097 0.031747153275514473 -0.032077034268620186 -0.07121366803887276 0.023103179567173615 -0.068822502069467759 0.012297810959920883 -0.017621229335664092 0.033319387565579561 -0.029832241731608745 -0.025558926676990525 0.0032155750884472292 -0.013374335882128545 -0.06288614095561039 0.080874518453857874 0.046019007015566694 -0.044575207631287118 0.04520851282175295 0.0069736232291281609 0.02983283894054313 0.020110077871771354 -0.052052231026419406 0.059135908111722285 -0.066370190214867703 0.064187617802609107 0.010610046166259636 0.04063236300856847 -0.052061188896236468 -0.041969613913216824 -0.0016950802626292637
leaf_weight=0.0010013590893087612 0.0013896030030648978 0.0012885890980244693 0.0013298399185762552 0.0012577115447027576 0.0022266830872639245 0.0010999171579658676 0.0018778093251467171 0.0018890872159405799 0.0012848859209952926 0.0027353030998780717 0.0018237491902132483 0.0014693624537784888 0.0010933647147339798 0.0011565528401365488 0.0017708714121908997 0.0026020382127498465 0.0014818406099621475 0.002646274687229111 0.0022951325564228853 0.0015092782787538839 0.0013585101170763281 0.0013555659775175135 0.002326350781955977 0.0012863591970684318 0.0010284005547873598 0.0027765288655423048 0.001119276721510686 0.001662680939211513 0.0017168331530697306 0.037340626190333154
leaf_count=72 60 36 142 40 28 111 130 84 22 39 28 21 21 23 23 51 16 44 21 64 35 30 23 31 8 29 12 31 39 1586
internal_value=-6.1159e-05 -0.000352139 0.000138773 -0.000348892 0.000164465 -0.000474285 -0.0198546 -0.039041 0.000825136 0.000258284 0.00141885 0.0134853 0.0222847 0.00667546 0.0456582 0.0284462 -0.000542511 0.0175811 -0.00274641 -0.000845136 -0.019679 -0.00157487 0.0112454 -0.0193692 -0.00409245 0.0327325 -0.00257587 -0.00373428 -0.00172978 7.0766e-05
internal_weight=0.0872004 0.086199 0.0848094 0.0835208 0.082191 0.0799643 0.00502461 0.0031468 0.0749397 0.0736548 0.0709195 0.00991594 0.00809219 0.00485196 0.00324023 0.0036954 0.0610036 0.00661398 0.0543896 0.00396771 0.00245843 0.0529078 0.00868437 0.00358149 0.0442234 0.00510288 0.0428678 0.0417485 0.0400859 0.038369
internal_count=2900 2828 2768 2732 2590 2562 254 124 2308 2286 2247 167 139 95 44 72 2080 254 1826 210 146 1810 104 52 1706 52 1676 1664 1633 1594
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=15 16 17 6 6 3 18 16 7 4 17 17 19 17 3 10 19 6 9 2 4 7 6 17 17 6 0 6 9 10
split_gain=6.96762e-05 0.000367429 0.000354683 0.00066789 0.000256431 0.000249411 0.000201562 0.000149476 0.000225043 0.000336602 0.000257689 0.000478455 0.000145596 0.000195774 0.000743698 0.000283841 0.000551858 0.000271733 0.000291535 0.000442023 0.000304848 0.000262592 0.000193919 0.000189174 0.000522614 0.000308701 0.000520897 0.000498106 0.000288445 0.000452432
threshold=42.80317728375001 22.674946976100003 203.93111730270002 16.395383075500003 16.505385645700006 94.507368659650012 13.3584252364 22.674946976100003 20.861721588400005 254.49455531690003 189.46592532740002 186.93621306220004 14.651182102100002 201.37020668845003 90.988176966900014 64.321360770950022 14.251149826300002 8.0101871567500016 197.58039077460003 110.52061241095002 234.33905321295003 26.452067539250002 13.915325129350002 197.57625617845002 196.91396350930003 14.875347560100002 96.588235252600015 16.375382608200002 206.08249486475003 80.468240302450013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 6 -3 -5 12 -9 10 11 -10 13 23 15 -15 17 -17 -19 -20 -21 22 -22 24 28 26 -25 -27 -1 -30
right_child=1 5 -4 4 -6 -7 -8 8 9 -11 -12 -13 -14 14 -16 16 -18 18 19 20 21 -23 -24 25 -26 27 -28 -29 29 -31
leaf_value=0.0040802158229751254 -0.078459859058455692 0.063553125949340566 0.0466307273883231 0.04602604590208248 -0.040117574034698469 0.0056037230083496835 -0.0043447889980704089 0.02351141325871468 -0.065190660077896131 0.022698506567728993 -0.085109402554174221 0.026716356190064156 0.030912221567394555 0.039674041456444861 -0.09252123847635596 -0.041388935226233901 -0.066890367476920051 0.040753913195907848 -0.064644518497097667 0.05305409587754422 0.0025709489576621531 0.022181756405564301 -0.0557773925296184 -0.059644013966877345 -0.057673275933749928 0.055273104266211195 0.021422342714465074 -0.010332144655091975 -0.040734988342200462 0.035631567378396324
leaf_weight=0.041976911565490049 0.0012904945821570844 0.001624239293291363 0.0011036710390044391 0.0013995997757024932 0.0010175425243759712 0.001368452638303097 0.0018372641622504959 0.0010908986641879883 0.0012756089203866949 0.0010264160335820005 0.0010046453976322312 0.0010188329724769574 0.0015065050496119161 0.0012999313672139587 0.0010413709884126718 0.0014215067295552672 0.0014652837911164349 0.0018626476442124007 0.00101731354337109 0.0011432868890750569 0.0010844711093938031 0.0019081894528962806 0.00119970655103252 0.0012225651355802503 0.001540048746043631 0.003217263572992124 0.0022539288062195517 0.0018074710142172989 0.0033366029230921792 0.0010108222325802274
leaf_count=1375 55 46 24 54 46 24 37 9 39 30 15 11 23 19 29 243 40 48 52 30 50 106 42 48 38 39 104 20 140 64
internal_value=-5.50341e-05 0.00795757 -0.00513988 -0.0154444 0.00367012 0.0370549 0.0174352 -0.0010618 -0.0170771 -0.0273136 -0.0428734 -0.0243799 0.00015455 -0.00050921 -0.0113527 -0.00453732 -0.00971383 -0.00102038 0.00596439 -0.00423567 0.00728208 -0.00520026 -0.028075 0.00207706 -0.000364448 0.0158235 -0.00708595 0.0316739 0.00154078 -0.022979
internal_weight=0.0863735 0.00964126 0.00664857 0.0055449 0.00425441 0.00299269 0.00323686 0.0767322 0.0054164 0.0043255 0.00329909 0.00229444 0.0713158 0.0698093 0.0134437 0.0124023 0.0111024 0.00963712 0.00821562 0.00635297 0.00533565 0.00419237 0.00228418 0.0563656 0.0478644 0.00850123 0.00347649 0.00502473 0.0463243 0.00434743
internal_count=2900 286 216 192 137 70 91 2614 104 95 65 50 2510 2487 659 630 611 571 328 280 228 198 92 1828 1617 211 152 59 1579 204
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=2 12 12 17 17 17 0 7 7 5 6 9 10 6 15 17 6 10 0 10 0 5 16 16 9 5 16 18 17 16
split_gain=6.09747e-05 0.000435111 0.000372898 0.000370096 0.000270617 0.000178216 0.000173919 0.000272628 0.000566025 0.000317268 0.000786229 0.000543683 0.000465845 0.000514957 0.000269523 0.000261691 0.000231268 0.000221229 0.000203215 0.000149399 0.000361328 0.000396786 0.000422355 0.000389793 0.000357662 0.000334458 0.000304374 0.000277876 0.000347718 0.000865225
threshold=103.98563613345001 121.97235442175001 129.90914191640005 192.15389660515004 165.16536692155003 166.83257850275001 85.678472159250006 22.620341628000002 22.398098708400003 17.671168838450004 15.185354803400001 195.07922778810004 70.026268923800004 14.325334709150001 24.200063469100005 182.72552322705002 16.575387281250006 75.551050381850018 90.337570099350003 61.944763783650011 86.345209775600011 22.504913082700003 22.604947139800004 22.604947139800004 197.19111486365003 21.850554661550003 22.554947256700004 13.197799034350002 196.91396350930003 20.784951395750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -3 -1 -4 16 8 15 12 -11 -12 -9 14 17 -8 -6 -14 -13 -7 21 -21 -23 26 -25 -26 27 -22 29 -29
right_child=2 3 5 -5 6 19 7 9 -10 10 11 18 13 -15 -16 -17 -18 -19 -20 20 23 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.048792412080929611 -0.049410733679889518 0.001190529599169988 -0.035736948325220015 0.072318597023183426 -0.062382278394166837 0.012595477260508534 0.026631304630938452 0.068476231449540445 0.059838527354171438 -0.085428048930712042 0.033453112571158766 -0.05755393801087233 0.033029258778260982 -0.055508487878619242 0.057617673695401717 -0.030396691348557978 -0.00074216578436022253 -0.025980600319689198 -0.0051467261073218744 -0.069552894022003584 -0.051144355284444269 0.020988672471814292 -0.038543297423589196 0.064409113461700071 -0.017747524836778269 0.038775623138157599 -0.030912255252172827 0.0018635669259479363 -0.0084926703449838756 0.061896834157743663
leaf_weight=0.0010490523701894841 0.0015997405112373733 0.0013358218771148947 0.0013997812670081813 0.0016170884647441763 0.0010978334274369663 0.0085248935889686295 0.0013766164811626061 0.00107198481055093 0.0020814327806668587 0.0015456947751806283 0.002205424757619312 0.0015249383359332569 0.0010778563134872243 0.0014079287931014761 0.0010788573165605442 0.0019367019561586929 0.0013660934532534474 0.0015474137980922564 0.0014372627357974177 0.0014743843840234437 0.0010066612929442434 0.0022740436084995098 0.0025039251319835779 0.0016824978338263455 0.0021460284774263982 0.0020439004113086412 0.0033718079488093125 0.013989151137324341 0.015742358856110219 0.0028980962251807787
leaf_count=66 108 24 218 24 23 241 19 9 28 41 27 21 15 34 23 30 57 87 24 36 22 79 112 26 32 38 45 613 757 21
internal_value=-6.43595e-05 0.0041177 -0.00177132 0.0401421 -0.000760821 -0.000480871 -0.00326534 9.42291e-05 0.0189706 -0.00780144 -0.0228547 -0.00413828 0.00854017 -0.00402826 0.0155392 -0.00670272 -0.0282067 -0.00175294 -0.0321259 0.000375055 -0.00174527 -0.0242034 -0.0102094 0.00152932 0.0254639 0.00982518 -0.00226862 0.000602712 0.00219917 0.0121661
internal_weight=0.0854153 0.024758 0.0606573 0.00295291 0.0218051 0.0590575 0.020756 0.0182921 0.00539475 0.0128974 0.00671332 0.00516763 0.00618404 0.00511206 0.00370413 0.00331332 0.00246393 0.00262527 0.0029622 0.0576577 0.0491329 0.00625235 0.00477797 0.0428805 0.00587243 0.00418993 0.0370081 0.0336363 0.0326296 0.0168872
internal_count=2900 552 2348 48 504 2240 438 358 77 281 113 72 168 159 125 49 80 102 45 2022 1781 227 191 1554 96 70 1458 1413 1391 634
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=3 5 13 7 16 16 18 19 17 18 7 4 7 15 13 16 18 19 15 5 0 2 6 0 10 8 15 16 16 18
split_gain=5.78319e-05 0.000154759 0.000232904 0.000117997 0.000277532 0.00014973 0.00012636 0.000350341 0.000185558 0.000180444 0.000270214 0.000151557 0.000254697 0.000386131 0.000699023 0.000346443 0.000600637 0.000607565 0.000542656 0.00032858 0.000489792 0.000460575 0.000299972 0.000502574 0.000368775 0.000302661 0.000296719 0.000362925 0.000684502 0.000565785
threshold=108.3367972827 30.133297129900004 119.04223755815001 20.940097048150005 17.294959556900004 14.224966735800002 12.949570119650001 14.251149826300002 183.95506935190005 13.057710350500001 22.535351262400003 155.77228353875003 23.124786352450005 23.4448654772 113.92610173585001 22.554947256700004 13.316069313700003 14.351157895250003 40.896729687200008 21.850554661550003 86.530713386650021 158.68292856370002 15.710367070250003 86.780739992750014 62.041548276350007 8.543332867800002 38.198215516250009 22.614947116400003 22.554947256700004 13.809421053700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -5 -9 10 -8 -11 13 -13 -15 -16 17 -17 -19 20 -14 -21 -23 24 25 -24 27 28 29 -22
right_child=-2 -3 -4 6 -6 -7 9 8 -10 11 -12 12 19 14 15 16 -18 18 -20 21 26 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.024712271475057394 -0.019174249548958508 0.030336881920769262 -0.044320527255512665 -0.057875067699920762 0.060013001632077401 -0.02681381147861105 -0.0076839542745742173 0.025710308343304872 -0.018227875198096617 0.024464130871361709 0.050711421764947417 0.025125577835204839 -0.064624024012902848 -0.072570456059590976 0.014045929548049473 -0.058857628739174633 -0.084021993254506766 0.033554711428729608 -0.048362797723080275 0.07086880859146541 0.056410128753671164 -0.042149553019700713 0.030459501506696948 0.044980111680942847 -0.056839910738584333 -0.026732842099940007 -0.042909366849373215 0.04701841232193224 -0.078361027861588814 -0.0010724561140254784
leaf_weight=0.0011150759903097432 0.0015533736443324167 0.0016806182380892784 0.0011854764825773847 0.0014194847685970726 0.0010947679300044033 0.0011411034550329879 0.0014657462923747871 0.0016447186685581983 0.002312642050027236 0.0023577837093897705 0.0017249548919245003 0.0023238936346126086 0.0012155860201836779 0.0020623491408743319 0.0040747825123390599 0.0017187235663003453 0.0012982838734954981 0.0030510256056004437 0.0011003022815445004 0.0014073389792059717 0.0018097802512784247 0.0010029553849199751 0.0025230727392795416 0.0034676044995762823 0.0010617070728443645 0.0014611510227910962 0.0015554747016164319 0.0016845843515511652 0.001093802751342631 0.031788126896099417
leaf_count=77 147 46 47 39 66 92 32 20 35 49 39 127 21 72 43 34 33 34 50 14 18 52 45 57 28 31 44 25 19 1464
internal_value=-5.76069e-05 0.000300846 -0.000321107 0.000331086 0.0186989 -0.00134797 -0.000472162 -0.0152545 3.3273e-05 0.000643395 0.0238857 -0.000446249 -0.0013402 -0.0124845 -0.0190533 -0.00923656 -0.0224713 -0.00885808 0.0118426 0.0021384 -0.00214081 0.0174736 0.00957733 0.0156711 -0.00447024 0.00948511 -0.00013843 0.00169048 -0.000510581 0.00202389
internal_weight=0.0843963 0.0828429 0.0811623 0.0799768 0.00335095 0.00225618 0.0766259 0.00537685 0.00395736 0.071249 0.0031907 0.0680583 0.0657005 0.0156294 0.0133055 0.0112431 0.00716834 0.00587005 0.00415133 0.0500712 0.0391474 0.0109238 0.00951649 0.00851354 0.00504593 0.00398422 0.0379318 0.0363763 0.0346917 0.0335979
internal_count=2900 2753 2707 2660 235 169 2425 94 55 2331 71 2260 2211 393 266 194 151 118 84 1818 1591 227 213 161 104 76 1570 1526 1501 1482
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=15 15 19 18 2 15 16 19 19 19 4 14 6 13 14 15 6 13 5 2 4 17 14 5 15 9 6 10 7 12
split_gain=6.0127e-05 0.000134563 0.000250727 0.000494372 0.000455698 0.000307035 0.000116506 0.000186355 0.000378885 0.000122359 0.000155854 0.000347406 0.000331152 0.000329729 0.000311398 0.000435901 0.00029945 0.000462215 0.000263867 0.000488681 0.00087068 0.00052087 0.000810032 0.000444578 0.000764578 0.000518983 0.000516032 0.000494672 0.000371404 0.000557523
threshold=46.574831689400007 42.80317728375001 14.451165964200003 13.042786209850002 226.19683278270003 44.34858359035001 22.674946976100003 14.551174033150001 14.351157895250003 14.651182102100002 240.32447338110003 244.99684607285005 16.515385879350003 117.64961624655002 233.75954169405003 39.702469286500012 16.405383309150004 117.55283175385001 20.766972852450003 103.98563613345001 181.76113425110003 192.49174628505003 220.41932288610005 19.998562110200005 31.385732506450001 197.6620677562 14.815346158200002 62.837331883000012 22.557405306150006 100.16207483335002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 -4 -5 9 8 -8 10 14 -12 13 16 15 18 -13 -18 23 20 28 22 -21 24 26 -26 -1 -25 29 -20
right_child=-2 2 4 5 -6 -7 7 -9 -10 -11 11 12 -14 -15 -16 -17 17 -19 19 21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=-0.0062984105207190139 -0.016564549141990115 0.053700250077247894 0.0039693409054333412 0.012086051424481704 0.081894487217438861 -0.054183705780883579 -0.049777102604896505 -0.038340516877179077 0.024871843402848762 0.029182383878793017 -0.055220653320037373 0.00099882161704202142 -0.037785266611824124 0.054662398216431277 0.046116558784242458 0.047572821792664144 -0.082333926395702847 0.00521558520284977 -0.043079559791460532 -0.054253459014352891 0.07401544558830557 -0.10002265572058969 0.054026946676556165 0.0030569268462547622 -0.073423198972953518 0.013322933408162527 0.030104212596960361 0.082168862339692159 -0.068172159406808361 0.050507581508716148
leaf_weight=0.009822829003940492 0.00215082830761358 0.0010988331378829451 0.001909627841788053 0.0012398892581520658 0.0012362925127717972 0.0016030009192943839 0.00101341345862238 0.0020974860003168949 0.0020661589963739679 0.0014268468443816565 0.0013446331290820615 0.02464578918283283 0.0025513343224276173 0.0010559196562098796 0.0016842408622548604 0.0019813860963040488 0.0011358861420789337 0.0012854577627349206 0.0013368938576661426 0.0021545722569245888 0.0013731806252206269 0.0010769915834885069 0.0010169825762811335 0.0017050563874363425 0.0021491783598719385 0.0010156044888152138 0.0064519136646448696 0.0014733393203642531 0.0010935853451883304 0.0012151078276135124
leaf_count=392 132 15 42 27 20 50 21 42 41 23 47 1276 113 10 55 25 32 18 57 141 14 15 31 20 36 29 99 21 19 37
internal_value=-6.16952e-05 0.000375102 0.0135393 -0.00326343 0.0345926 -0.025281 -0.0008828 -0.0153512 0.000306665 0.000202817 -0.000409133 -0.00546975 -0.00328889 -0.000159361 0.00414873 0.0020616 -0.00229802 -0.0358551 -0.000766516 -0.0149783 0.00614969 -0.0399365 -0.0195325 0.00505651 -0.000612523 -0.0455857 0.00813294 0.0397291 -0.0194133 0.00148094
internal_weight=0.0834123 0.0812614 0.00708764 0.00394172 0.00314592 0.00284289 0.0741738 0.00517706 0.00307957 0.0689967 0.0675699 0.032019 0.0306744 0.0281231 0.0355509 0.0338666 0.0270671 0.00242134 0.0318852 0.00926731 0.00501877 0.00424855 0.00317155 0.0226179 0.0194395 0.00316478 0.0162747 0.0031784 0.00364559 0.002552
internal_count=2900 2768 154 92 62 77 2614 104 62 2510 2487 1496 1449 1336 991 936 1326 50 911 314 127 187 172 597 556 65 491 41 113 94
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=5 10 5 7 16 19 16 15 18 19 3 14 8 0 8 18 19 6 8 0 5 5 2 16 0 15 6 19 13 5
split_gain=6.92007e-05 0.000254342 0.000179789 0.000100741 0.000239615 0.00011952 0.000218595 0.000237586 0.000111844 0.000290612 0.000155285 0.000134801 0.000259649 0.000380506 0.000180197 0.000236049 0.000146776 0.000532709 0.000341028 0.000236529 0.00039611 0.000234517 0.000452655 0.000549949 0.000462949 0.000298307 0.000225741 0.000492223 0.000350007 0.000328733
threshold=29.040033326300005 60.474177186300004 30.690160697650004 20.940097048150005 16.744960843000005 10.250827068050002 9.6249774926000011 15.229486597800001 12.949570119650001 14.251149826300002 93.794927255050013 145.19318528500003 8.8430989333000021 87.181320254150009 8.7431769115000026 13.030213775350001 14.451165964200003 16.575387281250006 8.6432548896500023 86.20003303655001 22.382291025900006 22.963361893800002 103.98563613345001 22.534947303500005 86.692020874450009 46.074827201850006 15.785368822600002 14.251149826300002 117.47217800995001 22.204885925350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -3 -5 -7 -8 9 -9 -11 -10 14 -14 15 -13 17 18 19 20 -17 22 -18 -24 -25 -23 -21 -28 -29 -30
right_child=2 3 -4 5 -6 6 7 8 11 10 -12 12 13 -15 -16 16 21 -19 -20 26 -22 25 23 24 -26 -27 27 28 29 -31
leaf_value=-0.042320840740006027 0.042299594658696323 -0.0057016415776611432 -0.0051539147210045988 -0.031794941359076755 0.052567797744267723 0.038146445756283981 -0.047517736856125356 -0.054454440153178289 0.033217849964149192 0.024434440487194255 -0.016446426677201399 0.035355966012569483 -0.076881188456567329 0.0032138383600107063 0.032348359090998195 -0.077461180010198957 0.033724811772325065 -0.071473624669260161 -0.048215966576889271 -0.001586120308633982 0.00088778620087136934 0.05255877728275158 -0.076764331108448547 -0.040810863190332503 0.031025597298680027 -0.0098788228727352597 0.05247436110761125 -0.026630203808331723 0.053950138483520829 -0.0077340927297631801
leaf_weight=0.0014384045504159801 0.001343589363668218 0.0017084068300065999 0.0019676743931368807 0.0012078821888922278 0.0012024217105023327 0.0014659895476523124 0.0010750564013961563 0.0013367274423172612 0.0012711327781289574 0.0015281456449542929 0.0023704588854887021 0.0018967912907085346 0.0010555366830752025 0.0013539448961863432 0.0018473267631975423 0.0010215864921625795 0.0026040274294700759 0.0011065064294189511 0.0014967103259468919 0.033170862734940396 0.001751794048013052 0.0022801001518991115 0.0011979024038879516 0.0015337982861183264 0.0021611320499639319 0.0011516974342905724 0.0026480079838790971 0.0026343098846268731 0.0016544128452196105 0.001808269673574614
leaf_count=158 66 111 99 287 52 86 149 30 20 21 34 45 37 34 37 24 31 17 48 1152 78 39 20 26 41 43 28 38 23 26
internal_value=-6.15275e-05 -0.0006553 0.014101 0.000117606 0.0183686 -0.000594246 -8.09577e-05 -0.000859778 -0.000152116 -0.0142182 -0.000422252 0.00096967 0.000332902 -0.0318739 0.00158524 0.000639944 -0.000491073 -0.00290473 -0.00126198 0.000310583 -0.0279724 0.00995372 4.2543e-05 -0.0178836 0.00120565 0.031605 0.00218194 0.0164746 0.000839474 0.0217376
internal_weight=0.0822906 0.0789793 0.00331126 0.0775409 0.00291083 0.0746301 0.0734222 0.0719562 0.0708812 0.00523533 0.0038986 0.0656459 0.0643747 0.00240948 0.0619652 0.0601179 0.0582211 0.0472925 0.046186 0.0446892 0.00277338 0.0109287 0.00749686 0.00489283 0.00369493 0.0034318 0.0419159 0.008745 0.00609699 0.00346268
internal_count=2900 2735 165 2577 163 2414 2127 2041 1892 85 55 1807 1787 71 1716 1679 1634 1434 1417 1369 102 200 118 87 67 82 1267 115 87 49
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=5 10 15 5 17 17 2 17 17 17 8 8 2 8 10 16 0 0 0 18 6 6 7 9 0 5 16 6 9 9
split_gain=5.66411e-05 0.000209937 0.000165191 0.000199069 9.17991e-05 0.000217457 0.000157139 0.000150311 0.000326137 0.000511536 0.000326596 0.000215201 0.000138462 0.000240851 0.000208297 0.000171201 0.00014663 0.000374096 0.000452827 0.000342373 0.000484433 0.000288207 0.000262639 0.000731196 0.000301588 0.000363638 0.000276356 0.000263438 0.000164537 0.000520922
threshold=29.040033326300005 60.474177186300004 30.807603489900004 31.302824910800002 168.75790693355003 174.35320691475002 163.99302171980005 179.88087463185005 182.28951942140003 183.23782055230001 8.4434108459500017 7.4441906275000003 59.615984903700003 8.8430989333000021 64.321360770950022 22.714946882600003 85.737618238150006 85.807518149550006 86.001087134900004 13.278511569200001 16.455384477450004 16.545386580300001 23.195026784100005 192.09062119805003 89.528344202050008 13.361597395450001 22.654947022900004 16.545386580300001 196.26893085885004 201.63419974125003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -3 6 -6 11 10 -10 -9 -7 -11 15 -15 16 21 -18 -19 20 -20 -14 23 24 -21 -26 27 28 -24 -30
right_child=2 4 -4 -5 5 7 -8 8 9 12 -12 -13 13 14 -16 -17 17 18 19 22 -22 -23 26 -25 25 -27 -28 -29 29 -31
leaf_value=-0.038785184515090713 0.028175784653189286 -0.022645447763925661 0.043435575553399858 -0.03285122489077049 0.048571875683866783 0.0079423719223956756 0.00046160103220126126 0.0037967560440214099 -0.063812467680879809 -0.031789040116670303 0.074526918814100368 -0.049153059849106139 -0.034952970564544564 -0.061614163412614678 0.00069370001480204523 0.028018380570128423 0.047793832008446474 -0.049253105463743271 0.05652358463996341 0.044883544284218993 -0.0056930476728176208 0.027690238537800956 -0.01116371393069973 -0.055588340432829592 0.029290639135201964 -0.045104075287751864 0.04043066801097734 0.05137830644267373 0.023116997627478004 -0.0059941384008400057
leaf_weight=0.0014139347948113048 0.0010265076720305886 0.0017342376644829535 0.0011461954790548067 0.0011152231601816403 0.0015945220662207929 0.0011910199747913177 0.0011822911867874486 0.0014860371044729251 0.0012678291666320248 0.0013163426557145632 0.0011643398060344756 0.0014810481454122781 0.0027342943342084014 0.0011260445973597646 0.00102484869653785 0.0024501597650043996 0.0017530887792940311 0.0017452144891527332 0.0026685943758337763 0.0015148017473221023 0.0023566534052861243 0.0010041614636979168 0.0099832850988330647 0.0029803144942867621 0.0012112252562880288 0.0014359737304880937 0.0018830710063184588 0.0010184373026618223 0.0092752017220381899 0.018224929787872917
leaf_count=158 58 238 37 70 51 74 46 54 47 40 13 45 118 35 28 40 20 57 44 25 34 18 569 32 81 39 37 14 149 629
internal_value=-6.18507e-05 -0.000602303 0.0127959 -0.00360166 0.000100594 0.000626038 0.0280878 -0.000428728 0.00046453 -0.000896968 0.0348693 -0.0237039 0.000317006 0.000973355 -0.031926 0.0021103 0.00104859 0.00232754 0.000859593 0.00252378 0.0273463 -0.0181268 -0.000100802 -0.0177774 0.00929816 -0.0110648 0.00302541 0.00119597 -0.0001675 0.00382442
internal_weight=0.0815098 0.0782219 0.00328793 0.00214173 0.076808 0.0750737 0.00277681 0.0722969 0.0696248 0.0669745 0.00265038 0.00267207 0.0657066 0.0643903 0.00215089 0.0622394 0.0597892 0.0560508 0.0542977 0.0525525 0.00502525 0.00373846 0.0475272 0.00714232 0.004162 0.0026472 0.0403849 0.0385019 0.0374834 0.0275001
internal_count=2900 2735 165 128 2577 2339 97 2242 2123 2056 67 119 2009 1969 63 1906 1866 1730 1710 1653 78 136 1575 177 145 120 1398 1361 1347 778
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=8 6 15 15 16 19 2 15 13 6 18 9 9 17 17 17 9 19 9 6 8 5 4 9 17 6 19 13 15 10
split_gain=5.87016e-05 0.000117787 0.000111998 8.63895e-05 0.000265339 0.000314663 0.00027897 0.000253894 0.000135349 0.000368091 0.000146841 0.00012527 0.000366346 0.000228859 0.000249517 0.00035768 0.000187176 0.000123492 0.000117418 0.000128619 0.000351069 0.000398142 0.000367002 0.000347564 0.000277392 0.000235458 0.000268664 0.000405209 0.000352466 0.000337701
threshold=9.5425530862500008 17.765415086100003 46.574831689400007 42.80317728375001 22.704946905950003 14.451165964200003 223.36808516470003 44.34858359035001 117.68187774410002 16.505385645700006 12.885811969150001 210.97856947250003 212.35308743945004 211.47438991805004 199.14656950540004 203.08534335880003 209.18175024895001 14.651182102100002 207.37918994975004 16.455384477450004 8.543332867800002 22.120912517600004 241.84804450315002 190.77452831370002 188.54236693505001 16.435384010100005 14.451165964200003 117.47217800995001 36.636904827250007 62.197478847950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 5 7 -7 -5 11 -10 -11 16 -13 14 -14 -16 17 18 19 25 21 23 -23 -21 -24 26 27 29 -28 -1
right_child=-2 -3 -4 4 -6 6 -8 -9 9 10 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 22 24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.047016036532068317 0.015408969134256177 -0.030852623141935889 -0.025232903425494543 0.0090609985619324492 0.050874063020293736 -0.0037765814276040175 0.068082197209402326 -0.050647675489073132 -0.070315880631325725 -0.022228034515814218 0.030271571972989936 -0.063796984388343594 -0.018252358000230676 -0.031411418165896293 0.072612176534360154 -0.0034950408148851902 0.039466348727875862 0.033004566610650682 -0.024974813422122454 -0.015823980777248038 0.025383460835548974 0.051093206394109705 0.0093693515681616702 -0.075004557513769055 -0.057631072958406152 0.038585783173214851 0.011697386185124028 0.044437591828786982 -0.056019202771410009 0.0036693631441421185
leaf_weight=0.0013651587803215548 0.0023821853528062644 0.001260079566226687 0.0017237776078127811 0.0014245100443049377 0.001359259618766373 0.0011579600134479229 0.0010127674754585314 0.0014241254465905268 0.0010148616063361251 0.0011160751093001881 0.0010193589427704985 0.0011457966559849644 0.0017542179741306257 0.0018615868253576418 0.0011288031861423908 0.0013632973505637302 0.0013051999725561805 0.0011929980964850975 0.001754012319711006 0.0023725337428004431 0.0023171991417416113 0.001167150258441242 0.0016094372287638013 0.0017059280142990296 0.0010030336995139888 0.0018483268589299931 0.0013759448012251587 0.0023713338636071049 0.0017415175643691327 0.035437189791144921
leaf_count=54 67 136 123 29 18 28 17 50 14 40 29 43 97 134 30 61 68 18 62 28 38 73 55 29 24 26 20 30 28 1431
internal_value=-5.5397e-05 -0.000525681 -2.98633e-05 0.000546708 0.0116809 0.0010673 0.0297496 -0.0207893 -0.000483014 -0.0207318 0.00283289 0.000486131 -0.0119101 -0.00217646 0.0106401 0.0309779 0.00202144 0.00116793 0.000490534 0.0013129 -0.00882234 -0.018909 0.00447318 -0.0405779 -0.0163548 0.00364933 0.00212244 0.00437089 -0.0261313 0.00178922
internal_weight=0.0807156 0.0783334 0.0770734 0.0753496 0.00637862 0.00501936 0.00217073 0.00284864 0.068971 0.0031503 0.00213543 0.0658207 0.0072537 0.00610791 0.00424632 0.0024921 0.058567 0.0572618 0.0560688 0.0543148 0.0101753 0.00785808 0.00377962 0.00407846 0.00261247 0.0441395 0.0422911 0.0391737 0.00311746 0.0368023
internal_count=2900 2833 2697 2574 142 124 45 79 2432 83 69 2349 365 322 188 91 1984 1916 1898 1836 247 209 152 57 79 1589 1563 1515 48 1485
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=19 10 10 3 3 3 13 13 15 3 5 5 4 2 12 18 13 4 19 8 6 10 10 13 3 0 5 5 9 9
split_gain=5.89198e-05 0.000381628 0.000671244 0.000398203 0.000495355 0.000452726 0.000432648 0.000416834 0.00032931 0.000263089 0.000695552 0.000506086 0.000349483 0.00021685 0.00024447 0.000496408 0.000447175 0.000275433 0.000274849 0.000234639 0.000201039 0.000432922 0.00038588 0.000725776 0.000565904 0.000430312 0.00020123 0.000314023 0.000368783 0.000625895
threshold=12.651020723000002 72.496961945650014 75.28220456885002 84.146051024900018 85.54673771085001 84.968719212850019 107.97116697695002 108.61908538635001 23.900317844600004 86.302194445500007 18.991228132500002 18.152162791050003 176.61467958305005 76.773444779000016 207.71672397260002 15.974481919500002 104.02719889955002 264.30477453730003 11.750948102400001 1.3489472949000001 14.815346158200002 68.321786469100019 66.318885161900013 113.85351336640001 88.918064206450012 89.738043936200015 20.206488238950005 21.042547594650003 198.78883073475004 190.24759545780003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 3 -3 6 5 7 -2 -5 -4 10 12 -11 -6 -1 15 16 18 -17 -15 -16 -13 22 23 -22 -24 26 -25 28 29 -28
right_child=1 2 8 4 9 -7 -8 -9 -10 11 -12 20 -14 14 19 17 -18 -19 -20 -21 21 -23 24 25 -26 -27 27 -29 -30 -31
leaf_value=0.041731881409006272 0.060135603100318097 -0.10000961828973121 -0.035872240854730182 -0.055381770071188934 0.014137654647303348 -0.084220643928448025 -0.0094078864110782728 0.033334513027760769 0.023112845223555667 -0.04929758666053119 -0.042802723439279738 0.032410848272353736 0.089057925889556397 -0.028759786455283421 -0.02928660994411731 0.031976590584725156 0.0053022927826913337 -0.025559455719302817 -0.10000807364221907 0.020574860454261004 -0.075182075637090354 -0.058134162562784808 -0.0028398733602719647 0.026735942037446222 0.084790748535098992 0.049537380696690038 -0.054117016665616219 0.00085697130454539118 -0.070547565736828119 0.036819013684386954
leaf_weight=0.0014811557428361906 0.0022422359984206599 0.0010310987880123293 0.0020838351454436632 0.0010250652964221537 0.001126758998452714 0.0013154294133142595 0.0014884209444963048 0.0010957293390563283 0.0017341818672371723 0.0020635768733109202 0.0010067588429252261 0.001990788410939851 0.0013915996008624365 0.0010197340561719252 0.0010924898987250409 0.002616328227870994 0.0014371334837460087 0.001219998534561284 0.0011543349308892337 0.0069333532562407749 0.0012762009471628108 0.0012479390924085001 0.0016494809238114519 0.0024606198210976862 0.0013320626721906592 0.0017765565169156608 0.0014996394966146935 0.029312332176909341 0.0013829425971046971 0.0015281640062312363
leaf_count=53 45 64 151 47 14 72 35 31 89 40 31 44 28 119 206 163 101 141 71 349 63 16 41 33 26 24 22 734 26 21
internal_value=-5.49524e-05 -0.00146198 -0.0284154 0.000783255 -0.00138102 -0.0381322 0.0323898 -0.00954563 -0.00908062 0.00109296 0.0274518 -0.000862374 0.0555372 0.00517841 0.00167941 -0.011369 -0.0379791 0.0136794 -0.0665895 0.0137876 0.00133642 -8.68276e-05 0.00162902 -0.00100642 0.0363108 0.00148732 -0.000871855 -0.00288627 -0.0277626 -0.00822065
internal_weight=0.0800159 0.0630614 0.00484912 0.0582123 0.0544816 0.00343622 0.00373066 0.00212079 0.00381802 0.0510454 0.00352512 0.0475203 0.00251836 0.0169545 0.0154734 0.00744753 0.0036112 0.00383633 0.00217407 0.00802584 0.0454567 0.0434659 0.042218 0.0392365 0.00298154 0.0379603 0.0361837 0.0337231 0.00441075 0.0030278
internal_count=2900 1697 304 1393 1313 150 80 78 240 1163 73 1090 42 1203 1150 595 291 304 190 555 1050 1006 990 923 67 860 836 803 69 43
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=17 7 13 0 7 16 0 6 6 6 9 5 0 13 13 3 14 0 15 9 5 16 17 5 10 16 3 16 13 5
split_gain=6.05409e-05 8.5953e-05 0.000466837 0.000231011 0.000180175 0.000201994 0.000257549 0.000216617 0.000311654 0.000302448 0.000277527 0.000245126 0.000224628 0.000200521 0.000238531 0.000195011 0.000432672 0.000495455 0.000527324 0.000490816 0.000297102 0.000284931 0.000674754 0.000448482 0.000386748 0.00083755 0.000774319 0.000310769 0.000262681 0.000395722
threshold=242.64190980425005 26.752366550650006 81.98184222990001 102.21786657775002 26.452067539250002 11.934972090850001 105.70748523110002 10.715250360100002 12.26528657645 13.075305502400001 48.745053608200003 15.299679811400003 100.67200315280002 104.02719889955002 104.19119484555002 85.54673771085001 245.89181903565003 96.055920542800024 29.049007317550004 201.11092673680002 17.671168838450004 19.214955067100004 173.06150329755005 19.915533535850003 66.697957758300021 19.974953289850003 89.227236891450005 19.774953757550005 113.92610173585001 19.500380888400006
decision_type=2 2 2 2 2 2 2 2 2 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 12 -10 -7 -11 -9 -13 -15 16 17 18 20 -19 -16 22 -17 -24 26 27 -23 -26 -28 -30
right_child=-2 2 3 -5 -6 6 -8 8 9 11 -12 13 -14 14 15 21 -18 19 -20 -21 -22 24 23 -25 25 -27 28 -29 29 -31
leaf_value=-0.033168644209143894 0.024283744507414509 0.031872411677064637 -0.0047405297497806103 -0.062755534296579693 0.03480863244713632 -0.0018920211624417545 0.042905244321679331 0.053934723526895968 -0.049753898906005851 0.045458549984043084 -0.061570216778412103 -0.033173346519292067 -0.0023674597339568577 0.044704158235475723 -0.036351604639557437 -0.022019884387284985 -0.060075750590390026 -0.017805482899267078 -0.081474961966954626 0.070168951817429978 0.039394371862529726 0.058382269428170236 0.086382949602553785 0.008358157533291416 -0.032137719049441821 -0.10001198127248563 -0.047817279158769516 0.032267391519722972 0.060050707348213675 -0.0013575829544040525
leaf_weight=0.0018215416808905613 0.0010082536329321093 0.0014501855497700824 0.0011970274551473814 0.0016088558096482575 0.0014927120791662354 0.0019731158356126313 0.0014075874678383107 0.0018546682691535912 0.0012254756812151218 0.001185019689424748 0.0012878615808844529 0.0018180597854580626 0.0011467708793580222 0.0011983973508904447 0.0010200363534451596 0.0019005606081906731 0.0016820023506845354 0.0011567183346414822 0.0011877313256780653 0.001403806095048421 0.0010517641735106054 0.0023266625960900447 0.0017733924879655416 0.0012601641209348466 0.0015617521391400038 0.0012024438025832751 0.0011637466218417094 0.0014399853789655026 0.0010808988781718645 0.03599818410510712
leaf_count=243 55 206 53 250 64 162 47 67 67 19 70 76 51 21 31 210 100 18 61 26 16 44 31 57 33 37 16 12 14 743
internal_value=-6.32995e-05 -0.000378514 -0.0141958 -0.0380056 0.000420269 -0.000291406 0.000560393 -0.000304698 0.000945084 -0.000563286 -0.0254608 0.000418323 0.0324231 -0.000467893 0.000550121 -0.000374791 -0.0154033 -0.00249294 -0.0283528 0.0304265 0.00210138 0.00189336 0.0247001 0.0539708 -0.000619974 -0.029491 0.0023719 -0.00124147 -0.00103572 0.000432541
internal_weight=0.0788854 0.0778771 0.00425607 0.00280588 0.0736211 0.0721283 0.0703068 0.0688992 0.0656382 0.0626368 0.00326098 0.0614113 0.00300144 0.0602263 0.0584082 0.0572098 0.00750206 0.00582006 0.00325953 0.00256052 0.0020718 0.0497078 0.00493412 0.00303356 0.0447737 0.00420418 0.0405695 0.00300174 0.0382428 0.0370791
internal_count=2900 2845 509 303 2336 2272 2029 1982 1750 1632 232 1565 118 1546 1470 1449 252 152 108 44 47 1197 298 88 899 82 817 45 773 757
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=7 7 3 9 6 15 7 6 14 2 18 9 5 0 15 5 15 13 9 17 3 16 10 10 0 17 17 12 5 5
split_gain=6.78713e-05 0.000209435 0.000191997 0.000195482 0.000175892 0.000159175 0.000150865 0.000114362 0.00011925 0.000329798 0.000290751 0.000329693 0.000263826 0.00025675 0.000247726 0.000427058 0.000291334 0.000579979 0.0005243 0.000458858 0.000443489 0.000526629 0.00111263 0.000547592 0.000588034 0.000425251 0.000556967 0.000401422 0.000313657 0.000264221
threshold=20.778835947700006 21.725272673150005 103.44111502715002 66.290220196950017 18.025421161100002 21.850732508700002 19.771475517600006 16.705390318750002 315.57679249195007 203.55719022600002 13.622618370000001 38.559541491950007 22.204885925350002 104.3578792496 43.758818131150008 22.963361893800002 34.279674133750014 115.02030419500001 198.78883073475004 188.16174763880002 89.324021384150015 20.394952307700002 68.214248143850014 70.026268923800004 93.442739239950015 190.02287710315002 193.92177542215003 177.99439387375003 21.893521430150003 15.299679811400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 7 -1 -7 8 9 13 -10 -12 -11 14 15 16 17 20 19 -18 21 22 -3 24 -24 -21 -27 -28 -20 -25
right_child=1 4 3 -5 -6 6 -8 -9 10 12 11 -13 -14 -15 -16 -17 18 -19 28 25 -22 -23 23 29 -26 26 27 -29 -30 -31
leaf_value=-0.00053393702624712834 -0.031298813863192346 -0.090136413675204752 0.01636993357480063 -0.038042247236419011 0.038297511247358529 0.065476349506218473 0.013111688693283496 -0.028601858547276166 -0.057566447839837637 0.050213617546525896 -0.056634772534330524 0.0015626647424796043 -0.0027671082723132144 -0.044376639074814844 -0.034881032766729582 0.041157256244729122 -0.027621468620068423 0.057930187530786298 -0.056232318962371644 0.048399341520504333 -0.04976308659619133 0.059868395440418755 0.0032163277720812181 0.016021225524560159 0.089361010955236256 -0.030004889375309807 -0.0074349118264571594 0.060382591612691522 -0.0077978546305802095 -0.0099484820750327316
leaf_weight=0.0015170596413771487 0.0022024715699558847 0.0012416383639823952 0.0013219473163257334 0.0013190873637967922 0.0011802986386522099 0.0012019140997534539 0.0010146576230395388 0.0014318312923523582 0.0011180171195379679 0.0024322950830209513 0.001077755935076947 0.0100555740653321 0.001531840948943354 0.0012829822567221724 0.0018579981027906844 0.0026745535189313099 0.0038631767919241619 0.0020463438479509924 0.0031350612370915068 0.0025253416426949116 0.001522334518385903 0.0016798704243967668 0.0016132356832736497 0.0064106398854014137 0.001557356925802722 0.0031871546429442787 0.0016803003609311418 0.0018162059691348986 0.0023313029507887606 0.010074591462121127
leaf_count=81 144 28 35 203 51 24 53 33 59 65 212 446 48 290 85 36 57 29 61 32 39 37 22 293 18 40 23 27 32 297
internal_value=-5.93183e-05 -0.000940458 0.00982796 -0.0108067 2.39964e-05 0.0244242 0.0415059 -0.000638893 -3.87593e-05 0.00196642 -0.00895291 -0.00407111 0.0297405 -0.000213785 0.000937444 0.00234268 1.94672e-05 0.00681857 -0.00956971 0.00130524 0.0024786 0.00600113 0.00167093 0.00747031 0.0455296 0.01344 0.000231028 0.0277918 -0.0355759 0.000150402
internal_weight=0.0779048 0.0715302 0.00637467 0.00264103 0.0693277 0.00373363 0.00221657 0.0681474 0.0667156 0.0544642 0.0122513 0.0111333 0.00396414 0.0505001 0.0492171 0.0473591 0.0446846 0.026146 0.0185385 0.0130722 0.0240997 0.0225773 0.0208975 0.0196558 0.00317059 0.009209 0.00668366 0.00349651 0.00546636 0.0164852
internal_count=2900 2504 396 238 2360 158 77 2309 2276 1559 717 658 113 1446 1156 1071 1035 763 272 179 734 695 658 630 40 122 90 50 93 590
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=5 5 3 6 9 16 19 10 6 17 6 8 16 10 15 13 15 16 18 15 15 16 16 13 0 8 10 7 3 10
split_gain=6.21655e-05 0.000198331 0.000107096 0.00018023 0.000168424 0.000245573 0.000318422 0.000170771 0.000169364 0.000407259 0.0003716 0.000277024 0.000507392 9.79506e-05 0.00029568 0.000390238 0.000206198 0.000380009 0.000359746 0.000227347 0.000431067 0.000281574 0.000165225 0.00016431 0.000162861 0.000496191 0.000477831 0.000600138 0.000356687 0.000344752
threshold=2.7861270712500006 7.7286379265000011 70.077349628250019 6.9451622726000011 52.394053035900008 12.644970430600003 11.850956171350001 80.468240302450013 13.565316951450002 199.41622983390002 13.775321858200002 7.6440346712000009 17.654958715000003 76.763544998700013 23.516184833950003 104.51649827935002 28.566186095050004 18.684956306450005 14.255915995100002 27.008040895250005 25.918792046100005 18.744956166100003 18.984955604900005 109.57886493895002 87.181320254150009 8.1436447804000007 66.697957758300021 22.940014114900002 92.751805500450018 66.318885161900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 7 -7 9 -8 -10 -11 -13 14 15 -12 19 18 -18 20 -16 -21 -19 -24 28 -26 27 -27 -25 -29
right_child=1 2 3 4 5 6 8 -9 10 11 13 12 -14 -15 16 -17 17 22 -20 21 -22 -23 23 24 25 26 -28 29 -30 -31
leaf_value=0.021513997648212657 -0.033841962476876646 0.029389992871817913 -0.036338020992832759 0.030196818109604614 -0.035848698207009672 0.013374088380066132 -0.057096973349308071 0.0655975089279658 0.047919251455945819 0.037733512678888165 -0.076621063330429243 -0.057406845709260135 0.026831876203556218 0.029716539082137672 0.027858651948972014 -0.0012577585339327837 0.0047211649580872813 0.038988067925045035 -0.074186491783564151 0.062731990335781432 -0.042877869017769868 0.0066860590175172726 -0.036708527272473555 -0.053641398774438659 0.053387492742437495 -0.035624841839150087 -0.046417627013178218 0.011949319327989137 -0.0015696270625964596 0.064384047128971111
leaf_weight=0.0013142080646306722 0.0017351195362741286 0.0012494587196887888 0.0013497589333495838 0.0018657868678850905 0.0018851001755340732 0.0014946707869274564 0.001758229183839089 0.0010775884657689971 0.0016411854193743016 0.0013406614025086583 0.0011705756140567743 0.0015031408513874744 0.0013637314854975102 0.0010640557851502299 0.0020865584857581157 0.0016634914681838654 0.0010032507867496691 0.0010835321622090352 0.0013623582270962174 0.0017695727013880072 0.0014673441354119965 0.001816667845102593 0.001221067469576737 0.0013900871182174193 0.0021322529854614905 0.0024133239148795846 0.0018046145712311565 0.0078730756779350486 0.024508924951739723 0.0014914549155946597
leaf_count=181 336 104 91 48 260 55 105 24 52 44 35 93 47 26 106 119 34 39 93 49 49 44 49 25 28 27 46 114 545 32
internal_value=-4.85345e-05 -0.000423437 0.000361721 -0.000137847 0.000547907 -0.000249345 0.000744832 0.0352519 -0.000622213 -0.0166786 0.00100233 0.000211231 -0.0173357 -0.000340939 -0.00090944 -0.0323856 0.000760324 -0.0016798 -0.0407219 0.0165777 -0.00134722 0.034341 0.000423158 -0.000552365 0.000508561 0.00853971 0.00149926 0.00884113 -0.00436449 0.0203004
internal_weight=0.0769008 0.0755866 0.0738515 0.0726021 0.0712523 0.0693865 0.0675014 0.00257226 0.0649292 0.00596576 0.0589634 0.00420753 0.00286687 0.0573222 0.0562582 0.00283407 0.0534241 0.0462839 0.00236561 0.00714014 0.0035539 0.00358624 0.0439183 0.0428348 0.0416137 0.0157147 0.0135825 0.0117779 0.025899 0.00936453
internal_count=2900 2719 2383 2279 2188 2140 1880 79 1801 289 1512 184 140 1460 1434 154 1280 1032 127 248 155 93 905 866 817 247 219 173 570 146
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=16 10 13 10 5 5 13 15 10 10 6 6 12 14 15 3 9 18 17 8 8 0 10 16 6 6 18 2 5 4
split_gain=5.69715e-05 0.000254588 0.000244339 0.000445746 0.000203118 0.000416629 0.000193726 0.000164311 0.000161391 0.000217188 0.000158029 0.000448957 0.000326789 0.000302927 0.000328507 0.000113568 0.000332087 0.00043097 0.000508476 0.000409769 0.000287428 0.00025636 0.000269847 0.000251131 0.000133125 0.000289576 0.000370839 0.000193555 0.000647263 0.000335401
threshold=9.6249774926000011 87.33187390945001 92.692659421600013 81.524804347700012 11.848158554650002 13.361597395450001 99.962250206350021 11.325487309600001 78.962703749400006 78.220689305400015 13.665319288000001 13.775321858200002 197.02116758845003 289.52595814095008 22.200736796650002 85.622014538550019 206.50942114985003 15.287416123250003 192.00356210945003 8.3434888241000014 8.1436447804000007 93.442739239950015 69.873026810350026 17.844958270700005 14.785345457250001 15.185354803400001 14.371157440600003 103.98563613345001 20.102686929350003 182.98359720335003
decision_type=2 2 2 2 2 2 2 2 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 -4 6 -6 -1 9 10 12 -12 -7 -14 -15 16 17 18 20 -18 -13 24 -23 -22 -17 26 -26 29 -29 -27
right_child=1 -3 3 -5 5 8 -8 -9 -10 -11 11 15 13 14 -16 21 19 -19 -20 -21 23 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.0125477453114093 0.035687795670408591 -0.046101996380298937 -0.035516877958921181 -0.065439286208671468 0.070899091434239891 -0.056313535915911643 0.012186765528916843 0.038565627586204465 -0.036737289710756071 0.042670120219279371 0.058492496453371096 -0.037184461885566816 0.045389689335805034 0.017393610610297532 -0.059613219875883174 0.030975526817802409 -0.090549834169377272 0.046883285909025983 -0.063724175881377104 -0.0076029031957667139 -0.0055903226997866262 0.068737148790909627 0.0012980260694972457 0.055480686065848377 -0.061434210282723126 0.0045928985056121847 0.012397401866199465 -0.071705777536555604 -0.00021429586330666425 0.050606125883960532
leaf_weight=0.0011790971834521177 0.0018899742207083839 0.0012070780579412901 0.0015538766153496133 0.0010492215117882805 0.0011956409721456387 0.0015192323198087781 0.0010604227037678271 0.0013478590618158925 0.0012001648713386706 0.0011860427294720912 0.0013230163943944709 0.0010872086121835713 0.0010080312446041351 0.0011189192060023778 0.0010971717150931592 0.0013342059550249937 0.0010203520924669555 0.0015627222114744654 0.001432588691675285 0.0014306375696537463 0.0014030217653271393 0.0011366663229637189 0.0012412350145034612 0.0012946648939548 0.0017058157248000727 0.010901486137152024 0.0011315939692053689 0.0013280500477845783 0.027282059286323473 0.001853503166074689
leaf_count=264 107 187 160 149 31 102 37 90 54 24 33 24 35 45 72 35 63 29 65 69 24 14 37 23 41 237 19 20 784 26
internal_value=-4.79583e-05 -0.000555163 0.000204761 -0.000747046 0.000230884 0.00104951 0.0433024 0.0147157 -0.000403652 0.000273484 -0.000521999 0.000902127 -0.0180765 -5.8828e-05 -0.020732 -0.000431181 -0.0105876 0.000816097 -0.0129818 -0.0421339 0.00622429 0.00152555 0.0335348 0.0237187 -0.000145951 -0.00108532 -0.0319893 0.00103451 -0.00353285 0.0112794
internal_weight=0.0760816 0.0735546 0.0723475 0.0704576 0.0694083 0.0678545 0.00225606 0.00252696 0.0655984 0.0643982 0.0632122 0.0584688 0.00474335 0.00322412 0.00221609 0.0571458 0.0092312 0.00678021 0.00521748 0.00245099 0.0037849 0.0479146 0.0023779 0.00269769 0.0455367 0.0442025 0.00283741 0.0413651 0.0286101 0.012755
internal_count=2900 2546 2359 2252 2103 1943 68 354 1875 1821 1797 1543 254 152 117 1510 297 165 136 132 71 1213 51 47 1162 1127 60 1067 804 263
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=5 5 6 13 19 16 16 15 18 7 16 18 19 10 13 4 0 3 3 5 5 4 7 12 2 19 16 9 9 7
split_gain=5.56374e-05 0.000168898 0.000120105 0.000171527 0.000120094 0.000149055 0.000221137 0.000138228 0.000136524 0.000511818 0.000317954 0.000487495 0.000292258 0.000283275 0.000328713 0.000253155 0.000245523 0.000293838 0.000265801 0.000377439 0.000302513 0.000191699 0.000161374 0.000149504 0.000497262 0.000285462 0.000442833 0.000195687 0.000233904 0.000212288
threshold=2.7861270712500006 7.7286379265000011 5.6401317807500009 91.329611149500025 10.550851274900003 13.534968349350001 14.224966735800002 18.260101627100003 15.269763541350001 24.918974924200004 18.764956119400004 15.573070337500001 12.250988447150002 71.090898343450007 107.37432927200003 195.32149859550003 94.776214472700005 85.622014538550019 86.302194445500007 18.092020786850004 18.152162791050003 274.46551068055004 26.302865891850004 97.055914627000007 67.628418476450022 13.351077205700003 19.314954833200002 181.61255275325001 184.56123852025004 23.102607264700001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -11 -13 16 15 -15 17 -9 19 -19 -20 -14 -23 24 -22 -25 -27 -28 -29 -30
right_child=1 2 3 4 5 6 7 8 9 10 -12 12 21 14 -16 -17 -18 18 20 -21 23 22 -24 25 -26 26 27 28 29 -31
leaf_value=0.020634359631771196 -0.031780826167513453 0.029221906179723624 -0.039886824249795089 0.034080100844189276 -0.028302750817263703 0.042945008637775881 -0.036768593850891984 -0.04261900851213065 0.06736913487386742 -0.070606143063214347 0.04710643923322843 0.037592117103735743 -0.044214001911592166 0.016818609596160959 -0.067247446761934268 -0.041643928553439132 0.037529435720516174 0.063911810118142773 -0.041166209289548381 -0.011200292060053052 -0.0078913841516023743 0.034343954879443306 -0.021299957089848425 -0.038389983360499286 0.056917475135039391 0.055677734093036502 -0.031598821281541817 0.039859384807985246 -0.011599817227261951 0.0050782834562932049
leaf_weight=0.0012782905594136409 0.0016770659215251662 0.0014098005512282177 0.0010754721165272532 0.0010401984348856743 0.0018311226873328331 0.0012118387231648117 0.0010157284384028067 0.001612547514681934 0.0014028813057436196 0.0010327108910009875 0.0012649507580704267 0.0017677299500178378 0.0012226175137414197 0.0017664561603965004 0.0013330277750517872 0.0012755031339661826 0.0017453377958156205 0.0015333763009266468 0.0018042712482321246 0.0011867908453255804 0.0030996781921714947 0.0010107594738197889 0.0010760574237254072 0.0019885958215582955 0.0019155274193584648 0.0013995734785807795 0.0020581872545844529 0.001421796066757657 0.012726010687537197 0.019065802247272279
leaf_count=181 336 74 174 64 176 57 48 70 28 50 31 34 74 44 81 54 33 26 39 34 60 37 69 168 48 53 81 25 277 374
internal_value=-5.02842e-05 -0.000407733 0.000320052 -0.000254768 0.0003558 -0.000154314 0.000615703 -0.000164754 0.000409801 0.0120045 0.00147271 -0.00797501 0.00476435 -0.0014098 -0.0258402 -0.00769492 0.000663274 -0.000628457 0.000776363 0.0311409 -0.00103977 -0.0127706 0.00565143 0.000617901 0.016862 -0.00148938 0.000511649 -0.00167732 0.000176857 -0.00159783
internal_weight=0.0752497 0.0739714 0.0722944 0.0708845 0.0698091 0.0687689 0.0669378 0.0657259 0.0647102 0.00877771 0.00737483 0.00610988 0.00507716 0.0559325 0.00437499 0.00304196 0.0515575 0.0498122 0.0481996 0.00272017 0.0454794 0.00330943 0.00208682 0.0436752 0.00501521 0.03866 0.0366714 0.0352718 0.0332136 0.0317918
internal_count=2900 2719 2383 2309 2135 2071 1895 1838 1790 323 295 264 214 1467 179 98 1288 1255 1185 60 1125 180 106 1086 108 978 810 757 676 651
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=9 19 12 5 4 5 6 15 16 0 9 8 16 19 7 16 9 3 7 16 7 19 19 18 15 17 17 8 15 6
split_gain=5.9396e-05 0.000309062 0.00034653 0.000484621 0.000482137 0.000464179 0.000421668 0.000273869 0.000204592 0.000199832 0.000186593 0.000369471 0.000304474 0.000329108 0.000201803 0.000424143 0.000160663 0.000260055 0.000551119 0.000631326 0.000673386 0.000556784 0.000342991 0.000323419 0.000232061 0.000213176 0.000361451 0.000170425 0.000408041 0.000206684
threshold=187.70546222865002 14.451165964200003 150.89336347300005 20.102686929350003 239.70509694970005 22.204885925350002 11.495268585100002 37.261389050600009 19.304954856600002 102.84427732220001 62.308883479750001 3.5472317755000007 14.224966735800002 11.750948102400001 24.005763052250003 11.934972090850001 195.74493321760002 89.896662965950014 22.535351262400003 22.494947397000004 22.708075280250004 14.351157895250003 12.851036860900001 13.3584252364 37.261389050600009 193.92177542215003 199.30127897920002 7.943800736700001 25.706584583850006 14.835346625500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -5 -1 -3 10 16 12 -12 13 14 15 -6 17 22 24 -20 -21 -22 -2 -23 -19 -24 -27 28 -18 -29
right_child=9 7 4 5 8 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 27 18 19 20 21 23 25 -25 -26 26 -28 29 -30 -31
leaf_value=-0.030177989312750442 0.013777001863650646 0.074637601530022246 0.06917745936341646 -0.075009921763371665 -0.025802647289701632 -0.001354878535418487 0.05180140187816909 0.0077774530346593797 -0.038044006754909813 -0.04107957464302938 0.062876679374619479 -0.008124027591363962 -0.037123886701797844 0.061844063535440121 -0.02646283804137748 0.065483521388099528 -0.006914623353737142 -0.0074100928543611765 0.082745397008783084 0.06377383470053552 -0.077039790113147877 0.033626767236452922 -0.08166687477291798 -0.02744302103737874 -0.06948618079136866 0.0026687730526340483 -0.073851660676003503 -0.010308727905949864 0.071716551349880128 0.0059810107612457749
leaf_weight=0.0011684663313036021 0.0014063852148518104 0.001107547997889923 0.0012294415191976835 0.0020095364747277425 0.0010257410146330415 0.0014900502574286714 0.0013550240748468889 0.001371038036017791 0.0010883161262391786 0.0012633450719263728 0.0015226483789709808 0.0014131114572735438 0.0017675088076544859 0.0010197048848707979 0.0018003531311178711 0.0010103014825304513 0.0015387390787280414 0.0011073655527980019 0.0011251011510466924 0.0013300715624720016 0.0011568744228344268 0.0017332715554058617 0.0010784705567807862 0.0017354749296800039 0.0013201574121546615 0.0015085636817389059 0.0010448446596544869 0.011498061132851366 0.0011555709074428933 0.024145388607035648
leaf_count=117 43 15 54 34 69 170 35 33 49 231 77 152 140 60 284 27 64 18 11 27 41 35 27 40 27 25 33 423 27 512
internal_value=-4.29306e-05 0.00455883 -2.3713e-05 -0.0195621 0.00988449 -0.0436492 0.013842 0.0376537 0.00303819 -0.00177483 0.00771532 0.0287009 -0.00158604 0.0113489 -0.00207257 0.0194943 -0.000835885 -0.00978391 -5.10491e-05 0.0140455 0.00106722 -0.0169637 -0.028152 0.00307248 -0.0411689 -0.0443883 -0.0286431 0.00255928 0.0268097 0.000726177
internal_weight=0.0745265 0.0203788 0.0179002 0.00602308 0.0118771 0.00349959 0.00252349 0.00247859 0.0106477 0.0541477 0.00955937 0.00293576 0.00662361 0.0048561 0.0038364 0.00203604 0.0528843 0.0145466 0.00950832 0.00708079 0.00595569 0.00462562 0.00503826 0.00346875 0.00242752 0.00363188 0.00255341 0.0383378 0.00269431 0.0356434
internal_count=2900 1316 1268 356 912 204 152 48 858 1584 809 229 580 440 380 96 1353 327 199 154 143 116 128 75 45 85 58 1026 91 935
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=16 15 19 6 9 16 19 18 6 6 17 19 2 19 12 5 4 17 16 15 15 13 2 6 14 18 19 9 9 4
split_gain=5.68419e-05 0.000223916 0.000137725 0.000114038 0.000161304 0.000167001 0.000243307 0.000166655 0.000122164 0.000325049 0.000317125 0.000201008 0.000447365 0.000164732 0.000110173 0.000409957 0.000314598 0.000244612 0.000238722 0.000129954 0.000292559 0.000269149 0.000256637 0.000609189 0.000503922 0.000333758 0.00017695 0.000358372 0.000831932 0.000197083
threshold=9.6249774926000011 14.840977869100001 10.250827068050002 5.0951190466500007 52.394053035900008 13.534968349350001 11.850956171350001 13.919698996450002 13.665319288000001 13.775321858200002 199.41622983390002 13.351077205700003 187.03662689815005 12.751028791950002 247.85609524425004 21.377246852200006 301.91036987065007 203.08534335880003 22.564947233300003 43.758818131150008 43.132842597400007 117.67112391160002 189.32640726775003 16.455384477450004 273.92331737140006 14.092183088000002 14.551174033150001 190.77452831370002 201.2906445504 141.65724256140001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 -5 10 -10 -8 13 -13 -12 16 -16 19 18 -17 20 22 -21 24 25 26 -24 29 -28 -29 -11
right_child=1 3 -4 4 5 6 8 -9 9 14 11 12 -14 -15 15 17 -18 -19 -20 21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.01220594371603006 -0.046928748619983265 -0.026674079710730381 0.035491629638633747 -0.0039364400775169948 -0.033229505612944306 0.036404597922371544 -0.050024758862431698 0.045089722009429282 0.050473968854358855 0.036886215994387843 0.0063867841857365897 0.068833200963308541 -0.02454433026269752 -0.048888108558884383 -0.059846204894102306 -0.050852234908506856 0.046540005281392634 0.031308993751840812 0.0024683418448587366 -0.047461957261348456 0.0521745477760465 0.013037501819204681 0.091537145587984883 -0.024479653871959807 -0.069377851235440602 0.016817023879919096 0.022558665296925087 -0.086105771058094957 0.0140687214873505 0.00041029007082847352
leaf_weight=0.0010658453048230229 0.0010262014102151292 0.0015528054557911028 0.0014012133217891076 0.0012125153707085437 0.001502706220505092 0.0018329653209376842 0.0017451039574423862 0.00161942194006226 0.0012912125398543131 0.0015556754971441959 0.001102759203692294 0.0010469464591835731 0.001006147927995471 0.0010549646138707791 0.0014255614433082969 0.0012011697310490314 0.0014986128294343917 0.0017446647460235276 0.0027898852028136589 0.001634536957247335 0.0011047407377873233 0.0013366931919183145 0.0012546186841291265 0.001552291182885801 0.0010929295673147701 0.0011418864629888503 0.0014763211784156729 0.0016799040042769775 0.0016367999314126358 0.030974334438807764
leaf_count=259 165 256 95 39 179 55 114 49 33 24 56 27 52 72 59 68 33 49 97 89 15 27 21 53 28 28 19 31 39 769
internal_value=-3.75332e-05 -0.000555356 0.0148848 0.000123817 0.000731154 -0.00027634 0.000495214 0.0240988 -0.000560488 0.000878069 -0.014181 0.000673814 0.0230722 -0.0206385 -0.000284147 -0.0118535 0.00144411 7.46066e-05 -0.0135793 -1.11026e-05 0.00137189 -0.0202445 4.71199e-05 0.0243233 -0.00244824 0.0559345 -0.000488344 -0.0184263 -0.0366695 0.00215467
internal_weight=0.0735614 0.0710944 0.00246706 0.0700682 0.0685154 0.0656834 0.0641807 0.00283194 0.0623478 0.0563918 0.00595592 0.00421082 0.00205309 0.00215772 0.0551006 0.00716128 0.0479393 0.00573572 0.00399105 0.0464407 0.0434695 0.00297123 0.0423648 0.0039488 0.038416 0.00239651 0.037323 0.00479303 0.0033167 0.03253
internal_count=2900 2546 354 2381 2125 2037 1858 88 1803 1482 321 207 79 128 1449 273 1176 214 165 1143 1027 116 1012 102 910 49 882 89 70 793
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=7 5 3 16 15 17 5 0 3 10 8 7 3 0 3 14 18 2 7 5 8 9 7 7 18 18 6 7 7 6
split_gain=5.57483e-05 0.000206256 0.000190075 0.000231787 0.000171672 0.0001857 0.000144783 0.000112813 0.000262729 0.000201066 0.000132134 0.000181315 0.000458836 0.000211609 0.000362107 0.000163667 0.000344099 0.00029618 0.000311312 0.000482067 0.000227632 0.000229891 0.000222601 0.000309144 0.000211879 0.000446299 0.000328631 0.000434998 0.000339308 0.000397258
threshold=20.778835947700006 20.884258922850005 94.92945658615001 22.764946765650006 20.742056627150003 171.14418113535001 29.040033326300005 85.716110573100011 94.319176590550015 61.960894532450006 9.3427090425500019 22.087764922150004 86.011840967450013 85.807518149550006 93.620177476600006 315.57679249195007 13.919698996450002 203.55719022600002 22.689595575850003 20.410615048800004 8.543332867800002 207.37918994975004 22.747724408400003 22.862300195000003 13.373311100250001 13.482409244300003 16.565387047600002 23.345877066950003 23.477153707700001 16.405383309150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 8 9 -2 11 12 -9 -13 15 17 -17 18 19 -15 21 -18 -20 -24 -25 -26 27 -27 -29 -30
right_child=2 4 -4 -5 5 -7 -8 10 -10 -11 -12 13 -14 14 -16 16 20 -19 22 -21 -22 -23 23 24 25 26 -28 28 29 -31
leaf_value=0.048045000420668948 -0.068458627262142038 -0.032608025936340067 -0.036088188697054498 0.045813885044956322 -0.025901277444938076 0.046402848999379513 0.020794824364021386 0.018140954732757453 0.024751931339072383 -0.012383441499887137 0.033819113705664372 0.028978909394359622 -0.075572808357669025 0.077988277127624017 -0.049084219752796601 -0.052260426383195571 0.0012019978375518593 0.031392760330537464 -0.042874260004269665 -0.0012214299632416208 0.041292813893775024 -0.03832236553624567 0.04796133653800206 -0.026508815969405353 0.046607224824685295 -0.051204042404038669 0.044357793912465193 0.048275827828466428 -0.0010062793470493551 -0.054792785673053936
leaf_weight=0.0011130020592715478 0.0010485778243032467 0.001194684255794911 0.001497922399934625 0.0010831632298504692 0.0013619386896360219 0.0010579300454548078 0.0012956439927711422 0.0010305163520525342 0.0010487520740738859 0.001638786576839043 0.0011474537272988519 0.0025146511882105918 0.001059718895404016 0.0012929630342400902 0.0015035837912056238 0.0016578331196778909 0.0060403564622353032 0.0034847884524570041 0.001266501759781046 0.0018935887352071745 0.0010408185158310443 0.00194561312009811 0.0012838637077852147 0.0032003251110097599 0.0019668519372544315 0.0019047499639185386 0.0014115980188762469 0.0012921912954286787 0.022046349198772547 0.0014643859029774822
leaf_count=43 42 94 103 18 105 64 90 65 20 84 22 36 47 44 57 51 425 87 21 30 30 155 26 42 26 47 20 27 955 24
internal_value=-3.68452e-05 0.00917712 -0.000868071 -5.9757e-05 0.000366871 0.0109696 -0.00313566 -0.000833906 -0.0176974 -0.0342633 0.000208363 -0.000441991 -0.0293706 0.00061493 -0.000689097 0.000678873 -0.0103851 0.00345985 0.000965441 0.0309184 -0.00269439 -0.00842728 -0.00169793 -0.000189411 -0.00204659 0.000555506 -0.00266566 -0.00515102 -0.00161436 -0.00435642
internal_weight=0.0727891 0.0060232 0.0667659 0.065268 0.0049102 0.00371551 0.00265758 0.0641848 0.00373612 0.00268736 0.0604487 0.0593012 0.00209024 0.057211 0.0546964 0.0531928 0.0106846 0.0425082 0.0390234 0.00318655 0.00902679 0.00798597 0.0358368 0.0345703 0.0332865 0.0300861 0.0281193 0.0267077 0.0248029 0.0235107
internal_count=2900 396 2504 2401 353 259 195 2383 146 126 2237 2215 112 2103 2067 2010 661 1349 1262 74 610 580 1188 1167 1141 1099 1073 1053 1006 979
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=5 9 8 13 10 0 18 6 16 6 0 8 5 3 10 0 16 7 6 5 13 13 19 10 13 7 0 9 5 5
split_gain=5.05031e-05 0.000182693 0.00011682 0.00031963 0.00025428 0.000345702 0.000250013 0.000242077 0.000171939 0.000271096 0.000375486 0.000319914 0.000284245 0.000154608 0.000128245 0.000336996 0.000479486 0.000547211 0.000343378 0.000273302 0.000159063 0.000158084 0.000565038 0.000531283 0.000385048 0.000262294 0.0002499 0.000226636 0.000214838 0.000286032
threshold=2.7861270712500006 38.136666659400014 2.5480115570500002 95.870416931800023 84.600400448950026 95.897301513100004 17.327266398450003 10.715250360100002 13.894967507500002 12.26528657645 98.615332683000005 7.7439566930000003 16.222050829800004 81.70761950055001 70.182199495350019 96.055920542800024 18.324957148300005 24.176224535650004 14.815346158200002 17.671168838450004 109.44175357430002 112.82921081865001 13.851117550450002 66.318885161900013 113.92610173585001 24.390191290350007 89.738043936200015 196.98862600660001 20.206488238950005 21.042547594650003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 -9 11 12 -10 13 -11 19 18 17 -17 -16 -14 -21 22 25 24 -23 27 28 -22 -26 -30
right_child=1 2 3 6 -6 -7 -8 8 9 10 -12 -13 14 -15 15 16 -18 -19 -20 20 21 23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.019909193007478929 -0.033311473445254806 0.035571665924593251 -0.049548323808801323 -0.048549534934598487 0.050833529123833321 -0.040659139512100789 0.040471357924783527 -0.034248656416293315 0.072465496033554608 0.012231367822263563 -0.052217817501242991 -0.0046746248580152401 0.044538260952709074 0.064275876265334556 -0.063069708458551726 0.039801565463185355 0.058486653198460782 -0.048733475808842408 0.0028371993646430439 0.031155712364660217 -0.0071186048678626495 -0.054315749111903899 -0.068315613849136064 0.061250576445015782 0.027741551289127808 -0.029714104383712997 0.037285888649754531 0.057018982441231304 -0.028028664385756404 0.00038944782507815512
leaf_weight=0.0012476548562831138 0.0016460959958341783 0.0011887643731167677 0.0013070777546776149 0.0010341753583369339 0.0014252887085357824 0.0011908224036751847 0.0015204024463830726 0.0014125336320203524 0.0011330976615795399 0.0012857053547392768 0.0013576555866312559 0.0010229894210860291 0.0014293158303644226 0.0010265293067277526 0.0019675606998561931 0.0011156938053318299 0.0012358571700641363 0.0018652042633346966 0.0013214363352446745 0.0015939112713004569 0.0010785841160527087 0.0013118502341302315 0.0015338882945670207 0.0014186189594624912 0.0024054237917772161 0.0013991122728380656 0.0017878820029864064 0.0011261976055720879 0.004063434963231363 0.027590091617663483
leaf_count=181 247 73 285 73 70 79 54 125 27 22 85 52 20 22 156 12 24 70 39 78 44 44 46 33 38 35 34 18 71 743
internal_value=-3.50812e-05 -0.000386568 0.00039721 -0.000594609 0.0174305 -0.0025767 0.000404598 -0.000569823 0.000237226 0.00104815 -0.000248054 0.0358652 0.000999501 0.0353368 -0.000464179 -0.0125976 0.00611599 -0.0155965 -0.03659 0.00148434 0.000126167 -0.00100521 -0.0174833 0.00118936 -0.00110362 0.00415197 0.000843734 0.0256427 -0.00106925 -0.00325865
internal_weight=0.0720429 0.0707952 0.0691491 0.0653442 0.00380488 0.00237959 0.0640372 0.0625167 0.0614826 0.06007 0.057914 0.00215609 0.0565563 0.00231223 0.0542441 0.00750575 0.00421676 0.0029809 0.003289 0.0467383 0.045309 0.0437151 0.00513778 0.0385773 0.0371587 0.00360389 0.0358468 0.00220478 0.034059 0.0316535
internal_count=2900 2719 2472 2250 222 152 1965 1911 1838 1713 1634 79 1549 44 1505 301 106 82 195 1204 1184 1106 143 963 930 97 886 62 852 814
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=9 19 12 5 5 4 6 15 15 19 16 16 16 5 16 16 18 3 17 16 19 16 3 10 0 9 5 8 16 16
split_gain=4.99337e-05 0.000274034 0.000292174 0.00039491 0.000399197 0.000378834 0.000330095 0.00024943 0.000160578 0.000165998 0.000529919 0.000379953 0.000328398 0.000420021 0.000308704 0.000322782 0.000300677 0.000448009 0.000369837 0.000305914 0.000558364 0.00028825 0.000375783 0.000699943 0.000307433 0.000254688 0.00028367 0.000173408 0.000278097 0.000653299
threshold=187.70546222865002 14.451165964200003 150.89336347300005 20.102686929350003 22.204885925350002 239.70509694970005 11.495268585100002 37.261389050600009 16.629348623500004 12.651020723000002 17.844958270700005 15.644963415300001 15.444963882950001 16.222050829800004 18.094957686100003 18.594956516900002 15.042884401850001 85.436510927550003 206.41783130310003 19.214955067100004 13.751109481500002 19.974953289850003 88.727183679150016 66.318885161900013 89.872466842800023 210.70699256735003 14.232256078500003 8.3434888241000014 22.614947116400003 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=1 2 3 6 -5 -4 -1 -3 -2 12 11 -11 13 25 -12 -16 17 -17 -18 -19 -21 -22 -23 24 27 26 -10 28 29 -24
right_child=8 7 5 4 -6 -7 -8 -9 9 10 14 -13 -14 -15 15 16 18 19 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.027069645034094827 -0.038205212070603137 0.072584595530333945 0.064315816708126472 -0.071657369768800966 -0.0018549727833546464 0.0030782885096052089 0.047642737727524143 0.0074021412707046949 0.072815210700120064 -0.0082059159924504858 0.051988710941145266 -0.081744919903696658 0.049938332404305542 -0.055688117058291756 -0.047425516356116686 -0.062077006292060678 0.07856969160061153 0.037025987179296664 0.00054399905098074716 -0.074108125628597518 0.043365795494596682 -0.052704918059740029 0.049904784963792595 0.079473420712033505 -0.051232390635137098 -0.021547440110483464 0.00023346682467059558 -0.0043664500562980045 0.042487251736769843 -0.04441742821384731
leaf_weight=0.0011156433988182219 0.0011744685240356453 0.0010475917242729329 0.0011215576717892315 0.0018574992747676705 0.0014658797152758212 0.010175932923134352 0.0012583933291908656 0.001335449885043638 0.0010983108776265798 0.0014056231346719619 0.0011075439187706584 0.0014046855572421024 0.0018416672185326277 0.0010451575476687625 0.0014761129935924521 0.0012033588397688524 0.0010609230251397142 0.0020956963223852645 0.0014213447208533125 0.0010505700989791302 0.0014614635720135985 0.0013999833716376022 0.0012838167390327717 0.0010763831737676801 0.001246928399496027 0.0011205649425214403 0.0010563726727539358 0.021865806780253811 0.0022460756400709374 0.0017156159947938621
leaf_count=117 178 15 54 34 170 858 35 33 41 47 29 130 49 45 119 58 21 39 43 29 17 41 15 29 23 48 43 446 55 39
internal_value=-3.17579e-05 0.00429938 -0.00015364 -0.0186171 -0.0408689 0.00915764 0.0125328 0.0360565 -0.00165017 -0.000803106 -0.00293219 -0.0449632 0.0145798 -0.000492499 -0.000100362 -0.00152118 0.000210575 -0.00207092 0.0338922 -3.35567e-05 -0.00236259 -2.87581e-05 -0.00208552 0.00032206 -0.00268226 0.0171209 0.0372307 -0.000449297 0.0158793 -0.00404565
internal_weight=0.0712364 0.0193779 0.0169949 0.00569742 0.00332338 0.0112975 0.00237404 0.00238304 0.0518585 0.050684 0.0445219 0.00281031 0.00616207 0.00432041 0.0417116 0.0406041 0.039128 0.0366457 0.00248227 0.0354423 0.0333466 0.0322961 0.0308346 0.0294346 0.0283582 0.00327525 0.00215468 0.0271113 0.00524551 0.00299943
internal_count=2900 1316 1268 356 204 912 152 48 1584 1406 1180 177 226 177 1003 974 855 791 64 733 694 665 648 607 578 132 84 555 109 54
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=3 7 17 3 5 16 0 13 0 3 14 3 18 18 7 6 18 18 7 15 9 16 15 5 17 17 5 17 12 18
split_gain=5.14471e-05 0.000134886 0.000129823 0.000124696 0.000206766 0.000182027 0.00012792 0.000281062 0.000289742 0.000118338 0.000160775 0.000158395 0.00011624 0.000390794 0.000171703 0.000306219 0.000203451 0.000228753 0.000240523 0.000414278 0.000426782 0.000286399 0.000219927 0.000296613 0.000324705 0.00051797 0.000299397 0.000144531 0.000133969 0.000392186
threshold=108.3367972827 19.874819532250005 166.83257850275001 94.92945658615001 28.810677284300002 22.764946765650006 85.716110573100011 117.59047016770002 85.40693788805001 93.770731131900007 185.55247316590001 93.620177476600006 12.903279561150002 13.075178189100003 22.580174331950005 13.400313096150002 13.197799034350002 13.278511569200001 23.195026784100005 31.385732506450001 192.09062119805003 22.674946976100003 45.169600924000008 22.000536998450006 195.10209338440004 202.56512036810003 21.564786815050002 183.74297291365002 252.77140434755003 15.064837217800003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -9 11 -11 12 -8 -14 15 27 -16 -18 19 -19 -21 22 23 26 -25 -26 28 -15 -20 -30
right_child=-2 3 -4 4 -6 -7 9 8 -10 10 -12 -13 13 14 16 -17 17 18 21 20 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0050118247551616049 -0.019295221904390199 -0.062743322418861214 0.037892909520380422 -0.052666866791205857 0.0091089174313186156 0.041563758808254754 -0.028688997994574979 0.036730248554661497 -0.029760898648990532 0.045351156015904517 -0.0010053272158117945 -0.031010176939269364 0.060714180281924761 0.025393453749590539 -0.035955360605902924 0.065430550693795844 0.03398309049342272 0.019153202031166078 0.0025471816578553665 0.0029937560335097577 -0.063611218554611576 0.053916286129942828 -0.037705960762824016 0.060010644307455542 -0.028170523929555782 0.055654923679910484 -0.051968121247530634 -0.025248712648456559 -0.067688325686327364 0.00012829197146072013
leaf_weight=0.0011540437212571577 0.0013590756383848593 0.0010346352224913551 0.0018134939104395009 0.001171930482926571 0.0010076701114062926 0.0010472918861523786 0.0013270437953023509 0.0011434920983851935 0.0015352684354274018 0.0013648164531332432 0.0016558964035899848 0.0016388919330582721 0.0010835213617379482 0.0011656035982305904 0.0016530027502877345 0.0010912411863437388 0.0018729566616570983 0.0018207346368280799 0.025960959358885101 0.0015548941391898552 0.0025231616273995172 0.0010023868354664947 0.001504489056496138 0.001676974562518042 0.0018459376813122286 0.0012272114703364423 0.0011631747202857775 0.0010910854027278219 0.0011121412949378065 0.0036561141035922617
leaf_count=52 147 75 66 144 48 18 27 27 47 16 30 58 29 78 30 24 27 65 1148 21 37 27 42 24 36 26 28 82 55 366
internal_value=-2.80868e-05 0.000351964 0.0212077 -0.000586727 -0.0241068 0.000217382 -0.000473174 -0.0184755 -0.00137758 0.000660019 0.0199394 -0.000380466 0.00054345 0.00127531 3.49275e-05 0.0219391 -0.0014748 -0.000260072 -0.00168379 -0.0205082 -0.0382159 0.00115255 -0.000233916 0.00130463 0.0246174 0.00530379 -0.00216762 0.000908499 -0.000282554 -0.0156892
internal_weight=0.0702591 0.0689001 0.00296754 0.0659325 0.0021796 0.0637529 0.0627056 0.0037134 0.00267876 0.0589922 0.00302071 0.0559715 0.0543326 0.0530056 0.0519221 0.00334793 0.0485741 0.0469211 0.0450482 0.00589879 0.00407806 0.0391494 0.038147 0.0366425 0.00475012 0.00307315 0.0318924 0.00225669 0.0307292 0.00476826
internal_count=2900 2753 118 2635 192 2443 2425 149 74 2276 46 2230 2172 2145 2116 184 1932 1902 1875 123 58 1752 1725 1683 86 62 1597 160 1569 421
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=10 13 13 13 6 9 18 6 16 6 6 6 19 19 5 16 5 5 16 2 4 7 3 16 10 3 3 2 18 16
split_gain=5.00788e-05 0.000144647 0.000231251 0.000131631 0.000244686 0.000125282 0.000104742 0.000238642 0.000191344 0.000288007 0.000372228 0.00025573 0.000190846 0.000101662 0.000422575 0.000282758 0.000283265 0.000177656 0.000193769 0.000192299 0.000181995 0.000162801 0.000244943 0.000278483 0.000564937 0.000290942 0.00022689 0.000296914 0.000198686 0.000648742
threshold=89.912793714750009 87.122174175350011 92.138837046750012 93.383593161150017 6.2951470851000009 52.394053035900008 17.327266398450003 10.715250360100002 13.534968349350001 12.26528657645 13.565316951450002 13.775321858200002 12.050972309250001 12.651020723000002 16.892865140250006 15.444963882950001 16.579584939650001 17.671168838450004 18.594956516900002 71.847610775600018 230.71750853160003 25.396105459650006 85.54673771085001 19.214955067100004 67.203387886850024 86.896343692350015 89.227236891450005 148.65120700310004 13.713893333650001 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 12 -11 -12 -10 15 -15 16 -13 19 20 -16 -19 22 -20 25 26 -24 27 -25 -28 -30
right_child=-2 2 3 4 5 6 -8 8 9 10 11 13 -14 14 17 -17 -18 18 21 -21 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=0.028606350345342903 -0.021116237086323347 -0.04802102595608454 0.033638708342260563 -0.044862927601549779 0.032959610185399744 -0.047601009264981786 0.024764693598909867 -0.037099986125130907 0.066846207850279019 -0.04269808265279177 0.043311643435766267 0.027183022275822762 0.0073378538428081541 -0.06339121902475317 -0.0045643194862553787 0.054880287860498748 -0.039707807084148158 -0.0030048419623408054 -0.044834779604630982 0.053364529131864048 -0.060214400912966093 0.034595771238252179 0.071533679320566854 -0.001283156356563332 -0.057703521148995601 -0.0029971729842524766 0.0029250118088256813 0.071692048415759158 -0.041591923111883304 0.022025365677449754
leaf_weight=0.001760649814720224 0.0011080352319079575 0.001005719012310057 0.0011630692550446122 0.001209312287188429 0.0011704067724700373 0.0010676833314083997 0.0016538550361372409 0.0013513534660545548 0.0010684349833880438 0.0020075503762790525 0.0014016147294936268 0.0013910647859063396 0.0010874291268549996 0.001068501766050999 0.0010442933010352809 0.0012441877748040589 0.0011618444603862382 0.00118232890820413 0.0012258996615512876 0.0012698711353493763 0.001049789534452147 0.0013414831946931818 0.0010985659678226503 0.0012226660866474495 0.0017032008822330793 0.001001013554306443 0.027811604674744944 0.0010249144861305126 0.0040270918986585183 0.0026629069227510627
leaf_count=106 360 126 74 164 36 88 74 150 22 109 50 21 60 43 22 60 70 111 52 30 110 36 19 31 49 41 622 23 79 62
internal_value=-2.68181e-05 0.000314426 -0.000432185 0.00029616 -0.00030462 0.000546111 -6.41114e-05 -0.000742671 9.89079e-05 0.000964176 -0.000418038 0.00115576 0.0368299 3.09744e-05 -0.00119697 0.0157911 -0.0032594 0.000197214 -0.00118186 0.0272235 -0.0299111 0.000305336 -0.000795726 0.000535589 -0.00140083 0.0359997 0.00120862 0.0319941 -0.000796883 -0.0162695
internal_weight=0.0695863 0.0684783 0.0667177 0.0657119 0.0645489 0.0633396 0.0621692 0.0605153 0.0594476 0.0580963 0.0559404 0.0539328 0.00215586 0.0525312 0.0487341 0.0037971 0.00255291 0.0476656 0.0453515 0.00231416 0.00223212 0.0431193 0.0417779 0.040552 0.0384524 0.00209958 0.0367492 0.00224758 0.0345016 0.00669
internal_count=2900 2540 2434 2308 2234 2070 2034 1960 1872 1722 1640 1531 82 1481 1330 151 91 1287 1235 52 221 1014 978 926 866 60 817 54 763 141
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=19 10 8 5 8 13 16 17 5 17 2 2 10 13 17 17 0 17 7 13 3 9 18 9 12 8 16 2 5 5
split_gain=5.17951e-05 0.000318966 0.000263024 0.000382164 0.000306056 0.000281017 0.000662793 0.000267064 0.000269088 0.000252378 0.000238941 0.000342743 0.000279911 0.000480268 0.000245863 0.000553627 0.000482158 0.000373087 0.000479499 0.000348702 0.000244542 0.000191559 0.000163634 0.000306098 0.000142892 0.000438725 0.00026076 0.000218418 0.000208573 0.000665701
threshold=14.351157895250003 65.461267018300006 8.6432548896500023 20.837651832150005 8.4434108459500017 117.41840884735002 22.624947093000003 192.49174628505003 18.725555412050003 185.26837593205002 256.81022870250007 193.30716668855004 62.837331883000012 117.47217800995001 194.94351320275004 192.15389660515004 86.280686780500005 190.02287710315002 22.446731871300006 117.75715457175001 92.913112988300014 197.89372115420002 13.583580954200002 202.37225149245003 322.29449443480007 2.8477776226000002 20.784951395750003 296.01432942755008 20.766972852450003 23.234643166550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 -4 5 24 -7 21 -9 -5 11 12 13 -2 15 16 17 18 19 -15 -12 -6 -13 -24 26 -26 27 28 -1 -30
right_child=1 -3 3 9 7 6 -8 8 -10 -11 20 22 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0010448225013108615 -0.039960842222984898 -0.044081126912896867 0.010669515123462626 -0.018768223019733334 0.013141552880706642 -0.075816301135547687 0.0099314449200824384 0.03785731820704618 -0.029059273043593854 -0.087214931154281083 0.072073255111035545 -0.054979278497388276 0.041782920162203738 -0.039306586295947049 0.042125415174782452 -0.0552691418456999 0.074432979931178742 -0.042496528769693294 0.05681550180032259 0.022789525687738912 0.0040107469871415481 0.063644506790660402 0.023811467156265795 -0.045429709692592898 0.015836273622474799 -0.066830671072960882 0.036572070720769186 0.044613292041810616 -0.086329907734307862 0.0048950142285366944
leaf_weight=0.023586464366139915 0.0020869921536304003 0.0013108829355248366 0.00152955057737758 0.001027330109867941 0.0013184556309114017 0.0016676048545646261 0.0019619967396305414 0.0010054040076499238 0.0014937598578053032 0.0011325936584249685 0.0010756492788459573 0.0011712942215965421 0.0023174506668510722 0.0016357576333714263 0.0022137328323577074 0.00130832743422546 0.0011627150997810531 0.0013421920011291721 0.0019122346930994238 0.002022418494657785 0.0010366062870725452 0.001745180455694495 0.0013135648547818457 0.0012422515112362476 0.0013758621329037495 0.0012036012324022406 0.0020112589317591292 0.0010254292382865229 0.0011827148203398274 0.0024715989722082087
leaf_count=1313 38 35 59 44 36 98 49 35 44 31 27 54 36 26 39 30 14 30 38 45 36 38 25 29 124 125 31 43 103 225
internal_value=-2.43469e-05 0.00382965 -0.00197516 -0.0275759 0.000271089 -0.00306011 -0.029465 0.0221205 -0.00213899 -0.0546594 0.0067052 0.00328281 0.00964393 0.00420119 0.0121483 0.0050763 0.0148532 0.00483175 0.0162355 -0.00497682 0.038671 0.0419102 -0.0240278 -0.00984312 -0.00014325 -0.0227369 0.0017816 -0.000693892 -0.0023994 -0.0246298
internal_weight=0.0688909 0.0231521 0.0457388 0.00368947 0.0420493 0.0364865 0.0036296 0.0055628 0.00249916 0.00215992 0.0218412 0.0197289 0.0160018 0.0136844 0.0115974 0.00938365 0.00807532 0.0069126 0.00557041 0.00365818 0.00211226 0.00306364 0.00372711 0.00255582 0.0328569 0.00257946 0.0302775 0.0282662 0.0272408 0.00365431
internal_count=2900 502 2398 134 2264 2111 147 153 79 75 467 404 296 260 222 183 153 139 109 71 63 74 108 54 1964 249 1715 1684 1641 328
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=9 19 12 4 5 13 16 0 16 9 8 16 15 12 14 15 18 18 0 0 5 16 16 15 15 16 4 16 15 15
split_gain=6.03113e-05 0.000250198 0.000211917 0.000328808 0.000304543 0.000410832 0.000286488 0.000162892 0.000152302 0.000211387 0.000296885 0.000192829 0.000150041 0.000139649 0.00019966 0.000138771 0.000165795 0.000125156 0.000210766 0.000424212 0.00030208 0.000155434 0.000428176 0.000355248 0.000258348 0.00045043 0.000350009 0.000180883 0.000170875 0.000367108
threshold=187.70546222865002 14.451165964200003 150.89336347300005 239.70509694970005 20.102686929350003 117.59047016770002 18.564956587050002 102.84427732220001 19.304954856600002 60.983947735000008 3.5472317755000007 14.274966618900002 38.198215516250009 78.909246879600019 155.96809095785002 17.382777826050003 16.433295803950003 17.108018746400003 98.615332683000005 101.23657936015002 15.299679811400003 15.474963812800002 15.689963310050002 26.744537432900007 28.566186095050004 18.684956306450005 178.77399478955002 18.984955604900005 33.005488016050009 34.279674133750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 6 -6 -1 13 9 11 -11 15 -3 -2 -15 16 -5 18 20 -20 -16 -22 -23 -24 26 -26 -25 -27 -29 -30
right_child=7 12 3 8 5 -7 -8 -9 -10 10 -12 -13 -14 14 17 -17 -18 -19 19 -21 21 22 23 24 25 27 -28 28 29 -31
leaf_value=-0.019966910565400911 -0.026489670707632682 0.059247150046424828 0.061172494293483141 0.033301374460478907 -0.065818215941422703 0.0082717504969946343 0.051292427122187227 -0.039318913327308337 -0.033696317579672987 0.057098273278246153 -0.0066229622600636395 -0.036765598812241611 0.0078296409198137535 0.039887314519923972 0.051978423841286758 -0.023945666611141173 -0.011805796528218022 0.027997396589679299 -0.070722070191828273 0.008744261633515946 -0.031359825051092617 0.06420449838139515 -0.059589169748002824 -0.00611203212363386 -0.048255729578639356 0.041565797088675804 0.07255535024122671 -0.019640853790424649 0.044915087067115958 -0.0012218087707282668
leaf_weight=0.001257284840520935 0.0020551223638847196 0.0012437439936547881 0.0010675436037943528 0.0021263774157760373 0.0018648525156300276 0.0012501374913802543 0.0010234358780962793 0.0011346293956862588 0.0010268588474149918 0.001647236366244309 0.0013147706054560358 0.0013717979921756621 0.0010438345966382601 0.0012308312636362109 0.0010837464396900023 0.0011618631952610148 0.0013211264258202321 0.0014466018071690448 0.0012792265314640608 0.0014146380570418463 0.0016735049345242897 0.0010043440822755647 0.0010399331955340185 0.0011552292149161749 0.0020223010184135448 0.0010337562587281425 0.0011080493045483308 0.0042227050555645454 0.0018553092748603275 0.024486284519728913
leaf_count=128 33 18 54 93 153 51 24 231 49 85 152 133 30 37 20 94 252 52 112 67 38 22 51 28 125 41 26 100 41 560
internal_value=-3.14917e-05 0.00479991 0.000486657 0.00842643 -0.0157551 -0.0360837 0.0120095 -0.00186814 0.00277864 0.00696671 0.0288138 -0.00385246 0.0357851 -0.000984929 0.000153138 0.00594284 0.0160157 -0.000937891 -0.00190282 -0.0289917 -0.000109206 -0.00153465 -0.000218669 -0.00197102 -0.000301205 -0.00250272 0.0324017 0.000425507 -0.000965954 0.00202774
internal_weight=0.0679671 0.0187209 0.0164333 0.0110376 0.00539571 0.00311499 0.00228072 0.0492462 0.00997003 0.00894317 0.00296201 0.00598117 0.00228758 0.0481116 0.0460565 0.00460937 0.0034475 0.0448256 0.043379 0.00269386 0.0406852 0.0396014 0.0379279 0.0369236 0.0358836 0.0336204 0.00226328 0.0315981 0.0305643 0.0263416
internal_count=2900 1316 1268 912 356 204 152 1584 858 809 237 572 48 1353 1320 439 345 1283 1231 179 1052 1032 994 972 921 867 54 742 701 601
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=9 19 6 9 4 9 9 8 15 5 0 5 15 0 15 12 14 8 13 7 15 16 12 16 13 18 7 13 2 12
split_gain=4.96723e-05 0.000207223 0.000179539 0.000215776 0.000306611 0.000207218 0.000182435 0.000163295 0.000137078 0.000137349 0.000304446 0.000268711 0.000227791 0.000239499 0.000177359 0.000159214 0.000205617 0.000250937 0.000249165 0.000498492 0.000383589 0.000210378 0.000208558 0.000372947 0.000286465 0.000285101 0.000226298 0.000209451 0.000376606 0.000399042
threshold=187.70546222865002 14.451165964200003 16.485385178400005 185.90443620030001 207.98441978950004 60.983947735000008 68.670253264700008 7.943800736700001 16.629348623500004 13.361597395450001 98.615332683000005 16.222050829800004 23.969938375100003 97.32487278035002 23.304416445750004 78.909246879600019 162.85769004780002 8.4434108459500017 108.61908538635001 25.113507579400004 28.777417478550003 18.684956306450005 114.86856072930001 19.974953289850003 113.85351336640001 14.504139642200002 22.638073512250003 117.38883580790001 132.99388411665004 200.90818438210002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 -10 11 -11 -13 15 -12 -14 17 -17 19 -18 -20 -22 26 25 -25 -24 -23 28 -26 -30
right_child=8 -3 7 -5 5 6 -8 -9 9 10 14 12 13 -15 -16 16 18 -19 20 -21 21 22 23 24 27 -27 -28 -29 29 -31
leaf_value=-0.034809096939075378 -0.036429664458015897 0.032866354808486153 -0.0017215343188804915 0.048535725620383115 -0.00079643861389799343 0.060501617164596379 0.010770107678582877 -0.046329716894279477 0.028369025662384324 0.035304899540638313 -0.062698361816253365 -0.044023798610274389 -0.031730907552386327 0.047880296313052469 -0.0097093968804002548 -0.010054051895679412 -0.076458832959262146 0.046775209142733011 0.04879788231658775 0.016771413425253037 -0.04245233443318943 0.0088656156881601889 0.072936335913455261 -0.039790000869298042 0.062477046300683181 0.0029513851979481708 -0.050913883375416039 -0.005038534116375607 -0.037371481167287363 0.02247874600496411
leaf_weight=0.0019031976029184059 0.0011102982841214434 0.0022454674136405109 0.0020025906380776578 0.0010850154565290879 0.0067149448401986819 0.001223904299379016 0.0018566003847766653 0.0013903693288391528 0.0015525772638533821 0.0020637265390845974 0.0012356325730937803 0.0012318701880908436 0.0016789606867035891 0.0010031358718647345 0.0012922694776636712 0.0013016405886858698 0.001265573538057784 0.0019277371063033399 0.0015198645161405037 0.0010487888463173584 0.0012740966448019182 0.0010372993675247201 0.0012327546824764139 0.0018480506921623166 0.0013864921506865349 0.0011028260967993475 0.0016257328265334436 0.01590805334076574 0.0016190174437724636 0.0035713674257447092
leaf_count=104 178 48 247 31 657 53 149 27 88 47 101 38 26 36 96 29 70 48 38 49 60 19 19 59 18 37 36 390 21 81
internal_value=-2.53057e-05 0.00439943 0.000447956 0.00587542 0.0019188 0.00905481 0.0305288 -0.0200011 -0.00169436 -0.000886303 -0.00186998 8.41568e-05 -0.00166381 -0.000370616 -0.0356103 -0.00160071 -0.000257779 0.0238695 -0.00252015 -0.0342101 -0.000237173 -0.00267223 -0.000944275 0.00172034 -0.00194339 0.0398905 -0.0276287 0.00116725 0.0161777 0.00380989
internal_weight=0.0672599 0.0184221 0.0161766 0.0127837 0.0116986 0.00979545 0.0030805 0.00339296 0.0488378 0.0477275 0.0461749 0.043647 0.0415833 0.0403514 0.0025279 0.0393483 0.0376693 0.00322938 0.0344399 0.00231436 0.0321256 0.0306057 0.0293316 0.0266686 0.024333 0.00233558 0.00266303 0.0224849 0.00657688 0.00519038
internal_count=2900 1316 1268 994 963 859 202 274 1584 1406 1318 1121 1074 1036 197 1000 974 77 897 119 778 740 680 625 569 56 55 510 120 102
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=2 17 2 12 7 10 9 18 17 7 3 3 16 3 9 8 19 13 5 7 17 12 5 7 15 17 9 2 2 6
split_gain=4.90345e-05 0.00021029 0.000174786 0.000151391 0.00012883 0.000201063 0.000146198 0.000180134 0.000176283 0.000104485 0.000331914 0.000198796 0.000241205 0.000203729 0.000171829 0.000159394 0.000134349 0.00018214 0.000222344 0.000175439 0.000371933 0.000198256 0.000206048 0.000189408 0.000402689 0.000244643 0.000454495 0.000347947 0.000601921 0.000218446
threshold=325.75432260090003 203.93111730270002 311.26728953445007 322.29449443480007 28.359442781600002 87.33187390945001 220.28141982375004 17.140917755100002 208.12573104970002 20.234873028950002 103.44111502715002 94.92945658615001 22.724946859200003 93.964300117300013 66.290220196950017 3.3473877318000005 11.150899688650002 92.692659421600013 11.976288766350002 22.580174331950005 189.37128582595003 98.870599058600007 21.495293572000005 23.124786352450005 41.657300687350009 191.06791329340004 195.29234479735001 126.02137215710002 107.86920410340001 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 5 6 7 8 9 10 15 12 13 16 -12 -1 -11 -18 -19 20 21 -20 -23 24 25 27 -27 28 -21 -25
right_child=1 -3 -4 -5 -6 -7 -8 -9 -10 11 14 -13 -14 -15 -16 -17 17 18 19 23 -22 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=0.016897174062253145 -0.042714180485881006 0.015004172112479114 0.039420315946003912 -0.038183620547377631 0.033453528635888366 -0.043659730700029313 -0.024801565191069033 0.039326789763581962 -0.029626882315966604 -0.030809846846760497 0.016294808029289856 -0.037152260720149467 0.041559472045551715 -0.033398905464576807 -0.040997081514989521 0.071972746750233157 0.043350059426289132 -0.041525016789842835 -0.019572858351187414 0.025366193685901192 0.069725686569536191 0.049300224839405826 -0.0094615132079203679 0.0068496017770296727 -0.062351209600854753 0.0090144967409660996 -0.06769014773083297 0.045106544826751839 -0.06419342184986658 -0.028518947385356569
leaf_weight=0.0010307492287893174 0.0012553161636125873 0.0012697041777376405 0.0011344095424962166 0.0010312807163439927 0.0011604803867449531 0.0010453433690885824 0.002186303306894787 0.0012348023228758711 0.0018517176585930431 0.0012460140418581725 0.0010888283443719615 0.0013655122977053241 0.001460508544050664 0.0017286443503624687 0.001008234079090703 0.0010719726159660325 0.0010644924327625196 0.0011697592769081616 0.0017836981051257408 0.0019077744484547986 0.0011586355685153649 0.0014018795901904468 0.001039000602425233 0.025458441477131478 0.0013598593861570115 0.0017184035284012467 0.0014033089913003116 0.0018167563347333271 0.0012370362728688633 0.0018748624497682545
leaf_count=35 135 96 66 48 224 156 100 65 124 168 28 129 24 86 173 40 49 149 27 29 30 31 28 665 52 30 28 26 18 41
internal_value=-2.20532e-05 -0.0136906 0.000516891 -0.00018469 0.000448665 -0.000182201 0.000579506 0.00154488 0.000715435 0.00174836 0.0169002 0.000480607 0.00153302 0.000298886 -0.0112502 0.0449748 0.00157521 0.00248417 0.0014802 0.00267342 0.0195343 0.00576872 0.0242873 0.000205391 -0.0120042 -0.00353429 -0.0254667 0.0102651 -0.00986279 0.00442358
internal_weight=0.0665637 0.00252502 0.0640387 0.0629043 0.061873 0.0607125 0.0596672 0.0574809 0.0562461 0.0543944 0.00419978 0.0501946 0.0488291 0.0473686 0.00209706 0.00210272 0.0456399 0.0443939 0.0433294 0.0421597 0.00538321 0.00422458 0.00244088 0.0367764 0.00944314 0.00808328 0.00312171 0.00496157 0.00314481 0.0273333
internal_count=2900 231 2669 2603 2555 2331 2175 2075 2010 1886 276 1610 1481 1457 201 75 1371 1203 1154 1005 116 86 59 889 183 131 58 73 47 706
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=7 7 7 7 7 18 6 16 15 16 0 15 10 0 5 9 18 17 14 2 15 0 16 0 6 19 9 15 9 8
split_gain=5.36207e-05 0.000232907 0.000193541 0.000187203 0.000209937 0.000167387 0.000384388 0.000237549 0.000419933 0.000159129 0.000285302 0.000253108 0.000240484 0.000187396 0.000207859 0.000227639 0.000154144 0.000375728 0.000226115 0.000152146 0.000178622 0.000220667 0.000268148 0.000181202 0.000368249 0.000322773 0.000564344 0.000363884 0.00017592 0.000426364
threshold=24.176224535650004 24.292705381350004 24.373474566200006 23.974509389900003 24.052187734100006 14.732667293750003 14.615341485100002 22.604947139800004 33.947667408500003 18.294957218400004 96.055920542800024 33.947667408500003 75.465019721650009 97.835679825150024 14.624842172000003 210.21807925850001 14.322090334300002 200.83528241485001 348.95507676460005 234.61110956795002 21.724651858600001 95.590817286200021 18.564956587050002 87.181320254150009 16.355382140900002 14.251149826300002 195.39349636155001 31.385732506450001 202.64563922830004 9.5425530862500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 16 -5 6 -4 8 -8 12 11 -11 -7 -14 -15 -16 17 18 19 20 -1 22 -22 24 -24 27 -27 -25 -26 -30
right_child=1 2 5 4 -6 9 7 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 21 -23 23 25 28 26 -28 -29 29 -31
leaf_value=-0.035507893047074635 -0.049730480184478412 0.039625234195451026 -0.072081032406455095 0.056447687653788207 0.0032732890972399543 -0.048124754086090855 0.024048656817976913 0.033432577916061294 -0.058092722525580447 -0.024776049432568364 0.057038265334779653 0.037876755094839898 0.037064026057000841 0.0029003701914823458 -0.067108407778702403 5.053911645616177e-05 0.021730426481741592 -0.053672612043834667 -0.037185917177518381 0.036830215748678147 -0.042965745456190176 0.044877765683318922 -0.057730061685488145 0.025899901822464651 0.0045612699355978619 0.086666456586050392 0.0052183919391119611 -0.029809510434152808 -0.07089118842551391 0.011173059654082875
leaf_weight=0.0013015561166959044 0.0010596090053383049 0.0010762502138703658 0.0011024886221334398 0.0012966488006277413 0.0017372460175240079 0.0011539319033057058 0.0011159187744675947 0.0011283948441587199 0.0014072423530820943 0.0016394288714662855 0.0012892705410845196 0.0010628103669615106 0.0012055589926700536 0.007473225353868275 0.0010014355958047824 0.0010175209303082688 0.0030808589530434407 0.0013331839966663197 0.0015322909624068464 0.0012151332602284284 0.0013470109000011379 0.001171714189837302 0.0011324655506399208 0.0023452253384448341 0.017215611603079106 0.0014256274437229877 0.0021095222255098633 0.002344701150605033 0.0010929959800617941 0.0015046376360599023
leaf_count=166 44 33 58 33 55 103 26 29 35 72 36 53 49 778 61 53 184 36 107 55 158 28 37 39 399 23 26 38 50 36
internal_value=-2.17693e-05 -0.00395278 -0.00171472 0.00204749 0.0259994 -0.00387482 -0.0203316 -0.00470732 -0.021764 0.00106336 0.0183327 -0.000134245 -0.00475275 -7.4346e-05 -0.00479112 -0.0332614 0.000237704 -0.00154846 0.000395974 0.00207948 0.000799536 0.00229076 0.000655655 0.00266995 -0.00226894 0.0152472 0.0380641 -0.00195169 0.000901047 -0.0233568
internal_weight=0.0659195 0.0227331 0.0216735 0.0431864 0.00303389 0.0205972 0.00475404 0.00365156 0.00252316 0.0158432 0.00399151 0.00270224 0.0118517 0.0106977 0.00949218 0.00201896 0.0401525 0.0370717 0.0357385 0.0342062 0.0329911 0.0316895 0.0305178 0.0291708 0.0209457 0.00822508 0.00353515 0.00468993 0.0198132 0.00259763
internal_count=2900 1430 1386 1470 88 1353 148 90 61 1205 161 125 1044 941 892 114 1382 1198 1162 1055 1000 834 806 648 522 126 49 77 485 86
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=0 3 13 18 7 7 7 18 10 7 7 18 7 12 6 18 13 12 18 6 18 18 17 17 12 5 9 15 15 17
split_gain=4.70714e-05 0.00013971 0.000158619 0.000102222 0.000151451 0.000146619 0.000286548 0.000233764 0.00024899 0.000202711 0.000220819 0.000298688 0.000164501 0.000158354 0.000129905 0.000123068 0.000334026 0.000173607 0.000208193 0.000334391 0.000234469 0.000244758 0.000197116 0.000243508 0.000171815 0.000279498 0.000179642 0.000164209 0.000316445 0.00026849
threshold=113.28087178455002 70.077349628250019 92.138837046750012 17.327266398450003 26.752366550650006 25.967949918250003 25.614006978800003 16.083212871900006 75.645146416450004 25.396105459650006 24.891451065550005 14.732667293750003 24.785467646950003 182.87454670205003 11.815276062050001 14.662165311550002 104.27722550570002 327.98456567570003 14.371157440600003 14.775345223550003 13.954623666350001 13.878370392300001 199.88268747760003 198.47149978265003 103.44931853055 18.367178700250005 201.78065190905002 44.34858359035001 43.376643616500012 193.52305340940003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 7 8 9 10 12 -12 15 -7 -10 17 -17 18 20 -20 21 22 23 27 -22 -26 -27 28 29 -4
right_child=-2 2 3 -5 -6 13 -8 -9 14 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 24 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.034724310570635478 -0.01813670103503218 -0.035130339061400347 -0.0019974848911465969 0.023948190062510415 -0.036712786071343331 0.049509158851870738 -0.047769044698047436 0.046193196946843193 -0.0097835279894430346 0.044081282112350594 -0.063772211403290091 0.0015755867915443506 0.038717437691377206 0.00068820024875333253 -0.058135810505919511 0.017703748100602778 -0.061738979865422185 -0.034068456358423337 -0.015252360322862186 0.056131081125174287 -0.051344834338818812 0.04108551689629196 0.042157684197714151 -0.037576956896226046 0.036326878667259276 -0.055877006813729459 -0.0044046467259519486 -0.020296807626069523 0.057057017387405942 0.024081377985450417
leaf_weight=0.0011625296121383624 0.0014038358289346206 0.0012780597043920558 0.021534440680459371 0.0017991220028231716 0.0011174869368655296 0.0012393348815623586 0.0012611631923021413 0.0010945468359015989 0.0011451973435510831 0.0010660638225213756 0.0012451250312594938 0.0015960008941724446 0.0011671250771954069 0.0014320986258202772 0.0010793093940452136 0.0010369881997149824 0.0010809784412582901 0.0013066785081640225 0.0010513022864142565 0.0017462865370763136 0.0012386665533147814 0.001694881564120009 0.0011857783874802399 0.0015848304484329381 0.0010211575103131754 0.0011184990437538983 0.0017218557047868899 0.0028316048925028361 0.0011199128402950001 0.0048339297746067258
leaf_count=118 304 180 712 87 92 65 90 45 138 41 34 69 28 70 68 31 62 89 44 43 30 35 20 25 34 46 44 150 15 91
internal_value=-2.35637e-05 0.000375049 -0.000262554 0.000463817 -0.000245677 0.00045172 -0.00064467 0.000445793 -0.000491781 0.000931697 1.38234e-05 -0.0270631 0.00164109 0.0233373 -0.0332436 0.00070258 -0.0228426 0.00183621 0.00293537 0.029306 0.00108573 0.00402155 0.00212314 0.00063521 -0.0189378 -0.00854253 -0.0246739 0.00263257 0.00499456 0.00278337
internal_weight=0.0651948 0.063791 0.0626284 0.0613504 0.0595512 0.0584338 0.0557623 0.0545012 0.0534066 0.0511821 0.050116 0.00284113 0.0472749 0.00267143 0.00222451 0.0461078 0.00211797 0.0439898 0.0426831 0.00279759 0.0398856 0.0347854 0.0330905 0.0319047 0.00510018 0.00386151 0.00284035 0.0303199 0.0274883 0.0263684
internal_count=2900 2596 2478 2298 2211 2119 1984 1894 1849 1643 1602 103 1499 135 206 1471 93 1378 1289 87 1202 1048 1013 993 154 124 90 968 818 803
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=5 10 19 2 2 8 8 0 19 5 5 18 15 6 9 9 6 13 13 13 6 10 6 4 15 13 16 13 0 14
split_gain=4.71148e-05 0.000181984 0.000157827 8.56884e-05 0.000176462 0.00013831 0.000201237 0.00012065 7.96527e-05 9.81197e-05 0.000109931 0.000182141 8.58826e-05 0.000223928 0.000395057 0.000211286 0.000255474 0.00027545 0.000195119 0.000314448 0.000177785 0.000144109 0.000170265 0.000211209 0.00018833 0.000144904 0.000420749 0.000239596 0.000436687 0.000178162
threshold=29.040033326300005 60.474177186300004 13.451085274650001 50.734033752200013 59.615984903700003 8.8430989333000021 8.7431769115000026 87.29692395375001 14.651182102100002 25.556820288350004 23.953129400350004 13.465147564100002 42.670190152050004 16.455384477450004 197.58039077460003 194.59941400375001 16.515385879350003 117.61735474900001 117.47217800995001 117.56896250265002 16.455384477450004 62.245871094250013 15.785368822600002 227.97173202615002 38.198215516250009 113.85351336640001 19.974953289850003 109.72404167800001 93.262612545250008 169.50964292540002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 6 8 -7 9 10 12 -12 13 18 15 16 -15 -18 21 -20 -14 -6 24 -24 25 26 27 29 -29 -23
right_child=2 3 -4 4 5 7 -8 -9 -10 -11 11 -13 20 14 -16 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.039230413713063073 -0.015799054484008576 0.023010556112359991 0.03183109233847236 -0.039818462040816696 -0.032034143278327543 -0.048530870197862334 0.034262956027894968 -0.00035940453203981782 0.020865738698759927 0.027595478531560105 0.0038935387306155201 -0.052629740677350795 -0.0076275646308232598 -0.049483100053587963 -0.071149930057150187 0.028416993262679775 0.029305809283700163 -0.031351075695970031 0.044675434796476947 -0.0079067403795464973 0.037921807454694166 -0.036201479870235267 0.059240016517835073 0.001807273421828887 -0.035487348352634424 0.033448865890275924 -0.051282182072450146 -0.0096299613292695468 0.070230842954818601 0.00058905584683694844
leaf_weight=0.001196268374150245 0.0011721439571196019 0.001597278615463423 0.0017115228007094883 0.0011176982895060297 0.0014323944847267891 0.0010650655588973204 0.0017865132183487722 0.0010158325856152173 0.0017942729591062792 0.0012087782205368455 0.0012140643125198919 0.0010748140625680552 0.0017221025758774591 0.0016061474916144449 0.0011578844280313305 0.0012952709916169702 0.0015465031543584473 0.001451156698522027 0.0025231708791579868 0.0020705798099243111 0.0017055854598266862 0.0014046799624559915 0.0010593231740145806 0.0016188134941330645 0.001571997557985246 0.0012438645126167094 0.0015942663121393244 0.0013935415169026846 0.0013460941845551133 0.020911534153874808
leaf_count=158 91 27 74 46 35 59 42 32 33 79 81 40 60 31 35 17 27 25 37 36 28 50 28 33 49 19 37 21 19 1551
internal_value=-2.31699e-05 -0.000606846 0.0124705 0.00015649 -0.000462941 0.000297902 0.001243 -0.025015 0.000149507 -0.000563221 -0.00123136 -0.0226487 -0.000223822 -0.00138044 -0.0177451 -0.0072627 -0.0173011 -5.79776e-05 0.00164508 0.0209746 0.0150374 -0.00099948 0.000383476 0.0245245 -0.00181068 8.72069e-05 -0.00146991 0.00169957 0.0296089 -0.0017267
internal_weight=0.0646092 0.0617255 0.00288367 0.0605292 0.058932 0.0578143 0.0557334 0.0020809 0.0539468 0.0521526 0.0509438 0.00228888 0.0486549 0.0452272 0.00705696 0.00589908 0.00460381 0.00299766 0.0381703 0.00459375 0.00342769 0.0335765 0.0321441 0.00267814 0.029466 0.027894 0.0266501 0.0250558 0.00273964 0.0223162
internal_count=2900 2735 165 2577 2550 2504 2413 91 2371 2338 2259 121 2138 2050 135 100 83 52 1915 73 88 1842 1807 61 1746 1697 1678 1641 40 1601
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=7 7 5 5 5 15 5 13 6 16 18 14 17 16 18 10 13 9 5 6 9 9 12 4 6 17 14 2 0 0
split_gain=4.57431e-05 0.000166276 0.000159379 0.000196133 0.000157455 0.000136703 0.000133546 8.90288e-05 0.000311153 0.000186653 0.000160884 0.000186684 0.000204611 0.000193546 0.000125829 0.000136007 0.000192087 0.000120644 0.000120196 0.000350161 0.000378733 0.000201969 0.000186321 0.000296691 0.000244493 0.000409646 0.000237169 0.00016025 0.000142525 0.00031162
threshold=20.940097048150005 21.725272673150005 25.556820288350004 24.437854605800002 20.884258922850005 20.742056627150003 29.040033326300005 95.870416931800023 6.5601532769500013 13.039969506900002 17.327266398450003 414.62864134155001 213.85098605320005 14.184966829400002 16.366336611050006 77.032390811750005 103.58091484995002 40.406378633400003 22.963361893800002 16.405383309150004 195.97407267990005 192.09062119805003 247.85609524425004 277.00048312305006 16.445384243750002 202.89085588380001 270.24788447820009 199.66651340635002 97.152811460000024 96.055920542800024
decision_type=2 2 2 2 2 2 2 2 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 -1 -6 -7 8 9 17 11 12 13 -9 15 16 -15 -3 22 -20 21 -21 23 26 25 -25 28 -22 29 -18
right_child=1 2 -4 -5 5 6 -8 10 -10 -11 -12 -13 -14 14 -16 -17 18 -19 19 20 27 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.042229814024537043 -0.030865873401934509 -0.0054212802113124577 0.033507502887238062 -0.041374297135313785 -0.031198247194963676 -0.011443276484535851 0.028056926178275987 -0.041370528853978031 -0.05646182511097645 -0.031184942644418623 0.034870847346641053 0.040970885591928123 -0.041590231173404643 0.041392174062184296 0.030857594085984565 -0.027934047665188512 -0.0024513736708233489 0.03996430344418081 -0.039214370912842925 0.023206582932858221 0.08291724922957748 -0.033143943153583294 -0.029870067265355467 0.066148023371178685 -0.017369523573527942 -0.01094039064639169 -0.043073488097762978 0.029368229616480331 -0.030225815035059646 0.042285138196952524
leaf_weight=0.0011155255288271037 0.001789169626603331 0.0011209250019048175 0.001392691795486691 0.001163149777664795 0.0010569016977236591 0.0015831349332966482 0.0018633047360009283 0.0010773744287482989 0.0012206977316288059 0.0011291950502911319 0.0013938610879122839 0.0011083723306645121 0.0011842301420179604 0.0011825523926450856 0.0014158251048064221 0.0016124682869504128 0.023588611475342469 0.0012266057750913301 0.0010294749486789425 0.0014824765616250346 0.0010781284338940988 0.0011140049328774992 0.0022048210324717007 0.0019983853259012132 0.0010023649572303839 0.0010523344574497884 0.0014340764423135246 0.0011602911421846329 0.0016054794880950842 0.0016670876452735675
leaf_count=52 120 250 82 72 100 147 121 88 238 131 54 74 84 58 36 120 509 96 35 35 28 21 93 64 21 28 34 23 55 31
internal_value=-2.2358e-05 -0.000851026 9.70045e-05 -0.000745134 0.00859556 0.000263998 0.00991236 0.00012856 -0.013027 0.00222327 0.00137971 0.000407133 -0.000551701 0.000511602 0.00152268 0.000561544 0.00166607 0.0182931 0.000503744 0.0137409 0.0250164 -0.000970275 -0.00174287 0.000174247 0.0254783 0.0395567 -0.00345037 0.05516 -0.00133495 0.000501611
internal_weight=0.0640535 0.0584347 0.0566455 0.0552528 0.00561887 0.00450334 0.00344644 0.0540896 0.00469742 0.00347673 0.0493922 0.0479984 0.04689 0.0457058 0.0446284 0.0432126 0.0416001 0.00234753 0.0404175 0.00586438 0.0048349 0.00259648 0.0345532 0.0323483 0.00405308 0.00305072 0.0282953 0.00223842 0.0268612 0.0252557
internal_count=2900 2480 2360 2278 420 368 268 2206 715 477 1491 1437 1363 1279 1191 1155 1035 346 977 142 107 56 835 742 113 92 629 51 595 540
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=10 19 19 16 6 7 15 5 13 16 15 15 10 15 16 3 13 17 9 7 16 13 10 10 5 16 10 5 2 5
split_gain=4.82059e-05 0.000108234 0.000141341 0.000138965 0.000167617 8.63598e-05 8.48918e-05 0.000120502 0.000209758 0.000214215 0.000129596 9.51321e-05 8.77466e-05 0.000223839 0.000156842 0.00024449 0.000306267 0.000241981 0.000357557 0.000210855 0.000163282 0.00024418 0.000433963 0.000344541 0.000212905 0.000179564 0.000214997 0.000358405 0.000252544 0.000234354
threshold=89.912793714750009 10.550851274900003 11.150899688650002 13.039969506900002 5.1551204485500008 26.302865891850004 18.511678081400003 13.361597395450001 100.65856086215001 14.694965636800001 21.155167166400002 22.530191796700006 75.465019721650009 23.969938375100003 18.594956516900002 83.511574906150017 109.41218053485001 191.89151741935004 201.2906445504 23.477153707700001 19.214955067100004 112.82921081865001 66.318885161900013 68.579878449600017 18.038339912700003 20.784951395750003 62.837331883000012 19.998562110200005 132.99388411665004 20.206488238950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -6 11 -9 -10 -11 -8 14 -14 17 -16 -17 18 19 -12 -18 23 25 -22 -25 -23 29 -28 -29 -27
right_child=-2 2 3 4 6 -7 7 8 9 10 12 -13 13 -15 15 16 20 -19 -20 -21 21 22 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0026386383422390483 -0.021343253813202623 -0.032208527952448517 0.036521107589256571 -0.038113710247923038 -0.025096676574981609 0.04398502562150787 0.037755303866112033 -0.044805417783997992 0.044179268582963137 -0.035520965465670844 0.0020316299643147627 0.0011682448290855957 -0.014027389235344998 0.048562697427349422 0.047559484884500902 -0.043468666830763829 0.027247555285252675 -0.053594088614100525 0.034013512059174147 -0.057930817180812069 -0.069792595304405916 -0.02894454739658564 0.061769336700905036 0.031253335166774344 -0.03322123075216251 0.045159233681023328 -0.021780341137718054 0.062742404376371991 0.012007202975844233 -0.0032136183388288956
leaf_weight=0.0010204028816477436 0.0010421433958064238 0.001366946935088909 0.0010415248807862229 0.0011509799617916905 0.0012734245026144999 0.0010004695093654981 0.0015516244409301541 0.0010276149198790155 0.0011149140176866376 0.0010141923001503522 0.0011531808613767952 0.0013112624782820603 0.0010613734674294042 0.0012376654569976608 0.0011303906221655771 0.0015308946896652733 0.0024267279802904903 0.0013267390658107986 0.0015027506091441489 0.0011932697417427474 0.0011483313951110566 0.0019122763039605131 0.0012102223261081227 0.0010122671690169227 0.001036682289569768 0.001044649043992151 0.0014450083538122263 0.001894201680443075 0.0020353142485589615 0.024271443177442023
leaf_count=96 360 142 110 206 92 53 58 55 41 62 143 64 48 46 26 81 70 132 69 33 42 75 32 16 30 25 24 30 49 590
internal_value=-1.31689e-05 0.000342798 -0.000418554 0.00031724 -0.00033269 0.0231079 0.000432001 0.00101677 -6.80614e-05 0.000821118 -0.000134465 0.0209977 0.000589486 0.0196674 -0.000338307 0.00168136 0.000415489 -0.0167652 -0.00407109 -0.0284618 0.00211901 0.000471363 0.00296907 -0.0259433 -0.00136808 0.000786398 0.00263888 0.0208042 0.0364638 -0.00121755
internal_weight=0.0634889 0.0624467 0.0604259 0.0590589 0.0580174 0.00202087 0.0568664 0.055593 0.0527301 0.0517025 0.0505876 0.00286289 0.0495734 0.00229904 0.0472743 0.0420984 0.040968 0.00517594 0.0038492 0.00234645 0.0394371 0.0370104 0.0338131 0.00319728 0.00204895 0.0326029 0.0306906 0.00537452 0.00392952 0.0253161
internal_count=2900 2540 2391 2249 2139 149 1933 1841 1719 1664 1623 122 1561 94 1467 1090 1064 377 245 176 983 913 825 88 46 793 718 103 79 615
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=17 17 17 7 10 7 6 17 17 2 8 4 4 4 17 18 3 8 18 0 15 10 8 2 18 5 13 5 12 0
split_gain=5.08234e-05 0.000398776 0.000274905 0.000223693 0.000329781 0.000210801 0.000193114 0.000135631 0.000156466 0.000132068 0.000169512 0.000128926 0.000291542 0.000170091 0.000129379 0.000246331 0.000205347 0.000198991 0.000136308 0.000435493 0.000241795 0.000381162 0.000366439 0.000332397 0.000319033 0.000313317 0.000501677 0.000319814 0.0002601 0.000483693
threshold=182.28951942140003 183.40283206635004 179.88087463185005 23.724432465350002 70.865067860500019 20.940097048150005 14.275333540900002 171.14418113535001 167.56787829315002 59.615984903700003 8.8430989333000021 158.04546874885003 161.23541642690003 169.78633280640003 187.07782946595003 13.086509421050001 93.491131486350014 8.2435668022500028 13.24392582145 86.345209775600011 41.211223942950006 62.197478847950002 8.3434888241000014 170.32456123625002 13.3584252364 21.269675393700002 115.25151159420001 20.950952025950006 271.26782052760007 105.70748523110002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -4 8 -1 -3 11 -11 -13 -14 16 -16 17 -15 19 -17 21 22 -20 -24 -22 27 -27 28 -23 -30
right_child=1 9 6 -5 -6 -7 -8 -9 -10 10 -12 12 13 14 15 18 -18 -19 20 -21 24 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.011112566173507095 -0.055019346280603044 -0.035220575102861564 0.0078342191384203966 -0.039569234845959263 0.045025316979983333 -0.033985054997190865 0.068162190370173681 0.029940698669092287 -0.036412481679876617 0.032123501868793272 -0.028073813636524544 -0.049086478396586503 0.031279520013053133 -0.026598649566253997 0.040599792332372514 -0.052525580299587808 -0.04498197582859495 0.03504988194511937 0.0088732074562422707 0.03028151484675657 0.061683652171202641 0.0081248127361337862 -0.084832982116848768 -0.018516769145027378 0.0087318687637763584 -0.0072904274108252249 0.086691228836364112 -0.053925564275197596 -0.061514467118405594 0.015997799381095374
leaf_weight=0.0018841923007726961 0.0013482337907788485 0.0010371384963345697 0.0010440877033152116 0.0013169882647810641 0.0016314639552671428 0.0018330477374202386 0.0010789230013443785 0.0015723346875902195 0.0010955343283203522 0.0013822045499409788 0.0019473034454851315 0.0011278752340437839 0.0019494564033539765 0.0010803269075542144 0.0016469540136588986 0.0016492157544547156 0.0015215098462997741 0.0010159943851739683 0.0017969173816547576 0.0010328521966584958 0.0014065403193712338 0.015965013222135699 0.0013614757374398323 0.0016990268053369562 0.0059556977455002139 0.0011500636495712915 0.0011222236675223485 0.0010444866208457184 0.0016214623423365096 0.0015989404789500394
leaf_count=189 60 40 44 212 81 90 28 86 74 27 86 23 47 110 49 55 48 31 43 19 32 819 28 30 169 37 18 22 152 151
internal_value=-1.01281e-05 -0.00135115 0.00601349 -0.00137433 0.00490045 -0.00535188 0.0384931 0.00617828 -0.00636062 9.27453e-05 0.00083904 0.0020337 0.00112454 0.0023938 0.00107406 0.0027501 -0.0170172 0.00327967 0.00108352 -0.0206369 0.00276131 -0.00156754 -0.026972 -0.0480178 0.0188482 0.00391637 0.0391247 -3.83418e-05 0.00289537 -0.0230294
internal_weight=0.0629175 0.0514609 0.0114566 0.00933356 0.00801657 0.00638511 0.00212301 0.00455206 0.00297973 0.0501127 0.0490755 0.0471282 0.045746 0.0446182 0.0426687 0.0390509 0.00361783 0.00209632 0.0374039 0.00268207 0.0347218 0.0273596 0.00485742 0.0030605 0.00736224 0.0225022 0.00227229 0.0202299 0.0191854 0.0032204
internal_count=2900 2096 804 732 520 439 72 349 263 2036 1996 1910 1883 1860 1813 1624 189 141 1575 74 1501 1300 101 58 201 1199 55 1144 1122 303
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=15 15 6 9 10 19 7 7 15 17 13 15 0 7 9 5 15 16 16 6 0 3 16 10 3 5 13 5 5 9
split_gain=5.21806e-05 0.000137706 0.000171837 8.12335e-05 0.000137323 0.000188032 0.000114808 0.000306612 0.000214435 0.000191835 0.000146224 0.000116184 0.000111963 0.000290189 0.000314584 0.000242671 0.000196079 0.000149744 0.000171132 0.000325831 0.000199447 0.000367679 0.000250788 0.000279525 0.000511078 0.000273587 0.000217428 0.000293716 0.000170498 0.000369653
threshold=11.896459116400001 13.029010608550001 5.0951190466500007 187.70546222865002 78.285212300550015 14.451165964200003 22.940014114900002 22.660992635700001 31.768637582200004 166.83257850275001 117.57433941890001 21.724651858600001 98.615332683000005 25.967949918250003 210.70699256735003 16.222050829800004 23.969938375100003 16.344961778400002 18.594956516900002 14.755344756250002 94.964406541850011 85.54673771085001 19.214955067100004 66.697957758300021 89.227236891450005 17.886193876600004 114.65467388920001 20.206488238950005 21.042547594650003 197.19111486365003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 5 6 7 8 9 -4 -10 -11 15 -14 -15 -5 -17 -18 19 -19 21 -20 -23 24 -24 -25 -26 -28 29 -29
right_child=1 2 3 12 -6 -7 -8 -9 10 11 -12 -13 13 14 -16 16 17 18 20 -21 -22 22 23 25 26 -27 27 28 -30 -31
leaf_value=-0.019411303586868555 0.036440489142652834 -0.033031418986467123 -0.030881564682000279 0.033665022171101865 0.031946765684248868 0.030851173875153196 -0.033273625571795452 0.052886762307120305 -0.055818823972375232 -0.0053510263558611887 -0.0045793753229386404 0.027678483332376408 -0.060938537345134484 0.031990253596170741 -0.032850147996641953 -0.04278928844792499 0.03726795991200841 -0.067733365549200023 -0.056021049281050887 0.010020454131925757 0.036740981932065757 0.037245438773877856 0.053639287627147439 0.003955385032852283 -0.032198482742154678 -0.058882946396761941 0.042910133710577419 0.015298455095149972 0.0012593404051565356 -0.059258721296289202
leaf_weight=0.0013564913339908979 0.0010430947155170003 0.0015536238857281467 0.0011738096809182407 0.0020531955843487984 0.0019480783083531969 0.0020564272996496111 0.0010722571737834191 0.0010221921627771033 0.0011756599611580515 0.001766094011497926 0.0010582774609799728 0.0026826655785791992 0.0011061971767744793 0.0014706130910853155 0.0015233072512387258 0.0011232036073250675 0.0010272618315809714 0.0010755250967600305 0.0011842603028471279 0.0010802884562652534 0.0014371728159900945 0.0017754258217337329 0.0017695364121124149 0.0012308854317666365 0.0021733276930717685 0.0015851250155418661 0.0015512994071196209 0.0012091302414773955 0.018420056393019586 0.0014776743818717408
leaf_count=303 72 305 189 49 84 48 61 23 36 125 20 149 123 95 144 38 25 104 65 58 39 38 50 20 33 59 32 24 456 33
internal_value=-1.3325e-05 0.000419275 -0.000209228 0.000666511 0.00731921 0.00332364 -0.0023651 0.00136764 -0.0053354 0.00507822 -0.0315453 0.0145662 -0.00143049 -0.0171716 -0.00100056 0.000176059 -0.00162769 -0.000378056 -0.00145319 -0.0287706 0.000288434 -0.00132966 0.000746765 -0.00145606 0.00171554 -0.0314161 -0.00198464 0.000913416 -0.00217323 -0.0257061
internal_weight=0.0621822 0.0608257 0.0597826 0.0582289 0.0139555 0.0120074 0.00995096 0.0088787 0.00785651 0.00562257 0.00223394 0.00444876 0.0442735 0.00410012 0.00299392 0.0401734 0.0381202 0.036997 0.0359697 0.00215581 0.0338139 0.0323767 0.0311925 0.029417 0.026601 0.00281601 0.0248315 0.0226582 0.0211069 0.0026868
internal_count=2900 2597 2525 2220 735 651 603 542 519 463 56 274 1485 362 239 1123 1074 1036 1011 162 849 810 745 707 628 79 578 545 513 57
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=2 17 2 17 18 16 5 10 10 13 0 0 16 2 16 6 15 15 16 5 2 12 6 16 9 18 9 7 7 8
split_gain=5.0094e-05 0.000149119 0.000148906 0.000106295 0.000182919 0.00013961 0.000102249 0.000156333 0.000157632 0.000281513 0.000227638 0.000189931 0.00015061 0.000483448 0.000324988 0.000191683 0.000146098 0.000252898 0.000250721 0.00019154 0.000108044 0.000291779 0.000201363 0.000174642 0.000222254 0.000170402 0.000192001 0.000138394 0.000319919 0.000175194
threshold=325.75432260090003 203.93111730270002 311.26728953445007 208.12573104970002 17.552559642400002 18.764956119400004 3.2451100944500006 83.715897724050009 78.220689305400015 102.38186252375002 97.671683879200017 102.21786657775002 15.919962772200003 178.89104431090001 17.844958270700005 14.185331438000002 28.452330424200003 27.008040895250005 19.274954926800003 17.886193876600004 67.628418476450022 97.055914627000007 16.575387281250006 18.684956306450005 181.61255275325001 14.385463547100001 184.56123852025004 22.296968840150004 22.477322886550002 8.8430989333000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 -1 8 9 10 -8 -10 13 15 -14 -11 17 19 -19 -16 22 -22 -18 -23 -25 26 -26 -28 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 11 12 -12 -13 14 -15 16 -17 20 18 -20 -21 21 23 -24 24 25 -27 27 28 29 -31
leaf_value=0.032232671633548586 -0.039600441790301623 0.010509025971605062 0.03798907309180817 -0.058223399076030635 0.016928190112138784 -0.011437290658845892 -0.0086496368304167983 -0.034879042116606758 0.03928785343863761 -0.031379355222941309 -0.067721007971695932 -0.0071034848225458962 -0.042785514573066438 0.077505915933484382 -0.034263799897689816 0.025298310316201229 -0.045494566576287934 0.06789114402562188 0.0052973796030324431 0.021626358264835544 0.043988284195968348 -0.032806603091498444 0.0081884482639750615 -0.036537947026418195 0.040326008292117035 0.027639123437620053 0.03062568053667309 -0.055957806626990382 0.0014593418485538759 -0.038089668366557999
leaf_weight=0.001028827860818946 0.0011741962588580476 0.0012016175038537247 0.0010437532833644783 0.0010927196849503931 0.0011489281174473925 0.0015319929760023721 0.0017010936097780196 0.0012268504531854759 0.0022532895826141907 0.0012079712670001108 0.0010581721165889846 0.0014506901345612278 0.0017078467298999303 0.0010701242139465883 0.001182907188095327 0.0011791939403698812 0.0014363724138348735 0.0014123205925642424 0.001170099854777007 0.0012731371426512039 0.0015126606665827316 0.0016341730521533529 0.0013605826102036644 0.0015142054471315438 0.0011470752540168874 0.0025131628446402035 0.0012678766284217628 0.0010991312753053642 0.020770660117969564 0.0011839208369239232
leaf_count=131 135 96 66 126 144 57 167 231 103 39 88 107 193 40 35 69 33 46 25 79 32 92 27 57 25 85 38 28 447 59
internal_value=-1.88399e-05 -0.0142565 0.000552743 -0.000119376 -0.0163488 -0.0309153 0.00100721 0.000404858 0.00123562 -0.000285895 -0.0313034 0.0211184 0.00158919 0.0216549 -5.52545e-05 -0.00338215 0.00174761 0.017681 0.0395298 -0.00529208 -0.000517633 0.00109859 -0.0193804 -0.000985477 0.000777514 0.0027968 0.000345441 -0.00154016 -0.00330917 -0.000673375
internal_weight=0.0615556 0.00237581 0.0591797 0.058136 0.00377364 0.00262471 0.0543623 0.0533335 0.0521067 0.0484027 0.00275927 0.00370398 0.0456434 0.00345729 0.0421861 0.00238717 0.0404783 0.00503846 0.00258242 0.00245604 0.0354398 0.0326429 0.00279696 0.0311302 0.029496 0.0279818 0.0254687 0.0243216 0.0230537 0.0219546
internal_count=2900 231 2669 2603 327 183 2276 2145 1914 1704 255 210 1449 148 1301 108 1108 185 71 114 923 863 60 831 739 682 597 572 534 506
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=17 17 17 6 7 10 7 16 9 2 8 16 3 3 18 15 17 17 16 7 16 5 5 18 18 17 16 16 8 18
split_gain=4.37136e-05 0.000336841 0.000232319 0.000173344 0.000166044 0.000290568 0.000184471 0.000122108 0.000260916 0.000101231 0.000123539 0.000110672 0.000370361 0.000107682 0.000130215 0.000473572 0.000366503 0.000543552 0.000176017 0.000167374 0.000466365 0.000258761 0.00015678 0.000371088 0.000348356 0.000333159 0.000249179 0.000208539 0.000203473 0.000262162
threshold=182.28951942140003 183.40283206635004 179.88087463185005 14.275333540900002 23.724432465350002 70.865067860500019 20.940097048150005 21.014950857900004 66.290220196950017 59.615984903700003 8.8430989333000021 22.714946882600003 94.383699585650007 93.932038619750017 13.278511569200001 41.863529088250004 187.98346801990002 186.52991945525002 22.614947116400003 23.124786352450005 22.554947256700004 20.302496186500004 21.850554661550003 13.583580954200002 13.713893333650001 202.56512036810003 22.584947186600004 22.634947069650003 8.543332867800002 14.322090334300002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -3 11 13 -13 14 15 16 17 -11 -18 20 21 -16 23 -21 26 -26 -24 -28 -25 -30
right_child=1 9 3 -5 -6 -7 -8 -9 -10 10 -12 12 -14 -15 19 -17 18 -19 -20 22 -22 -23 24 28 25 -27 27 -29 29 -31
leaf_value=0.017041719389446212 -0.052264911514130923 -0.031107410892954369 0.0073985718399543574 0.065872730899323287 -0.034723077809873784 0.04260842977283355 -0.032672120415873383 0.030036008976694024 -0.042886398806325943 0.036375479813265998 -0.024323783553972734 0.067704212104406247 -0.017718528592547141 -0.023856370860987179 -0.025792380777220583 -0.048083650860738916 0.072496059481896524 -0.053348669132649178 0.02551599593458688 -0.056931144699444131 -0.073372400993982442 0.028848508121495888 0.072395387070714537 -0.0021865760098158673 -0.041778747522121712 0.022869781353204312 -0.010242774594554695 0.050156879130244442 0.064085602235996658 -0.0058692802844454309
leaf_weight=0.0019172246249752323 0.0012630418697066248 0.0010212681624208663 0.0010272943250982944 0.0010009274755181652 0.0012692296187120341 0.0015782516707030514 0.0017767629499342939 0.0013889093247243522 0.0011697794790010943 0.0015933641258243361 0.001892532564311932 0.0010051841317419976 0.0010252104143262386 0.0017171612737210884 0.0018488210029208784 0.0010412133292207817 0.0015345327396971697 0.0011716821381924092 0.0016604057113909221 0.0011666586260048453 0.0011608515617792525 0.0016315074484229974 0.0012671610401753263 0.020226854786132176 0.0015574972035182389 0.0016328377323020504 0.0012583587648293815 0.0010474718089241719 0.0011061100505571622 0.0010388566875910443
leaf_count=63 60 40 44 28 212 81 90 24 262 34 86 26 18 103 110 48 25 21 34 22 31 33 14 1165 57 46 21 21 28 53
internal_value=-1.64314e-05 -0.00128104 0.00565055 0.0362556 -0.00117063 0.00426752 -0.00541019 0.00541174 -0.00566725 4.38026e-05 0.000712379 0.00174937 0.0245716 0.00068806 0.00169289 0.0141406 0.0250112 -0.00164493 0.0480806 -0.000801133 -0.0184853 -0.000177839 0.00190746 -0.00194823 0.0153265 -0.00869114 0.0367718 0.017195 0.00091905 0.0302048
internal_weight=0.060997 0.0498686 0.0111284 0.00202822 0.00910016 0.00783093 0.00625268 0.00447591 0.003087 0.0486055 0.0475843 0.0456917 0.00203039 0.0436613 0.0419442 0.0070012 0.00595998 0.00276505 0.00319494 0.034943 0.00464118 0.00348033 0.0303018 0.0235385 0.00676333 0.00319033 0.00357299 0.00230583 0.0223718 0.00214497
internal_count=2900 2096 804 72 732 520 439 349 325 2036 1996 1910 44 1866 1763 162 114 55 59 1601 174 143 1427 1268 159 103 56 42 1246 81
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=15 17 6 8 10 10 19 13 17 2 8 12 12 5 9 7 12 3 15 15 18 7 15 17 6 9 17 17 19 4
split_gain=4.47236e-05 4.83043e-05 0.000214807 0.000170339 0.000282947 0.000324785 0.000250208 0.000226377 0.00014311 0.000196307 0.000117922 0.000154903 9.50777e-05 0.000117509 0.000177291 0.000196531 0.000210682 0.000178732 0.000142779 0.000118252 0.000108913 0.000191069 0.000359667 0.000161955 0.000450453 0.000324759 0.000294633 0.000576649 0.000176502 0.000160418
threshold=47.90801194005001 201.78545703200004 8.0101871567500016 7.943800736700001 64.434276012450013 76.919475570250015 13.351077205700003 117.25441290135001 200.23903127160003 192.77055391600001 8.1436447804000007 171.05377706560003 319.87149966510009 30.372394345600004 210.97856947250003 25.451258541350004 189.43538326625003 79.47351079420001 23.969938375100003 33.551906023850009 15.232298661650001 24.373474566200006 29.049007317550004 193.73902333365001 16.385382841850003 197.89372115420002 198.29010168345002 196.15688609640003 14.551174033150001 141.65724256140001
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 10 -4 -5 12 -10 -6 -12 13 14 15 17 -17 -1 -16 -20 21 23 -23 28 26 -26 27 -25 29 -19
right_child=-2 2 3 4 5 -7 -8 -9 9 -11 11 -13 -14 -15 18 16 -18 20 19 -21 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.034460482855188414 -0.018742970173309538 -0.047759409047976494 -0.011856489561323465 0.037539383077023925 -0.013417535790709098 0.024670875469770898 0.054389891823967577 -0.018649832512900907 -0.0050712510833669094 0.055490776958781178 -0.080062746146083663 -0.027101867176631173 -0.023251408158904557 0.02820107061710635 -0.053343944529197024 0.04829964127296963 -0.006562102017768346 0.031292003957835206 0.017049628569790944 -0.030804642504117366 0.033440816121289456 0.0068981916422689903 -0.065516831316905597 0.065863825003877538 0.014461873965628827 -0.043222771467521348 0.084355181830277584 -0.024131269884742776 -0.032299427209491395 -0.001297206824707949
leaf_weight=0.0014266771099089434 0.0012478505486174371 0.0010899333967145106 0.00108608862429245 0.0018131743103992903 0.0011306967665591916 0.0010248188103202382 0.0012001322246302237 0.0011860169796253928 0.0010117410653549532 0.0011363828804589193 0.0010857234171697538 0.0011240065024220591 0.001617852912910416 0.001581056379585776 0.0010165433031572944 0.0018083936158257213 0.001142039738681766 0.001631831339224731 0.0010036953106553612 0.0010635450259991232 0.0010451579652226419 0.0015874794140335871 0.0012076330488033568 0.0014838385858439995 0.0025090208351663534 0.0015973152477002373 0.0010633568233515689 0.0013687634475303412 0.0017022676841760278 0.020306480752206077
leaf_count=156 99 240 107 48 48 61 35 31 45 38 52 70 160 84 68 147 128 28 56 55 31 56 57 42 48 34 21 34 42 779
internal_value=-8.29559e-06 0.000387596 -0.00567817 -0.000925571 -0.00832789 -0.0245752 0.022919 0.0153196 0.00173615 0.0269668 -0.0396835 -0.0531235 0.000562078 0.00142697 0.000441696 0.00222799 0.027064 0.00024377 -0.0226592 -0.00757023 0.00163834 0.000673732 -0.0243888 0.00288619 0.0151635 -0.00797676 0.0394286 0.0226815 -0.00128003 0.00112687
internal_weight=0.0602995 0.0590517 0.0107406 0.00965066 0.00736444 0.00436525 0.00228622 0.00299919 0.0483111 0.00214812 0.00334043 0.00220973 0.0461629 0.0445451 0.042964 0.0398803 0.00295043 0.0369298 0.00308378 0.00206724 0.0355031 0.034458 0.00279511 0.0316629 0.00802229 0.00410634 0.00391596 0.0028526 0.0236406 0.0219383
internal_count=2900 2801 692 452 310 231 142 79 2109 83 170 122 2026 1866 1782 1603 275 1328 179 111 1172 1141 113 1028 179 82 97 76 849 807
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=3 7 3 16 3 10 9 3 15 3 10 0 5 19 10 2 10 13 16 15 6 0 18 6 16 4 15 0 13 16
split_gain=4.40157e-05 0.000241851 0.000128836 0.000112869 0.00010447 0.000113944 9.43836e-05 9.22312e-05 0.000179494 0.000151529 0.000131638 0.000182198 0.000309781 0.000293766 0.000232764 0.000184016 0.000152167 0.000416138 0.00017325 0.000275435 0.000191684 0.000522327 0.00023144 0.000167424 0.000148253 0.000250802 0.000198455 0.000394014 0.000158154 0.00015713
threshold=103.44111502715002 19.874819532250005 94.92945658615001 22.724946859200003 93.932038619750017 61.885617704800005 66.290220196950017 93.770731131900007 41.211223942950006 93.620177476600006 62.041548276350007 87.181320254150009 22.204885925350002 14.351157895250003 62.305017173150013 180.42199898520002 62.837331883000012 115.02030419500001 20.834951278800002 33.349666957650008 15.675366252400002 92.031298721500022 13.544020937350002 16.305380972600002 19.774953757550005 168.72122291465004 33.947667408500003 94.047642319350018 107.97116697695002 18.054957779650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 9 -9 10 -7 12 13 -12 -13 -14 -16 18 20 -20 21 -18 -23 -22 25 -24 27 -27 29 -29
right_child=6 2 -4 -5 -6 7 -8 8 -10 -11 11 14 15 -15 16 -17 17 -19 19 -21 23 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.037077704152162806 0.007844262584028058 -0.032803344874110088 -0.027205825446572664 0.026895238128897728 -0.022973989924533759 0.015162335781196443 -0.033201475265070488 0.03338609872627684 -0.017636712606929797 -0.037602765882229022 -0.031167349282315449 0.043829085173822502 -0.015458385310679473 0.02925332111101709 -0.031758906356113753 -0.072152239132533547 -0.055392729240734351 0.049890921286131179 -0.064119221144058922 0.0068821402839625056 0.055009961873553496 0.048056622965442039 -0.037136372649306262 0.00020544278313675688 0.030066339881583651 0.056943509109722984 -0.039018304786306586 -0.00010614698345872862 -0.028050789097896902 0.036204850615990422
leaf_weight=0.0017555328127425432 0.0010655903346865651 0.0010155386849861467 0.001764953531821877 0.001544330526641712 0.0019957706775261047 0.0055716336597752538 0.0011812521062071295 0.0022049290058703255 0.0010031652605689834 0.00105300462740606 0.0014725143374789687 0.0012505399323572411 0.0010597224895931845 0.0017743119928836926 0.0014535486658360233 0.0012452604155761549 0.0016920410611744865 0.0016710819915601851 0.0010889877310091825 0.0010965115566676786 0.0011669927357615953 0.0010484264747101504 0.001871699284284766 0.0010671581149251652 0.0015273614877671085 0.0012947902525490681 0.0011514540014233845 0.013482087851689806 0.0018312158361872824 0.0013072989135327626
leaf_count=65 35 25 144 32 107 104 213 40 39 50 32 27 21 36 27 33 94 41 26 26 25 35 80 35 29 64 93 1178 86 58
internal_value=-4.50971e-06 0.000532375 -0.000619317 0.00025059 -0.000534724 0.000353817 -0.0137351 0.00103564 0.0174314 -0.000103417 0.000771648 -0.0012555 -0.0180517 0.00185108 0.00148704 -0.0460871 -0.000129734 0.00133924 -0.00139936 -0.0284963 0.000758773 -0.0017295 0.00213199 0.0288322 -1.11905e-05 -0.00220519 0.00122383 0.00381026 -0.000328963 0.00310354
internal_weight=0.0597087 0.0574619 0.0557063 0.0539414 0.052397 0.0504013 0.00224684 0.0493857 0.00320809 0.0461776 0.0451246 0.039553 0.00555181 0.00324683 0.0340012 0.00230498 0.0327507 0.0312971 0.029626 0.0021855 0.0274405 0.0252064 0.0235143 0.00223415 0.0224659 0.0209385 0.0190668 0.0179154 0.0166206 0.0147894
internal_count=2900 2652 2587 2443 2411 2304 248 2279 79 2200 2150 2046 122 68 1924 54 1897 1870 1829 52 1777 1717 1623 60 1588 1559 1479 1386 1322 1236
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=2 12 2 4 6 10 10 3 15 12 17 6 17 12 18 15 19 5 7 7 17 5 7 6 13 15 19 13 7 2
split_gain=4.54769e-05 0.000264077 0.000219459 0.000137979 0.000144596 0.000232718 0.000416853 0.000341167 0.000242129 0.000223765 0.000280707 0.000172864 0.00021058 0.000160954 0.000236158 0.00027201 0.000227919 0.0001923 0.000191222 0.000152749 0.000324114 0.00015714 0.000134806 0.000126364 0.000450815 0.000334388 0.000335073 0.000215657 0.000247512 0.000185163
threshold=125.31286365695001 152.88762959770003 120.54857872840002 227.97173202615002 16.515385879350003 62.057679025150001 62.106071271500007 93.249170254600017 40.301031380450006 195.51336019310003 192.00356210945003 16.565387047600002 194.42005702145002 202.12526968910001 14.385463547100001 25.918792046100005 12.250988447150002 22.120912517600004 24.803585171000005 23.724432465350002 194.18443652075004 22.334016245700003 25.221560561650005 14.835346625500001 107.54907905045002 30.416602988400005 14.051133688400002 104.51649827935002 24.639960683050003 63.69489481965001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 23 -3 5 7 -7 8 -5 -9 -11 -6 -13 14 17 16 -16 -8 19 20 21 -15 -20 24 27 -25 -27 28 -1 -28
right_child=1 3 -4 4 11 6 13 9 -10 10 -12 12 -14 18 15 -17 -18 -19 22 -21 -22 -23 -24 25 -26 26 29 -29 -30 -31
leaf_value=-0.041391170201188397 -0.042678340897110326 0.025940171773711829 0.042508571369353515 0.078337606550204247 -0.047537268940923638 -0.064427884335449881 -0.054380185067588765 0.035934316113674834 0.019289628246761122 -0.052339433073156388 0.013828852808918369 -0.023966560719786961 0.031728836744970186 0.041572529182444529 0.006327098996320224 0.042714508542705101 -0.050404295993906917 -0.00041514413534781243 -0.03635714497649789 0.034513048418465385 -0.043270376039162679 -0.0064251459819390502 2.2911521613076318e-05 0.033343463858017439 -0.050235050925752249 -0.053925770123998712 -0.026791353648112932 0.044590331008918321 0.016739702341985924 0.0093990191315536376
leaf_weight=0.0012126243719561931 0.001542068534623047 0.0018824822869382132 0.0013577421845706586 0.0011585537731910655 0.0014143717343731094 0.0010910163156358397 0.0018700855088654182 0.0010411952534259417 0.0017335360832930746 0.0012737942744244744 0.0012908813195257884 0.0020167927758906763 0.0010233035241310473 0.0016610667875269908 0.0019901228149903777 0.0011723309329667586 0.0010993586034535874 0.0010207384060594848 0.0012238986196962606 0.002918349943458326 0.0010481167847251225 0.0011573476247357245 0.0060707437660298931 0.0034438544234170936 0.0019865110680783449 0.0011287436704630069 0.0016910960161453667 0.0011450210726149379 0.0018497716872507702 0.0086197859739201022
leaf_count=85 132 51 60 23 64 40 74 32 33 73 45 126 31 95 204 59 86 31 56 118 56 46 573 175 89 28 36 38 167 174
internal_value=-6.628e-06 -0.00217484 0.00354021 -0.000398321 -0.00188835 0.000703185 -0.0041449 0.0173584 0.0429439 -0.00316252 -0.0190349 -0.018656 -0.00521936 -0.00104726 -0.0132629 0.00170229 -0.0138602 -0.0353253 0.00515848 0.0172424 0.00420693 0.0218629 -0.00608095 0.00102999 -0.0109725 0.00602496 -0.00219916 0.00756511 -0.00627852 0.00346341
internal_weight=0.0591353 0.0367002 0.0224352 0.0351581 0.0332756 0.0288211 0.0223232 0.00649796 0.00289209 0.00360587 0.00256468 0.00445447 0.0030401 0.0212322 0.00715264 0.00426181 0.00308948 0.00289082 0.0140795 0.00678488 0.00386653 0.00281841 0.00729464 0.0210774 0.00619393 0.0148835 0.0114396 0.00420742 0.0030624 0.0103109
internal_count=2900 2048 852 1916 1865 1644 1438 206 56 150 118 221 157 1398 454 349 290 105 944 315 197 141 629 792 379 413 238 290 252 210
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=5 10 5 17 17 2 4 17 17 17 8 4 4 4 12 5 14 7 5 7 16 14 14 17 7 9 18 16 17 4
split_gain=4.28121e-05 0.000163435 0.000129508 7.06275e-05 0.000201755 7.76556e-05 0.000145963 0.000139782 0.000178557 0.000138182 9.97927e-05 8.94913e-05 0.000244814 0.000133404 0.000119838 0.000185578 0.000184134 0.000308457 0.000249113 0.000183715 0.000156313 0.000219675 0.000199908 0.000299975 0.000135589 0.000514871 0.000190488 0.000302574 0.000258142 0.000245853
threshold=29.040033326300005 60.474177186300004 30.690160697650004 168.75790693355003 174.63059628235001 50.734033752200013 150.90301220960004 179.88087463185005 181.85746889350003 183.40283206635004 8.8430989333000021 158.04546874885003 161.23541642690003 169.78633280640003 114.86856072930001 17.708776378750006 202.65261526855002 22.620341628000002 21.377246852200006 23.633329316050006 22.724946859200003 215.46922788060002 227.57315983240002 193.27174326030004 23.102607264700001 188.78154115175002 13.713893333650001 22.584947186600004 192.00356210945003 248.34582299520005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7 -8 -9 -10 11 -11 -13 -14 15 -15 17 -16 19 -19 21 -18 23 -23 25 -24 27 -26 -29 -28
right_child=2 3 -4 4 5 6 7 8 9 10 -12 12 13 14 16 -17 20 18 -20 -21 -22 22 24 -25 26 -27 29 28 -30 -31
leaf_value=-0.038613313215897199 0.038272576656265128 -0.022427203630136925 -0.0062460962719267134 0.030532007049474043 0.025856058682899669 -0.036777897731907809 -0.03443401941812925 0.03931451603690353 -0.030840301801485306 0.029464694748187831 -0.02363932666929983 -0.046315791248015117 0.028579820419998039 0.0055709573728397362 -0.023488059825102006 -0.046096684261615901 -0.032896421437014198 -0.013597374478294864 0.076434169118008377 0.041944437138229616 0.032958462029087358 0.059526165840326765 0.014398778844537913 -0.0073574935347730649 0.049484878696169216 -0.054243758621369244 -0.042679900846302708 -0.039364112961968796 0.018495076259745842 -0.00047928284426928223
leaf_weight=0.0011088071164501298 0.0011207657120861233 0.0013494426342191201 0.0015671655087589587 0.0021799232568511786 0.0010914467117402104 0.0011214340828615823 0.0011703082876946052 0.0011592317686763822 0.0014466204119639023 0.0011127296003410258 0.0016425085126220698 0.0010777304661253586 0.0018009265795577703 0.001447084572005152 0.0011740930130823548 0.0013378670417396599 0.0021269530117890038 0.0010403647185146525 0.0010520630125938624 0.00139281350744902 0.001343344161142567 0.0013539932663100265 0.002292988351959434 0.0013285354207999145 0.0018905283181673864 0.0020875552472007803 0.0015246539986024056 0.0011353679172643183 0.0024034519153470768 0.014601184065251408
leaf_count=158 66 238 99 103 20 31 104 53 62 29 61 27 50 67 20 39 100 21 19 47 27 29 148 53 28 86 85 26 58 946
internal_value=-1.04859e-05 -0.000604351 0.0123165 0.000166326 0.000737963 -0.000531663 -0.00110694 -0.000289606 0.000546846 -0.000417271 0.000557132 0.00147025 0.000735776 0.00196259 0.000750039 -0.0192497 0.00226573 0.0208422 0.035776 0.0181962 -0.000431624 -0.00189053 0.000413875 0.0264017 -0.00227404 -0.0183129 0.000985455 0.0171866 -6.80239e-05 -0.00446924
internal_weight=0.0584819 0.055794 0.00268793 0.0546851 0.0533357 0.0511558 0.0500643 0.0489429 0.0477726 0.0466134 0.0451667 0.0435242 0.0424115 0.0413338 0.0395328 0.00278495 0.0367479 0.00465933 0.00348524 0.00243318 0.0320886 0.0307452 0.0286183 0.00268253 0.0259357 0.00438054 0.0215552 0.00542935 0.00353882 0.0161258
internal_count=2900 2735 165 2577 2339 2236 2216 2185 2081 2028 1966 1905 1876 1849 1799 106 1693 107 87 68 1586 1559 1459 82 1377 234 1143 112 84 1031
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=8 6 15 15 6 9 9 16 13 16 10 9 9 15 16 7 16 5 7 9 9 7 12 4 13 4 13 15 13 6
split_gain=4.31341e-05 8.49208e-05 7.77335e-05 7.04166e-05 0.000193368 0.000232848 0.000389281 0.000104991 0.0001381 9.73422e-05 0.000256691 8.94255e-05 0.000294155 0.000151722 0.000304868 0.000309417 0.000274199 0.000253052 0.000197481 0.000142396 0.000161642 0.000195861 0.000163861 0.0001481 0.00020517 0.000302777 0.000217323 0.000209186 8.68094e-05 8.48423e-05
threshold=9.5425530862500008 17.765415086100003 46.574831689400007 42.670190152050004 16.405383309150004 197.89372115420002 192.09062119805003 22.674946976100003 117.61735474900001 22.644947046300004 62.025417527550012 204.09084027260005 203.09362050815002 34.761639995350009 20.044953126200003 25.027970878050002 17.654958715000003 21.850554661550003 26.752366550650006 202.37225149245003 201.2906445504 24.550696209100003 88.918697887850016 163.60960442095003 117.59584708395001 233.74578482015002 117.55283175385001 40.128253618400009 101.53768667075001 16.405383309150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 6 -6 9 -9 11 -11 12 19 14 15 -13 18 -15 28 20 22 -22 -1 -24 26 -26 27 29 -17 -25
right_child=-2 -3 -4 4 5 -7 -8 8 -10 10 -12 13 -14 17 -16 16 -18 -19 -20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.028379962469700842 0.014640539897964381 -0.029162454133302373 -0.023008087620204839 -0.021813485860665671 0.039216675044614867 0.053129763820590176 -0.041653503149927273 0.0080187874013395912 -0.039668986864794434 0.048037938356956862 -0.016634065055089978 -0.051651002957935357 0.054637510750159428 -0.053833270308828562 0.047387159044976458 0.021161989355600513 0.034952545846484002 0.0088672091477474107 -0.047855862414740984 -0.032142022727506707 0.053867578287659285 -0.0046856098572888747 0.030379222319398463 0.0055765576473377557 -0.06806177844941072 0.0074940600765010055 0.044665654740628238 -0.039032200153279059 -0.017392763283263248 -0.011927008868804122
leaf_weight=0.001951886372621117 0.0019431146645590416 0.0010159835785496568 0.0014284710892296651 0.0012999142162553939 0.0013395958903874572 0.0015330591711049113 0.0010712123335544499 0.0010180973458773215 0.0015049025669284788 0.0014025949527649564 0.0010912064831245516 0.0013839990150654735 0.0010273201392384515 0.001631438194386152 0.0010932581647296047 0.0012053802121665402 0.0016683449402705719 0.0010631301257617576 0.0011689517689242798 0.0012999931199266434 0.0012510599650283885 0.0010513713971887217 0.0016797427490855268 0.01681872751757962 0.0010539197078553988 0.0010676858951886303 0.0011588779712656391 0.001277684538081302 0.0011328575109846861 0.0033150613988665789
leaf_count=77 67 136 123 59 34 31 26 25 33 26 25 68 33 79 42 64 80 27 176 40 19 35 36 1185 46 28 20 29 71 160
internal_value=-6.66504e-06 -0.000514849 1.44408e-05 0.000628448 0.0116348 0.0226594 0.00328303 -0.000566041 -0.0204257 0.000528107 0.0197396 -0.000578332 0.00196819 -0.00868828 -0.001503 -0.00965137 0.00157982 -0.0290951 -0.0142953 0.000273393 0.00164934 0.0271301 -0.000421998 0.0016473 -0.000307278 -0.0300387 0.00248747 0.00020461 0.00248252 0.00269457
internal_weight=0.0579488 0.0560057 0.0549897 0.0535613 0.00524378 0.00394387 0.00241081 0.0483175 0.002523 0.0457945 0.0024938 0.0433007 0.0329533 0.0103474 0.00765279 0.00655953 0.00517553 0.00269457 0.00350719 0.031926 0.030626 0.00230243 0.0283236 0.0263717 0.024692 0.00212161 0.0225704 0.0214115 0.00233824 0.0201338
internal_count=2900 2833 2697 2574 150 91 60 2424 58 2366 51 2315 1708 607 501 459 391 106 311 1675 1635 54 1581 1504 1468 74 1394 1374 135 1345
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=15 16 16 16 6 15 19 16 16 16 9 2 16 16 15 15 13 16 19 16 0 3 13 5 5 8 17 8 0 13
split_gain=4.24319e-05 0.000145029 0.000217208 0.000134772 0.000147226 5.63368e-05 0.000115713 9.88442e-05 0.000194745 0.000235353 0.000714303 0.000215442 0.000134321 0.000136992 0.000190338 0.000244749 0.000147582 0.000124023 0.000287032 0.000231819 0.000280722 0.000295625 0.000105987 0.000304486 0.000138437 0.000439796 0.000174192 0.00012659 0.000328795 0.000414849
threshold=11.325487309600001 9.6249774926000011 11.934972090850001 13.039969506900002 5.1551204485500008 19.112687623850004 11.850956171350001 15.164964537700001 15.919962772200003 17.844958270700005 191.87997069285004 187.77144079505004 18.094957686100003 18.594956516900002 27.576031546750006 26.285853065250006 109.41218053485001 19.214955067100004 13.751109481500002 19.974953289850003 91.410264893400026 89.227236891450005 113.96105169155001 19.812684199800003 21.042547594650003 8.543332867800002 193.92177542215003 8.543332867800002 86.20003303655001 117.68187774410002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -10 -9 -11 -14 15 -15 -16 -18 -19 -20 21 -21 -23 -24 25 26 -25 -26 29 -29
right_child=1 2 3 4 5 6 7 8 9 12 -12 -13 13 14 16 -17 17 18 19 20 -22 22 23 24 27 -27 -28 28 -30 -31
leaf_value=-0.020403199728463672 0.036142308740529462 -0.043692748590563893 0.027998833920169698 -0.036481235146284395 -0.015896517065402908 0.030661377205922886 -0.02404858076237899 0.0057025681365898261 0.01335510408504023 0.037175426664638432 -0.090263439281886751 0.063644740326711552 -0.029869971102699594 0.00080516259308342818 -0.030333064861049936 0.061742124005577582 0.026847523155243577 -0.048907009836823848 0.044128374309455098 0.046679240731761273 -0.050970826606792731 -0.028704235107827498 0.052543735457299748 -0.017764930767032328 0.0075373960205880166 0.025535861347479386 -0.067889133551883016 0.037719426553926315 -0.037800970104835574 -0.021272370964366166
leaf_weight=0.0010021943097023164 0.0011101270890729103 0.0011332198141790198 0.0017307558021083308 0.0011047931744727893 0.0020336972687147173 0.001288405826432421 0.0016121385454710554 0.001757446613495083 0.0016364955323964194 0.0010240421209477537 0.0011210084920096897 0.0010107944025712357 0.0014322717450367733 0.0015145604794181275 0.0015645344800625507 0.0011669493602317615 0.0017704846164603013 0.0011725108321909419 0.0012251228990258758 0.0013848182868798622 0.0010529194770754194 0.0012857051585797299 0.0010860944603692238 0.0014650693470628076 0.013587583445293594 0.0015110361575629838 0.0013161803352188528 0.0022661317314110604 0.002545783347834174 0.0025151765829036776
leaf_count=279 90 242 126 220 125 43 93 64 149 37 131 41 153 62 92 37 44 49 23 45 48 23 26 31 340 31 30 83 65 78
internal_value=-7.09322e-06 0.000355167 -0.000363042 0.000543193 -0.000362764 0.00041437 0.00108704 0.00029362 0.00113914 -0.000492228 -0.028769 0.0268595 0.00141481 0.000496157 0.00162787 0.0273239 -0.000299565 0.00107498 -0.000332731 0.00149028 -0.000249992 0.00159387 -0.000670007 0.000700839 -0.00153292 -0.0178915 -0.0414854 0.00182433 -0.00877015 0.00668717
internal_weight=0.0574281 0.0564259 0.0553157 0.0541825 0.0524518 0.051347 0.0493133 0.0480249 0.0464127 0.0436445 0.0027575 0.00276824 0.040887 0.0398629 0.0384307 0.00268151 0.0357492 0.0341846 0.0324141 0.0312416 0.0300165 0.0289636 0.0275788 0.0262931 0.025207 0.00429229 0.00278125 0.0209147 0.00732709 0.00478131
internal_count=2900 2621 2531 2289 2163 1943 1818 1775 1682 1577 280 105 1297 1260 1107 99 1008 916 872 823 800 752 707 684 658 92 61 566 226 161
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=8 8 19 19 7 16 17 10 16 5 18 18 7 2 16 18 5 5 5 7 3 13 18 5 13 16 10 0 5 4
split_gain=4.33451e-05 6.41332e-05 5.93369e-05 6.69432e-05 0.00021406 0.00010047 0.000252943 0.000272307 0.000233917 0.000172705 0.000140618 0.00029333 0.000268084 0.000227408 0.000174765 0.000279817 0.000249353 0.000190543 0.000226327 0.000344109 0.000292465 0.000562697 0.000239106 0.000433636 0.000201108 0.000181338 0.000269611 0.000271914 0.000179948 0.000165934
threshold=9.5425530862500008 8.8430989333000021 14.651182102100002 14.551174033150001 22.892948161350002 22.624947093000003 185.26837593205002 62.057679025150001 22.614947116400003 23.663981639800003 13.5538556217 13.668531103750002 23.124786352450005 103.98563613345001 20.674951653000004 13.832542267500001 21.005083245250002 20.950952025950006 19.302881570050001 24.052187734100006 86.302194445500007 109.57886493895002 14.752187928300001 16.579584939650001 108.61908538635001 18.684956306450005 75.403185184700007 97.835679825150024 15.299679811400003 208.63771838305004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 9 10 -8 12 -12 13 -1 17 -16 -17 18 20 -20 21 22 23 -13 -25 26 -24 -28 -29 -15
right_child=-2 -3 -4 4 -6 6 7 -9 -10 -11 11 14 -14 29 15 16 -18 -19 19 -21 -22 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=0.027588211407341447 0.014727450061815407 -0.018087006188622776 0.018856552447478619 -0.043676539583906694 0.0087757314274513228 -0.030460132199979603 0.042573137747877597 -0.013596245337971886 -0.044481831114485788 0.00052862079617753725 -0.051389177682322346 0.022558030103535031 0.043678284139349884 -0.037902289288401413 0.015541165378592823 -0.080256154220616521 -0.014890573727927165 -0.040071893974817092 0.064527356757824672 -0.0070919326327676425 -0.051682315001007312 0.073581970506253064 -0.045419124065392905 -0.08282682339936287 -0.020850273738780772 0.036122383221029203 0.047942009712327066 0.0041656608927309029 -0.036912764871237576 0.00080501887240360987
leaf_weight=0.0025295073280737984 0.0019274340413403526 0.0020045305319240777 0.0016405499458791431 0.0014029293737041794 0.0017468185893209183 0.0012615972186884664 0.0035133476117152895 0.0019193711790765761 0.0012322246361854547 0.0013533088802243701 0.001246149178053566 0.0011771409417829322 0.0018897483141178681 0.0014260424149156424 0.0012935992246667629 0.0010012039096088943 0.0013991813695675148 0.0010533356158307213 0.0014176433744830233 0.0012735419975143936 0.0010484050177912143 0.0010532876337947519 0.0011844877935711659 0.0010978705879698403 0.0010008874510516463 0.0015606874402198665 0.0012897027457030594 0.0086993577939653982 0.0012153834747134018 0.0049582886891283559
leaf_count=95 67 91 36 33 49 43 71 67 39 51 45 77 36 117 22 40 38 89 51 69 65 19 111 78 34 49 69 896 69 284
internal_value=-1.21692e-05 -0.000529742 0.000135733 -0.000463592 -0.014587 0.000461349 0.0106572 0.0183013 -0.00158751 0.0308815 -0.000225803 -0.00396373 0.009466 0.00221294 -0.00175571 -0.0219501 -0.0421546 0.00147759 0.00346527 0.0306352 -0.000317958 0.00262811 -0.0017105 -0.0260228 -0.0532705 0.00399894 -4.77883e-05 0.00474868 -0.000869875 -0.00784088
internal_weight=0.0568176 0.0548901 0.0528856 0.051245 0.00314975 0.0480953 0.00804762 0.00678603 0.0400477 0.00486666 0.0388155 0.0280119 0.0108036 0.00891384 0.0267657 0.00369398 0.00240039 0.0230717 0.0220184 0.00269119 0.0193272 0.0182788 0.0172255 0.0032759 0.00209876 0.0139496 0.0123889 0.0112044 0.00991474 0.00638433
internal_count=2900 2833 2742 2706 82 2624 232 189 2392 122 2353 1821 532 496 1776 100 78 1676 1587 120 1467 1402 1383 189 112 1194 1145 1034 965 401
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=5 10 19 17 17 2 4 17 17 17 5 13 17 13 17 18 19 0 10 9 2 5 2 13 10 12 9 7 5 13
split_gain=4.07438e-05 0.000128209 9.44394e-05 6.65655e-05 0.000156456 6.86782e-05 0.000110518 9.85362e-05 0.000164679 0.000220365 8.31027e-05 0.000133558 0.000286633 0.000126737 0.000296513 0.000168143 0.000135283 0.00022351 0.000316314 0.000304785 0.000344885 0.000157727 0.000139859 0.000102032 0.000350774 0.000221292 0.000265323 0.000192961 0.000173909 0.000346894
threshold=29.040033326300005 60.474177186300004 13.451085274650001 168.75790693355003 174.63059628235001 50.734033752200013 150.90301220960004 179.88087463185005 182.28951942140003 183.40283206635004 24.779543538450003 117.69263157665002 188.31851043910004 117.61735474900001 190.94194574995001 13.075178189100003 14.651182102100002 87.181320254150009 62.305017173150013 197.33595066125002 182.48209946165005 21.964328598750004 195.80507463585005 112.82921081865001 68.579878449600017 158.37848859105003 205.07255049940002 22.995933042550003 18.483418961650003 109.57886493895002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 -5 -6 -7 -8 -9 -10 11 13 -13 15 -15 -11 17 19 -19 20 21 -17 -21 24 -20 27 -27 -25 29 -26
right_child=2 3 -4 4 5 6 7 8 9 10 -12 12 -14 14 -16 16 -18 18 23 22 -22 -23 -24 25 28 26 -28 -29 -30 -31
leaf_value=-0.034734724222389497 -0.010427626985060662 -0.022021498509294562 0.028029771515550656 0.027509453931372021 0.024847472719966412 -0.033111221600475804 -0.029416878822397147 0.032969181021730028 -0.046903943672535066 0.029675090873176126 -0.023285497339309152 -0.016546332618545805 0.052268548724576806 0.010786175844659674 -0.04652566790248653 -0.0037161013163941104 0.034724991827009964 0.047893459718515018 -0.052857177634346976 -0.067375415608703568 -0.049157171629471169 0.041049395235557458 -0.018289693173351752 0.0068232269896142299 0.00059612946674458725 -0.03150384575563854 0.021386740997485294 0.065800610438350296 -0.022347765816065446 0.061528357326861495
leaf_weight=0.0010789725126538604 0.0010886857855197146 0.0013271827901478591 0.0015443671103474951 0.0020823543364372468 0.0010480126665299841 0.0010503048657177763 0.0011351190711779416 0.0015023906328454064 0.001008535313593093 0.0020096068808562731 0.001434562579842597 0.0010363634346504105 0.001455194584821129 0.00179209649637451 0.0018190043700805347 0.0019048063859372624 0.0010798829329097251 0.0014781190897679144 0.0013325267986643565 0.0013545808087171984 0.0011398589504499415 0.0013413237663721933 0.0010157405918379547 0.0010969371514875084 0.013278048927161334 0.0017638187396187277 0.0020517315937524927 0.0011223568993159461 0.0028059100414180383 0.0010050581240648162
leaf_count=158 91 238 74 103 20 31 104 62 53 53 109 13 32 34 43 35 24 35 65 39 43 30 31 17 1056 30 64 25 171 17
internal_value=-1.56268e-05 -0.000612765 0.0121288 8.88864e-05 0.000662646 -0.000476824 -0.00102958 -0.000312103 0.000408789 -0.000694815 0.000381044 0.00119166 0.023645 -0.00022854 -0.0180833 0.00157344 -9.88208e-05 -0.00124916 0.00297122 -0.0174493 -0.00183543 0.0147813 -0.046341 0.000256161 -0.00344078 0.0115412 -0.00306305 0.0366497 0.000412498 0.00488374
internal_weight=0.0561835 0.0535504 0.00263305 0.0524714 0.0511442 0.0490619 0.0480139 0.0469636 0.0458285 0.0443261 0.0433175 0.041883 0.00249156 0.0393914 0.0036111 0.0357803 0.0337707 0.0326908 0.0259345 0.00675631 0.00438599 0.00324613 0.00237032 0.0244564 0.0184215 0.00603484 0.00381555 0.00221929 0.017089 0.0142831
internal_count=2900 2735 165 2577 2339 2236 2216 2185 2081 2019 1966 1857 45 1812 77 1735 1682 1658 1480 178 108 65 70 1445 1309 136 94 42 1244 1073
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=7 3 3 16 0 7 3 3 6 5 9 4 16 8 7 7 14 18 9 9 19 5 18 3 17 0 13 13 0 6
split_gain=4.1696e-05 0.000230697 8.11215e-05 0.000101946 0.000116756 0.000195877 0.00011353 0.000151851 9.7249e-05 5.93158e-05 0.000233946 8.5189e-05 0.000267739 0.00024265 0.000138053 0.000199706 0.000119223 0.000114964 0.000164755 0.000248393 0.000130526 0.000284286 0.000194418 0.000127249 0.000122009 0.000119612 0.000153009 0.000234073 0.000272492 0.000244647
threshold=19.874819532250005 103.44111502715002 94.92945658615001 22.724946859200003 85.716110573100011 22.446731871300006 93.770731131900007 93.58791597905001 16.455384477450004 2.7861270712500006 38.136666659400014 400.10245230235006 11.934972090850001 5.5456722124000004 22.580174331950005 22.041499846600004 371.52535269000003 17.140917755100002 210.39795333110001 212.89864875025003 12.050972309250001 14.950964152900001 15.287416123250003 81.796338618900009 203.08534335880003 97.152811460000024 107.97116697695002 109.57886493895002 93.442739239950015 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 -1 3 4 5 -2 7 9 -8 -6 -11 12 -12 -13 15 -14 17 18 20 -20 -16 -22 25 -24 -21 26 -23 29 -29 -28
right_child=2 -3 -4 -5 6 -7 8 -9 -10 10 11 13 14 -15 16 -17 -18 -19 19 24 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.036783491375704379 -0.051293805258823794 -0.013167575474184227 -0.021460600338343853 0.026259573821434741 0.024167256952255578 0.0015881911784201121 0.0013327563491462027 -0.03168760944636663 0.043355850984523207 -0.044879915826356767 -0.050107613945574947 0.044088357402571388 -0.0057355305694363184 -0.010420732915801412 0.028630389015154481 0.048507943500775696 -0.028308949273489165 0.030021413887267884 -0.060815545912435133 0.011500921797594765 -0.048578802750927963 0.035956286091371789 0.0058400314807255946 0.054833427318600962 -0.030121405470821469 -0.033705212920484513 -0.067317005253097167 0.00027051379322842522 0.054070247928607311 -0.00079071763816622508
leaf_weight=0.0017388375327815923 0.0011937626150686333 0.0019745121428632988 0.001824123790341462 0.0014368922048026969 0.0010300857180570644 0.001694918271987542 0.0010875884978913666 0.0015218876535756159 0.0011155345699354058 0.001135832057700222 0.0010456882668958408 0.0016205183750366272 0.001287106445229994 0.001646335508023497 0.0017692246562039165 0.0014359373304539957 0.0014788664618776625 0.0012863735228492148 0.0010621203411275834 0.0018335781735643458 0.0011256842931306457 0.0012213430585055187 0.0010046178586389223 0.0011224093177012451 0.0011434790556896779 0.0010044725655840017 0.0010122250060055965 0.015585200690334589 0.0010019677852142186 0.0012178656677193089
leaf_count=65 43 199 193 32 169 102 21 68 24 244 276 73 52 135 82 38 66 73 61 85 122 30 37 39 69 40 100 311 18 33
internal_value=-1.41258e-05 0.0102228 -0.000745918 7.97235e-06 -0.000766825 -0.0202656 0.000463102 -0.000656215 0.0226108 0.000466325 -0.000128546 0.00114523 -0.000234443 0.0166184 0.00123081 0.0228686 -0.00056176 0.000745461 -0.000505522 -0.0192982 0.00240669 0.000497077 0.00288135 0.0316933 -0.00448609 -3.09502e-05 0.00165704 -0.000569174 0.00352035 -0.0309866
internal_weight=0.055659 0.00371335 0.0519456 0.0501215 0.0486846 0.00288868 0.0457959 0.0435928 0.00220312 0.0420709 0.0410408 0.039905 0.0366382 0.00326685 0.0355925 0.00272304 0.0328694 0.0313906 0.0301042 0.00403918 0.026065 0.0242958 0.0231701 0.00212703 0.00297706 0.0210431 0.0200386 0.0188173 0.0165872 0.00223009
internal_count=2900 264 2636 2443 2411 145 2266 2221 45 2153 1984 1740 1532 208 1256 90 1166 1100 1027 215 812 730 608 76 154 532 492 462 329 133
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=0 3 13 10 5 5 3 18 18 18 0 6 16 12 9 9 10 8 5 15 0 5 19 9 18 18 5 5 4 18
split_gain=4.60348e-05 0.000101987 0.000127248 9.89955e-05 0.000202086 0.000156373 9.79728e-05 0.000104194 0.00027396 0.00019874 0.000123144 0.000143234 0.000206952 0.000119655 0.000131808 0.000443696 0.000206942 0.000296139 0.000194469 0.000275485 0.000245056 0.000184524 0.000226245 0.0003385 0.000184489 0.000227416 0.000213479 0.000148569 0.000184343 0.000409353
threshold=113.28087178455002 70.077349628250019 92.138837046750012 82.570614560500005 12.294714844000003 13.361597395450001 79.47351079420001 14.732667293750003 14.504139642200002 14.905453256700001 96.249489528150022 13.665319288000001 15.164964537700001 327.98456567570003 201.2906445504 202.37225149245003 62.837331883000012 8.543332867800002 26.907574285750005 40.128253618400009 86.692020874450009 17.886193876600004 14.551174033150001 190.77452831370002 14.322090334300002 13.901940775400002 19.500380888400006 22.504913082700003 248.34582299520005 12.993406580100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 -7 8 13 -9 -11 -12 -13 14 21 -16 18 -18 19 -17 -21 -8 24 -24 25 26 -23 -28 29 -29
right_child=-2 2 3 -5 5 6 7 9 -10 10 11 12 -14 -15 15 16 17 -19 -20 20 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.031429684674029963 -0.018839242322009148 -0.03359757485195488 -0.03609084466535175 0.02673717768031595 0.031221545622921645 -0.023435009569240415 -0.032471934004208863 0.04651610422005964 -0.039248278784736024 -0.019263967702811982 -0.014262982692814608 -0.0090771063850469871 0.04610292632057756 -0.029645932641445938 0.058014286227794365 -0.066684162173711301 -0.018690571569977488 0.044800213685927036 0.025862880935082856 -0.034512430445076993 0.031755505850653003 0.041538298057760666 0.014410209910524361 -0.050021316338194122 0.044472050196064775 -0.038020830213558933 -0.0072238387752163015 -0.00052076849400139959 -0.0020331741259231604 0.067522395178787512
leaf_weight=0.0010406693957987828 0.0012692499687268132 0.0011155573928062967 0.0015207385213874469 0.0014031672854010182 0.0016463032406512914 0.0017375943119120876 0.0018434639289637211 0.0013409110288903365 0.0018141586665480066 0.0016555612959759216 0.0013298276769518891 0.0010885478791653469 0.0018095476332806726 0.0012652108253844987 0.001703782679754795 0.0010532385711875536 0.0011753872373629903 0.0019591391298482974 0.0010000837013635078 0.0012420694850976549 0.0010132636289199581 0.0014653314021211275 0.0013795684774304253 0.0019938038806759373 0.0010809573205974856 0.0013218852720402177 0.0088258552660064327 0.0020867024974544606 0.0044788117236464284 0.0015342208060154933
leaf_count=118 304 180 192 126 64 128 51 61 87 130 82 28 70 95 29 41 37 85 25 49 18 44 30 56 31 55 208 201 219 56
internal_value=-1.49907e-05 0.000428079 -0.000181973 0.000538089 -0.000191802 0.000925872 -0.000130844 0.000759873 -0.00132107 0.0117738 0.00385564 0.0129088 0.0253769 0.000568021 0.00165533 0.0119805 0.00144317 0.0209924 -0.0127788 -0.024459 -0.00473994 -0.00197567 0.000350583 -0.0236715 0.00424769 0.00204197 0.00492157 0.00175148 0.0115314 0.0283098
internal_weight=0.0551946 0.0539254 0.0528847 0.0517691 0.050366 0.0488452 0.0471989 0.0454613 0.0382369 0.0072244 0.00588348 0.00422792 0.0028981 0.0364228 0.0351576 0.00914696 0.00744318 0.00313453 0.00430866 0.00330857 0.00225533 0.0260106 0.0241671 0.00337337 0.0207938 0.0197128 0.0183909 0.0169256 0.00809974 0.00362092
internal_count=2900 2596 2478 2298 2172 1980 1916 1788 1417 371 310 180 98 1330 1235 284 255 122 133 108 67 951 900 86 814 783 728 684 476 257
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=7 7 7 10 0 10 2 7 17 7 7 7 7 18 0 18 15 13 6 3 5 17 17 17 17 17 7 7 3 16
split_gain=4.63762e-05 0.000105802 0.000176557 0.000110259 0.000203549 0.000199242 0.000209821 0.000146513 8.89784e-05 0.000106754 0.000256442 0.000163239 0.000229125 0.000208551 0.000170617 0.000160418 0.000143814 0.00015063 0.000231415 0.000168296 0.000107068 0.000227597 0.000247726 0.000192845 0.000301126 0.000320965 0.00018339 0.000145026 0.000163356 0.000318163
threshold=27.952168727600004 27.406980840450004 26.752366550650006 78.220689305400015 98.615332683000005 78.820215468450016 219.74617996645003 26.038885134450002 212.33270692945004 25.582719811950003 25.256598800350002 24.891451065550005 24.639960683050003 14.643918747750002 95.002044955650021 14.445615684650003 21.724651858600001 106.77211465075001 14.835346625500001 86.302194445500007 29.040033326300005 173.06150329755005 182.28951942140003 184.59783591905003 186.52991945525002 188.07781354100004 22.580174331950005 22.765858321950002 88.727183679150016 20.834951278800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 13 15 -13 16 -1 -18 -19 -20 21 -21 -23 -24 -25 -26 -27 -28 -29 -30
right_child=-2 -3 -4 5 -6 6 -8 -9 -10 -11 -12 14 -14 -15 -16 -17 17 18 19 20 -22 22 23 24 25 26 27 28 29 -31
leaf_value=-0.028328234174265901 -0.017096538423765167 0.032443029251458276 -0.037114487335172419 0.054727312839252862 -0.041110460582533453 -0.040910212138329689 0.032892317637266071 0.011578016445250187 0.028905806675680878 -0.031547234881247888 0.043743008231326402 -0.054254938613558013 0.034958382130733948 -0.038648915444384591 0.0014757851404535896 0.039816294747405639 0.029241939858337986 -0.03927878463847239 0.038939581368386197 -0.042301128266309496 0.020939689300350187 0.040959740529618184 -0.039645085040737944 0.044175913234931162 -0.040740279710852478 0.030482271963414659 -0.029422103710296091 -0.03676068229928002 0.05698986160406018 -0.00064382553540341561
leaf_weight=0.0017958212163160505 0.0015433334615882954 0.0010163188003701187 0.0012598937564025905 0.0010107719005363327 0.0012136580639434116 0.0011073216946711206 0.0015242031521623955 0.0010232143072408661 0.0010683719384323434 0.001066933095190791 0.0013273947820834483 0.0011405850138679193 0.0018471084150650787 0.0014244109554577824 0.0010597052471652546 0.0010019865642302761 0.001754506845731695 0.0014937701140501107 0.0011281708891601695 0.0013420695858245039 0.0021677727269572731 0.001392450136902478 0.0013157894711678273 0.0014284632103972591 0.0020623980482065976 0.0018751827431284221 0.001786564705113707 0.0010841039181386227 0.0010319516609627053 0.013338704426475312
leaf_count=217 363 77 121 52 152 170 86 73 56 72 54 49 61 90 40 51 78 81 20 103 140 49 46 43 58 58 46 29 29 336
internal_value=-8.37755e-06 0.000488381 -0.00013528 0.000781602 -0.000699525 0.0154318 0.0045641 -0.0157021 0.00039196 -0.000302507 0.000476392 -0.000908459 0.000576588 -0.00112036 -0.0274139 0.00036454 -0.000764966 0.000725873 -0.00086509 0.00105058 -0.000432321 -0.00217027 -4.27907e-05 -0.00242935 -0.000263325 -0.00326064 0.00078288 -0.00244725 0.000671028 0.00349483
internal_weight=0.0546329 0.0530896 0.0520733 0.0508134 0.0461479 0.00466551 0.00365474 0.00213054 0.0449342 0.0438658 0.0427989 0.0414715 0.0392712 0.0374241 0.00220029 0.0359997 0.0349977 0.0332019 0.0314474 0.0299536 0.0288255 0.0266577 0.0253156 0.0239232 0.0226074 0.0211789 0.0191165 0.0172413 0.0154548 0.0143707
internal_count=2900 2537 2460 2339 1958 381 329 243 1806 1750 1678 1624 1535 1474 89 1384 1333 1116 1038 957 937 797 694 645 599 556 498 440 394 365
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=15 15 16 10 6 19 16 16 16 9 18 7 7 6 16 17 0 10 3 8 3 7 18 19 18 18 16 16 6 18
split_gain=4.45315e-05 0.00010942 0.000193988 0.000130646 0.000195334 0.000118118 0.000160121 0.000125236 0.00017741 0.000482633 0.000163643 0.000131373 0.000162915 0.00010097 0.00014194 0.0002392 0.000240978 0.000183611 0.00025524 0.000154332 8.95738e-05 8.86314e-05 0.000174529 0.000601286 0.000291987 0.000185806 0.000141184 0.000292289 0.000228802 0.00018457
threshold=11.896459116400001 13.612549286700002 12.024971880400001 86.858705278550005 6.9451622726000011 11.850956171350001 14.994964935250001 15.919962772200003 17.844958270700005 191.07475275385002 15.150044688000003 25.396105459650006 25.067667658500003 14.475338213950002 19.214955067100004 174.0368807394 94.047642319350018 66.697957758300021 89.227236891450005 8.2435668022500028 82.979260196300018 24.292705381350004 13.713893333650001 14.451165964200003 13.601370067700001 13.512826932300003 22.554947256700004 21.979948601300006 16.375382608200002 13.3584252364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 10 9 -9 -8 12 13 -10 15 -15 -17 18 -16 -19 -13 22 24 -24 25 26 27 -20 -28 -30
right_child=1 2 3 -5 5 6 7 8 11 -11 -12 20 -14 14 17 16 -18 19 21 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.018726096410943822 0.030169154439142278 -0.040561188193373274 -0.036434793287529611 0.035137900011794253 0.022817937164181488 -0.031331034770263999 -0.0048806388467050408 0.013541130587343667 -0.02526921449766047 -0.077314845682595917 0.04031081082907767 0.046173764573524595 -0.035811144382516244 -0.017816581514137397 0.048719233680471659 0.07634164389100824 0.0091598314994527676 -0.0013744167825583858 0.0024134777193298602 -0.050953756988322212 0.0064051739956177802 0.022188474183729462 -0.077246114121630405 0.012149900275619463 0.042999710586398385 -0.029999565395017809 -0.04343922714002834 0.060338062178078224 0.0060847066116577683 -0.02837800589380662
leaf_weight=0.0012417237838175518 0.001209107807037652 0.0011675854747274844 0.0014351972390185532 0.0010761365923583335 0.002360365707067962 0.0015869207776839566 0.001459161587000323 0.0013076018103410558 0.0014110028448518696 0.0010575181519405508 0.0017772256923258567 0.0010335266823933132 0.0012497411378360806 0.0010123903627235155 0.0011351255349438842 0.0010200576292109798 0.0011203027157864476 0.0012663972387976221 0.0034629534422704099 0.0012451680836926826 0.0012530260267334821 0.0017303485934103682 0.0012452762811762108 0.0019009338587659434 0.0016060421681842732 0.0020294206077672286 0.001282328853241972 0.0011639374812666414 0.010439564488242787 0.0018258378533267559
leaf_count=303 108 231 227 79 127 123 72 145 69 132 63 49 60 83 33 32 46 36 119 49 79 53 30 52 32 51 41 28 300 48
internal_value=-7.2085e-06 0.000432428 -0.000263548 0.000668273 -8.23539e-05 0.00100499 -0.000123565 0.00100108 -0.000500929 -0.0270834 0.0199357 0.00113491 -0.000335559 0.000934899 0.00203906 0.0222337 0.0411775 -5.99052e-05 0.00227769 -0.0259546 0.0243807 0.000302285 -0.0012152 -0.0232332 0.00196101 -0.0013012 0.00190332 0.0169849 -0.00324743 0.000954559
internal_weight=0.0541119 0.0528702 0.0516611 0.0504935 0.0494174 0.0479822 0.0456218 0.0440349 0.0407985 0.00236512 0.00323639 0.0384334 0.0361468 0.0348971 0.0334861 0.00315275 0.00214036 0.0303333 0.0278218 0.00251157 0.00228655 0.0266866 0.0249563 0.00314621 0.0218101 0.020204 0.0181746 0.00462689 0.0135477 0.0122654
internal_count=2900 2597 2489 2258 2179 1952 1825 1702 1567 277 135 1290 1162 1102 1033 161 78 872 787 85 128 754 701 82 619 587 536 147 389 348
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=0 3 13 10 5 5 3 10 2 6 10 15 7 18 18 18 14 9 9 18 5 7 18 9 7 2 14 10 10 6
split_gain=4.26362e-05 8.89123e-05 0.000107389 7.61178e-05 0.000141291 0.000140482 8.72481e-05 9.29082e-05 0.000209131 0.000191051 0.000142582 0.000136797 0.000123074 0.000181755 0.000266947 0.000134854 0.000108482 0.000121493 0.00031271 0.000191465 0.00017781 0.000252689 0.000359947 0.000165471 0.000439549 0.000368151 0.000170745 0.000310941 0.000144813 0.000291077
threshold=113.28087178455002 70.077349628250019 92.138837046750012 82.570614560500005 12.294714844000003 13.361597395450001 79.47351079420001 74.986474174450009 198.68761053240004 14.185331438000002 71.225321249950014 26.744537432900007 25.396105459650006 14.504139642200002 14.371157440600003 14.732667293750003 384.93581166080008 201.2906445504 202.37225149245003 14.047116609550001 20.717225865800003 24.252468908850002 13.668531103750002 198.78883073475004 23.539316666200005 161.80523719825001 288.97088492840004 61.971648364950006 65.727424373200009 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 -4 -6 -7 10 9 -9 12 -12 13 14 16 -15 17 19 -19 23 -20 22 -22 24 26 -25 28 -28 29 -8
right_child=-2 2 3 -5 5 6 7 8 -10 -11 11 -13 -14 15 -16 -17 -18 18 20 -21 21 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.029826991780272823 -0.018351417510325541 -0.031372768034720382 -0.03068075003774123 0.023878733618673917 0.029804464756666905 -0.022604003461386066 0.055626435521616814 -0.017694365105973348 0.050450169604766615 0.035416860137319116 -0.052105334714561538 -0.0049458034956736847 0.029690114957478638 -0.050111254198244776 0.046927064444571481 -0.0016165705817100748 -0.026659577819689546 0.05502842081110812 0.035003557613029264 -0.044038388275866508 1.3729061408737377e-05 0.037197164691108502 -0.068325698979360069 -0.064352391215209512 0.059037754603570559 0.014496926157021917 0.010669639993301939 -0.066504512685482908 -0.025628114677543581 0.0011260764260463381
leaf_weight=0.0010086068306747664 0.0012381168055483815 0.001078707839927368 0.0014685459495906985 0.0013569321782170842 0.0016145882320062191 0.0016758248952961205 0.0010567561704820779 0.0019493547489388688 0.0011821027713683208 0.0010379114533757283 0.0010181341014775793 0.0015537752042805719 0.0014117575625378345 0.0012339023343697414 0.0012431081380628864 0.0010712716588018589 0.0014888094309841718 0.0013749862371241761 0.0013386622827109562 0.0010677631917012367 0.0030462162580281033 0.0010762965749790965 0.0010317627500029403 0.0012060874984456396 0.0012781337598717349 0.0011632765998401962 0.0010279091963844287 0.0010609211280676223 0.0017161765982380952 0.013485235899539837
leaf_count=118 304 180 192 126 64 128 47 95 44 30 84 122 68 55 40 64 96 23 40 41 116 29 31 24 26 27 61 72 50 503
internal_value=-1.01221e-05 0.000423883 -0.000154042 0.000516309 -0.000132253 0.000813986 -0.000208102 0.000642563 0.0148474 0.000758878 -0.000839885 -0.0236147 0.000727164 -0.000409665 0.00145058 -0.0275746 -0.000293217 0.000975915 0.0117061 -0.00268478 0.00253183 -0.00590168 -0.0172767 -0.000677194 0.0023366 -0.0256401 -0.00161345 -0.0285273 0.0018444 0.00508658
internal_weight=0.0535616 0.0523235 0.0513149 0.0502362 0.0488793 0.0474107 0.0457961 0.0441203 0.00416937 0.00298727 0.0399509 0.00257191 0.037379 0.0359673 0.0336621 0.00230517 0.032419 0.0309302 0.00786792 0.0230623 0.00649294 0.00515428 0.00407798 0.0219945 0.0196251 0.00236936 0.018347 0.00208883 0.0162582 0.014542
internal_count=2900 2596 2478 2298 2172 1980 1916 1788 169 125 1619 206 1413 1345 1226 119 1186 1090 239 851 216 176 147 810 759 51 733 133 600 550
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=7 7 7 10 0 10 2 7 17 7 7 7 7 3 3 0 18 5 5 7 10 9 5 2 17 2 18 17 12 9
split_gain=4.16927e-05 7.72043e-05 0.000187603 8.80961e-05 0.000153266 0.000150908 0.000190664 0.000119197 6.53058e-05 0.000106626 0.000206833 0.00012227 0.000177844 0.000182414 0.000190186 0.000151861 0.000101971 0.000207513 0.000237861 0.000153083 0.000217001 0.000221623 0.000231256 0.000162694 0.000161462 0.000125704 0.000163161 0.000250115 0.00023992 0.000144089
threshold=27.952168727600004 27.266563853300003 26.752366550650006 78.220689305400015 98.615332683000005 78.962703749400006 219.74617996645003 25.852307279700003 212.33270692945004 25.582719811950003 25.256598800350002 24.891451065550005 24.639960683050003 82.866344954800013 84.431027586750005 95.002044955650021 13.954623666350001 19.221712148250003 20.717225865800003 23.345877066950003 62.837331883000012 201.78065190905002 21.850554661550003 236.44570625245004 195.10209338440004 212.09517851770002 13.512826932300003 195.10209338440004 210.82411864625001 193.32717468205001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 13 -1 -15 -13 19 -18 -19 23 21 22 -21 25 -23 26 27 28 -16 -28
right_child=-2 -3 -4 5 -6 6 -8 -9 -10 -11 -12 15 -14 14 16 -17 17 18 -20 20 -22 24 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.032784332205732021 -0.016431947630809143 0.025344901812131927 -0.042863603229773291 0.048315671593339195 -0.03628253830174738 -0.040044813652473026 0.031675494961670977 0.0082746054851828132 0.025157821585424473 -0.031996028112687667 0.040463770690728408 -0.05065845439321684 0.031510289082130542 0.042289035937970343 0.0012591331910979417 0.0031526439936483603 -0.041215924731457632 0.033773245631509262 -0.020746823223535469 -0.0076554955513951466 0.053619338372854486 0.011662127845368559 0.045856399479220947 -0.041492305495452637 -0.041953172307933578 0.033378478320250489 -0.056152923835150338 0.049183455008376314 -0.044604810642650192 -0.0029063017651253988
leaf_weight=0.0017123656326658429 0.0015025221802838834 0.0012179426063183554 0.0010069922148711321 0.0010003984174229456 0.0011725818912983179 0.0010045961636808189 0.0014767610423267463 0.0010380793835271518 0.0010362511696135881 0.0010323357986764111 0.0012582846259819999 0.0010670136249891623 0.0017730456951152709 0.0010633047074684243 0.015437627008794658 0.0010313870923965851 0.0017818621433250683 0.0013334815687602586 0.0020010464587257859 0.0014069743728758457 0.0011877916429057223 0.0010307626668060732 0.0018957316282453007 0.0010157560667909673 0.0012342564714008519 0.0010401294972434407 0.0010009282334481747 0.0010073257941130001 0.0012315642166695088 0.0010324182436782237
leaf_count=51 363 99 99 58 152 148 84 91 56 72 54 49 61 53 619 40 123 58 86 29 26 30 40 118 42 53 45 22 52 27
internal_value=-1.17587e-05 0.000467034 -0.000135216 0.000737474 -0.000605401 0.0140432 0.00430125 -0.0154891 0.000353846 -0.000249863 0.000539023 -0.000708017 0.000583438 -0.000922459 0.000649808 -0.0242097 -0.000666431 -0.013666 0.00105581 0.00166554 0.0148159 0.00653772 0.02306 -0.00241598 -0.017554 -0.00050311 -0.00229111 0.000794733 -0.00212942 -0.0291173
internal_weight=0.0530315 0.051529 0.0503111 0.0493041 0.0447842 0.00451984 0.00351944 0.00204268 0.0436116 0.0425754 0.0415431 0.0402848 0.0381864 0.0364133 0.034701 0.0020984 0.0336377 0.00511639 0.00333453 0.0285213 0.00675552 0.00556773 0.00330271 0.0217657 0.00226502 0.02075 0.0197099 0.0176765 0.0166692 0.00203335
internal_count=2900 2537 2438 2339 1958 381 323 239 1806 1750 1678 1624 1535 1474 1423 89 1370 267 144 1103 167 141 69 936 72 818 765 693 671 72
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=7 3 3 16 3 7 19 12 0 6 16 8 2 15 16 14 10 17 16 6 0 13 9 0 6 7 17 16 4 4
split_gain=4.63469e-05 0.000200977 7.59403e-05 0.00011383 0.000175415 0.000124964 0.000220307 0.000163932 0.000153459 0.000253773 0.000242097 0.000195476 0.000172521 0.000127483 0.000120323 0.000302286 0.000175265 0.000460256 0.000341849 0.000193012 0.00035892 0.000128518 0.000217636 0.000128596 0.000116128 0.000104493 0.000125132 0.00010879 0.000283179 0.000260053
threshold=19.874819532250005 103.44111502715002 94.92945658615001 22.704946905950003 93.932038619750017 22.580174331950005 14.451165964200003 98.870599058600007 86.345209775600011 16.435384010100005 22.614947116400003 8.3434888241000014 168.00535644525004 38.842471172100005 22.554947256700004 275.11403443770007 64.434276012450013 196.91396350930003 20.834951278800002 15.675366252400002 92.313586825200005 109.72404167800001 197.19111486365003 94.776214472700005 11.945279099550001 23.669449516850005 179.88087463185005 9.6249774926000011 368.42487879595006 309.48890441440005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 7 -2 9 -7 14 -12 -11 -13 16 -16 17 -10 19 20 -18 23 -23 -22 -9 -25 -27 -28 29 -29
right_child=2 -3 -4 -5 -6 8 -8 24 10 12 11 13 -14 -15 15 -17 18 -19 -20 -21 21 22 -24 25 -26 26 27 28 -30 -31
leaf_value=0.03628103660426292 -0.028223122350302634 -0.011156730993264025 -0.021037384476056912 0.023851341723720377 -0.033851529125718136 -0.05029526707019108 0.051127971961079099 -0.0077156608157829005 0.06846938789174406 0.019964734560140845 0.058433375476424104 -0.016573634167192416 -0.023245643982717501 0.029820544244814329 -0.060003801382548919 0.0042176628656577534 -0.05386222411116251 -0.010102674838758211 -0.05348622557542481 0.03174807360118069 -0.027088153169177582 -0.0070205117011864536 0.056393109392799873 0.029894353903905952 0.030960658707995914 -0.034993098867766574 0.024963776543121846 -0.0046394121053536892 -0.050195465809428276 0.038576189478890251
leaf_weight=0.0016730668553170858 0.0011892619181803682 0.0019157301769123732 0.0017891051064247215 0.0019121416256469006 0.0015743555239754797 0.0016466948257968196 0.0012458104065729003 0.0013086703533943603 0.0012669202234033552 0.0017287058443571368 0.0011836786479761932 0.0010856135313588311 0.0019849121799293441 0.0013033302361691312 0.0012101593702027449 0.0018585146694146681 0.0012972916399111014 0.0018115309945585523 0.0012755859830235741 0.0017376038039957067 0.0018805949195848928 0.0011273646136942253 0.0010409250015257498 0.0011306134287845113 0.0019084803580741161 0.0010449061279469577 0.0016484199419259946 0.0079850442507440056 0.0011210695230195128 0.0016865580673057568
leaf_count=65 28 199 193 49 101 55 27 123 25 39 29 20 80 36 20 46 60 46 36 58 158 23 26 57 88 210 198 538 160 107
internal_value=-1.1034e-05 0.0109584 -0.000814705 -4.80839e-05 -0.00105728 0.000123956 0.0139983 0.00350078 -0.00193672 -0.0176199 0.000634475 0.0252027 -0.00313102 0.00873752 -0.00237939 -0.0211087 -0.000173467 0.0222332 -0.00317564 -0.000218303 -0.00300072 0.000534258 0.0234223 -0.002474 0.0152279 0.00069289 -0.00175525 0.00103634 -0.00261821 0.00289663
internal_weight=0.0525727 0.0035888 0.0489839 0.0471948 0.0452826 0.0437083 0.00565222 0.00440641 0.038056 0.00536031 0.0326957 0.00357262 0.00371362 0.00238894 0.0291231 0.00306867 0.0260544 0.00307845 0.022976 0.0217004 0.0199628 0.0186655 0.00216829 0.0164972 0.00321715 0.0146166 0.013486 0.0124411 0.0107927 0.0096716
internal_count=2900 264 2636 2443 2394 2293 266 239 2027 174 1853 85 119 56 1768 66 1702 71 1631 1595 1537 1477 49 1428 211 1270 1213 1003 805 645
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=15 16 18 15 18 15 9 7 18 16 0 18 17 18 18 7 13 14 3 18 2 7 6 3 17 7 18 0 5 7
split_gain=4.84597e-05 9.4175e-05 0.000101923 0.00025673 0.00021023 0.000135673 8.76035e-05 9.55029e-05 0.000166563 0.000152269 0.000264553 9.01576e-05 0.000401878 0.000130805 9.1526e-05 0.000167918 0.000163824 0.000123762 9.80256e-05 0.000145461 0.000110474 0.00026771 0.000180762 0.000256857 0.000310274 0.000165309 0.000278315 0.000243563 0.000257534 0.000214404
threshold=11.896459116400001 10.664975060650002 16.255760498500003 18.511678081400003 15.946034773700001 20.937157557000003 223.24918598180003 24.891451065550005 15.232298661650001 18.294957218400004 93.679323555450011 14.504139642200002 191.19232825540004 14.371157440600003 14.194363735100003 23.974509389900003 117.38883580790001 348.95507676460005 86.302194445500007 13.849588037450003 103.98563613345001 22.862300195000003 16.585387514950003 94.319176590550015 184.59783591905003 23.124786352450005 13.3584252364 87.181320254150009 22.732890661650003 22.862300195000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 6 -5 7 8 11 -9 -11 13 -13 14 15 17 -17 18 -3 20 21 -20 23 24 -22 29 -27 28 -28 -26
right_child=1 2 3 5 -6 -7 -8 9 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.019687016379732795 0.028802437505016688 0.023185020272269978 -0.05624348688051433 0.019167653689791442 0.040106185614688705 -0.021280466429479131 0.026765211961622522 -0.038789917976310817 0.039719399992991761 -0.038174093845256052 0.023751346003773256 0.024053919839008689 -0.052613256188502738 0.028634576210922042 -0.021226026241458931 0.051045783110492342 0.0020386731877261688 -0.034234450403460411 0.001348386243243992 -0.034098003413279725 -0.050390974448670703 0.048801362570322242 -0.031465902432490631 0.035296910803000563 0.003169667141647136 0.056873689136045735 -0.043070720241970374 0.037724166148805471 0.016425236007866915 -0.038832946617643825
leaf_weight=0.001221990198627578 0.0011463106643940365 0.0017294472860228663 0.0011122071397713781 0.0016859831787251478 0.0013494069888111406 0.0016319842273888052 0.0011925887251513769 0.0016391044359528326 0.0010750364913689739 0.0011380191303731468 0.0017519183836379511 0.0012580686807770322 0.0014976125362452242 0.001652784336323542 0.0019469946462079132 0.0012708945507631233 0.001472374776990415 0.0010888257613148244 0.0066379735889388544 0.0012927721340061085 0.0013667065698862073 0.0014482677923979281 0.0021512730742260329 0.0017668238413626408 0.0032823614482554303 0.0011238399630144613 0.0015428124501966067 0.001250898843863979 0.0013768084835239502 0.0019297960487235227
leaf_count=303 156 80 176 84 67 145 45 170 63 46 92 77 127 65 89 42 41 94 211 49 70 32 215 71 106 24 30 26 39 65
internal_value=-8.33961e-06 0.000464937 -0.000189135 -0.0146648 0.00122861 -0.000727266 3.31501e-05 -0.000713613 0.000915772 -0.014443 -0.000634072 -0.000209014 -0.0176119 0.00118785 -0.000200306 0.00113176 0.0247426 -0.00118242 0.00015543 -0.00142693 0.000341941 0.00984734 -0.00452548 -0.000276504 -0.00557009 0.000260289 0.0127061 0.000804091 -0.0150142 -0.0123818
internal_weight=0.0520319 0.0508099 0.0496636 0.00443017 0.0452334 0.00331797 0.043884 0.0426914 0.0381624 0.00452904 0.00288994 0.0370873 0.00275568 0.0343317 0.0326789 0.0307319 0.00274327 0.0279886 0.0268998 0.0251703 0.0238776 0.00808624 0.0157913 0.01364 0.0118732 0.0105065 0.00529436 0.00417052 0.00291962 0.00521216
internal_count=2900 2597 2441 405 2036 229 1969 1924 1616 308 138 1553 204 1349 1284 1195 83 1112 1018 938 889 243 646 431 360 290 119 95 69 171
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=18 3 7 18 18 18 4 18 19 19 15 10 16 16 6 16 13 9 2 6 7 18 4 12 15 5 14 4 6 14
split_gain=4.28287e-05 9.15393e-05 7.95569e-05 6.16559e-05 0.000192204 0.000116776 9.08335e-05 0.000139384 0.000326148 0.000132099 0.000111644 0.000352592 0.000224365 0.000342959 0.000222054 0.000197221 0.0001449 0.000333987 0.00013887 0.000130943 0.000116795 0.000103203 8.23984e-05 0.000262556 0.000248576 0.000242329 0.000217057 0.000120334 0.000138516 0.00020675
threshold=11.904475184000002 96.988815514050017 20.940097048150005 12.949570119650001 12.868666868750003 13.030213775350001 155.77228353875003 13.197799034350002 14.351157895250003 14.451165964200003 41.211223942950006 61.987779113750001 22.604947139800004 22.554947256700004 16.355382140900002 22.584947186600004 115.02030419500001 202.64563922830004 199.66651340635002 16.285380505300001 24.122256664450003 13.5308213324 237.11242894575003 150.89336347300005 31.385732506450001 18.310380701750002 255.20937898730003 165.01827963435002 14.185331438000002 184.91519437525002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -10 11 -9 13 16 20 -16 19 -18 -17 22 -12 -14 23 24 25 27 -24 -13 29 -29
right_child=1 -3 3 5 -6 6 7 10 9 -11 14 12 21 -15 15 18 17 -19 -20 -21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.013067375443452468 0.021263871529039427 -0.026112048929340482 0.0066814396016149679 0.028620944432373466 -0.041216296694367313 0.024025896353915648 -0.063248314144836157 -0.060553006963894401 0.023978787037362136 -0.02498278339173296 -0.039115265962745623 -0.026938451552527526 0.0085462019169141833 -0.045792557026094499 0.056067974776430711 0.032163598439914738 0.05998891417313662 -0.016997504007854002 -0.009002599741006815 -0.037163693943643918 0.0083583216270273087 0.051111493414533332 -0.044970942358129318 0.04976870187572429 -0.037054938886493423 0.051850429113963363 -0.0014693515773739655 0.029347191280527749 0.03050435556460071 -0.027465883207742965
leaf_weight=0.0023885282913906824 0.0017104161854535954 0.0013719810376926133 0.0019790937977151937 0.0014115208165754586 0.001452761199238004 0.0014418700922966881 0.0011844254298328258 0.0010055212967326954 0.0012122035892223864 0.0010103233872936213 0.0010324458767919473 0.0012920376139385764 0.0011407797749143347 0.0017416597171890083 0.0013618456520798359 0.0015791907708083697 0.0012130037719373368 0.0010524168912489085 0.0017033471858378798 0.0010287143448296779 0.0010405014453972355 0.0011376816256358779 0.0012863736820127288 0.001212918749006091 0.0014884866979723022 0.0010657427015122872 0.010586519862217945 0.0010268984800089198 0.0016654241266074177 0.0017025167206369679
leaf_count=156 106 213 51 49 40 51 45 30 33 38 37 55 24 44 31 40 26 35 64 45 54 35 119 43 56 27 1028 53 66 206
internal_value=-9.25157e-06 -0.00064488 8.6603e-05 -0.000699869 -0.0135945 0.000338325 -0.000630341 -0.00152424 -0.0208651 0.00172168 0.000287813 -0.00234968 -0.000306303 -0.00290831 0.0119283 0.0240751 0.000125268 0.0242243 0.010802 -0.00231683 -0.0152862 0.0297999 -0.00063597 0.00632974 -6.35727e-05 0.00809047 -0.00618255 -0.000110314 0.00777688 -0.00609088
internal_weight=0.0515272 0.0491386 0.0477666 0.0460562 0.00343185 0.0426244 0.0412128 0.039771 0.00340695 0.00222253 0.036364 0.0296467 0.0286412 0.0263627 0.00671733 0.00464438 0.0246211 0.00226542 0.00328254 0.0223556 0.00207295 0.00227846 0.0213269 0.00945403 0.00824111 0.00675262 0.0118729 0.00568688 0.00439484 0.00272942
internal_count=2900 2744 2531 2425 91 2334 2285 2234 116 71 2118 1892 1862 1803 226 135 1759 61 104 1698 91 59 1653 506 463 407 1147 380 325 259
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=6 8 12 16 14 8 6 13 10 16 3 8 7 7 7 17 17 15 17 8 4 9 12 13 9 6 7 17 16 9
split_gain=3.94933e-05 5.66547e-05 0.00011263 6.26792e-05 8.78503e-05 0.000131979 7.23949e-05 0.000305969 0.000313161 9.29441e-05 0.000319795 8.82096e-05 8.25594e-05 0.000294767 0.000230595 0.000196869 0.000230933 0.000259051 0.000200983 0.000217855 0.000161019 0.000197947 0.0001566 0.000193649 0.000146032 0.000133001 0.000203608 0.000194137 0.000247463 0.000174313
threshold=20.305474434200004 8.8430989333000021 105.35624869990001 22.744946812400002 148.72666206180003 8.7431769115000026 16.535386346650004 117.61735474900001 62.009286778800011 22.644947046300004 93.394346993650018 8.6432548896500023 24.176224535650004 24.639960683050003 23.789355599150003 196.27545234990001 191.89151741935004 38.842471172100005 190.02287710315002 8.4434108459500017 208.63771838305004 185.90443620030001 226.84167522285003 110.96342087615001 193.06224578400005 13.665319288000001 25.481538055850002 201.18214207610001 16.514961380800003 206.08249486475003
decision_type=2 2 2 2 2 2 2 2 2 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 -8 11 -11 12 14 -14 15 16 18 -18 19 20 21 -6 23 -16 -17 26 -15 -28 -29 -27
right_child=-2 2 -4 -5 5 -7 7 -9 -10 10 -12 -13 13 25 22 24 17 -19 -20 -21 -22 -23 -24 -25 -26 29 27 28 -30 -31
leaf_value=-0.024678572045090642 0.017565890983812667 0.0098836882775223817 -0.033989702416386769 0.019975990652565365 -0.057299743155011996 0.032382746881111847 0.042659948583190055 -0.049302350938491064 -0.024991290140439187 0.048154483491108076 -0.012650629717023588 -0.025621495447038501 -0.035731568204056367 -0.044758865584326256 0.03683919611699174 -0.049148123601596927 0.0042258675281592259 0.0644991062019388 -0.036472308253197715 0.040996472529703752 0.0068143249279979615 0.0046526922177853591 0.0565606139767936 -0.020301335204474899 -0.0015776132940050821 0.031519703457087565 0.014729534490795549 -0.047501154655402548 0.015179473209004308 -0.0036336068504370005
leaf_weight=0.0014391571509904241 0.0012473941623767351 0.001013520116569743 0.0013843445041606117 0.001567028096417288 0.0010595158292949344 0.0012557584144055048 0.0012949076116645637 0.0014956337269524662 0.001450971364916169 0.0016602949910975431 0.0018056035024957562 0.0013635104122686195 0.0026044803514016423 0.0012361823853745749 0.0014025445868757194 0.0013140222512011274 0.0017359920413979604 0.0012101637756572997 0.0015152857941514615 0.0012823423458051602 0.0043153424398152118 0.00100489150975136 0.0012220309348078828 0.0010276741083998786 0.0012680558266880857 0.0026249610242228272 0.0035951276178949297 0.001500862393526689 0.0010853346250974116 0.0030490697525174144
leaf_count=41 25 39 94 35 83 41 158 91 57 50 78 59 156 145 56 73 66 33 46 36 294 25 33 21 32 90 390 307 80 166
internal_value=-8.73576e-06 -0.000449082 -0.0154455 0.000309765 -0.000362817 0.000425685 -0.000504878 -0.0129103 0.00691183 0.000848345 0.0164773 -0.000681083 0.000317526 -0.00500743 0.00487038 -0.000715001 0.0046247 0.0289837 -0.00319512 0.00338591 -0.00417389 -0.0271432 0.0273597 0.012676 -0.0257863 0.00110494 -0.0077106 -0.000301446 -0.0211963 0.0126293
internal_weight=0.051032 0.0497846 0.00239786 0.0473867 0.0458197 0.0443806 0.0431248 0.00424151 0.00274588 0.0388833 0.0034659 0.0354174 0.0340539 0.015696 0.0183579 0.0147056 0.0121235 0.00294616 0.00917738 0.00766209 0.00637975 0.00206441 0.00365225 0.00243022 0.00258208 0.0130915 0.00741751 0.00618132 0.0025862 0.00567403
internal_count=2900 2875 133 2742 2707 2666 2625 306 215 2319 128 2191 2132 1334 798 688 583 99 484 438 402 108 110 77 105 1178 922 777 387 256
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=2 4 12 6 5 19 15 17 18 17 17 7 9 4 6 10 3 6 18 18 7 8 7 16 10 5 6 15 10 0
split_gain=4.52788e-05 0.000165424 0.000128077 0.000114076 0.000324046 0.000211122 0.000183339 0.000126445 0.000278062 0.000226396 0.000276942 0.000184039 0.000104578 8.69128e-05 0.000117789 0.000165833 0.000251472 0.000242639 0.000174606 0.000181207 0.000196992 0.000183645 0.000164003 0.000173087 0.000158813 0.000153003 0.000138288 0.000108819 0.000130362 0.000108199
threshold=122.26439358135001 220.3182238473 139.31809447045003 14.835346625500001 16.579584939650001 12.651020723000002 30.416602988400005 196.65693750130004 13.228319457400001 188.54236693505001 186.52991945525002 22.087764922150004 195.51131808980003 227.97173202615002 16.515385879350003 62.057679025150001 93.308316333450009 16.435384010100005 13.878370392300001 13.482409244300003 23.608704471050004 8.2435668022500028 22.708075280250004 22.584947186600004 61.944763783650011 20.165068834500001 16.565387047600002 32.393814985100008 75.403185184700007 98.615332683000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 12 8 9 10 11 -8 -5 -3 15 16 17 -15 19 21 -21 -17 -20 25 -18 27 -16 28 -24 -30
right_child=1 13 -4 6 -6 -7 7 -9 -10 -11 -12 -13 -14 14 26 18 24 -19 22 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.033547057427566494 -0.0375881073070694 0.020761686782820081 0.031628085943512484 0.01080032682112343 -0.039924126353833134 -0.022664063283694746 -0.016115426867487053 0.026915851385346225 -0.045008084840346817 0.03555732211519904 -0.043657332295438521 0.032757085082843154 0.049272751491421109 0.012016620556918219 -0.04573029101128185 0.024446035506409003 0.020382959104028646 0.07392072237635261 0.031232431052880219 -0.073559786299208521 -0.012908039835147884 -0.0304542167896662 -0.032669232945738938 0.030680057483280111 -0.026039949159587551 -0.034113324385942743 -0.0055465453575996616 0.026142360525977282 0.026937282920213679 -0.0054835749036182191
leaf_weight=0.0016923653260036203 0.0012740225430165888 0.0017599424090930507 0.0015319861125782088 0.0014975723380269224 0.0022033928204832076 0.0011040834889951001 0.0014829344403013422 0.0014474437941558449 0.0014337046119408114 0.0016524654829481733 0.0014537857038590118 0.0016038500533852584 0.0013376498332259568 0.001483352882995166 0.0012447376019796156 0.0012484841208990644 0.0013893627343928329 0.0011047292307218015 0.0016325118993198986 0.0010356110441233591 0.0011089081468398376 0.0011901122653134345 0.0014754208988856411 0.0014174998700298156 0.001569257544626855 0.0016945352813177205 0.0027451712266439773 0.0012367090581992821 0.0012322082924294264 0.0062536099935241521
leaf_count=153 109 65 50 114 125 88 42 37 36 38 28 42 63 37 64 60 66 21 94 70 28 48 117 47 82 124 157 58 89 748
internal_value=-7.74737e-06 -0.00227661 0.00394112 0.00143267 -0.0112439 0.011354 0.00675458 -0.000180837 -0.00532339 0.00386372 -0.00767064 0.00927805 0.0289515 -0.000817028 -0.00212379 0.000415857 0.0156748 0.0384405 -0.00391879 -0.0209937 -0.0421974 -0.00234703 0.00131838 -0.00235067 -0.00423984 -0.0062877 -0.0180827 -0.00166408 -0.00550155 -0.000146917
internal_weight=0.0505374 0.0320962 0.0184412 0.0169092 0.00499984 0.00279645 0.0119094 0.00907418 0.00762674 0.00619304 0.00454057 0.00308678 0.00283522 0.0308222 0.0290622 0.0250723 0.0055467 0.00258808 0.0195256 0.00458312 0.00214452 0.0024386 0.0149425 0.01331 0.00295862 0.0118925 0.00398991 0.0101979 0.00896124 0.00748582
internal_count=2900 2084 816 766 366 241 400 223 186 150 112 84 177 1975 1910 1689 206 58 1483 206 98 108 1277 1183 148 1136 221 1012 954 837
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=2 12 2 4 9 19 8 17 17 13 7 15 7 10 0 12 9 2 17 3 13 6 5 5 5 12 14 17 18 15
split_gain=3.76698e-05 0.000182221 0.00015384 0.000112318 0.000117338 0.000101761 0.000135059 0.000203805 0.000265886 0.000286577 0.000122394 0.000104636 0.000317726 0.000145084 8.45423e-05 7.90733e-05 8.32771e-05 0.000112455 0.000104892 0.000213644 0.000231519 0.000144545 0.000172096 0.000208455 0.000182646 0.000115886 0.000155173 0.000296992 0.000234822 0.000182468
threshold=125.31286365695001 152.88762959770003 120.54857872840002 206.65670169075003 211.28556348310002 14.551174033150001 8.3434888241000014 193.92177542215003 177.83257937300002 117.56358558635002 24.005763052250003 32.895435401150003 23.046547257250005 61.944763783650011 93.972365491700018 158.37848859105003 223.24918598180003 347.55895130095001 171.87233581170003 94.507368659650012 117.69263157665002 16.515385879350003 24.301614351200005 23.606333875400001 23.151456684850004 202.12526968910001 315.57679249195007 200.39804233735001 14.708525021850003 39.466660082200001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -10 12 -8 -13 -9 -3 17 18 -17 20 21 22 23 24 25 -20 27 29 -28 -27
right_child=1 15 -4 -5 -6 -7 11 14 9 -11 -12 13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.026322365767658357 -0.038425587116478886 0.026105602389573542 0.038738432898926395 -0.031207434603424851 -0.024439842123497351 -0.01675334160887048 -0.029016296579671769 0.044404834009746999 -0.059923142968179459 0.018672756917128011 -0.017124067149620028 0.0039674334361544869 0.038963793369583999 0.049778079396862615 0.0063809544339909043 0.017911548978147812 0.01973933773095167 -0.03506035635316973 -0.014398069969115412 -0.048145727368649222 0.041251618133342223 -0.03272106709240425 0.037860069174985106 -0.048112407788831163 0.038604053439963426 0.050121929846115978 -0.039805126710768829 -0.016053108759044865 0.0055688447127121383 -0.00071944793458033306
leaf_weight=0.0013987922191826957 0.0013244613900319077 0.0010750877349341428 0.0011647601238561059 0.0010075073011221727 0.0014065297496779474 0.0017722846866874429 0.0013258193398442142 0.001116143494620303 0.0015852159773545316 0.0010933043695100508 0.0011550256804920278 0.0010819814981459785 0.0014280854621174788 0.0019147851860452647 0.0012281611097990641 0.0024969092694451895 0.001733456999793311 0.0010433902092699216 0.0064641927045641584 0.0010315213393735428 0.0011937653796962868 0.0016195118262648479 0.0010443750776264081 0.0010068298216464452 0.0010754891899791277 0.0021687043130061432 0.0017150713429410556 0.0019296911018360507 0.0034050570089918151 0.0010465761044553129
leaf_count=144 132 60 60 109 81 45 29 27 67 25 58 24 65 50 68 218 121 117 373 66 30 73 89 44 25 106 95 107 363 29
internal_value=-8.28351e-06 -0.00212503 0.00354721 0.00120678 0.0031853 0.00575858 0.00875225 -1.79931e-05 -0.0109961 -0.0246129 -0.0418831 0.0203072 0.00623597 0.0332382 0.0244844 -0.00052505 -0.00151317 -0.00286555 -0.00158331 -0.00363712 -0.00161184 -0.0039945 -0.00165148 -0.00384507 -0.00134183 -0.00390986 0.00269483 0.0149601 -0.00962991 0.033573
internal_weight=0.0500525 0.0313741 0.0186784 0.0175136 0.0165061 0.0150996 0.0133273 0.00757664 0.00523234 0.00383355 0.00274024 0.00575067 0.0027539 0.00299677 0.0023443 0.0300496 0.0289745 0.0272411 0.0261977 0.0237008 0.0226693 0.0214755 0.019856 0.0188116 0.0178048 0.0167293 0.0102651 0.00514497 0.00512013 0.00321528
internal_count=2900 2048 852 792 683 602 557 389 294 150 125 168 94 74 95 1916 1856 1735 1618 1400 1334 1304 1231 1142 1098 1073 700 242 458 135
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=6 13 16 15 16 15 9 13 15 16 14 5 5 5 9 9 15 4 15 10 10 10 10 19 15 16 15 6 8 0
split_gain=4.36423e-05 4.87337e-05 8.22041e-05 9.92732e-05 9.73235e-05 6.31331e-05 0.000229264 9.63338e-05 0.000199709 0.000138011 0.000125806 7.60526e-05 0.000332708 0.000233119 0.000255726 0.000188176 0.000151269 0.000336161 0.000152363 0.000237112 0.000317051 0.000127149 0.000143012 0.000141666 0.00019006 0.000148166 0.00018676 0.000119853 0.00013184 0.000230539
threshold=20.305474434200004 117.99105042915001 22.724946859200003 45.169600924000008 22.614947116400003 42.670190152050004 197.89372115420002 117.61735474900001 41.211223942950006 22.654947022900004 185.55247316590001 20.950952025950006 21.197160116700001 19.915533535850003 199.02473417820002 190.24759545780003 31.385732506450001 215.80501386120002 29.712811603950005 68.214248143850014 70.026268923800004 70.865067860500019 71.429644067900014 12.651020723000002 24.200063469100005 15.444963882950001 22.384853640850004 15.415360177400002 8.543332867800002 86.345209775600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 7 -7 9 10 11 -9 13 -13 16 15 -15 18 -18 19 -1 -21 -22 -23 25 -25 26 -24 -14 29 -29
right_child=-2 -3 -4 4 -6 6 -8 8 -10 -11 -12 12 27 14 -16 -17 17 -19 -20 20 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.045137520554748435 0.018582986623383313 -0.019416783015548379 0.027392521623332451 0.00015315892073758001 -0.041432110146813403 -0.012664484879433533 0.046471402708739534 -0.0078648336449406199 0.019089872423426475 0.029639920195360658 -0.05536298101928732 -0.05531589737520394 -0.028218806022480964 0.013538998883170408 -0.012436222766041866 0.071290842263685428 -0.059059176204201952 0.010920430600447464 0.031159051250749088 0.050662285665672914 -0.032876799844916503 0.037422428318236223 0.0064155524063865378 -0.042402482529147946 0.0045104033189900536 0.040384858150664296 -0.037186199459263415 -0.0087666607025965355 -0.016503391961112304 0.029688542392783557
leaf_weight=0.0011209712525277983 0.0012314938270634448 0.001321887893707927 0.0010745788929562563 0.00110314112805294 0.0011489100746764668 0.0013768768611854838 0.0012514768066269803 0.0010249483266306916 0.0010516118775285577 0.0016040927880567315 0.0012230367343200044 0.0012718983857684099 0.0013960721504777474 0.0010000397419354093 0.0011048834245773187 0.0012945601893417091 0.0013322672960662798 0.0014160615279570354 0.0016479344082036542 0.001256184760232564 0.0011997978198309356 0.0010030504831139994 0.0068443235578128682 0.0017346236323491368 0.0017197862054598723 0.0010340668694079911 0.0011470003113631388 0.0030284298628622894 0.0024111251136892942 0.0032128610729813545
leaf_count=57 25 107 28 66 100 44 46 24 20 42 30 40 125 46 65 31 53 74 78 38 52 39 804 194 119 64 74 266 86 63
internal_value=-6.90132e-06 -0.00048033 5.18715e-05 -0.000587373 -0.021062 0.000467584 0.0154928 -0.000493756 -0.0168799 0.000937362 -0.0337066 -0.00033535 -0.00712939 0.00275898 0.0270892 0.0461213 -0.00109588 -0.0230026 0.0021224 -0.000682472 0.00244403 -0.00168132 0.00109468 -0.00182513 -0.0190468 0.00476635 0.000157362 -0.00103013 0.00335677 0.0110291
internal_weight=0.049588 0.0483565 0.0470346 0.04596 0.00225205 0.043708 0.00262835 0.0410796 0.0032996 0.03778 0.00224799 0.0361759 0.0113204 0.0248556 0.00339948 0.0022946 0.0214561 0.00274833 0.0187077 0.0170598 0.0159388 0.0146826 0.0134829 0.0124798 0.00345441 0.00902539 0.00799132 0.0100485 0.00865242 0.00624129
internal_count=2900 2875 2768 2740 166 2574 90 2484 74 2410 54 2368 580 1788 142 77 1646 127 1519 1441 1384 1346 1294 1255 313 942 878 540 415 329
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=9 9 3 0 0 5 13 4 15 19 4 18 5 2 5 0 15 6 0 7 19 14 18 12 18 6 6 16 6 13
split_gain=4.61229e-05 0.000145078 0.000119762 0.000102064 0.000124848 0.000181209 9.78916e-05 0.000231676 0.000109176 9.38518e-05 9.48053e-05 0.000125678 0.000146232 9.92895e-05 9.06282e-05 0.000192062 0.000225582 0.000108624 0.000193755 0.000146531 0.000123223 0.000122473 0.000407781 0.000258941 0.000211939 0.000181892 0.000143104 0.000223105 0.00014315 0.000214605
threshold=187.70546222865002 185.90443620030001 76.884525614550014 101.83879398140002 98.615332683000005 16.222050829800004 117.68187774410002 207.98441978950004 34.098324821200009 13.351077205700003 376.98468903265001 16.083212871900006 20.766972852450003 320.53023526985004 27.955576342550007 85.716110573100011 42.670190152050004 14.685343120700002 96.055920542800024 25.113507579400004 14.651182102100002 202.65261526855002 13.197799034350002 121.97235442175001 13.228319457400001 16.315381206250006 16.515385879350003 22.654947022900004 16.445384243750002 117.48293184245001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 4 5 -4 7 8 -1 10 11 12 -9 -12 15 16 -7 18 -17 -20 21 23 -23 24 -19 -26 27 28 29 -24
right_child=2 -3 3 -5 -6 14 -8 9 -10 -11 13 -13 -14 -15 -16 17 -18 20 19 -21 -22 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0063717088332469959 -0.035979662928195454 0.033495197631972215 0.03231860767819527 0.030389752529023858 -0.026750055279140119 -0.062911323770587529 0.026752283776660554 0.017195357374632604 -0.048426452828458005 0.02509389315377682 0.034390520819494751 -0.037710297843899281 -0.024085680685881117 -0.0066036343801643988 0.024842889624650047 -0.040803321638696911 -0.0010484510052936678 0.026390832227490044 -0.018490243347747213 0.028774458336665028 0.032444631858133732 -0.060525518704542092 0.0023320779245337812 0.044717568940637435 0.0012452922194828393 -0.051143494032535319 -0.027416690535538732 0.045643479057274505 0.025327995460117405 -0.03809862574166234
leaf_weight=0.0011570252876916725 0.0010062273880104547 0.0015646278797191446 0.0016049066767998025 0.0010068926193067531 0.0019090043557054388 0.0011295408938801776 0.0013474280562844896 0.0021961120043668984 0.0013233232675702311 0.0019540870732678711 0.0013538598351641171 0.0010882316554567673 0.001408434422686222 0.0010483081089746589 0.0011890528905784499 0.0017619150541292724 0.0012327558255704662 0.0017979943768295916 0.0015197743607586744 0.0011539812916061543 0.0012628525412310401 0.0012116959423807633 0.0060629786931385883 0.0017261001307815604 0.0018704421193298515 0.00102640433804152 0.001618941336685554 0.0011725376201869872 0.0017391116477563084 0.0016757082964531378
leaf_count=173 237 55 50 47 176 74 81 219 26 96 142 235 158 131 33 152 86 34 43 61 29 51 200 40 54 33 50 43 54 37
internal_value=-7.02621e-06 0.00474146 -0.00198446 -0.000968588 -0.00193518 -0.000394975 0.00124766 -0.00173304 -0.0288089 0.00568848 0.000343849 -0.00792659 0.00106527 0.0165006 -0.00219597 -0.00334574 -0.0306284 -0.000828211 -0.015057 0.001909 0.00215383 0.000231758 -0.00518215 0.0115984 -0.0005781 -0.017317 0.000283476 0.00449414 -0.000596619 -0.00642265
internal_weight=0.0491203 0.0144414 0.0346788 0.0336726 0.0326657 0.0307567 0.0128768 0.0115294 0.00248035 0.00904903 0.00709495 0.00469278 0.00360455 0.00240217 0.0291518 0.0279627 0.0023623 0.0256004 0.00443567 0.00267376 0.0211648 0.0199019 0.013481 0.00642094 0.00469484 0.00289685 0.0122693 0.0106503 0.0094778 0.00773869
internal_count=2900 1316 1584 1347 1300 1124 1261 1180 199 981 885 612 377 273 1074 1041 160 881 256 104 625 596 435 161 121 87 384 334 291 237
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=0 3 13 18 18 7 16 10 12 5 9 16 18 3 16 13 3 13 3 4 7 17 17 17 7 10 15 5 18 18
split_gain=3.7955e-05 6.98732e-05 8.89284e-05 0.000246946 0.000149262 6.47047e-05 6.15556e-05 0.00017516 0.000165286 0.000147976 0.000115565 0.000177333 0.000149873 0.000273385 0.000144243 0.00019506 0.000252536 0.00011353 0.000111288 0.000118435 7.56445e-05 0.000136812 0.000106727 0.000177693 0.000146365 0.00016711 0.000178085 0.000167237 0.000147725 0.000288061
threshold=113.28087178455002 70.523633677900008 95.99139754765001 16.118666550000004 17.327266398450003 26.520549809950001 15.919962772200003 72.496961945650014 236.87735968945 16.579584939650001 52.394053035900008 18.594956516900002 15.042884401850001 85.622014538550019 19.214955067100004 112.82921081865001 89.227236891450005 108.61908538635001 81.70761950055001 214.97661128770002 21.118786167550002 183.40283206635004 186.52991945525002 188.07781354100004 22.580174331950005 64.434276012450013 34.279674133750014 21.125470787600005 13.24392582145 13.3584252364
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 8 10 9 18 -8 17 13 -13 -15 -16 -17 -12 19 -4 -18 -22 -23 -24 -25 26 -26 -28 -29 -30
right_child=-2 2 4 -5 -6 -7 7 -9 -10 -11 11 12 -14 14 15 16 20 -19 -20 -21 21 22 23 24 25 -27 27 28 29 -31
leaf_value=0.026256603727158229 -0.017814998975055753 0.0081743224731036478 0.022646199371224168 -0.05664953265702502 0.037680059901669699 -0.024471297471042555 0.033539532770028004 -0.040631587025231522 0.038868219816969508 -0.029432349671599963 -0.048000690586254113 -0.048079991699614841 0.03289826914093865 0.032233221537529624 -0.030395429705794588 0.047843322359389533 0.016917443711639359 -0.0038778463749655971 0.038975424477113267 -0.024172965621410542 -0.030056833546708697 0.022856432554903022 -0.03075608308943319 0.029058407195390379 0.041872192747494742 -0.036615056439699444 -0.028296311863412728 -0.024322414099584442 0.04491055722412364 -0.00045929342732140027
leaf_weight=0.0010246355975347459 0.0011687764259252697 0.0014115381206703239 0.0010618330778177105 0.0010068539168552187 0.001075352204557233 0.0010573106284066372 0.0010129194740574046 0.0010801516705059846 0.0014880427534050226 0.00121162713094771 0.0012425267006682349 0.0011503557874514838 0.0014268603762204171 0.0014621909007293118 0.0019608034517615272 0.0011637261212840136 0.0024274935382489161 0.0010989080753444731 0.0010140671379423871 0.0011000301243605827 0.0015776044754442315 0.0019344732870266853 0.001905002709518106 0.0017256226687325541 0.0010119318122439056 0.0012556852575471575 0.0019946932720120722 0.0016415657318108517 0.0017343739269215447 0.0072462388587201223
leaf_count=130 304 155 58 196 52 77 41 188 65 150 114 75 53 64 75 42 101 182 39 63 52 68 59 57 33 27 55 61 47 217
internal_value=-1.20855e-05 0.000425929 -0.000143502 -0.0188139 0.000881259 -3.93114e-05 0.000576786 -0.000970008 0.010068 0.000300431 0.000254953 -0.000737819 0.00122862 -0.000268089 0.00162578 3.042e-06 0.00232971 -0.0272925 0.0116436 -0.001177 0.000163847 -0.00168247 0.000506497 -0.00182864 0.00148903 -0.00170721 0.00150901 -0.0017283 0.00326079 0.00830272
internal_weight=0.0486732 0.0475044 0.0464798 0.00241839 0.0440614 0.042986 0.0419287 0.0360531 0.0058756 0.00438756 0.034973 0.0339601 0.0316186 0.0301918 0.0290414 0.0275792 0.0256184 0.00234143 0.00317593 0.00216186 0.0244547 0.0220272 0.0204496 0.0185151 0.0166101 0.0148845 0.0136288 0.0126169 0.0106222 0.00898061
internal_count=2900 2596 2466 351 2115 2063 1986 1611 375 310 1423 1382 1086 1033 958 894 819 296 160 121 777 676 624 556 497 440 413 380 325 264
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=3 7 19 7 5 15 15 2 9 9 16 9 6 0 6 16 6 13 13 16 16 15 9 13 6 15 10 17 8 18
split_gain=3.79488e-05 0.000101834 0.000129386 6.45368e-05 0.000157434 0.000124311 0.000115884 0.000112474 0.000114225 0.000120947 0.00013298 0.000137931 0.000267435 0.000125422 0.000300424 0.000153399 0.000135481 0.000279875 0.0002367 0.000143105 0.000333961 0.000119693 0.000294452 0.000209821 0.000152529 0.000137108 0.000203692 0.000135971 0.000152913 0.000225491
threshold=108.3367972827 19.874819532250005 13.151061067750001 21.725272673150005 25.556820288350004 23.356956033300005 46.074827201850006 339.55821382900007 220.28141982375004 215.80505313260002 12.024971880400001 210.97856947250003 14.925348728400001 94.964406541850011 14.835346625500001 18.714956236300004 12.315287744750002 98.238948544700023 92.692659421600013 16.414961614700005 15.444963882950001 30.505324983850006 195.51131808980003 113.85351336640001 15.745367888000002 42.80317728375001 61.928633034850002 184.84480138465003 8.543332867800002 13.740383930250003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -3 7 8 9 10 -5 13 -13 14 -12 16 17 18 -15 20 -18 22 -16 -23 -25 27 -27 -26 29 -29
right_child=-2 3 -4 4 -6 -7 -8 -9 -10 -11 11 12 -14 15 21 -17 19 -19 -20 -21 -22 23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0045824665041716076 -0.018305917730749119 0.011167161123072505 0.043002862229104342 -0.027278530991632306 0.037147318733168254 -0.032545076546755564 -0.030263066662248029 0.031524559058497076 -0.027182886692343051 0.032140454978951669 -0.046772959300478589 -0.058383437273759546 0.012804043200345195 0.023595165213316064 -0.016064836340895224 0.049118772607641158 -0.02753968760961369 0.046994307776449119 -0.038643338762509048 -0.036490781523557246 0.042433840690565279 -0.032869228708687984 0.055856129103231761 0.037484683643490398 -0.036610427418079107 0.053795787324233471 -0.00157220041609586 0.012660470247075967 -0.020331356930448779 -0.030215781091577243
leaf_weight=0.0010649208982427194 0.0011078409118440219 0.0010657548316860685 0.0012329773352977025 0.001769482925072576 0.0011304471858916689 0.001670073210652448 0.0012829068138281502 0.0011191902689373359 0.0015551353872620402 0.0011686698420699309 0.0013799003450310409 0.001089657150691938 0.0010233412043838541 0.0014321210597903478 0.0010492538388543462 0.0010047726195807636 0.0014145637502522845 0.002035340885591097 0.00106581533856491 0.0011019691241580531 0.0013171827011753123 0.0018875110017106947 0.0012443448401171509 0.0011471904745121711 0.0012028732521969241 0.0010820415647785344 0.0017216194233418136 0.007286530030250378 0.0031220761107717552 0.0014748443384671184
leaf_count=81 147 157 37 430 82 118 87 114 151 92 170 79 35 112 29 25 62 103 124 80 52 62 42 22 32 25 60 165 82 43
internal_value=-1.15957e-05 0.000418318 0.0209503 -0.000633767 0.000333188 -0.0155168 -0.000682383 0.000273628 -0.000633038 0.000482235 -0.000549718 0.000837961 -0.0239068 0.00247342 -0.00156015 0.0121996 0.00776607 0.019468 -0.00296066 -0.0060712 0.00619987 0.00138019 0.0229544 -0.00123452 0.00227022 -0.000272113 0.0197965 -0.00457168 -0.00132863 0.0054429
internal_weight=0.0482503 0.0471425 0.0022979 0.0448446 0.0421088 0.00273583 0.0409783 0.0396954 0.0385762 0.0370211 0.0358524 0.0340829 0.002113 0.03197 0.0225982 0.00937177 0.00836699 0.00453328 0.00249794 0.00383372 0.00273175 0.0212183 0.0022936 0.0189247 0.0170372 0.01589 0.00280366 0.0130863 0.0118835 0.00876137
internal_count=2900 2753 118 2635 2360 275 2278 2191 2077 1926 1834 1404 114 1290 732 558 533 339 236 194 114 562 71 491 429 407 85 322 290 208
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=18 2 14 17 3 5 3 7 8 9 9 17 6 4 17 17 12 9 18 6 13 3 16 15 5 6 6 5 4 3
split_gain=3.7326e-05 9.19849e-05 8.57361e-05 9.80113e-05 6.30954e-05 5.60586e-05 9.35803e-05 7.73093e-05 0.000101565 0.000107875 0.000115523 0.000168239 0.000147292 0.000180362 0.000145704 0.000103304 0.000264051 0.000123289 0.000107445 0.000140601 0.000204274 0.000176938 0.000225405 0.000126035 0.000157779 0.000156444 0.000234421 0.000154526 0.00021691 0.000141808
threshold=18.645258535250004 347.55895130095001 414.62864134155001 208.12573104970002 82.979260196300018 29.040033326300005 96.988815514050017 21.118786167550002 8.8430989333000021 214.22994816675003 205.88909726980003 204.75389752000004 14.925348728400001 221.58417634125001 201.37020668845003 187.45953903175004 145.39241760245002 191.87997069285004 13.086509421050001 16.575387281250006 117.64961624655002 93.308316333450009 22.594947163200004 42.385947950200006 21.964328598750004 16.435384010100005 15.785368822600002 18.483418961650003 190.68865001715002 81.589327342850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 -1 9 10 11 14 13 -12 15 16 -9 -18 -17 20 21 23 -23 24 25 26 27 28 -20 -30
right_child=-2 -3 -4 4 -6 -7 -8 8 -10 -11 12 -13 -14 -15 -16 18 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.020349739768326821 0.018838656149067504 -0.030079498005029244 0.028389930917489044 -0.0070329497701780083 -0.038849823113471627 0.015810884096485522 -0.027652924441876697 0.0057715568578262698 -0.023888161378426327 0.028704298809648806 -0.0011007362841112753 0.038341182975722948 0.01032486462912105 -0.057157392244240407 -0.027076532411285603 0.028205308490328075 -0.051825865462303361 -0.0071952290692370085 -0.022146318397741518 -0.031189256144039942 0.038139552037537397 0.014803420869743407 -0.045592949456415857 -0.025712296732961677 0.039791739404116733 -0.030016254725431527 0.051849718582270832 -0.019093158050608003 0.0093209768226573675 0.049206313468338224
leaf_weight=0.0019073386445160176 0.0010282685170240743 0.001022932868689804 0.0010570333278787846 0.0016460441635407072 0.0010031096405942463 0.0023344646259968174 0.0011984635020216633 0.004878060951865975 0.0017387879338956738 0.0013394388477973159 0.0010365873775690382 0.0012087570655212243 0.0012598551952756054 0.0012860994960009421 0.0018262002956223036 0.0019516451037722799 0.0015346733938866718 0.0010373208529661964 0.0013049985591469006 0.0010971894989892919 0.0017439568872532609 0.0010198481520900381 0.0015679884767192309 0.001071340070886607 0.0015497409572047269 0.001103647797663144 0.0011555732344277203 0.0021532941851964971 0.0022329777038550547 0.001483689192805393
leaf_count=111 275 102 101 160 71 147 204 193 82 103 70 47 50 92 102 55 200 67 67 26 41 39 84 27 30 25 25 65 155 84
internal_value=-7.7368e-06 -0.000422255 0.000241174 -0.000424898 -0.0190805 0.000751192 -0.000134638 0.000722222 -0.000301141 0.000875938 -0.000236616 0.00179526 -0.0172066 -0.03214 0.000256708 0.00211329 -0.00789867 -0.0338257 0.00595102 0.00346693 0.00578732 0.00193425 -0.0217912 0.00702725 0.0102206 0.00536295 0.0100501 0.00331797 0.0129279 0.0252432
internal_weight=0.0477793 0.0467511 0.0457281 0.0446711 0.00264915 0.0420219 0.0396875 0.038489 0.0365817 0.0348429 0.0335034 0.0299209 0.00358254 0.00232269 0.0287121 0.0268859 0.00745006 0.00257199 0.0194359 0.0174842 0.0163871 0.0146431 0.00258784 0.0120553 0.0109839 0.00943418 0.00833053 0.00717496 0.00502167 0.00371667
internal_count=2900 2625 2523 2422 231 2191 2044 1840 1729 1647 1544 1332 212 162 1285 1183 460 267 723 668 642 601 123 478 451 421 396 371 306 239
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=3 7 19 0 6 13 7 17 18 17 15 16 2 6 17 17 15 15 17 19 19 0 5 6 4 9 6 14 10 10
split_gain=3.54055e-05 8.26723e-05 0.000111841 5.86745e-05 0.000217186 0.00018355 0.000235189 0.000216954 0.000136644 0.000268256 0.000225755 0.000316883 0.000206437 0.000117162 0.000153736 0.000264789 0.000143569 0.000230583 8.95595e-05 0.00025523 0.000136206 0.00012383 0.000232813 0.00018683 0.000142113 0.000150109 0.000202383 0.000100372 0.000133993 0.000132177
threshold=108.3367972827 19.874819532250005 13.151061067750001 87.181320254150009 16.375382608200002 115.02030419500001 23.856905110850004 203.08534335880003 13.3584252364 191.89151741935004 42.133814420300006 22.574947209950004 198.05499231840002 16.415383542800004 189.73320545960004 188.07781354100004 42.670190152050004 37.80636766060001 201.78545703200004 14.151141757350002 14.251149826300002 92.313586825200005 20.102686929350003 14.925348728400001 168.72122291465004 206.08249486475003 13.775321858200002 234.42213303535002 74.784839814650013 71.090898343450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -3 18 -7 -8 9 13 11 -10 -12 -6 15 16 17 -15 20 -20 21 22 -5 24 -23 27 -27 29 -29 -26
right_child=-2 3 -4 5 8 6 7 -9 10 -11 12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.0046458479328550899 -0.017717764394208944 -0.037059234544625015 0.039859079788703483 -0.048105815155824655 0.030884775564340911 0.054918024687615932 -0.021974770757394013 0.033589714342719602 -0.0025478672816405578 0.050136782310656269 0.040249928127388639 -0.075592363984981301 -0.017778610130645488 0.0015495365030193933 -0.036895222929855316 0.037037796935660477 0.016349531565679278 -0.052111391265525289 -0.0024539815332243866 -0.057055256747130023 0.033270429929684035 -0.030145317671776951 0.01539763499686184 0.03742231870841075 0.053809316408550925 0.0069859080963804165 -0.052602729599161929 -0.030568815471827018 0.0095617818277868322 0.0099600161081193871
leaf_weight=0.0010613174326814584 0.0011026704500571643 0.0019001967422592721 0.0012066227135054675 0.0013602505314063698 0.0010455172686974932 0.0014034675052698722 0.0014580727475816957 0.0013564223827984279 0.0012671400835857897 0.0011943127306808252 0.0010414345319456064 0.0011178589690239993 0.0014904349256801915 0.0018287722595246051 0.0012476146905805244 0.0015727269941610278 0.0014001966375441714 0.0014245509540624646 0.0051750840502009362 0.0010257987722908091 0.0013303762144687417 0.0014206240700396994 0.0010030116475001627 0.0014613927631188526 0.0010048097662291866 0.0013123442545107083 0.0010075505946430462 0.0010549174245280471 0.0039375857889290267 0.0021764223112494818
leaf_count=81 147 125 37 78 26 32 38 47 52 40 26 35 62 113 48 54 59 46 550 59 29 73 47 36 28 120 87 141 417 167
internal_value=-8.50814e-06 0.000413372 0.0190323 -0.000545913 -0.00525386 0.00228534 0.0214788 0.00480407 -0.00112302 0.00575269 -0.0147066 -0.0367841 0.00609028 -0.000469416 -0.00485555 0.00156456 -0.0104242 -0.0219473 -0.00119367 -0.0114866 0.0025455 -5.16121e-05 -0.0211538 0.0036768 -0.000462393 0.00355607 -0.018894 0.00992791 0.00108217 0.0238101
internal_weight=0.0473895 0.0462868 0.00226794 0.0440189 0.0165308 0.0274881 0.00421796 0.0028145 0.0146306 0.00971369 0.00491687 0.002385 0.00253187 0.00851938 0.00747386 0.00622625 0.00465352 0.00325332 0.0232702 0.00620088 0.0170693 0.0157389 0.00236326 0.0133756 0.0119143 0.0104936 0.00231989 0.00817374 0.0049925 0.00318123
internal_count=2900 2753 118 2635 686 1949 117 85 561 386 175 87 88 346 320 272 218 159 1832 609 1223 1194 125 1069 1033 960 207 753 558 195
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=6 18 8 12 18 5 10 3 5 5 5 5 0 10 17 18 14 7 18 5 12 12 7 9 8 13 17 10 7 3
split_gain=3.65046e-05 5.90484e-05 8.64492e-05 0.000157648 8.06196e-05 8.47276e-05 0.000160706 0.000122026 9.21121e-05 0.000127526 0.000125816 9.58041e-05 7.53226e-05 0.000235046 0.000174117 0.000170986 0.000143115 0.00020531 0.000177148 0.000186604 8.84418e-05 0.000118381 7.92603e-05 0.000166423 9.59549e-05 0.000243008 0.00038335 0.000234288 0.000229032 0.000161557
threshold=3.6650856341500009 16.873483924050003 5.445750190600001 226.84167522285003 16.402557800150003 11.848158554650002 78.220689305400015 81.589327342850012 16.579584939650001 17.369804050850004 17.671168838450004 18.152162791050003 93.063666643600016 70.133807249000014 191.75198759630004 14.322090334300002 384.93581166080008 24.292705381350004 13.934548574650002 19.500380888400006 88.918697887850016 97.055914627000007 19.152455927400002 181.61255275325001 8.543332867800002 117.68187774410002 188.94422143290004 61.917879202350001 23.102607264700001 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 4 -3 -4 5 -2 7 -7 -9 -10 -11 -12 15 -14 -15 16 17 18 19 -13 -21 -22 -23 -24 27 26 -26 -25 -28 -29
right_child=1 2 3 -5 -6 6 -8 8 9 10 11 12 13 14 -16 -17 -18 -19 -20 20 21 22 23 24 25 -27 28 29 -30 -31
leaf_value=-0.015786406708219028 -0.024367285318262741 0.036898851460130569 0.02674653297830323 -0.026599789760763701 -0.026144874706473371 -0.032283892649816522 0.030392621603719784 0.021895526901565626 -0.032633020029112864 0.034338450434029742 -0.029459840007552654 0.042807995376229036 -0.052203378931720459 0.031759912767683293 -0.022741393886798262 0.029896427124790372 -0.033027304974988791 0.042780969736147006 -0.040847342349611571 -0.024204246340424462 0.032952518761540067 0.019319438183495054 -0.033657960058281859 0.040383435843560168 0.044199582691324117 -0.044679090109086175 -0.055233875938177995 0.0076224875042045269 0.0051364324716173214 -0.024291143366034558
leaf_weight=0.0014226028368593329 0.0013551292374158743 0.0010598258687745934 0.0012043944261122957 0.0010257655365033536 0.0011935120540850211 0.0011578900238521433 0.0017838992167097797 0.0019397096005952996 0.0011924089871580548 0.0010728917982465438 0.0011010903403492469 0.0010453738051425234 0.0010740385570059416 0.0011627398643761014 0.0011821237467503996 0.0020731665388251099 0.001245120059235885 0.0011604772278701594 0.0010305774376029647 0.0014617151016373909 0.0011141074984123691 0.0018071215111187247 0.0015764302450516432 0.0016771152542620635 0.0014286297491419514 0.0014874818249391852 0.0010888670998358413 0.006158899716744771 0.0014860876597609929 0.0021365315763747792
leaf_count=338 203 66 152 122 103 130 97 69 68 34 71 28 67 65 103 95 85 34 55 52 40 151 186 43 59 55 38 128 48 115
internal_value=-1.23115e-05 0.000481064 0.0133844 0.00220981 -0.000525068 0.000220732 0.0010612 -0.000320825 0.00068754 -0.000495825 0.00064567 -0.000466676 0.000550124 -0.0134614 0.00428399 0.00226234 5.07568e-05 0.00172096 -0.000306761 0.00155275 -0.000460373 0.00127833 -0.000594015 -0.00270587 0.00044953 -0.0101663 0.00265654 0.00629478 -0.0203923 -0.000597035
internal_weight=0.0469057 0.0454831 0.00328999 0.00223016 0.0421931 0.0409996 0.0396445 0.0378606 0.0367027 0.034763 0.0335706 0.0324977 0.0313966 0.0034189 0.00234486 0.0279777 0.0259045 0.0246594 0.0234989 0.0224684 0.021423 0.0199613 0.0188472 0.01704 0.0154636 0.00549107 0.00400358 0.00997255 0.00257495 0.00829543
internal_count=2900 2562 340 274 2222 2119 1916 1819 1689 1620 1552 1518 1447 235 168 1212 1117 1032 998 943 915 863 823 672 486 200 145 286 86 243
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=8 8 16 0 0 9 9 3 18 18 6 5 16 5 5 6 10 0 5 5 0 0 3 18 16 7 13 13 15 10
split_gain=4.03115e-05 6.41961e-05 5.59352e-05 8.33486e-05 0.000250821 0.000132433 0.000366031 0.000282153 0.0001639 9.77489e-05 7.52805e-05 0.000447379 0.000175692 0.000253104 0.000358998 0.00017507 0.000168192 0.000159416 0.000299638 0.000139807 0.000120397 9.72386e-05 0.000215092 0.000193772 0.000164438 7.44292e-05 0.00012231 9.32898e-05 0.000275043 0.000200491
threshold=9.5425530862500008 9.0429429770000009 22.744946812400002 86.001087134900004 85.807518149550006 193.75542554275003 186.67271206880002 93.964300117300013 11.904475184000002 13.057710350500001 16.455384477450004 22.852794041600003 22.634947069650003 22.334016245700003 21.788492303450003 16.505385645700006 62.106071271500007 88.232507383150008 20.950952025950006 20.302496186500004 92.031298721500022 93.972365491700018 84.850427055100013 14.322090334300002 18.764956119400004 24.052187734100006 104.27722550570002 98.238948544700023 13.029010608550001 85.804829691400016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -9 -5 12 15 13 14 17 -12 -15 -11 19 20 -19 23 24 -22 25 -23 27 28 -27 -30
right_child=-2 -3 -4 9 -6 -7 -8 8 -10 10 11 -13 -14 16 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.048786115213326875 0.01512198650917773 -0.025400912593419107 0.01954176967361651 0.026533213354289806 -0.052251201621796688 0.022270711619161335 -0.058910206574161898 0.009742120616557496 -0.038982566453502183 0.032892826853899902 -0.063411604500784272 0.037118794326696382 0.031270365815016299 -0.05872151364017815 0.061461887058950726 -0.013172135646234007 -0.0093652445370843353 -0.025650109250173237 -0.052536100677188162 0.037591088787814309 -0.0058635966609314289 0.013526752270570772 -0.044950486780610331 0.052818759982137115 0.038264481850639381 0.017754426671829759 -0.031144544021801047 0.0087379747852550198 -0.06741334347431284 -0.0065099607536502572
leaf_weight=0.0010486910242359869 0.001695701206366639 0.0010187699702530742 0.0014161790716493696 0.0014873353375293987 0.001189792610811452 0.0016396670972293548 0.0011901451824450318 0.0015436615400763972 0.0012489140502463234 0.0014561458876961612 0.0011987774959185673 0.001265882213388636 0.0019304049587702812 0.0010911478579496137 0.0010213327649237205 0.0016460032309724704 0.0018800499888732213 0.0017297329239388251 0.001083756670027163 0.0010155675289298385 0.0012133134657388083 0.0028263405477938494 0.0010318488887830499 0.0010493639557083156 0.0011689996743839979 0.0017362149918888625 0.0015043833902669843 0.0049939105443499443 0.0010369956528586653 0.0011289922958472309
leaf_count=25 67 58 42 50 70 71 59 147 208 43 36 28 65 28 35 53 81 90 54 50 47 189 92 48 42 320 134 272 192 204
internal_value=-1.26162e-05 -0.000585566 -8.02275e-06 -0.000661652 -0.00995424 -0.00241054 -0.0104538 0.00455949 -0.0120489 0.00145589 0.000325952 -0.0123362 0.00212707 4.09629e-05 0.00344985 -0.0343428 -0.0274909 0.00087104 -0.00129577 0.00142164 -0.000469826 0.00199226 -0.000847045 0.0213516 0.00231415 -0.000863169 -0.00477364 -0.000314168 -0.0118988 -0.0356683
internal_weight=0.046488 0.0447923 0.0437736 0.0423574 0.00786087 0.00667108 0.00503141 0.00384127 0.00279258 0.0344965 0.0330092 0.00411066 0.0288985 0.0269681 0.0239969 0.00284478 0.0029712 0.0229756 0.0215194 0.0204357 0.0194201 0.0176904 0.0154277 0.00226268 0.0143958 0.0132268 0.0104005 0.00889611 0.0039022 0.00216599
internal_count=2900 2833 2775 2733 580 510 439 380 355 2153 2103 117 1986 1921 1812 89 109 1777 1734 1680 1630 1540 1445 95 1353 1311 1122 988 716 396
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=0 8 16 18 6 6 10 16 2 16 17 18 13 5 18 6 0 7 7 6 9 18 17 13 18 7 7 18 2 9
split_gain=4.25413e-05 4.95275e-05 8.80486e-05 8.47318e-05 0.000106951 0.000123323 0.000205543 0.000116105 0.000321318 0.000210974 0.000288926 0.000193816 0.000150857 0.000124786 0.000121024 9.77646e-05 8.8155e-05 0.000162884 0.000183956 0.000152504 0.000135261 0.000132488 0.000221441 0.00019799 0.000360327 0.000107732 0.000200728 0.0001365 0.000131462 0.000210774
threshold=113.28087178455002 1.3489472949000001 11.934972090850001 17.327266398450003 10.715250360100002 12.26528657645 77.172190634500012 15.919962772200003 176.58278076550002 18.594956516900002 188.07781354100004 15.042884401850001 109.57886493895002 19.500380888400006 13.954623666350001 15.185354803400001 87.181320254150009 23.124786352450005 23.824098587650003 16.375382608200002 203.31429194770001 13.3584252364 191.89151741935004 117.54207792135001 13.601370067700001 22.726915405250001 22.535351262400003 13.197799034350002 125.31286365695001 187.38923140910003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 8 -7 10 -9 12 -11 14 -14 -15 19 -18 -19 -17 -20 22 25 -23 -25 26 28 -27 29 -21
right_child=-2 2 3 -5 5 6 -8 9 -10 11 -12 -13 13 15 -16 16 17 18 20 21 -22 23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.020320810329230787 -0.019154924486046859 -0.023675403295944399 -0.020648610422346357 0.026527862302284429 0.023669534319223785 -0.0032679708717732016 -0.04423975480158928 -0.0014768236658522851 0.066177039024025372 -0.03528232800862726 -0.069531063244779728 0.036814938361848133 0.044474530802012156 -0.029202044795024487 -0.00014754107161586398 -0.033785646438324962 -0.013561712161721251 0.050542021595158554 -0.021826295191222544 0.035183406125956967 0.024306441330649901 -0.042885065945401396 0.047540207636860593 -0.030264719271859409 0.037862721408185869 -0.037806876075690714 0.037598474409967032 0.010637048758033792 -0.021569527089782794 -0.012318929577288976
leaf_weight=0.0012218585295576323 0.0011332050194627274 0.0015277166351512347 0.0023671899095547627 0.0012388896459899481 0.0023066975426551109 0.0019931432377197451 0.0010286237681716706 0.0016142912671030694 0.0010008378061747876 0.0011678430238691853 0.0010167776920629267 0.0014984800432316083 0.0012641528501262647 0.0011484877660699047 0.0011707067800799109 0.0014669839208245319 0.0018495424701541188 0.0014705167750435066 0.0010337150233681314 0.0017292332266003454 0.0016500679978861399 0.0015871947772986275 0.0011449094372487654 0.0017213737985547761 0.0014141052270169041 0.0013823715131341691 0.0016656711408958857 0.0010041351230479813 0.0021298876611589813 0.0020313915718972453
leaf_count=144 304 302 254 85 135 118 70 205 55 88 152 59 34 41 44 59 38 40 25 56 55 62 40 60 45 70 52 33 121 54
internal_value=-1.97509e-05 0.000463764 -9.23977e-05 0.000763434 -1.77841e-05 0.001251 -0.00017814 0.00111106 0.0199463 -0.000642339 -0.0277764 0.00177519 -9.78722e-05 0.00143166 0.0230198 -0.000719997 0.00068506 0.0111237 0.022114 -0.00294237 0.00653746 -8.05228e-05 0.00589387 -0.0141068 0.000460847 0.00109826 0.00694819 -0.0174238 -0.00171885 0.00952388
internal_weight=0.04598 0.0448468 0.0436249 0.0420972 0.0408583 0.0384911 0.0361844 0.0351558 0.00299398 0.0321618 0.00263107 0.0295308 0.0280323 0.0268644 0.00243486 0.0244296 0.0232811 0.00600384 0.0041543 0.0172773 0.00268378 0.0158103 0.0110876 0.00472267 0.00313548 0.00994269 0.00755618 0.00238651 0.00589051 0.00376062
internal_count=2900 2596 2452 2150 2065 1811 1676 1606 173 1433 357 1076 1017 929 78 851 810 158 120 652 80 593 426 167 105 386 283 103 231 110
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=2 12 12 6 3 14 19 12 9 9 5 15 6 18 12 9 2 4 16 15 18 0 7 9 3 0 8 6 18 18
split_gain=3.64569e-05 0.000150863 0.000146457 8.22529e-05 0.000289553 0.000187096 0.000258146 0.000172346 0.000134108 0.000171037 0.000116073 0.000417075 0.000120933 0.000163304 7.97611e-05 7.29275e-05 7.78598e-05 0.000103362 9.39371e-05 0.000179129 0.00018154 0.000185723 8.49862e-05 0.000343657 0.000156629 0.000162248 0.000216982 0.000164221 0.000158466 0.000316869
threshold=125.31286365695001 152.88762959770003 143.81891023950001 16.515385879350003 93.862138708350017 186.41884102645002 14.351157895250003 97.055914627000007 204.17620834730005 186.14781787895004 20.102686929350003 31.385732506450001 14.835346625500001 14.767724047450001 158.37848859105003 223.24918598180003 325.75432260090003 398.10712430820007 11.934972090850001 17.183237161800005 16.671733559250004 98.615332683000005 23.789355599150003 199.21354841250005 90.127870365150017 86.530713386650021 3.7470758192000004 16.385382841850003 13.24392582145 13.373311100250001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 8 6 -5 -8 9 -1 11 12 13 -11 -3 16 17 18 -16 -20 21 22 24 -24 -21 26 -26 -27 -28 -30
right_child=1 14 -4 5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 19 20 -22 -23 23 -25 25 27 28 -29 29 -31
leaf_value=-0.024308716816326348 -0.037097296509396006 0.026819309284779009 0.040283056798418024 -0.040988323946362953 -0.052097422665398685 0.050819185491081588 0.043162938057147548 -0.010497029230208515 -0.024447416264882005 -0.019335435132174967 0.034638144355324682 -0.049240601260412159 0.042330016961462824 0.030343541249510025 -0.030087532629405802 0.018944194192128644 -0.024338055788789274 0.024143983909812164 0.033912062226588671 -0.04218738409601698 0.03315432274822197 -0.044896517667935919 0.054894949543172658 -0.0053878623917059248 0.02202214805481658 -0.0091564294348767845 -0.042949952729273259 0.046281702519407442 0.038125198376902265 -0.030191432194651049
leaf_weight=0.0014545272778397553 0.0011862347782367463 0.0010161686353352883 0.0010266305778982012 0.0010011527653979724 0.0010946415187033124 0.0010040343879398209 0.0013498026467928526 0.001075440409479711 0.0016137852856749737 0.001242248627212561 0.0018807228489094996 0.0010952294376407323 0.0015418250369023667 0.0014158218501232056 0.001236239899069228 0.0016033178219927299 0.0016084631733700857 0.001462830533204367 0.0013213618984613254 0.00130170271307217 0.0012221445139224399 0.0011873885818471921 0.001134325541809921 0.0056859113868922076 0.0014129954654187324 0.0010541946026449978 0.0021523672721421206 0.0010835380694516061 0.0010155814190532415 0.0020481645271800361
leaf_count=119 132 60 41 96 61 46 29 33 156 53 44 38 44 92 321 121 208 143 78 65 79 132 59 249 44 35 172 28 40 82
internal_value=-1.56795e-05 -0.00217918 0.00368546 0.00130283 -0.00321167 0.0128568 0.00173271 0.0193682 0.00201203 0.00695965 0.0132977 0.00571797 0.0200498 0.00712608 -0.000675517 -0.00172862 -0.0030583 -0.00159048 -0.0033129 -0.00170764 -0.00414654 -0.00666848 -0.0039808 0.00463823 -0.00981917 -0.00501313 -0.0127385 0.0189431 -0.0221548 -0.00754559
internal_weight=0.0455288 0.0287329 0.0167959 0.0157692 0.0113388 0.00443043 0.0034264 0.00242524 0.0102442 0.00863038 0.00717585 0.00529512 0.0041999 0.00265807 0.0275467 0.0265305 0.0249272 0.0233187 0.0218559 0.0206197 0.0192983 0.0180762 0.0168888 0.00682024 0.0100685 0.00876684 0.00662911 0.00213773 0.00521611 0.00306375
internal_count=2900 2048 852 811 607 204 158 62 546 390 271 227 189 145 1916 1856 1735 1527 1384 1063 985 906 774 308 466 401 338 63 294 122
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=0 8 6 6 0 6 6 6 16 6 19 15 15 0 5 0 6 16 12 4 18 18 10 19 15 18 18 15 4 15
split_gain=3.49951e-05 4.34255e-05 6.81282e-05 5.87556e-05 0.000138588 8.92442e-05 7.98699e-05 0.00016378 0.000138734 8.49784e-05 0.000144439 0.000142077 8.34559e-05 0.000244921 0.000121092 0.000112149 0.00014366 0.00013451 0.000126678 0.00028651 0.00015461 0.000251716 0.000123673 9.94846e-05 0.000210723 0.00016703 0.000240606 0.000160946 0.00022144 0.000179411
threshold=113.28087178455002 1.3489472949000001 6.3851491880000006 8.655202227400002 102.21786657775002 11.175261108200003 13.075305502400001 13.775321858200002 14.824965332800002 14.185331438000002 12.651020723000002 24.374738716350002 28.452330424200003 94.047642319350018 17.886193876600004 87.181320254150009 16.375382608200002 22.634947069650003 131.64402048350004 173.95266242615003 14.117867417450002 13.583580954200002 66.697957758300021 14.351157895250003 41.403124198950003 13.3584252364 13.601370067700001 40.896729687200008 175.46299761980001 43.132842597400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 8 -8 -7 -9 -11 -12 14 15 -13 16 -14 18 19 -17 21 -20 -22 24 -18 27 -27 28 -25 -29
right_child=-2 2 3 4 -6 6 7 9 -10 10 11 12 13 -15 -16 17 23 -19 20 -21 22 -23 -24 25 -26 26 -28 29 -30 -31
leaf_value=0.0190727811405659 -0.017438254113694693 -0.023017310985932196 0.021280714302180505 0.028949350112550773 -0.033395238079905777 0.0024999414741269802 0.029910598320431817 -0.020865547431167787 -0.043537672286159818 0.033145869638264935 -0.034784766157826018 -0.004328228055046502 -0.033436979016386655 -0.047854215236992084 0.037043152661965388 -0.0026162829535426205 -0.033642814189347892 0.044160680268158031 0.0076849446810353791 0.064855285907516047 0.032935234337416436 -0.052208372943142858 -0.010655496977421915 0.0068857616589382961 0.010949364020094353 -0.038465036549642714 0.014735398220220314 -0.031242461173296446 0.055028839354086992 0.021060993957246858
leaf_weight=0.0012152289373723651 0.0011238015998714093 0.0012587084012465255 0.0013294853498914396 0.0011060013224932488 0.0012114635969960172 0.0015918120588437603 0.001906300005559843 0.0018825486050232923 0.0011117322491698278 0.001338837440780844 0.0011570072342369049 0.0013567385107058341 0.0014941510429831188 0.0010620331818330933 0.0014784187385113931 0.0016163120254262253 0.0023571009403124603 0.0010225923572306792 0.0015623005451743666 0.001030684497123957 0.0015259536815506181 0.0012738551567963441 0.0011349443632622247 0.0023192394259012872 0.0019253452796365602 0.0017991009858363298 0.0016116539507315024 0.001319383141996866 0.0016247032174385723 0.001304010758136312
leaf_count=144 304 196 126 62 166 131 131 97 108 143 122 53 59 129 111 49 116 36 36 29 47 30 56 61 82 67 57 36 45 71
internal_value=-1.32349e-05 0.00043255 -9.77915e-05 0.000598141 -8.716e-05 0.000949814 0.000130714 0.00140627 -0.0164313 -0.000230561 0.00100997 -0.000425361 0.000954102 -0.000823497 0.0172453 0.00118074 -0.00393622 0.00997525 0.00568282 0.0236557 -0.00297168 -0.0192161 0.0143426 -0.000845275 -0.0135946 0.00462655 -0.0133267 0.0139506 0.0267183 -0.00524398
internal_weight=0.0450514 0.0439276 0.0427124 0.0414537 0.0401242 0.0389128 0.0378068 0.0351032 0.00270354 0.0331969 0.0313144 0.0299755 0.0288185 0.0259834 0.00283516 0.0249213 0.0157547 0.00916664 0.00814405 0.002647 0.00549705 0.00283616 0.0026609 0.0142605 0.00428245 0.00997809 0.00341075 0.00656734 0.00394394 0.00262339
internal_count=2900 2596 2452 2256 2130 1964 1902 1663 239 1532 1435 1292 1170 1006 164 877 594 283 247 78 169 66 103 535 198 337 124 213 106 107
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=6 3 13 18 16 13 3 16 12 16 16 10 5 13 3 6 7 16 7 17 17 17 17 5 7 4 5 12 12 2
split_gain=3.66257e-05 5.52744e-05 7.64041e-05 0.000121605 7.37465e-05 0.000123512 0.000208746 6.89712e-05 0.000128748 0.000107163 0.000169749 0.000133401 0.000210183 9.43269e-05 0.000258508 0.000194664 0.000107964 7.32263e-05 0.00011224 0.000100453 0.000213607 0.000191072 0.0001544 0.00019056 9.72151e-05 0.000373007 0.000176302 0.000148394 0.000144009 0.000141162
threshold=3.6650856341500009 67.910452375100007 95.99139754765001 17.327266398450003 13.534968349350001 99.19872809730002 79.47351079420001 15.919962772200003 207.71672397260002 18.684956306450005 18.984955604900005 71.090898343450007 19.221712148250003 112.82921081865001 89.227236891450005 14.980350013450002 24.176224535650004 20.784951395750003 21.118786167550002 184.59783591905003 186.52991945525002 188.07781354100004 190.02287710315002 22.665750084250003 23.102607264700001 227.97173202615002 21.850554661550003 208.33288250865004 114.86856072930001 229.52120806975003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 8 -8 11 -11 12 -9 15 -15 16 -12 -16 -19 -20 -21 -22 23 -23 25 28 -26 -28 -24 -29
right_child=1 2 3 -5 5 6 7 9 -10 10 13 -13 -14 14 17 -17 -18 18 19 20 21 22 24 -25 26 -27 27 29 -30 -31
leaf_value=-0.016037412380921472 0.023624510499640372 -0.019316931347591756 -0.026513425202326864 0.034847509698335728 0.034391494930064236 -0.044706354244844794 0.001968844455538465 0.020488409090795839 0.044073698211277698 0.038312320888522634 0.018571526609068544 -0.040095350868069209 -0.036034872952948577 0.046625657078582274 -0.019666525678198581 -0.051338507847137005 -0.024034559730811044 0.030357093863473031 -0.021184740256765072 0.044168895606134788 -0.033857967094536076 0.049932345444260291 -0.0146560240752747 -0.0072383638663190463 -0.014389905128683806 -0.055868929741283428 0.044473542288557148 -0.012907652383214646 0.036686253023398681 0.023761599739402457
leaf_weight=0.0013817854896659631 0.0010096466026792072 0.0019628723413063478 0.0010218919551496569 0.0010275238003210055 0.0010584263056978632 0.0010271220317630272 0.0024680747647842843 0.0016226822606549654 0.0010290235524430327 0.0012169998595480671 0.0013853362268783078 0.0014343178743828899 0.0011064604361573538 0.0012514640841203564 0.0017577779170817173 0.0010451410464180633 0.0010421755826853785 0.0012731729700057306 0.0020577716043203081 0.001132722341564695 0.0015739529241992354 0.0013942910928221872 0.0011273091957946253 0.0010020100697181872 0.0032792132569126053 0.0014006373323050937 0.0012970412121298125 0.0020601831051623165 0.0010600101709314913 0.0021406152652946875
leaf_count=338 111 343 126 52 72 94 139 63 52 79 47 229 210 54 86 51 55 34 76 43 57 37 28 45 102 76 27 68 29 77
internal_value=-1.06351e-05 0.000501213 -5.12818e-05 0.000887236 -1.45039e-06 0.000706959 -0.000251817 0.00101097 0.0143582 -0.000418147 0.00177127 -0.0154041 -0.0024275 0.000141168 0.00238689 -0.0152553 0.000279948 -6.75082e-05 0.00158886 -0.000286965 0.00217484 -0.000737114 0.00279446 0.0260265 -0.00170784 -0.015576 0.00396133 0.014907 0.0102253 0.00577802
internal_weight=0.0446477 0.0432659 0.0422562 0.0402933 0.0392658 0.0382439 0.0371855 0.0361584 0.0034971 0.0326613 0.0284978 0.00416346 0.00272914 0.0272808 0.0238082 0.00347265 0.00242751 0.0225567 0.0207989 0.0195258 0.017468 0.0163353 0.0147613 0.0023963 0.012365 0.00358796 0.00877705 0.00549784 0.00218732 0.0042008
internal_count=2900 2562 2451 2108 2056 1930 1858 1764 191 1573 1071 502 273 992 839 153 102 785 699 665 589 546 489 82 407 133 274 172 57 145
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=0 2 2 18 14 17 4 15 16 19 3 5 18 15 18 5 7 15 13 19 12 14 17 9 9 6 6 2 16 16
split_gain=3.38867e-05 4.98037e-05 8.89419e-05 9.85281e-05 0.000156233 0.000112825 0.00011063 0.000100974 9.99901e-05 0.000119888 0.000135523 0.000105307 0.000170548 0.000146147 0.00012954 0.00016019 8.76173e-05 0.000134001 0.000248375 0.000150959 0.000133894 0.000208428 0.000169414 0.000111274 7.83826e-05 0.000234091 0.000280142 0.000211986 0.000197584 0.000239737
threshold=113.28087178455002 325.75432260090003 297.58713971970008 17.327266398450003 351.14539855350006 208.12573104970002 316.38016606785004 25.134223482700005 14.184966829400002 11.950964240300001 81.266712367200014 20.766972852450003 13.919698996450002 35.194695975650014 13.601370067700001 21.197160116700001 25.256598800350002 33.551906023850009 113.96105169155001 13.451085274650001 130.74068757200004 227.57315983240002 180.67147619190004 197.19111486365003 190.24759545780003 16.385382841850003 16.505385645700006 125.31286365695001 22.614947116400003 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 4 5 6 8 -8 -1 -10 -11 13 14 16 15 -13 17 18 19 20 22 -22 -12 -21 25 -17 -27 -28 -26 -30
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 10 11 12 -14 -15 -16 24 -18 -19 -20 23 21 -23 -24 -25 28 26 27 -29 29 -31
leaf_value=-0.023990616974082755 -0.017228092595863328 -0.017394634542072854 0.024516241880599979 0.024846789418189429 -0.033210691379881571 -0.025432417041117608 0.043776948166047408 0.0026664863973533486 0.033446548327594063 -0.03456613251273899 0.026213418794239648 -0.036287573807196924 -0.043473253385733768 0.042797020654600774 0.024389064783054012 -0.031975080977109625 0.03288716660643197 -0.025961180072164875 0.052827356188988289 -0.043321636934120333 0.056398679457080471 -0.0039214742158990854 -0.025437567739794567 0.00019663663254308186 0.010134549593421893 0.060856643938177794 0.03366839400170607 -0.02117048206455216 -0.054317893425307663 -0.0044674185766669216
leaf_weight=0.0016373109257606646 0.0011140358224084315 0.0015115064695313115 0.0015591909000365256 0.0015554410198863186 0.0014340926644170046 0.0016136130893483472 0.0011470248462344219 0.0012469777956398108 0.0011226783092960204 0.0010831308841923173 0.0010554324851863583 0.0014045117508061375 0.0010070584752836084 0.0011357447090354364 0.001780349321677476 0.0011030236113179033 0.001026230718530031 0.0014432139285354148 0.0010374387388747408 0.001109780500667068 0.0012215671919140192 0.0010786619422660237 0.0015942323083810578 0.0012486313108350799 0.003642022938777828 0.0011859446120948691 0.0012623161043642528 0.001596329737164481 0.0014675783678532494 0.0028154095904780697
leaf_count=287 304 185 104 175 111 150 64 85 54 105 31 38 52 42 49 66 48 43 27 52 43 69 101 57 118 46 87 142 56 109
internal_value=-8.33669e-06 0.000436481 0.00108413 0.000172023 -0.000824856 0.000428152 0.00160519 0.0223635 0.000101933 0.00135736 0.00016833 0.00145607 -0.00353905 0.00867211 -0.00106535 -0.00419565 0.00508853 0.00217424 0.00703965 0.000539927 0.0104604 0.0281123 -0.0048636 -0.0202814 -0.000747722 0.00886011 0.0199965 0.00304518 -0.0069884 -0.0215488
internal_weight=0.0442405 0.0431264 0.0416149 0.0400557 0.0385003 0.0370662 0.0354526 0.002394 0.0330586 0.0314213 0.0302986 0.0292155 0.0172645 0.0119509 0.0162575 0.0144771 0.0108152 0.00978896 0.00834574 0.00730831 0.00494989 0.00230023 0.00264966 0.00235841 0.0130726 0.00514761 0.00404459 0.00285865 0.00792501 0.00428299
internal_count=2900 2596 2411 2307 2132 2021 1871 149 1722 1435 1381 1276 763 513 711 662 471 423 380 353 244 112 132 109 624 341 275 229 283 165
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=9 19 0 0 0 5 6 8 19 0 15 15 15 16 4 12 14 12 19 16 3 2 7 15 10 10 5 5 3 18
split_gain=3.22584e-05 0.000137383 0.000109067 0.000106355 0.00016499 0.000143663 0.000100548 9.61202e-05 8.52809e-05 0.000135444 0.000121675 8.11804e-05 0.000182949 0.00017055 0.000129655 0.000123535 0.000128538 0.000196155 0.000168841 0.000147744 0.000196398 0.000151195 0.000183455 0.000185991 0.00025964 0.000318995 0.00022464 0.00019891 0.000107425 6.56832e-05
threshold=187.70546222865002 14.451165964200003 102.21786657775002 101.06989495610001 98.615332683000005 16.222050829800004 16.475384944750001 7.943800736700001 13.051052998800001 89.738043936200015 22.530191796700006 27.008040895250005 28.452330424200003 18.684956306450005 179.79931155285001 88.918697887850016 168.39662374755002 114.86856072930001 14.051133688400002 22.694946929300002 93.620177476600006 116.16618105335002 23.031046061850002 36.282341310300005 62.837331883000012 62.057679025150001 22.073674782200005 23.606333875400001 94.383699585650007 16.433295803950003
decision_type=2 2 2 2 2 2 2 2 2 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 8 -8 10 -10 29 14 -13 -14 -7 -15 -17 -18 -19 20 21 -20 -23 -24 25 27 -27 -25 -21 -1
right_child=2 -3 -4 -5 -6 11 7 -9 9 -11 -12 12 13 15 -16 16 17 18 19 28 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.013680377763211019 0.031314411431638829 0.033443637001468941 -0.030930300626211257 0.029673159712786237 -0.03810786332575581 0.004832058321246664 -0.0013620954935901206 -0.040557961230231872 -0.0018270722351142203 0.042610328538926434 -0.031118209379705494 0.036280914773520169 -0.038576299751153065 -0.030706319964675394 -0.044586679055948479 0.030637382391614898 -0.038108728849869232 0.029358786276097473 0.033530944528685207 0.046216265550227176 -0.034101836500508784 -0.042792938398909706 -0.03200910440951342 0.044439059914344901 0.046550785205040891 -0.058228978821664272 -0.0031307715460722426 -0.010243254112385219 0.001011523170750737 -0.010015186068461088
leaf_weight=0.0034108422465016133 0.0013775110410048043 0.0014268039789097639 0.0012316242528168575 0.0011196111979833541 0.0011955496989823613 0.001033513941473412 0.0016057672356207696 0.0010250389927493123 0.001377976276435211 0.0013656835537956269 0.0010957411475801815 0.0013026083859486439 0.0012231923208458886 0.0012469581919543051 0.0010916432104511875 0.0014287824554295439 0.0012896758263636334 0.0020369123825825204 0.0011957558418203068 0.0010366897197289218 0.0020001554492688192 0.0010910486817423135 0.0014519369822338368 0.001686475424321543 0.0013626361132379472 0.0011738593605059577 0.0020019171456802098 0.0010985207039982126 0.0010665390538859842 0.0017804751258836127
leaf_count=323 50 48 257 76 127 39 247 30 65 75 152 53 131 40 64 38 53 98 39 42 133 37 58 38 55 34 47 30 45 376
internal_value=-4.1672e-06 0.0041536 -0.00177426 -0.000557472 -0.00174959 -0.000151285 0.000569924 -0.016634 0.00558171 0.0202921 -0.000837861 -0.00183007 -0.000150741 -0.00227017 -0.0205532 -0.000172204 0.00173909 -0.000493716 0.0023263 -0.00130449 -0.00526507 -5.1075e-05 -0.00412104 0.000687079 0.00716942 -0.00183319 -0.0234967 0.02287 0.0232931 0.00555347
internal_weight=0.0438314 0.0130883 0.0307431 0.0295115 0.0283919 0.0271963 0.0116615 0.00263081 0.00903072 0.00274366 0.00628706 0.0258188 0.0236937 0.0223911 0.00212516 0.0211679 0.0199209 0.0184921 0.0172024 0.0151655 0.0130623 0.0110622 0.00986639 0.00877535 0.00732341 0.00596077 0.00317578 0.002785 0.00210323 0.00519132
internal_count=2900 1316 1584 1327 1251 1124 1268 277 991 140 851 1074 971 918 103 787 747 709 656 558 471 338 299 262 204 149 81 68 87 699
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=8 8 16 15 8 2 15 10 17 13 9 9 17 6 6 9 5 5 9 15 13 16 0 16 16 0 15 16 6 13
split_gain=3.26268e-05 6.32221e-05 6.31198e-05 7.40245e-05 0.000116214 6.57022e-05 5.68265e-05 0.000271656 0.000397356 0.000234569 9.11402e-05 0.000168006 9.37551e-05 0.000102401 0.00021844 0.000185381 0.000107586 0.000195963 9.007e-05 6.56709e-05 0.000120534 0.000261024 0.00017735 9.33538e-05 7.06718e-05 0.000125562 0.000131662 0.000114361 0.000114784 0.000313449
threshold=9.5425530862500008 8.8430989333000021 22.764946765650006 45.169600924000008 8.7431769115000026 246.07003578810003 41.211223942950006 61.944763783650011 192.70224472390001 117.61735474900001 210.97856947250003 216.18094582280003 166.83257850275001 16.565387047600002 16.455384477450004 190.24759545780003 21.850554661550003 22.382291025900006 188.14427954665004 38.469938489650012 113.85351336640001 22.494947397000004 92.031298721500022 19.734953851100002 16.674961006700002 93.972365491700018 29.198705243000003 15.474963812800002 12.315287744750002 97.22808828765001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 9 -8 -9 10 12 -12 -1 14 16 -16 19 -18 -11 20 22 -22 -14 24 27 -26 -27 28 29 -24
right_child=-2 -3 -4 5 -6 -7 7 8 -10 18 11 -13 13 -15 15 -17 17 -19 -20 -21 21 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.025507256499396936 0.013879481786311694 -0.020130557050487292 0.024974213030875114 -0.034427906773028358 0.03292595319736169 0.00036209124079995852 0.046868568996525202 -0.052030854360582961 0.024298625923631908 -0.013596883440755337 -0.041393007432119454 0.0051095062206903226 -0.030936368817620366 0.028514878829004182 0.0031776044956022733 -0.055517135954210511 0.058516964176005937 -0.002074927648857926 -0.055729248472090466 -0.021585040844556043 0.063010238247268854 0.00061907396235746503 -0.0037103186574696102 0.03084196602073257 0.017691675575294663 -0.0046557495574022431 -0.04891643862723951 0.029813222224762827 -0.021304938319933464 0.058550444911433686
leaf_weight=0.0011529984570671425 0.0016289608794294022 0.0015857920540146694 0.001004842821885176 0.0011711545149527647 0.0010827718963923863 0.0010118296262203413 0.0013846307725771103 0.0011622381182250854 0.0016506285597865933 0.0010147980840303 0.0014019037681754247 0.0017426761267787041 0.0016003601596467363 0.0015546983553014022 0.0010042673016108982 0.0011592505724975499 0.0010044232045074422 0.0011390658814520414 0.0010147921922722958 0.0010520477944219132 0.0010377497819717965 0.0018950830155972653 0.004088066184285425 0.0012027883000200737 0.0012463656519145693 0.0019189050728094514 0.0010343695709396084 0.0017379184223074162 0.001714867152707189 0.0010079860841685218
leaf_count=275 67 91 29 101 37 62 32 43 59 78 121 201 114 96 38 48 41 64 28 34 21 56 565 27 55 142 110 121 95 49
internal_value=-4.88118e-06 -0.000546228 0.000226451 -0.000408111 0.000647488 -0.0183025 -0.000325435 0.010609 -0.00723967 -0.00177215 0.000475815 -0.0156221 0.00238236 0.00364846 0.00202706 -0.0282721 0.00505071 0.026318 -0.034663 0.00271733 0.0041005 0.0226955 0.000593733 0.00421057 0.00169797 -0.00892489 -0.0201578 0.00691647 0.00107399 0.0086047
internal_weight=0.0434082 0.0417793 0.0401935 0.0391886 0.0370057 0.00218298 0.0359229 0.0041975 0.00281287 0.0317254 0.0296958 0.00314458 0.0265512 0.0253982 0.0238435 0.00216352 0.02168 0.00214349 0.00202959 0.0195365 0.0184845 0.00293283 0.0155516 0.0139513 0.0127485 0.00419964 0.00295327 0.00854884 0.00681092 0.00509605
internal_count=2900 2833 2742 2713 2550 163 2513 134 102 2379 2273 322 1951 1676 1580 86 1494 105 106 1389 1355 77 1278 1164 1137 307 252 830 709 614
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=6 3 13 18 6 6 0 5 5 13 6 8 17 17 17 9 17 17 17 17 16 6 13 13 16 16 9 9 17 17
split_gain=3.11737e-05 5.83891e-05 5.94365e-05 9.45219e-05 6.7092e-05 7.41059e-05 0.000133754 0.000181586 8.10595e-05 7.43977e-05 0.000159294 7.52368e-05 7.47521e-05 9.76548e-05 0.00013067 0.000121645 9.54501e-05 0.000104481 8.89073e-05 0.000133726 0.000106628 0.000244099 0.000203835 0.000171763 0.000144208 0.000140238 0.000128896 0.000228554 0.000123776 0.000222515
threshold=3.6650856341500009 67.910452375100007 95.99139754765001 17.108018746400003 10.715250360100002 11.865277230300002 97.835679825150024 16.579584939650001 17.369804050850004 107.97116697695002 14.685343120700002 4.9461400813500012 171.14418113535001 182.28951942140003 184.59783591905003 195.51131808980003 186.67336014325002 187.98346801990002 189.27091549140002 190.40793214150003 22.604947139800004 16.515385879350003 117.38883580790001 115.02030419500001 22.554947256700004 20.674951653000004 203.83507631320003 198.36365860590004 196.27545234990001 200.83528241485001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 7 -7 -9 11 -11 -10 -12 15 -15 -14 -16 -18 -19 -20 22 26 23 25 -24 28 27 -22 -21 -30
right_child=1 2 3 -5 5 6 -8 8 9 10 12 -13 13 14 16 -17 17 18 19 20 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.014949188780783605 0.024278361492226924 -0.017147889528960653 -0.019220216288332724 0.027252226263824866 0.023106416077830452 0.038927536827236361 -0.025552530105431966 -0.027236406394536242 0.0013577604798707997 -0.034447770028397905 -0.017244214055845027 0.038625483603494354 0.0016068049355296714 -0.033848870576640093 0.028159399177083023 0.045915651300015972 -0.026029019518339743 0.023959056603255102 -0.027564231040402693 -0.021837756837925409 0.041411729331356527 -0.021056792621664301 0.0011439142905851245 0.032355262168653802 -0.04194495728670037 -0.03460136838426154 0.054529812069240485 -0.016087010605825815 0.049853112584129437 -0.01393737372819477
leaf_weight=0.0013516930569582716 0.0010061872208538747 0.0019487349979244372 0.0017618042547621051 0.0013005982800162732 0.0014260061500236945 0.0012385186108154677 0.0019558490846327261 0.0010645508795992234 0.0011681396867026577 0.0013205305377898607 0.0020410474905816307 0.001010148462284241 0.0013891171037626283 0.001052037918567581 0.0013332433744935026 0.0011184960998420479 0.001379245648961038 0.0017481213535614692 0.0015651759988470739 0.0010299354047031972 0.001521843706226292 0.0014325765895184892 0.001340179208024983 0.0018971911719063428 0.0018473494165699598 0.0010981829049470093 0.0011964260169161633 0.0012667299836749552 0.0011752850694518114 0.001022616117275249
leaf_count=338 111 343 200 71 99 45 159 62 119 121 221 56 86 48 52 39 49 58 59 48 63 60 39 53 71 42 42 37 54 55
internal_value=-3.33919e-06 0.000481639 -0.000107393 0.000750659 -0.000170934 0.000770774 -0.000160193 0.00137944 -0.000119807 0.000843916 -0.000551755 0.0186401 0.00114021 0.0026772 0.000537379 0.0213703 0.00227208 0.000504017 0.00252123 0.000235211 0.00316953 0.0143458 -0.00326445 0.00726844 -0.0238285 -0.00373347 0.0270728 0.0152925 0.00676848 0.0201734
internal_weight=0.0430076 0.0416559 0.0406497 0.0387009 0.0374003 0.0356385 0.0342125 0.0322567 0.0310182 0.0299536 0.0277753 0.00217829 0.0264548 0.0244138 0.0219061 0.00250761 0.0208541 0.0195209 0.0181416 0.0163935 0.0148283 0.00541758 0.00941074 0.00622321 0.00318753 0.00432602 0.003985 0.00278857 0.00322784 0.0021979
internal_count=2900 2562 2451 2108 2037 1837 1738 1579 1534 1472 1297 175 1176 955 830 125 782 730 681 623 564 202 362 252 110 199 142 100 157 109
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=9 19 0 19 16 5 15 15 16 2 14 12 19 16 17 2 7 18 12 15 15 7 17 15 6 6 19 0 14 15
split_gain=3.62077e-05 0.00011505 9.81517e-05 9.05079e-05 0.000177385 0.000193078 0.000170002 0.000108372 0.000213206 0.000108376 0.000152329 0.000151835 0.000173221 0.000103449 0.000173745 0.000183411 0.000162292 0.000212065 0.00032783 0.000145887 0.000152136 0.000204649 0.00020841 9.05484e-05 8.91113e-05 9.64691e-05 7.01716e-05 0.000115134 0.000109482 0.000151567
threshold=187.70546222865002 14.451165964200003 102.21786657775002 12.651020723000002 15.164964537700001 14.515626273450001 26.285853065250006 28.452330424200003 18.684956306450005 67.628418476450022 168.39662374755002 114.86856072930001 13.851117550450002 22.694946929300002 188.07781354100004 107.21413536925002 23.031046061850002 13.482409244300003 177.99439387375003 44.920183738100008 36.282341310300005 23.903127120600004 202.56512036810003 43.376643616500012 16.485385178400005 16.575387281250006 13.051052998800001 89.738043936200015 376.01315066015007 17.382777826050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 5 -2 -5 -8 -9 -10 -11 -12 -13 14 -14 -16 -17 -18 -19 20 -20 -22 -23 -15 26 -26 28 -28 29 -1
right_child=2 -3 -4 6 -6 -7 7 8 9 10 11 12 13 23 15 16 17 18 19 -21 21 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0086368352949720475 0.026749047945606411 0.031601692109891347 -0.029813122274869975 -0.031899938391976919 0.043333819336794283 -0.032350450582026971 0.02445194814981139 -0.046566644503450272 -0.026564147441154463 0.036866920318366796 -0.033944573599312577 0.034332968035681782 -0.042105375044363479 -0.0011066591354674416 0.039637978517980448 -0.034661196013644598 0.027534962998501986 -0.058641589039202059 -0.025159387752933016 -0.029439346540644049 0.046976564097273417 -0.033127668960156072 0.026747759937610811 0.04102227923955315 -0.037595011102105197 0.0020412360853805755 -0.00047211208687643363 0.040279168186830833 0.018035135149303966 -0.030012347982145263
leaf_weight=0.002127549516552963 0.0010968618279724182 0.0013901682045477379 0.0012098680919706379 0.0018640396109651089 0.0013159238158375608 0.0011144619332203922 0.0016179088540049227 0.0010394631158834799 0.0014433780017597568 0.0011666749232619447 0.0012565928425942721 0.0015158330691632518 0.0011171583544200359 0.0010272265794719635 0.0010223069288883843 0.0015474480919112814 0.0021908023096042306 0.0010854796953054802 0.0010377084393266012 0.0012536961054762747 0.0014903279314513185 0.001063940641635952 0.0012815589670083227 0.0010135682341623209 0.0011074989636358906 0.0013781734265558446 0.00145217568312761 0.0013266843665025174 0.0021663278547431122 0.0019397901889104154
leaf_count=323 58 48 257 139 60 74 81 125 46 32 53 79 63 52 28 73 64 37 49 63 38 30 48 35 51 223 68 75 249 279
internal_value=1.57738e-06 0.00442944 -0.00191524 -0.000733517 0.0142634 -0.00303589 -0.00284647 -0.000509208 -0.00238294 -0.00014408 0.00185558 -0.000425903 0.00210423 -0.00112441 -0.00438915 -0.000870061 -0.00465161 0.000286781 -0.00798963 0.000983697 0.00880989 0.0179996 -0.000412297 0.0198168 0.00114423 -0.0156188 0.00576751 0.0189834 -0.000123899 -0.00979568
internal_weight=0.0426606 0.0128884 0.0297722 0.0285624 0.00352725 0.00221132 0.0250351 0.0231711 0.0215532 0.0205137 0.0190703 0.0179036 0.0166471 0.0151312 0.0130904 0.0119733 0.010951 0.00940351 0.00721271 0.00612723 0.00487354 0.00383583 0.0023455 0.00204079 0.0114982 0.00248567 0.00901253 0.00277886 0.00623367 0.00406734
internal_count=2900 1316 1584 1327 192 132 1135 996 915 790 744 712 659 580 493 430 402 329 265 228 165 116 78 87 1268 274 994 143 851 602
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=7 18 7 18 15 18 0 13 3 19 18 16 16 17 10 13 0 19 19 15 14 10 17 17 10 7 7 8 9 15
split_gain=3.3722e-05 0.000160474 0.000116303 0.000281391 0.000112204 9.19923e-05 8.0422e-05 0.000104182 0.00018196 0.000179709 0.000123542 0.000464182 0.000390098 0.000236065 9.91818e-05 8.10357e-05 0.000128457 0.000109459 0.000124772 0.000287849 9.45901e-05 0.000111751 0.000102026 7.55745e-05 0.000109573 7.52984e-05 0.000119513 0.000147814 0.000126917 8.98371e-05
threshold=22.726915405250001 13.228319457400001 22.535351262400003 13.057710350500001 39.104631750950013 13.3584252364 86.420486603250012 112.82921081865001 89.227236891450005 13.851117550450002 13.713893333650001 22.584947186600004 22.604947139800004 202.56512036810003 61.93938686740001 109.72404167800001 94.776214472700005 13.351077205700003 12.751028791950002 26.744537432900007 223.45180875365003 78.285212300550015 184.18061320350003 189.37128582595003 87.33187390945001 22.124753953150002 21.118786167550002 4.9461400813500012 66.290220196950017 20.742056627150003
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 -3 14 9 -9 15 11 -10 13 -12 -7 16 -8 18 20 -20 22 -22 -18 -23 -25 26 27 28 29 -1
right_child=1 5 3 -5 -6 6 7 8 10 -11 12 -13 -14 -15 -16 -17 17 -19 19 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.012834700537907041 -0.029698950777184846 0.021552615994293964 0.062531950126973893 -0.0012174956520090141 -0.022389948749772237 0.0038100468205564857 -0.030947069689909176 0.046009556566719519 0.062123952012891781 -0.037475849217872552 -0.069491767460904255 -0.020781916465218011 0.031969853741504746 -0.0033437261862573997 -0.036042598849316682 0.025942055646478925 -0.0021526097755378139 0.026622151110164635 -0.05923065468093848 0.013798881480349155 -0.030494497121693689 -0.015534650599945552 0.039800424340251835 0.025828824413884701 -0.014604299533896968 0.021785478060925297 -0.026633771765615245 0.03976934558352363 -0.030655456852043402 0.026363642970482073
leaf_weight=0.0010062412178213362 0.0019353994276757385 0.0018622276053439973 0.0010737984267381604 0.0019494115002050907 0.0019631108328959672 0.0011210696982150905 0.0014551181535153836 0.0011870858059666025 0.0013117789180796535 0.0014748014452533034 0.0010536251868416002 0.0013919282810093137 0.0014124369478736298 0.0011056639103988464 0.0014097793679578108 0.0010496317881916175 0.0011124979332839853 0.0014162051668148426 0.0011304732135481227 0.0010328113568434487 0.0012618080845914204 0.001450019471582905 0.0012103158915756362 0.0019973696481571102 0.0010087302300432754 0.0018812608391373803 0.0014075732327920847 0.0010428062207182842 0.0011334683497644096 0.0013956117414100078
leaf_count=68 98 62 38 70 74 42 178 54 23 82 29 36 51 42 85 29 92 87 132 90 110 244 80 170 244 85 119 42 283 61
internal_value=2.69224e-07 -0.00186815 0.00427267 0.0214253 -0.00100258 9.37095e-05 -0.0014677 0.000389282 0.010107 -0.00425939 0.00331548 0.0194422 -0.00889203 -0.0356207 -0.0183894 -0.000791234 -0.00293727 0.000570202 -0.00304552 -0.0243644 0.00269011 -0.00422283 0.0197073 0.00321633 0.012261 0.00433439 -0.00115035 0.00668468 -0.00307423 0.00994174
internal_weight=0.0422441 0.0293908 0.0128533 0.00302321 0.00983007 0.0274554 0.0255932 0.0230623 0.00746252 0.0155998 0.00627543 0.00270371 0.00357173 0.00215929 0.00253085 0.014125 0.0130753 0.0116202 0.010204 0.00216328 0.00804074 0.00571793 0.00232281 0.00445612 0.0030061 0.00786696 0.0059857 0.00457813 0.00353532 0.00240185
internal_count=2900 2060 840 108 732 1962 1900 1773 235 1538 181 59 122 71 127 1456 1427 1249 1162 222 940 768 172 658 414 658 573 454 412 129
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=30
num_cat=0
split_feature=2 2 17 2 15 16 15 16 7 7 9 9 17 15 18 16 5 18 18 7 4 9 17 6 0 6 6 17 6
split_gain=3.58291e-05 8.5624e-05 6.64514e-05 0.000105869 6.80971e-05 9.95653e-05 0.000150757 9.35818e-05 5.60125e-05 0.000201015 9.50838e-05 0.000122198 0.000142639 0.000119228 0.000112381 7.87865e-05 7.56719e-05 0.00015214 0.00018442 0.000140029 0.000181477 9.41618e-05 8.50065e-05 0.000139842 0.000104951 0.000205617 0.000122672 0.000127986 4.46434e-05
threshold=325.75432260090003 308.2991537635001 208.12573104970002 207.83068032845003 12.389956812050002 12.644970430600003 17.183237161800005 14.479966139550003 19.771475517600006 21.725272673150005 212.35308743945004 207.37918994975004 204.75389752000004 22.530191796700006 14.804191144800003 19.304954856600002 17.671168838450004 13.901940775400002 14.339258036900002 23.539316666200005 285.80603333175003 199.82130058355003 195.10209338440004 16.585387514950003 86.530713386650021 15.825369757250002 16.445384243750002 188.07781354100004 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
left_child=1 2 4 -4 -1 -6 -7 -8 15 -10 11 12 13 -11 16 -9 -15 19 -19 20 22 -21 23 24 26 -26 -18 -28 -12
right_child=-2 -3 3 -5 5 6 7 8 9 10 28 -13 -14 14 -16 -17 17 18 -20 21 -22 -23 -24 -25 25 -27 27 -29 -30
leaf_value=0.026663600808835161 -0.013846356051070489 0.028719454478156992 0.0006270439221720968 -0.039265398522749434 -0.025890904886539862 0.038974981170853767 -0.025144830868244941 0.035417730474798265 -0.033089243087412082 0.02771601897525355 0.035526880763293023 -0.026243511540594056 0.037053206882209665 0.020823095949834402 -0.033245104102085872 -0.00095692696001632705 -0.026737553407982579 -0.04494076781546015 0.0067182481266808564 0.0465692739421096 -0.037994926394160196 0.0089433677034505485 0.021858201561113112 -0.03591884376125988 -0.0036645916336892886 0.053042543351762741 -0.014935225487331324 0.022519479853594565 0.0073365726910139886
leaf_weight=0.0010056159585164126 0.0017886396929754139 0.0010557977203731741 0.0016974069908134706 0.0010940341798396092 0.0013968373118809626 0.0010325880796451239 0.0013982356344736857 0.001115510115250933 0.0017185223457892333 0.0014995032440419101 0.0011593775817570718 0.0016102996170831189 0.0011203188854249637 0.0016350343765746947 0.0010571996046495604 0.001277273743024214 0.0018223309442644033 0.0016234091935829467 0.0012032720377730399 0.0010138050695491794 0.0012818443240934186 0.001933854316988004 0.0017669752756859216 0.0010787518671910865 0.0016281520524898951 0.0010529264811793837 0.0017132546506646307 0.0019515331699821448 0.0010898457278000762
leaf_count=200 231 88 204 118 292 66 131 135 163 70 85 119 38 103 102 61 72 68 62 28 96 48 48 37 39 25 54 65 52
internal_value=9.45801e-07 0.000619623 -0.000141523 -0.0150078 0.00100527 0.000271847 0.00135358 0.000167445 0.00129629 8.13482e-05 0.00217389 0.000401548 0.00223656 0.000484424 -0.0014823 0.0160009 0.000221801 -0.00164226 -0.0229504 0.00230903 -0.00238373 0.0218843 0.00176084 -0.00207951 0.00238956 0.0186057 -0.00553387 0.00500975 0.0218675
internal_weight=0.0418222 0.0400335 0.0389777 0.00279144 0.0361863 0.0351807 0.0337838 0.0327512 0.031353 0.0289602 0.0272417 0.0249925 0.0233822 0.0222618 0.0207623 0.00239278 0.0197051 0.0180701 0.00282668 0.0152434 0.0122958 0.00294766 0.0110139 0.00924695 0.0081682 0.00268108 0.00548712 0.00366479 0.00224922
internal_count=2900 2669 2581 322 2259 2059 1767 1701 1570 1374 1211 1074 955 917 847 196 745 642 130 512 436 76 340 292 255 64 191 119 137
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=6 9 17 6 5 12 13 4 15 13 12 18 7 18 7 4 5 6 18 9 9 5 15 6 3 0 16 9 2 4
split_gain=3.43484e-05 5.65178e-05 0.000114249 0.000112699 0.00012314 0.000107025 0.000102432 0.000449703 0.000124625 8.49683e-05 6.98101e-05 6.8478e-05 0.000124171 0.000154427 0.000124117 0.000192917 0.00018026 9.37781e-05 0.000196739 0.000115027 0.000148908 8.02387e-05 7.81193e-05 0.000275453 0.000176607 0.000202441 0.000180702 0.000166896 0.000151893 2.68642e-05
threshold=3.6650856341500009 187.70546222865002 192.49174628505003 7.305170684150001 20.102686929350003 217.21823064915003 117.59047016770002 208.63771838305004 20.742056627150003 98.362617618700014 78.909246879600019 12.868666868750003 22.557405306150006 13.064341268650002 23.124786352450005 227.97173202615002 21.564786815050002 16.515385879350003 13.482409244300003 196.16158123080001 197.58039077460003 19.302881570050001 34.279674133750014 15.415360177400002 85.54673771085001 96.055920542800024 18.054957779650003 205.70977008025002 229.52120806975003 257.27402154285011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 -4 7 -6 -9 -3 -11 -12 -13 -14 15 16 -15 18 -16 21 -21 -20 24 -24 25 -22 27 -27 -25 -29
right_child=1 9 5 4 6 -7 -8 8 -10 10 11 12 13 14 17 -17 -18 -19 19 20 22 -23 23 28 -26 26 -28 29 -30 -31
leaf_value=-0.015817566415129651 -0.030399335001131164 -0.029540046883341761 0.0475674426483427 0.029638157444689742 -0.061676837613134833 0.0063676058461633756 0.017867515805938674 -0.016535641042495323 0.025891659366821137 -0.02300849254126041 0.023398141691333831 -0.034425163004647992 0.03705816359093652 -0.027422308442512769 0.035822811713378588 -0.047845951637880725 0.028445689323307561 -0.019941027672580523 -0.039537563924174346 0.041166923503863945 -0.039435889791910185 -0.0021679909596636062 -0.049365821340966398 -0.013034576358532985 0.037020703323979463 0.019870087631941882 0.046145784037131043 -0.0093139420244519096 0.028269492324849849 -0.032058257622028179
leaf_weight=0.0013286618807667591 0.0010051914248141352 0.0010651049482588047 0.0011608094894679519 0.0016275818783118273 0.0012038266818374765 0.0013801751947848488 0.0019151789592999693 0.0010805673652648242 0.0019269395727366072 0.0013422582383779648 0.0012310650305148432 0.0010497437635573195 0.001114741673578743 0.0011918294089910096 0.001783033682357881 0.0013571018582397487 0.0011204822996653263 0.0017501321029088071 0.0010914771494885392 0.0010136178035704555 0.0010820588865262954 0.0012132642250714532 0.0012363759788624768 0.0020021954108006557 0.0016109950691571839 0.0019373334079970661 0.0010062066940488279 0.0010169105291100156 0.0016032638612735184 0.0010612811747590101
leaf_count=338 154 246 108 104 136 112 108 127 137 37 66 47 54 32 51 76 31 80 72 35 91 47 111 61 77 83 46 82 61 90
internal_value=1.52341e-06 0.000524615 0.00652034 0.00110471 0.00518869 0.0251891 -0.00130661 -0.0100264 0.010648 -0.00182137 -0.000759972 0.000368088 -0.000755097 0.000705902 -0.00105006 -0.0179161 -0.000350222 0.00213873 0.00432711 0.000789603 0.00429761 -0.0198654 0.00132138 -0.00863495 0.00757003 -0.000202996 0.00825072 -0.00124499 0.00533238 -0.0209289
internal_weight=0.0415094 0.0401807 0.0113003 0.00875929 0.00775409 0.00254098 0.00612651 0.00421133 0.00300751 0.0288805 0.0278154 0.0264731 0.025242 0.0241923 0.0230776 0.00366941 0.00231231 0.0194081 0.017658 0.015875 0.0135702 0.00230474 0.0125566 0.00484184 0.00771479 0.00610379 0.00502173 0.00401553 0.00360546 0.00207819
internal_count=2900 2562 986 766 612 220 508 400 264 1576 1330 1293 1227 1180 1126 139 63 987 907 856 737 119 702 233 469 392 301 255 122 172
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=7 18 5 18 15 18 19 7 15 16 0 13 3 19 18 16 16 17 10 8 18 5 9 13 3 17 3 19 15 15
split_gain=3.04108e-05 0.000140511 0.000117049 0.000110562 0.000159496 8.78449e-05 7.63785e-05 0.000130274 0.000249623 0.000152516 7.30163e-05 8.90682e-05 0.000157272 0.000142304 9.16985e-05 0.000381887 0.000331246 9.85331e-05 8.76077e-05 7.19869e-05 9.8012e-05 0.000125887 9.97426e-05 0.000105987 0.00023567 0.00016187 9.00325e-05 6.84282e-05 6.57247e-05 0.000137098
threshold=22.726915405250001 13.24392582145 21.964328598750004 14.255915995100002 20.742056627150003 13.3584252364 14.551174033150001 22.535351262400003 37.965550269150008 18.934955721800005 86.420486603250012 112.82921081865001 89.227236891450005 13.851117550450002 13.713893333650001 22.584947186600004 22.604947139800004 202.72018094520004 61.93938686740001 8.3434888241000014 14.752187928300001 18.228105795950004 210.70699256735003 98.238948544700023 74.63428615940002 191.89151741935004 68.555682326450011 12.851036860900001 32.895435401150003 27.471913688500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 7 8 9 -6 18 13 -13 19 15 -14 17 -16 -7 20 21 -12 23 24 26 -25 -22 -27 29 -11
right_child=1 5 -4 -5 6 10 -8 -9 -10 28 11 12 14 -15 16 -17 -18 -19 -20 -21 22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.033504629359797138 -0.0031984402793628604 0.022210948819524699 -0.051545788086633938 0.034045099357727031 -0.020432550121703631 0.0031853768028013763 -0.012404646092174653 0.031658592414345647 -0.033387395835501987 0.036463905089547041 -0.047630329020306991 0.04374130773890153 0.057177521370308237 -0.034107779618565627 -0.053804686811274406 -0.019426864380495051 0.030718188270651887 -0.01031379292159113 -0.034566836108949409 0.016153563267417247 -0.011983392038384777 0.0013543592407752757 -0.023382099582886871 0.043770650565565589 -0.047833768490816948 0.019051750087904887 0.02567954018928726 -0.010749285715871573 0.038461452422466874 -0.014268487908097953
leaf_weight=0.0011890315612741497 0.0010027137371977956 0.0016862825773537931 0.001000294703710115 0.0011229572253151085 0.0010339549854830495 0.0011145109976369754 0.0019869622188478661 0.001998299722356392 0.0014900522752838916 0.0010843324559850487 0.0010631037959171761 0.0011359877197065762 0.0012518148300841858 0.0014150085980551017 0.0010677251243578212 0.0013553810538269317 0.001369546494856877 0.0010172471685152562 0.0013706560167492034 0.0021178830374526869 0.001172211832878094 0.0010358070907017132 0.0014891736557264184 0.0013645720117754223 0.0010514313725412602 0.0013856627182823322 0.0013841800998184162 0.001735558342004985 0.0015788336338573572 0.0010470053716999939
leaf_count=184 30 56 74 89 223 42 67 66 62 51 93 54 23 82 31 36 51 40 85 158 299 66 206 67 166 74 172 155 42 56
internal_value=-1.22646e-06 -0.00180182 -0.0273429 0.00410629 0.00115936 0.000122631 0.00519251 0.0094397 0.00231767 0.013532 -0.00137339 0.000429906 0.0095953 -0.00390605 0.00319622 0.0173538 -0.00748883 -0.0325857 -0.0176363 -0.000809168 -0.0038845 -0.0234565 0.000402346 0.00477853 -0.00798151 0.0150412 0.00840952 0.00248085 0.0229973 0.011542
internal_weight=0.0411182 0.0285868 0.00200301 0.0125314 0.0114085 0.0265837 0.0102194 0.00823248 0.00623418 0.00474413 0.0248975 0.0224123 0.0071977 0.0152146 0.00606171 0.0026072 0.00345452 0.00208497 0.00248517 0.0137996 0.0116817 0.00209891 0.00958279 0.00809362 0.00360782 0.00448579 0.00255639 0.00312122 0.00371017 0.00213134
internal_count=2900 2060 104 840 751 1956 567 500 434 372 1900 1773 235 1538 181 59 122 71 127 1456 1298 159 1139 933 637 296 471 229 149 107
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=2 17 5 9 9 4 16 15 18 15 17 7 7 16 15 6 7 9 18 5 5 3 2 2 15 19 0 10 16 17
split_gain=3.31017e-05 8.69242e-05 6.2773e-05 8.53456e-05 8.16678e-05 9.01927e-05 0.000134388 0.000121227 0.000130716 0.000207885 9.50079e-05 7.09439e-05 8.69846e-05 9.17528e-05 0.000127967 9.4414e-05 0.000103353 0.000154336 0.000146121 0.000286697 0.000164573 0.000157005 0.00016917 0.000131739 0.000247227 0.000109821 0.00016686 9.43773e-05 9.36897e-05 6.32036e-05
threshold=317.41815758785003 203.93111730270002 30.372394345600004 220.61915514650005 215.80505313260002 395.41070928875007 11.934972090850001 17.512831095650004 16.647829787700001 20.937157557000003 206.41783130310003 20.940097048150005 22.087764922150004 15.444963882950001 24.511023953300004 14.355335410100002 23.789355599150003 197.58039077460003 13.512826932300003 20.410615048800004 21.042547594650003 93.964300117300013 154.60082690140004 192.77055391600001 33.349666957650008 14.251149826300002 87.181320254150009 62.020040611300011 22.634947069650003 189.15434684240003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -8 9 -9 11 -11 -13 -14 -15 -16 18 -18 19 -17 -21 22 28 24 -19 -20 -27 -24 29 -22
right_child=1 -3 -4 -5 -6 -7 7 8 -10 10 -12 12 13 14 15 16 17 23 25 20 21 -23 27 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.034331584314012523 -0.032326050153994555 0.0086195689454244308 0.021335766457102685 -0.023882908990327738 0.027657956921808904 0.026753984844626228 0.026567745040245994 -0.038338086370540959 0.033918227593240723 0.019161017607645811 -0.026870256798683236 -0.02425790548143528 -0.026656554448162919 0.030278713768764256 -0.029138704529410104 0.051304761732983387 0.045989917687130982 0.018029134332599304 -0.040938942292692827 -0.039972510126778674 -0.0064561590967090361 -0.027361517395993729 0.0060218657410502953 0.024852279975006674 -0.044497099258781821 -0.029808918665041869 0.021526388884678047 -0.031021154778574069 0.047146012158399177 0.025877571730076199
leaf_weight=0.0011663201696678052 0.001060393952719319 0.0010145108925541657 0.0014145811779887598 0.0014531828832355575 0.0011004903639224356 0.0012148399114202393 0.0016567740400841224 0.0015280727470460683 0.0010242799016351159 0.0019542473445914891 0.0012995953300734822 0.0014658315466359205 0.0011525863344122441 0.0015207355330241886 0.0010400573490505485 0.001120997643056401 0.001146472242922413 0.0014129174883926732 0.0014495226187989383 0.0010285482999279347 0.0010263099686085306 0.0014371942497294595 0.0016858758654252834 0.0018915059688548244 0.0011446900362801493 0.0013930709862140511 0.0011607375383153595 0.0011617471554885989 0.0011439941162088019 0.0014710934218555849
leaf_count=399 153 111 87 138 107 118 114 157 84 184 102 77 81 101 106 36 44 85 46 31 28 92 63 76 47 62 36 63 36 36
internal_value=-1.13914e-06 -0.012306 0.000659161 -0.000126005 0.000838369 -1.22475e-05 -0.000983383 0.000220159 -0.00120358 -0.00241747 -0.000464651 0.000815431 -0.000627072 0.000853975 0.00228 0.000224521 0.00177674 0.0132734 -0.0027925 0.00362905 -0.00233921 0.0025443 0.00916786 0.00484288 -0.00995528 -0.0189546 -0.00647639 -0.00909061 0.0234462 0.01259
internal_weight=0.0407412 0.0020749 0.0386663 0.0372517 0.0357985 0.034698 0.0334832 0.0323169 0.0306601 0.0296358 0.0281077 0.0268081 0.0248539 0.0233881 0.0222355 0.0207147 0.0196747 0.00559559 0.0140791 0.0100758 0.00895476 0.00792621 0.00648902 0.00444911 0.00255761 0.00400333 0.00255381 0.00284762 0.0036414 0.0024974
internal_count=2900 264 2636 2549 2411 2304 2186 1787 1673 1589 1432 1330 1146 1069 988 887 781 252 529 385 349 318 226 208 132 144 98 126 100 64
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=3 7 17 17 17 17 19 19 7 17 7 18 8 19 4 15 5 4 17 16 0 6 18 16 7 18 15 16 2 15
split_gain=3.88151e-05 0.000148596 5.61952e-05 6.02454e-05 0.000183284 0.000103957 8.56407e-05 8.10805e-05 0.000103646 8.89205e-05 0.000101808 0.000203925 6.79937e-05 0.000174175 6.88768e-05 0.000347615 0.000297995 0.000147209 0.00010893 0.00016469 0.000225429 0.000147539 9.20916e-05 8.47326e-05 7.2398e-05 0.000110874 0.000227194 8.73244e-05 7.65587e-05 7.02309e-05
threshold=103.44111502715002 19.874819532250005 171.87233581170003 182.28951942140003 179.88087463185005 176.11179263395005 14.651182102100002 14.551174033150001 22.892948161350002 184.18061320350003 22.398098708400003 13.042786209850002 8.6432548896500023 14.351157895250003 259.70893083720006 39.283112803100003 20.950952025950006 279.78379849440006 194.18443652075004 22.624947093000003 89.057864029250013 13.665319288000001 16.915500282450004 20.044953126200003 24.071745547300001 15.946034773700001 26.744537432900007 18.744956166100003 81.219375828750017 25.787346793900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -4 7 9 -9 -5 -11 -12 14 -14 15 16 24 23 29 20 -20 22 -22 -16 28 26 -26 -28 -13 -19
right_child=-2 2 3 6 -6 -7 -8 8 -10 10 11 12 13 -15 17 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.033272667156630811 -0.014409668259629853 -0.019082931838794975 0.016558571322050106 -0.025389289363976688 0.040563018150427545 -0.027885087924476273 0.022557755344753076 -0.041136102608370972 -0.00021778692014118043 -0.025602339642157846 0.041067234137665436 0.0054426553643875898 -0.044776653441212649 0.009293034392344874 -0.047633649411822923 0.050704316841069977 -0.035898710860113599 0.038550580177258403 -0.051653907322538363 0.030072919051405484 -0.03794417205199653 0.025500008661503953 -0.0007015859625899418 -0.0095432223984890218 -0.048098543607813793 0.024144352677483456 0.030643104519102238 -0.0096473141192423475 0.04043600888256417 0.0030167670770613313
leaf_weight=0.0013487974966737001 0.0017869273516838485 0.0015615619458595039 0.0010377003816060262 0.0013831998348372938 0.0014142039954043728 0.0010679343144482933 0.0014652657772682423 0.0011711535139133371 0.0013131046576180965 0.0014041581190297739 0.0012729996260036824 0.001253730095121839 0.0011193155894103626 0.0012737305647886887 0.0010151381771748022 0.0015861898727678727 0.001845271784588931 0.0011508188576794269 0.0011127902956420237 0.0011537050734661894 0.0010353233163593596 0.0013999813489674307 0.0018510358636646962 0.0013751054539669627 0.0010049508244418526 0.0015055127412920213 0.0010235209998847861 0.0011338751081491072 0.0012471146458626348 0.0010765296093575392
leaf_count=65 248 258 92 104 67 90 54 41 54 107 49 41 74 68 111 50 46 100 55 48 127 100 290 45 93 134 53 70 76 90
internal_value=-1.08394e-06 0.000665875 -0.000514639 0.000297712 0.0127187 -0.00598233 -0.00106117 -0.00218816 -0.0195079 -0.000663686 0.00061051 0.00205752 2.38974e-06 -0.0159973 0.0017611 0.00753514 -6.13433e-05 -0.00371817 0.00227149 -0.00422234 -0.0115507 -0.00113934 -0.0140603 -0.0257203 0.00916343 0.00180767 -0.00882625 0.00946744 0.022893 0.0213763
internal_weight=0.0403906 0.0386037 0.0372549 0.0356934 0.00351984 0.00210563 0.0321735 0.0307083 0.00248426 0.028224 0.0268408 0.0254366 0.0241636 0.00239305 0.0217706 0.0106002 0.00901398 0.0111704 0.00878018 0.00655284 0.00539913 0.00428634 0.00288636 0.00239024 0.0071687 0.00466786 0.00316235 0.0021574 0.00250084 0.00222735
internal_count=2900 2652 2587 2329 249 182 2080 2026 95 1931 1827 1720 1671 142 1529 563 513 966 810 620 572 517 417 156 467 350 216 123 117 190
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=30
num_cat=0
split_feature=3 5 13 18 0 6 19 6 16 7 6 16 17 18 5 13 17 6 8 17 13 17 5 6 0 15 13 9 19
split_gain=3.22407e-05 6.0208e-05 6.02747e-05 0.000102176 8.60422e-05 0.000122647 0.000117964 6.78358e-05 0.000151121 8.92718e-05 0.000142319 6.43133e-05 5.60011e-05 0.000136012 0.000108674 0.00020171 0.000110108 0.000118302 0.000116479 0.000110823 0.000100106 9.73254e-05 0.000104914 0.000289622 0.000187878 0.000175656 8.93875e-05 0.000205426 8.87042e-05
threshold=108.3367972827 30.133297129900004 117.99105042915001 12.752103815600002 85.716110573100011 16.525386113000007 14.651182102100002 16.535386346650004 22.584947186600004 22.580174331950005 13.400313096150002 22.654947022900004 201.78545703200004 14.481714598550003 5.2595069053500012 95.870416931800023 198.29010168345002 14.905348261050003 8.6432548896500023 196.91396350930003 98.741690215100007 184.18061320350003 17.671168838450004 15.675366252400002 86.530713386650021 23.969938375100003 103.32013441125001 208.47660979520001 12.551012654050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 9 -9 10 -6 12 14 -14 -11 -16 18 -18 19 21 -15 28 25 -24 -25 -23 -22 -28 -17
right_child=-2 -3 -4 4 6 -7 -8 8 -10 11 -12 -13 13 20 15 16 17 -19 -20 -21 26 22 23 24 -26 -27 27 -29 -30
leaf_value=0.027681099648290183 -0.017715746244115427 0.024002690722773168 -0.020957654888464766 -0.036191161208033215 -0.0023489632137209233 0.0081706350726417874 0.034188638464529145 0.0095628195809552424 -0.041336652110967605 0.027274864766562264 0.037956051522563039 0.019078936429592942 -0.037077100362308095 -0.028734470507754451 -0.042862210934908378 0.0032178805061134283 -0.0061489275270072193 0.037944640735467987 -0.033786438540352855 -0.031211984069411499 0.026007867016060816 -5.7819583302629827e-05 -0.034290254074771605 -0.0053184613280311795 0.038912437429248624 0.050724840300700548 0.019692654941750768 -0.035796149641450184 -0.036240962354565476
leaf_weight=0.001338584483569826 0.001001770649766017 0.0010562402212892638 0.001349448250270501 0.0015242592214679395 0.0019186614025051415 0.0010542665433055385 0.0010321928501753055 0.0011361916533562241 0.0011987170612356435 0.0014244803128915127 0.0016122630613649713 0.0015167062831766822 0.001448451465197397 0.0011282096358092228 0.0011007959467146484 0.0012635275566778856 0.0010084520032870416 0.0015341114331377526 0.0010782669433497824 0.0010010601863553155 0.0013452167140153293 0.0013952709828761751 0.0016514666179564888 0.0020141772358160861 0.0018354698592020213 0.0013307887551800013 0.0014658399319502635 0.0012245291085089538 0.0010375188635606269
leaf_count=120 147 46 71 151 200 66 31 41 45 209 60 72 61 294 233 90 76 51 48 57 101 86 110 74 42 81 88 103 46
internal_value=-1.84172e-06 0.000452872 -0.00020225 0.000562598 -0.000466299 -0.0180532 0.0009204 -0.000163877 -0.0165684 0.00114183 0.0160548 -0.000898784 -0.00214635 -0.00999718 0.000790599 -0.00153089 0.00147221 0.0204559 -0.00235623 0.00058326 -0.00240123 0.00360646 0.00869125 0.000741863 0.0157704 0.0247329 0.00496064 -0.00556323 -0.0145737
internal_weight=0.0400269 0.0390252 0.0379689 0.0366195 0.0352809 0.00257853 0.0327024 0.0316702 0.00233491 0.0293353 0.00353092 0.0258043 0.0242876 0.00661225 0.0176754 0.0162509 0.0151501 0.00254256 0.0126075 0.0115293 0.0051638 0.0105282 0.00822717 0.00550111 0.00384965 0.00272606 0.00403559 0.00269037 0.00230105
internal_count=2900 2753 2707 2636 2516 217 2299 2268 86 2182 260 1922 1850 647 1203 994 761 127 634 586 586 529 393 226 116 167 292 191 136
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=29
num_cat=0
split_feature=6 13 13 18 6 6 16 18 6 10 3 3 13 3 16 5 5 16 13 13 5 8 17 12 4 9 17 8
split_gain=3.29585e-05 5.26075e-05 7.6339e-05 9.03178e-05 6.3762e-05 7.02482e-05 0.000140889 0.000143538 8.95592e-05 5.16606e-05 7.85667e-05 0.000116454 0.000111069 0.000260921 0.000124041 7.31565e-05 0.000210799 0.00012457 9.32466e-05 0.00014461 0.000128354 0.000178112 0.000242923 0.000149818 0.000121885 0.000107168 8.99631e-05 8.075e-05
threshold=3.6650856341500009 89.141206231250024 95.99139754765001 17.108018746400003 10.715250360100002 12.26528657645 14.994964935250001 15.502113896900001 14.185331438000002 71.464594023550021 85.622014538550019 86.302194445500007 112.82921081865001 89.324021384150015 20.784951395750003 27.955576342550007 24.779543538450003 22.744946812400002 117.38883580790001 117.47217800995001 21.042547594650003 8.2435668022500028 193.11174173740002 144.78335471795 286.97332695225003 197.89372115420002 198.47149978265003 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
left_child=-1 -2 -3 4 -4 -6 -7 8 -8 10 -10 -12 -13 -14 -15 16 17 18 26 -20 -21 -22 23 -23 -24 -25 27 -16
right_child=1 2 3 -5 5 6 7 -9 9 -11 11 12 13 14 15 -17 -18 -19 19 20 21 22 24 25 -26 -27 -28 -29
leaf_value=-0.015723478930498924 0.019363023516787311 -0.023367563490002866 -0.019572873392582846 0.027108564162360467 0.018869976809923045 -0.033995195320216082 -0.023947177841577821 0.031001619507936968 -0.020585951637114297 0.02293402744598267 0.032185781732907336 -0.023362664162033489 0.04858275139150095 -0.027031370293353264 0.04760733161012478 0.025402947811624263 -0.041247158511196577 0.035303529347450062 -0.036643239045301382 -0.026078481164363176 0.037979843644073197 0.0072295458626947147 0.049307705566975453 -0.054330267518584101 0.003857726745679595 -0.011394393470722639 -0.0032235109225236011 0.0090944014355427479
leaf_weight=0.0012900668435306952 0.0014275615416596129 0.001369685843901714 0.0016300352102132159 0.0012487192872931976 0.0019961768720468875 0.0012057181550650864 0.0015690685598435108 0.0015014857086918789 0.0017652985060867396 0.001000278020945238 0.0011597049616088864 0.0019123571931846167 0.0011283745605510367 0.001658937466059089 0.0010206162555732564 0.0011999201768812797 0.0011617169407529262 0.001103190721916226 0.0012361790970688577 0.0015863609595910266 0.0013603349733954115 0.0014704616016842911 0.0010089896005724547 0.001200797081351207 0.0014210408972559208 0.0011268875214334728 0.0017777416287572123 0.0011668101464010761
leaf_count=338 211 243 200 71 147 150 120 120 139 46 54 118 47 213 32 44 110 47 42 56 53 41 41 57 43 31 60 26
internal_value=-1.58221e-06 0.000526404 -0.000200622 0.00069028 -0.000269583 0.000691521 -0.000488854 0.000878915 -0.000734379 0.00064182 -0.000233804 0.0012821 -0.000307872 0.00182943 -0.000875972 0.00155607 -0.000163426 0.00291987 0.000434843 -0.0045354 -0.000209342 0.00519854 -0.00196143 -0.0177584 0.0227293 -0.033544 0.0134848 0.0270639
internal_weight=0.0397045 0.0384144 0.0369869 0.0356172 0.0343685 0.0327384 0.0307423 0.0295366 0.0280351 0.026466 0.0254657 0.0237004 0.0225407 0.0206284 0.0195 0.017841 0.0166411 0.0154794 0.0143762 0.0104111 0.00917487 0.00758851 0.00622818 0.00379815 0.00243003 0.00232768 0.00396517 0.00218743
internal_count=2900 2562 2351 2108 2037 1837 1690 1540 1420 1300 1254 1115 1061 943 896 683 639 529 482 364 322 266 213 129 84 88 118 58
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=30
num_cat=0
split_feature=9 19 15 8 12 0 19 16 5 16 19 0 6 9 18 3 3 10 10 7 10 18 15 4 0 8 9 19 19
split_gain=3.03706e-05 9.64213e-05 7.90672e-05 0.000125969 0.000129978 6.98819e-05 7.96635e-05 0.00013397 0.000166529 0.000128795 0.000113646 0.000103469 9.7004e-05 6.82309e-05 0.000207185 0.000194024 9.54906e-05 0.00016389 0.000108008 0.000121561 0.000314969 0.00018057 0.000122692 0.000183284 0.000162282 6.63858e-05 0.000136139 0.000128735 0.000124698
threshold=187.70546222865002 14.451165964200003 32.706399462450001 5.9453602998000008 150.89336347300005 102.21786657775002 12.651020723000002 15.164964537700001 14.515626273450001 18.684956306450005 12.951044929850001 94.964406541850011 14.815346158200002 193.06224578400005 13.3584252364 93.733092718100025 89.805255389500005 66.697957758300021 63.910026677050006 22.940014114900002 61.907125369850007 13.415872650200003 38.842471172100005 287.13979489680008 86.692020874450009 3.5472317755000007 62.308883479750001 11.750948102400001 10.450843205950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 7 8 -2 10 -8 12 -11 14 15 -14 17 -15 19 20 -18 -21 -23 -24 -25 26 27 28 -6
right_child=5 -3 -4 -5 25 -7 9 -9 -10 11 -12 -13 13 16 -16 -17 18 -19 -20 21 -22 22 23 24 -26 -27 -28 -29 -30
leaf_value=-0.031464549777900412 0.026687749749323961 0.030031224410676141 -0.017406807206008103 0.036203224385080841 0.011938210564635664 -0.026152374318359234 -6.0557938549851074e-05 0.040002218590856758 -0.030257080625849392 -0.028330356054624306 -0.037901084831346465 0.030509814281755334 0.035872517481863701 0.047172482625026435 -0.046014319783556246 -0.025045052273842617 -0.0147560323351664 -0.0022643646214502511 -0.028821803351353745 -0.030544338054946003 0.049764974487764631 -0.016648778491723741 0.052173954999933228 -0.022316471111191321 0.028701726397128525 -0.017062887278179225 0.041933885135212928 0.023590325168127028 -0.030934464400131208
leaf_weight=0.0010926770953503528 0.0010263083143882074 0.0012887149800864259 0.0019030806828356723 0.0011326754462393507 0.0012606563823022027 0.0011335784097153299 0.0014077380816830713 0.0012225884560437272 0.001027881467444933 0.0012631201337602862 0.001819461269218281 0.0010624992775944966 0.0010770060165737245 0.0012332574527533788 0.0011860080058472278 0.0010161337583526971 0.0014250058517113473 0.0014697558289067381 0.0012130170802038273 0.0019264192233042063 0.0016130276256807463 0.001713745661453769 0.0010007706620203116 0.0013330598301391021 0.0011713009131710805 0.0010694791650227645 0.0010844213160631222 0.001753597268738246 0.0014689039414457206
leaf_count=285 58 48 76 66 218 257 98 60 74 97 213 41 43 52 49 46 49 72 38 81 66 59 32 63 36 164 87 202 170
internal_value=-1.08906e-07 0.00418151 0.00108709 0.0050584 0.000494604 -0.00184367 -0.000792248 0.0137926 -0.00180647 -0.00287636 -0.0213947 0.000156621 -0.00157339 0.000371382 -0.0126214 0.00629953 0.00339318 0.0202913 -0.00061477 0.00274519 0.0195011 -0.00437905 0.00527921 0.0160004 0.00154497 0.00575613 0.0101394 0.00244875 -0.0111336
internal_weight=0.0393959 0.0120542 0.0107655 0.00886241 0.00772974 0.0273417 0.0262081 0.00327678 0.00205419 0.0229313 0.0032272 0.0197041 0.0186416 0.0173785 0.00327915 0.00209314 0.0140994 0.00270301 0.0113963 0.0101833 0.00303803 0.0071453 0.00521888 0.00350513 0.00250436 0.00663706 0.00556758 0.00448316 0.00272956
internal_count=2900 1316 1268 1192 1126 1584 1327 192 132 1135 311 824 783 686 138 89 548 124 424 386 115 271 190 131 99 841 677 590 388
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=28
num_cat=0
split_feature=7 3 5 6 18 16 19 13 15 9 16 2 10 13 5 13 5 13 17 17 10 9 2 5 10 2 19
split_gain=2.77917e-05 0.000107507 8.05461e-05 0.000117964 0.000152207 7.82037e-05 0.000152255 8.49106e-05 0.000225222 0.000184821 6.93782e-05 0.000228136 0.000132738 0.000120039 0.00011781 9.72325e-05 0.000228356 0.000139556 0.000234638 0.000205011 0.000191892 0.000136455 0.000167771 0.000115152 0.000211759 8.22968e-05 2.77679e-05
threshold=24.176224535650004 82.511468481600005 22.504913082700003 14.955349429350003 14.972610129150002 18.634956423400002 12.851036860900001 98.238948544700023 13.612549286700002 205.70977008025002 18.564956587050002 178.89104431090001 68.214248143850014 113.85351336640001 20.206488238950005 116.59305220125002 21.042547594650003 117.55283175385001 195.53954078470002 195.44378352670003 62.106071271500007 190.58777288605003 122.26439358135001 27.804994959100004 61.917879202350001 132.99388411665004 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
left_child=1 -1 3 4 26 6 7 8 -6 -9 11 -3 13 -12 -15 25 -17 19 21 20 -18 22 -19 24 -23 -16 -2
right_child=2 10 -4 -5 5 -7 -8 9 -10 -11 12 -13 -14 14 15 16 17 18 -20 -21 -22 23 -24 -25 -26 -27 -28
leaf_value=0.025082435698648094 -0.018408230184179513 -0.043721791362369054 -0.030773563257128773 0.022961205218477387 0.015752141627773251 0.023415586423667419 -0.032312287639867453 0.03787993473755593 -0.038385853722375227 -0.010461376027312149 -0.026345830861521903 0.011340588363618072 0.031288557351831801 0.03228849024309343 0.037343609246263398 -0.039049269926861994 -0.02721468379560063 0.042588328963242487 0.04368830397886956 -0.053083772878905013 0.024563221746593169 -0.055004832199725087 -0.011325065822612213 0.018970303066190169 -0.00049167137291210165 0.0017629247005431004 -0.041821070596316567
leaf_weight=0.001864679586013984 0.0010224221212756122 0.0013934185066701277 0.0010114345692425362 0.001712888049703625 0.0017240644934387352 0.0012612061893282345 0.0014778794253114333 0.0016620429442717466 0.0013863450460778557 0.0015089056047423721 0.0015856347010871899 0.0016358216191274442 0.0014595874406602141 0.0012255022800218276 0.001178704771135128 0.0015780961202445107 0.0013899054652215153 0.0013587855346124398 0.0015654433158340808 0.0010028365513926121 0.001475701643382725 0.0011100971418354089 0.0010034507837988205 0.0010029218809890494 0.001990006191970606 0.001449429500952476 0.0010040060792802508
leaf_count=142 105 287 59 89 345 57 197 81 325 96 72 195 59 37 41 56 79 51 48 44 51 49 94 28 91 46 76
internal_value=4.32851e-06 0.00197393 -0.00360988 -0.00145668 -0.00524283 0.000320687 -0.00343322 0.00336146 -0.00837778 0.0148766 0.000132902 -0.0139875 0.00223213 -9.84332e-06 0.00239969 0.000125365 -0.00330582 0.00143457 0.00895095 -0.0141691 -0.000550617 0.00053994 0.0196865 -0.0104833 -0.020012 0.0177207 -0.0300083
internal_weight=0.0390412 0.02527 0.0137712 0.0127598 0.0110469 0.00902044 0.00775924 0.00628136 0.00311041 0.00317095 0.0234053 0.00302924 0.0203761 0.0189165 0.0173309 0.0161054 0.0134772 0.0118991 0.0080307 0.00386844 0.00286561 0.00646526 0.00236224 0.00410303 0.0031001 0.00262813 0.00202643
internal_count=2900 1470 1430 1371 1282 1101 1044 847 670 177 1328 482 846 787 715 678 591 535 361 174 130 313 145 168 140 87 181
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=29
num_cat=0
split_feature=15 10 10 5 5 3 10 16 6 9 15 15 15 16 2 5 15 10 16 6 18 19 0 9 17 17 16 17
split_gain=2.93973e-05 5.25863e-05 0.000142537 8.39946e-05 0.000124857 9.60128e-05 6.35802e-05 0.000109593 5.50305e-05 7.50305e-05 8.33194e-05 0.000176775 0.000139482 7.59771e-05 6.90309e-05 8.03905e-05 0.000140692 9.84149e-05 0.000136253 9.33324e-05 0.000218757 0.000139873 0.000132329 0.000128092 0.000108394 0.000154813 0.000227147 0.000139458
threshold=11.896459116400001 87.33187390945001 82.204984254750016 11.848158554650002 13.361597395450001 79.47351079420001 75.465019721650009 15.054964794950001 13.315311110100001 66.290220196950017 27.008040895250005 23.811316291350003 28.452330424200003 18.684956306450005 67.628418476450022 20.717225865800003 36.508287084250007 64.321360770950022 19.974953289850003 16.375382608200002 13.373311100250001 14.451165964200003 86.692020874450009 201.78065190905002 195.24502669890003 190.94194574995001 22.614947116400003 187.45953903175004
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -10 11 -11 -12 -14 -15 17 -17 -16 -19 20 -18 -22 23 24 25 26 -21 -28
right_child=1 -3 -4 4 5 6 7 -9 9 10 12 -13 13 14 15 16 19 18 -20 22 21 -23 -24 -25 -26 -27 27 -29
leaf_value=-0.016314769005390316 -0.026692347655308736 -0.021972059002782051 0.030477940086847857 0.030811786654640919 -0.027199069048036831 -0.01932125485795155 -0.0066028637624083427 0.039001864226786337 0.024343432406309241 0.0072938169455856149 0.031773303869933087 -0.045105893301900957 -0.027050284515424679 -0.019020801176618939 0.037608945295835014 -0.032124719843164902 -0.048143642680030588 0.024161075157819793 -0.017108585647240934 0.053601034966860008 0.019214545395967328 -0.02618959350686198 0.037902472938623116 -0.021336090803279473 0.035747485836050329 -0.025228684425697673 -0.024726028938043904 0.018290167275674462
leaf_weight=0.0010737152930424603 0.0011602539694600253 0.0010162345651186988 0.0015791203999703232 0.001320740676153064 0.0012982799823826356 0.0014989598704779365 0.0010051399483063375 0.0011076034719987859 0.0012448259991400005 0.0013416507215742611 0.0013930342467317362 0.0012377988036216259 0.0010538257831936805 0.001677016591587587 0.0012585079469547575 0.0013532774776432175 0.001143130713475605 0.0016889723394193368 0.0015198855683991042 0.0010249442833438465 0.0019369035792048735 0.0010442998106483664 0.0012128698345179609 0.0017711636854361584 0.0012282827939410238 0.0014445256084263704 0.0013553811187659781 0.0016976657338702607
leaf_count=303 211 212 182 76 128 155 51 67 50 197 80 134 136 59 48 75 44 82 68 36 91 45 35 96 49 65 62 63
internal_value=6.16267e-07 0.000466346 0.0010894 -0.000235824 0.000670776 -0.000552671 0.000554718 0.0173054 -0.000660303 0.000352151 -0.000779821 -0.0178512 0.00107009 -0.000838403 0.000454989 0.00211462 -0.0013489 0.0139087 0.00461357 0.0016562 -0.0109515 0.00330972 0.00699766 0.0025992 0.00887895 0.00290302 0.012868 -0.000806605
internal_weight=0.038688 0.0376143 0.0365981 0.0350189 0.0338587 0.0325379 0.0312397 0.00211274 0.0291269 0.027628 0.0263831 0.00257945 0.0238037 0.0224107 0.0213568 0.0196798 0.0152124 0.00446737 0.00320886 0.0138592 0.00412433 0.0029812 0.00973483 0.00852196 0.0067508 0.00552252 0.00407799 0.00305305
internal_count=2900 2597 2385 2203 1992 1916 1788 118 1670 1515 1465 331 1134 1054 918 859 661 198 150 586 180 136 406 371 275 226 161 125
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=29
num_cat=0
split_feature=16 8 0 3 3 9 5 5 16 2 17 15 16 10 16 10 5 7 3 6 6 10 19 19 4 16 9 16
split_gain=2.86729e-05 0.000137283 4.52245e-05 0.000180237 0.00012471 9.50253e-05 5.47722e-05 0.000213572 0.000126763 0.000132481 0.0002333 0.000200528 0.000148028 0.000123091 8.86462e-05 0.000110544 0.000124829 0.000162078 0.000104414 0.000175406 0.000136758 0.000105392 0.000133314 8.06613e-05 0.000165639 0.000119119 0.000106876 0.000123147
threshold=22.724946859200003 8.6432548896500023 85.716110573100011 94.319176590550015 93.770731131900007 67.971334251450017 20.950952025950006 21.197160116700001 20.784951395750003 146.11720701395004 193.52305340940003 43.376643616500012 22.564947233300003 62.030794443850006 22.604947139800004 66.318885161900013 19.302881570050001 24.052187734100006 86.302194445500007 14.815346158200002 14.325334709150001 72.496961945650014 12.851036860900001 11.550931964450003 308.81208715255008 10.664975060650002 199.21354841250005 14.994964935250001
decision_type=2 2 2 2 2 2 2 2 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 -5 14 -8 -9 -10 13 12 -12 -11 15 -4 18 -18 19 20 21 -17 23 25 26 -23 -25 -28
right_child=1 -3 4 5 -6 -7 7 8 9 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29
leaf_value=-0.037473163778095994 0.039135851688623657 -0.0078670492296519547 -0.021982447878492899 -0.012833399739968929 0.029244823273178573 0.02530929543407659 -0.04656078417299199 -0.031294468714316272 0.025714320439328933 -0.0050931491871833079 -0.00017666362667148833 -0.018314345550704995 0.050460024456146273 -0.052067964058256005 0.029256899408261164 0.029233179538619293 0.053965143843949043 -0.0018902171676260715 -0.027201282224272774 0.035741660743307618 -0.033938180007012611 0.009780123680573044 -0.029001460657497521 -0.025788932695628167 0.040599241087365165 -0.028984417228071758 -0.012885900670867144 0.034448491546559296
leaf_weight=0.0015561655781882581 0.001004983876583764 0.0016280256427083639 0.0019388788692753988 0.0013585761715239064 0.0014455848230809911 0.001257916389255855 0.0011896975149230408 0.0012406208995279595 0.0019518746053677222 0.0010571140479638894 0.0010084132903628307 0.0014627914868761138 0.0013504409681672769 0.0011810387257616337 0.001147233742543107 0.0012679334900687631 0.0010441625246076216 0.0010339328165012707 0.0012886779435322239 0.0014263476530800298 0.001163298535408531 0.0016686679319981509 0.0014824140411373666 0.0010975443253300465 0.0014152016289201708 0.0015100754305172361 0.0010292887912988768 0.0011794433508023339
leaf_count=125 32 70 88 67 45 303 47 121 63 46 34 59 45 47 42 94 61 80 95 63 97 372 187 119 140 216 73 69
internal_value=2.15696e-06 0.0100733 -0.000739521 -0.0105239 0.000553258 0.00550425 -0.00082308 -0.00667784 -0.00154953 0.00305652 -0.0042416 0.0107742 0.0288128 -0.029881 0.00228132 0.000612635 0.00325063 0.0261749 -2.82795e-05 0.00261648 -0.00138288 0.00217294 -0.00148388 0.00367958 0.0119705 -0.00863513 -0.000283632 0.0123902
internal_weight=0.0383863 0.00263301 0.0357533 0.00417266 0.0315807 0.00261649 0.0301351 0.010442 0.00925229 0.00801167 0.0060598 0.00382165 0.00235885 0.00223815 0.0196931 0.0185459 0.016607 0.0020781 0.0145289 0.0132402 0.0118139 0.0106506 0.00938264 0.00790022 0.00472148 0.00317874 0.00330628 0.00220873
internal_count=2900 102 2798 495 2303 370 2258 462 415 294 231 138 79 93 1796 1754 1666 141 1525 1430 1367 1270 1176 989 401 588 261 142
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=29
num_cat=0
split_feature=2 5 16 5 5 2 18 2 15 18 17 18 6 12 14 8 6 5 16 3 16 6 3 0 18 7 6 6
split_gain=2.96948e-05 6.63994e-05 0.000150958 0.00013042 0.000111588 0.000136788 9.0163e-05 8.24618e-05 7.82068e-05 9.27136e-05 0.000227675 0.000185264 0.000150597 5.53816e-05 0.000226021 0.000170287 0.000164206 0.000150074 0.000186994 0.000136945 0.000105709 0.000134811 0.000144826 0.000203599 0.000126626 0.000138072 5.994e-05 1.71939e-05
threshold=317.41815758785003 22.963361893800002 22.674946976100003 23.606333875400001 26.225713454500006 226.19683278270003 11.780121045600003 158.68292856370002 41.018034898650008 13.278511569200001 187.98346801990002 12.885811969150001 16.455384477450004 216.11788648010003 315.57679249195007 8.0437227585500022 9.3352181158500027 20.717225865800003 20.394952307700002 84.584269700150017 14.184966829400002 12.26528657645 82.234557294150008 96.055920542800024 14.504139642200002 23.824098587650003 8.0101871567500016 16.475384944750001
decision_type=2 2 2 2 2 2 2 2 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 7 5 -5 -6 -3 9 10 11 -1 13 17 19 16 -16 18 20 -15 -11 26 -23 24 25 -24 -22 -12
right_child=-2 3 -4 4 6 -7 -8 -9 -10 12 27 -13 -14 14 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29
leaf_value=0.025735579175751807 -0.011950024871297198 0.047179419116894189 -0.033670468506110753 -0.031026827654252232 -0.0061826272572888643 0.013555196659612282 0.028774518445308452 0.0083965271177001664 -0.022515912678625488 -0.028645740980400083 0.048449400400727483 -0.029128869147548277 -0.029841333707656282 0.010008455055811801 -0.015342694738953775 -0.038937743689210526 0.032701370161192143 -0.032105743398385941 0.041975149845148878 0.061282303840393938 0.0062925967370877009 -0.031176368804589072 -0.019956199600866531 0.03707389917449324 -0.03524175713052688 0.028410104145018905 0.038471683728420962 0.030056860729217538
leaf_weight=0.0010693993329969542 0.0019704402414150021 0.001193154351634417 0.0013990415740110498 0.0017272014068125271 0.0012633290103798991 0.0011440960286908317 0.001773785286975035 0.0010143051498201754 0.0014540814804076428 0.0013663240312520976 0.0010043399470305303 0.001449980690826802 0.0017206431439165315 0.0010433159348171009 0.0014843894477821196 0.0010804750345533645 0.0013660869973359802 0.0015239968185176101 0.0010285710921777982 0.0010402849898253005 0.0011878566811742916 0.0017035160008015693 0.0011834780474941908 0.0012729116257474971 0.0012456091306615735 0.001177457232917567 0.0011290528720833137 0.0010290286424492479
leaf_count=46 264 39 56 193 118 62 162 40 59 419 33 64 86 73 252 80 88 65 50 46 124 118 44 50 106 63 72 28
internal_value=3.89425e-06 0.000656812 -0.00165459 0.00861977 0.000871299 -0.0132627 0.0142336 0.0293591 3.1791e-05 0.00133766 0.0142495 -0.0058406 -0.00152233 0.00106494 0.00898158 -0.00513181 0.00768236 -0.00264954 0.00132497 0.0356081 -0.00274778 0.00122812 -0.00607342 0.00269053 -0.00944491 0.00416528 0.0219738 0.0391415
internal_weight=0.0380462 0.0360757 0.0279598 0.00811587 0.00590841 0.0028713 0.00303711 0.00220746 0.0265608 0.0251067 0.00455275 0.00251938 0.020554 0.0188333 0.00601455 0.00393095 0.00285048 0.0128188 0.0112948 0.0020836 0.0102662 0.00889988 0.00658297 0.00487946 0.00360654 0.00236094 0.00231691 0.00203337
internal_count=2900 2636 2022 614 535 255 280 79 1966 1907 171 110 1736 1650 539 420 340 1111 1046 119 996 577 381 263 213 107 196 61
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=16 15 0 3 3 15 10 5 15 6 19 13 0 16 16 0 10 7 5 13 7 12 18 7 7 15 15 2 4 0
split_gain=2.45391e-05 0.000110967 4.62021e-05 0.000144306 9.77816e-05 8.503e-05 4.19298e-05 4.82945e-05 0.000125846 5.99325e-05 0.000144999 0.000143512 0.000244921 0.000166248 0.000106457 0.000119911 0.000206433 0.00010491 0.000203485 0.000110197 0.000126268 0.000122114 0.000130601 9.58306e-05 0.00014399 7.35188e-05 6.14888e-05 5.01161e-05 3.4987e-05 8.53867e-05
threshold=22.724946859200003 42.914654887700003 85.716110573100011 94.319176590550015 93.770731131900007 25.575018159450003 61.923256118600001 24.301614351200005 43.132842597400007 16.455384477450004 14.451165964200003 116.20860268865 86.530713386650021 22.584947186600004 20.834951278800002 90.837623311600012 68.214248143850014 24.176224535650004 18.725555412050003 108.36905878025001 24.803585171000005 185.69761363875003 17.248993197150003 23.824098587650003 22.969987962250006 13.612549286700002 19.629961251100003 136.84471102895003 251.72785308670004 98.327667663000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 8 9 11 27 14 -13 -14 15 -8 -17 23 19 20 -19 28 -23 24 26 -24 -18 -11 29 -22
right_child=1 -3 4 5 -6 -7 7 -9 -10 10 -12 12 13 -15 -16 16 17 18 -20 -21 21 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.035177799126841103 -0.0080117020588054144 0.03382981498399492 -0.020455413691338201 -0.01415284195259689 0.026320289504486762 0.02211181920763905 0.027537608727600468 0.02114044695469957 -0.033341091307052519 -0.043582381934341718 0.012880059215838152 -0.017284239042576345 0.010783817181586164 0.060678301050136919 -0.03048210828947967 -0.04522474833964979 0.0048437504077880706 -0.036027843161564571 -0.04585211098021464 0.030332768161024988 0.029164321859309297 -0.028589092429400997 0.024925934138823314 0.037423489206200269 -0.019642977996208705 -0.011659768929050462 0.03974279699747757 -0.01244247987437188 0.031126629269047391 -0.010343312178378517
leaf_weight=0.0015143989070527581 0.0015264473085457855 0.0010839231018983098 0.0010262175778152942 0.0013140621239649511 0.0014142313182139423 0.0012728127249099011 0.0015436668297783519 0.0010525083823753915 0.0011316175968864748 0.0010613901746896878 0.0014431575355224879 0.0012081385671081071 0.0012731308623870063 0.0014045417782426739 0.0011506831295164935 0.0010180373037751425 0.0010180092053551646 0.001043701171473399 0.0010568344061927118 0.0010890878632408016 0.0010556906304357572 0.0020003720200961334 0.0011042535445923707 0.0012534935503607514 0.0013928672066891856 0.0010928337490792028 0.0010015550931206547 0.0010073203468531078 0.0010181122801187353 0.0011354150648714353
leaf_count=125 69 33 38 238 45 132 103 66 67 39 54 38 31 47 52 77 81 122 113 53 61 246 204 72 96 151 74 46 108 219
internal_value=8.3864e-06 0.00936246 -0.000687308 -0.0106617 0.000632435 0.00369036 -0.000595602 0.00011809 -0.000686385 0.000714807 -0.0114479 0.00258327 0.0200917 0.0369554 -0.00100229 0.000900878 -0.00162477 0.00128348 -0.00421816 0.000394282 -0.0034642 0.00112446 -0.0101029 0.0137777 0.00509183 0.00672816 0.0221511 -0.0284194 0.0158091 0.00869175
internal_weight=0.0377085 0.00261037 0.0350981 0.00410127 0.0309969 0.00258687 0.0295826 0.0285564 0.0275039 0.0263723 0.00351187 0.0228604 0.00388581 0.00267767 0.0189746 0.0178239 0.0162803 0.0152622 0.0105963 0.00953947 0.00845038 0.00740668 0.00419746 0.00466593 0.00341243 0.00219709 0.00201956 0.00206871 0.00320922 0.00219111
internal_count=2900 102 2798 495 2303 370 2258 2220 2154 2087 139 1948 116 78 1832 1780 1677 1600 1277 1164 1111 989 601 323 251 355 155 85 388 280
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=27
num_cat=0
split_feature=2 5 5 16 5 2 3 15 0 6 0 16 16 10 16 5 10 2 15 12 7 15 17 6 10 2
split_gain=2.7681e-05 4.56743e-05 0.000126754 0.000114286 8.84637e-05 0.00010774 8.93383e-05 7.4685e-05 0.000165907 0.000189103 0.000166684 0.000139981 0.000130711 7.2508e-05 6.8215e-05 8.94313e-05 8.48028e-05 0.000106724 0.00014351 0.00013584 0.00017951 0.00011612 0.000110459 0.000254331 0.000101939 6.19449e-05
threshold=325.75432260090003 22.963361893800002 23.606333875400001 22.674946976100003 26.225713454500006 194.22594225160003 103.44111502715002 38.469938489650012 86.232294534150014 16.455384477450004 88.232507383150008 22.564947233300003 22.614947116400003 66.318885161900013 19.734953851100002 19.667938474250004 70.026268923800004 201.25557642380002 15.229486597800001 185.69761363875003 25.396105459650006 21.274833872300004 194.04732099685003 14.185331438000002 80.468240302450013 158.68292856370002
decision_type=2 2 2 2 2 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 25 7 5 -4 -6 8 -1 10 -10 -9 -13 -12 15 16 -15 19 -19 20 22 -20 23 -18 -22 -3
right_child=-2 2 4 -5 6 -7 -8 11 9 -11 13 12 -14 14 -16 -17 17 18 21 -21 24 -23 -24 -25 -26 -27
leaf_value=0.032629223507451663 -0.012655752633175164 0.043535185562394739 -0.037507425446736541 -0.02911270664015126 0.029045060491482907 0.0024389357918551788 -0.0051079760593676698 -0.034783636611887943 0.039545240344426781 -0.031422083093500815 -0.01998464665705043 0.030229161902615861 -0.014964085942240605 0.029128868660194554 0.020505364175304876 -0.027072390558554801 -0.056587520773485438 -0.017204066223321633 0.046934952428215472 -0.03252459071446278 0.0026500740870435999 0.0035958175571231057 0.01065344845514469 0.0034008159946521026 0.045618297957111045 0.0098504847936386614
leaf_weight=0.0016899680782378945 0.00164962251674483 0.0011638106230808113 0.0011073435890118115 0.0014063910634618529 0.0014780389081539653 0.0017300676974540132 0.0015896709050458382 0.0016485036344376222 0.0011684396949512279 0.0017481055350798127 0.0015681633386015461 0.0010298489292779323 0.0016905216506302168 0.0010946705917385677 0.0018676373369572721 0.0011103748957461005 0.0012687043827789811 0.0010108804753639076 0.0013751615911044013 0.001587033455698536 0.0011511950169007246 0.0011231661310756591 0.0014564861373191906 0.0015956074255312203 0.0010610256751140898 0.0010283015917635675
leaf_count=86 231 39 143 58 89 116 195 80 51 71 58 33 59 46 84 96 186 186 99 234 92 121 128 75 203 41
internal_value=9.16816e-06 0.000593584 0.00719896 -0.00134065 -0.000424099 -0.0131507 0.0113471 0.000147542 0.00253142 1.17188e-05 0.00299187 -0.0117894 0.00214469 0.000518784 0.00256647 0.000144717 0.00251986 1.51381e-05 0.0145875 -0.00628254 9.23109e-05 0.0274511 -0.0117686 -0.0231701 0.0232585 0.027734
internal_weight=0.0373987 0.0357491 0.00809723 0.0276519 0.00590512 0.00283741 0.00306771 0.0262455 0.0218766 0.0201867 0.0184385 0.00436887 0.00272037 0.0172701 0.0157019 0.0138343 0.0127239 0.0116293 0.00350921 0.00812005 0.00653302 0.00249833 0.0043208 0.00286431 0.00221222 0.00219211
internal_count=2900 2669 623 2046 543 259 284 1988 1816 1730 1659 172 92 1608 1550 1466 1370 1324 406 918 684 220 389 261 295 80
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=29
num_cat=0
split_feature=6 13 13 18 6 6 0 5 18 5 4 7 9 14 15 18 18 13 18 6 16 19 18 17 15 19 5 7
split_gain=2.82738e-05 4.25202e-05 7.77873e-05 8.6139e-05 5.99741e-05 5.63202e-05 6.47739e-05 0.000139627 6.71857e-05 0.000186257 0.000164476 0.000199781 8.53954e-05 0.000201063 0.000217027 6.26303e-05 0.000106989 7.63341e-05 7.45804e-05 7.31682e-05 0.000194555 0.000103629 0.000132029 0.000180319 9.95946e-05 0.000108391 8.54265e-05 7.45913e-05
threshold=3.6650856341500009 89.141206231250024 95.99139754765001 17.108018746400003 10.715250360100002 11.815276062050001 97.835679825150024 16.579584939650001 13.954623666350001 19.221712148250003 385.08236174150005 23.856905110850004 200.41824001715003 216.12004062900004 34.279674133750014 13.622618370000001 13.512826932300003 117.55283175385001 13.415872650200003 16.375382608200002 20.854951232050002 14.351157895250003 13.042786209850002 180.19381692845005 40.682889193900003 14.551174033150001 21.623222698850004 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
left_child=-1 -2 -3 4 -4 -6 7 -7 9 -9 11 -10 -13 -14 -15 16 18 -17 19 20 -11 22 23 -21 25 26 -23 -26
right_child=1 2 3 -5 5 6 -8 8 10 15 -12 12 13 14 -16 17 -18 -19 -20 21 -22 24 -24 -25 27 -27 -28 -29
leaf_value=-0.014878728754886753 0.017758807027336274 -0.024292799051696401 -0.019434985418562385 0.027303186416782456 0.022865479895682397 0.036628006978089718 -0.018472251336481945 0.043621356287622204 -0.0542304142780679 0.01046276505463848 0.029163152894423013 0.014185711043806377 -0.050601804897971406 0.030065049997489518 -0.025784340025790865 0.002071427812496997 -0.027327149476744497 0.035474049923259546 0.025232654726718554 -0.017569109535989551 -0.047008437738803949 0.015601519688641183 -0.038723220516776229 0.03458341687104298 -0.024192396619326068 -0.0017331245431314965 0.055670048733045263 0.010054751203752226
leaf_weight=0.0012332945933367081 0.0013760027726274831 0.0012865970799909995 0.0015444220631737502 0.0011798589024971653 0.0011109629298186761 0.0010650547313684191 0.0017961693430486583 0.0010575832255268437 0.0010479202476320901 0.0012123169452284048 0.0010076501181323673 0.0014553050274941359 0.0010920629739393783 0.0012919627452478988 0.0015078301325424839 0.0019905323589636528 0.0015229754548604655 0.0010424596067046821 0.0011293006520561423 0.0018393260268357821 0.0011457134707248823 0.0010696781273509259 0.0011611269132978976 0.0010365982489836426 0.001086175669304662 0.0012324267622187968 0.0010587412582772071 0.0015343755566189186
leaf_count=338 211 243 200 71 91 45 164 46 71 87 83 84 90 77 91 82 66 38 51 260 50 33 72 54 42 45 35 80
internal_value=8.71374e-06 0.00052042 -0.000167016 0.000767407 -0.000209802 0.000763883 -7.17636e-05 0.00112627 -0.000299381 0.00283242 -0.00838801 -0.0143048 -0.00648032 -0.0142081 -1.26725e-05 0.000444076 -0.00220129 0.0135521 0.000632015 -0.00161269 -0.0174612 0.00211756 -0.0102621 0.00122875 0.010473 0.0218674 0.0355328 -0.00414013
internal_weight=0.0371144 0.0358811 0.0345051 0.0332185 0.0320387 0.0304942 0.0293833 0.0275871 0.0265221 0.0191193 0.00740273 0.00639508 0.00534716 0.00389186 0.00279979 0.0180617 0.0150288 0.00303299 0.0135058 0.0123765 0.00235803 0.0100184 0.00403705 0.00287592 0.0059814 0.00336085 0.00212842 0.00262055
internal_count=2900 2562 2351 2108 2037 1837 1746 1582 1537 1041 496 413 342 258 168 995 875 120 809 758 137 621 386 314 235 113 68 122
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=26
num_cat=0
split_feature=2 5 8 14 6 14 8 14 9 9 16 16 17 17 12 4 15 9 16 16 15 0 2 15 6
split_gain=2.91946e-05 4.39848e-05 9.04291e-05 0.00018686 5.13588e-05 6.36579e-05 0.000138654 7.4084e-05 5.82891e-05 7.36252e-05 5.9599e-05 0.000136455 0.000148569 9.28136e-05 0.00012969 0.000206597 8.3961e-05 0.000178917 7.70667e-05 0.000231925 0.000169017 0.000151262 0.000115532 7.17944e-05 5.58223e-05
threshold=325.75432260090003 30.133297129900004 8.8430989333000021 168.39662374755002 16.625388449550005 161.53444867420004 8.3434888241000014 171.66912119050002 214.22994816675003 210.97856947250003 11.934972090850001 14.694965636800001 184.59783591905003 196.58200213860002 179.95305839630004 205.67906899175003 35.054707749500004 202.37225149245003 22.554947256700004 20.784951395750003 29.198705243000003 85.807518149550006 144.32995034690001 19.629961251100003 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
left_child=1 2 4 -4 5 6 -1 -7 9 10 -9 23 -13 18 15 -15 -16 -18 19 20 -14 -20 -23 -12 -24
right_child=-2 -3 3 -5 -6 7 -8 8 -10 -11 11 12 13 14 16 -17 17 -19 21 -21 -22 22 24 -25 -26
leaf_value=-0.034167840662759665 -0.013031451019029328 0.017003712487235229 0.0086346927657401876 -0.049807162970066932 0.017964420887238368 0.022347334478255682 0.01208734206835959 -0.018281646676279666 0.017420856205054895 -0.026645291386825538 0.010331785322913321 -0.029412804439793591 0.020347843588672782 0.0044465690501944337 -0.017678889236082889 -0.058164024069055464 0.031679746134275932 -0.017945698846376461 0.023428588830224185 0.052836651502275872 -0.030844607398574111 -0.038896362693908462 -0.015282060763079641 0.042999575972287013 0.014470013234512939
leaf_weight=0.0015270018494430394 0.0016408223143920047 0.0015647786820905943 0.0011246543261743116 0.0010653646208280132 0.0017311384228449181 0.0016321609495504171 0.0011258663183775219 0.0016124961437734555 0.0018580716331153642 0.0010667896161814508 0.0019871596514203218 0.0017390430533530286 0.0017748712670412588 0.0010107165886825689 0.0014762360574818167 0.0011012553136193759 0.0017812459280066584 0.0012269437448907267 0.0018156813913118705 0.0013041354378104941 0.001013058306311999 0.0011047269908885937 0.0012374401848787575 0.0010170725529205192 0.001286006675323732
leaf_count=80 231 100 40 102 166 90 41 454 213 85 169 142 136 64 116 83 69 62 98 43 71 38 47 101 59
internal_value=6.91008e-06 0.000614962 -0.000147841 -0.0197951 0.00122121 0.000245221 -0.0145373 0.00169525 0.000368857 -0.000976251 0.000241437 0.00167222 -0.00164263 0.00135096 -0.00776884 -0.0282008 0.00185371 0.0114391 0.00765951 0.0180284 0.00174589 -0.000134668 -0.0119267 0.0213914 -0.000119718
internal_weight=0.0368247 0.0351839 0.0336191 0.00219002 0.0314291 0.029698 0.00265287 0.0270451 0.025413 0.0235549 0.0224881 0.0208756 0.0178714 0.0161323 0.0065964 0.00211197 0.00448443 0.00300819 0.00953592 0.00409207 0.00278793 0.00544386 0.00362817 0.00300423 0.00252345
internal_count=2900 2669 2569 142 2427 2261 121 2140 2050 1837 1752 1298 1028 886 394 147 247 131 492 250 207 242 144 270 106
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=27
num_cat=0
split_feature=12 14 19 13 18 16 19 0 5 16 15 4 15 13 10 2 17 9 6 9 6 9 17 9 9 5
split_gain=2.52158e-05 9.02518e-05 7.47287e-05 6.9434e-05 0.000109923 0.000118654 0.000127885 0.000111075 9.31117e-05 0.000172477 0.000105847 8.1909e-05 7.85268e-05 7.1565e-05 0.00015168 0.00014412 8.05606e-05 0.000144654 0.000181209 0.000109121 7.83068e-05 0.00010921 0.000145457 0.000110133 0.000122424 0.000238576
threshold=319.87149966510009 374.37301727345005 14.251149826300002 92.138837046750012 17.267778657600005 13.624968138900002 11.850956171350001 98.615332683000005 16.222050829800004 15.794963064500001 23.516184833950003 309.48890441440005 41.211223942950006 117.38883580790001 64.434276012450013 164.41964690330002 201.78545703200004 197.89372115420002 14.815346158200002 192.09062119805003 16.375382608200002 190.58777288605003 187.45953903175004 193.75542554275003 197.58039077460003 23.151456684850004
decision_type=2 2 2 2 2 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 -5 -7 8 9 -8 -10 13 -13 14 15 -12 17 19 -19 -16 -15 22 -22 -23 -25 -26
right_child=2 -3 -4 4 -6 6 7 -9 10 -11 11 12 -14 20 16 -17 -18 18 -20 -21 21 23 -24 24 25 -27
leaf_value=-0.025424918636554373 -0.021038735540049501 0.02712910677081656 0.011112158125180073 -0.033100523189385493 0.033177525670167497 0.033650006883225871 0.051057643275664644 -0.026473344380484289 -0.028826255266876624 -0.0074166479455591589 0.0091518022798081407 -0.038062385922721723 0.00074107199183885881 -0.028444058644398362 0.011341503060099708 0.057504394978400611 -0.017236012693860308 -0.0060737135193713356 0.044580291154889477 -0.026005649953811452 -0.0074961894881993623 -0.037605019420531231 0.033206948094130044 0.017824620726010584 -0.043640077000531449 0.011335719167415862
leaf_weight=0.0010576116366479938 0.0018824773295657113 0.0012529485171912996 0.0011736688021811053 0.0010737055410318689 0.0010041565578399183 0.0011353866726540032 0.0010010557336832529 0.0015646898418907309 0.0012735150726702329 0.0010167882268970752 0.0014313293283442236 0.0010140519912655987 0.0010737663898699003 0.0010904565378106476 0.0015331450257392021 0.0010827358817585564 0.0017402916964832649 0.0012184665167865316 0.0016799865503349665 0.0015975156017171699 0.0016726426947117918 0.0010562009193041955 0.0018479602127371986 0.0019179212540215151 0.0014728595062704075 0.0017010451532616655
leaf_count=355 274 165 78 206 69 61 47 201 147 102 89 81 69 48 64 53 110 102 85 68 102 57 71 68 56 72
internal_value=3.90223e-06 0.00079694 -0.00869165 -0.000225863 0.000628338 -0.00045409 0.000749567 -0.000585178 0.000947914 0.0215925 -0.000759094 0.000786231 -0.0181057 0.00266067 0.00862579 0.0299759 0.00171721 0.00718802 0.0232861 -0.00771603 -0.00304075 -0.000175692 0.0138688 -0.00821814 -0.0021224 -0.014176
internal_weight=0.0365664 0.0335102 0.00305615 0.0322573 0.0311997 0.0301955 0.0291218 0.0279864 0.0264217 0.00201784 0.0244039 0.0231304 0.00208782 0.0210426 0.0102835 0.00251407 0.00776941 0.00602911 0.00289845 0.00313066 0.0107591 0.00966863 0.0035206 0.00614803 0.00509183 0.0031739
internal_count=2900 2548 352 2383 2028 1959 1753 1692 1491 149 1342 1195 150 1045 571 142 429 319 187 132 474 426 173 253 196 128
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=28
num_cat=0
split_feature=7 13 7 7 9 19 18 12 4 18 15 15 17 4 12 19 12 8 19 13 17 6 17 4 10 10 10
split_gain=2.5171e-05 0.00014329 5.71221e-05 0.000150764 7.9626e-05 0.000139787 6.99095e-05 4.75199e-05 5.92695e-05 0.000103013 8.06557e-05 0.000103558 8.97424e-05 0.000135363 0.000284737 0.000112596 0.000132776 0.000137711 0.000133219 0.000123226 0.000291362 0.000109137 0.000144894 0.000155488 9.81593e-05 7.82124e-05 4.04175e-05
threshold=26.752366550650006 82.801821959650013 25.396105459650006 24.891451065550005 213.24207352880003 12.050972309250001 15.232298661650001 316.7844411196001 319.52362798075006 14.662165311550002 43.938093326450009 42.80317728375001 193.40041255380001 241.03469907380003 192.61644708960003 14.551174033150001 152.88762959770003 8.3434888241000014 14.351157895250003 117.56358558635002 182.72552322705002 16.455384477450004 200.23903127160003 244.33475329615001 65.966697146800016 61.950140699950005 71.52105164435001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -4 7 8 9 10 11 12 13 15 -15 16 17 19 24 20 -1 22 23 -14 -19 -16 -5
right_child=1 -3 4 26 -6 -7 -8 -9 -10 -11 -12 -13 21 14 25 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28
leaf_value=0.0085193490308413788 0.021668039234172379 -0.024974943903683423 0.03046740819559228 -0.039883685613014974 0.033030036245610246 -0.016625457501519496 0.022347897793971585 -0.018452818939437645 0.017555386043846846 -0.028517773312098423 -0.019285793155102524 0.033480749998428032 0.015180567763466914 -0.065385014187234664 0.019569242629795924 -0.026463944713636417 0.03420685759252403 -0.021258404716095761 0.040836601230437773 0.016121502035559475 -0.059673454994483968 -0.007871153859284977 -0.0051077883503511069 0.065038457771937813 0.022094214780253835 -0.019710535447336759 -0.012068044285637876
leaf_weight=0.0012743146745297744 0.0010049146132338751 0.0019113793583203711 0.0010546242490626276 0.0010921029824366097 0.0012456339844297126 0.0015666447822164974 0.00148721174430022 0.0013170126610407727 0.0019975433924413919 0.0012331857700607343 0.0017623119442735776 0.0010578369947928925 0.0016010898316276547 0.0010061566919008858 0.0010013305740058862 0.0011856809943286981 0.001429767617303096 0.001078849616370503 0.0012653599858225562 0.001026715898759134 0.0012325783941314061 0.0019804540166564744 0.0014068101506445885 0.0010265427144413586 0.0010123712264443335 0.001026656608354104 0.0010013740476245338
leaf_count=177 226 335 119 74 106 149 135 128 153 122 132 35 69 84 54 41 72 58 43 65 82 84 62 37 46 88 124
internal_value=6.8387e-06 -0.00890242 0.000785439 -0.000712416 0.0122136 0.00232158 0.00126317 5.35078e-05 0.00104406 -0.000414808 0.00120655 0.00304792 0.00131288 -0.00350372 -0.0218936 0.00236621 0.00647481 0.000720191 0.0152256 -0.0130585 -0.0250094 0.0113545 0.0207921 0.0346587 -0.000271169 -0.000315914 -0.0265786
internal_weight=0.0362865 0.00291629 0.0333702 0.0295033 0.0038669 0.00262127 0.0274098 0.0259226 0.0246056 0.022608 0.0213748 0.0196125 0.0185547 0.0125398 0.00303414 0.00950564 0.00831996 0.00689019 0.00335658 0.00353361 0.00250689 0.0060149 0.00403444 0.00262763 0.00209122 0.00202799 0.00209348
internal_count=2900 561 2339 1965 374 268 1767 1632 1504 1351 1229 1097 1062 810 226 584 543 471 147 324 259 252 168 106 104 142 198
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=27
num_cat=0
split_feature=7 7 3 16 3 7 0 6 16 16 10 10 5 14 17 17 8 8 17 17 12 17 17 19 0 17
split_gain=2.70018e-05 5.37381e-05 6.57485e-05 7.29995e-05 0.000140837 9.40702e-05 9.19656e-05 0.000188757 0.000118665 0.000148166 0.000144642 0.000134678 0.000115736 8.96831e-05 8.92056e-05 0.000104562 6.13315e-05 9.80147e-05 0.00016865 0.000121592 0.000136528 0.000149321 0.000132964 0.000110912 7.57562e-05 6.91746e-05
threshold=18.555211917450002 19.874819532250005 94.92945658615001 22.704946905950003 93.932038619750017 22.580174331950005 86.345209775600011 16.435384010100005 22.604947139800004 22.554947256700004 64.434276012450013 66.318885161900013 21.623222698850004 260.00528775845004 188.73286619890004 182.72552322705002 8.3434888241000014 8.1436447804000007 191.89151741935004 189.73320545960004 126.44787765430002 196.91396350930003 218.56744384050003 11.350915826550002 98.615332683000005 200.83528241485001
decision_type=2 2 2 2 2 2 2 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 14 7 -7 9 10 -8 -12 -10 -9 15 -3 17 19 -19 23 -21 -22 24 -13 -23 -18
right_child=1 2 -4 -5 -6 6 8 13 12 -11 11 16 -14 -15 -16 -17 25 18 -20 20 21 22 -24 -25 -26 -27
leaf_value=-0.015545861093430577 0.017799267536316703 0.025538576495672451 -0.021558788847598195 0.023790901517279268 -0.035638218706787871 -0.051191558830308806 0.026276006267329656 0.017854827699348281 -0.0028745168193419516 -0.0330095310370725 -0.034250560508819423 0.0022084600990529882 0.038344063735916284 -0.020365720499765677 0.040605289997748012 -0.012739900091907267 0.024610079138707983 0.0073358509929976352 -0.046132717801755478 0.042457071805727775 0.025128756733007143 -0.0077469545490230669 0.014881072667474852 -0.040600204204045802 -0.043871913884980795 -0.006375195474308439
leaf_weight=0.0010830465648652204 0.0017053537506008095 0.0014169118543127133 0.0014066948306907653 0.0012946411242257252 0.0010967468070791726 0.0010785444974772953 0.0019717371711722711 0.0012441124563622452 0.0012061960512212968 0.0014037817949670009 0.001228115652549989 0.001309249781580011 0.0015651292620759705 0.0012120155175940825 0.0010287767110901402 0.0014376964354272589 0.0018941866945920297 0.0011041292591059053 0.0012666690118798177 0.0010066935976253966 0.0019373782582990939 0.0013201798674112308 0.0014469521606942162 0.0011255156929927262 0.0010360801001909337 0.001162808388850578
leaf_count=144 120 109 193 49 101 55 71 43 45 49 41 295 57 76 75 82 132 62 131 71 160 113 163 100 265 98
internal_value=4.39344e-06 0.000486875 -0.000402369 0.000533669 -0.00045355 0.000858863 -0.00134762 -0.0163191 0.00105946 -0.00173078 0.000734654 -0.0024451 0.020404 -0.00100571 0.0153587 0.00625998 0.000228492 -0.0031044 -0.0212313 0.00157595 0.00848863 0.00253178 -0.00897925 -0.0175806 -0.0236316 0.012824
internal_weight=0.0359893 0.0349063 0.0332009 0.0317942 0.0304996 0.0294029 0.0255195 0.00353467 0.0219848 0.0192135 0.0178097 0.015838 0.00277133 0.00245613 0.00388339 0.00285461 0.0146098 0.0115528 0.0023708 0.00918205 0.00674728 0.00574059 0.00380321 0.00243477 0.00235626 0.003057
internal_count=2900 2756 2636 2443 2394 2293 2027 174 1853 1751 1702 1631 102 119 266 191 1590 1360 193 1167 772 701 541 395 378 230
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=27
num_cat=0
split_feature=2 2 17 17 2 12 2 9 17 16 3 3 5 5 16 9 13 6 6 4 6 6 6 8 10 8
split_gain=2.51049e-05 0.00010701 9.77525e-05 6.72242e-05 6.32609e-05 5.33089e-05 8.42146e-05 0.000110451 7.81159e-05 4.23685e-05 5.75977e-05 0.000149403 0.000191126 0.000211397 0.000139383 0.00014149 0.000111142 0.000207946 0.000213117 6.51791e-05 9.43711e-05 7.59628e-05 0.000123076 0.000102853 0.000106292 9.24286e-05
threshold=67.628418476450022 71.847610775600018 166.83257850275001 169.61846646075003 50.734033752200013 114.86856072930001 103.98563613345001 198.36365860590004 189.27091549140002 22.724946859200003 94.319176590550015 93.308316333450009 22.782602051550004 23.524801812050004 22.604947139800004 199.21354841250005 117.38883580790001 15.785368822600002 15.065351999550002 237.11242894575003 14.135330269750002 13.955326063950002 13.075305502400001 7.7439566930000003 78.285212300550015 1.7486353823000003
decision_type=2 2 2 2 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 -1 8 7 -7 -5 10 11 14 -13 -14 16 -16 17 18 19 20 -8 22 23 24 -21 -26
right_child=1 2 3 5 -6 6 9 -9 -10 -11 -12 12 13 -15 15 -17 -18 -19 -20 21 -22 -23 -24 -25 25 -27
leaf_value=0.0075197730309039482 0.031855539231345389 -0.03042387324638355 0.025273987634000884 0.005455084810548772 -0.022082097157464897 0.043213256829382124 -0.0065435332468891218 -0.0027477306586840347 -0.026035603689035181 0.016811587056399457 0.019614000035133972 -0.053704474754434253 0.027373203842401241 -0.035830910731077435 0.048477376037377617 0.0031798448405101522 -0.024913401388891133 0.035720914942237753 -0.044756659954819394 -0.026970775744119154 0.03424560771872414 -0.024923303240170884 0.028177841257499826 -0.031914250060870723 -0.0071948946035511642 0.024637920205316383
leaf_weight=0.001303009971811874 0.0010727268881280871 0.0010390507797628781 0.0010795951052021335 0.0013961740980162505 0.0016188704091570361 0.0010627245541876542 0.0010507940949384684 0.0010292815342738959 0.0018075515317942797 0.0013643530010128959 0.00124236223283991 0.0012111040021749097 0.0010696577948010599 0.0010473226285765656 0.0011458515175490893 0.0017317003787766794 0.0019739384571755289 0.0014905319147828786 0.0011530294207100509 0.0010514927363952428 0.001232545605262203 0.0013914741215552227 0.0013213756863001969 0.0011856239184169781 0.0017804907138076476 0.0018702304868092878
leaf_count=36 48 307 99 90 108 43 148 62 102 64 118 58 37 143 40 67 65 74 48 161 58 143 102 142 336 201
internal_value=9.8412e-07 0.000792198 -0.000258048 0.000763282 -0.00888117 -0.000130402 0.00134755 0.0206001 -0.0123121 -0.000308972 -0.00132679 -0.00252529 -0.0220212 -0.00389544 0.00100502 0.0212175 -0.00274702 0.000487481 -0.00387543 0.00045544 0.0154744 -0.00353185 0.000596984 -0.00559284 0.00104389 0.00911276
internal_weight=0.0357229 0.032801 0.0317283 0.0306892 0.00292188 0.0296096 0.0264059 0.00209201 0.00320373 0.0243139 0.0229495 0.0217072 0.00332808 0.00211698 0.0183791 0.00287755 0.0155015 0.0135276 0.0120371 0.010884 0.00228334 0.00860069 0.00720921 0.00588784 0.00470221 0.00365072
internal_count=2900 2756 2708 2401 144 2302 2110 105 192 2005 1941 1823 238 180 1585 107 1478 1413 1339 1291 206 1085 942 840 698 537
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=27
num_cat=0
split_feature=3 7 18 17 17 19 13 19 19 16 8 17 18 16 16 9 9 9 16 16 5 10 4 12 7 4
split_gain=2.61237e-05 9.62287e-05 8.17694e-05 0.000234107 6.50676e-05 0.000100847 5.92982e-05 0.000200496 7.35156e-05 0.000153244 6.31866e-05 6.03047e-05 8.76245e-05 9.13812e-05 0.000129373 0.000111229 6.94156e-05 9.28596e-05 8.84829e-05 0.000161777 0.000147198 0.000125349 0.000111441 0.00011471 8.43122e-05 6.29662e-05
threshold=103.44111502715002 19.874819532250005 12.903279561150002 180.19381692845005 177.83257937300002 11.250907757600002 85.737618238150006 11.550931964450003 12.050972309250001 14.994964935250001 8.8430989333000021 184.84480138465003 13.086509421050001 15.919962772200003 17.614958808600004 214.22994816675003 207.37918994975004 205.20707599510004 22.584947186600004 22.624947093000003 19.915533535850003 68.961639504150014 227.97173202615002 202.12526968910001 23.302979953550004 200.91490209630004
decision_type=2 2 2 2 2 2 2 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 11 -11 -13 -14 -15 16 17 18 20 -20 21 -16 -22 -24 -21 -23
right_child=-2 2 4 -5 6 -7 7 8 9 10 -12 12 13 14 15 -17 -18 -19 19 24 22 25 23 -25 -26 -27
leaf_value=0.028191260935428904 -0.012255813095383265 -0.051164495071897353 -0.0044550347865564902 0.0086450674874325468 0.020711784284312841 0.039881436242138385 -0.042515536699432893 0.02275823149664908 -0.038883752932929921 -0.020428768484497147 -0.020328193894864389 0.023661407629926034 0.023961106677090331 -0.034055330138839171 -0.037492845787158176 0.030743049880886886 -0.022219374754949266 0.028783738285396456 -0.034649641855196339 -0.014350282098528108 0.042861658236674732 -0.012827393680522117 -0.01813835765646922 0.025212418307738654 0.017772822798708843 0.021306221463639446
leaf_weight=0.0012185907849888702 0.0016578158618551072 0.0011527647072138341 0.0010020178339462957 0.0015139349195765987 0.0012929563811321368 0.0010512720825860741 0.0011258158501567936 0.0014151380709974673 0.0010067931685000106 0.0011111979743953252 0.0013129621636349667 0.0019492077638317241 0.001634752951939821 0.0010940577057191583 0.001077819069699617 0.0012020068348412251 0.0013830138829488041 0.0011268696503161655 0.0018710480060742801 0.0015842535337493432 0.0013190132654017361 0.0010799119586166334 0.001054936617669533 0.001448501791800351 0.001687241122327876 0.0010818279584695611
leaf_count=65 248 88 244 63 259 77 168 135 138 78 80 92 115 193 46 95 128 50 93 85 39 67 35 78 62 79
internal_value=2.40856e-07 0.000601411 -0.000430555 -0.0172095 0.00106528 0.018245 -0.000200897 -0.00121869 0.000608807 -0.000695832 0.000974439 0.00226302 0.00348738 0.00137836 -0.000791905 0.00149454 -0.000894737 0.0013175 -0.00121851 -0.0111965 0.00604746 -0.00963504 0.0193385 0.00694461 0.00221689 0.00425454
internal_weight=0.0354557 0.0337979 0.0325793 0.0026667 0.0299126 0.00205329 0.0278593 0.0265664 0.0254406 0.0240254 0.0230186 0.0217057 0.0205945 0.0186453 0.0170105 0.0159164 0.0147144 0.0133314 0.0122046 0.00514254 0.00706201 0.00323956 0.00382245 0.00250344 0.00327149 0.00216174
internal_count=2900 2652 2587 151 2436 321 2115 1856 1688 1553 1415 1335 1257 1165 1050 857 762 634 584 240 344 192 152 113 147 146
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=27
num_cat=0
split_feature=12 19 14 13 18 18 15 15 9 3 19 9 13 16 18 2 7 16 18 18 6 6 16 0 7 16
split_gain=2.95986e-05 6.51403e-05 6.34668e-05 9.81554e-05 8.02937e-05 8.95644e-05 0.000112405 0.000118558 5.10558e-05 9.92164e-05 0.000126453 6.95496e-05 0.000137848 7.05426e-05 5.5078e-05 8.67577e-05 0.000149 7.91718e-05 0.000291437 7.86267e-05 6.66733e-05 5.68184e-05 6.84501e-05 0.000174507 9.99875e-05 3.35466e-05
threshold=319.87149966510009 14.251149826300002 376.01315066015007 92.138837046750012 17.140917755100002 16.255760498500003 17.183237161800005 20.937157557000003 186.67271206880002 93.862138708350017 14.451165964200003 181.61255275325001 116.59305220125002 18.474956797500003 13.954623666350001 116.16618105335002 23.031046061850002 22.584947186600004 13.5308213324 15.502113896900001 16.415383542800004 14.185331438000002 18.384957008000004 93.972365491700018 24.252468908850002 22.554947256700004
decision_type=2 2 2 2 2 2 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 11 14 -11 12 13 -9 15 20 -17 -18 -19 21 -10 -16 -23 24 -24 -22
right_child=1 -3 -4 4 -6 -7 7 8 9 10 -12 -13 -14 -15 19 16 17 18 -20 -21 25 22 23 -25 -26 -27
leaf_value=-0.029296526449539874 -0.021239384064305554 0.009290718146614035 0.025612483559704788 0.033340335797874154 0.025823619914986752 -0.02525590845247443 -0.032066645536002136 -0.0039408007060122959 0.032721907702217987 0.0076482210088857057 -0.036150939815471371 0.025028886543593143 -0.027126205642048831 0.030967188817003589 -0.02860902762779536 -0.029981948800977237 0.022818997091765224 -0.033904757094437764 0.033177647836568722 0.021242342897221374 0.019112196905214127 0.018835885792748003 -0.015873540385054261 -0.045302237269696677 0.019607914254551807 -0.006714815724441184
leaf_weight=0.0010973692257097148 0.0018287454716009097 0.0011311339994562119 0.0010049532469492547 0.0010527987923160771 0.0012636744112879397 0.0013318873797225064 0.0011034391063479759 0.001047295091429405 0.0017843875674543597 0.0011005917907859096 0.0016435081741180205 0.0019668443158013527 0.0011336627074257644 0.0012943644198624149 0.0011697981103516346 0.00134486218217875 0.0020002416957964897 0.0014341310338366609 0.0011809111482818935 0.0010174252141906814 0.0010035096396450172 0.0010328004819197874 0.0015961094839562762 0.0010464344150956754 0.001580859396381501 0.0010081892537527892
leaf_count=366 274 78 143 115 96 140 152 222 59 93 93 73 115 46 120 67 55 58 48 95 30 70 80 97 78 37
internal_value=-1.83648e-06 -0.00957214 0.00087679 8.0947e-05 0.00115063 7.08195e-05 0.00129557 2.19789e-05 0.00141676 -0.000925894 -0.0185842 0.0100018 0.00149732 0.0153548 0.00189137 0.00683419 -0.000691609 0.0078434 -0.00361142 -0.00458726 0.0186503 -0.00867685 -0.00424083 -0.00988406 0.00178203 0.00616865
internal_weight=0.0351999 0.00295988 0.03224 0.0312351 0.0301377 0.0288741 0.0275422 0.0264894 0.0253859 0.0199438 0.0027441 0.00544217 0.00347532 0.00234166 0.0171997 0.00975623 0.00596015 0.00461528 0.00261504 0.00744343 0.00379609 0.006426 0.0052562 0.0042234 0.00317697 0.0020117
internal_count=2900 352 2548 2405 2039 1943 1803 1688 1536 1080 186 456 383 268 894 354 228 161 106 540 126 445 325 255 158 67
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=28
num_cat=0
split_feature=19 12 12 4 17 7 2 7 16 6 7 3 16 5 13 7 6 5 2 4 10 10 15 15 10 13 5
split_gain=2.63623e-05 4.21102e-05 6.62668e-05 7.15618e-05 9.57854e-05 3.60236e-05 0.000129604 5.52721e-05 5.55425e-05 7.6043e-05 7.34322e-05 7.21235e-05 0.000149306 0.000139255 0.000133675 9.36997e-05 8.55985e-05 0.000114281 0.000143122 0.000153894 9.38373e-05 0.000118227 0.000116074 0.00014074 6.61528e-05 0.000124783 8.36617e-05
threshold=14.651182102100002 72.692757749350008 92.695913642950003 163.60960442095003 167.16910179850004 20.778835947700006 201.92500828480004 21.841300704500004 22.704946905950003 16.565387047600002 22.580174331950005 93.308316333450009 22.604947139800004 22.852794041600003 117.38883580790001 23.824098587650003 15.925372093750001 18.038339912700003 163.99302171980005 212.51885705880002 71.343613407700005 75.465019721650009 24.200063469100005 21.274833872300004 87.33187390945001 93.216908757050007 13.487843791950002
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 9 10 -9 12 14 -13 16 -14 17 20 19 -19 -12 -22 23 24 25 -23 -27
right_child=-2 2 3 4 5 7 -8 8 -10 -11 11 13 15 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 26 -28
leaf_value=0.019104456841384693 0.013088879586139411 -0.019403354560783296 0.023932500895436908 -0.030678765130676189 0.037566639778894628 -0.023993064990534961 -0.012805091823642421 0.021668579335245415 0.020477053452054229 -0.026534695616088694 0.030986558782014392 -0.038980389818984287 0.043070008156614464 0.0045360075825552548 -0.029171220065326266 0.0040664149236972584 0.025443950452144273 -0.022957970362048649 -0.042131191086391656 0.0265928963360785 -0.030917939343572672 0.044362366893196135 0.03629073722648523 -0.032030904134705294 -0.010752298028476848 -0.018552012186962855 0.019578360946139472
leaf_weight=0.0010527174231391703 0.0014732273823767619 0.0018871880706683814 0.0011912636530854578 0.0010533538596512312 0.0010397357339608816 0.0010023219469108757 0.001004064643589409 0.0014800030310321696 0.0012529214021997906 0.0011222851631820614 0.0011531266892997371 0.001384924045354867 0.0012512691514530152 0.0015678807434998773 0.0016897540543784053 0.0012130299151209556 0.0012614902789529489 0.0014918736073905601 0.0013721995068391342 0.0010809183397900157 0.0010431241543462227 0.0010100769471632631 0.0010229811541697664 0.0011239608574764581 0.0014202253355289074 0.0010544721630245668 0.0012665918759472428
leaf_count=34 61 137 44 301 108 115 66 114 66 52 62 67 40 134 61 53 64 71 159 52 123 109 102 155 357 118 75
internal_value=-3.23067e-06 -0.000579089 -0.00121782 -9.45766e-05 -0.00106937 3.23569e-05 0.0128204 -0.000962719 -4.8983e-05 -0.00112009 0.000126088 -0.00136322 0.000958505 -0.015874 -0.00257245 0.0238708 0.000570352 -0.001836 -0.0160502 -0.00213995 0.00432977 0.000459103 0.00520377 -0.000208933 0.00731872 0.0150233 0.00225552
internal_weight=0.034967 0.0334938 0.032441 0.0305538 0.0293626 0.0283092 0.0020438 0.0262654 0.0252631 0.0240102 0.0228879 0.0214079 0.0184551 0.0029528 0.0159908 0.0024643 0.014301 0.0130396 0.00394499 0.00257279 0.00909456 0.00794143 0.00689831 0.00587533 0.00475137 0.00333114 0.00232106
internal_count=2900 2839 2805 2668 2624 2323 174 2149 2034 1968 1916 1802 1601 201 1508 93 1447 1383 282 123 1101 1039 916 814 659 302 193
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=28
num_cat=0
split_feature=12 18 14 13 18 17 16 19 10 18 2 2 7 3 6 3 17 7 17 17 6 17 7 16 16 6 17
split_gain=2.53108e-05 7.43811e-05 5.57353e-05 5.20069e-05 6.36231e-05 7.62449e-05 5.42652e-05 9.77838e-05 9.69205e-05 9.4753e-05 3.71977e-05 0.000145893 0.000138985 0.000123952 0.000108936 9.86992e-05 0.000141863 8.04259e-05 0.000252733 0.000228278 0.000173571 0.0001114 0.000162667 9.53306e-05 7.80323e-05 6.31307e-05 5.88474e-05
threshold=319.87149966510009 14.339258036900002 374.37301727345005 92.138837046750012 17.140917755100002 208.12573104970002 13.734967881700001 11.850956171350001 77.032390811750005 15.269763541350001 91.18717909130001 103.98563613345001 23.724432465350002 93.883646373400012 16.585387514950003 94.319176590550015 184.59783591905003 24.292705381350004 195.76335783930003 193.52305340940003 14.955349429350003 189.46592532740002 23.102607264700001 22.564947233300003 22.614947116400003 16.495385412050002 186.34046889365004
decision_type=2 2 2 2 2 2 2 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 10 12 -12 13 25 15 16 -13 18 19 21 -19 24 -23 -20 -18 26 -9
right_child=1 -3 -4 4 -6 -7 7 8 -10 -11 11 14 -14 -15 -16 -17 17 20 23 -21 -22 22 -24 -25 -26 -27 -28
leaf_value=-0.022214958660123726 -0.030133231138653994 0.0030414611643806416 0.021912306262536863 -0.021989496911800067 0.022940006234325214 -0.024995587525935298 0.032148815025216881 0.038773600065255133 -0.028592786984281023 0.029044451434472832 0.0286308124591447 -0.035834032556663002 -0.03576686690404187 -0.022935204072470072 -0.022922655958029031 0.030460881175291069 0.034395208106619002 -0.004333089041185581 -0.049045667081216722 0.048773840106764353 0.049898763055953477 -0.04448828535900845 0.0089845001948048141 -0.010194179906470943 -0.0037569197413728078 -0.0078237023788785449 0.0067983775093925225
leaf_weight=0.0010199131328884467 0.0010553535706121732 0.0018794386641510751 0.0012050586785373836 0.0010002708362126652 0.0012382768192699669 0.0011896974718660211 0.0010165903780021612 0.0010433898006515533 0.0010942245010726248 0.0012154351129276533 0.0019391252851173749 0.0010100965549900117 0.001266974313611724 0.0014688062831806487 0.0018959627159808373 0.0011689188248058752 0.0011305164784766925 0.0013424297915452044 0.0011329719144679284 0.0012207128867172262 0.0010531330456160504 0.0010450625810487827 0.0012485876253370276 0.0014270687934798132 0.0010195660461721004 0.0011127943814883134 0.0012837186117771182
leaf_count=355 102 250 165 190 95 136 57 36 145 83 98 72 92 87 221 59 62 115 64 54 42 65 43 63 59 34 56
internal_value=-2.53547e-06 -0.00888818 0.000817789 -1.33625e-05 0.00075255 -0.000217377 0.000868936 0.00174377 0.000513268 0.0018389 0.000389232 0.00284982 -0.00623835 0.00138318 -0.000552184 0.00276162 -2.23689e-05 0.00338376 -0.00131285 0.0104719 0.0195082 -4.97746e-05 -0.0153795 -0.0273883 0.0163035 0.0117669 0.0211349
internal_weight=0.0347241 0.00293479 0.0317893 0.0305842 0.0295643 0.0283261 0.0271364 0.0261361 0.0251195 0.0240253 0.0228098 0.0166342 0.00617568 0.00490871 0.014695 0.0127991 0.0116301 0.01062 0.00822449 0.00566445 0.00239556 0.00444373 0.00229365 0.00256004 0.00215008 0.0034399 0.00232711
internal_count=2900 352 2548 2383 2028 1933 1797 1607 1550 1405 1322 1017 305 213 919 698 639 567 410 283 157 229 108 127 121 126 92
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=28
num_cat=0
split_feature=7 16 16 16 6 6 6 18 7 7 7 0 12 4 4 10 2 18 2 5 5 5 17 9 9 16 9
split_gain=2.77347e-05 0.000114669 5.87225e-05 0.000119563 6.39619e-05 8.82689e-05 7.22714e-05 0.000109259 3.309e-05 8.65847e-05 9.73247e-05 6.57557e-05 0.000110657 0.000112195 0.000141277 8.40948e-05 0.000134346 0.000142609 0.000122617 7.67205e-05 8.40522e-05 0.000188918 0.000101019 0.000121284 0.000203051 7.27123e-05 2.08196e-05
threshold=26.752366550650006 9.6249774926000011 11.934972090850001 13.039969506900002 10.715250360100002 12.26528657645 13.665319288000001 15.556223714900002 24.891451065550005 24.639960683050003 24.373474566200006 87.181320254150009 93.660658182900008 202.39226090690002 256.08338064055005 62.041548276350007 182.48209946165005 13.138633165750003 248.59864686230003 21.072315829300003 24.038949512150001 27.160544034850002 193.01551328760004 186.67271206880002 195.74493321760002 21.084950694200003 197.19111486365003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 -6 -7 8 9 10 11 15 -13 26 -15 18 17 -17 19 -8 22 -22 23 -21 -25 -23 -14
right_child=1 -3 3 4 5 6 7 -9 -10 -11 -12 12 13 14 -16 16 -18 -19 -20 20 21 25 -24 24 -26 -27 -28
leaf_value=-0.021215414283272532 0.016186137447295801 -0.02546268792352659 0.034325716471028132 -0.017212718625927971 0.028925835822370429 -0.025222201447956751 -0.02637618828976683 0.033811970991485148 -0.012073510634693189 0.028715234939073631 -0.028289659445495576 -0.015183621099190551 0.024818142811895184 -0.016065277835197091 0.026129004733739691 -0.031519856814250208 -0.044599099295676639 0.013474504518111522 0.035788086984681659 0.03118056297726067 -0.045312353049847265 -0.011462496554941973 0.039242971757712304 -0.038412222646403107 0.022684489732371364 0.026064995054566161 0.045140146381819186
leaf_weight=0.0011625948240198613 0.0010701401349680053 0.0017293208787573372 0.0010822814401513598 0.0019101113052894065 0.0011423008328357289 0.00104636331359794 0.0010565392364476683 0.0010107234997099304 0.0019975864280975661 0.001100083722660016 0.0011546184898016737 0.0014015828292790458 0.0010134443709822749 0.0016074287532106268 0.0015672161434583387 0.0011317091330165577 0.0010836081904991935 0.0018656939206074807 0.0010045015422575068 0.0010347892993753938 0.001020029529579562 0.0010333281067041733 0.0010074015213588083 0.0011847993425404546 0.0010056980744591604 0.001031905678703815 0.0010031146384967826
leaf_count=259 244 317 90 265 89 128 37 71 155 59 84 64 35 69 70 99 83 84 71 34 123 162 35 49 39 35 50
internal_value=-1.13773e-06 -0.00954174 0.000842482 0.00168337 0.000482324 0.0017112 0.000531958 0.00159644 0.000256761 0.00136091 -5.80309e-05 0.00156752 0.00974966 0.0164814 0.00476463 -0.00244015 -0.0144229 -0.00351371 0.00277381 -0.00118617 0.00245067 -0.0101022 0.0116006 0.00296665 -0.0103616 0.00728833 0.0349271
internal_weight=0.0344589 0.00279946 0.0316595 0.0304969 0.0294146 0.0275045 0.0263622 0.0253158 0.0243051 0.0223075 0.0212074 0.0200528 0.00659279 0.0051912 0.00317464 0.01346 0.00408101 0.0029974 0.00937899 0.00837449 0.00731795 0.00308526 0.00423269 0.00322529 0.0021905 0.00206523 0.00201656
internal_count=2900 561 2339 2080 1990 1725 1636 1508 1437 1282 1223 1139 288 224 139 851 266 183 585 514 477 320 157 122 88 197 85
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=26
num_cat=0
split_feature=18 10 13 7 10 18 13 16 7 18 14 15 19 8 10 10 9 9 5 7 2 9 6 7 17
split_gain=2.58771e-05 0.00010971 7.00853e-05 0.00012274 8.26287e-05 6.95425e-05 0.000100766 5.01059e-05 0.000113107 8.07017e-05 7.22484e-05 8.94329e-05 0.000148369 7.89138e-05 4.19751e-05 0.000133372 9.05463e-05 5.63202e-05 0.000202468 0.000147253 0.000129137 0.000121655 0.000114453 8.39987e-05 4.60911e-05
threshold=16.433295803950003 80.468240302450013 102.47595855830001 22.689595575850003 75.403185184700007 17.140917755100002 95.870416931800023 18.634956423400002 25.396105459650006 14.424014050250003 384.93581166080008 27.576031546750006 13.751109481500002 8.1436447804000007 64.434276012450013 62.837331883000012 197.89372115420002 197.58039077460003 22.000536998450006 22.535351262400003 180.42199898520002 186.14781787895004 16.495385412050002 22.726915405250001 195.53954078470002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -2 -7 9 10 -4 11 -9 -13 -14 15 17 -16 19 -19 21 23 -15 24 -21 -20
right_child=5 -3 4 -5 -6 6 -8 8 -10 -11 -12 12 13 14 16 -17 -18 18 22 20 -22 -23 -24 -25 -26
leaf_value=0.0032856805205411111 -0.027075694711501321 0.026331874986446981 0.00024245913739020446 -0.040902301230086341 0.028827916193214072 -0.014533033273055286 0.02418783473443871 0.024447156642849271 0.034058244423270191 -0.033457420136380762 -0.025119370059952486 -0.028511511001497777 0.024686830099575077 0.0069878941562139633 -0.026060324780952382 0.035986926377736442 0.011315354229192588 -0.041584819855610862 0.033306749158398534 0.053525592511372559 -0.0058091777158992657 -0.040661486463390385 -0.016091149055619463 0.016083388938619807 0.0038482890402983488
leaf_weight=0.0014213484959669015 0.0012536818228046772 0.0016186143340778799 0.0019590049500770052 0.0011270528539591082 0.0010335278098072545 0.0016443845826750077 0.001136645210776166 0.0015557758854591172 0.001026548871557508 0.0011150820725507786 0.0010807253133573126 0.0017166486035879993 0.001446662100789811 0.0011535363587158443 0.0016156349296159176 0.0010969968467406952 0.0010824387213723696 0.0013458737498911466 0.0010889895098685834 0.0010099026835895253 0.0015053054686057984 0.0010005934381395927 0.0016618095818077827 0.001473224793908795 0.0010367915917955384
leaf_count=197 187 148 295 197 88 458 70 83 56 167 93 120 74 45 61 37 64 63 46 35 92 49 77 64 34
internal_value=-6.38456e-07 0.00100515 -0.000430553 -0.0162568 0.00112037 -0.00752203 0.00129272 -2.64008e-05 0.00165195 -0.0119817 5.80267e-05 0.00143294 -0.00053065 0.00237733 0.000235859 0.00270027 -0.0110656 -0.000538053 -0.00826883 0.00592272 0.0173014 -0.0151452 0.00356959 0.0313114 0.0189392
internal_weight=0.0342068 0.0301721 0.0285535 0.0025484 0.0260051 0.00403471 0.00278103 0.0249715 0.0218975 0.00307409 0.0208709 0.0197902 0.0182344 0.0165178 0.0150711 0.012373 0.00269807 0.011276 0.00513346 0.00614256 0.00398843 0.00215413 0.00378759 0.00248313 0.00212578
internal_count=2900 2185 2037 394 1643 715 528 1555 1093 462 1037 944 861 741 667 542 125 505 220 285 191 94 157 99 80
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=24
num_cat=0
split_feature=19 16 19 6 8 2 15 9 17 4 7 16 13 18 10 3 6 15 9 15 0 16 7
split_gain=2.48568e-05 4.24624e-05 6.94541e-05 5.93256e-05 5.56186e-05 5.41683e-05 5.06012e-05 0.000131696 0.000183273 0.000107039 0.000181642 0.000207771 9.82847e-05 8.56182e-05 7.16398e-05 0.000134456 0.000104504 8.09522e-05 0.000123019 0.000101301 0.000136474 7.80746e-05 7.32057e-05
threshold=14.651182102100002 22.764946765650006 14.551174033150001 16.665389384150004 8.7431769115000026 325.75432260090003 34.279674133750014 202.80137809380003 188.16174763880002 301.91036987065007 22.806258769100005 22.544947280100004 113.96105169155001 13.3584252364 68.214248143850014 85.54673771085001 14.415336812050002 23.900317844600004 210.70699256735003 16.353133686700001 97.550703263350016 17.204959767300004 24.918974924200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 12 8 -8 10 -10 -12 14 -13 -1 16 17 18 19 -16 -21 -19 -22
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 -11 11 13 -14 -15 15 -17 -18 21 -20 20 22 -23 -24
leaf_value=-0.016653526401375372 0.012831892860478998 0.015570772245082685 -0.020523736826892337 -0.02199623361208513 0.020449496074686404 -0.019977985007797499 -0.026721519651334409 -0.030320891799518773 0.039674112218268609 0.035705228667289833 0.024751178688763798 -0.0040579001430903691 0.027067849480095107 -0.042416462595402632 -0.017010710180500373 0.03121229394649503 -0.028670300860906734 0.00025291071010153624 -0.03302323922753863 -0.019997178897622675 0.039555305225666249 0.035897207533208741 0.0093760453987693157
leaf_weight=0.0018879313910347252 0.0014452805623204048 0.0015520225462469775 0.0017857596780813346 0.0011984061396412378 0.0013600500448399102 0.001326879843656161 0.001875121956487826 0.001692923868776044 0.0010150373333510099 0.0012092318511521209 0.0012514040476965249 0.0010343491462145703 0.0016793425503763828 0.0013302385690632662 0.0016980525485486703 0.0016098436077526283 0.0011212430133085141 0.0011558212792068812 0.001072681245467836 0.0010323830626366437 0.0013517725727875129 0.0013121200333422456 0.0019826335195920267
leaf_count=193 61 66 83 246 74 209 112 124 44 59 43 44 73 52 418 136 93 115 161 65 102 121 206
internal_value=-5.15489e-07 -0.000570557 -0.00137911 -0.000208201 0.000724363 -0.0002827 0.000749741 -0.0050634 0.000478644 0.00921175 0.0022939 -0.00819902 0.00418865 -0.0256372 0.00148753 0.00426376 0.000219377 0.00359166 -0.00180654 0.00371472 0.0117739 0.0192038 0.0216108
internal_weight=0.0339805 0.0325352 0.0309832 0.0291975 0.0279991 0.026639 0.0253121 0.00940831 0.00771538 0.00584026 0.00463103 0.00361599 0.0159038 0.00236459 0.0142245 0.0123366 0.0107267 0.00960546 0.00713752 0.00606484 0.00436679 0.00246794 0.00333441
internal_count=2900 2839 2773 2690 2444 2370 2161 478 354 242 183 139 1683 96 1610 1417 1281 1188 952 791 373 236 308
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=27
num_cat=0
split_feature=3 7 18 17 7 8 6 10 14 2 14 9 6 18 7 17 7 7 17 17 8 9 6 4 6 18
split_gain=2.81503e-05 7.81027e-05 6.12048e-05 0.000198358 4.52313e-05 6.92651e-05 5.7527e-05 9.45247e-05 5.70098e-05 0.000108372 0.000133296 8.91864e-05 8.68226e-05 0.000190412 0.00016613 7.40205e-05 8.17272e-05 0.000108773 9.22132e-05 9.24006e-05 0.000105705 8.19927e-05 7.76205e-05 7.61992e-05 4.8229e-05 2.96584e-06
threshold=103.44111502715002 19.874819532250005 12.903279561150002 180.19381692845005 22.597569836950004 8.8430989333000021 16.515385879350003 65.461267018300006 315.57679249195007 203.55719022600002 287.49747744585005 213.24207352880003 15.925372093750001 15.409823741150001 26.302865891850004 199.55131508320002 25.967949918250003 24.373474566200006 194.42005702145002 188.31851043910004 8.543332867800002 190.77452831370002 16.385382841850003 235.12066052680004 14.515339148550002 15.103091397600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 8 7 -4 9 10 11 15 13 -10 -15 16 17 18 19 21 22 -6 -21 -20 -17 -19
right_child=-2 2 4 -5 5 -7 -8 -9 12 -11 -12 -13 -14 14 -16 24 -18 25 23 20 -22 -23 -24 -25 -26 -27
leaf_value=0.026068628090999857 -0.012967187006772869 -0.046957403708834625 -0.01933478092078747 0.0091893364535704236 -0.0065511465507891832 -0.025629141271345003 0.031744364314262884 0.019002279932080451 -0.052450634293768172 0.026743314678876636 -0.034534122081442041 0.030755969908087929 0.010061531299221889 0.025690326947079092 -0.022926676754193173 0.00064376845523107839 0.030725708858127723 -0.022966379097365958 0.0075769540089677791 -0.016851656286081314 -0.036571852642218954 0.030664349639890738 0.017808418959467033 0.044230288583436639 -0.026892298073246682 -0.015297000348378062
leaf_weight=0.0011644670407633386 0.0015949226099074973 0.0011093638288783773 0.0010701997410894623 0.0014537894695653831 0.0010068118129218928 0.0010516926936937196 0.0010061482196874558 0.001611712703071231 0.0010665023032906526 0.0017882406911089296 0.0010015316597298879 0.0010852329685013167 0.0018206162695511806 0.001188831971679627 0.0017194312828389541 0.0011676185355548327 0.0010719066823463167 0.001006498501734455 0.0012811624224657869 0.0012510702536308038 0.0010499527606969566 0.0014369201882986626 0.001336237712177224 0.0010177524541248317 0.001397208652844012 0.001010422804808904
leaf_count=65 248 88 85 63 77 75 49 182 138 100 157 118 111 99 335 170 125 91 60 68 39 74 50 43 85 105
internal_value=5.72289e-07 0.000643461 -0.000311385 -0.0151117 0.00102231 -0.000516863 0.0113538 0.00370412 0.000597315 0.00338713 0.000796208 0.00313664 -0.00802361 -0.0163074 -0.00305315 0.0010008 0.0044353 0.00172477 0.00674282 0.000292947 -0.00981097 0.0153317 0.00104884 0.0238037 -0.0143567 -0.0191242
internal_weight=0.0337662 0.0321713 0.0310069 0.00256315 0.0284437 0.0247556 0.00368806 0.00268191 0.0237039 0.0179086 0.0161203 0.0151188 0.00579538 0.00397477 0.00290826 0.0140336 0.0114687 0.0103968 0.00837991 0.00608099 0.00363726 0.00244373 0.00258731 0.00229891 0.00256483 0.00201692
internal_count=2900 2652 2587 151 2436 2120 316 267 2045 1362 1262 1105 683 572 434 987 732 607 411 308 157 151 118 103 255 196
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=26
num_cat=0
split_feature=8 8 16 3 0 7 0 17 18 13 18 16 16 4 12 2 10 7 12 9 8 9 12 16 7
split_gain=2.83282e-05 5.99939e-05 4.37254e-05 5.18302e-05 0.00012974 0.00010659 8.70959e-05 5.5728e-05 5.10288e-05 7.48021e-05 6.08256e-05 0.000170546 0.000139048 7.21622e-05 6.8057e-05 0.000110076 8.80421e-05 0.000103245 5.98e-05 8.2742e-05 0.000186811 0.000168628 0.000118122 0.000134521 5.07409e-05
threshold=9.5425530862500008 8.8430989333000021 22.724946859200003 93.883646373400012 85.807518149550006 19.041006859700005 86.103248543850015 188.16174763880002 13.278511569200001 117.47217800995001 13.5308213324 22.554947256700004 22.604947139800004 165.01827963435002 147.29495425805001 148.65120700310004 70.085415002650009 24.785467646950003 183.52328734125004 38.559541491950007 2.8477776226000002 196.26893085885004 261.40539695100006 19.254954973500002 26.038885134450002
decision_type=2 2 2 2 2 2 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 -5 -6 -7 9 -8 11 -10 13 -12 16 -16 -15 -18 -17 -20 -21 -22 23 24 -23
right_child=-2 -3 -4 5 6 7 8 -9 10 -11 12 -13 -14 14 15 18 17 -19 19 20 21 22 -24 -25 -26
leaf_value=0.034906357356658278 0.014262222633178324 -0.022218927631243706 0.018505257420743468 0.0086728085779641893 -0.025609957004786049 -0.042971161617758817 -0.0050326398940726052 -0.010282114643284688 0.012968014230738182 0.030241182112188243 -0.023075196950445007 -0.038374007794306997 0.028531925868629272 0.033245694463526876 -0.029897803014321107 0.020451231220455068 -0.018496135069333373 0.019547614334993892 -0.028369865608738967 0.028544492032006066 -0.044626045023142949 -0.022343223975729371 -0.0266727270281111 0.033054974019806511 0.0084627458040216954
leaf_weight=0.001084118722812554 0.0013368836447439072 0.0012337177244109284 0.0012611128674748775 0.0014849006613819014 0.0013020841639108443 0.0010275017897321275 0.001076964610271655 0.0010590441669089492 0.0011909526130076111 0.0013608323612395168 0.0014036477656208064 0.0014165158474277462 0.001713290488694951 0.001290444087182153 0.0013774009743663948 0.0012784764487988607 0.0013377775705839465 0.0015282920133887802 0.0010983735392743306 0.0018619766035552765 0.0010266441165391882 0.0010462959081699637 0.0012313645993432551 0.0014251577747731725 0.0010934353277567421
leaf_count=38 67 91 45 166 90 202 58 90 59 48 91 47 76 61 141 149 142 205 285 160 143 112 170 51 113
internal_value=-1.4794e-06 -0.000593492 0.000267793 -0.000506197 0.00103741 -0.0118058 -0.0004278 -0.0263796 0.000952346 0.014658 -0.000614798 -0.0149237 0.00137905 -0.00135758 0.000597061 -0.00338495 0.0115559 0.00179017 0.000244527 -0.00269673 0.000972645 -0.00784395 2.93026e-05 0.00925257 -0.0066009
internal_weight=0.0335472 0.0322103 0.0309766 0.0297155 0.026144 0.00357145 0.0250599 0.00208655 0.0237578 0.0024378 0.02132 0.00260747 0.0187126 0.0169993 0.0155956 0.0114391 0.00415651 0.00286607 0.0100617 0.00878325 0.00768487 0.0058229 0.00479625 0.00356489 0.00213973
internal_count=2900 2833 2742 2697 2239 458 2201 292 2111 106 2005 106 1899 1823 1732 1324 408 347 1183 1034 749 589 446 276 225
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=24
num_cat=0
split_feature=6 8 6 18 13 4 16 3 10 10 17 16 10 3 19 18 16 16 8 15 18 17 16
split_gain=2.63073e-05 0.000112125 0.000106739 7.20174e-05 0.000114033 9.99738e-05 8.80075e-05 3.64459e-05 9.15817e-05 8.93937e-05 5.55591e-05 8.51085e-05 8.69006e-05 0.00019756 5.97742e-05 5.58611e-05 0.000341799 8.2977e-05 0.00015082 9.39063e-05 0.000146106 0.00017201 0.000105115
threshold=13.075305502400001 7.7439566930000003 13.775321858200002 13.901940775400002 98.238948544700023 310.49012963040008 12.024971880400001 82.234557294150008 71.52105164435001 70.182199495350019 171.14418113535001 19.214955067100004 66.697957758300021 89.324021384150015 14.651182102100002 13.713893333650001 22.604947139800004 22.554947256700004 8.543332867800002 42.133814420300006 13.278511569200001 188.07781354100004 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
left_child=1 3 -2 -1 5 -5 -7 -4 9 10 -9 -12 13 -13 15 17 -17 18 -15 20 21 -19 -21
right_child=2 -3 7 4 -6 6 -8 8 -10 -11 11 12 -14 14 -16 16 -18 19 -20 22 -22 -23 -24
leaf_value=-0.023426923243930475 0.027178668740248227 -0.029036568733373815 -0.018594280698948345 -0.026736608492333835 0.032855267083980365 -0.0079811472476095918 0.027748697318395767 -0.015056426185659859 0.029284147100936186 -0.025518701194780575 0.025176113430799587 0.044933100231718537 -0.023573496953579923 0.038421821606989058 0.020605005068810821 -0.049238736181653441 0.022451261790083724 -0.022228935576909744 -0.011963473455982259 -0.0062634700781572968 -0.038866707772302424 0.02042743612285438 0.030760636994971603
leaf_weight=0.0010139246455085045 0.0015272156676857341 0.0015631600438628362 0.0010187188598165245 0.0011856672048773768 0.001191717946732819 0.0015486166693669673 0.0012424734645706259 0.0019557479523601004 0.0010712999557358277 0.0013570621536956205 0.0015401199018317746 0.0010362719013130564 0.0013647383438921126 0.0014133435849372775 0.0012578658451136713 0.001398645457952285 0.0012679529049819394 0.0019505476325938371 0.0010249006221044743 0.0017422901785770269 0.0014521983605182941 0.0018343540791647683 0.0013696421907830152
leaf_count=105 140 226 65 354 141 273 129 264 79 161 120 51 86 80 56 67 60 87 33 143 61 61 58
internal_value=-2.90426e-06 -0.00510888 0.001543 0.000941 0.00572137 -0.00240986 0.00792425 -8.45254e-05 0.000733995 -0.00065844 0.00097859 0.00265986 0.00063343 0.00273123 -0.000241408 -0.00219044 -0.0151505 0.00101328 0.0172427 -0.00372634 -0.0119016 -0.00155551 0.0100318
internal_weight=0.0333285 0.00774556 0.0255829 0.0061824 0.00516848 0.00397676 0.00279109 0.0240557 0.023037 0.0219657 0.0206086 0.0186529 0.0171128 0.015748 0.0147117 0.0134539 0.0026666 0.0107873 0.00243824 0.00834903 0.0052371 0.0037849 0.00311193
internal_count=2900 1228 1672 1002 897 756 402 1532 1467 1388 1227 963 843 757 706 650 127 523 113 410 209 148 201
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=27
num_cat=0
split_feature=3 7 3 19 18 7 7 15 6 16 10 8 18 18 7 18 8 9 7 18 16 19 13 15 9 2
split_gain=2.4543e-05 7.3212e-05 5.89766e-05 5.19443e-05 5.96921e-05 5.54139e-05 7.30871e-05 6.8869e-05 6.51672e-05 9.39607e-05 9.49353e-05 8.56439e-05 8.20913e-05 6.03009e-05 0.00012215 8.88929e-05 9.05248e-05 0.000109629 7.54915e-05 6.82202e-05 0.000106871 0.000115046 7.02258e-05 0.000220444 0.000152921 1.5758e-06
threshold=103.44111502715002 19.874819532250005 94.92945658615001 14.651182102100002 12.903279561150002 22.597569836950004 22.398098708400003 23.969938375100003 16.515385879350003 22.624947093000003 62.057679025150001 8.6432548896500023 13.482409244300003 13.5538556217 23.031046061850002 14.371157440600003 8.3434888241000014 202.37225149245003 24.101221167900004 14.732667293750003 18.054957779650003 12.751028791950002 98.238948544700023 13.612549286700002 205.70977008025002 173.31297745125002
decision_type=2 2 2 2 2 2 2 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 -6 9 11 -11 13 -10 14 -7 16 -15 -18 -17 -20 21 22 23 -21 -24 -22
right_child=-2 2 -4 -5 5 8 -8 -9 12 10 -12 -13 -14 15 -16 18 17 -19 19 20 25 -23 24 -25 -26 -27
leaf_value=0.025366126822529325 -0.012155257033591729 -0.020419745045956707 -0.021825962136192763 0.021890160168537884 0.02019377594163678 -0.01006319167337268 0.031382026018116786 -0.015815632748212818 -0.038476324653697484 0.034111183440667082 -0.0035051960146547561 -0.029030927228179678 0.0013310843281194309 -0.033068033617014922 0.032432877513297549 0.024886823554083268 0.021482317114736395 -0.024814527229009065 -0.024965078039525662 0.01563122606697542 0.019210576815859345 -0.032692758094076055 0.037430061583804873 -0.041420905985334322 -0.011489693216314389 0.024814439215676234
leaf_weight=0.0011507416547908945 0.0015823646073390213 0.0013960766632486075 0.0012249307317198114 0.0010999278320671371 0.0010105947738123372 0.0012218787038083085 0.0012966300680487359 0.0011194450917731483 0.0010008420784030246 0.0015645174905746925 0.0011746662778565689 0.0010921743878858766 0.0010739193319948409 0.0016979151079443426 0.0015150771390760077 0.0012599093022762622 0.001015602347630686 0.0010303889063281724 0.0010687689530727981 0.001555424935653321 0.0010053513056869081 0.0011763255405419781 0.0013227133282280867 0.0011995708605166116 0.0012361966828010607 0.0010018330627487571
leaf_count=65 248 64 144 44 117 58 76 74 56 79 69 92 56 115 52 116 36 46 94 344 80 170 80 330 94 101
internal_value=-2.60525e-06 0.000607647 -0.000330758 0.000572948 -0.000263389 0.00079292 0.0126636 0.00126899 -0.000959402 0.000700556 0.0179798 -0.00187191 -0.0178716 -0.000158012 0.0134611 -0.00271634 -0.0159988 -0.0018334 0.00187702 -0.00115347 0.00184145 -0.00439518 0.00186898 -0.00921022 0.0137972 0.0220076
internal_weight=0.0330938 0.0315114 0.0303607 0.0291358 0.0280358 0.0266397 0.00342667 0.00213004 0.0232131 0.0211383 0.00273918 0.0183991 0.00207476 0.017307 0.00273696 0.01457 0.00374391 0.00204599 0.0108261 0.00956618 0.00849742 0.00649023 0.00531391 0.002755 0.00255891 0.00200718
internal_count=2900 2652 2587 2443 2399 2335 267 191 2068 1956 148 1808 112 1716 110 1606 197 82 1409 1293 1199 1018 848 674 174 181
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=25
num_cat=0
split_feature=2 2 16 4 15 18 15 5 8 2 15 5 7 19 19 6 13 9 6 12 2 19 6 15
split_gain=2.64594e-05 9.82491e-05 9.64209e-05 8.33235e-05 7.96434e-05 5.78588e-05 0.000160393 0.000148312 8.79316e-05 5.14824e-05 7.10106e-05 9.45749e-05 0.000131767 0.000102465 0.000142647 0.000101479 7.11941e-05 0.000104147 8.52591e-05 0.000123357 0.000147703 5.31006e-05 0.000109305 4.99659e-05
threshold=210.98514341730004 202.77941723725004 14.184966829400002 316.38016606785004 43.758818131150008 14.092183088000002 44.617051254100005 20.361635946650004 2.5480115570500002 189.76529655395004 41.863529088250004 20.766972852450003 23.147601011700004 14.351157895250003 14.551174033150001 16.515385879350003 112.82921081865001 193.75542554275003 14.980350013450002 172.75554276225003 114.43237721760001 12.751028791950002 14.615341485100002 36.508287084250007
decision_type=2 2 2 2 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 9 6 -5 8 -7 10 11 16 13 23 15 -15 18 -18 19 20 21 -4 -23 -13
right_child=3 -3 4 5 -6 7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25
leaf_value=-0.025372987920400186 -0.026370960122218887 0.031704473168934585 0.017171570307998561 -0.038391213671062109 -0.022761202431161667 0.0099974718320584351 0.015652049421611271 0.035581282218691189 -0.021428496960088587 0.021669100886885905 0.022922566959455905 -0.031176287273001792 -0.034634031851693954 0.0041178565600685875 -0.01775871095404399 0.046738329234919773 -0.0020191368773389085 0.039855294601260013 -0.024188012711210537 -0.018857263451797682 0.037136905387796237 -0.031309727420243814 0.012823987012233777 -0.0019595365523887233
leaf_weight=0.0013733304345334976 0.0014796311875140047 0.0010428762934748493 0.0013734930893803954 0.0011999920461131905 0.001231993861673406 0.0019346503325215481 0.0010125481053779267 0.0012463916074817814 0.0016494928141031484 0.0014369906530669043 0.001502683233983503 0.0012678982458218272 0.0015185838914255623 0.001173362396596267 0.0012498773943523389 0.0010663469739569109 0.0010584872879917393 0.0013533581194673516 0.0010847458988059513 0.0015526142158196476 0.0017362380651904097 0.0010521563747999188 0.0012025799231029088 0.0010873176024688291
leaf_count=466 109 88 80 128 95 277 71 101 227 93 50 248 68 41 51 36 37 64 63 142 138 130 54 43
internal_value=-2.64012e-06 0.00167493 0.000332117 -0.00479851 0.00194048 -0.000266507 -0.0136588 0.00586761 -0.00446537 0.00340946 0.0020485 0.000284027 -0.00839001 -0.00157134 0.0093062 0.0244099 0.00641734 0.0214779 0.00187792 0.00596561 0.01315 0.00167139 -0.00777069 -0.017688
internal_weight=0.0328876 0.0243649 0.0233221 0.00852271 0.0219487 0.00704307 0.00221254 0.00483053 0.00358414 0.0207167 0.0192797 0.0177771 0.00736339 0.0058448 0.00348959 0.00223971 0.0104137 0.00241185 0.00800183 0.00691708 0.00536447 0.00362823 0.00225474 0.00235522
internal_count=2900 1987 1899 913 1433 804 199 605 504 1338 1245 1195 487 419 128 77 708 101 607 544 402 264 184 291
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=26
num_cat=0
split_feature=8 8 16 15 16 16 0 13 16 7 17 2 7 6 4 16 10 15 19 12 12 5 8 5 16
split_gain=2.7811e-05 5.04728e-05 3.47634e-05 4.31968e-05 6.48931e-05 5.6983e-05 0.00010473 4.88912e-05 0.000159801 0.000103473 0.00013562 6.90689e-05 4.72971e-05 0.000118375 8.58883e-05 0.000126036 7.74095e-05 5.41757e-05 0.000103414 0.000123325 0.000143399 9.2089e-05 8.2056e-05 6.41954e-05 6.29678e-05
threshold=9.5425530862500008 8.8430989333000021 22.724946859200003 45.169600924000008 22.674946976100003 22.624947093000003 86.530713386650021 117.38883580790001 21.774949080700004 22.806258769100005 194.42005702145002 317.41815758785003 27.894561215200003 5.0951190466500007 317.66566527840007 13.894967507500002 75.779569322950024 31.385732506450001 13.351077205700003 162.55248274650003 130.74068757200004 19.812684199800003 8.1436447804000007 16.579584939650001 15.504963742650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 11 -9 -11 12 13 -1 15 -15 -16 18 19 20 23 -19 -20 -17 -21
right_child=-2 -3 -4 -5 -6 6 -8 9 -10 10 -12 -13 -14 14 16 17 -18 21 22 24 -22 -23 -24 -25 -26
leaf_value=-0.03315256909668559 0.014257537088943823 -0.020717687570916708 0.016715307142165729 -0.01672940322866542 -0.024205200078212832 0.00087259022827690337 0.040175399424673547 0.010008765278649082 0.038898946734749085 -0.04852039812756332 -0.0021950400850823809 -0.024490504624844936 0.020982838842804937 -0.034593202678182937 0.0029366143309172976 0.010444562856095 0.040532774822610119 -0.032890665250560724 0.035842932006027964 -0.004095042002054081 0.036580909425497972 0.0038184643256574551 0.0019724645016632233 -0.022505411515990018 -0.038390477828948416
leaf_weight=0.0010215139062789572 0.0013129969968846541 0.0011991516446524094 0.0012231563608011689 0.0015512978481835851 0.0010295893792431334 0.0019795359850691687 0.0010311590745004651 0.0015789681118572345 0.0010972214608244704 0.0011262452735384329 0.0014399134554669013 0.001117021425281201 0.0011261669392611104 0.0010338570297310909 0.0011888707919584596 0.0012458773439704036 0.0010154019492805144 0.001093492066049361 0.0016505746107374764 0.0010876567370542434 0.0012575222420648617 0.001822082102667542 0.0012622600634241768 0.0011253713526815229 0.0010543021003220215
leaf_count=277 67 91 45 157 46 82 41 109 47 49 59 210 290 262 130 85 60 80 94 65 118 102 88 136 110
internal_value=-8.19279e-07 -0.00059783 0.000202154 -0.000495877 0.000423728 0.00138589 0.0143338 -0.000283988 0.00184245 -0.0101331 -0.0225265 -0.000403671 0.00118041 -0.000225806 0.00204113 -0.00113698 0.0202553 0.00184504 0.00580511 -0.00194813 0.00928331 -0.00994937 0.0211654 -0.00519317 -0.0209757
internal_weight=0.0326712 0.0313582 0.0301591 0.0289359 0.0273846 0.026355 0.0030107 0.0233443 0.0191992 0.00414513 0.00256616 0.018102 0.0169849 0.0158588 0.0148373 0.012633 0.00220427 0.0115991 0.00868356 0.00577073 0.00362877 0.00291557 0.00291283 0.00237125 0.00214196
internal_count=2900 2833 2742 2697 2540 2494 123 2371 2154 217 108 2107 1897 1607 1330 1140 190 878 696 514 339 182 182 221 175
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=25
num_cat=0
split_feature=2 2 16 15 19 16 9 18 15 7 10 2 15 5 7 19 19 6 7 7 18 9 9 0
split_gain=2.42213e-05 8.46219e-05 6.61473e-05 6.76645e-05 6.39114e-05 0.000198281 0.000132238 8.43567e-05 5.95206e-05 4.38009e-05 0.000108741 5.47144e-05 5.98926e-05 8.46359e-05 0.000110399 8.92474e-05 0.000122053 8.42439e-05 6.70342e-05 6.94915e-05 0.000105342 5.14493e-05 0.000119257 4.82883e-05
threshold=210.98514341730004 202.77941723725004 14.184966829400002 43.938093326450009 12.951044929850001 22.544947280100004 204.88165762580005 17.454031341500002 16.629348623500004 25.967949918250003 75.645146416450004 189.32640726775003 41.863529088250004 20.766972852450003 23.147601011700004 14.351157895250003 14.551174033150001 16.515385879350003 22.689595575850003 23.220446641850003 14.047116609550001 204.09084027260005 199.21354841250005 85.775256651950016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 7 -6 -7 8 -2 10 11 12 13 18 15 23 17 -17 -4 -20 -21 22 -22 -15
right_child=4 -3 3 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16 16 -18 -19 19 20 21 -23 -24 -25
leaf_value=-0.021136560979565532 -0.0035316880421451314 0.029695234131343853 0.024298425844719258 -0.02313473856487263 -0.040575592175673379 -0.013519378979985897 0.029264168426125999 -0.018549962799217664 0.027046459154967263 0.019519610539631367 -0.029670244751018073 0.023174049674880931 0.020283057857273145 -0.0017408311087780085 -0.032120567935612389 0.004304572218901557 -0.016478501745119598 0.043397861988281973 -0.021455106643344605 0.035425370516213042 -0.011149501699501475 -0.015755144312528401 0.031261877154113694 -0.030589995810714806
leaf_weight=0.0013473893991547302 0.0010644554911199661 0.0010273776318668213 0.0017704200870485853 0.0010443494405068246 0.0016284098264581397 0.0019209056339946438 0.0011579334991403678 0.0010669397027886496 0.0015835930791246885 0.0014817851640677579 0.001046350664512182 0.0013093960053206502 0.0016111264417020257 0.0011195147498741344 0.0014842909789553049 0.0011695078188715957 0.0012383233239177116 0.0010426895682051907 0.0010320745733364695 0.0010385057994115598 0.0014778153256740367 0.0014035184094267628 0.001202503033669533 0.0012043693512069353
leaf_count=466 116 88 82 87 200 121 70 221 185 118 151 82 55 238 68 41 51 36 39 49 90 129 64 53
internal_value=-8.80196e-07 0.00161526 0.000362267 0.00169861 -0.00461607 -0.0123548 0.00257126 0.00518967 0.0147547 0.00295561 0.00167395 0.00348554 0.00195052 5.25395e-06 -0.00779586 -0.00154328 0.00865928 0.0227307 0.00715063 0.00221778 0.00698751 -0.000244142 0.00787802 -0.0166921
internal_weight=0.0324735 0.0240513 0.0230239 0.0216765 0.00842224 0.00470725 0.00307884 0.00371499 0.00264805 0.0206322 0.0191504 0.0181041 0.0167947 0.0151835 0.0072587 0.0057744 0.00345052 0.0022122 0.00792484 0.00615442 0.00512234 0.00408384 0.00268032 0.00232388
internal_count=2900 1987 1899 1433 913 391 191 522 301 1346 1228 1077 995 940 487 419 128 77 453 371 332 283 154 291
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=26
num_cat=0
split_feature=16 19 13 5 6 6 6 5 15 10 7 18 18 7 7 12 14 15 5 10 0 10 0 0 5
split_gain=2.56356e-05 7.36634e-05 7.55866e-05 0.000145367 3.96528e-05 6.55616e-05 8.24237e-05 7.86453e-05 7.12775e-05 8.25378e-05 9.2173e-05 6.97764e-05 6.58896e-05 5.08964e-05 8.18801e-05 5.50585e-05 0.000129792 8.90124e-05 7.88831e-05 0.000120358 0.000143669 9.37615e-05 9.83912e-05 7.96384e-05 5.87364e-05
threshold=10.664975060650002 11.150899688650002 92.692659421600013 11.848158554650002 10.715250360100002 12.26528657645 13.665319288000001 16.579584939650001 23.707353846250005 55.94143677835001 21.725272673150005 12.868666868750003 12.993406580100002 22.597569836950004 22.747724408400003 121.97235442175001 202.65261526855002 30.124327028350006 18.725555412050003 67.203387886850024 89.738043936200015 62.057679025150001 86.780739992750014 86.280686780500005 21.679100857650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 -15 17 -17 -16 -18 20 21 23 -23 -20 -24
right_child=1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 18 -19 19 -21 -22 22 24 -25 -26
leaf_value=0.011731982394007056 -0.025244176406664022 0.027086630055518097 -0.037778772897248632 -0.018084101506646601 0.022666164397774052 -0.02625907639866619 0.024726103285396622 -0.024785380592742521 0.029301723312571887 -0.026298473485266184 0.025728252478090019 -0.022184700200484152 0.01941795353410692 -0.024719149880842624 0.0049937304986594393 0.039288498158169483 0.026991072436776248 -0.033156021808926454 -0.0048685413120033638 -0.031723511377878766 0.037682183952653117 -0.0362974155562596 -0.017472636176172854 0.024325736497819796 0.016034259024775181
leaf_weight=0.0017608794994852161 0.0011735827609895824 0.0010173284188055081 0.0010169856457209739 0.0010765536641967879 0.0013858029249169948 0.0011146393584734347 0.0013808076919059635 0.0010917204811103842 0.0010108289714480792 0.0012484677186840624 0.0011408627609725821 0.0012227695844617267 0.0015029375741461007 0.0012198042540516882 0.001448127245570475 0.001020017979556088 0.0011187703557540294 0.0010587500963815666 0.001984613046491379 0.0011285831988483925 0.0010480760221913688 0.0012541059539522984 0.0010562109599578928 0.001765713631181165 0.0010366347085550842
leaf_count=443 199 145 216 101 109 150 69 191 85 125 50 61 75 52 87 44 94 60 135 131 53 77 46 64 38
internal_value=-1.76652e-07 -0.000677015 0.000305352 -0.000656301 0.000725844 0.00149762 0.000317231 0.00156516 0.000134695 0.00141405 2.22689e-05 0.00175123 0.000220062 0.00186622 0.000123799 0.00230084 0.00524845 -0.0111184 0.00190751 -0.00111847 0.00312202 -0.00198158 -0.0141484 0.00887659 -0.000875899
internal_weight=0.0322836 0.0305227 0.0293491 0.0283318 0.0273148 0.0262382 0.0248524 0.0237378 0.022357 0.0212653 0.0202544 0.019006 0.0178651 0.0166423 0.0151394 0.0139196 0.0114127 0.00250688 0.0103927 0.00927394 0.00814535 0.00709728 0.00334695 0.00375033 0.00209285
internal_count=2900 2457 2258 2113 1897 1796 1687 1537 1468 1277 1192 1067 1017 956 881 829 682 147 638 544 413 360 161 199 84
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=25
num_cat=0
split_feature=8 6 15 6 16 16 2 6 5 5 7 13 3 13 3 16 9 15 15 7 9 7 7 16
split_gain=2.70587e-05 5.012e-05 4.67996e-05 9.97434e-05 6.25678e-05 0.000112879 0.00012249 0.000101436 8.52728e-05 7.50564e-05 0.000109614 9.0217e-05 0.000161425 0.000101902 8.56163e-05 7.75374e-05 8.74962e-05 8.13509e-05 9.41793e-05 0.000203819 7.87721e-05 6.17242e-05 5.97244e-05 0.000159606
threshold=9.5425530862500008 16.705390318750002 45.169600924000008 16.565387047600002 22.674946976100003 22.624947093000003 176.58278076550002 16.455384477450004 22.732890661650003 22.382291025900006 22.580174331950005 112.82921081865001 87.114108800950007 109.57886493895002 84.850427055100013 17.844958270700005 210.70699256735003 23.4448654772 16.353133686700001 27.406980840450004 201.2906445504 23.903127120600004 23.031046061850002 22.494947397000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 -9 11 -11 12 13 14 15 16 17 18 19 -1 21 -20 -13 -24
right_child=-2 -3 -4 -5 -6 6 -8 8 -10 10 -12 22 -14 -15 -16 -17 -18 -19 20 -21 -22 -23 23 -25
leaf_value=-0.04119760097984617 0.014207602062976721 -0.017787193610587081 -0.015647793739809897 0.024708805215167343 -0.023924604091822451 0.037569957811917513 -0.0048163324132516703 -0.042651380782172732 -0.002068240030172331 0.0067562555013879078 -0.03729203908712591 0.002048868515482073 -0.038756369610448579 0.029118395136407654 -0.02565028411945729 0.020783017912580398 -0.025288062625759257 -0.019981746849749012 0.024222147531113597 0.021037598134448762 0.037518126967856141 -0.0068791266898349359 0.056015110158151055 0.00018485984394012303
leaf_weight=0.0010313373238367406 0.0012866458656951565 0.0016070482604894449 0.0017203539703754883 0.0017145685577597989 0.0010656478435180352 0.0016206629975687994 0.001176891208615416 0.001050489031425946 0.0010209278696855506 0.0010692749183999525 0.0011978025845585645 0.0015323339746373668 0.0010378290304476215 0.0012713034761624451 0.0012299381372395781 0.0018551684007353528 0.00133500114767892 0.0013103511774789946 0.0011471844731634206 0.0010744519234540516 0.0012475723939013861 0.0014379907133061365 0.0010259958284422055 0.0010222044779339967
leaf_count=227 67 254 172 84 49 70 50 62 51 104 56 54 128 49 178 163 236 153 61 258 76 204 48 46
internal_value=-5.50987e-07 -0.000594041 0.000352353 0.00135421 -0.000200236 0.000823539 0.0197386 -0.00159303 -0.0226494 0.000606961 -0.0165165 0.00281785 -0.000809989 0.00223336 -0.000695687 0.00224448 -0.0017621 0.00257059 0.00754681 -0.00944289 0.0168813 0.00692222 0.0169806 0.0281517
internal_weight=0.032089 0.0308023 0.0291953 0.0274749 0.0257604 0.0246947 0.00279755 0.0218972 0.00207142 0.0198257 0.00226708 0.0175587 0.0139781 0.0129403 0.011669 0.0104391 0.00858389 0.00724889 0.00593854 0.00210579 0.00383275 0.00258518 0.00358053 0.0020482
internal_count=2900 2833 2579 2407 2323 2274 120 2154 113 2041 160 1881 1733 1605 1556 1378 1215 979 826 485 341 265 148 94
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=24
num_cat=0
split_feature=8 6 15 6 15 6 18 9 15 13 2 10 3 3 18 18 18 15 18 18 16 17 17
split_gain=2.19648e-05 4.07377e-05 3.80322e-05 8.13017e-05 5.76841e-05 0.000125891 9.23459e-05 0.000110931 6.09792e-05 0.000102173 0.000179949 4.7436e-05 6.36189e-05 2.89974e-05 7.85805e-05 0.00010597 0.000113732 5.69027e-05 0.000110438 0.000127224 0.000100992 9.67327e-05 5.3483e-05
threshold=9.5425530862500008 16.705390318750002 45.169600924000008 16.565387047600002 42.670190152050004 16.455384477450004 13.258783262950002 186.14781787895004 40.128253618400009 116.20860268865 167.29597799085005 66.318885161900013 88.06582297910002 86.302194445500007 14.194363735100003 14.752187928300001 15.103091397600002 23.900317844600004 15.914538559100002 16.329849731700005 10.489975469900001 201.59899553070002 206.41783130310003
decision_type=2 2 2 2 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 -7 9 11 -11 -1 13 14 -13 -16 -17 18 -18 -20 -21 -22 -19
right_child=-2 -3 -4 -5 -6 6 -8 -9 -10 10 -12 12 -14 -15 15 16 17 22 19 20 21 -23 -24
leaf_value=-0.014726018086590929 0.012812811388215507 -0.016059450953064148 -0.014117694929295306 0.022375016913239482 0.018516830425394534 -0.032102058038133451 -0.044188845934204538 0.013596455880903503 -0.017120692362601764 0.00049550236759618373 0.053668819478734676 0.023340701238732012 0.026141464771240963 -0.014556146832162631 -0.023040556755154075 0.031583643225476292 -0.03458133964202089 0.028789058788713174 0.030952714757895128 0.012695625989981869 -0.044745445147567647 -0.0027785202323863077 -0.003423180156867477
leaf_weight=0.0019130678348876834 0.0012841772757148503 0.0016022192494620736 0.0017163534378767274 0.0017046221247677953 0.0015500416364797693 0.0010053766772752928 0.0010499924363840778 0.0011262205754292154 0.0016311785801540043 0.0016400591224510199 0.0010400482886439022 0.0014727802530214483 0.001017260119650895 0.0012106913179239813 0.0018552890048506481 0.0012207924770789658 0.0011157907172956519 0.0010533294749615063 0.0010568266165633666 0.0013833755936347898 0.0010016887930252294 0.001215957090278677 0.0010093468926711258
leaf_count=162 67 254 172 84 88 45 64 44 72 63 47 110 105 77 177 134 162 98 76 347 139 204 109
internal_value=6.64138e-07 -0.000537153 0.000320731 0.00122935 -0.000180373 -0.00138697 -0.0199146 -0.00795744 0.00144193 0.00301844 0.0211301 8.12198e-05 0.0020197 0.000214878 0.00165879 -0.00126748 0.00319259 -0.00123036 -0.00632368 0.000445463 -0.0085078 -0.0217346 0.0130264
internal_weight=0.0318765 0.0305923 0.0289901 0.0272737 0.0255691 0.0240191 0.00318159 0.0021316 0.0208375 0.0192063 0.00268011 0.0165262 0.0146131 0.0135959 0.0123852 0.0109124 0.00905711 0.00783632 0.00577364 0.00465785 0.00360102 0.00221765 0.00206268
internal_count=2900 2833 2579 2407 2323 2235 153 89 2082 2010 110 1900 1738 1633 1556 1446 1269 1135 928 766 690 343 207
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=24
num_cat=0
split_feature=6 6 5 13 10 0 14 7 12 7 2 6 18 6 6 6 9 9 18 2 18 18 18
split_gain=2.14569e-05 8.91028e-05 7.99002e-05 5.25309e-05 0.000148236 7.84003e-05 6.76787e-05 4.50234e-05 0.00012937 0.000125499 9.57353e-05 0.000116345 4.20024e-05 0.000101884 8.79597e-05 7.64685e-05 6.90208e-05 7.83715e-05 0.000105808 0.000110984 5.4751e-05 9.16279e-05 5.2965e-05
threshold=13.075305502400001 13.775321858200002 15.094471190800002 98.238948544700023 84.906884675850009 99.642323688800005 376.01315066015007 24.176224535650004 131.64402048350004 23.974509389900003 138.50479637360004 14.925348728400001 13.512826932300003 15.710367070250003 16.375382608200002 16.485385178400005 205.70977008025002 196.16158123080001 12.933745112000002 125.31286365695001 13.668531103750002 13.849588037450003 13.197799034350002
decision_type=2 2 2 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 -6 9 -9 12 -10 -12 13 -3 -15 22 17 18 19 -17 -14 -22 -16
right_child=1 7 -4 5 6 -7 -8 8 10 -11 11 -13 20 14 15 16 -18 -19 -20 -21 21 -23 -24
leaf_value=-0.035653857551174152 0.025501370941870619 0.032252162115740758 -0.025192853476613958 -0.0098281028880941035 -0.0099098795301734086 0.025893646404203271 0.025809569273320676 -0.040157354286858488 0.025484999216533119 0.033879970756910044 -0.032279268740321401 0.0066155134176712135 -0.022934941321782948 -0.023604310930540787 0.0066465973335389887 0.0055995253707802253 0.019740800361023228 -0.031915233358711312 0.015804641491632205 -0.037978721468703881 0.022685247767405579 -0.0132552576959927 0.035034189481511525
leaf_weight=0.0012089337022895786 0.0014469206819972885 0.0010991644936164989 0.0015151086780964759 0.0010351778389947747 0.0010452577009679269 0.0015115286812710238 0.0010770077569577652 0.0010209956512156051 0.0010622293048032638 0.0011773227333913552 0.0012948194388104177 0.0018940532991983672 0.0016012798086573604 0.0013474728515562072 0.0016933288937635727 0.0012045213697493853 0.0011785756724638219 0.0010209486910360641 0.0019944597535977828 0.0011351892285710332 0.0011183977483820535 0.0019394528504126096 0.0010741898516592845
leaf_count=245 140 74 191 134 340 122 196 89 65 66 149 111 80 86 95 106 69 49 124 158 47 115 49
internal_value=8.75851e-07 0.00143589 -0.0047165 0.000561549 -0.00770426 0.0113736 0.00821703 -8.75694e-05 -0.00819318 0.00234264 -0.000516284 -0.00917744 7.96051e-05 0.00326597 0.000273998 0.00373326 -0.00216789 -0.00698965 -0.00111822 -0.0155439 -0.00795472 -0.000110148 0.017665
internal_weight=0.0316963 0.0243033 0.00739301 0.00587791 0.0033312 0.00254671 0.00212227 0.0228564 0.0052721 0.0175843 0.0042511 0.00318887 0.016407 0.0117479 0.0106487 0.00930121 0.00653369 0.00535512 0.00433417 0.00233971 0.00465913 0.00305785 0.00276752
internal_count=2900 1672 1228 1037 781 256 536 1532 414 1118 325 260 1052 810 736 650 506 437 388 264 242 162 144
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=24
num_cat=0
split_feature=5 10 19 2 19 12 17 16 15 9 4 2 9 9 5 5 18 15 17 8 9 15 9
split_gain=2.45424e-05 8.78869e-05 6.91172e-05 5.47062e-05 6.40353e-05 6.27784e-05 7.1042e-05 5.06032e-05 9.27316e-05 6.49308e-05 5.44329e-05 7.26964e-05 0.000130277 0.000223452 0.000101996 8.93274e-05 0.000116888 0.000107583 7.12933e-05 9.96099e-05 6.95999e-05 6.85786e-05 5.29842e-05
threshold=29.040033326300005 61.614083433650009 14.651182102100002 339.55821382900007 14.551174033150001 286.25174907180002 199.71712621985003 11.934972090850001 17.183237161800005 181.61255275325001 311.90820777800008 165.21120286730005 195.97407267990005 200.94207221650004 22.334016245700003 20.950952025950006 13.832542267500001 37.434800281900003 195.89498576185002 8.1436447804000007 199.68228938305 35.34809845485001 48.745053608200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 7 -7 -3 -9 22 11 14 -13 -14 15 16 -11 -17 20 -20 -18 -15 -10
right_child=-2 2 -4 -5 -6 6 -8 8 9 10 -12 12 13 21 -16 17 18 -19 19 -21 -22 -23 -24
leaf_value=-0.026229381624463755 0.010925376331837482 -0.019841084718848032 0.026245681164836738 0.022412423632097042 -0.019870442488113704 -0.031295799386631788 0.002048022868874939 0.030841965521225496 0.0021695533545078786 0.029637522818671283 0.021483212541273302 -0.040686023644892939 0.039067436818096581 -0.00030418021731700649 0.030116061430187219 -0.038887070438517753 -0.031653470692529349 0.0027754027487113995 0.029655474805204692 -0.0072189238840143196 0.0013296705957217417 -0.035147305547988839 -0.027283868477773095
leaf_weight=0.0012909707578456628 0.0019300205900991156 0.0010417103355370326 0.0010019990985892227 0.0010040728916721467 0.0017467967278192434 0.0012983584492004705 0.0012581780295903566 0.0011119359982181267 0.0011115055670805922 0.0018261804339090304 0.0015070788881732895 0.0010214998413190556 0.0010198360213862501 0.0011567471953396746 0.0014931801464428953 0.0010349540347566744 0.0010272066933049856 0.0015451470177776372 0.0014767286822081193 0.0014537536235951713 0.001696224846988198 0.0011039949498199489 0.0013557369578557979
leaf_count=188 165 414 43 142 82 176 154 82 167 72 125 84 62 104 79 44 80 52 114 122 123 71 155
internal_value=-4.50816e-07 -0.000713242 0.000451032 -0.000496035 -0.00137107 -5.42493e-05 -0.0148859 0.00167058 0.00274064 0.00116489 0.00332197 0.00159572 -0.00950069 0.000209741 0.00572764 0.0021078 0.00764199 -0.0139366 0.00053756 0.0113628 -0.0111107 -0.0173192 -0.0140149
internal_weight=0.0315138 0.0295838 0.0282928 0.0272908 0.0262868 0.02454 0.00255654 0.0219834 0.0209417 0.0198298 0.0173625 0.0158555 0.00430208 0.00328058 0.0115534 0.0100602 0.00748009 0.0025801 0.00565391 0.00293048 0.00272343 0.00226074 0.00246724
internal_count=2900 2735 2547 2504 2362 2280 330 1950 1536 1454 1132 1007 321 237 686 607 511 96 439 236 203 175 322
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=25
num_cat=0
split_feature=0 10 5 5 0 6 6 17 3 5 12 12 5 7 15 7 7 3 5 2 18 9 17 10
split_gain=2.30961e-05 4.41706e-05 8.17856e-05 7.67714e-05 9.4385e-05 3.89414e-05 0.000113039 4.06117e-05 6.13822e-05 0.000103115 4.67333e-05 5.30697e-05 0.000108439 5.50513e-05 0.000114141 6.61477e-05 5.21057e-05 6.99986e-05 5.13582e-05 6.81886e-05 9.47057e-05 6.20449e-05 4.62285e-05 3.4477e-05
threshold=112.07913100025002 82.204984254750016 12.294714844000003 13.697488545350001 99.642323688800005 13.075305502400001 13.825323026450002 167.56787829315002 101.23926781830001 25.556820288350004 247.85609524425004 214.84291680595001 22.334016245700003 24.373474566200006 28.566186095050004 23.974509389900003 23.587720440700004 93.932038619750017 22.443872254700004 103.98563613345001 12.949570119650001 195.07922778810004 203.08534335880003 62.116825104000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -8 9 10 11 13 -13 15 -15 16 17 18 19 20 -9 -22 -12 -21
right_child=-2 -3 3 4 -6 6 7 8 -10 -11 22 12 -14 14 -16 -17 -18 -19 -20 23 21 -23 -24 -25
leaf_value=-0.026727246434770032 -0.014787771199113559 0.015252479330661987 0.024550514904261325 -0.014751615064026502 -0.029818554835826013 0.034445304472259283 0.018781627367243259 -0.015969419645488158 -0.022561651444552799 0.031561194181154044 -0.024869710952468559 0.036213438806222152 -0.0081365956802023423 0.0035814473338406875 -0.039965311478535194 0.025407597474535859 -0.018113057687374035 -0.01652007970893013 0.021437281407487699 -0.00016069180273626195 0.0328672269581365 0.002815141697434805 0.0025604193477640077 -0.026005455980950533
leaf_weight=0.0011404067835404609 0.0010218970597443101 0.0019015312285204774 0.0012764355505439076 0.0015360227670070314 0.0010583037335590078 0.001007888144148021 0.0011186902970312376 0.0010553861175139848 0.0012181577273172551 0.0010182850522178341 0.0015102446023018334 0.0011668654996208261 0.0010450859029051546 0.0014110329190657475 0.0010496618309033534 0.0010497976796133299 0.0015101100268752896 0.001684022273781326 0.0016812130327391872 0.0010369850685508775 0.001513999460499349 0.001257701874042394 0.001035785666355888 0.0010276936241934154
leaf_count=234 327 330 81 171 149 97 188 34 148 97 111 64 74 86 103 75 71 100 71 47 64 49 81 48
internal_value=-1.27019e-06 0.000497233 -0.000490369 0.000606858 -0.000568943 0.000672502 0.00168503 0.000210372 -0.000766285 0.000557659 -0.00110084 0.000846125 0.0152593 -0.00138683 -0.0149944 0.00144674 -0.000889455 0.00192026 0.00602088 0.00162182 0.0095236 0.0192306 -0.0137105 -0.0130249
internal_weight=0.0313332 0.0303113 0.0284098 0.0272694 0.0259929 0.0249346 0.0233986 0.0223907 0.021272 0.0200539 0.0190356 0.0164896 0.00221195 0.0142776 0.00246069 0.0118169 0.0107671 0.009257 0.00757298 0.00589177 0.00382709 0.0027717 0.00254603 0.00206468
internal_count=2900 2573 2243 2009 1928 1779 1608 1511 1323 1175 1078 886 138 748 189 559 484 413 313 242 147 113 192 95
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=24
num_cat=0
split_feature=17 17 17 19 19 16 12 18 18 18 7 9 10 0 13 5 8 18 15 18 19 4 9
split_gain=2.23649e-05 0.000134787 6.96741e-05 6.26125e-05 0.00014683 7.82027e-05 4.99103e-05 6.4186e-05 6.5275e-05 5.33417e-05 4.2784e-05 0.000134301 5.9587e-05 0.000141253 7.76033e-05 0.000119807 0.000110832 9.67699e-05 7.73015e-05 5.68848e-05 5.5721e-05 6.21995e-05 8.67016e-05
threshold=182.28951942140003 179.88087463185005 184.59783591905003 13.851117550450002 13.051052998800001 14.099967028150003 92.695913642950003 13.057710350500001 13.197799034350002 13.303774303900001 23.124786352450005 190.58777288605003 62.057679025150001 87.181320254150009 112.82921081865001 18.092020786850004 8.543332867800002 15.078943968800003 33.202295547750005 13.685220395000002 12.851036860900001 280.33545882855009 58.059373288650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -4 -8 -9 -10 11 -11 19 -14 15 17 -16 -15 -17 -12 21 -19 -23
right_child=2 -3 6 -5 -6 -7 7 8 9 10 12 -13 13 14 16 18 -18 20 -20 -21 -22 22 -24
leaf_value=0.0077380495045510957 -0.024099221199370299 0.036409482390377522 -0.020288451406830308 -0.020107001838649417 0.029775247181992294 -0.026896367627474584 0.01915111193787454 -0.020560239051228439 0.020702055279230649 0.0095253039499457043 0.027467045722536439 -0.038989786425308343 -0.03664949296250488 0.031426513615719145 7.6622926266336716e-05 -0.04360730939658209 0.041172579883505672 -0.0091717570405588523 -0.0051839645966217625 -0.0020300450173142983 -0.017793026337298911 -0.0060082415396003194 0.033110350857975097
leaf_weight=0.0013058072825364261 0.0012802947282652402 0.0011420248780802944 0.0011677535460287427 0.0013441395527755626 0.0014926301109774581 0.0013019472752806576 0.0017768570758668013 0.0015258322234116438 0.0012740400471936688 0.0012164317872799557 0.0015431708687138066 0.0010746994491372436 0.0010458125310860338 0.0010584643993449827 0.0016490206700012786 0.0010108771562132857 0.0010900455322371272 0.0018376011143612639 0.0010862211614918703 0.0011343932602530249 0.0015334007700834188 0.0010290907229501545 0.0012606409255162543
leaf_count=318 132 72 79 85 115 214 92 98 56 133 71 58 59 118 77 95 62 203 120 57 194 226 166
internal_value=-4.10969e-07 0.0051748 -0.00138635 -0.00137688 0.00476301 -0.00955353 -0.000139091 0.000923352 -0.00066666 0.000944167 -0.000488533 -0.0132316 0.00142237 -0.00145633 0.00172881 -0.00283899 0.0164313 0.00367354 -0.0237054 0.0149701 -0.00151582 0.00453155 0.015529
internal_weight=0.0311812 0.00658655 0.0245946 0.00544452 0.00410038 0.00260775 0.0233144 0.0221466 0.0203697 0.0188439 0.0175699 0.00229113 0.0152787 0.0126012 0.0115554 0.0088163 0.00273907 0.0067192 0.0020971 0.00267756 0.00566073 0.00412733 0.00228973
internal_count=2900 804 2096 732 647 532 1964 1885 1793 1695 1639 191 1448 1320 1261 1122 139 907 215 128 789 595 392
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=23
num_cat=0
split_feature=0 2 18 18 15 16 16 16 15 15 7 7 9 18 3 18 5 17 17 8 9 7
split_gain=2.19041e-05 3.43919e-05 6.58981e-05 8.36767e-05 0.000132003 9.62306e-05 6.57578e-05 0.000117572 7.14281e-05 0.000116408 7.45247e-05 6.92848e-05 9.65413e-05 6.6352e-05 7.81654e-05 6.82246e-05 5.9825e-05 4.81798e-05 7.41991e-05 8.62872e-05 6.30604e-05 8.46928e-05
threshold=112.07913100025002 325.75432260090003 17.327266398450003 16.433295803950003 17.382777826050003 14.574965917400002 15.919962772200003 17.844958270700005 28.566186095050004 27.008040895250005 24.390191290350007 23.789355599150003 202.89977928865002 13.512826932300003 92.359290613450014 13.668531103750002 19.861308675400004 191.89151741935004 189.73320545960004 8.3434888241000014 201.63419974125003 22.535351262400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -7 -8 9 -9 11 13 -13 14 -10 -15 -12 18 19 -16 21 -21
right_child=-2 -3 -4 -5 5 6 7 8 10 -11 16 12 -14 15 17 -17 -18 -19 -20 20 -22 -23
leaf_value=0.029627701401751111 -0.014471163595806847 -0.016533881752556878 0.024002445627130792 -0.024927207457343916 -0.029372009635006441 0.018457571999784289 -0.029112251884123964 -0.0030623446745442584 0.025347877413949491 0.036295618605970512 -0.0037198122014698576 0.032537849210168529 -0.0050163927480484007 -0.031935969084932077 -0.01809673769143047 -0.00020351645803109541 -0.035306114528725674 0.014180396570992626 -0.025801928568192568 -0.00089404520129481946 -0.011261104170474531 0.036253717278962046
leaf_weight=0.0015554585223152345 0.0010118419376318145 0.0011417643854161217 0.0012101696824446942 0.0012683459900703206 0.0010960320696893301 0.0019644601969234224 0.0013602469098631933 0.0015970860731646828 0.00125824222072879 0.0014193195803702263 0.0013835243538083957 0.0015280276388660594 0.0012400657489556322 0.0013162116410532785 0.0017179015667813575 0.0013963078125125428 0.0010583158567093463 0.0015944520528756818 0.0013809672254364112 0.001204854209203013 0.0010490860768006677 0.0012509516219929174
leaf_count=193 327 183 173 182 161 168 299 138 47 81 114 73 67 68 102 76 108 89 69 53 61 68
internal_value=-5.9042e-08 0.000488157 0.00116182 0.000161776 0.00136844 -0.000402839 0.000935741 -0.000646427 0.00125208 0.0154569 -0.00121341 0.00143426 0.0157141 -0.00181399 0.00214079 -0.0156012 -0.0174096 -0.00142098 -0.00518787 0.000262727 0.00926151 0.0180285
internal_weight=0.0310036 0.0299918 0.02885 0.0276399 0.0263715 0.0248161 0.02372 0.0217556 0.0203953 0.00301641 0.0173789 0.0149371 0.00276809 0.012169 0.00945645 0.00271252 0.00244184 0.00819821 0.00660376 0.00522279 0.00350489 0.00245581
internal_count=2900 2573 2390 2217 2035 1842 1681 1513 1214 219 995 773 140 633 489 144 222 442 353 284 182 121
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=23
num_cat=0
split_feature=7 3 13 13 6 6 0 18 3 17 10 10 16 10 5 8 13 0 15 18 17 17
split_gain=2.37081e-05 4.29625e-05 5.46195e-05 6.26164e-05 8.65217e-05 5.48306e-05 8.65926e-05 0.000100078 4.98267e-05 0.000185998 5.73668e-05 0.000112925 0.000127729 8.23938e-05 5.05962e-05 5.54748e-05 9.31482e-05 0.000147189 0.000163465 0.000113078 8.77916e-05 7.67666e-05
threshold=27.952168727600004 70.523633677900008 95.99139754765001 98.542744313500023 10.715250360100002 12.380289263450001 97.835679825150024 15.312071772700003 85.622014538550019 188.73286619890004 62.837331883000012 64.434276012450013 19.214955067100004 66.697957758300021 21.042547594650003 8.543332867800002 117.69263157665002 86.135510041400025 39.104631750950013 13.713893333650001 192.70224472390001 188.94422143290004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 7 8 9 -7 14 -12 -13 -14 -10 16 17 18 -16 20 -19 -17
right_child=-2 2 3 4 5 6 -8 -9 10 -11 11 12 13 -15 15 21 -18 19 -20 -21 -22 -23
leaf_value=0.020779746515099205 -0.014455839956322583 -0.019107376183148214 0.021658119146738951 -0.027499664719924141 0.022343444304640761 0.012948139128569354 -0.025427819944802806 0.030278919588648014 -0.017881270864277141 -0.043112534405665426 0.037736049937944022 0.028432292710044743 0.004088980472210779 -0.029368301026015977 0.0011072828699095919 0.0029749743021343332 0.027102039949346769 0.0072174317169503626 -0.046965742084767309 -0.013006667124379551 0.045907891031151976 -0.027192141225782864
leaf_weight=0.0010123364980740802 0.0010941338605356598 0.0014479241101566743 0.0013700875164954244 0.0011172554979039335 0.0011426577193183454 0.001238185503660549 0.0012755451659707253 0.0011358927841349361 0.0017583328026596077 0.0011337129038479293 0.0011618420656218662 0.0013585098556522148 0.0019996936821797817 0.0011648121330186112 0.0019591503614923189 0.0019144124093462491 0.0015281735490728157 0.0011943243558683037 0.0011070048018631535 0.0010702424631574559 0.0011523055644389046 0.0015080007462648826
leaf_count=163 363 286 155 158 105 70 131 100 87 144 77 119 87 78 234 91 103 42 123 39 38 107
internal_value=8.93462e-07 0.00053257 -0.000180663 0.000823525 -0.000277754 0.000948472 -8.47907e-05 0.00135934 -0.00018662 -0.0138476 0.0015299 0.00992761 0.00278436 -0.0082262 -0.00208896 0.000339682 0.00489243 -0.0003428 -0.016249 0.0139307 0.0262163 -0.0103174
internal_weight=0.0308445 0.0297504 0.0287381 0.0272901 0.0259201 0.0248028 0.0236601 0.0223846 0.0212487 0.0023719 0.0188768 0.00568486 0.00452302 0.00316451 0.0131919 0.0114336 0.0080112 0.00648303 0.00306616 0.00341687 0.00234663 0.00342241
internal_count=2900 2537 2374 2088 1933 1775 1670 1539 1439 214 1225 361 284 165 864 777 579 476 357 119 80 198
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=23
num_cat=0
split_feature=0 10 0 10 16 0 6 8 12 0 9 17 8 6 6 18 15 18 4 17 17 16
split_gain=1.96881e-05 3.10892e-05 6.94959e-05 4.43737e-05 7.45524e-05 3.42074e-05 9.72442e-05 9.33857e-05 7.56509e-05 4.54373e-05 9.4342e-05 7.17098e-05 6.84461e-05 0.000100159 6.25794e-05 6.88507e-05 0.0001683 0.000133712 0.000149983 0.00011645 0.000171006 6.75058e-05
threshold=112.07913100025002 82.204984254750016 102.21786657775002 78.220689305400015 14.524966034300002 94.776214472700005 14.835346625500001 7.943800736700001 129.90914191640005 87.181320254150009 203.09362050815002 200.83528241485001 8.4434108459500017 15.675366252400002 16.375382608200002 13.3584252364 42.133814420300006 13.24392582145 248.34582299520005 188.54236693505001 186.52991945525002 22.634947069650003
decision_type=2 2 2 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 -6 -7 -9 14 12 -12 13 -11 -8 17 -17 18 19 20 21 -16
right_child=-2 -3 -4 -5 5 7 9 8 -10 10 11 -13 -14 -15 15 16 -18 -19 -20 -21 -22 -23
leaf_value=-0.02668482009266647 -0.013765209145685065 0.012970448895581228 -0.025775693658870259 0.018383526378519904 -0.02281864400069384 0.031245121447207563 -0.024135129549736619 -0.018851833621030215 0.012495989289267054 -0.0075901675540386571 0.044087836183258011 0.00754532943357828 -0.018680129115800703 0.03219655816633981 0.032929591287303266 -0.039625740305315682 0.008549147267568202 0.038558136344605864 -0.026996427120581052 0.036322800076415696 -0.031826748452465359 0.0012548246471414766
leaf_weight=0.0010291589405683884 0.0010049482913070803 0.0018635921343762565 0.0010366752224424394 0.0013350018404753019 0.0018499535714120051 0.0013019041628212777 0.0011876147906771098 0.0013199992802429006 0.0018470694916855202 0.0015436406120243875 0.0010345511984795053 0.0011166166334622141 0.0013997322212285501 0.0010722030220762235 0.0010925476154764182 0.0013120506678178316 0.001621243272766181 0.0010290117160536676 0.0015898257383390492 0.0011412538695481089 0.0011824202326901068 0.0017515056668448992
leaf_count=201 327 330 145 132 247 109 90 102 177 67 58 80 48 50 188 80 88 50 170 49 41 71
internal_value=3.50016e-07 0.000466797 -0.000371576 0.000612672 -0.000320529 0.000791793 -0.000981741 0.0086988 -0.000569437 0.00125334 0.00822054 0.0251195 -0.000832364 0.00871794 -0.0023549 5.80559e-05 -0.0129993 0.00497692 -0.00013669 0.00812657 0.000134705 0.0134227
internal_weight=0.0306625 0.0296576 0.027794 0.0267573 0.0254223 0.0243931 0.0199242 0.00446897 0.00316707 0.0180742 0.00616674 0.00215117 0.00401558 0.00261584 0.0119075 0.0107199 0.00293329 0.00778656 0.00675755 0.00516773 0.00402647 0.00284405
internal_count=2900 2573 2243 2098 1966 1765 1377 388 279 1130 303 138 165 117 827 737 168 569 519 349 300 259
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=24
num_cat=0
split_feature=7 7 16 13 5 12 6 15 16 15 10 12 5 19 7 7 3 7 16 0 5 9 18
split_gain=2.28582e-05 0.000100365 5.54622e-05 0.000134238 8.17251e-05 9.53608e-05 0.000133599 0.000118107 8.14692e-05 7.83168e-05 4.53352e-05 7.02706e-05 9.59595e-05 8.07956e-05 9.0856e-05 6.644e-05 9.88676e-05 0.000111931 6.27361e-05 9.29783e-05 8.18251e-05 7.52854e-05 3.72292e-06
threshold=24.052187734100006 23.789355599150003 9.6249774926000011 98.238948544700023 13.999568943650003 117.55382688470002 13.665319288000001 29.049007317550004 22.604947139800004 35.885292828950007 71.273713496300005 217.21823064915003 23.398433971250004 13.051052998800001 20.940097048150005 22.124753953150002 93.964300117300013 22.580174331950005 22.624947093000003 86.950112854950021 19.731257453750004 194.81758439455004 13.901940775400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 -4 -5 -6 -7 -8 9 -9 11 13 -13 -1 -15 -16 17 -17 19 21 -21 -19 -3
right_child=2 22 3 4 5 6 7 8 -10 -11 -12 12 -14 14 15 16 -18 18 -20 20 -22 -23 -24
leaf_value=-0.025797906890945316 0.015588252384898835 0.027520419042855945 -0.03361644245875943 0.021789445072452493 -0.033932008095113757 -0.032613640037372736 0.027453143753040612 0.00063981833964905834 0.018844825138694593 -0.034881494156890847 0.015347808140453105 -0.040913376052608572 -0.0025162705913018488 0.024542884560014584 -0.021841380588394677 0.030742939833549195 -0.024341087651612466 -0.0018187818494604588 0.018443822432329268 -0.011761553151305195 0.027373959151010343 -0.040147214409225286 0.018940102243332171
leaf_weight=0.0010205696109832517 0.0013452841754089196 0.001002656631586162 0.0015026170760742705 0.0013081367058167537 0.0010067513650910409 0.0010960005631074632 0.0017015789905228118 0.001488866270620365 0.0010569199832035636 0.0010644516792439258 0.0016538463182876736 0.0010158287099093259 0.0018116002718629269 0.0017488003567047031 0.0012397829600021568 0.0015869232143259637 0.0011457934350775426 0.0010366429317414383 0.0014740191352654031 0.0010063327289451252 0.0011388543592829592 0.0010134993376395007 0.0010202227078216497
leaf_count=230 307 34 417 111 107 144 104 129 57 109 202 109 190 135 58 65 72 43 76 46 44 46 65
internal_value=1.68191e-06 0.0021433 -0.00349938 -0.00601063 -0.00125511 -0.00532082 -0.000825627 0.00573327 -0.00450374 -0.0141686 -0.000377409 -0.00208406 -0.0163114 0.00115711 0.0035722 -0.000231375 0.00295733 0.00726786 0.000696881 -0.00553847 0.00901503 -0.0207667 0.023193
internal_weight=0.030486 0.0189154 0.0115706 0.0102253 0.00872271 0.00741457 0.00640782 0.00531182 0.00361024 0.00255332 0.0168925 0.0152386 0.00282743 0.0124112 0.0113906 0.00964185 0.00840207 0.00725627 0.00566935 0.00419533 0.00214519 0.00205014 0.00202288
internal_count=2900 1415 1485 1178 761 650 543 399 295 238 1316 1114 299 815 585 450 392 320 255 179 90 89 99
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=24
num_cat=0
split_feature=17 17 13 0 16 18 10 7 5 5 13 8 0 13 16 3 10 18 18 7 9 8 8
split_gain=2.00441e-05 7.89212e-05 6.0563e-05 8.23125e-05 0.00011676 5.77117e-05 0.000124847 0.00012344 4.39416e-05 7.86962e-05 5.52769e-05 4.69451e-05 0.00021981 0.000151543 8.84414e-05 0.000182856 0.000142586 7.4373e-05 6.27935e-05 4.6045e-05 7.24184e-05 6.97407e-05 2.64034e-05
threshold=201.78545703200004 200.23903127160003 115.02030419500001 96.249489528150022 17.204959767300004 16.433295803950003 78.220689305400015 24.861556163250004 20.766972852450003 21.197160116700001 104.02719889955002 8.543332867800002 86.20003303655001 117.68187774410002 20.784951395750003 93.308316333450009 61.917879202350001 11.904475184000002 13.482409244300003 22.620341628000002 199.21354841250005 8.2435668022500028 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
left_child=1 5 3 -2 -5 6 7 8 10 -10 -1 14 13 -13 17 18 -17 -11 -16 -12 21 -21 -18
right_child=2 -3 -4 4 -6 -7 -8 -9 9 11 19 12 -14 -15 15 16 22 -19 -20 20 -22 -23 -24
leaf_value=-0.013188766724594299 -0.03253506446844056 0.027652850004843577 0.010289976001363402 -0.017519276626816984 0.024807112039963015 -0.01905964948351083 0.025625857881987259 -0.034937368733805506 -0.026904753568974683 0.0076142805315243325 0.028185487140167012 0.034499544356242411 -0.046905025844580353 -0.014396763971445879 0.052459603213736952 0.024361471501484856 -0.0082160221632039104 -0.029009223425283739 0.0179580004938714 0.011251252811225012 0.022960536092662333 -0.022605200197946457 -0.030806235782761211
leaf_weight=0.001071869927985203 0.0013127323966599718 0.0010829760221911502 0.0017627255592768398 0.001804116689347178 0.0010203242999446971 0.0014818262243313915 0.0019288184701979549 0.0010181261890146549 0.0012080706410182449 0.001021315967883462 0.0012856490606054649 0.0011095914728531291 0.0010935925137509628 0.0014783309286310331 0.0010010509008679942 0.0011719853459219998 0.0010555911662375869 0.0012131166268715902 0.0011151706987817533 0.0013195974057831072 0.0016072208572345259 0.001128929415116886 0.0010147767393116716
leaf_count=201 143 88 91 374 96 331 202 144 63 133 50 100 52 72 40 57 76 247 38 81 95 49 77
internal_value=-1.09321e-06 0.00126329 -0.00523178 -0.0118451 -0.00222894 3.80046e-05 0.0013336 -0.00101929 0.000808249 -0.00264829 0.00753596 -4.92e-05 -0.00931621 0.0065679 0.00444397 0.0114131 -0.0035107 -0.0122693 0.0342785 0.0116948 0.00646739 -0.00435876 -0.0192885
internal_weight=0.0303075 0.0244076 0.0058999 0.00413717 0.00282444 0.0233246 0.0218428 0.019914 0.0188959 0.0124826 0.00641327 0.0112745 0.00368151 0.00258792 0.00759301 0.00535857 0.00324235 0.00223443 0.00211622 0.0053414 0.00405575 0.00244853 0.00207037
internal_count=2900 2196 704 613 470 2108 1777 1575 1431 955 476 892 224 172 668 288 210 380 78 275 225 130 153
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=23
num_cat=0
split_feature=17 7 7 9 16 3 14 12 2 7 9 17 2 3 3 5 2 4 2 15 6 7
split_gain=2.01206e-05 6.66455e-05 7.43011e-05 7.03563e-05 6.78945e-05 8.59408e-05 7.374e-05 9.21602e-05 7.39079e-05 7.90222e-05 8.77595e-05 0.000102863 9.17396e-05 7.833e-05 6.36776e-05 0.000148925 5.70828e-05 6.2457e-05 6.68022e-05 0.00014478 0.000131187 0.000109913
threshold=166.83257850275001 20.778835947700006 21.725272673150005 66.290220196950017 22.704946905950003 93.915907870950022 315.57679249195007 259.32276228630002 203.55719022600002 22.580174331950005 215.80505313260002 200.39804233735001 150.25462338360003 93.249170254600017 70.897329358050015 20.361635946650004 168.58119165855001 240.32447338110003 129.78438094715003 31.385732506450001 14.835346625500001 24.620903395300001
decision_type=2 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 8 -8 9 -4 11 13 -13 16 -9 -16 17 18 19 20 21 -11
right_child=1 2 4 -5 -6 -7 7 14 -10 10 -12 12 -14 -15 15 -17 -18 -19 -20 -21 -22 -23
leaf_value=-0.012055667195454551 0.034005281462858826 -0.026546836543697785 0.020343408928266735 -0.0020789066466883224 0.020568289042240968 -0.029384344404182267 -0.036923127197904131 0.018341794478616179 0.024316300829740328 -0.026286879445931728 0.025183503343344633 -0.0038073282397441894 -0.042959828105610692 -0.017905790103571888 -0.035440376656052062 0.0081107719267995773 0.020901085775050555 -0.01894084304863429 0.028499699868354041 -0.027906285256818167 0.035569146050871324 0.01937919671809538
leaf_weight=0.0013237147514866708 0.0011731034820812098 0.0010773110514287259 0.0019235614870319389 0.0010017639965894103 0.0015470045863459339 0.001024464800035335 0.0010353959963417259 0.0010049638425103924 0.0015291893501009927 0.0011054956236807197 0.0011544917663993135 0.0012683789672379474 0.0011330977158179323 0.0018816512614977807 0.0013713346366163797 0.0018369560069605637 0.0017220923435821156 0.0013287178119370663 0.0010076066402118222 0.0013266180310835818 0.001330738717072677 0.0010073145625274782
leaf_count=324 55 125 103 145 89 113 130 167 95 103 124 153 162 105 209 144 144 119 47 77 54 113
internal_value=-7.93194e-07 0.000553445 -0.000821853 0.0173846 0.0002633 -0.00104596 0.000218065 -0.0101928 0.00330195 0.00131706 -0.00124833 -0.00357566 -0.0222808 0.000618453 -0.00362395 -0.0105045 0.00456656 0.000608265 0.00510398 0.000162086 0.0109754 -0.00451488
internal_weight=0.030115 0.0287913 0.0266164 0.00217487 0.0255391 0.0239921 0.0229676 0.00524865 0.017719 0.0161898 0.0142662 0.0131117 0.00240148 0.0107102 0.00421325 0.00320829 0.00882858 0.00710649 0.00577777 0.00477017 0.00344355 0.00211281
internal_count=2900 2576 2376 200 2251 2162 2049 650 1399 1304 1201 1077 315 762 520 353 657 513 394 347 270 216
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=24
num_cat=0
split_feature=8 8 17 17 6 17 18 5 8 14 7 12 6 18 5 5 16 16 13 15 4 10 14
split_gain=1.95968e-05 4.37807e-05 3.4366e-05 4.84592e-05 5.86866e-05 4.66188e-05 0.00011278 9.43009e-05 0.000151874 9.06115e-05 5.26301e-05 0.000105761 5.2735e-05 0.000161276 4.97811e-05 6.77011e-05 7.20309e-05 9.22649e-05 4.49901e-05 7.63579e-05 0.000114562 0.000103893 5.25695e-05
threshold=9.5425530862500008 8.8430989333000021 166.83257850275001 174.35320691475002 14.980350013450002 187.45953903175004 13.086509421050001 21.893521430150003 8.3434888241000014 206.77392965295002 23.031046061850002 167.86002060340005 16.515385879350003 13.482409244300003 22.553892743650003 21.197160116700001 20.674951653000004 19.774953757550005 92.504467352450021 23.900317844600004 258.85278816515006 75.28220456885002 216.12004062900004
decision_type=2 2 2 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 7 -7 8 9 -5 11 -8 13 -12 15 16 17 18 -15 20 -20 22 -21
right_child=-2 -3 3 5 -6 6 10 -9 -10 -11 12 -13 -14 14 -16 -17 -18 -19 19 21 -22 -23 -24
leaf_value=-0.017256992930821866 0.01236569297771516 -0.020197526395095124 0.032895752268519013 -0.035037156736724216 4.6604527997934053e-05 0.031360266242439948 0.0036827279425955986 -0.032156892139905649 0.031123903818987692 0.0023374870382916919 0.03483609363446738 -0.033930598605957998 -0.019142329922534052 0.014137957570628176 -0.015460354396555629 0.027052636338907254 -0.021990349401348367 0.031148430271533242 0.0025167926585253795 -0.020454313791180963 -0.041638270077698276 0.031970247958789423 0.009408877224228342
leaf_weight=0.0010782320393553776 0.001228565973599118 0.0010890592668371104 0.0010101103488424352 0.0011321479385601046 0.0011782709462137271 0.0012176808513802871 0.0017929493239227249 0.0012952959503003013 0.0010624859920680407 0.0015190196499157635 0.0015115294963260915 0.001282131750140034 0.0010605477517438957 0.0016476301208676169 0.0017363121264527088 0.001038781964638494 0.0012720148067621997 0.0010583866283511156 0.0012390533224086869 0.0012527839163210541 0.0011175855025375991 0.0010053523441329038 0.0011133141988254325
leaf_count=312 67 91 103 80 110 60 95 132 67 236 62 123 61 350 101 75 80 57 136 113 162 100 127
internal_value=-2.1799e-06 -0.000531417 0.000243974 0.00095489 0.0152091 -0.000325898 0.0019003 -0.00892413 -0.000820713 -0.0136229 -7.85233e-05 -0.0119999 0.00235676 0.00398624 0.000250186 0.00278892 0.00019213 0.00353765 -0.000424392 -0.00461311 -0.0184228 0.00503984 -0.00640286
internal_weight=0.0299392 0.0287107 0.0276216 0.0265434 0.00218838 0.024355 0.0193461 0.00500895 0.00371365 0.00265117 0.0181284 0.00307508 0.0150533 0.0139927 0.0124812 0.0107449 0.00970612 0.00843411 0.00737572 0.00572809 0.00235664 0.00337145 0.0023661
internal_count=2900 2833 2742 2430 213 2217 1702 515 383 316 1642 218 1424 1363 1301 1200 1125 1045 988 638 298 340 240
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=25
num_cat=0
split_feature=6 8 16 15 19 6 19 6 6 19 0 0 6 9 9 6 6 18 15 18 2 15 9 7
split_gain=2.19145e-05 3.82232e-05 0.000125725 9.17011e-05 5.41618e-05 5.35558e-05 0.000113487 8.59578e-05 3.38302e-05 4.65684e-05 7.78262e-05 5.59288e-05 0.000107886 7.8169e-05 0.000123464 0.000139551 5.9665e-05 5.55481e-05 0.000127548 8.9581e-05 0.000115235 0.000147749 8.0029e-05 6.63952e-05
threshold=3.6650856341500009 2.5480115570500002 12.644970430600003 17.382777826050003 11.950964240300001 13.075305502400001 13.351077205700003 13.825323026450002 14.185331438000002 12.751028791950002 94.157869102700019 87.181320254150009 16.375382608200002 193.60452210450003 203.09362050815002 15.710367070250003 16.135377000500004 13.3584252364 42.133814420300006 13.228319457400001 125.31286365695001 41.211223942950006 198.78883073475004 22.227765484150002
decision_type=2 2 2 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 -4 6 -6 -7 -9 -10 11 12 -11 -13 15 -15 -16 19 -19 20 22 -22 23 -14
right_child=1 2 4 -5 5 7 -8 8 9 10 -12 13 17 14 16 -17 -18 18 -20 -21 21 -23 -24 -25
leaf_value=-0.014442811863327826 0.033569754672078761 -0.035328041851883298 0.022011566842456445 -0.00491236334321642 -0.039629352952968704 0.02852014687414503 0.0077029379844525334 -0.018120113239085314 0.020707193499666536 -0.032987007367621113 -0.02430304145425544 0.029609423816100461 0.040449578611566561 0.010444904091686741 0.0044532235790194358 -0.035896860290051139 0.037613042637653013 -0.03551608150401827 0.0070715592655113671 0.031798751609559528 0.0064204536901341985 -0.040984358939438276 -0.012234070229304839 0.0083853349437189462
leaf_weight=0.0010150657180565915 0.001120941691024775 0.0010036793214568606 0.001145002034521155 0.0013835373344250473 0.0010064842266676649 0.001093014468371351 0.001019842300669066 0.0010078469315599739 0.0010949623234573864 0.0010805306619209925 0.0012809618902057769 0.0014063483808364188 0.0010325295308052942 0.0013471758140368717 0.0011299205401142376 0.0012553069714310305 0.0010439555195631556 0.0012547292463541569 0.0016000247534983917 0.0010521482672481413 0.0014083431106341093 0.001233172198281062 0.0010334961564471001 0.0017241845139324141
leaf_count=338 108 340 100 215 165 104 90 72 124 72 161 65 77 63 87 51 61 80 88 55 147 110 59 68
internal_value=-2.17075e-06 0.000507535 -0.000618486 0.0123113 0.000761208 -0.000248197 -0.0158072 0.00117977 -0.000244224 0.000657586 -0.000505035 0.00122685 -0.00292089 0.0088875 0.00278615 -0.011908 0.0203775 0.000221443 -0.0116467 0.00474859 0.000323523 -0.0157101 0.0114979 0.020395
internal_weight=0.0297732 0.0287581 0.0262537 0.00250448 0.02525 0.024105 0.00202633 0.0220787 0.0209856 0.0199778 0.0188828 0.0176019 0.0114192 0.00618271 0.00477636 0.00260248 0.00217388 0.0103386 0.00285475 0.00748387 0.00643173 0.00264152 0.00379021 0.00275671
internal_count=2900 2562 2239 323 1899 1799 255 1544 1440 1368 1244 1083 756 327 262 114 148 684 168 516 461 257 204 145
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=24
num_cat=0
split_feature=10 10 5 5 0 5 0 3 9 5 18 6 17 17 17 0 9 7 19 18 9 5 4
split_gain=2.02658e-05 5.8752e-05 6.99478e-05 5.53254e-05 5.93414e-05 6.53925e-05 3.75309e-05 6.22403e-05 5.98364e-05 6.82253e-05 4.15854e-05 8.2767e-05 3.89719e-05 0.000136642 0.000100989 5.05498e-05 0.000137928 0.000124064 9.3737e-05 8.62633e-05 0.00017238 7.42351e-05 4.18152e-05
threshold=87.33187390945001 82.204984254750016 12.294714844000003 13.697488545350001 98.615332683000005 16.222050829800004 94.157869102700019 86.302194445500007 205.07255049940002 18.310380701750002 14.322090334300002 15.185354803400001 173.06150329755005 167.56787829315002 182.28951942140003 86.692020874450009 201.78065190905002 22.535351262400003 14.451165964200003 13.086509421050001 193.60452210450003 22.852794041600003 227.97173202615002
decision_type=2 2 2 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 -5 7 -7 9 -8 11 -9 13 -13 -14 16 17 -16 22 -19 -21 -22 -17
right_child=-2 -3 3 4 -6 6 8 10 -10 -11 -12 12 14 -15 15 18 -18 19 -20 20 21 -23 -24
leaf_value=-0.025263798172718357 -0.011720757933764021 0.020681977687047024 0.021539342474119698 0.024940748584431911 -0.021357391388568566 0.024350248449790331 -0.015955071584217276 -0.027451338571108826 -0.030074739005942021 0.018380621132199761 0.016430303077721573 0.014837244330483362 0.030125395402681849 -0.035240936248689174 -0.020767295482106082 0.012722468319113287 -0.035236698560369761 0.035306363647232372 0.029109132222922607 -0.030585044541831908 -0.00012449252748657886 0.035725077236330498 -0.012644048057355412
leaf_weight=0.0010903282336417004 0.0014059114925711281 0.0013827595245602944 0.0012023678208374902 0.0010641151870256485 0.0012841335022649855 0.0011040999792076836 0.0013560351726951145 0.0011464634302491465 0.0010407750641287985 0.0010095229333649987 0.0013972710384553963 0.001019875597409764 0.0012011374394400006 0.0011698528328326898 0.0018630349635079552 0.001087023862748282 0.0012708329149728678 0.0010322878902872647 0.0014450400154544241 0.0010849566090479958 0.0011594194580482058 0.0011510866509904399 0.0016158294545220997
leaf_count=239 450 202 81 60 196 91 103 128 142 93 107 173 98 99 102 52 103 62 58 82 51 60 68
internal_value=-3.37575e-06 0.000581245 -0.000456037 0.000596227 -0.000431465 0.000725866 -0.00043721 0.00131718 -0.0100933 -0.00130201 -0.000124137 -0.00154786 0.000418803 -0.0119168 0.002511 -0.000321626 -0.0051879 0.000882403 0.00854961 0.0099918 0.00229567 0.0177356 -0.00244223
internal_weight=0.0295842 0.0281782 0.0267955 0.0257052 0.0245028 0.0232187 0.0221545 0.0187482 0.00340633 0.00236556 0.0176441 0.0162468 0.0151004 0.00218973 0.0129106 0.0117095 0.00756162 0.00629079 0.00414789 0.00442775 0.00339546 0.00231051 0.00270285
internal_count=2900 2450 2248 2009 1928 1732 1672 1334 338 196 1243 1136 1008 272 736 638 460 357 178 255 193 111 120
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=22
num_cat=0
split_feature=5 5 8 13 13 19 8 6 10 5 5 5 5 10 10 7 0 0 17 19 17
split_gain=2.03197e-05 5.38469e-05 6.85734e-05 5.60563e-05 5.34544e-05 4.77847e-05 0.000189684 0.000138077 8.21428e-05 7.60095e-05 0.000162035 8.70673e-05 8.79831e-05 5.92129e-05 8.13175e-05 3.21416e-05 4.85574e-05 8.88059e-05 5.76529e-05 7.47197e-05 5.67725e-05
threshold=30.133297129900004 24.779543538450003 8.3434888241000014 117.69263157665002 117.61735474900001 14.451165964200003 8.4434108459500017 16.485385178400005 62.837331883000012 22.782602051550004 21.850554661550003 20.950952025950006 19.915533535850003 68.214248143850014 70.085415002650009 22.806258769100005 95.762878606550018 97.152811460000024 189.73320545960004 12.651020723000002 196.91396350930003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 7 -7 9 -8 10 11 12 13 -1 -15 -16 -17 -18 -19 20 -20
right_child=-2 2 -4 -5 -6 6 8 -9 -10 -11 -12 -13 -14 14 15 16 17 18 19 -21 -22
leaf_value=-0.01902387410832352 0.011416575784427304 0.0021261567920425094 -0.034825171018752307 0.018632048165877765 -0.01646019019518875 0.037831870056382472 -0.02837031389056123 -0.030234838040216979 0.011502170880214808 -0.024352037489288686 0.03928262865615513 -0.025040382110054056 0.028949877565517354 0.027423987921253747 0.016568551160572178 -0.019757630829049931 0.027565139940682951 -0.018384578010978925 0.026656312717881415 -0.015097236118424354 -0.00059563497741866548
leaf_weight=0.0014305518175872891 0.0014797643216070853 0.0010027650218811799 0.0010061274042035995 0.001618858434305758 0.0019510211289091228 0.0015453830715993757 0.001035990534999677 0.0015091452703771676 0.0010307474538064909 0.0010818415421345413 0.0011453495097747133 0.0012470670934371713 0.0011566369488477122 0.0011788797765652928 0.0010100701678357792 0.0013462191349754024 0.0010693399299835926 0.0018657663918696795 0.0013713836130692103 0.0016088133625904825 0.001727243397016881
leaf_count=97 121 215 104 82 82 74 62 109 46 95 90 94 105 58 126 195 70 372 134 215 354
internal_value=-3.16192e-06 -0.000607994 -0.0163804 0.00061394 -0.000585855 0.000799233 0.0113311 -0.00122987 -0.00848465 0.00130927 0.00302747 0.000261356 0.00255363 0.000132136 0.00258377 -0.000344934 -0.00224551 0.000839218 -0.0035086 0.00238741 0.0114655
internal_weight=0.029419 0.0279392 0.00200889 0.0259303 0.0243115 0.0223604 0.00361212 0.0187483 0.00206674 0.0172392 0.0161573 0.015012 0.0137649 0.0126083 0.0111777 0.00999884 0.00898877 0.00764255 0.00657321 0.00470744 0.00309863
internal_count=2900 2779 319 2460 2378 2296 182 2114 108 2005 1910 1820 1726 1621 1524 1466 1340 1145 1075 703 488
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=22
num_cat=0
split_feature=8 8 17 7 18 6 5 18 13 19 5 5 13 3 16 16 15 16 9 13 6
split_gain=2.19925e-05 3.86087e-05 3.48069e-05 4.76005e-05 6.27065e-05 4.00736e-05 0.0001511 7.42045e-05 0.000126733 0.000150734 5.77628e-05 0.000102512 5.81763e-05 0.000132645 7.83256e-05 7.51161e-05 6.90261e-05 8.13909e-05 4.82266e-05 0.000123564 0.000112403
threshold=9.5425530862500008 8.8430989333000021 166.83257850275001 20.778835947700006 12.903279561150002 16.405383309150004 22.852794041600003 13.086509421050001 117.64961624655002 14.451165964200003 21.850554661550003 20.717225865800003 109.57886493895002 84.850427055100013 17.984957943350004 19.974953289850003 22.530191796700006 15.919962772200003 205.70977008025002 98.238948544700023 6.0351410101000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 6 10 -7 9 -9 11 12 13 14 16 -14 18 -18 19 20 -6
right_child=-2 -3 3 4 5 7 -8 8 -10 -11 -12 -13 15 -15 -16 -17 17 -19 -20 -21 -22
leaf_value=-0.017578533398730244 0.013175022170252463 -0.0194322746697199 0.016363089797775343 -0.02180282003234511 0.012759535663865838 0.027287109267376427 -0.039265930719863944 -0.028239749229048556 0.027192213233133505 0.013415124919472558 0.021975204933066809 -0.025124558246358925 0.035063838112271518 -0.034762396678938663 0.022798659266190287 0.00017932096336052092 0.0013390940449035083 -0.037467146585178149 -0.01301731039575452 0.034496693990124006 -0.028762248886592873
leaf_weight=0.001062896271770415 0.0012141469689088682 0.0010449429455243178 0.0018454767059257705 0.0012840200338043129 0.0017858918036226593 0.0014775337327408945 0.001005066362553088 0.0018320247393033675 0.0013937326113193649 0.0016521501278928532 0.0011837899746534311 0.0015692802746511405 0.0011081648368185528 0.001066180866424145 0.0015749393288230495 0.0013933942807078381 0.0011584018667986917 0.0010131928239072996 0.0012325660218697673 0.0013402286544996755 0.0010268246715199325
leaf_count=312 67 91 186 64 388 85 96 119 63 88 80 102 42 184 138 94 116 165 194 79 147
internal_value=-1.47891e-06 -0.000571811 0.000157964 0.00088464 -0.000300764 0.000909451 -0.00169502 0.00765394 0.00170699 -0.00848755 0.000748621 -0.00101238 0.0019671 -0.00138501 0.00251186 0.0156328 -0.00171602 -0.0167666 0.00435281 0.00950815 -0.00239862
internal_weight=0.0292648 0.0280507 0.0270058 0.0259429 0.0240974 0.0228134 0.0164579 0.00635544 0.00487791 0.00348417 0.0154529 0.0142691 0.0126998 0.0101982 0.00913205 0.00250156 0.00755711 0.00217159 0.00538551 0.00415295 0.00281272
internal_count=2900 2833 2742 2430 2244 2180 1825 355 270 207 1729 1649 1547 1411 1227 136 1089 281 808 614 535
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=23
num_cat=0
split_feature=6 18 7 3 10 17 14 16 9 10 0 19 16 16 9 13 19 6 0 9 19 4
split_gain=2.22587e-05 3.52826e-05 5.11906e-05 0.000122474 6.7862e-05 8.14713e-05 8.46432e-05 5.20795e-05 4.90265e-05 8.68434e-05 0.000110207 6.46072e-05 8.63019e-05 0.000156676 0.000122923 0.000154279 4.78471e-05 3.72448e-05 3.71295e-05 7.69937e-05 6.94744e-05 3.08402e-05
threshold=3.6650856341500009 17.140917755100002 24.176224535650004 82.511468481600005 78.433077497700012 195.89498576185002 240.24233332015004 19.774953757550005 199.68228938305 64.221887820150016 86.036037090600004 14.551174033150001 20.784951395750003 22.514947350300002 66.290220196950017 111.42314721645 14.351157895250003 12.915301763950003 86.001087134900004 186.67271206880002 14.351157895250003 368.42487879595006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -4 -7 -8 11 10 -10 12 14 -14 17 -16 -9 -5 19 -15 -20 -3
right_child=1 21 4 8 -6 6 7 16 9 -11 -12 -13 13 18 15 -17 -18 -19 20 -21 -22 -23
leaf_value=-0.014608071624279318 0.034044032811752688 0.024597806479457248 -0.022349595943990073 -0.004680329529007831 -0.03041265082763564 0.024917381716521424 -0.020801208676362388 0.020493399478787339 0.020279705799699496 0.03520941928508018 -0.015408742194726871 -0.021939146335191895 0.036477796764058282 0.011251527078702346 -0.0059004163207044685 -0.053948780740014225 -0.0095528301027592161 0.022249834209980071 -0.011307928878073144 -0.023871495148931818 0.023345131710772397 0.00041473916507295836
leaf_weight=0.0010073106643838569 0.0011432584808597204 0.0010948915611210938 0.0016916187992610391 0.0010486752269033024 0.0010984813398001543 0.0013028388274978352 0.001299407015804921 0.0010024809295003934 0.0016692001784474391 0.0010016884265825615 0.0017965664705126422 0.0015631738738552071 0.0014389197455528802 0.0010648962201690181 0.0018232558466517812 0.0010549172435349193 0.0011245208436438947 0.0010064192311751707 0.0010351573433453609 0.0015078764770071738 0.0013116147158100944 0.0010173338925409947
leaf_count=338 115 193 195 150 211 120 167 60 90 82 84 86 58 58 231 200 72 55 56 123 55 101
internal_value=-2.47217e-06 0.000521152 -0.000489165 0.00234315 -0.00744463 -0.00351526 0.00322165 -0.00502782 0.000250928 0.00927529 0.00177971 -0.0028853 -0.000247575 0.00745296 -0.0101728 -0.0235113 0.00460831 0.00850789 -0.00103652 -0.00933373 0.00805972 0.0129503
internal_weight=0.0291045 0.0280972 0.025985 0.0184656 0.00751935 0.00642087 0.00472925 0.00342641 0.0173224 0.00446746 0.00346577 0.0128549 0.0112917 0.00635846 0.00493327 0.00287817 0.002127 0.00205509 0.00491954 0.00257277 0.00234677 0.00211223
internal_count=2900 2562 2268 1443 825 614 419 299 1328 256 174 1072 986 350 636 431 132 205 292 181 111 294
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=24
num_cat=0
split_feature=3 7 3 16 0 3 15 13 12 9 18 9 0 6 15 16 12 9 5 16 15 9 6
split_gain=2.04257e-05 7.33154e-05 4.67661e-05 4.68978e-05 8.57092e-05 6.97028e-05 4.65249e-05 4.38564e-05 5.09687e-05 3.87109e-05 0.000100427 8.33965e-05 7.92694e-05 0.000133601 6.79441e-05 6.48335e-05 9.09355e-05 0.000106361 0.000122026 0.000158473 6.04937e-05 4.53357e-05 4.12663e-05
threshold=103.44111502715002 19.874819532250005 94.92945658615001 22.704946905950003 85.716110573100011 93.770731131900007 45.169600924000008 117.62810858150002 342.22041479870006 201.2906445504 13.954623666350001 198.65201223855004 96.055920542800024 15.710367070250003 39.940798674500009 11.934972090850001 202.12526968910001 186.14781787895004 19.915533535850003 18.744956166100003 23.900317844600004 210.39795333110001 11.495268585100002
decision_type=2 2 2 2 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 14 13 -12 15 -6 17 -17 19 -19 21 -14 -18
right_child=-2 2 -4 -5 5 -7 -8 -9 -10 10 12 -13 20 -15 -16 16 22 18 -20 -21 -22 -23 -24
leaf_value=0.02695512988849252 -0.01158761945527462 -0.024165468844232436 -0.020629491425796523 0.02111430200250565 -0.021112768275957955 0.026469819736990852 -0.021003290996771895 0.020964886603050844 0.021350263420710513 0.029007966634746869 -0.035441304719794918 -0.028777067642129242 0.011488588587864196 0.010872808546586682 -0.025698087492743705 -0.022247456441700807 0.0081964590623515559 0.018394119863035033 0.028747679902644999 -0.033330835241878458 0.025336547570451839 -0.016916701368812823 0.036654188511960985
leaf_weight=0.0010169735819816087 0.0014459068625303868 0.0014314986378260999 0.0010960691930688949 0.001054465193640052 0.0011628485146764379 0.0010307122749171329 0.0010191342319948024 0.0010331716722991038 0.0010428094013114298 0.0013417962999394684 0.0013971022107454644 0.0013095320133997444 0.0012207449717442885 0.0011239092764281366 0.0010748759403818005 0.0018163295131040647 0.0010246505581302523 0.0011933740113876726 0.0015586172924031416 0.0011760294400353644 0.0013227154723423062 0.0010410445025272504 0.001013647423506292
leaf_count=65 248 138 144 49 379 44 77 42 175 62 159 105 131 72 62 234 132 91 62 72 122 171 64
internal_value=-2.73437e-06 0.000606335 -0.000405405 0.000467689 -0.000426971 0.00105675 -0.00014082 0.000878767 -0.000168275 -0.00136333 0.00423701 -0.00504451 -0.00120685 -0.0147937 -0.00194298 0.000911399 0.00420215 -0.00223682 0.00701617 -0.00727904 0.00834889 -0.00158565 0.0223485
internal_weight=0.028948 0.0275021 0.0264851 0.025389 0.0243345 0.022903 0.0218723 0.0208532 0.01982 0.0187772 0.00744731 0.0113299 0.00610552 0.00252101 0.0100204 0.0089455 0.00778265 0.00574435 0.00392802 0.0023694 0.0035845 0.00226179 0.0020383
internal_count=2900 2652 2587 2443 2394 2256 2212 2135 2093 1918 717 1201 655 231 1096 1034 655 459 225 163 424 302 196
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=23
num_cat=0
split_feature=3 19 16 16 9 9 6 10 2 0 5 4 14 10 5 15 3 5 6 9 18 10
split_gain=1.97605e-05 3.99247e-05 5.52531e-05 5.66934e-05 5.49836e-05 6.62613e-05 8.55033e-05 0.00010966 0.000125899 5.44071e-05 6.11978e-05 6.7201e-05 6.22497e-05 8.06888e-05 8.4317e-05 6.82134e-05 5.65334e-05 0.000120044 0.000101016 6.72568e-05 4.37209e-05 4.17586e-05
threshold=68.555682326450011 10.550851274900003 13.534968349350001 14.334966478600002 64.606296034500005 187.70546222865002 15.710367070250003 62.009286778800011 122.26439358135001 98.615332683000005 16.579584939650001 148.04566182605001 168.39662374755002 71.090898343450007 18.613387752550004 35.054707749500004 93.308316333450009 22.852794041600003 16.335381673600001 200.41824001715003 13.258783262950002 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
left_child=-1 -2 -3 -4 -5 6 -6 8 -8 10 -7 -12 -13 14 -14 -16 18 -18 19 -17 -19 -20
right_child=1 2 3 4 5 9 7 -9 -10 -11 11 12 13 -15 15 16 17 20 21 -21 -22 -23
leaf_value=-0.013483251935740832 0.020042178404292198 -0.020990101338723376 0.022821672976997054 -0.019511671878984976 0.037397932007867833 0.020204419478765324 0.040186346877618018 -0.023359711639359005 -0.0056413047766561922 -0.020271524033763599 -0.025272936094268558 0.020856932654935337 0.025962096728973774 -0.028796771150926603 -0.021703917187943747 0.013160184776008119 -0.034260869158578983 -0.0097459993552520378 0.036243278772834633 -0.017023562149041733 0.015539005759445085 0.010265884219959644
leaf_weight=0.0010478015240814416 0.0010081126886845202 0.0012233813291268872 0.0011144681587790623 0.0013960525424391987 0.0010151740900475868 0.0013638911228937003 0.0011329944240671963 0.0010073460590355257 0.0012730266247955213 0.001453056264509033 0.0011388603977220387 0.0012973777161389153 0.0011495634517757506 0.0010426948981313256 0.0015839018389388086 0.0012322922699821153 0.0012368216589269121 0.0013278137207382854 0.0011421521012433544 0.0018412762536993627 0.0014100732328536276 0.0013504824689647421
leaf_count=348 145 324 116 217 98 81 95 78 174 187 46 80 70 145 118 58 73 110 49 127 100 61
internal_value=-2.66748e-06 0.000506509 -0.000230197 0.000765411 -0.00024222 0.000927457 0.0119189 0.00434119 0.0159389 -0.00169373 -0.000116691 -0.00187605 -5.28037e-05 -0.00208988 0.000178847 -0.00248542 0.000705072 -0.00840422 0.00720982 -0.00492193 0.00327635 0.022169
internal_weight=0.0287886 0.0277408 0.0267327 0.0255093 0.0243949 0.0229988 0.00442854 0.00341337 0.00240602 0.0185703 0.0171172 0.0157533 0.0146144 0.0133171 0.0122744 0.0111248 0.00954091 0.00397471 0.0055662 0.00307357 0.00273789 0.00249263
internal_count=2900 2552 2407 2083 1967 1750 445 347 269 1305 1118 1037 991 911 766 696 578 283 295 185 210 110
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=23
num_cat=0
split_feature=5 13 18 18 3 18 7 18 15 6 10 13 10 18 5 16 17 16 2 9 9 6
split_gain=1.80719e-05 5.33744e-05 3.43937e-05 5.4974e-05 4.57093e-05 0.000114407 2.25279e-05 5.72866e-05 3.85492e-05 0.000189219 0.000105556 0.000109718 6.36056e-05 4.53802e-05 4.32513e-05 9.01288e-05 9.42339e-05 6.52683e-05 5.98583e-05 8.97041e-05 3.84416e-05 3.11571e-05
threshold=30.133297129900004 117.99105042915001 12.752103815600002 12.933745112000002 93.915907870950022 13.075178189100003 22.580174331950005 13.24392582145 41.211223942950006 16.355382140900002 62.197478847950002 115.63864956495001 66.318885161900013 14.194363735100003 15.299679811400003 18.634956423400002 192.2469332606 19.214955067100004 175.40496222385005 74.362486003100017 202.80137809380003 11.865277230300002
decision_type=2 2 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 -5 21 -8 10 -10 -9 12 -12 -14 18 16 -16 -17 20 -20 -15 -7
right_child=-2 -3 3 4 -6 6 7 8 9 -11 11 -13 13 14 15 17 -18 -19 19 -21 -22 -23
leaf_value=0.017851414801293007 0.01085434747988381 -0.021582605842260238 -0.021818780433516777 0.032183552529714637 -0.018785756900075876 -0.0023637020828680918 -0.02309993993800712 -0.024799241039065889 -0.022083492010390494 0.030617137680529351 -0.024376605757061451 0.030934910134593305 0.017875105488370104 0.0053768971516013238 -0.0052238462285684349 0.021597058482956316 -0.04484355232818945 -0.012469115722436409 0.011614158002301903 -0.022660851680463598 0.031550418895404608 0.022394188617008266
leaf_weight=0.0010767527444387323 0.0014556883789826154 0.0011586766587814009 0.0011436462917015352 0.0011615849047589858 0.0011542031654774567 0.0010196096237412222 0.0011141527859585996 0.0017582505940201771 0.0010911390691768384 0.001813818634599923 0.0011053698648947905 0.0011398024485345113 0.0013621219758127466 0.001277962185290746 0.0014396024902010949 0.001219099900855336 0.0010297236465981732 0.0010440862461145173 0.0016208979018050504 0.0014436872676585333 0.0010004359356672633 0.0010136515907412935
leaf_count=159 121 104 82 64 152 125 66 97 83 80 54 53 88 299 123 96 180 75 329 223 146 101
internal_value=-9.58613e-07 -0.000582163 0.000352647 -0.000402451 0.000626256 0.00161524 -3.67873e-05 -0.00108327 0.000253806 0.0108221 -0.00173443 0.00122942 -0.00146997 0.000743801 -0.00157221 -0.00853386 -0.0217455 0.00588115 0.00459403 -0.00453237 0.0168696 0.00997897
internal_weight=0.028644 0.0271883 0.0260296 0.0249528 0.0238092 0.022655 0.0214934 0.0194602 0.018346 0.00290496 0.015441 0.0136828 0.012543 0.0114376 0.0100755 0.00473251 0.00246933 0.00226319 0.00534298 0.00306459 0.0022784 0.00203326
internal_count=2900 2779 2675 2516 2434 2282 2218 1992 1926 163 1763 1666 1613 1559 1471 474 303 171 997 552 445 226
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=21
num_cat=0
split_feature=8 6 15 6 15 6 17 15 13 0 13 3 16 9 19 17 9 15 17 7
split_gain=1.87282e-05 3.6249e-05 4.19584e-05 7.3253e-05 5.22486e-05 0.000119032 7.66104e-05 5.26825e-05 8.66455e-05 8.16034e-05 5.44278e-05 4.68004e-05 6.97856e-05 5.84584e-05 0.000145262 8.98322e-05 7.62745e-05 5.94127e-05 4.32709e-05 0.000100231
threshold=9.5425530862500008 16.705390318750002 45.169600924000008 16.565387047600002 42.670190152050004 16.455384477450004 189.57010944335005 40.128253618400009 112.82921081865001 92.031298721500022 109.57886493895002 84.850427055100013 17.844958270700005 192.33792147965002 12.651020723000002 189.90635174060003 60.983947735000008 17.047047148850002 200.23903127160003 22.747724408400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 8 9 -1 11 12 13 16 15 -15 17 -11 19 -10
right_child=-2 -3 -4 -5 -6 6 -8 -9 18 10 -12 -13 -14 14 -16 -17 -18 -19 -20 -21
leaf_value=-0.024763752550085626 0.012308779469762721 -0.016236006723833747 -0.015803469042883645 0.022345888513130036 0.018650577094891079 -0.0066081770740434578 -0.040081200370615834 -0.016865949898232143 0.0013064295062266782 0.0087047346284905291 0.020837647892750947 -0.01968337518654116 0.020303623415216826 -0.021630375490527508 -0.043243853375782966 0.016229774615899906 0.026766981564939125 -0.020246992540955015 -0.0014882961128910054 0.038609498808429066
leaf_weight=0.0012817826511681051 0.0011845542144657819 0.0013952912437811575 0.0015211399024763128 0.0015508815269070766 0.0013935877870432057 0.0016486206575474513 0.0011682867005397748 0.0014319014855582448 0.0012806549454077989 0.0017695413201440106 0.0013324182579168573 0.0011467964316954496 0.0016635391892958771 0.0010459235977027014 0.0010333451928371436 0.0015636246289318367 0.0012276871978878223 0.001182458174800366 0.0010365818129685067 0.0016461828182876559
leaf_count=196 67 254 172 84 88 76 77 72 58 366 56 183 159 162 167 194 139 195 59 76
internal_value=-1.09109e-06 -0.000534824 0.00031022 0.00131462 -0.000112638 -0.00133114 -0.0204908 0.00156393 0.00309728 -0.000783783 0.00178506 -0.000602429 0.00170431 -0.002251 -0.0115107 0.00105518 0.00581949 -0.00289222 0.0160691 0.0222873
internal_weight=0.0285048 0.0273202 0.025925 0.0244038 0.0228529 0.0214593 0.00281691 0.0186424 0.0172105 0.0132471 0.0119653 0.0106329 0.00948612 0.00782258 0.00364289 0.00260955 0.00417969 0.002952 0.00396342 0.00292684
internal_count=2900 2833 2579 2407 2323 2235 153 2082 2010 1817 1621 1565 1382 1223 523 356 700 561 193 134
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=22
num_cat=0
split_feature=3 7 7 12 16 17 7 18 15 6 13 13 13 4 13 17 17 17 17 7 16
split_gain=1.9868e-05 2.83183e-05 0.000110172 8.1076e-05 7.50315e-05 4.77093e-05 3.72798e-05 7.11044e-05 8.15777e-05 6.51313e-05 6.05209e-05 9.30431e-05 9.49877e-05 6.28838e-05 5.32067e-05 9.70467e-05 0.000215563 6.68681e-05 5.90823e-05 7.00665e-05 5.97685e-05
threshold=68.555682326450011 25.396105459650006 25.067667658500003 229.23536747820003 14.374966385100002 204.75389752000004 24.373474566200006 14.339258036900002 21.724651858600001 14.815346158200002 108.74544291850002 113.85351336640001 116.59305220125002 208.63771838305004 117.55283175385001 195.10209338440004 190.58288855405002 196.65693750130004 191.06791329340004 22.557405306150006 22.744946812400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -3 6 7 8 -2 -8 -10 -12 13 -13 15 16 -14 18 19 20 -16
right_child=1 3 -4 -5 -6 -7 9 -9 10 -11 11 12 14 -15 17 -17 -18 -19 -20 -21 -22
leaf_value=-0.013533520129422313 -0.027546890367048167 0.035599934966717123 -0.032832350589915578 -0.010916550621989221 0.0039817811676763687 0.020561780741629357 -0.031625084503205461 0.019087952056400639 0.021098331055244876 0.0032260816614808605 -0.023141300332683072 0.0045986548284644713 -0.032458699352207694 0.038148423808135525 -0.019846253311932408 -0.037919670868257531 0.031003610034395886 0.026213371496873163 -0.018521037218917465 0.02119698791339817 0.0097573612137607443
leaf_weight=0.0010450764510160941 0.0010965476088119581 0.0012745969895194761 0.0010341018200889672 0.0015688464364499435 0.0018254105226619688 0.0011322657464297092 0.0010014721835196151 0.0019310879789835788 0.0013269387354822504 0.0011543036075396529 0.0017045853538964076 0.0011862639775587363 0.0010733571838295699 0.0010560063722609197 0.0013845954839404881 0.0010507337235494078 0.0010675857392797715 0.0010208550140607953 0.0015147016639598769 0.0015800922817149083 0.0013440004095386371
leaf_count=348 223 206 125 248 185 101 157 207 125 64 126 84 109 65 115 65 58 46 92 101 50
internal_value=-1.77021e-06 0.000515704 -0.000945486 0.00760734 0.0169819 0.000579308 -0.000524743 0.000937656 -0.00119871 -0.0129641 0.000688458 -0.0012484 0.001791 0.0203991 -0.0023665 -0.013029 -0.000813084 0.00260573 -0.00153275 0.00443942 -0.00526466
internal_weight=0.0283734 0.0273283 0.0226595 0.00466885 0.00310001 0.0216254 0.0204931 0.0183374 0.0164063 0.00215578 0.0153097 0.0139828 0.0122782 0.00224227 0.0100359 0.00319168 0.00214094 0.00684424 0.00582339 0.00430869 0.0027286
internal_count=2900 2552 1913 639 391 1788 1687 1466 1259 221 1036 911 785 149 636 232 167 404 358 266 165
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=22
num_cat=0
split_feature=3 7 3 16 0 3 15 5 0 6 13 10 13 7 15 15 10 10 15 13 6
split_gain=1.92938e-05 6.23788e-05 4.02346e-05 4.09702e-05 6.07718e-05 5.55318e-05 3.13168e-05 4.47233e-05 8.1367e-05 7.87005e-05 4.96634e-05 5.71405e-05 9.46095e-05 8.13772e-05 4.41975e-05 8.82243e-05 6.16553e-05 7.23902e-05 4.8556e-05 4.57602e-05 0.000116296
threshold=103.44111502715002 19.975862989550006 94.92945658615001 22.704946905950003 85.716110573100011 93.770731131900007 43.938093326450009 21.964328598750004 86.780739992750014 16.455384477450004 116.20860268865 68.579878449600017 112.82921081865001 22.806258769100005 23.900317844600004 21.274833872300004 75.465019721650009 71.225321249950014 30.046989284200006 98.238948544700023 4.3151008216500015
decision_type=2 2 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 9 -9 10 11 12 -6 -13 15 19 17 18 -16 20 -15
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 -12 13 -14 14 16 -17 -18 -19 -20 -21 -22
leaf_value=0.025030214060638246 -0.011373265524473347 -0.020733883449744944 -0.019346530320510567 0.019940731581431309 -0.037854681319702696 0.023808133933449417 -0.014966886702522844 -0.0024620353586280179 0.029546898168224658 -0.022467058006979335 0.017366325043977084 0.0264618605169952 0.0017490312024730265 0.012921826725623349 0.024723277125942734 -0.029516405969891663 0.028140701924021932 -0.020491517032082067 -0.0048651634502227536 0.014330914900425852 -0.028983949050481572
leaf_weight=0.0010058859216129047 0.0014171487252019914 0.0013817704080094214 0.0010690942714366358 0.0010352347902304873 0.0010351635861133241 0.0010083726972698317 0.0013468123022859551 0.0018116261366593481 0.001414012751002636 0.0015883431188097241 0.001639468173834758 0.0012124514623941931 0.0014455308056859906 0.0013482500790305075 0.0011531636989445815 0.0013198540597902444 0.001010898888454681 0.0011414817443730074 0.001068555080354131 0.0014714806562912131 0.0013015372495689403
leaf_count=70 248 137 141 49 109 44 102 80 101 89 80 137 72 358 63 185 135 173 91 112 324
internal_value=-1.8188e-06 0.000599287 -0.000353108 0.000467858 -0.000382777 0.000877274 -0.000207866 0.000787916 0.0115696 -0.00129009 0.000930445 -0.00106433 -0.0147771 0.00202039 -0.000998808 -0.00701538 0.00648545 -2.36091e-05 0.0104925 0.000190676 -0.00766168
internal_weight=0.0282261 0.026809 0.0258031 0.024734 0.0236988 0.022317 0.0213086 0.0199618 0.00322564 0.0167362 0.0151478 0.0135084 0.00248069 0.0110277 0.00981522 0.00544112 0.0043741 0.0033632 0.00222172 0.00412127 0.00264979
internal_count=2900 2652 2582 2441 2392 2255 2211 2109 181 1928 1839 1759 181 1578 1441 979 462 327 154 794 682
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=21
num_cat=0
split_feature=5 8 16 16 6 6 15 5 5 16 14 0 0 16 6 15 13 15 9 12
split_gain=2.26343e-05 3.69495e-05 8.12384e-05 5.02229e-05 4.43786e-05 8.92503e-05 3.42618e-05 4.60446e-05 5.23552e-05 4.43259e-05 4.61818e-05 5.69557e-05 6.73997e-05 0.000253759 7.75219e-05 8.89366e-05 0.000145134 8.06601e-05 5.88932e-05 6.83865e-05
threshold=7.7286379265000011 2.5480115570500002 13.804967718000002 14.694965636800001 13.075305502400001 13.825323026450002 23.214301336750001 29.040033326300005 24.779543538450003 22.694946929300002 327.34937283730005 85.716110573100011 86.232294534150014 22.614947116400003 16.455384477450004 40.452545866750008 117.07428620665002 35.885292828950007 196.26893085885004 130.74068757200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 8 9 10 11 -8 13 -13 15 16 17 18 -14 -20
right_child=1 2 3 4 5 6 7 -9 -10 -11 -12 12 14 -15 -16 -17 -18 -19 19 -21
leaf_value=-0.011760649614277027 0.014232769660107732 -0.024617193891781922 0.021010246846951689 -0.0156450490973556 0.029447530243660605 -0.017888608049985322 -0.02032556952387865 0.017699183995800255 -0.020151245645843877 0.017838529238327131 -0.01959131459729321 0.051989650710586588 -0.010540310719531442 -0.01173808360012988 -0.019033953578524724 -0.023662652892881872 0.041130884295256326 -0.023850137655043943 -0.0022169319197524735 0.028202052508794397
leaf_weight=0.0015469286858464234 0.0018707373189273601 0.0013058776916714662 0.0011917557304543898 0.0016885484690273905 0.0010621700336616432 0.0010502038728916882 0.0011550144375188703 0.0014634966756116021 0.0012901178895650912 0.0013922378141347771 0.0012044647992846052 0.0011532931803789337 0.0013036678154265688 0.0013636206941095358 0.0018949225564310335 0.0010305962610323511 0.0010957344260305035 0.0010375359591288727 0.0013125250825917756 0.0016915414321103661
leaf_count=517 164 376 107 215 97 136 100 127 187 79 113 53 84 76 91 52 48 53 105 120
internal_value=-2.05769e-06 0.000682846 -0.00034393 0.00101176 -6.23152e-05 0.00122114 -0.000321191 0.000682105 -0.00078933 0.000808297 -0.000856399 0.000874293 0.00293482 0.0174631 -0.000969117 0.00361243 0.00797659 0.00118024 0.00720892 0.0149115
internal_weight=0.028105 0.0265581 0.0246873 0.0233814 0.0221897 0.0205011 0.019439 0.0183888 0.0169253 0.0156352 0.0142429 0.0130385 0.0118834 0.00251691 0.00936652 0.0074716 0.006441 0.00534527 0.00430773 0.00300407
internal_count=2900 2383 2219 1843 1736 1521 1424 1288 1161 974 895 782 682 129 553 462 410 362 309 225
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=20
num_cat=0
split_feature=9 18 7 10 0 5 3 12 3 10 0 16 16 10 5 9 2 9 15
split_gain=1.9693e-05 4.04246e-05 7.6745e-05 5.10827e-05 0.000107615 8.4923e-05 3.68325e-05 9.64866e-05 4.60509e-05 4.4339e-05 8.80931e-05 3.29053e-05 5.35977e-05 5.40092e-05 4.21174e-05 8.63826e-05 9.5269e-05 9.75395e-05 5.99258e-05
threshold=38.136666659400014 17.963977613550004 26.520549809950001 78.220689305400015 97.835679825150024 16.579584939650001 85.436510927550003 139.31809447045003 86.302194445500007 66.697957758300021 89.738043936200015 20.784951395750003 22.494947397000004 62.132955852800002 21.042547594650003 189.78071820640002 206.09225218925002 195.97407267990005 41.657300687350009
decision_type=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 7 -7 -8 10 11 -10 -13 14 -14 -16 17 -17 -19
right_child=1 -3 -4 -5 -6 6 8 -9 9 -11 -12 12 13 -15 15 16 -18 18 -20
leaf_value=-0.011340468821841435 0.02504953459513087 0.019523879805191848 -0.025536035023255112 0.01760236941795577 -0.031355454282410697 -0.033205935342920614 0.021761315517003721 0.0063774289995136195 -0.013605229959095345 -0.016942112667724791 0.026210866426810843 0.017363497266427254 -0.016410024418112106 -0.018198436185509995 0.022447312409586719 -0.034659881374386567 0.016019070018469441 -0.013779141376488516 0.017412978133566581
leaf_weight=0.0014512708671702698 0.0014041260261451983 0.0010852420494937452 0.0011404807468293051 0.0017231521941484867 0.001060691096576207 0.0011386629045058957 0.001027549695855944 0.0013410679589643565 0.0017586143571603598 0.0014214720237976887 0.0013201391654482095 0.0017236340951576343 0.0011440048384202843 0.0016620749005213558 0.0019282620933555386 0.001215070645571515 0.0019195737752476525 0.0014072624392388322 0.0010953041990596248
leaf_count=408 115 215 192 197 167 112 90 164 350 128 88 81 59 92 108 73 131 71 59
internal_value=2.07242e-06 0.000622862 -0.000183715 0.00100661 -0.000260564 0.001273 -0.000387736 -0.0117988 0.00121791 -5.40856e-05 0.00152796 -0.000824093 0.00103426 -0.00167948 0.00147292 0.00417707 -0.00207244 -0.0114139 -0.000127213
internal_weight=0.0279677 0.0265164 0.0254311 0.0242907 0.0225675 0.0215068 0.0201027 0.00247973 0.017623 0.0165954 0.0151739 0.0138538 0.0120952 0.0103716 0.00870948 0.00756547 0.00563721 0.00371764 0.00250257
internal_count=2900 2492 2277 2085 1888 1721 1606 276 1330 1240 1112 1024 674 593 501 442 334 203 130
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=20
num_cat=0
split_feature=6 6 8 16 6 0 7 7 14 4 17 17 17 6 17 17 8 13 17
split_gain=1.90886e-05 8.10393e-05 7.6032e-05 4.70151e-05 7.83715e-05 8.44962e-05 2.7986e-05 8.70269e-05 8.15193e-05 7.18998e-05 3.27084e-05 3.69001e-05 4.02755e-05 7.18113e-05 6.36392e-05 7.90652e-05 4.7468e-05 6.85187e-05 4.55116e-05
threshold=13.075305502400001 13.775321858200002 7.7439566930000003 11.934972090850001 11.125259939900001 103.82556453975 24.176224535650004 23.974509389900003 216.12004062900004 304.31890565600003 198.64683373915003 194.76181357870004 191.06791329340004 16.475384944750001 188.54236693505001 186.67336014325002 8.4434108459500017 117.68187774410002 174.35320691475002
decision_type=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 7 10 -8 -10 11 12 14 -14 15 16 18 -18 -3
right_child=1 6 -4 4 -6 -7 8 -9 9 -11 -12 -13 13 -15 -16 -17 17 -19 -20
leaf_value=-0.013276242682965312 0.025582421087723867 0.0060660316571983456 -0.026464431057784146 -0.020027848065091031 0.03057241705622701 0.01600002769001271 -0.028521957400083738 0.030156551243016357 0.014082748327736065 -0.015426109276481057 -0.013951122094708846 0.014472834638860782 -0.0295630752403532 0.0067109973339108094 0.018145743438130836 -0.02307770747391755 0.033415449925839273 -0.0024962479997758004 -0.018117217763945842
leaf_weight=0.0016698294551799504 0.0013067975323382856 0.0018050580481010956 0.0012909273207448854 0.0013140992256604027 0.0010154279789392762 0.0012899971557402273 0.0012697386376669677 0.0010199698363177754 0.0018947151094087789 0.0014634696205799943 0.0015187708953378022 0.0018893594052577069 0.0011789007842534617 0.0010161931837504509 0.0019799464743818782 0.001434239170004941 0.0010331276387777282 0.0010937887430562121 0.0013679638247896097
leaf_count=503 140 281 226 232 85 182 124 66 148 142 87 103 75 63 115 77 80 49 122
internal_value=8.7718e-07 0.00145692 -0.00470606 0.000604315 0.00700796 -0.00218064 -0.000122182 0.00193442 -0.00693794 0.00122303 -7.61236e-05 0.00157038 -0.000664183 -0.0127704 0.00238539 -0.00224839 0.00338832 0.0149475 -0.00435993
internal_weight=0.0278523 0.021272 0.00658028 0.00528935 0.00361952 0.0026041 0.0199652 0.0153373 0.00462792 0.00335818 0.0143173 0.0127986 0.0109092 0.00219509 0.00871412 0.00673418 0.00529994 0.00212692 0.00317302
internal_count=2900 1672 1228 1002 499 414 1532 1118 414 290 1052 965 862 138 724 609 532 129 403
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=23
num_cat=0
split_feature=9 2 18 3 5 15 10 2 12 12 17 14 9 18 17 2 17 18 18 6 12 2
split_gain=1.81835e-05 4.45177e-05 4.1216e-05 9.87133e-05 4.24201e-05 8.91175e-05 6.51409e-05 4.17439e-05 4.12437e-05 8.55873e-05 9.05042e-05 6.47456e-05 5.87526e-05 8.73953e-05 3.7395e-05 0.000119872 0.000119359 6.04906e-05 6.94889e-05 8.01683e-05 7.09323e-05 0.000136062
threshold=223.24918598180003 317.41815758785003 11.955585097900002 94.92945658615001 22.963361893800002 43.758818131150008 61.928633034850002 217.08409765600001 133.01805689090003 114.86856072930001 182.72552322705002 216.12004062900004 193.32717468205001 14.047116609550001 187.07782946595003 206.83709544035003 190.02287710315002 13.601370067700001 14.424014050250003 15.955372794750003 183.52328734125004 203.55719022600002
decision_type=2 2 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 -4 -7 9 10 -8 -10 -12 -14 15 -13 -16 -18 19 -19 -20 -22
right_child=-2 -3 3 -5 5 7 8 -9 11 -11 12 14 13 -15 16 -17 17 18 20 -21 21 -23
leaf_value=0.01591494448149032 0.012573734044465596 -0.018429990442938506 -0.025621562626138961 -0.03038796703796745 0.031805680102693225 -0.016234214674353976 0.02322040780598978 0.012396596368237268 -0.027136419797023054 0.025187722080967735 -0.026356966422681573 -0.037760089388385432 0.021584288593639533 -0.017322336136187607 0.032631290092078817 0.010578452609711922 -0.023701136943630446 0.036098004205244581 0.013205617883471493 -0.0035124217689257806 -0.04094524710798441 0.0025544581871659554
leaf_weight=0.0016062728915588039 0.001104526719808408 0.0013191653095460379 0.0010205096558371261 0.0010651754358501622 0.0012862853111022367 0.0010111064893709926 0.0012106667131937384 0.001025975997830343 0.0010313050151040679 0.0018111268682196972 0.0012074310160461871 0.0010031189946988388 0.001083043650169202 0.0012365201046923013 0.001107465261405538 0.0010500089472453566 0.0011442645560585029 0.0010315936610141296 0.0013501326381503971 0.0010124107040090646 0.0011764941924659045 0.0018493812060599037
leaf_count=153 132 238 42 227 66 102 86 85 84 183 77 225 51 126 83 141 59 54 181 54 190 261
internal_value=1.01425e-06 -0.000520277 0.000412804 -0.000637236 0.000761941 0.0111981 -0.00103274 -0.00181432 0.000338098 0.00669795 -0.00037038 -0.00320466 -0.00846809 0.000843827 -0.000903379 -0.0130388 0.00196982 -0.00251924 0.00125609 0.0164787 -0.00585427 -0.0143587
internal_weight=0.027744 0.0266395 0.0253203 0.023714 0.0226488 0.00332337 0.0193255 0.00203708 0.018305 0.00654879 0.00473766 0.0117562 0.00352699 0.00231956 0.0107249 0.00205313 0.00867174 0.00756428 0.00642001 0.002044 0.00437601 0.00302588
internal_count=2900 2768 2530 2377 2150 253 1897 187 1855 523 340 1332 254 177 1248 366 882 799 740 108 632 451
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=23
num_cat=0
split_feature=17 7 7 3 0 13 6 18 16 16 10 12 5 12 4 3 16 13 15 12 6 4
split_gain=1.97102e-05 4.69653e-05 3.47665e-05 4.72846e-05 3.96488e-05 3.61829e-05 0.000135168 8.14293e-05 4.71745e-05 6.3666e-05 9.9137e-05 6.75164e-05 0.000104552 6.92806e-05 0.000108608 6.13963e-05 0.000141857 4.68832e-05 4.91028e-05 4.37789e-05 4.039e-05 3.09796e-05
threshold=166.83257850275001 20.778835947700006 21.841300704500004 94.260030511650015 85.716110573100011 95.870416931800023 4.3151008216500015 16.873483924050003 14.994964935250001 16.344961778400002 71.225321249950014 94.472960382900013 18.483418961650003 133.01805689090003 221.58417634125001 93.308316333450009 22.604947139800004 117.38883580790001 37.434800281900003 114.86856072930001 16.245379570700006 270.61361078405008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 21 -3 4 -4 6 -6 8 -7 -10 11 -11 -13 19 -15 16 17 18 -16 -14 -18 -2
right_child=1 2 3 -5 5 7 -8 -9 9 10 -12 12 13 14 15 -17 20 -19 -20 -21 -22 -23
leaf_value=-0.012240484388060691 0.027640467734616106 -0.01696798552634237 -0.018976406506636262 0.020582340197540277 0.010630690208519214 -0.018940084335631456 -0.035512382614693742 0.028812144065182968 0.019539006261346373 -0.022521527663375895 -0.027433883435514467 0.030241836537317587 0.0024119867538827579 -0.033975583404366974 -0.011124675177230628 -0.015612763455064111 0.012897709220280757 -0.021942563214984112 0.018708984351570757 0.029435045572399871 0.041212201751173252 0.0028187191049825334
leaf_weight=0.0012556802704453097 0.0010088675042871011 0.0012363787874879384 0.0011336184558448118 0.0010891925025639715 0.0013584338060443858 0.0012058729635422453 0.0011917999063522679 0.0010504561681069632 0.0017558275637007377 0.0010378912872486276 0.0012591545426294702 0.0013536161444746798 0.0012193856906606024 0.0010307299877041496 0.001223514221394717 0.0017451515190278523 0.0010099369732436969 0.0012382385483040992 0.001004719359951182 0.0011793211950159588 0.0010052669355786747 0.0010024270911768681
leaf_count=324 124 136 115 84 336 110 302 94 142 55 285 88 60 60 83 128 55 54 84 58 47 76
internal_value=-1.39882e-07 0.000583386 -0.000630736 0.000243979 -0.000762813 0.000226547 -0.0109333 0.00178014 0.000135769 0.00156784 -0.00063768 0.00194824 0.00406292 0.00073753 -0.00360823 0.000722925 0.00592357 -0.00634191 0.00232744 0.0156978 0.0270221 0.0152693
internal_weight=0.0275955 0.0263398 0.0243285 0.0230921 0.0220029 0.0208693 0.00255023 0.0183191 0.0172686 0.0160628 0.0143069 0.0130478 0.0120099 0.0106563 0.00825756 0.00722683 0.00548168 0.00346647 0.00222823 0.00239871 0.0020152 0.00201129
internal_count=2900 2576 2376 2240 2156 2041 638 1403 1309 1199 1057 772 717 629 511 451 323 221 167 118 102 200
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=20
num_cat=0
split_feature=5 8 16 16 6 6 15 15 15 15 6 9 0 3 19 2 5 2 5
split_gain=1.98284e-05 3.39605e-05 6.89233e-05 4.3976e-05 3.57631e-05 6.49146e-05 3.10599e-05 3.93367e-05 5.35257e-05 5.19822e-05 4.51265e-05 4.85448e-05 0.000129406 0.000144513 6.28819e-05 6.34316e-05 8.71146e-05 5.90589e-05 4.15208e-05
threshold=7.7286379265000011 2.5480115570500002 13.804967718000002 14.694965636800001 13.075305502400001 13.825323026450002 23.214301336750001 28.566186095050004 27.008040895250005 31.000143748900005 15.025351064900002 201.2906445504 86.692020874450009 93.932038619750017 14.551174033150001 185.26507771735001 22.504913082700003 103.98563613345001 21.850554661550003
decision_type=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 -8 -9 -11 14 13 -13 15 16 17 -12 -14
right_child=1 2 3 4 5 6 7 9 -10 10 11 12 18 -15 -16 -17 -18 -19 -20
leaf_value=-0.011090840813155598 0.013769603950794971 -0.023036214929440364 0.01986433215171687 -0.014223859931720265 0.025435989807091969 -0.017224277229226641 -0.0015778237604417507 -0.018008254709137847 0.027499508952898218 -0.017180212083403545 0.010647717270957639 -0.030196207990942088 0.015235602508141672 0.021716996693794982 -0.020461147652697565 -0.016196390899218673 0.02591738630814884 -0.014728286651038645 0.043877461907404922
leaf_weight=0.0015224497049796453 0.0018339678059241206 0.0012683312919735011 0.0011622066879965294 0.0016563548594402113 0.0010364364675723428 0.0010217346547070931 0.0013326846672885124 0.0016436012256748908 0.0012059315212058497 0.0012665982747109223 0.0019321023396514673 0.0011340450745676587 0.001010977086645326 0.0010172183684711913 0.0014817515557192596 0.0014645948683028875 0.0017105554498991378 0.0017459083844926226 0.0010135512601223695
leaf_count=517 164 376 107 215 97 136 165 140 93 162 87 71 55 72 88 139 93 72 51
internal_value=5.77955e-07 0.000651583 -0.000346486 0.000913708 -0.000102464 0.00106601 -0.000264673 0.000700175 0.0122349 -0.0011987 0.000806647 0.00262766 0.0114282 -0.00564921 -0.00178144 0.00225738 0.00727306 -0.00139797 0.0295747
internal_weight=0.027461 0.0259386 0.0241046 0.0228363 0.021674 0.0200177 0.0189813 0.0179595 0.00253862 0.0154209 0.0137773 0.0125107 0.00417579 0.00215126 0.00833491 0.00685316 0.00538857 0.00367801 0.00202453
internal_count=2900 2383 2219 1843 1736 1521 1424 1288 258 1030 890 728 249 143 479 391 252 159 106
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=22
num_cat=0
split_feature=16 8 9 15 16 15 15 18 3 14 7 18 12 5 0 8 0 13 2 7 9
split_gain=1.97114e-05 6.0376e-05 3.60115e-05 4.79666e-05 3.87034e-05 4.40273e-05 6.30253e-05 3.43287e-05 8.70138e-05 4.64162e-05 0.000107645 7.97267e-05 4.79086e-05 4.81873e-05 7.07468e-05 8.61409e-05 6.07086e-05 8.87626e-05 5.38142e-05 3.24629e-05 2.44087e-05
threshold=10.664975060650002 1.7486353823000003 54.761416764300009 18.737875933500003 14.694965636800001 23.707353846250005 25.134223482700005 15.042884401850001 85.622014538550019 274.51613272600008 23.539316666200005 13.849588037450003 197.02116758845003 20.766972852450003 86.232294534150014 8.4434108459500017 85.678472159250006 117.75715457175001 70.507592614000018 23.496712412700003 198.12670160920004
decision_type=2 2 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 20 -7 8 -8 12 -11 -12 13 18 16 -16 17 -15 -10 -20 -6
right_child=1 2 3 4 5 6 7 -9 9 10 11 -13 -14 14 15 -17 -18 -19 19 -21 -22
leaf_value=0.010953932821058721 -0.023052204228219606 0.017184687061548836 -0.021875428995077797 0.018021515807671858 -0.0035938849337613177 0.02470907260089197 -0.027284012028796822 0.013778927563944547 -0.0078305482239571147 -0.029157769296186593 0.023407157649282057 -0.01048709274115762 0.02441889677596859 -0.026715656544277058 0.0022895175219427759 -0.03725775993268314 0.017462235459672723 0.011565504570114429 0.0084620076111523498 0.032056878477268937 -0.025613764944868264
leaf_weight=0.0015502581119168175 0.0011500345474450132 0.001213704759671203 0.0010030814074176468 0.0011904816398317355 0.0010093505801058852 0.001056533771247487 0.0012349649925465682 0.0015579534144834163 0.0010105755898521841 0.0015905494891341335 0.0011673314518381162 0.0017114693637677036 0.0010232264317604481 0.0011394639027539309 0.0010792455622947728 0.001124806329798389 0.0019076286033882228 0.0012930452256173508 0.0012146108916049059 0.0011215437937721617 0.0010042725732988672
leaf_count=443 266 121 236 135 151 110 164 176 50 172 65 118 67 110 42 54 91 89 54 73 113
internal_value=2.08601e-06 -0.000655885 0.000388843 -0.000480828 0.000475649 -0.000507476 0.000965457 -0.00041468 -0.00174531 0.000304903 -0.0082789 0.00325676 0.00381998 0.001689 -0.0033025 -0.0178929 0.00410693 -0.0063666 0.0114493 0.0197895 -0.0145761
internal_weight=0.0273541 0.0258039 0.0246538 0.0234401 0.0224371 0.0212466 0.0192329 0.0181764 0.0166185 0.0153835 0.00446935 0.0028788 0.0109141 0.00989092 0.00654419 0.00220405 0.00434014 0.00243251 0.00334673 0.00233615 0.00201362
internal_count=2900 2457 2191 2070 1834 1699 1435 1325 1149 985 355 183 630 563 386 96 290 199 177 127 264
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=22
num_cat=0
split_feature=3 7 7 7 18 7 18 18 7 18 3 10 7 7 18 17 12 17 19 16 6
split_gain=1.80253e-05 4.51715e-05 7.47465e-05 5.52603e-05 6.07446e-05 8.50041e-05 4.72396e-05 6.53781e-05 7.95695e-05 6.59727e-05 4.62373e-05 6.3028e-05 5.47501e-05 6.24531e-05 5.71684e-05 7.2902e-05 7.7395e-05 8.74543e-05 0.000196699 4.3429e-05 3.40119e-05
threshold=103.44111502715002 20.778835947700006 21.725272673150005 22.296968840150004 13.012604996900002 22.597569836950004 13.197799034350002 13.316069313700003 23.124786352450005 13.713893333650001 91.512426302350022 64.321360770950022 23.824098587650003 24.176224535650004 17.140917755100002 206.02826764000002 217.21823064915003 195.89498576185002 11.950964240300001 22.594947163200004 8.1951914793500027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 19 11 -11 -13 -14 15 16 17 18 -15 -10 -16
right_child=-2 2 3 4 5 6 7 8 9 10 -12 12 13 14 20 -17 -18 -19 -20 -21 -22
leaf_value=0.016735498407926139 -0.01112799339171671 -0.027242575617766718 0.019102197560688386 -0.023790972664927267 0.027079736582382771 -0.019869513585424336 0.023482647175724583 -0.022511541667109169 0.030785740021339009 0.023627599576598581 -0.01888247808363188 -0.023654722111917895 0.022043888633211439 0.024191523663292198 -0.0015754782347322132 -0.030126016281967802 -0.027217596078006029 0.020957030707556033 -0.034737599632394832 0.0043440807958554824 0.023820386169825566
leaf_weight=0.0016250020975268923 0.0013816555779872603 0.0010010264355757919 0.0015194341856817331 0.0010757630257139826 0.0011436709580932526 0.0012386641314950575 0.0011414993690922358 0.0015939322468242053 0.0010893083433737858 0.0010421589120253065 0.0014314975875482838 0.0010645091613884087 0.0011558676244707309 0.0010087181860277833 0.0010288616295341668 0.0011674150368250757 0.0010035003778134819 0.0017106790684608963 0.0012918145361327791 0.0014453354109016381 0.0010818979065011364
leaf_count=158 248 135 95 73 92 91 62 113 48 58 94 118 93 137 360 193 190 168 142 83 149
internal_value=5.82539e-07 0.000595151 -0.000487065 0.000665658 -0.000624372 0.000583118 -0.000971249 0.000310922 -0.00123449 0.000950481 -0.0019297 0.000170427 -0.00215484 0.00026737 -0.00276786 -0.00761935 -0.00237984 0.00383392 -0.00889885 0.0157079 0.0114415
internal_weight=0.0272422 0.0258606 0.0242356 0.0232345 0.0217151 0.0206393 0.0194957 0.018257 0.0171155 0.0155216 0.0129869 0.0115554 0.0105133 0.00944875 0.00829289 0.00618213 0.00501471 0.00401121 0.00230053 0.00253464 0.00211076
internal_count=2900 2652 2494 2359 2264 2191 2099 2008 1946 1833 1702 1608 1550 1432 1339 830 637 447 279 131 509
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=20
num_cat=0
split_feature=17 5 10 7 18 16 0 0 16 18 3 9 8 16 5 16 19 17 17
split_gain=1.77449e-05 3.81022e-05 9.87749e-05 5.36848e-05 3.72664e-05 4.73928e-05 6.96635e-05 9.09738e-05 5.58882e-05 5.11327e-05 0.000117041 9.16955e-05 0.000116499 3.96806e-05 6.54636e-05 5.74542e-05 7.66152e-05 3.61052e-05 5.04392e-05
threshold=166.83257850275001 30.133297129900004 61.614083433650009 21.943165609950004 12.933745112000002 22.624947093000003 85.807518149550006 86.530713386650021 22.594947163200004 13.740383930250003 89.227236891450005 190.77452831370002 8.543332867800002 19.774953757550005 18.725555412050003 17.844958270700005 12.751028791950002 189.73320545960004 196.91396350930003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 8 -7 -8 9 11 13 -6 -13 14 15 16 17 -11 -19
right_child=1 -3 3 4 5 6 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20
leaf_value=-0.011685602135915775 -0.029586298999372696 0.019145873843193204 0.017930589932821726 -0.018299612296100509 -0.013492467307979157 0.029002426843582219 -0.02118664459041409 0.017739830340916852 -0.019239016330986045 -0.0088716167064086891 -0.030851598816531153 0.043360281591438031 -0.0014872205485550163 0.016139720233305514 -0.024489171639674519 0.017111354260801945 -0.027841596268319852 0.02112875172928785 -0.0033802872657982194
leaf_weight=0.0012400711465190345 0.0010957223849193771 0.0010579170386083398 0.0017595462424048114 0.0010841655145830123 0.0010376367002085463 0.0013552580815682988 0.0010664960304967675 0.0013736975593872103 0.0016137940379938294 0.0019987934058775404 0.0013173543971152389 0.0012309880035478362 0.0010939834038039831 0.0014458096048249871 0.0011074366802943858 0.0018158623169541865 0.0010428224580550129 0.0015783395231226405 0.0017942103434966383
leaf_count=324 154 64 179 54 60 91 75 77 105 314 102 59 57 104 157 182 195 153 394
internal_value=-1.17546e-07 0.000560026 -0.000232427 0.00112376 -0.000223089 0.000715848 0.0108233 0.000726864 -0.00153059 0.000317519 -0.00271381 0.011226 0.0222579 0.000723681 -0.00166333 0.00140812 -0.00303749 0.00177812 0.00808984
internal_weight=0.0271099 0.0258698 0.0248119 0.0237162 0.0219566 0.0208725 0.00379545 0.00244019 0.017077 0.0154632 0.0121006 0.00336261 0.00232497 0.0107833 0.00933746 0.00823003 0.00641417 0.00537134 0.00337255
internal_count=2900 2576 2512 2358 2179 2125 243 152 1882 1777 1601 176 116 1499 1395 1238 1056 861 547
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=20
num_cat=0
split_feature=19 16 6 2 2 6 19 15 13 0 17 13 10 10 2 7 18 17 17
split_gain=1.74384e-05 2.71575e-05 4.69335e-05 0.000155801 5.82e-05 4.52067e-05 6.96994e-05 6.04357e-05 6.65273e-05 7.16434e-05 6.90104e-05 4.46557e-05 4.70926e-05 5.66534e-05 7.13664e-05 0.000124757 8.76729e-05 4.69718e-05 3.55409e-05
threshold=14.651182102100002 22.764946765650006 16.505385645700006 114.43237721760001 189.76529655395004 16.445384243750002 14.451165964200003 42.385947950200006 112.82921081865001 92.031298721500022 193.73902333365001 109.57886493895002 70.73871032835001 73.365333921800001 201.25557642380002 26.302865891850004 15.946034773700001 196.58200213860002 191.06791329340004
decision_type=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 8 9 -1 -10 12 -11 -14 16 -16 -15 -18 -7
right_child=-2 -3 3 4 -6 18 -8 -9 10 11 -12 -13 13 14 15 -17 17 -19 -20
leaf_value=-0.023945403209490804 0.012195624834956204 0.013779203696582396 0.011187767854679832 -0.043273171909406327 -0.011831155313715022 0.0018365484761847105 -0.02030385731068695 -0.022704779964357012 0.0021855735122434431 -0.01947927487249157 0.032104521793562567 0.019373363853606787 0.018796592558835028 -0.027024677930615106 0.026803458058575976 -0.011935766629384361 0.01865621635844179 -0.010967416790024689 0.028020372863479415
leaf_weight=0.0011937154606128557 0.0011237901446934364 0.0012618431313339276 0.0018016654508819425 0.0012023017291324942 0.0011535517926034643 0.0010551475073129262 0.0016775630371685382 0.0010041712722119725 0.0017081856147099497 0.0011497383620995187 0.0014050919791586125 0.0012837228717472735 0.0016433342491186109 0.0018135531089026376 0.0018089532118412688 0.0015381810464578927 0.0010015554017339615 0.0011496609993995391 0.0010190677740120543
leaf_count=191 61 66 137 182 129 75 111 86 77 157 82 60 201 281 170 335 198 231 70
internal_value=7.65178e-07 -0.000528958 -0.00126261 -0.0109485 -0.0278775 0.000706388 -0.00087312 0.00107877 0.00260038 -0.000638064 0.0156887 0.00180491 -0.00042696 0.00201911 -0.00175159 0.00900078 -0.0108289 0.00282465 0.0147007
internal_weight=0.0269948 0.025871 0.0246092 0.00415752 0.00235585 0.0204516 0.0183774 0.0166999 0.0156957 0.0125824 0.00311328 0.0113887 0.010105 0.00895524 0.0073119 0.00334713 0.00396477 0.00215122 0.00207422
internal_count=2900 2839 2773 448 311 2325 2180 2069 1983 1824 159 1633 1573 1416 1215 505 710 429 145
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=18
num_cat=0
split_feature=9 18 7 18 15 5 6 16 10 0 6 12 9 17 16 18 9
split_gain=2.00271e-05 3.87318e-05 6.51492e-05 4.74862e-05 4.52789e-05 6.3464e-05 4.73757e-05 3.0667e-05 8.30599e-05 8.682e-05 5.15067e-05 5.8898e-05 5.14637e-05 8.02914e-05 7.63626e-05 9.70364e-05 8.81677e-05
threshold=38.136666659400014 17.963977613550004 26.520549809950001 16.083212871900006 21.595769066000003 16.579584939650001 14.355335410100002 18.744956166100003 66.697957758300021 89.738043936200015 16.385382841850003 187.88381051545005 190.58777288605003 187.45953903175004 22.614947116400003 13.3584252364 199.02473417820002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 -7 -8 9 10 11 -9 13 -12 15 -14 -16
right_child=1 -3 -4 -5 5 6 7 8 -10 -11 12 -13 14 -15 16 -17 -18
leaf_value=-0.011581323598598125 -0.014977103186806638 0.019482122509243211 -0.02390463830295406 0.018299934899198945 0.019758394079364524 -0.018248928580617715 0.013012947006152726 -0.03031900472685017 -0.022089471413871867 0.02936621448378144 -0.00045956842252945981 -0.00056600023126943458 0.031711518735636407 0.030638901751356334 -0.032243632596750567 -0.0054209481968624856 0.0012355193587589601
leaf_weight=0.0014146239550274419 0.0018972471120302743 0.0010464701604064484 0.0011036889330075508 0.0014790669591098057 0.0016850660863262637 0.0013929473191253696 0.0018705341286705682 0.0011005662452863748 0.0016014967106456049 0.0010674624594386737 0.0019115958446938612 0.0016824103220735415 0.00116860824598157 0.0014676032192635895 0.0013644454627223827 0.001769247526681908 0.0018574396037902285
leaf_count=408 346 215 192 163 173 159 285 52 143 66 144 96 58 85 104 104 107
internal_value=-2.34634e-07 0.000643092 -0.000164236 0.000959555 -0.000214964 0.00118966 -0.000524424 0.000939825 -0.000566638 0.0020077 -0.000362404 -0.0123322 0.00312978 0.0130467 -0.00231056 0.00934945 -0.0129427
internal_weight=0.0268805 0.0254659 0.0244194 0.0233157 0.0218367 0.0199394 0.0182544 0.0168614 0.0149909 0.0133894 0.0123219 0.00278298 0.00953894 0.0033792 0.00615974 0.00293786 0.00322189
internal_count=2900 2492 2277 2085 1922 1576 1403 1244 959 816 750 148 602 229 373 162 211
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=20
num_cat=0
split_feature=10 10 5 5 0 18 2 6 13 19 5 5 16 17 19 6 8 13 7
split_gain=1.73368e-05 4.74798e-05 6.78463e-05 5.86256e-05 5.96252e-05 5.67339e-05 7.71744e-05 6.92684e-05 2.47675e-05 3.53352e-05 6.60913e-05 9.94723e-05 3.70197e-05 3.35052e-05 3.89152e-05 7.73324e-05 7.48258e-05 7.40696e-05 5.52751e-05
threshold=87.33187390945001 82.204984254750016 12.294714844000003 13.697488545350001 98.615332683000005 14.732667293750003 192.77055391600001 14.215332138950002 108.84491586935002 13.451085274650001 29.040033326300005 24.779543538450003 22.704946905950003 200.83528241485001 14.451165964200003 16.425383776450001 8.4434108459500017 117.59047016770002 23.031046061850002
decision_type=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 -5 -9 -10 11 12 13 14 15 18 -16 -17 -11
right_child=-2 -3 3 4 -6 6 -8 8 9 10 -12 -13 -14 -15 16 17 -18 -19 -20
leaf_value=-0.025900971592660728 -0.011107332986558385 0.019388595250455165 0.023418941091444951 -0.023781795523915749 -0.022572102969765345 0.0012200590829037784 0.034025449390828147 0.013996519216774674 -0.015835259448155801 -0.0095253520553353274 0.024941140328598361 -0.029925333592467254 0.018398940793967422 -0.01298889700322174 0.029006688820016585 -0.027027511554714403 -0.0036934508367039397 0.0045658990038651695 0.018840629781487123
leaf_weight=0.0010008415189412352 0.0013351669465809434 0.0012752579176382719 0.0010820004865488278 0.0012795937246019287 0.0011518609613559707 0.0019420099774826796 0.0011369260508195525 0.0012338570669664052 0.0014066902152065951 0.0010541885733304258 0.0010482642662836576 0.0011002625808645512 0.0011696907089298056 0.0017504645806503136 0.0013367607895311551 0.0017493443376181642 0.0014684824875143623 0.0012887729459554794 0.0019720603963550021
leaf_count=239 450 202 81 171 196 181 131 154 217 54 72 159 69 105 60 98 81 70 110
internal_value=4.81107e-08 0.000582829 -0.000409316 0.000691752 -0.000421498 0.000797109 0.0133338 -0.00136431 0.000365925 -0.000730082 0.000794373 -0.00116933 0.00151428 -0.000345388 0.00214988 -0.00235518 0.0118889 -0.0136255 0.00895939
internal_weight=0.0267825 0.0254473 0.0241721 0.0231712 0.0220892 0.0209374 0.00307894 0.0178584 0.0165788 0.015345 0.0139383 0.01289 0.0117898 0.0106201 0.00886961 0.00606437 0.00280524 0.00303812 0.00302625
internal_count=2900 2450 2248 2009 1928 1732 312 1420 1249 1095 878 806 647 578 473 332 141 168 164
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=21
num_cat=0
split_feature=5 5 5 5 10 14 12 15 15 7 18 6 16 18 0 10 4 10 17 9
split_gain=1.49975e-05 4.95631e-05 6.8441e-05 3.33319e-05 6.71534e-05 4.4652e-05 0.000109136 3.64113e-05 4.63889e-05 6.16511e-05 5.4941e-05 7.08069e-05 9.33339e-05 7.17047e-05 7.71085e-05 0.000112163 7.16033e-05 7.53232e-05 6.54228e-05 6.50796e-05
threshold=30.690160697650004 25.763052016400003 23.953129400350004 23.151456684850004 61.928633034850002 414.62864134155001 286.25174907180002 16.353133686700001 18.605060652900004 22.124753953150002 13.064341268650002 16.455384477450004 22.574947209950004 14.255915995100002 94.964406541850011 72.496961945650014 284.52062788975007 77.898074329750017 193.73902333365001 195.07922778810004
decision_type=2 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 -6 -9 -10 -11 13 -13 18 -15 -16 17 -17 19 -12
right_child=-2 -3 -4 -5 5 -7 -8 8 9 10 11 12 -14 14 15 16 -18 -19 -20 -21
leaf_value=-0.024160771209513935 -0.011960659678811082 0.016713588339758494 -0.021546031510658436 0.013830320853790122 -0.015274708154887517 0.018724575888154637 -0.032423556876828477 0.022891308826080124 -0.022060675396652657 0.023165015514671174 0.01669033287038053 0.0053353730772225608 -0.037652800372001714 -0.020178868713816772 0.032450095982965409 -0.032021245544417112 0.017028380647377706 0.0047199071541214393 0.027417488213209891 -0.016072159155418767
leaf_weight=0.0011312048111361819 0.0010086652379527215 0.0017504138914698859 0.0014801062546744735 0.0017689162898156278 0.0012054612954829616 0.0013110224636441936 0.001004476973678582 0.0010670235628176391 0.0010495670485229864 0.001239710298762021 0.0014684904497861834 0.0010149622323007224 0.0010053167178305372 0.0017835940612143013 0.0010801911737841063 0.0011878400952877455 0.0010362256177107732 0.0010523041740033564 0.0020026139288481515 0.0010326691840388813
leaf_count=68 99 253 187 121 419 233 170 134 90 57 77 64 56 225 84 136 133 137 103 54
internal_value=3.4766e-07 0.000470299 -0.000718265 0.000655403 -0.000471946 0.000899339 -0.000382544 0.00148582 0.00274697 0.00130955 0.0030737 0.00110694 -0.0160561 0.00436458 -0.00266487 0.00450544 -0.00470768 -0.0147621 0.0139481 0.00316348
internal_weight=0.0266808 0.0256721 0.0239217 0.0224416 0.0206727 0.0195415 0.0182304 0.017226 0.0160205 0.0149535 0.0139039 0.0126642 0.00202028 0.0106439 0.00614016 0.00435656 0.00327637 0.00224014 0.00450377 0.00250116
internal_count=2900 2801 2548 2361 2240 2172 1939 1769 1350 1216 1126 1069 120 949 715 490 406 273 234 131
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=20
num_cat=0
split_feature=19 10 8 18 18 18 15 10 6 3 16 13 3 16 9 6 5 13 14
split_gain=1.52675e-05 2.62587e-05 5.43046e-05 2.42483e-05 5.73453e-05 3.16247e-05 8.525e-05 0.000156298 8.46292e-05 5.30145e-05 8.64577e-05 3.08376e-05 6.05305e-05 5.93129e-05 5.55613e-05 5.44233e-05 6.37971e-05 6.17486e-05 8.64651e-05
threshold=14.651182102100002 57.729261435100007 8.8430989333000021 12.903279561150002 13.086509421050001 13.24392582145 41.211223942950006 62.175971182900007 16.405383309150004 90.525762168450015 20.674951653000004 109.57886493895002 84.850427055100013 17.844958270700005 205.70977008025002 13.665319288000001 14.232256078500003 95.99139754765001 376.01315066015007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 -6 7 -7 -8 10 11 12 13 14 15 16 17 18 -9
right_child=-2 2 -4 4 5 6 8 9 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20
leaf_value=0.011704126366262812 0.011478871716584724 -0.012225044244735472 -0.021568826962023342 0.017955928547895759 -0.015582132757143012 -0.036440130486100279 -0.005981446198427616 -0.023586539430074032 0.029621877437297328 0.021862287825014481 -0.029652179802797163 0.013778045907545956 -0.021919854174267759 0.019677742224321587 -0.017397844463358833 0.023655788187755829 -0.023257202729517566 0.022821862477057916 0.015804044573511943
leaf_weight=0.0016484395812287706 0.0011101318922728245 0.0015652695218908675 0.0012577885471530608 0.0017596848302428502 0.0013638257220737774 0.0012638755200011136 0.0010755836112714598 0.0011873984998150428 0.0017602638159560902 0.0010535272002011606 0.0010034102805427389 0.0016118639209921079 0.0012284597025894886 0.0015296449822922442 0.0017706421669182563 0.0010328410360886942 0.0010595970390534955 0.0012259881607144529 0.0010500605885795794
leaf_count=208 61 136 123 145 104 88 94 370 95 82 68 93 227 157 324 63 136 128 198
internal_value=-6.64388e-07 -0.000501439 -0.00134683 -0.000218492 0.000677432 -0.000904747 0.000216477 -0.00278638 0.0161182 0.000306237 -0.00148196 0.00093469 -0.00111811 0.00176735 -0.00197202 0.00294414 -0.00178538 0.00478365 -0.00510017
internal_weight=0.0265583 0.0254482 0.0237997 0.0225419 0.0209767 0.019217 0.0178532 0.0150173 0.00283585 0.0137534 0.0126999 0.0116965 0.0100846 0.00885617 0.00732653 0.00555589 0.00452304 0.00346345 0.00223746
internal_count=2900 2839 2631 2508 2372 2227 2123 1934 189 1846 1764 1696 1603 1376 1219 895 832 696 568
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=18
num_cat=0
split_feature=16 7 10 19 16 16 15 9 9 3 9 10 2 15 7 19 2
split_gain=1.55357e-05 5.75034e-05 3.69967e-05 6.07633e-05 4.73806e-05 7.18173e-05 8.7605e-05 7.22075e-05 7.17545e-05 4.96214e-05 9.24056e-05 4.11087e-05 9.51617e-05 9.05775e-05 6.62145e-05 5.07599e-05 7.94394e-05
threshold=10.664975060650002 26.626668929150004 78.220689305400015 12.150980378200002 16.344961778400002 18.594956516900002 27.576031546750006 181.61255275325001 186.67271206880002 93.862138708350017 201.2906445504 64.434276012450013 116.16618105335002 33.005488016050009 23.102607264700001 14.351157895250003 229.52120806975003
decision_type=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 -7 -8 -9 11 -11 12 -10 -13 -14 -16 -17
right_child=1 -3 -4 4 5 6 7 8 9 10 -12 13 14 -15 15 16 -18
leaf_value=0.009813688948138645 -0.024580958554616235 -0.019998279920822509 0.013759039415624855 0.015675417132299124 -0.020102231590271882 0.024538118660597043 -0.025675565880221032 0.022966325477293721 0.028550331875919224 -0.034813250654697918 0.0060689669162458234 -0.021709643161186343 -0.023090780862139875 0.0091634787405815623 -0.0095234197593776163 0.00091039442593605761 0.035633500061090999
leaf_weight=0.0015200062356822133 0.0010077075608487694 0.0014398579318604101 0.0019555098113348294 0.0018858241176064388 0.0017731053108822224 0.0014518324547169231 0.0011143126248511657 0.0013200184689062559 0.0014615572001162027 0.0011487717048755926 0.001065845515178486 0.0020012383366991848 0.001024481470670119 0.0018095850186488072 0.0015509699113573916 0.0019139112169290068 0.0010047595943588339
leaf_count=443 163 296 268 192 436 101 86 69 67 108 72 151 78 130 90 89 61
internal_value=-1.32759e-06 -0.000599776 0.000589316 -0.000606635 0.000570353 -0.000957807 0.00105467 -0.00115701 0.000753426 -0.00150535 -0.0151376 0.00129873 0.00587244 -0.00704942 -0.000160371 0.00509548 0.0128639
internal_weight=0.0264493 0.0249293 0.0234894 0.0215339 0.0205262 0.0186404 0.0168673 0.0154155 0.0143011 0.0129811 0.00221462 0.0107665 0.00695568 0.00381082 0.00549412 0.00446964 0.00291867
internal_count=2900 2457 2161 1893 1730 1538 1102 1001 915 846 180 666 385 281 318 240 150
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=19
num_cat=0
split_feature=3 7 5 13 13 13 18 18 6 6 16 10 13 7 8 13 15 5
split_gain=1.58393e-05 5.50465e-05 3.19273e-05 2.35415e-05 4.34315e-05 3.59046e-05 4.9387e-05 6.78922e-05 4.80441e-05 3.26543e-05 4.44939e-05 8.79727e-05 5.3026e-05 3.56664e-05 5.40364e-05 4.75511e-05 0.000149012 6.55998e-05
threshold=103.44111502715002 20.778835947700006 24.779543538450003 117.69263157665002 117.61735474900001 117.55283175385001 13.1493823129 13.340835220050002 16.435384010100005 16.245379570700006 18.984955604900005 65.727424373200009 108.48466247985 24.052187734100006 8.1436447804000007 98.238948544700023 13.612549286700002 14.624842172000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 9 10 12 -12 13 -9 15 16 -15 -17
right_child=-2 2 -4 -5 -6 -7 7 8 -10 -11 11 -13 -14 14 -16 17 -18 -19
leaf_value=0.018611460911366284 -0.010588238588375582 -0.019307861372418012 -0.01663117924220563 0.012860497587508804 -0.015783991219071144 0.014165345004510544 0.023459550835944001 0.012321066175370911 -0.021879235776866849 0.017013531917113179 0.0064134751087828032 -0.025193961199356876 0.024252574088836795 0.014779450366035833 -0.021797264849211566 0.026488376768026123 -0.034617922828904406 -0.0058771813945721514
leaf_weight=0.0015834555535401583 0.0013412528203647174 0.0013126115168591223 0.0011872478347947591 0.001377630042807775 0.0017354027434910947 0.0018036449860310963 0.001228261081362981 0.001840841770140822 0.0010263817377291961 0.0011075843740809182 0.0016542543503703664 0.0018828435207638994 0.0010231397764836553 0.0012850748078287212 0.0012844823203968566 0.0012998250143383405 0.0011636662984253979 0.0012084384312018859
leaf_count=158 248 91 157 77 82 105 66 275 78 68 85 146 98 337 214 119 360 136
internal_value=-1.38767e-06 0.000566489 -0.000653484 0.000199687 -0.000636597 0.000738162 -0.000660308 0.000869046 -0.00100873 0.00054915 -0.000893255 -0.0104116 0.00280422 8.90788e-05 -0.00351858 0.00121788 -0.00869468 0.0108952
internal_weight=0.026346 0.0250048 0.0234213 0.0222341 0.0208565 0.019121 0.0173174 0.0160048 0.0147765 0.0137502 0.0126426 0.0035371 0.00910547 0.00808233 0.00624149 0.004957 0.00244874 0.00250826
internal_count=2900 2652 2494 2337 2260 2178 2073 1982 1916 1838 1770 231 1539 1441 1166 952 697 255
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=21
num_cat=0
split_feature=10 10 5 16 16 2 5 7 14 6 6 12 14 17 4 0 19 17 17 16
split_gain=1.68684e-05 4.52744e-05 4.80253e-05 2.59146e-05 9.4086e-05 7.69927e-05 6.51776e-05 4.52524e-05 3.62651e-05 0.000107276 9.81012e-05 7.3022e-05 5.55213e-05 6.35404e-05 0.000122475 7.89068e-05 0.00013798 6.78726e-05 6.75676e-05 5.35768e-05
threshold=87.33187390945001 82.204984254750016 12.393278704700002 15.919962772200003 17.844958270700005 215.60007756200005 16.069922422900003 25.396105459650006 274.51613272600008 15.710367070250003 16.515385879350003 197.02116758845003 241.93759739650002 196.91396350930003 217.34171987710002 92.313586825200005 14.251149826300002 188.54236693505001 183.95506935190005 22.604947139800004
decision_type=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 -4 8 11 -10 19 12 13 14 15 16 -6 18 -18 -11
right_child=-2 -3 3 4 7 -7 -8 -9 9 10 -12 -13 -14 -15 -16 -17 17 -19 -20 -21
leaf_value=-0.021382747802679916 -0.011068354596148092 0.018993010615214231 0.011956986663614132 -0.029527167265807522 -0.034702947504354383 0.028937294293202017 -0.020121201329592539 0.020386139695495142 -0.035432061879857264 -0.0026642897128154042 -0.026096036885748516 0.026563902272536057 -0.019407276735963253 -0.015404791080261805 0.031591557628350274 0.024383127928764153 0.0094185718342626942 0.01997208343490953 -0.02445358670823879 0.025763643963097788
leaf_weight=0.0010434277192583946 0.001308753108218908 0.0012673381636900119 0.0014964088699240957 0.0010864330810515374 0.0012052190461991942 0.001208518380930731 0.0010982821779934263 0.0011048565505622212 0.0010898727500022846 0.0014479808082585727 0.0010207080654191705 0.0011356478273283057 0.0013080726436835938 0.0016255076078106612 0.0015400249564086199 0.0011028749363193868 0.001230820993082915 0.0015838464794342144 0.0011292142160641561 0.0012228300268516774
leaf_count=244 450 202 130 266 135 121 200 127 93 91 107 75 82 129 77 76 50 79 60 106
internal_value=-1.9823e-06 0.000578554 -0.000406953 0.000559898 -0.000960531 0.00808923 -0.00162109 0.00078821 -0.000512841 -0.00786511 0.000273676 0.00245094 -0.000102196 0.00257924 0.00633093 0.00010858 -0.00509073 0.00395852 -0.00678836 0.0103514
internal_weight=0.0262566 0.0249479 0.0236805 0.0226371 0.0188339 0.00380321 0.00259469 0.0177475 0.0166426 0.00478139 0.00369152 0.0118612 0.0107256 0.00941751 0.007792 0.00625198 0.0051491 0.00394388 0.00236004 0.00267081
internal_count=2900 2450 2248 2004 1553 451 330 1287 1160 397 304 763 688 606 477 400 324 189 110 197
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=19
num_cat=0
split_feature=2 5 8 4 14 16 15 13 19 12 12 5 15 5 7 7 12 9
split_gain=1.6979e-05 3.76002e-05 7.75747e-05 3.61749e-05 5.02891e-05 4.44671e-05 4.09711e-05 7.61549e-05 7.87465e-05 8.421e-05 0.000186283 7.72218e-05 0.000122191 6.66762e-05 5.6326e-05 5.83538e-05 7.08381e-05 6.66345e-05
threshold=325.75432260090003 30.133297129900004 8.8430989333000021 395.41070928875007 351.14539855350006 13.534968349350001 34.279674133750014 113.96105169155001 13.651101412550002 206.66000365515004 172.75554276225003 13.922841871800001 27.008040895250005 21.125470787600005 22.535351262400003 22.806258769100005 234.88438170465002 197.19111486365003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 8 9 10 11 -7 -13 -8 -15 -16 17 -17
right_child=-2 -3 -4 -5 -6 6 13 -9 -10 -11 -12 12 -14 14 15 16 -18 -19
leaf_value=-0.015279626258852212 -0.01151934487586934 0.017408492570831692 -0.022164634471452702 0.01902388727358461 -0.01813448279536433 0.036339280673171694 -0.018383986631173452 0.030116807937633036 -0.017772819324624649 0.030699747481727685 -0.033681753671213885 -0.011851426469587289 0.027289163259575602 -0.015556594259432689 0.027032970118139044 -0.021321481953501101 0.022958052751219871 0.007759418752986723
leaf_weight=0.0014534587315216179 0.0012202683681629438 0.0012579429785651601 0.0015229428638977782 0.0010793176048641264 0.0013892467631667653 0.0010153973930319207 0.0019392182726565618 0.0012835102934958481 0.0013892533056067552 0.0013508980223106981 0.0011122073540841271 0.0018789507717962492 0.0013859083509776271 0.001364855013427319 0.0011626276584677381 0.0014911045222144263 0.0011576551238849766 0.0016707976685799812
leaf_count=529 231 100 142 162 188 132 129 128 114 147 131 234 120 78 69 96 85 85
internal_value=-2.30364e-06 0.000561989 -0.000334176 0.00116853 0.000252804 0.00155239 0.00289643 0.00747932 0.00390662 0.00837297 0.00277976 0.0122541 0.00476346 -0.00201501 0.00262101 0.00714654 0.00179402 -0.00595469
internal_weight=0.0261256 0.0249053 0.0236473 0.0221244 0.0210451 0.0196558 0.0182024 0.00941613 0.00813262 0.00674336 0.00539246 0.00428026 0.00326486 0.00878626 0.00684704 0.00548218 0.00431956 0.0031619
internal_count=2900 2669 2569 2427 2265 2077 1548 1006 878 764 617 486 354 542 413 335 266 181
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=19
num_cat=0
split_feature=6 6 8 16 6 0 19 0 18 18 0 6 9 5 5 18 6 7
split_gain=1.70971e-05 6.67439e-05 6.29276e-05 3.75969e-05 6.18177e-05 9.62134e-05 2.57398e-05 6.58315e-05 4.688e-05 4.1311e-05 4.92437e-05 6.94356e-05 4.06606e-05 5.18114e-05 6.52878e-05 7.14411e-05 4.09556e-05 3.98116e-05
threshold=13.075305502400001 13.775321858200002 7.7439566930000003 11.934972090850001 10.715250360100002 103.82556453975 12.651020723000002 94.047642319350018 14.322090334300002 13.954623666350001 87.29692395375001 16.385382841850003 201.78065190905002 24.779543538450003 22.504913082700003 13.24392582145 16.465384711100004 23.031046061850002
decision_type=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 -3 8 9 10 11 -8 13 14 16 -16 -13 -12
right_child=1 6 -4 4 -6 -7 7 -9 -10 -11 17 12 -14 -15 15 -17 -18 -19
leaf_value=-0.012336633115835178 0.024120990569783354 0.01287228631578026 -0.02515623173327778 -0.023190895617818431 0.026790335877387873 0.017136353354597428 -0.026337177989777832 -0.019473240139072069 0.017400302731937538 -0.016332738162184956 -0.00024069818347826185 0.01382813929485727 -0.012897979321053608 -0.012308689312389792 0.0060604602943720755 0.039732246661370763 -0.010710661031765052 0.024959179892574596
leaf_weight=0.0015891897695747385 0.0012168810680458038 0.0014230191395354736 0.0011993466497433611 0.0011579652672463903 0.0010269574563372963 0.0012096161520551429 0.0010598804390339637 0.0017552675035092001 0.0015600368556935177 0.001538832561054527 0.0011507196265938555 0.0010817272700478497 0.0017435828929349417 0.0014993240506861946 0.0014973509535460196 0.0010879254282807338 0.0018321366559711887 0.0013772676536660811
leaf_count=503 140 190 226 227 92 180 81 234 132 96 50 51 137 257 84 58 94 68
internal_value=-4.85694e-07 0.00143145 -0.0045915 0.000357452 0.00630032 -0.00258738 -5.24214e-05 -0.00112272 0.000964938 -0.000883806 0.00104429 -0.00216513 0.000765476 0.00416956 0.00866231 0.0202301 -0.00160101 0.0134884
internal_weight=0.026007 0.019824 0.00618308 0.00498373 0.00339454 0.00236758 0.0186071 0.0171841 0.0154288 0.0138687 0.0123299 0.00980193 0.00874205 0.00699846 0.00549914 0.00258528 0.00291386 0.00252799
internal_count=2900 1672 1228 1002 499 407 1532 1342 1108 976 880 762 681 544 287 142 145 118
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=21
num_cat=0
split_feature=5 6 7 17 15 6 5 9 9 6 5 7 15 9 5 12 6 4 13 18
split_gain=1.58034e-05 9.12148e-05 4.06792e-05 5.39673e-05 3.95881e-05 7.93378e-05 5.96896e-05 5.84242e-05 0.000129145 8.5267e-05 0.000160589 9.79436e-05 3.59937e-05 7.1962e-05 6.92664e-05 6.91597e-05 6.79803e-05 3.86916e-05 5.54755e-05 3e-05
threshold=20.950952025950006 15.415360177400002 22.708075280250004 184.37225457675004 35.054707749500004 16.665389384150004 25.556820288350004 202.37225149245003 199.68228938305 16.495385412050002 21.893521430150003 22.580174331950005 23.900317844600004 212.89864875025003 5.2595069053500012 204.22716155630005 13.075305502400001 212.51885705880002 109.51703040195001 16.697634278350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 7 8 9 10 -6 -11 14 15 -4 17 19 18 -14 -16
right_child=1 4 12 -5 6 -7 -8 -9 -10 11 -12 -13 13 -15 16 -17 -18 -19 -20 -21
leaf_value=0.028621430840856749 -0.029987455394675185 0.0072368923975551312 0.014836618273773618 -0.00061303012973619095 0.014607992734794704 -0.032378286640533743 0.024319569898950611 -0.01646763849242305 0.036467234581292203 -0.010503352039911776 -0.033995752004160058 0.031043950828143742 -0.017469667441377453 0.027335574837922223 -0.035489020529807527 -0.023588886740076032 0.0027497476683786006 0.020463975120845662 0.011067951806517054 -0.012561339841326947
leaf_weight=0.0012441555152517625 0.0011076828267496232 0.001013447634361181 0.0011709424652100973 0.0012822271811500641 0.001160857887100521 0.0010087298200779676 0.0011422170999681016 0.0017143469761028984 0.001043206021622077 0.0010399845134127861 0.0016404035734447868 0.001248643961855817 0.0011721299967069332 0.0011582580721301861 0.001140590533792004 0.001018081104942406 0.0016237118244692358 0.0012185685593033568 0.0016263350653673569 0.0011421758127093257
leaf_count=110 174 100 305 120 56 243 98 121 41 45 122 78 126 126 261 140 124 115 91 304
internal_value=7.30978e-07 -0.00263401 0.0023151 0.0137839 0.000117479 -0.0125245 0.00296122 -0.000147543 0.00441431 -0.00215514 -0.0138541 0.0121643 -0.000255669 0.00486108 -0.00649701 -0.000308864 -0.0128916 0.00559125 -0.000884958 -0.0240172
internal_weight=0.0259167 0.0121195 0.0137972 0.00252638 0.0110118 0.00202218 0.00898966 0.00784744 0.0061331 0.00508989 0.00280126 0.00228863 0.0112708 0.00619337 0.00507742 0.00503511 0.00390648 0.00401703 0.00279847 0.00228277
internal_count=2900 1078 1822 230 904 343 561 463 342 301 178 123 1592 598 994 472 689 332 217 565
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=20
num_cat=0
split_feature=19 17 8 9 17 17 19 18 16 10 18 16 16 5 6 12 0 8 0
split_gain=1.52076e-05 2.55323e-05 6.92166e-05 7.34029e-05 5.52061e-05 5.32089e-05 4.66592e-05 0.000101698 3.38022e-05 0.00013823 7.37794e-05 0.000101581 4.58324e-05 6.67848e-05 4.48984e-05 0.000101239 8.13459e-05 4.33031e-05 4.25477e-05
threshold=14.651182102100002 182.28951942140003 8.4434108459500017 66.290220196950017 170.40599686135002 184.59783591905003 14.551174033150001 13.042786209850002 22.624947093000003 62.106071271500007 13.740383930250003 20.719951547750004 19.774953757550005 18.613387752550004 13.665319288000001 129.90914191640005 101.83879398140002 1.9484794260000002 86.20003303655001
decision_type=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 -3 7 -7 9 -9 -11 12 13 14 16 -16 -12 -18 -10
right_child=-2 5 -4 -5 -6 6 -8 8 18 10 11 -13 -14 -15 15 -17 17 -19 -20
leaf_value=-0.0030172914113424975 0.011647226861123398 -0.023779178344960641 0.025785763184359961 -0.014822310585333851 0.028900499618003946 0.029916269817853232 -0.017747597084788843 -0.030181101492581342 -0.006062931468166062 0.01940488466904252 -0.02546321948018835 -0.032110696901473577 0.019176601848878462 -0.026003246196256269 -0.011557781396611306 0.030031856181523472 -0.0082699861836635306 0.016509735304695166 0.020894734676677084
leaf_weight=0.0011615411775571334 0.0010743318717976172 0.0010797122365633757 0.0012892604049829226 0.001954536972251144 0.0010158224986958758 0.0011044475780644597 0.0015129308509683045 0.0016892267543992734 0.0010179196094915717 0.00174293929845007 0.001304270687717061 0.0010630948561818352 0.0011559863590884234 0.001019919615104308 0.0010160125298848618 0.0013806633053061734 0.0013446944000875536 0.0014829530423816561 0.0013781568308530723
leaf_count=145 61 132 77 455 120 69 95 134 94 96 269 72 73 162 95 113 297 265 76
internal_value=5.15031e-08 -0.000506256 0.00555727 -0.00075454 0.0118736 -0.00221006 -0.000931404 0.000592027 -0.00148462 -0.00346814 0.00045212 -0.00292983 0.000634078 -0.00220554 0.00151222 0.0124009 -0.00480367 0.00472568 0.00944237
internal_weight=0.0257884 0.0247141 0.00542116 0.0041319 0.00217736 0.0192929 0.0182132 0.0167003 0.0155958 0.0131998 0.0115105 0.00976759 0.0087045 0.00754851 0.00652859 0.00239668 0.00413192 0.00282765 0.00239608
internal_count=2900 2839 797 720 265 2042 1910 1815 1746 1576 1442 1346 1274 1201 1039 208 831 562 170
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=19
num_cat=0
split_feature=5 5 5 10 15 18 6 16 5 6 10 7 7 10 16 16 16 5
split_gain=1.53586e-05 7.4198e-05 6.2331e-05 4.90074e-05 4.68092e-05 3.28367e-05 4.74744e-05 7.83642e-05 5.14617e-05 3.84056e-05 0.000106235 4.90871e-05 4.63646e-05 5.99386e-05 0.000141181 4.81835e-05 8.74317e-05 3.6661e-05
threshold=23.606333875400001 25.556820288350004 23.151456684850004 61.928633034850002 35.054707749500004 13.064341268650002 16.455384477450004 22.574947209950004 21.564786815050002 15.745367888000002 68.579878449600017 24.071745547300001 24.639960683050003 78.962703749400006 9.6249774926000011 15.919962772200003 18.664956353200004 17.501078540900004
decision_type=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 -5 7 8 9 10 -7 17 -13 15 -15 -14 -17 -12
right_child=1 4 -4 5 -6 6 -8 -9 -10 -11 11 12 13 14 -16 16 -18 -19
leaf_value=-0.020904453962309028 -0.020963227604277816 -0.005699557408131376 0.023330164144596117 0.013842516114083684 0.020671957582006281 -0.029909278445313794 -0.015068364562354157 0.021739325446629348 -0.021774178274140188 0.019418286720663019 0.003916641991998036 -0.02141353586640881 0.023704656822823366 0.016965758697194352 -0.02798505671776437 -0.020441969384251135 0.021067004570904335 0.027685331540236276
leaf_weight=0.0010800241587902116 0.0018159706927023244 0.0016579033751877418 0.0011944943234878927 0.001800422954270668 0.0011330724048776509 0.0011323451502564539 0.0019434498882828699 0.0017031949651951104 0.0010983508871444765 0.0010181577199706018 0.0015181896135411646 0.0010344760464401359 0.001502440396436211 0.0011951731473363366 0.0016820961807645389 0.0010263081881143575 0.0010037056702087988 0.0011333573728074531
leaf_count=68 220 275 66 100 99 97 131 100 97 69 202 148 118 292 448 208 70 92
internal_value=9.26711e-08 -0.00523017 0.00114389 -0.000189731 0.00500668 0.00100082 -0.000359911 0.00153971 -0.0010384 0.000821366 -0.000864994 0.00239263 -0.00176892 0.00140156 -0.00931318 0.010129 8.14336e-05 0.0140762
internal_weight=0.0256731 0.00460695 0.0210662 0.0198717 0.00279098 0.0187917 0.0169912 0.0150478 0.0133446 0.0122462 0.0112281 0.0100957 0.0074442 0.00640972 0.00287727 0.00353245 0.00203001 0.00265155
internal_count=2900 594 2306 2240 374 2172 2072 1941 1841 1744 1675 1578 1284 1136 740 396 278 294
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=19
num_cat=0
split_feature=10 18 18 15 13 16 16 15 17 18 17 17 17 9 15 5 5 19
split_gain=1.55158e-05 4.42074e-05 7.59645e-05 5.61365e-05 5.23524e-05 5.82765e-05 5.72035e-05 7.42271e-05 6.37518e-05 8.68564e-05 5.16804e-05 5.53039e-05 8.34168e-05 5.12899e-05 5.17101e-05 7.87957e-05 8.35664e-05 3.45962e-05
threshold=87.33187390945001 17.140917755100002 16.255760498500003 17.382777826050003 101.13441795120001 15.919962772200003 18.634956423400002 27.576031546750006 177.48499193625003 12.868666868750003 187.45953903175004 189.46592532740002 191.89151741935004 193.32717468205001 44.920183738100008 21.964328598750004 20.717225865800003 14.051133688400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 -7 -8 -9 -10 -11 -12 -13 -14 15 16 17 -15
right_child=-2 -3 -4 4 5 6 7 8 9 10 11 12 13 14 -16 -17 -18 -19
leaf_value=0.021736021215444452 -0.010668881712883728 0.018647545939806633 -0.025372946514495301 -0.021030441500662786 0.019558827455519723 -0.01802427265988309 0.023230381838117709 -0.023578159691349691 0.026631674371314668 -0.02234622798721041 0.017111754347581696 -0.023202295427410435 -0.017220675835427798 0.023144119373496995 -0.015003070063837644 0.025523337591095614 -0.019592077037700467 -0.00025662928489971387
leaf_weight=0.0012192270983815865 0.0012941947132581967 0.0012811466103010418 0.0011602055493001159 0.0011551656249652311 0.0015383970799127461 0.0017267858586067697 0.0013884644567434155 0.0011485683830946896 0.001201274943954612 0.00108791826020196 0.0016982512727249073 0.0016143380946501895 0.0012161362597300236 0.0012513916495040522 0.0010809606840343419 0.0018970002896729898 0.0013359427833776749 0.0012759842282111244
leaf_count=209 450 136 195 222 164 431 97 69 63 87 99 102 105 89 85 113 90 94
internal_value=-2.31212e-07 0.000568505 -0.000438708 0.000886127 -0.000346898 0.000880809 -0.000722393 0.00112227 -0.000950714 0.000951972 -0.00152423 0.000468081 -0.00245436 0.00170258 0.00506646 0.00883263 0.000637019 0.0113299
internal_weight=0.0255714 0.0242772 0.022996 0.0218358 0.0206166 0.0194614 0.017923 0.0161962 0.0148078 0.0136592 0.0124579 0.01137 0.00967175 0.00805742 0.00684128 0.00576032 0.00386332 0.00252738
internal_count=2900 2450 2314 2119 1910 1688 1524 1093 996 927 864 777 678 576 471 386 273 183
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=20
num_cat=0
split_feature=9 9 16 19 18 18 0 9 5 4 14 2 16 3 2 10 9 9 17
split_gain=1.52999e-05 5.24471e-05 6.11946e-05 5.67432e-05 9.36142e-05 9.02997e-05 3.77522e-05 8.45777e-05 7.36617e-05 5.92782e-05 5.62552e-05 5.27489e-05 3.95728e-05 0.000114523 6.92888e-05 7.73979e-05 9.7783e-05 7.26901e-05 6.41381e-05
threshold=187.70546222865002 181.61255275325001 19.304954856600002 13.051052998800001 14.255915995100002 16.433295803950003 98.615332683000005 210.21807925850001 16.579584939650001 148.04566182605001 168.39662374755002 91.18717909130001 22.694946929300002 93.620177476600006 122.26439358135001 62.030794443850006 196.26893085885004 202.37225149245003 205.32027903760002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 8 -8 -2 -10 -11 -12 13 14 -13 -16 -17 -18 -19
right_child=6 -3 -4 -5 5 -7 7 -9 9 10 11 12 -14 -15 15 16 17 18 -20
leaf_value=-0.027107577373333178 0.023123258671042757 0.017645275735949019 -0.019709638684096739 0.024255702553633633 0.024775879549985606 -0.011299159972863486 -0.035175769572817754 0.0048779038952849272 -0.025424618216541309 0.020752789106846598 -0.0230306381029492 0.020364208183632982 0.016172055338687149 -0.032042793247953893 0.016498280457107564 -0.036711158943013911 0.016346526967763213 -0.025605411789376899 0.0070574264559452359
leaf_weight=0.0010409707025636501 0.0012675813048936826 0.0019975913760753947 0.0013627385078233412 0.0010995421880936641 0.001495019416567725 0.0012947953846713066 0.0010076021181622324 0.0011057352809752431 0.0010071393122146341 0.0011619870314334988 0.0011124823666292952 0.0016037546454175126 0.0013039859519781141 0.0011445353297451768 0.0015655621528546937 0.0010131687273051142 0.001404836999013748 0.0014564351612475564 0.0010237796734655913
leaf_count=320 83 132 111 142 243 368 238 222 46 82 90 115 89 144 75 70 76 152 102
internal_value=1.5941e-07 0.00352822 -0.00095292 0.00423142 -0.00151611 0.00803291 -0.00170254 -0.014219 5.32555e-05 -0.00206617 -0.0002269 -0.0023233 -0.000132698 -0.00244067 0.00175896 -0.00285726 -0.00904364 -0.00182833 -0.0121229
internal_weight=0.0254692 0.00829066 0.00629307 0.00493033 0.00383079 0.00278981 0.0171786 0.00211334 0.0150652 0.0137977 0.0127905 0.0116285 0.0105161 0.00921207 0.00806754 0.00646378 0.00489822 0.00388505 0.00248021
internal_count=2900 1316 1184 1073 931 611 1584 460 1124 1041 995 913 823 734 590 475 400 330 254
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=20
num_cat=0
split_feature=18 10 13 0 0 16 16 16 13 5 15 3 18 17 19 19 19 2 18
split_gain=1.56114e-05 5.90939e-05 3.60901e-05 4.30196e-05 4.48069e-05 0.000208293 3.59211e-05 0.000139513 4.79665e-05 7.77793e-05 5.53652e-05 0.000142127 5.51021e-05 3.11747e-05 2.90649e-05 7.7458e-05 4.9853e-05 3.22625e-05 7.41592e-05
threshold=11.904475184000002 61.614083433650009 117.69263157665002 85.716110573100011 86.232294534150014 22.604947139800004 22.604947139800004 22.554947256700004 115.02030419500001 21.042547594650003 33.005488016050009 86.302194445500007 14.163996107200001 196.65693750130004 12.751028791950002 13.351077205700003 12.451004585100002 156.02689307135003 16.433295803950003
decision_type=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 7 8 9 10 11 12 -6 -8 16 -16 17 -14 -19
right_child=1 2 -4 4 6 -7 13 -9 -10 -11 -12 -13 14 -15 15 -17 -18 18 -20
leaf_value=0.0099914832751571269 -0.021927137743958911 -0.017589567700923812 0.018155157169883772 0.044052766650643775 0.025269194567326316 -0.014521630522558197 -0.0013834923574421506 -0.037087310905149093 0.017642080097844376 -0.025764045034841698 0.02189681322191378 -0.02944462980208884 -0.015273715653448476 0.022646246793530354 -0.025989738759575217 0.0087961713902315244 0.020970373476150123 0.022503012897698061 -0.0087998156764692425
leaf_weight=0.0014723885738767107 0.0012341601044388089 0.001358058186672422 0.0011066538050457089 0.0011648414632204774 0.0010027788187475526 0.0012679157991784687 0.0010369162412189317 0.0010922561011797597 0.0013893294573321677 0.0012367492105519644 0.0011057397648972659 0.0015663822734999855 0.001143038984753781 0.0011263331401032417 0.0012657663945789439 0.0012950385095438499 0.001379392537098123 0.0013070258866051399 0.0017978916389795041
leaf_count=156 178 230 53 65 101 101 50 56 73 149 104 159 260 69 217 144 132 156 447
internal_value=-1.97346e-06 -0.000618244 0.000543246 -0.000361787 0.000797745 0.0135247 -0.000947096 -0.00262355 -2.55146e-05 -0.00189929 0.000588661 -0.00160159 0.00314361 0.011128 0.000433953 -0.00839797 0.00445304 -0.000910449 0.00437722
internal_weight=0.0253487 0.0238763 0.0226421 0.0215355 0.0201774 0.00243276 0.0177446 0.0155814 0.0144891 0.0130998 0.0118631 0.0107573 0.00919093 0.00216325 0.00818815 0.0025608 0.00562735 0.00424796 0.00310492
internal_count=2900 2744 2566 2513 2283 166 2117 1998 1942 1869 1720 1616 1457 119 1356 361 995 863 603
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=18
num_cat=0
split_feature=13 9 18 10 16 16 15 17 18 17 17 17 9 15 7 6 6
split_gain=1.57474e-05 6.3052e-05 4.45379e-05 3.40169e-05 5.05386e-05 4.20011e-05 5.67463e-05 4.76162e-05 7.41013e-05 3.77833e-05 4.73188e-05 6.13966e-05 4.0991e-05 4.19099e-05 6.83159e-05 6.62226e-05 5.34233e-05
threshold=95.99139754765001 41.133939724950004 16.671733559250004 75.645146416450004 16.344961778400002 18.634956423400002 27.576031546750006 177.48499193625003 12.868666868750003 187.45953903175004 189.46592532740002 191.89151741935004 193.32717468205001 44.920183738100008 23.460228855750007 16.375382608200002 15.365359009150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7 -8 -9 -10 -11 -12 -13 14 -14 16 -16
right_child=2 -3 -4 -5 5 6 7 8 9 10 11 12 13 -15 15 -17 -18
leaf_value=0.007283239750882211 0.017272640719488863 -0.022719852660547903 0.020454233627760499 -0.012861554670132409 -0.015629160081296136 0.020456674025252426 -0.020441467468479593 0.024947622286972365 -0.019311451213360954 0.01572959248856717 -0.020383259535693993 -0.015921077676876252 0.026681503435512288 -0.013969399825894943 -0.0022173121028628159 -0.020407680772571244 0.024015739726193076
leaf_weight=0.0014649166694540076 0.0017614741966153818 0.0013421843944414528 0.0011053884838297659 0.0019111800911796413 0.0016603709287506254 0.0013810000731185055 0.0011328542042320843 0.0011705233610331831 0.0010729495780423893 0.0016942742300666011 0.001584167134500619 0.0011919817276927211 0.0014117013252394903 0.0010694269590291357 0.0019104426847195155 0.0010569397815579779 0.0013076812889565304
leaf_count=378 229 406 114 291 387 99 69 63 87 99 102 105 80 85 151 70 85
internal_value=-1.47658e-06 -0.00706241 0.000882496 -0.000132394 0.00112124 -0.000491195 0.0010813 -0.000751031 0.000904964 -0.00138313 0.00033032 -0.00240674 0.0011762 0.00419264 0.00760811 0.00130973 0.00844246
internal_weight=0.0252295 0.0028071 0.0224224 0.021317 0.0194058 0.0176443 0.0159839 0.0146029 0.0134701 0.0122996 0.0112266 0.00953234 0.00794817 0.00675619 0.00568677 0.00427506 0.00321812
internal_count=2900 784 2116 2002 1711 1482 1095 996 927 864 777 678 576 471 386 306 236
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=18
num_cat=0
split_feature=5 9 17 9 15 7 17 13 12 12 4 3 10 17 18 15 10
split_gain=1.51491e-05 2.81349e-05 6.91697e-05 5.55249e-05 7.67403e-05 3.25711e-05 4.48307e-05 9.67909e-05 3.70809e-05 8.20018e-05 5.73844e-05 4.93654e-05 0.000107766 6.20299e-05 4.71233e-05 3.82099e-05 6.4896e-06
threshold=7.7286379265000011 187.70546222865002 193.40041255380001 64.606296034500005 33.551906023850009 22.535351262400003 188.73286619890004 108.61908538635001 114.86856072930001 148.24135922650004 256.08338064055005 93.308316333450009 62.057679025150001 200.23903127160003 13.740383930250003 27.288673764350005 59.124571204850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 16 -3 7 -7 -8 -10 14 12 -12 -14 -11 -15 -5
right_child=1 5 -4 4 -6 6 8 -9 9 10 11 -13 13 15 -16 -17 -18
leaf_value=-0.01000209199305413 -0.01326261751701535 -0.01410448729838692 0.028108048433779127 0.01598473760587216 -0.006654189969486312 -0.0097950213387219751 -0.015946042883420802 0.027142098084058791 0.019982387815161817 -0.004007919424503268 0.031454501356279745 -0.018132152646394246 -0.020309135236647013 -0.0098861425518981198 -0.033804619661807332 0.014064080644970917 0.027349379777317131
leaf_weight=0.0014285001798284248 0.0017643602298132548 0.0018488622999654177 0.0011748398456969227 0.00100677474795647 0.0018285132487110695 0.0012506732428768062 0.0018000972466582837 0.0016392982437627513 0.0016588900975442683 0.0010860571152904461 0.0011556897787406428 0.0011894049856504309 0.0013908525911964778 0.0010436499833816892 0.0010380724261097977 0.0018414805402861417 0.0010030956990073532
leaf_count=517 206 117 126 201 105 196 153 112 160 53 55 121 157 174 101 160 186
internal_value=-8.15091e-07 0.000601481 0.00604673 0.00142069 0.00817005 -0.00157674 -4.22332e-05 0.0111571 -0.00269425 -0.000401445 -0.00426808 0.000320071 0.00436066 -0.00296212 -0.0185697 0.00540047 0.0216567
internal_weight=0.0251491 0.0237206 0.00677758 0.00560274 0.00383838 0.016943 0.0150942 0.00288997 0.0122042 0.0104041 0.00874521 0.00662108 0.00543167 0.00427598 0.00212413 0.00288513 0.00200987
internal_count=2900 2383 824 698 492 1559 1442 308 1134 981 821 667 546 491 154 334 387
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=20
num_cat=0
split_feature=2 18 10 13 0 0 16 18 17 17 6 5 13 0 7 7 18 17 17
split_gain=1.521e-05 3.0871e-05 5.5529e-05 3.18928e-05 3.53171e-05 4.25548e-05 0.000157043 3.2249e-05 6.40323e-05 4.73922e-05 3.74272e-05 7.09009e-05 0.000114594 4.12167e-05 6.62644e-05 6.57402e-05 7.07183e-05 4.32015e-05 3.55419e-05
threshold=325.75432260090003 11.955585097900002 61.614083433650009 117.69263157665002 85.716110573100011 86.232294534150014 22.604947139800004 17.327266398450003 208.12573104970002 204.75389752000004 16.455384477450004 22.382291025900006 114.01213239605002 92.313586825200005 24.373474566200006 25.396105459650006 16.118666550000004 177.83257937300002 192.49174628505003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 -6 8 9 10 11 12 13 -7 17 -16 -17 -15 -19
right_child=-2 2 3 -5 5 7 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 18 -20
leaf_value=0.014462850647633977 -0.011073637525291419 -0.022318187078567055 -0.015790930592763878 0.017493282941712578 0.040545876153236807 -0.017482262569755134 -0.01115066840054784 0.013408001482374522 -0.025209240591465884 0.019879934661430482 -0.016157162139383646 -0.020912790525948133 0.027694925147420259 0.029053606819860606 -0.022224222022226355 0.023526528239415888 -0.013541376104564738 -0.0093767930207898885 0.016663176195947371
leaf_weight=0.001494682723647031 0.001181792731230715 0.0010972790604266971 0.0013465367267975264 0.0010799551479223615 0.0011251590883930868 0.0013764632687198212 0.0012299781644442538 0.001452506285010236 0.0011190514149703326 0.001069509235157807 0.0016363484042125212 0.0014130190394000567 0.0015820692468793132 0.0010251540614310268 0.0016747688740991018 0.0010001520936098168 0.0010603187397159666 0.0010197741140522201 0.0010784871811093666
leaf_count=155 231 158 222 51 62 125 97 395 180 90 91 88 80 98 263 129 151 142 92
internal_value=3.86162e-07 0.000548399 -0.000380628 0.000750065 -0.000144668 0.000972256 0.0135472 -0.000821805 -0.00219469 -0.000346641 -0.00202794 3.08237e-05 0.0030453 -0.0016902 0.00147911 -0.00750916 0.00445138 0.012228 0.00400751
internal_weight=0.025063 0.0238812 0.0223865 0.0212893 0.0202093 0.0188628 0.00235514 0.0165076 0.0150551 0.0139361 0.0128666 0.0112302 0.00981719 0.00823512 0.00685866 0.00373524 0.00206047 0.00312342 0.00209826
internal_count=2900 2669 2514 2356 2305 2083 159 1924 1529 1349 1259 1168 1080 1000 875 543 280 332 234
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=19
num_cat=0
split_feature=9 18 7 5 13 13 2 7 9 9 9 10 13 9 4 16 17 4
split_gain=1.46805e-05 2.72938e-05 5.42792e-05 4.11495e-05 3.90856e-05 4.86122e-05 4.56527e-05 0.000105344 8.14095e-05 4.66072e-05 7.50797e-05 4.24741e-05 8.60432e-05 7.10836e-05 5.29818e-05 3.92496e-05 3.91049e-05 3.08002e-05
threshold=38.136666659400014 17.140917755100002 25.697366542400001 15.094471190800002 104.02719889955002 106.77211465075001 195.12355368615002 23.046547257250005 202.80137809380003 205.70977008025002 198.78883073475004 65.630639880500027 117.61735474900001 186.98623176200002 175.46299761980001 22.474947443800005 190.79973618785002 214.97661128770002
decision_type=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 9 -8 -9 10 11 12 14 -14 -7 -12 -16 -11
right_child=1 -3 -4 4 5 6 7 8 -10 17 15 -13 13 -15 16 -17 -18 -19
leaf_value=-0.010293527776715997 0.016037850239859881 0.012351435388708476 -0.017592523084586854 -0.019126113711215868 0.021427917284123209 -0.0020420679892002168 -0.037507087030013993 0.014408806182699544 -0.018284760669395571 0.0033257471603755067 -0.0028225225994520709 -0.0088607386162102477 0.0098123579256099765 -0.026905601805458208 0.01504410543993649 -0.029172562863191583 0.039397986514967877 0.026831320845440335
leaf_weight=0.0013121710708714164 0.0016770381722279173 0.001816359954826363 0.001695079345052585 0.0010429796841650773 0.0010724640200735517 0.0010149601637137601 0.001021772182774789 0.0016768041069638584 0.0013955137975759117 0.0010704086257174042 0.0010946366451998757 0.0018695856655296765 0.0011046599490683873 0.0010086775061219078 0.0016660422277937556 0.0011689714343841723 0.0010911147605933147 0.001163281604585481
leaf_count=408 210 325 283 217 101 78 145 121 132 101 88 131 93 56 194 64 63 90
internal_value=2.01895e-06 0.000573237 -0.000406586 0.00103994 -0.000322435 0.000803461 -0.000549678 -0.00969192 -0.000441325 0.00250518 -0.000407038 0.00426994 0.00844106 -0.0077128 0.0174913 -0.0164302 0.0246819 0.0155672
internal_weight=0.0249625 0.0236503 0.021834 0.0201389 0.0184619 0.0174189 0.0163464 0.00409409 0.00307232 0.0122523 0.0100186 0.00775504 0.00588545 0.00211334 0.00377212 0.00226361 0.00275716 0.00223369
internal_count=2900 2492 2167 1884 1674 1457 1356 398 253 958 767 615 484 149 335 152 257 191
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=19
num_cat=0
split_feature=7 19 7 16 4 7 6 0 7 4 6 4 16 15 19 5 15 0
split_gain=1.5071e-05 8.02785e-05 5.00942e-05 3.7234e-05 3.22655e-05 9.98464e-05 7.8102e-05 9.77364e-05 6.24148e-05 5.65359e-05 3.9131e-05 8.88402e-05 4.72192e-05 0.000120045 8.77388e-05 5.53381e-05 7.87321e-05 4.28166e-05
threshold=20.940097048150005 13.351077205700003 21.841300704500004 22.704946905950003 287.13979489680008 23.539316666200005 15.710367070250003 97.483491810050012 26.520549809950001 275.84354381375005 13.400313096150002 250.44545574145002 19.214955067100004 26.744537432900007 14.151141757350002 20.410615048800004 37.434800281900003 86.001087134900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 9 -6 7 -7 -9 10 -4 12 13 -12 -14 -16 -17 -18
right_child=2 -3 3 -5 5 6 -8 8 -10 -11 11 -13 14 -15 15 16 17 -19
leaf_value=-0.01223594888231455 -0.022084801707704247 0.021706956742264215 0.013255478213129449 0.017685439458134555 -0.033196977166611609 -0.034149536544600241 0.017873910302819953 0.020758330551740964 -0.010794348406899884 0.024767120587037037 -0.0091128693127990532 -0.023444399231530254 -0.029532931461015773 0.033182618587094127 0.023277138140824691 -0.019724530890301566 -0.0043214829521021616 0.022302502444950925
leaf_weight=0.0012379593860912625 0.001060546429156174 0.001593947288386785 0.0019171727705511012 0.0011499219470597613 0.0011607129771594267 0.0010738115023140107 0.001571926272414842 0.001036039458777345 0.0015876155732592323 0.0010062314630053951 0.0012968133388126454 0.0016681034464212175 0.0010437875883724246 0.0013906730045037119 0.0010079839178480654 0.0016516340132355367 0.0012446132820034539 0.0011736345734973952
leaf_count=283 132 137 426 86 161 152 102 173 395 126 110 142 68 135 63 83 76 50
internal_value=1.65828e-06 0.00686892 -0.000880663 0.000191179 -0.000823257 -0.00664634 -0.000797914 -0.00873598 0.0016653 0.00197087 0.000120169 -0.00228339 0.00172367 0.0127735 -0.00312733 0.00230051 -0.00289475 0.00859979
internal_weight=0.0248731 0.00283191 0.0220412 0.0209807 0.0198308 0.00643011 0.00526939 0.00369747 0.00262366 0.0134006 0.0123944 0.0104772 0.00880914 0.00268749 0.00612165 0.00507787 0.00406988 0.00241825
internal_count=2900 420 2480 2348 2262 983 822 720 568 1279 1153 727 585 245 340 272 209 126
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=19
num_cat=0
split_feature=3 7 7 13 8 8 9 9 17 3 6 19 16 9 4 7 2 15
split_gain=1.46308e-05 5.97e-05 3.48537e-05 3.21513e-05 9.35248e-05 7.42883e-05 3.87308e-05 6.69596e-05 3.60522e-05 4.32851e-05 6.13242e-05 7.48781e-05 7.16673e-05 0.000104709 9.86118e-05 6.93402e-05 6.49906e-05 2.09843e-05
threshold=103.44111502715002 20.778835947700006 21.841300704500004 98.238948544700023 1.4488693167500002 7.943800736700001 215.80505313260002 207.37918994975004 183.40283206635004 84.146051024900018 15.675366252400002 14.251149826300002 22.624947093000003 195.39349636155001 252.43360528775003 22.535351262400003 180.42199898520002 24.200063469100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 17 7 8 -7 -10 -11 -12 13 -13 -15 -14 -17 -5
right_child=-2 2 3 5 -6 6 -8 -9 9 10 11 12 15 14 -16 16 -18 -19
leaf_value=0.019945805965247376 -0.010438118037712546 -0.017955077802178827 0.013641170520807534 0.0097128115028914871 -0.022276361566564401 -0.015934917671143224 0.014497498175774927 -0.019778246038330616 0.021608143246410191 -0.015762572753800309 0.027446238508865385 0.0093279723895760887 -0.0098805827991520125 -0.04602732490265015 -0.0022423323016037876 0.039236593115808648 0.0042241678361452824 0.02977154538307655
leaf_weight=0.0014889465595444669 0.0012735335855413995 0.0011169470048070602 0.0011414120671448141 0.0010638321270425707 0.0019869670704682871 0.0012019300491748616 0.0015444059316170209 0.0018754067682643328 0.0010508448408252926 0.0019255533379038394 0.0011738243742402893 0.0016704732421647119 0.0010462991937925416 0.001040008280442685 0.0010177249039443614 0.0010511959246451152 0.0010695985466008368 0.0010231228888229471
leaf_count=158 248 147 342 137 493 74 180 229 87 164 68 122 64 50 64 64 81 128
internal_value=9.95314e-07 0.000566998 -0.000744574 0.000175963 -0.00917159 0.00182305 -0.000537808 -0.00218199 0.000512454 0.00230219 0.000272356 0.00409881 0.000124246 -0.00927222 -0.0243719 0.0111855 0.0215785 0.0195465
internal_weight=0.024762 0.0234885 0.0219995 0.0208826 0.00312838 0.0177542 0.0156673 0.0141229 0.0122475 0.0110455 0.00999468 0.00806912 0.0068953 0.00372821 0.00205773 0.00316709 0.00212079 0.00208696
internal_count=2900 2652 2494 2347 835 1512 1247 1067 838 764 677 513 445 236 114 209 145 265
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=20
num_cat=0
split_feature=5 8 2 13 18 7 7 7 6 7 12 12 2 16 16 16 0 4 16
split_gain=1.50255e-05 2.78639e-05 0.000106637 5.28017e-05 3.42925e-05 4.86974e-05 5.29263e-05 4.49286e-05 4.07334e-05 3.04719e-05 4.03212e-05 5.64034e-05 4.61639e-05 0.000148488 4.53766e-05 9.4169e-05 9.33455e-05 4.85623e-05 3.15758e-05
threshold=7.7286379265000011 2.8477776226000002 234.61110956795002 98.362617618700014 15.556223714900002 24.891451065550005 24.575790737200006 24.176224535650004 12.455291015900002 23.789355599150003 217.64277969395002 197.02116758845003 132.99388411665004 22.594947163200004 22.554947256700004 20.784951395750003 85.807518149550006 171.27730165960003 22.574947209950004
decision_type=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 6 7 9 -6 10 11 12 14 -14 15 -5 17 -16 -12
right_child=1 3 -4 4 8 -7 -8 -9 -10 -11 18 -13 13 -15 16 -17 -18 -19 -20
leaf_value=-0.010016739021211786 -0.011077521087009712 -0.022059085683709921 0.0343220402887216 -0.0040874146253121364 0.027259221148352393 -0.016831394133492932 0.022179077916483915 -0.018472788460154436 0.00018490555110799319 0.01245661244778455 -0.00096535073900332199 0.020961898406269115 -0.040163311075777593 0.013153193584241767 -0.007444467283225762 0.03225216260939695 -0.028300203347327364 0.021835567493782342 -0.025642429258447091
leaf_weight=0.0014116232370236783 0.0010319427302484712 0.0010756594286509399 0.0010375618152536608 0.0015817720969824277 0.0010074523763277934 0.0017098059556282302 0.0010914999127933913 0.0012896897383216305 0.001239232923811201 0.0020004532768450609 0.0010171709723638628 0.0013277841833195117 0.0010683317837451509 0.0010221179078481329 0.0011545296551389583 0.0012984774950588474 0.0011264031677455932 0.001112039346659266 0.0010577078197150393
leaf_count=517 140 330 82 227 113 212 98 130 139 125 122 96 141 66 55 66 63 55 123
internal_value=6.64642e-07 0.000608881 0.0116839 -0.000473256 0.000681662 -0.000783247 0.000915988 -0.000625452 0.0123255 0.00104651 -0.00089338 0.00181524 -0.00122441 -0.0140944 0.0030643 0.0122952 -0.00477171 0.0069211 -0.0135449
internal_weight=0.0246613 0.0232496 0.0020695 0.0211801 0.0201045 0.0178578 0.016148 0.0150565 0.00224669 0.0137668 0.0117663 0.00969146 0.00836367 0.00209045 0.00627322 0.00288025 0.00339297 0.00226657 0.00207488
internal_count=2900 2383 222 2161 1831 1579 1367 1269 252 1139 1014 769 673 207 466 293 173 110 245
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=19
num_cat=0
split_feature=9 8 14 15 7 7 12 5 0 16 17 18 17 9 7 10 15 9
split_gain=1.38993e-05 2.60318e-05 0.000105667 4.8285e-05 2.70106e-05 4.00452e-05 4.03169e-05 3.78475e-05 4.86282e-05 5.08166e-05 5.20744e-05 5.88043e-05 3.4553e-05 3.41765e-05 8.46698e-05 8.84063e-05 9.64601e-05 7.13832e-05
threshold=38.136666659400014 2.8477776226000002 339.33625208505003 18.511678081400003 25.967949918250003 24.891451065550005 198.12617315580005 17.671168838450004 93.063666643600016 19.304954856600002 177.48499193625003 12.868666868750003 187.45953903175004 189.78071820640002 23.031046061850002 62.837331883000012 41.211223942950006 201.78065190905002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 7 -7 -5 9 -9 -11 -12 -13 -14 -15 16 -16 -18
right_child=1 3 -4 4 -6 6 -8 8 -10 10 11 12 13 14 15 -17 17 -19
leaf_value=-0.010051485105740103 -0.011537634708450435 -0.020802364543097824 0.032824398090868796 0.01606268042424051 0.012354883559769337 -0.026620597544233151 0.00038209567276035127 0.019839474726707017 -0.020704223636503927 -0.020047713117840288 0.023126557205005893 -0.018479559100516584 0.01440490719856731 -0.020433990568136124 -0.021956609201264344 0.026871401400861347 0.025960729642460868 -0.0092410979616824717
leaf_weight=0.0013025931816809068 0.0010545035212334809 0.0011102253246907797 0.0010939350945200488 0.0015505142671548454 0.0017871470437364192 0.0011075924356254668 0.0011041466778267599 0.0013283092684515064 0.0010883244099591941 0.0012552197772740499 0.0011235103968952895 0.0010170959511035709 0.0015600625726776346 0.0018349462514265728 0.0015952640503038439 0.001323428579119823 0.0012686785913420787 0.0010551662423999297
leaf_count=408 205 374 88 129 223 133 144 258 128 86 62 88 101 124 106 98 78 67
internal_value=6.80208e-07 0.000563663 0.0110505 -0.000503637 0.000623205 -0.00052801 -0.0131403 0.00121537 -0.000377771 0.00127784 -0.000771092 0.00147386 -0.00104587 0.001007 -0.00194625 0.00452466 -0.00302152 0.00997697
internal_weight=0.0245607 0.0232581 0.00214844 0.0211096 0.0199994 0.0182123 0.00221174 0.0160005 0.01445 0.0133617 0.0120334 0.0107782 0.00965464 0.00863755 0.00707748 0.00524254 0.00391911 0.00232384
internal_count=2900 2492 293 2199 1825 1602 277 1325 1196 1068 810 724 662 574 473 349 251 145
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=20
num_cat=0
split_feature=6 8 6 16 6 6 19 0 0 9 9 6 19 18 7 18 4 16 13
split_gain=1.37279e-05 5.4421e-05 5.28882e-05 3.89369e-05 6.04711e-05 1.95824e-05 3.32615e-05 5.82412e-05 3.92648e-05 6.79137e-05 0.000112706 5.83202e-05 5.54631e-05 4.60394e-05 0.000105161 6.58767e-05 7.26679e-05 4.65381e-05 2.45601e-05
threshold=13.075305502400001 7.7439566930000003 13.775321858200002 11.934972090850001 7.2051683476000008 14.185331438000002 12.751028791950002 94.157869102700019 87.181320254150009 193.60452210450003 205.07255049940002 16.395383075500003 14.251149826300002 13.3584252364 23.633329316050006 13.197799034350002 248.34582299520005 22.674946976100003 117.57971633515002
decision_type=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 -4 -7 8 11 -10 12 -8 -11 15 -15 16 17 18 -13
right_child=2 -3 5 4 -6 6 7 -9 9 10 -12 13 -14 14 -16 -17 -18 -19 -20
leaf_value=-0.012667856633475257 0.022167985547841444 -0.023887930335520981 -0.013527919562863019 -0.0083714036697395671 0.019262718136545367 0.017698860093028717 -0.023494496546676666 -0.023231403171016456 0.029958101062246934 0.0038798566509544597 0.023759820701285482 0.0063219257257763235 -0.026408584598201647 -0.032645025223919898 0.011049727945468102 0.02744574509703529 -0.02152268371562617 -0.0058133814031561381 0.028135860938403135
leaf_weight=0.0015204923434459306 0.0011431236530803591 0.0011345121449933653 0.0010131031827032557 0.0014451174010205788 0.0017518053552008639 0.0010873399895874594 0.0011673472486213492 0.0010415060333815599 0.0011302285263870013 0.0012140002078635179 0.0014899998349325039 0.0010633788931174335 0.0012043380774879875 0.0011607528993628777 0.0010482019321465391 0.0010715000129546178 0.0011812853655998063 0.0015985889885208326 0.0010029275884236855
leaf_count=503 140 226 97 328 171 183 92 161 65 74 128 118 60 96 67 71 153 79 88
internal_value=1.24536e-06 -0.00422351 0.00132918 0.000505678 0.00677116 -3.40279e-05 0.000796443 -0.000398992 0.00126018 0.00836883 0.00212556 -0.00259366 -0.0112039 0.000408638 -0.0119108 0.00500725 4.60558e-05 0.00699819 0.0169098
internal_weight=0.0244695 0.00585193 0.0186176 0.00471742 0.00319692 0.0174745 0.0164614 0.0153741 0.0143325 0.00503857 0.00390834 0.00929398 0.00241834 0.00812664 0.00220895 0.00591768 0.00484618 0.0036649 0.00206631
internal_count=2900 1228 1672 1002 499 1532 1435 1252 1091 327 262 764 134 672 163 509 438 285 206
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=21
num_cat=0
split_feature=19 10 5 15 19 17 0 0 14 9 15 18 2 4 13 9 2 14 7 16
split_gain=1.5657e-05 2.65782e-05 5.01846e-05 4.66244e-05 6.97373e-05 3.50207e-05 4.56961e-05 7.28655e-05 4.44209e-05 4.8868e-05 6.38911e-05 9.2414e-05 6.47251e-05 5.58361e-05 9.29497e-05 0.000116401 3.41486e-05 3.60056e-05 2.82777e-05 2.63602e-05
threshold=14.651182102100002 57.729261435100007 23.803605515150004 42.670190152050004 14.551174033150001 201.78545703200004 94.964406541850011 100.67200315280002 376.01315066015007 190.24759545780003 17.382777826050003 13.544020937350002 87.122651665300012 202.39226090690002 114.65467388920001 199.21354841250005 161.80523719825001 287.49747744585005 23.220446641850003 19.214955067100004
decision_type=2 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 8 -7 -8 9 10 -3 12 -12 14 15 -11 19 -18 -4 -15
right_child=-2 2 18 -5 -6 6 7 -9 -10 13 11 -13 -14 16 -16 -17 17 -19 -20 -21
leaf_value=0.012185698314961657 0.012182574584315048 0.012345025547923967 -0.027837572687526541 0.019074418920324021 -0.025636799071151198 -0.025706497543588919 0.014225032962328158 -0.019808350549329362 0.021541343034902349 -0.01828004075868905 0.016070786295547087 -0.038858129821084761 -0.017157491327234573 0.00038928929156523758 0.041125064046035331 0.027030877668926145 0.017144924839196898 -0.0071014818742750358 -0.0043706980559730605 -0.021412552201176733
leaf_weight=0.0015365846972311371 0.0010113637588373683 0.0012442051381861925 0.0010440863226137817 0.0012183758100846242 0.001091913099749763 0.0010687907456399933 0.0014003881261948556 0.001142186059534079 0.001147668573105459 0.0011236975307689643 0.0010056155702934874 0.0010487790237333743 0.0014055974701106602 0.0011386321623740045 0.0010041972943213295 0.0011443163637947507 0.0014363215014235875 0.0010677549361159111 0.0010104323606871142 0.0010811646932751273
leaf_count=208 61 268 239 83 58 121 167 334 200 76 62 205 99 143 55 134 102 140 89 56
internal_value=1.18264e-06 -0.000526191 -0.0014212 0.000124665 -0.00111988 0.000413414 -0.00835671 -0.00106359 0.00270055 0.000997987 -0.00708927 -0.0140778 -0.00329937 0.00575582 0.0157961 0.00458138 -0.00119907 0.00680609 -0.0162963 -0.0102294
internal_weight=0.0243721 0.0233607 0.0218241 0.0197696 0.0185512 0.0174593 0.00361136 0.00254257 0.013848 0.0127003 0.0047042 0.00345999 0.00241121 0.00799608 0.00327221 0.00226801 0.00472387 0.00250408 0.00205452 0.0022198
internal_count=2900 2839 2631 2303 2220 2162 622 501 1540 1340 634 366 161 706 265 210 441 242 328 199
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=16
num_cat=0
split_feature=5 8 6 14 2 9 9 0 3 16 12 17 17 17 7
split_gain=1.33897e-05 4.58109e-05 2.12566e-05 3.50852e-05 5.2964e-05 4.03513e-05 4.94495e-05 3.90022e-05 5.35159e-05 5.8906e-05 4.31764e-05 0.000222091 0.00010844 7.80536e-05 5.91951e-05
threshold=30.133297129900004 8.8430989333000021 16.625388449550005 161.53444867420004 86.011634045550025 214.22994816675003 207.37918994975004 85.807518149550006 93.308316333450009 22.614947116400003 234.88438170465002 198.88358152355002 199.71712621985003 186.34046889365004 23.789355599150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 6 7 -6 9 10 11 13 -12 -9 -15
right_child=-2 -3 -4 4 5 -7 -8 8 -10 -11 12 -13 -14 14 -16
leaf_value=-0.013358452141226841 0.010009790317035926 -0.017764236802021865 0.013681177000407491 0.018424615224198262 0.013465254836398089 0.015790120964955894 -0.018751361538708475 -0.020100745438743975 -0.020417396904636877 0.020436938454907475 -0.0088512642030753406 -0.042731573941539064 0.027936788485298854 -0.0039065079573482051 0.021719249358487694
leaf_weight=0.0018298739211034349 0.0012667778130347499 0.0014486723511769528 0.0011756212365075574 0.0016207826914701661 0.0018482532428963855 0.0013955660133853935 0.0015761452951902075 0.0011308849047846868 0.001413515443969557 0.0012774305563851849 0.0018806552224867289 0.001379046558428465 0.0013960629593426505 0.0016629049001036234 0.0019685402138551189
leaf_count=121 121 144 169 160 219 250 208 291 125 72 288 247 186 122 177
internal_value=6.76248e-07 -0.000550504 0.000606385 -0.000147848 0.00115533 -0.000498027 -0.0019614 -6.53702e-05 -0.00213061 0.000286168 -0.002447 -0.00739271 0.00682248 0.00284051 0.00998475
internal_weight=0.0242707 0.023004 0.0215553 0.0203797 0.0185498 0.016929 0.0155334 0.0139573 0.012109 0.0106955 0.00941809 0.00614138 0.00327672 0.00476233 0.00363145
internal_count=2900 2779 2635 2466 2345 2185 1935 1727 1508 1383 1311 837 474 590 299
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=21
num_cat=0
split_feature=2 5 8 4 12 12 16 15 18 9 8 9 18 0 5 3 5 10 19 12
split_gain=1.42834e-05 3.47165e-05 5.26707e-05 2.5871e-05 4.68115e-05 3.01169e-05 5.66318e-05 3.7215e-05 3.36267e-05 7.60974e-05 9.76646e-05 6.09293e-05 7.72229e-05 5.83932e-05 6.79883e-05 5.64918e-05 4.93038e-05 0.000105313 7.56172e-05 5.20866e-05
threshold=325.75432260090003 30.133297129900004 8.8430989333000021 395.41070928875007 284.70742878420003 254.30002952885002 13.534968349350001 43.758818131150008 13.954623666350001 200.63976601170003 8.543332867800002 193.06224578400005 13.340835220050002 86.001087134900004 22.782602051550004 86.302194445500007 18.092020786850004 72.496961945650014 12.651020723000002 172.75554276225003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 9 10 11 12 13 14 -8 16 17 -10 19 -19
right_child=-2 -3 -4 -5 -6 -7 7 -9 15 -11 -12 -13 -14 -15 -16 -17 -18 18 -20 -21
leaf_value=-0.019959627718663955 -0.010788363350578586 0.017280590188996553 -0.01914658197920481 0.016567920185645759 -0.020658752402090419 0.016691774862540931 -0.01590339418587559 -0.016285397430229595 0.03402301157334247 0.032004149372230693 -0.020478039295316063 0.027537596068258664 -0.020169942502199764 0.027704561401178086 0.01929992422058684 -0.022776749454155705 -0.017026006985363423 0.022735454060007675 -0.024354702047193255 -0.0081565348087525771
leaf_weight=0.0012871239701039141 0.001168095661828651 0.001176412233264367 0.0013961565937499606 0.0010057235902431452 0.0010269691848801025 0.0011860629608188488 0.0011517342086855599 0.001056853307747521 0.0010674037165451502 0.0010872234178762596 0.001364299259080326 0.001387407176139277 0.0010509393321494892 0.0012837923009048069 0.0010476477379868336 0.0011123883023904102 0.0010898970138640933 0.0011716560954057043 0.0010436901908562907 0.0010217866520890739
leaf_count=523 231 100 142 162 137 150 64 123 104 51 61 80 68 78 191 122 132 107 189 85
internal_value=-7.3115e-07 0.000546777 -0.000354642 0.000928781 0.000119563 0.00127865 0.000217277 0.00184686 0.00313471 0.0073254 0.00364273 0.00920007 0.00358892 0.0107574 0.000865261 -0.0022579 0.0019733 0.00678387 -0.00219789 0.00834482
internal_weight=0.0241833 0.0230152 0.0218388 0.0204426 0.0194369 0.0184099 0.0172238 0.0159367 0.0148799 0.00837304 0.00728582 0.00592152 0.00453411 0.00348317 0.00219938 0.00650682 0.00539443 0.00430454 0.00323713 0.00219344
internal_count=2900 2669 2569 2427 2265 2128 1978 1455 1332 593 542 481 401 333 255 739 617 485 381 192
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=19
num_cat=0
split_feature=0 7 7 7 7 7 18 18 14 12 2 7 12 17 17 16 5 15
split_gain=1.64439e-05 5.01481e-05 3.6703e-05 2.97361e-05 3.66957e-05 3.56043e-05 6.88459e-05 4.32934e-05 2.3487e-05 5.52108e-05 0.000115919 5.44917e-05 4.36395e-05 5.56026e-05 6.55069e-05 6.6603e-05 4.15709e-05 4.11556e-05
threshold=75.309089150100007 20.778835947700006 21.841300704500004 22.296968840150004 22.535351262400003 22.726915405250001 13.24392582145 13.465147564100002 169.50964292540002 148.24135922650004 147.87428232835001 24.292705381350004 183.52328734125004 196.79617445730003 201.18214207610001 17.484959112600002 16.522781810950004 38.198215516250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 -9 11 -11 -10 -12 16 -15 -16 -14 -17
right_child=1 2 3 4 5 6 7 8 9 10 12 -13 13 14 15 17 -18 -19
leaf_value=-0.01173061026214074 0.017857188777464325 -0.018615110795753186 0.016049832274074867 -0.018176137523055084 0.01433438690597863 -0.025064122848074216 0.016256405827219614 -0.014765248532797129 0.030623539972690201 -0.035132214662168204 0.019337460069203893 0.0016933612484207846 -0.0032096409627644425 0.018531294580353439 -0.024724899024561812 0.017459861601543402 -0.030410298298350198 -0.0088324351654948518
leaf_weight=0.0011383204678511198 0.001565868120514873 0.0010834809318902251 0.0011285138782919498 0.0011250227485773414 0.0016729596301135038 0.0011067773653788788 0.0016133298880238759 0.001146418752922985 0.0010483039005424613 0.0010267470955874379 0.0010670889156151131 0.0017181858626380206 0.0012580063499360479 0.0018503363142359109 0.0011290690068246831 0.0012323670626452898 0.0010153465297379283 0.0011517571869368304
leaf_count=230 171 151 84 96 108 104 111 104 102 127 143 274 261 174 304 123 138 95
internal_value=8.88775e-07 0.000583036 -0.000682493 0.000275093 -0.000653947 0.000438984 -0.000981624 0.00076538 -0.0010664 0.000190249 -0.00335378 0.0126559 0.0003949 -0.00225191 0.00330326 -0.00471707 -0.0153583 0.0047582
internal_weight=0.0240779 0.0229396 0.0213737 0.0202902 0.0191617 0.0180367 0.0163637 0.015257 0.0136436 0.0124972 0.00973072 0.00276649 0.00870397 0.00763688 0.00536353 0.00351319 0.00227335 0.00238412
internal_count=2900 2670 2499 2348 2264 2168 2060 1956 1845 1741 1365 376 1238 1095 696 522 399 218
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=18
num_cat=0
split_feature=3 7 7 7 4 2 3 18 6 5 13 5 13 15 15 15 6
split_gain=1.36611e-05 4.3785e-05 2.94264e-05 2.87468e-05 5.76477e-05 2.50458e-05 2.88567e-05 6.91798e-05 3.80047e-05 4.26032e-05 4.85637e-05 9.32296e-05 5.38075e-05 4.17717e-05 3.57326e-05 4.54556e-05 5.70527e-05
threshold=103.44111502715002 20.778835947700006 22.124753953150002 22.597569836950004 180.40874149915001 68.519383356500015 93.308316333450009 13.24392582145 16.335381673600001 20.950952025950006 108.36905878025001 15.299679811400003 110.04934511175001 37.434800281900003 21.274833872300004 18.511678081400003 4.3151008216500015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -5 8 -8 9 10 11 14 -12 -10 15 16 -7
right_child=-2 2 3 5 -6 6 7 -9 13 -11 12 -13 -14 -15 -16 -17 -18
leaf_value=0.017367329178821882 -0.010162191157101871 -0.013340203252000533 0.026658935776774795 -0.015998992065483397 -0.0057628972266972603 0.017534707305807334 -0.029399391123488085 0.0035852979956925721 -0.0027129752911499668 -0.014095626328362063 0.027969428742647302 -0.021743667699545631 0.00010967030354016381 0.02307086611437556 -0.010658903654054523 0.026188496289761866 -0.013831630055956473
leaf_weight=0.001451103843050929 0.0012537572439748857 0.0016671651074061438 0.0011555019950465492 0.0010285165258806335 0.0010438184326462072 0.0011654119439432004 0.0010509905742660955 0.0016097494776445165 0.0010462866672462249 0.0019369504391584845 0.0013125880238624987 0.0018162306254538704 0.0014692204551352006 0.0015729143998033379 0.0011021456032568044 0.0011576662288377004 0.0011542169391430615
leaf_count=158 248 194 59 98 109 309 109 149 80 152 109 273 103 84 222 151 293
internal_value=-1.24554e-07 0.000560144 -0.00058545 0.000498234 0.0112712 -0.000861659 8.79965e-05 -0.00944363 0.00193464 -0.000619037 0.00222526 -0.00257224 0.0132552 0.012771 0.00503125 0.0100043 0.00192723
internal_weight=0.0239942 0.0227405 0.0212894 0.0196222 0.00219932 0.0174229 0.0163944 0.00266074 0.0137336 0.0111144 0.00917748 0.00639567 0.00278181 0.0026192 0.00457944 0.0034773 0.00231963
internal_count=2900 2652 2494 2300 168 2132 2034 258 1776 1612 1460 1248 212 164 975 753 602
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=19
num_cat=0
split_feature=5 17 14 14 16 13 7 16 16 17 10 7 17 0 9 9 2 4
split_gain=1.65514e-05 2.81824e-05 2.56259e-05 7.25037e-05 4.71556e-05 3.18048e-05 4.02133e-05 3.67425e-05 8.78094e-05 7.98158e-05 6.89096e-05 0.000112241 4.42406e-05 5.06686e-05 7.13988e-05 0.000113849 5.64504e-05 3.60918e-05
threshold=7.7286379265000011 212.33270692945004 384.93581166080008 339.33625208505003 14.034967180100002 101.53768667075001 24.891451065550005 19.304954856600002 20.394952307700002 188.54236693505001 62.837331883000012 22.940014114900002 195.76335783930003 86.001087134900004 199.21354841250005 186.67271206880002 153.92068653480001 201.71351478465002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 -6 7 9 -9 17 12 -12 13 14 15 -10 -15 -7
right_child=1 -3 -4 -5 5 6 -8 8 10 -11 11 -13 -14 16 -16 -17 -18 -19
leaf_value=-0.010648956029074596 -0.021615274881394846 0.013747879655848463 -0.01287004994940077 0.026384331988944701 0.017270286061794825 0.0075636190409671599 -0.014915474194235077 -0.027092791074836683 0.006370427871139589 -0.011781823529780987 -0.0063855427362294855 0.039831993708904744 -0.018114453630769755 0.027643976881946433 0.015644387544431749 -0.034130490091699696 -0.0023835412882788026 0.032638213085501216
leaf_weight=0.0013754619970415089 0.0010258040007491793 0.00153128166426877 0.0015065209028110966 0.0010378785806778338 0.0010556948232314225 0.0010880507063675835 0.0017605935451892969 0.0012131881519980162 0.0013251470711922253 0.0011170187450096208 0.0010177439912126838 0.0010863296946421741 0.0015370858893322542 0.0011894218520076549 0.0010611286191546977 0.0014574017522751654 0.0013218743130288813 0.0012151131685370596
leaf_count=517 308 247 214 105 97 166 207 87 92 133 47 74 105 61 70 135 73 162
internal_value=6.91759e-07 0.000650357 -0.000303963 0.000666389 -0.000778646 0.000446538 -0.000637089 0.00108125 -0.00168699 0.0101539 0.0013964 0.0174765 -0.00289066 0.000791543 -0.00642597 -0.0148425 0.0118384 0.0207926
internal_weight=0.0239227 0.0225473 0.021016 0.0195095 0.0184716 0.0174458 0.0163901 0.0146295 0.0112093 0.00342018 0.00999613 0.00210407 0.00789206 0.00635497 0.00384368 0.00278255 0.0025113 0.00230316
internal_count=2900 2383 2136 1922 1817 1509 1412 1205 744 461 657 121 536 431 297 227 134 328
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=18
num_cat=0
split_feature=16 8 9 15 2 8 8 17 9 9 9 14 14 9 4 10 18
split_gain=1.37102e-05 4.70459e-05 3.43988e-05 2.75279e-05 2.3166e-05 3.37577e-05 5.31255e-05 3.26578e-05 2.84873e-05 3.32281e-05 6.58392e-05 5.23242e-05 7.1735e-05 8.22143e-05 3.70771e-05 9.72275e-05 3.96872e-05
threshold=10.664975060650002 1.7486353823000003 54.761416764300009 19.112687623850004 297.58713971970008 5.9453602998000008 7.943800736700001 203.93111730270002 212.35308743945004 204.17620834730005 201.2906445504 274.51613272600008 245.89181903565003 198.36365860590004 175.46299761980001 62.020040611300011 13.021216158500001
decision_type=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 8 9 10 11 12 13 14 16 -16 -8
right_child=1 2 3 4 -6 6 7 -9 -10 -11 -12 -13 -14 -15 15 -17 -18
leaf_value=0.0095767172461459753 -0.02162773936589444 0.017899563744350356 -0.015706974868466991 -0.015344988021972459 0.013529571376047128 0.017728111040471523 0.0061891970447996636 -0.014390009208036831 0.013862657043250638 -0.013903839130581193 0.020743706211337459 -0.020908801573082333 0.02536108122676033 -0.02873457026135497 -0.014711324929416498 0.02278698812938415 -0.020385511143672319
leaf_weight=0.0014071213180951335 0.0010157090192882577 0.0010671187448718636 0.0011273094242770882 0.0014193428233405967 0.0012509231485090385 0.0016538654587220916 0.0010805672304172757 0.0016588686505139222 0.0014226849322034911 0.0017335979531521517 0.0014571232464884306 0.0012785493573621402 0.0010387142995991923 0.0010371774716445821 0.0010780735383022488 0.0019281210987640018 0.0011709401696332541
leaf_count=443 266 121 260 274 180 174 53 175 136 194 101 141 71 66 60 107 78
internal_value=1.74147e-06 -0.000599237 0.000398701 -0.000519653 0.000371659 -0.000544917 0.00072525 -0.001164 0.000494922 -0.00111639 0.00108519 -0.00224091 0.00101368 -0.00300388 0.00207197 0.00933944 -0.0076315
internal_weight=0.0238258 0.0224187 0.021403 0.0203359 0.0192085 0.0179576 0.0165383 0.0148844 0.0132255 0.0118029 0.0100693 0.00861214 0.00733359 0.00629488 0.0052577 0.00300619 0.00225151
internal_count=2900 2457 2191 2070 1810 1630 1356 1182 1007 871 677 576 435 364 298 167 131
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=19
num_cat=0
split_feature=13 13 9 18 3 7 9 9 17 17 15 5 6 9 10 18 12 7
split_gain=1.28518e-05 4.84006e-05 4.14741e-05 4.81893e-05 6.55299e-05 3.35784e-05 2.29531e-05 8.32466e-05 6.39187e-05 4.78739e-05 5.11913e-05 8.33435e-05 6.57468e-05 6.89434e-05 4.41231e-05 8.18642e-05 4.63967e-05 6.79766e-06
threshold=92.138837046750012 96.429616222950017 64.606296034500005 11.955585097900002 94.92945658615001 22.296968840150004 210.39795333110001 215.80505313260002 204.75389752000004 200.83528241485001 31.385732506450001 21.197160116700001 14.815346158200002 200.80358209610003 62.041548276350007 13.415872650200003 177.99439387375003 22.806258769100005
decision_type=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 8 -8 9 10 12 -12 13 -7 15 17 -16 -13
right_child=1 2 3 4 -6 6 7 -9 -10 -11 11 14 -14 -15 16 -17 -18 -19
leaf_value=-0.0079912827274669727 0.021056877068426967 -0.017585430018538288 0.01953952747871782 0.016661438122900732 -0.025335971912162997 -0.016608886552309726 -0.029110229348630851 0.006515222091888935 0.021222055930971043 -0.01985267107665864 -0.021265020630524628 0.0046111157543053593 0.029680183882299122 0.017800349844752327 0.0065828601644304209 0.033484197322000371 -0.023658780086540033 -0.0070084226638843193
leaf_weight=0.0018546283348613293 0.0011065969451047415 0.0013163230989144291 0.0012761919265869065 0.0012518354929676482 0.0010085492994787093 0.0011358034030525942 0.0011502147759567816 0.0015262722879758476 0.0014435059294131544 0.0012171173768548435 0.0019763696556721611 0.0010114546000838491 0.0012206091937585484 0.0011948704904393426 0.0010185182683334348 0.0010302240026968668 0.001010766240642193 0.0010025022797085178
leaf_count=592 214 215 148 82 240 120 138 185 149 109 155 72 65 111 60 63 109 73
internal_value=1.52114e-06 0.000678472 -0.000406158 0.000755007 -0.000562272 0.000891213 -0.000347427 -0.00879474 0.00135741 -0.0010689 0.00108767 -0.00384436 0.0108785 0.00103175 0.00294187 0.0105559 -0.0084802 -0.00117283
internal_weight=0.0237524 0.0218977 0.0207911 0.0194748 0.0181986 0.0171901 0.0159382 0.00267649 0.0132617 0.0118182 0.0106011 0.00704984 0.00355128 0.00233067 0.00507347 0.00304418 0.00202928 0.00201396
internal_count=2900 2308 2094 1879 1731 1491 1409 323 1086 937 828 532 296 231 377 208 169 145
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=17
num_cat=0
split_feature=3 5 5 5 14 14 5 15 0 13 8 8 16 12 0 15
split_gain=1.20332e-05 3.39807e-05 5.14717e-05 4.35541e-05 2.44829e-05 6.61207e-05 2.55046e-05 6.50082e-05 4.31764e-05 7.77788e-05 3.31168e-05 7.93786e-05 7.43541e-05 5.45147e-05 6.27414e-05 3.82853e-05
threshold=103.44111502715002 25.763052016400003 23.606333875400001 23.151456684850004 414.62864134155001 351.14539855350006 20.766972852450003 36.508287084250007 86.345209775600011 117.47217800995001 8.3434888241000014 8.1436447804000007 18.594956516900002 207.71672397260002 99.744485097750015 31.506101402100004
decision_type=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 -9 -10 11 12 13 14 -1 -12
right_child=-2 -3 -4 -5 -6 -7 7 8 9 -11 15 -13 -14 -15 -16 -17
leaf_value=-0.026037329782556313 -0.0096189687714470472 0.016175937780461894 -0.016923246595178892 0.02050396510050367 0.013410227980646833 -0.022911477847455938 -0.02674006537503389 -0.01028802626024509 -0.0059844526523866303 0.030369507499334321 0.02237534263044309 -0.017459352555211069 0.027407559031785506 0.016557447470113531 0.0041900122755569045 -0.00079110209542677078
leaf_weight=0.0011521336226343621 0.0012323762030730127 0.0013072772686000154 0.0017381433719300806 0.0010852986448270123 0.0012473071048596058 0.0012854743548448627 0.0010862226416156516 0.0019971900700406775 0.0013720383290455416 0.0010305579562412959 0.0016925684888034684 0.0019179058247363592 0.0012679512905382495 0.0013200435198810964 0.0016997316526483888 0.0012330712188468596
leaf_count=194 248 127 221 66 234 239 131 118 95 54 166 185 89 215 433 85
internal_value=1.72682e-06 0.00053025 -0.000437922 0.00104003 -0.000114155 -0.00110326 0.000674481 -0.00483159 0.000577186 0.00960904 0.00361187 3.34369e-05 0.00620079 -0.000244501 -0.00802162 0.0126114
internal_weight=0.0236653 0.0224329 0.0211256 0.0193875 0.0183022 0.0170549 0.0157694 0.00548601 0.00439979 0.0024026 0.0102834 0.00735777 0.00543986 0.00417191 0.00285187 0.00292564
internal_count=2900 2652 2525 2304 2238 2004 1765 398 267 149 1367 1116 931 842 627 251
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=20
num_cat=0
split_feature=2 5 13 17 17 17 15 12 18 17 7 14 18 18 5 0 10 17 7
split_gain=1.33998e-05 3.99209e-05 4.37569e-05 2.97672e-05 4.63186e-05 3.37436e-05 2.6245e-05 2.57853e-05 5.02167e-05 4.3605e-05 4.47444e-05 3.73275e-05 6.32983e-05 5.5566e-05 6.57975e-05 0.00011491 7.96489e-05 4.9595e-05 4.73057e-05
threshold=317.41815758785003 30.372394345600004 117.99105042915001 182.28951942140003 185.01807150455002 178.50558947615002 21.724651858600001 310.47677677450002 17.108018746400003 207.18249964335004 22.398098708400003 202.65261526855002 13.278511569200001 13.24392582145 22.732890661650003 87.29692395375001 72.496961945650014 196.65693750130004 24.550696209100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 -1 8 9 10 -6 12 -12 -13 15 -15 18 -14 -17
right_child=-2 -3 -4 4 7 -7 -8 -9 -10 -11 11 13 17 14 -16 16 -18 -19 -20
leaf_value=-0.0082544994532029146 -0.009639506292913675 0.020066590915179015 -0.020299468636486934 -0.021433713252133803 -0.017637572080851257 0.024348656857031123 0.013091353879028256 -0.015180837619758547 0.023019778636022913 -0.020212826644826508 0.031865642365422615 -0.022418882371472198 -0.0117170891759521 -0.031361257812695227 0.020671256187207155 0.0051259607097838764 -0.011275701445780011 0.016845705847881785 0.032692369034438014
leaf_weight=0.0011329550956372205 0.0013584859110040209 0.0010049275054332561 0.0010434274139644551 0.0010415533309946273 0.0011261314954114357 0.0010329118413218707 0.0011716844195694344 0.0010027202951943112 0.0010007363223093592 0.0010071617845181244 0.0010897158046532249 0.0010114877541798533 0.0011907836956440154 0.0011043527641885209 0.0015746041508634271 0.0015953420207569513 0.001838894644065503 0.0012419131058383631 0.0010208776277956938
leaf_count=336 264 87 109 140 99 96 173 107 279 157 59 102 117 76 115 107 264 102 111
internal_value=1.95263e-06 0.000591089 -0.000330908 0.000701391 -0.00100795 0.00932929 0.00259779 0.000338135 0.00138942 -0.000179003 0.00139808 0.0032353 0.0118365 -0.000484132 0.00262584 -0.00248516 0.00467277 0.00286447 0.0158827
internal_weight=0.0235907 0.0222322 0.0212273 0.0201838 0.0168463 0.00333755 0.00230464 0.0158047 0.014802 0.0138013 0.0127941 0.011668 0.00352241 0.00814556 0.00713407 0.00555947 0.00445511 0.0024327 0.00261622
internal_count=2900 2636 2549 2440 1835 605 509 1695 1588 1309 1152 1053 278 775 673 558 482 219 218
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=18
num_cat=0
split_feature=13 9 18 6 6 3 13 3 18 13 10 10 6 15 15 15 17
split_gain=1.17551e-05 5.55771e-05 2.96574e-05 2.95554e-05 4.59292e-05 4.77736e-05 6.26256e-05 6.35867e-05 6.46372e-05 3.57047e-05 4.24328e-05 3.74567e-05 2.66317e-05 6.55328e-05 5.8331e-05 4.53946e-05 9.69743e-05
threshold=95.99139754765001 41.133939724950004 16.671733559250004 10.715250360100002 12.26528657645 82.234557294150008 107.97116697695002 85.622014538550019 14.371157440600003 113.85351336640001 62.837331883000012 62.132955852800002 16.505385645700006 35.054707749500004 41.657300687350009 39.283112803100003 192.00356210945003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7 -8 9 -9 11 12 15 -14 -15 -11 -17
right_child=2 -3 -4 4 5 6 7 8 -10 10 -12 -13 13 14 -16 16 -18
leaf_value=0.0075149532397635046 -0.016714419190593893 -0.021434755586165258 0.017216279501097977 0.020265768959004293 -0.019080012820083713 0.021655093365782113 -0.022341205236089505 -0.015528054172292811 0.023357304940761849 0.021132845275325812 0.016082178692066372 -0.017742808820164904 -0.022918149940622121 0.019147239243276371 -0.009685798870710069 -0.021574088729122018 0.016608548133138355
leaf_weight=0.0013937479008635355 0.001011771050069366 0.0012650529567814562 0.0010454547769822844 0.0011420880613448167 0.0012738995238365377 0.0013500806670501764 0.0012589319328250885 0.0014865243859838112 0.0011955450516358554 0.00141034222362474 0.0015924308154095521 0.0012426951533517404 0.0013441027773564776 0.0013286306963907757 0.0014868500682998255 0.0012366702630843673 0.0014393052744885418
leaf_count=378 197 406 114 133 164 178 184 175 112 88 99 84 193 89 107 103 96
internal_value=2.5872e-06 -0.00625927 0.000801281 -6.5449e-05 0.000831126 -0.000426726 0.00102467 -0.000829456 0.00113826 -0.00097543 0.000976811 -0.00155826 0.000880827 -0.00475193 0.00392057 0.00661458 -0.0010371
internal_weight=0.0235041 0.0026588 0.0208453 0.0197999 0.0187881 0.017646 0.0163721 0.015022 0.0137631 0.0125676 0.011081 0.0094886 0.0082459 0.00415958 0.00281548 0.00408632 0.00267598
internal_count=2900 784 2116 2002 1805 1672 1508 1330 1146 1034 859 760 676 389 196 287 199
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=18
num_cat=0
split_feature=5 8 13 16 15 9 0 13 16 13 10 6 9 14 17 19 17
split_gain=1.24664e-05 3.04032e-05 5.20142e-05 4.1443e-05 7.83253e-05 5.80451e-05 3.16324e-05 6.03464e-05 3.74165e-05 6.76515e-05 6.29845e-05 3.50122e-05 4.94442e-05 5.38441e-05 4.68573e-05 4.18955e-05 3.38024e-05
threshold=7.7286379265000011 2.5480115570500002 98.238948544700023 15.919962772200003 24.200063469100005 204.42645579255003 95.762878606550018 109.57886493895002 19.974953289850003 113.96105169155001 62.837331883000012 16.385382841850003 190.58777288605003 297.89396894485009 187.45953903175004 14.451165964200003 189.27091549140002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 -4 7 -6 -9 -10 11 -11 14 15 -13 16 -14
right_child=1 2 3 4 6 -7 -8 8 9 10 -12 12 13 -15 -16 -17 -18
leaf_value=-0.009302978783522254 0.013917174853712209 -0.021185910535609108 0.023238123820981029 -0.028024853889591812 -0.020405835361531968 -0.0068672394114681085 0.017727710783233073 0.015540312153239449 -0.023575541857877306 -0.01354844935498763 0.020183610340544084 -0.0014349019599351415 0.012008631832181321 0.015292185629492572 0.026927700103053728 -0.023332887186746989 -0.013684272375065447
leaf_weight=0.0013563814864355024 0.0015850565433979417 0.0011431019432776466 0.0017363669249281467 0.0010156570844590514 0.0013853040375288233 0.0010146999449529293 0.0010124881243083186 0.0016664016871511039 0.0011435061293016977 0.0018416866658589057 0.0016173146801676816 0.0010857941150526247 0.0010103894818872102 0.0010908097505390119 0.0012566016287609595 0.0014264777883193358 0.0010382281746631255
leaf_count=517 164 360 200 204 228 103 122 189 96 125 94 76 71 95 83 109 64
internal_value=2.28952e-06 0.000574177 -0.000458265 0.000766745 -0.00111819 0.0121341 0.00063641 -0.000551897 0.00153532 -0.000492157 0.00205392 -0.0012971 0.00196899 -0.00409053 0.0137805 -0.0101746 -0.00101239
internal_weight=0.0234263 0.0220699 0.0204848 0.0193417 0.0165907 0.00275107 0.015575 0.0145625 0.0131772 0.0115108 0.0103673 0.00874999 0.0069083 0.00456591 0.0023424 0.0034751 0.00204862
internal_count=2900 2383 2219 1859 1556 303 1352 1230 1002 813 717 623 498 339 159 244 135
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=16
num_cat=0
split_feature=16 7 5 6 5 0 6 13 0 9 10 5 15 7 18
split_gain=1.39877e-05 5.50421e-05 2.84115e-05 5.05562e-05 3.68655e-05 3.06637e-05 6.48004e-05 7.3568e-05 5.57935e-05 9.69894e-05 3.96257e-05 7.89641e-05 4.5747e-05 5.3957e-05 5.87292e-05
threshold=10.664975060650002 26.709562027450005 13.264960807550002 13.075305502400001 16.579584939650001 93.972365491700018 14.980350013450002 112.82921081865001 87.181320254150009 203.31429194770001 62.041548276350007 22.204885925350002 35.054707749500004 22.227765484150002 13.24392582145
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 6 -6 -8 10 -10 12 -12 -9 -14 -15
right_child=1 -3 3 4 5 -7 7 8 9 -11 11 -13 13 14 -16
leaf_value=0.0097248074022659951 0.012835844537632186 -0.021194156842495822 -0.017170338810277467 0.017697804847398028 0.021856855642385868 -0.011864311348106307 -0.026290785359832688 -0.013071814058391029 -0.00055699471572317268 0.037091224238916094 0.0020662980927654731 -0.034326046909789319 0.026485963185677378 -0.012238109655912172 0.013111360226919134
leaf_weight=0.0013914783615573472 0.0017395541826601404 0.0012269689875478466 0.0016632075284571278 0.0012397443087605207 0.0013997006891690459 0.0019763891048404673 0.0010405997077958537 0.001581760065601262 0.0018472122243338171 0.0010869221126341699 0.001406284344060815 0.0010350602709978632 0.0010566659061401746 0.0017724727676464848 0.0018868527081283299
leaf_count=443 315 286 244 105 131 273 171 226 94 74 88 131 50 136 133
internal_value=1.95777e-06 -0.00061414 0.000603809 -0.000516521 0.00108182 -0.000198456 0.00143517 -0.000813106 0.00145808 0.0133894 -0.00254785 -0.013363 0.00164469 0.00658065 0.000832801
internal_weight=0.0233509 0.0219594 0.0207324 0.0189929 0.0173297 0.0160899 0.0141135 0.0127138 0.0116732 0.00293413 0.0087391 0.00244134 0.00629775 0.00471599 0.00365933
internal_count=2900 2457 2171 1856 1612 1507 1234 1103 932 168 764 219 545 319 269
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=18
num_cat=0
split_feature=2 5 8 6 18 18 13 6 14 5 13 0 0 10 16 8 15
split_gain=1.20191e-05 3.11977e-05 5.36163e-05 2.3216e-05 3.31344e-05 3.92075e-05 5.90276e-05 0.000104913 2.63813e-05 5.76909e-05 8.20831e-05 5.00861e-05 4.87671e-05 3.31106e-05 4.40294e-05 5.92515e-05 8.77648e-05
threshold=325.75432260090003 30.133297129900004 8.8430989333000021 16.625388449550005 12.903279561150002 13.086509421050001 117.64961624655002 16.455384477450004 386.55805551320003 22.334016245700003 117.07428620665002 92.031298721500022 102.21786657775002 78.220689305400015 15.444963882950001 8.2435668022500028 28.777417478550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 10 11 -7 13 14 -13 16 -16
right_child=-2 -3 -4 -5 5 6 -8 -9 -10 -11 -12 12 -14 -15 15 -17 -18
leaf_value=-0.016331504618356238 -0.010045466111686066 0.016693903782610653 -0.019634905364584607 0.014851788274392361 0.016947831032023665 -0.017689938573269014 0.022670005148289096 -0.026078048576820924 0.015299141737658723 -0.020542189527895549 0.028164102252025064 -0.014486772124585379 -0.012746313370224069 0.020920675888955853 0.031374407570240799 -0.0089180456167933086 -0.0052386367155662569
leaf_weight=0.0011486084505274432 0.0011326300652097559 0.0011311149764010485 0.0013497343388545772 0.0011349775026414126 0.001450052124438341 0.0014984851448823508 0.0010515044655789998 0.0015951342166358124 0.0011856706855696625 0.0012646739415270386 0.0010816739723225046 0.0011623135772519111 0.0017294219124619568 0.001230027232392651 0.0015858269006067335 0.0014295018861479906 0.0011150657720066792
leaf_count=112 231 100 142 166 126 145 58 141 191 123 63 145 528 152 173 171 133
internal_value=2.0764e-06 0.000515997 -0.000354862 0.000968589 0.000118138 0.0012053 -0.000227748 -0.00184607 0.00106398 -0.000331259 0.00202837 -0.000870962 0.00218315 0.00614151 0.00270682 0.00754519 0.0162587
internal_weight=0.0232764 0.0221438 0.0210127 0.0196629 0.018528 0.0173794 0.0159293 0.0148778 0.0132827 0.012097 0.0108323 0.00975064 0.00825216 0.00652274 0.00529271 0.00413039 0.00270089
internal_count=2900 2669 2569 2427 2261 2149 2023 1965 1824 1633 1510 1447 1302 774 622 477 306
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=19
num_cat=0
split_feature=9 8 14 12 18 3 7 18 6 18 18 7 0 15 17 17 12 16
split_gain=1.08475e-05 2.88143e-05 7.74612e-05 4.60887e-05 3.25293e-05 6.86028e-05 2.9594e-05 2.77157e-05 4.27067e-05 4.30018e-05 4.26432e-05 7.67853e-05 5.40994e-05 6.13687e-05 4.93443e-05 6.35705e-05 2.49788e-05 3.88965e-05
threshold=38.136666659400014 2.8477776226000002 339.33625208505003 323.71033162625002 11.955585097900002 94.507368659650012 22.296968840150004 16.915500282450004 13.665319288000001 15.312071772700003 13.954623666350001 23.124786352450005 87.181320254150009 42.670190152050004 191.06791329340004 188.54236693505001 114.86856072930001 19.974953289850003
decision_type=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 -6 8 -8 10 11 14 13 -13 15 -10 -12 -18
right_child=1 3 -4 -5 5 -7 7 -9 9 -11 16 12 -14 -15 -16 -17 17 -19
leaf_value=-0.0090956511080957127 -0.0079012129277427068 0.01536445797050329 0.030885279593982518 -0.019853429054100043 0.015825310980397161 -0.024018777006843767 -0.016610844954000635 0.015820226507889956 -0.0099213758452779983 0.020052107805627675 -0.023215994535671015 -0.011468157250459299 0.030918904716830127 0.022422689091849361 -0.022013436148045365 0.021383958599119623 0.0061861751394645002 -0.017715699759360538
leaf_weight=0.0012403022671004229 0.0010149888785343049 0.0013746996900098991 0.0010450524854341836 0.0011757956106689801 0.00125451386441472 0.0011682421203436854 0.0016160820534031296 0.0010109945174212589 0.0017735680540535313 0.001048241211103528 0.0010157789147918618 0.0011181361773999754 0.0012482303050092014 0.0010232541400728573 0.0013062903822475018 0.0010227054379487637 0.0014737807708578589 0.0012654375870034679
leaf_count=408 205 153 88 211 91 240 277 236 127 103 104 65 72 70 100 71 181 98
internal_value=2.8081e-06 0.000516788 0.0117751 -0.000648912 0.000557318 -0.000616223 0.00107382 -0.000166317 -0.00132811 0.000680616 -0.00112481 0.00323435 0.0143718 0.00472644 -0.00596765 0.0015282 -0.00982247 -0.00485578
internal_weight=0.0231961 0.0219558 0.00206004 0.0198958 0.01872 0.0173453 0.016177 0.0149225 0.0139115 0.0122954 0.0112472 0.00749218 0.00338962 0.00214139 0.00410256 0.00279627 0.003755 0.00273922
internal_count=2900 2492 293 2199 1988 1835 1595 1504 1268 991 888 505 207 135 298 198 383 279
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=17
num_cat=0
split_feature=17 7 17 17 7 18 0 17 16 4 12 17 9 17 4 2
split_gain=1.17302e-05 3.01051e-05 3.57621e-05 4.94055e-05 2.99825e-05 5.18414e-05 2.39565e-05 5.22236e-05 3.31484e-05 5.9234e-05 4.30499e-05 6.40017e-05 3.9932e-05 4.54405e-05 8.78135e-05 5.59501e-05
threshold=166.83257850275001 20.940097048150005 179.88087463185005 183.00613681885002 22.398098708400003 13.064341268650002 86.345209775600011 192.00356210945003 22.634947069650003 368.42487879595006 201.24780035400002 201.18214207610001 210.39795333110001 196.91396350930003 217.34171987710002 107.86920410340001
decision_type=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 -7 9 10 12 -12 13 14 -8 -15
right_child=1 2 3 4 5 6 8 -9 -10 -11 11 -13 -14 15 -16 -17
leaf_value=-0.010225952346580081 0.013000645838542178 -0.015340892892174694 0.0212818003379521 -0.014582025389827662 0.022148549099995099 -0.026231117162342821 -0.0064329679820434712 0.0025712086732580033 0.017722032413511363 -0.017091811521073582 0.025616699059879462 -0.0031099351842460918 -0.020346398686014705 0.0066295526365109424 0.025425039604318828 -0.026084189311612407
leaf_weight=0.001069171391954264 0.0017715703867126576 0.0015208650599372242 0.0010883465595129807 0.0014243892293139297 0.0010400525075724724 0.0010983515041050253 0.0018863859592421345 0.0014748204305897546 0.0010677056811232441 0.0018502972652864368 0.0016510529148750334 0.0014626345382780376 0.0010189670599603205 0.0010010271175683767 0.001598293740334232 0.0010943512283052848
leaf_count=324 221 218 100 139 86 102 171 142 72 352 178 193 159 98 155 190
internal_value=3.38632e-06 0.000499412 -0.000592773 0.000603063 -0.000670721 0.000549125 -0.000928427 -0.00972299 0.00086323 -0.000693478 0.00243045 0.0121225 -0.00214268 0.00118148 0.00817912 -0.0104558
internal_weight=0.0231183 0.0220491 0.0202775 0.0187567 0.0176683 0.0162439 0.0152039 0.00257317 0.0126307 0.011563 0.00971271 0.00311369 0.00659903 0.00558006 0.00348468 0.00209538
internal_count=2900 2576 2355 2137 2037 1898 1812 244 1568 1496 1144 371 773 614 326 288
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=18
num_cat=0
split_feature=5 5 15 5 14 14 5 5 8 3 18 4 6 10 2 18 14
split_gain=1.20992e-05 5.56637e-05 5.36137e-05 4.10178e-05 2.41487e-05 5.331e-05 2.48e-05 7.31681e-05 4.26586e-05 8.61386e-05 3.39176e-05 3.15367e-05 2.59607e-05 8.88471e-05 6.59868e-05 7.1633e-05 4.48387e-05
threshold=23.606333875400001 25.556820288350004 35.054707749500004 23.151456684850004 414.62864134155001 351.14539855350006 20.766972852450003 21.197160116700001 8.543332867800002 93.394346993650018 13.565012728250002 168.72122291465004 14.905348261050003 71.225321249950014 203.55719022600002 15.711526640050002 260.30561409695002
decision_type=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 10 -8 9 -9 -1 -12 13 -13 15 -15 -17
right_child=1 2 -4 -5 -6 -7 7 8 -10 -11 11 12 -14 14 -16 16 -18
leaf_value=0.016892153003522155 -0.01925832453332017 -0.0074569402798512667 0.022213191009959554 0.020183941440632583 0.013556292524011604 -0.020977419090897398 -0.027958698698360082 0.021519809219615237 -0.012972835216902831 -0.014898287931499207 -0.015153642037904192 0.030392001254990121 -0.0090600237959146332 -0.022682677887755524 0.021861754266617635 0.019153535805481785 -0.0097266873580681076
leaf_weight=0.0015893031455434361 0.0016351336656275041 0.0015240176366554947 0.0010144013681445893 0.0010608136770741084 0.0012142983669113051 0.0012423227185216412 0.0010975791942437405 0.0017762582660126424 0.0014406713056498571 0.0010238338189732662 0.0010609490379539831 0.0012061908970284335 0.0013834301640330698 0.0015517838200708152 0.0010728838117309847 0.0011363950075377691 0.0010202256155311049
leaf_count=97 220 275 99 66 234 240 82 133 96 87 105 123 111 303 145 233 251
internal_value=3.41992e-06 -0.00486908 0.00439982 0.00108069 -5.67586e-05 -0.00105245 0.000559141 -0.00494631 0.00100967 0.00820379 0.00349193 0.000966155 0.0032864 0.00613908 2.07217e-05 -0.00629814 0.00549126
internal_weight=0.0230505 0.00417355 0.00253842 0.0188769 0.0178161 0.0166018 0.0153595 0.00533834 0.00424076 0.00280009 0.0100212 0.00843186 0.00737091 0.00598748 0.00478129 0.0037084 0.00215662
internal_count=2900 594 374 2306 2240 2006 1766 398 316 220 1368 1271 1166 1055 932 787 484
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=17
num_cat=0
split_feature=4 4 4 4 16 15 17 2 16 19 7 15 6 9 3 6
split_gain=1.23399e-05 5.79938e-05 4.32527e-05 3.77858e-05 3.36895e-05 5.97186e-05 9.51054e-05 6.49131e-05 0.000192177 9.24717e-05 8.50636e-05 5.80256e-05 3.14242e-05 6.33536e-05 5.91233e-05 6.91459e-05
threshold=240.32447338110003 254.49455531690003 221.58417634125001 206.65670169075003 22.664946999500003 39.940798674500009 199.14656950540004 210.98514341730004 19.254954973500002 12.951044929850001 26.185885009700005 15.42678483595 16.515385879350003 194.46727572990002 90.025708956200006 14.835346625500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 5 7 -7 8 10 11 -3 -9 14 -14 15 -1
right_child=1 4 -4 -5 -6 6 -8 9 -10 -11 -12 -13 13 -15 -16 -17
leaf_value=-0.0063992123033620374 -0.021305780682135751 -0.017114241048808595 0.016489368532819921 -0.016353567025859925 0.01726962655883563 -0.032621536601658209 0.0068518639976105928 -0.012661240207895774 0.048874676596657146 -0.028108194808146643 0.020337941605312243 0.016849962490194544 0.028996133151621636 -0.003804037388906729 -0.017605020493130216 0.022888833099421017
leaf_weight=0.0019853503613359511 0.0013987864848228693 0.0015196375468665303 0.0018328310195666235 0.0012701400330548309 0.0010584267956324231 0.0013666885582930628 0.0011029687031473352 0.0011440221643858198 0.0010413683614962643 0.0012712425623601017 0.0010091739928174345 0.0015954069088175878 0.0011253632869843086 0.0012352277940085622 0.0016579589212492533 0.0013571084886123685
leaf_count=267 168 296 204 168 95 163 84 266 61 190 220 253 149 90 124 102
internal_value=3.57786e-06 -0.00211634 0.00253754 -0.000425139 0.000299906 -0.00148719 -0.0149924 0.00291248 0.0127203 -0.00581811 -0.00216818 0.00452569 0.00232331 0.0118328 -0.00216591 0.00549235
internal_weight=0.0229717 0.0125077 0.010464 0.00863115 0.0111089 0.0100505 0.00246966 0.00758085 0.00357018 0.00401067 0.00252881 0.00273943 0.00736101 0.00236059 0.00500042 0.00334246
internal_count=2900 1796 1104 900 1628 1533 247 1286 577 709 516 519 732 239 493 369
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=17
num_cat=0
split_feature=6 8 6 16 19 7 14 4 6 17 5 12 15 8 0 7
split_gain=1.185e-05 5.07861e-05 4.21399e-05 3.46966e-05 5.50786e-05 1.77297e-05 7.46279e-05 6.62713e-05 4.67747e-05 3.02502e-05 3.64096e-05 4.10195e-05 5.16142e-05 6.3012e-05 6.59779e-05 2.3411e-05
threshold=13.075305502400001 7.7439566930000003 13.775321858200002 11.934972090850001 12.050972309250001 24.176224535650004 216.12004062900004 304.31890565600003 14.955349429350003 171.14418113535001 25.763052016400003 97.055914627000007 37.434800281900003 8.543332867800002 86.135510041400025 23.195026784100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -5 8 -7 -8 -4 -10 11 -11 15 14 -14 -13
right_child=2 -3 5 4 -6 6 7 -9 9 10 -12 12 13 -15 -16 -17
leaf_value=-0.01212117514595578 0.020447189411509095 -0.023599923608575643 0.019738494879737445 0.020963292787610114 -0.0060576028572282888 -0.029050456429667422 0.016055072728867466 -0.015158221219096152 -0.01417019554412074 0.016173870677454055 0.019039927576897278 -0.026454436007054771 -0.0053504184673346961 -0.01426811153959317 0.021746317810178814 -0.0058014726311632651
leaf_weight=0.0014386009216941593 0.0010770070159752806 0.0010692052601933271 0.0013074977153980623 0.0014334071826776623 0.0015924207386441621 0.0010227117538219861 0.0015728601919174634 0.0011985546032218515 0.0013700414093391787 0.001268301603612799 0.0010770612116662607 0.0011007650588631401 0.0016465857932045896 0.001623603157964078 0.0019781238758184161 0.0010946635385866467
leaf_count=503 140 226 110 201 298 124 148 142 250 72 150 85 140 119 104 88
internal_value=4.94902e-06 -0.00402412 0.00129089 0.000664172 0.00674284 2.21047e-05 -0.00596338 0.00255625 0.00184374 -0.000252957 0.00169484 -0.000449515 -0.00328189 0.00210377 0.00943717 -0.0161567
internal_weight=0.0228714 0.00553363 0.0173378 0.00446443 0.00302583 0.0162608 0.00379413 0.00277141 0.0124666 0.0111591 0.0097891 0.00871204 0.00744374 0.00524831 0.00362471 0.00219543
internal_count=2900 1228 1672 1002 499 1532 414 290 1118 1008 758 608 536 363 244 173
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=18
num_cat=0
split_feature=5 17 4 14 4 6 13 7 9 6 4 4 7 6 19 19 19
split_gain=1.16799e-05 2.42743e-05 2.86459e-05 4.76947e-05 4.94269e-05 6.11861e-05 5.80122e-05 6.61083e-05 4.72502e-05 4.33193e-05 4.05432e-05 3.78839e-05 2.77038e-05 4.41972e-05 3.01865e-05 4.27361e-05 6.5449e-05
threshold=7.7286379265000011 212.33270692945004 241.03469907380003 256.83105351225004 269.13081826370006 16.515385879350003 117.53132408880002 22.296968840150004 196.98862600660001 14.925348728400001 221.58417634125001 206.65670169075003 22.124753953150002 16.515385879350003 12.751028791950002 13.751109481500002 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 10 -4 -5 6 7 -6 -9 -10 11 12 -2 14 -14 -16 -17
right_child=1 -3 3 4 5 -7 -8 8 9 -11 -12 -13 13 -15 15 16 -18
leaf_value=-0.0090700964458007155 -0.0088040083445212382 0.01300986243249806 -0.022306749189237592 0.015835441619229357 0.015150719756267915 -0.027150488835268119 0.015997143919533968 -0.030782787183498014 -0.017542723564012038 0.0095841851547069645 0.016884820367557982 -0.016005353525822101 0.016525566523925974 0.023682517710358956 -0.017988840180937066 0.023490763348277197 -0.010382589168777961
leaf_weight=0.0013353344094120282 0.0015297984331777937 0.0014615444227615423 0.0012692671705568691 0.0013744990993817758 0.001062639790238378 0.0010511373983049868 0.0015056225759638806 0.0010740582917381936 0.0013287477686479785 0.0010569476150274135 0.001818841713341803 0.0012032986738094486 0.0010773585174066458 0.0011699458881565122 0.0011916551207323822 0.001065468010247983 0.0012276379571289908
leaf_count=517 225 247 127 134 139 136 124 179 225 65 167 147 117 68 134 78 71
internal_value=4.39238e-06 0.000568824 -0.000340018 -0.00423158 -0.00151769 -0.004887 -0.0010048 -0.00666519 -0.0133658 -0.00552454 0.00333922 0.000428787 0.00315194 0.0063428 0.00189606 -0.00262684 0.00535631
internal_weight=0.0228038 0.0214685 0.0200069 0.00972292 0.00845365 0.00707915 0.00602802 0.00452239 0.00345975 0.0023857 0.010284 0.00846516 0.00726186 0.00573207 0.00456212 0.00348476 0.00229311
internal_count=2900 2383 2136 1129 1002 868 732 608 469 290 1007 840 693 468 400 283 149
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=19
num_cat=0
split_feature=16 7 10 16 16 14 12 13 13 18 15 15 15 17 17 18 17 7
split_gain=1.32639e-05 4.74372e-05 2.64809e-05 5.40484e-05 4.36135e-05 3.20727e-05 6.62756e-05 6.51929e-05 8.26193e-05 5.38621e-05 4.70648e-05 0.0001367 4.57926e-05 4.12172e-05 6.97383e-05 0.000113709 6.95573e-05 3.03274e-05
threshold=10.664975060650002 26.626668929150004 78.220689305400015 14.994964935250001 15.644963415300001 273.92331737140006 197.02116758845003 116.20860268865 117.48293184245001 13.583580954200002 27.008040895250005 28.566186095050004 31.000143748900005 186.52991945525002 188.73286619890004 13.303774303900001 196.65693750130004 22.169188248350004
decision_type=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 10 -7 -9 -10 -6 -12 -13 17 -15 -16 -17 -14
right_child=1 -3 -4 4 5 7 -8 8 9 -11 11 12 13 14 15 16 -18 -19
leaf_value=0.0095644388138347303 -0.022702690539205712 -0.019363921986509207 0.012498200584549375 0.020096526303543454 -0.017502773536825458 -0.024697422553038133 0.026930490407085023 0.020307884480004947 -0.027983932012931152 0.003471256497899677 0.037403850078583621 -0.01967296911040654 0.0010399962381987483 -0.026512122755619462 0.027397096603355181 -0.025833600515808117 0.0080752039919973085 0.025459721357362824
leaf_weight=0.0013639310565610246 0.0010372398364529222 0.00126828295302413 0.0017051726980197813 0.001096882825054323 0.0013309070214666515 0.0014906847337267217 0.0010065039287813762 0.0012950282319178765 0.0010437141995974183 0.0011378523305741101 0.0010048742716539669 0.0012077149892989192 0.0010075861201824798 0.001040920033504561 0.0012438557249581095 0.0012784137101278861 0.00114834801150554 0.0010268911481261661
leaf_count=443 197 296 268 99 284 257 79 95 136 84 96 125 57 62 78 87 88 69
internal_value=3.40282e-06 -0.000606801 0.000576595 -0.000528364 0.000796513 -0.000505182 0.00243965 -0.00720198 0.000299671 -0.0115777 4.39926e-05 0.00265077 -0.00173993 0.00147056 -0.00366586 0.00281292 -0.00978789 0.0133657
internal_weight=0.0227348 0.0213709 0.0201026 0.0183974 0.0173602 0.0162633 0.011296 0.00496728 0.00347659 0.00218157 0.0102895 0.0089586 0.00795373 0.00674601 0.00471154 0.00367062 0.00242676 0.00203448
internal_count=2900 2457 2161 1893 1696 1597 1025 572 315 220 946 662 566 441 315 253 175 126
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=18
num_cat=0
split_feature=16 7 15 3 5 15 10 17 17 16 18 16 13 16 18 18 0
split_gain=1.07557e-05 3.85789e-05 2.19543e-05 6.97021e-05 5.93292e-05 3.51177e-05 3.223e-05 5.25864e-05 3.32537e-05 6.68559e-05 4.05933e-05 7.74545e-05 4.9147e-05 3.32886e-05 0.000121929 7.10514e-05 2.67346e-05
threshold=10.664975060650002 26.626668929150004 17.382777826050003 79.47351079420001 15.821180766350002 23.516184833950003 57.729261435100007 179.88087463185005 189.27091549140002 22.614947116400003 15.042884401850001 19.774953757550005 113.58197909515002 22.604947139800004 13.809421053700001 13.5308213324 86.597924839850023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 9 -9 11 -10 -13 14 16 -15 -14
right_child=1 -3 3 4 5 6 7 8 10 -11 -12 12 13 15 -16 -17 -18
leaf_value=0.0086159051857287623 0.01474873480979348 -0.017493346604574796 -0.024514365215512524 0.021082494241939045 -0.016563873345042082 0.016541974944732505 -0.021124864376394926 0.025762561378670785 -0.029961726532032204 -0.0023684023166235181 0.016793225716439802 0.020059811194976671 -0.0077239812744240958 -0.01108671583308914 -0.038510447067035158 0.019012678666285025 0.014545848890507758
leaf_weight=0.001362745712629526 0.0010289100891227405 0.0012637655959440086 0.001114312951256558 0.0013927812357958742 0.001244350136177348 0.0012135919889731022 0.0011305005898798086 0.0014871276304742357 0.0010123125200988048 0.0019560655718263951 0.001054512696251478 0.0010074305592094879 0.0011399687598859015 0.0016047325983449823 0.001066450646001818 0.0015338868071164136 0.0010226507747574942
leaf_count=443 168 296 205 204 216 113 149 124 159 145 134 82 90 141 75 110 46
internal_value=3.40238e-06 -0.000548304 0.000521911 -0.000249301 0.00126409 -0.000411479 0.000908301 -0.000445394 0.00136896 0.00978146 -0.00169883 -0.00402375 -0.000463493 -0.00371048 -0.0108388 0.00362328 0.00280689
internal_weight=0.0226361 0.0212734 0.0200096 0.0189807 0.0178664 0.0164736 0.0152292 0.0140156 0.0128851 0.00344319 0.00944195 0.00838743 0.00737512 0.00636769 0.00322907 0.00313862 0.00216262
internal_count=2900 2457 2161 1993 1788 1584 1368 1255 1106 269 837 703 544 462 211 251 136
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=17
num_cat=0
split_feature=5 8 12 18 3 8 0 17 9 9 9 14 14 8 15 17
split_gain=1.14335e-05 2.56715e-05 3.73484e-05 2.80357e-05 5.91331e-05 2.60582e-05 4.34374e-05 2.95485e-05 4.10697e-05 5.32727e-05 6.11986e-05 5.13085e-05 4.36908e-05 4.25541e-05 5.45948e-05 2.59552e-05
threshold=7.7286379265000011 2.8477776226000002 323.71033162625002 11.955585097900002 94.507368659650012 7.943800736700001 100.67200315280002 203.93111730270002 211.98908248575003 204.17620834730005 201.2906445504 161.53444867420004 274.51613272600008 8.3434888241000014 39.466660082200001 193.01551328760004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 -5 8 9 10 11 -7 13 15 -15 -13
right_child=1 2 -4 4 -6 7 -8 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=-0.0090122198724716905 0.011636481695471147 0.01452044376317731 -0.018058630882087919 0.023631577632438523 -0.022598862916278419 -0.017761617576144095 -0.0038730436127106349 -0.013019203381333617 0.019165630891488417 -0.017829197730556679 0.021379763636302573 0.0076799901040181737 -0.014782765883380856 -0.019431964426522494 0.011564007002486757 0.028033013660150333
leaf_weight=0.0013245017654171408 0.0019060229839179118 0.0013356321060282094 0.0011433576599587615 0.0012377123352645585 0.0011326261141129069 0.0015270405099383532 0.0010710606037958245 0.0016834491252230291 0.0011419532591914585 0.0015646068924129704 0.0013995506508946258 0.0016449453994088654 0.0011535147613238516 0.0010847081263880738 0.00119349127612247 0.0010120662661528002
leaf_count=517 222 153 199 167 240 83 240 197 133 182 100 105 141 70 82 69
internal_value=1.88621e-06 0.000564214 -0.000527802 0.000574586 -0.000531062 0.00105952 0.0108719 -0.000630452 0.00114877 -0.000795895 0.00216023 -0.00137174 0.0027388 0.00683415 -0.00319396 0.0154325
internal_weight=0.0225562 0.0212317 0.0193257 0.0181824 0.0168467 0.0157141 0.00230877 0.0134053 0.0117219 0.0105799 0.00901532 0.00761577 0.00608873 0.00493521 0.0022782 0.00265701
internal_count=2900 2383 2161 1962 1809 1569 407 1162 965 832 650 550 467 326 152 174
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=17
num_cat=0
split_feature=7 15 10 0 7 7 13 17 5 14 16 15 10 18 5 4
split_gain=1.29938e-05 6.70476e-05 3.91168e-05 8.12345e-05 4.2974e-05 1.92939e-05 3.48988e-05 3.92561e-05 4.68771e-05 3.8666e-05 3.39487e-05 2.43997e-05 4.93182e-05 4.48107e-05 7.00954e-05 5.84603e-05
threshold=27.406980840450004 15.867801003350001 80.371455809750003 98.615332683000005 25.256598800350002 24.176224535650004 106.77211465075001 171.14418113535001 25.556820288350004 274.51613272600008 18.744956166100003 41.863529088250004 61.950140699950005 13.278511569200001 20.950952025950006 175.46299761980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -8 9 11 -7 12 -9 15 -15 -14
right_child=-2 2 -4 -5 -6 10 7 8 -10 -11 -12 -13 13 14 -16 -17
leaf_value=-0.025785147090600143 0.0092388805444770569 0.01553031278672995 0.017647234732434579 -0.02689104657224577 0.017937950802485978 0.004937758487676162 -0.016827079883660123 -0.019948925588731608 0.020478697688984027 -0.013591649739834739 -0.016781504291836925 0.014898209604948774 -0.0017006833310851907 0.0077164968979689125 -0.025124802816531063 0.029850178755088191
leaf_weight=0.0010083222507743196 0.0014263976860875082 0.0015274402939905044 0.0012671614332208847 0.0010985987592311 0.0014012048657880199 0.0012438699033606544 0.0013140729518777558 0.0010508614069905135 0.0011586449387236903 0.001896999636592153 0.0017076964827218988 0.0012912943966205716 0.0011811067470830494 0.0017034510886317911 0.0010508101706039538 0.0011680480452124775
leaf_count=297 440 216 188 214 177 147 239 67 153 170 172 91 64 134 65 66
internal_value=2.05423e-06 -0.000623273 0.000641417 -0.000505173 0.00113296 -0.000312167 0.00130627 -0.000532562 0.00150646 -0.000846438 -0.00762842 0.00240082 -0.000221395 0.00384077 -0.00481317 0.0139871
internal_weight=0.022496 0.0210696 0.0200613 0.0187941 0.0176955 0.0162943 0.0133427 0.0118153 0.0105012 0.00934257 0.00295157 0.00744557 0.00615428 0.00510342 0.00275426 0.00234915
internal_count=2900 2460 2163 1975 1761 1584 1265 1049 810 657 319 487 396 329 199 130
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=17
num_cat=0
split_feature=9 16 9 16 9 9 9 19 3 16 5 18 10 5 5 13
split_gain=1.08337e-05 6.46948e-05 6.24842e-05 5.85929e-05 3.20706e-05 3.75617e-05 3.23367e-05 8.56208e-05 5.19317e-05 4.10696e-05 6.91645e-05 5.96957e-05 2.72715e-05 8.70422e-05 7.16808e-05 5.05172e-05
threshold=64.606296034500005 14.224966735800002 71.82068887245002 11.599972874200001 181.61255275325001 187.70546222865002 195.74493321760002 14.251149826300002 93.491131486350014 17.844958270700005 18.725555412050003 15.946034773700001 62.837331883000012 22.000536998450006 23.721757872050002 113.92610173585001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 -4 -6 7 -7 -9 11 -11 -8 13 -12 -15 -14
right_child=2 -3 4 -5 5 6 9 8 -10 10 12 -13 15 14 -16 -17
leaf_value=-0.010035917385693236 0.023269374022939441 -0.023462651304746441 -0.017449848214704439 0.022896969393951933 0.014267906404070727 -0.027942424064455018 -0.027055544557741423 0.017005452157752579 -0.01320263585097361 0.023546618508941346 -0.028670805162229692 0.0029193329856651348 -0.0045221944039118382 0.019661295048255943 -0.0097672641318348862 0.02431679124853096
leaf_weight=0.0011679533105669005 0.0011749267427844405 0.0012353740827281239 0.0010551061278476484 0.001005188881409505 0.0017779212723434213 0.0014723549322353483 0.0011017133535757275 0.0012251019055633525 0.0010627988312084731 0.0016303471520775518 0.00108407948181917 0.0016737945272213353 0.0012841647763681529 0.001551103149723787 0.0017746605288608227 0.0011525692201014293
leaf_count=332 120 231 332 169 132 165 167 85 102 171 79 335 167 84 138 91
internal_value=1.53941e-06 -0.00519019 0.000931902 0.00519722 -0.000538753 0.000523925 -0.00110375 -0.00913222 0.00297289 0.00157915 0.00503607 -0.00897893 0.000628231 -0.00406325 0.00395792 0.00911858
internal_weight=0.0224292 0.00340852 0.0190206 0.00217314 0.0178457 0.0167906 0.0150127 0.00376026 0.0022879 0.0112524 0.00847692 0.00277551 0.00684658 0.00440984 0.00332576 0.00243673
internal_count=2900 732 2168 501 2048 1716 1584 352 187 1232 730 502 559 301 222 258
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=17
num_cat=0
split_feature=16 7 2 18 5 0 6 17 6 6 5 17 15 7 12 6
split_gain=1.20291e-05 3.95024e-05 2.90766e-05 2.93285e-05 4.0234e-05 3.91254e-05 7.7969e-05 8.12491e-05 5.43273e-05 5.42906e-05 7.90206e-05 4.49997e-05 4.78704e-05 6.1382e-05 2.43746e-05 3.79262e-05
threshold=9.6249774926000011 26.709562027450005 308.2991537635001 11.955585097900002 24.779543538450003 86.232294534150014 16.445384243750002 187.45953903175004 16.435384010100005 16.285380505300001 20.950952025950006 177.83257937300002 33.005488016050009 23.824098587650003 165.68766602795003 14.185331438000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -5 -8 9 10 11 -7 13 -13 15 -15
right_child=1 -3 -4 4 -6 8 7 -9 -10 -11 -12 12 -14 14 -16 -17
leaf_value=0.0097108104110070325 0.01397854045449584 -0.018187726156010837 0.016682732697156918 -0.015765995475900772 -0.01964664449227713 0.019802319524663249 -0.0061111821611010836 0.028179882302803629 -0.01886538322105083 0.019785272168146885 -0.023188386164748477 -0.022595658182447326 0.017130058955615483 -0.0064015997527967182 -0.0082388975657904581 0.019378054548496088
leaf_weight=0.0012069813326305396 0.0013203598772366541 0.0011982918138521868 0.0010525112980726723 0.0010108416451314818 0.0011394489631014601 0.0011281859150118713 0.0010581326701915514 0.0019912830723414127 0.001839796497189434 0.0011995422434765155 0.0015811916531189548 0.0015364643535623439 0.0011112793166989654 0.0010491505696482439 0.0016743570260229212 0.0012512933478796007
leaf_count=354 151 326 168 113 231 144 91 139 123 72 149 189 107 168 252 123
internal_value=9.86546e-07 -0.000553337 0.000506196 -0.000395064 -0.00147516 -0.000215052 0.00830262 0.016281 -0.00301056 -0.000240795 -0.00281498 0.0013413 -0.00180363 -0.00562138 0.000940055 0.00762087
internal_weight=0.0223491 0.0211421 0.0199438 0.0188913 0.017571 0.0164315 0.00406026 0.00304942 0.0123713 0.0105315 0.00933192 0.00775073 0.00662254 0.00551127 0.0039748 0.00230044
internal_count=2900 2546 2220 2052 1901 1670 343 230 1327 1204 1132 983 839 732 543 291
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=19
num_cat=0
split_feature=3 7 7 16 0 14 2 14 2 7 5 2 9 9 17 16 7 18
split_gain=1.43867e-05 3.43297e-05 2.8134e-05 4.37563e-05 3.88912e-05 3.57141e-05 7.4198e-05 6.87254e-05 4.90743e-05 3.95606e-05 3.7666e-05 3.55874e-05 3.62267e-05 4.44292e-05 6.41401e-05 4.26353e-05 6.28461e-05 7.98128e-05
threshold=103.44111502715002 20.778835947700006 21.841300704500004 22.704946905950003 85.716110573100011 315.57679249195007 203.55719022600002 345.61424191910004 185.26507771735001 22.580174331950005 20.361635946650004 168.58119165855001 210.39795333110001 190.24759545780003 199.55131508320002 22.514947350300002 23.699538637550003 14.732667293750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 6 8 -7 9 -6 -9 12 13 -11 15 16 -15 -18
right_child=-2 2 3 -5 5 7 -8 10 -10 11 -12 -13 -14 14 -16 -17 17 -19
leaf_value=0.016092979976884313 -0.010899929231902075 -0.016724048634786649 -0.019120481193662386 0.020416113763338923 0.020521658567925972 -0.028714381129407086 0.028339360844210067 -0.0089075845755531621 -0.017495753703434126 -0.013673415713060428 0.014799141878827844 0.016407558093211413 -0.019065235801534217 0.037453265798913497 -0.017022092106066578 -0.0054966309108901721 -0.011545795016361451 0.0273987985139546
leaf_weight=0.001338512076795236 0.0011482442001255538 0.0010087114215933625 0.0010816972405144265 0.0010339982571156417 0.0011489354424244784 0.0011291720330331347 0.0010607936630020682 0.0016867092110886168 0.0013131033454246719 0.0015928848860887702 0.0011120828211812249 0.0012670274796366598 0.0010371778783269392 0.001004920048877977 0.0010315629043468992 0.0011730217788336744 0.0011011090704404758 0.0010079405163567943
leaf_count=158 248 147 138 86 83 175 94 395 178 265 111 173 160 50 128 71 105 135
internal_value=1.23512e-06 0.000593643 -0.000454622 0.000419142 -0.000745872 0.00044669 0.00301722 -0.00788961 0.000716977 0.00302437 0.000512138 0.000842947 -0.00163809 0.00097715 0.00536493 0.0107518 0.0168726 0.0070663
internal_weight=0.0222776 0.0211294 0.0197908 0.0187821 0.0177481 0.0166664 0.0127385 0.00392796 0.0116777 0.0103646 0.00279879 0.00921564 0.00794862 0.00691144 0.00531855 0.00428699 0.00311397 0.00210905
internal_count=2900 2652 2494 2347 2261 2123 1442 681 1348 1170 506 1087 914 754 489 361 290 240
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=17
num_cat=0
split_feature=7 15 10 6 10 18 3 16 6 7 12 5 5 17 19 17
split_gain=1.2598e-05 5.75254e-05 4.77514e-05 5.32613e-05 7.05902e-05 6.23383e-05 2.80174e-05 5.85616e-05 5.36018e-05 2.89732e-05 3.30109e-05 3.75888e-05 4.42616e-05 3.51687e-05 6.02938e-05 1.65427e-05
threshold=27.406980840450004 16.353133686700001 80.371455809750003 13.665319288000001 73.865387134100004 15.312071772700003 85.54673771085001 19.214955067100004 15.365359009150003 23.789355599150003 217.64277969395002 27.160544034850002 23.334907547600004 186.52991945525002 14.451165964200003 201.59899553070002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 -5 -8 -9 10 11 12 13 -10 -15 -11
right_child=-2 2 -4 5 -6 -7 7 8 9 15 -12 -13 -14 14 -16 -17
leaf_value=-0.022822483089289119 0.0091616214392048149 0.0035599038607450994 0.019894024516821821 -0.012447764656115506 -0.030008351068878891 0.024351849919185979 0.021405294905882256 -0.022202959088870676 0.017594551449887558 0.020735779001527049 -0.014812042505929116 0.019301407515790344 -0.01979542190088486 -0.014321953608556549 0.010499842012571745 0.0030486547412280495
leaf_weight=0.0011046734758789261 0.0014065918131691861 0.0011867059479181213 0.001207669417766846 0.0016611984797208516 0.0013269160580756424 0.0011107025216175589 0.0013092048800556226 0.0010724198162615798 0.0011804064486664627 0.0010386342661270467 0.0015000073902034583 0.0010179053223174916 0.0010831438960679611 0.0019869877977747308 0.0019282984277861348 0.0010772735875837353
leaf_count=324 440 165 175 215 285 116 289 88 70 72 175 77 100 113 115 81
internal_value=2.51452e-06 -0.0006171 0.000628854 -0.00063014 -0.0141604 0.00149999 -0.000208577 0.00133237 -0.000878768 0.00123621 -0.0013171 0.00149564 -0.0014377 0.00246444 -0.00209709 0.0117307
internal_weight=0.0221987 0.0207921 0.0196875 0.0184798 0.00251362 0.0159662 0.0148555 0.0131943 0.0118851 0.0108127 0.00869675 0.00719674 0.00617884 0.00509569 0.00391529 0.00211591
internal_count=2900 2460 2136 1961 450 1511 1395 1180 891 803 650 475 398 298 228 153
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=19
num_cat=0
split_feature=17 13 7 16 18 13 5 5 6 16 3 0 0 16 9 16 5 7
split_gain=1.38864e-05 2.7606e-05 4.40893e-05 4.40909e-05 3.23343e-05 2.182e-05 0.000101754 4.32708e-05 3.51e-05 4.74669e-05 6.43947e-05 5.04415e-05 4.49963e-05 3.43678e-05 3.46878e-05 6.114e-05 2.92535e-05 1.52973e-05
threshold=166.83257850275001 117.99105042915001 21.943165609950004 18.714956236300004 12.949570119650001 95.870416931800023 5.2595069053500012 15.299679811400003 14.685343120700002 19.214955067100004 88.727183679150016 88.576630023850015 96.693085119700015 22.624947093000003 202.37225149245003 22.584947186600004 22.504913082700003 26.005367513800003
decision_type=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 -6 17 12 -10 -11 13 -9 14 15 -12 -15 -7
right_child=1 -3 4 -5 5 7 -8 8 9 10 11 -13 -14 16 -16 -17 -18 -19
leaf_value=-0.011369643170273717 0.00096814870570103195 -0.015563653777465073 -0.017673027454988652 0.029514010744040531 0.013669310683780734 0.022288983928034387 -0.029823222157781954 -0.02621260975830202 0.022585412449459191 -0.023538511860963715 0.013001472459812298 0.018634198892196741 0.00030188277463815457 -0.0049482676292943607 -0.023227739575743488 -0.019177797722062715 0.01658318119934923 0.0062120900548700815
leaf_weight=0.0010241802756546575 0.001113342915329738 0.0010117824376423305 0.0010068418504441219 0.0010526829622545808 0.0010490805944912114 0.0012254005493029527 0.0011040178012922171 0.0010737131339949657 0.0010551232809222011 0.0010156152133676006 0.001347697966239207 0.0016690385264226393 0.0015846789937956629 0.0010792219422341989 0.0010049548378500035 0.0010508002927248014 0.0015193250850128791 0.0011447312487020689
leaf_count=324 237 104 63 48 268 206 370 189 108 95 86 109 186 68 76 90 141 132
internal_value=1.87177e-06 0.000553627 0.00136508 0.0148414 -0.000262894 0.000772905 -0.00863182 0.00214385 -0.000222478 0.00255679 0.000124016 0.00325684 -0.0104072 -0.0010193 -0.00763131 -0.00109651 0.00764079 0.0145241
internal_weight=0.0221322 0.021108 0.0200963 0.00216603 0.0179302 0.0169234 0.0021531 0.0147703 0.0124002 0.00974178 0.00868665 0.00767104 0.00265839 0.006002 0.00340345 0.0023985 0.00259855 0.00237013
internal_count=2900 2576 2472 285 2187 2124 638 1486 1148 773 665 570 375 461 252 176 209 338
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=17
num_cat=0
split_feature=3 7 17 16 16 15 15 16 19 3 3 13 6 18 17 8
split_gain=1.5411e-05 2.65279e-05 2.74358e-05 5.48887e-05 8.08973e-05 3.08736e-05 5.005e-05 4.30325e-05 4.93738e-05 4.12059e-05 4.36707e-05 3.75345e-05 5.67285e-05 6.6426e-05 4.97431e-05 4.94928e-05
threshold=103.44111502715002 20.778835947700006 179.88087463185005 9.6249774926000011 14.184966829400002 21.073645951400003 23.900317844600004 18.144957569200002 13.751109481500002 89.227236891450005 90.525762168450015 117.38883580790001 16.395383075500003 13.3584252364 187.45953903175004 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 -9 -10 -11 -12 -13 14 -14 -16
right_child=-2 2 3 4 5 6 7 8 9 10 11 12 13 -15 15 -17
leaf_value=0.014289431990576161 -0.011330456085935367 -0.012504929858174894 0.023129874185249207 -0.027776082604091382 0.015814050156835579 -0.020602806183873241 0.019691247752290322 -0.016220466962733084 0.017636033520138972 -0.017801561643253732 0.017865623211559351 -0.020430114472184083 -0.0038846337530581152 -0.011388471173937719 0.035739110735878626 0.0057316024257652691
leaf_weight=0.0013291010887763978 0.0011382282941813536 0.0016859877191945675 0.0010404404662471825 0.0010240691104620994 0.0013287624169926919 0.0011014997304348599 0.0011939806860202908 0.0016619216566244764 0.0015064862279714495 0.0012227452517095125 0.0013241713901463144 0.0011812186591887101 0.0012535645862590929 0.0018694773075421953 0.001124698081427277 0.0010750049305826351
leaf_count=158 248 354 209 342 138 193 224 234 140 73 76 91 103 153 81 83
internal_value=1.33005e-06 0.000617785 -0.00030959 0.000838564 -0.000536425 0.00122425 -0.000111383 0.00157138 -0.000199167 0.00232288 -0.000225942 0.00251935 -0.00060507 0.00379449 0.012014 0.0210743
internal_weight=0.0220614 0.0209231 0.019594 0.017908 0.0168676 0.0158435 0.0145148 0.0134133 0.0122193 0.0105574 0.00905088 0.00782813 0.00650396 0.00532274 0.00345327 0.0021997
internal_count=2900 2652 2494 2140 1931 1589 1451 1258 1034 800 660 587 511 420 267 164
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=18
num_cat=0
split_feature=5 10 16 16 16 0 13 0 16 6 19 10 12 17 0 2 18
split_gain=1.40974e-05 3.13253e-05 3.05733e-05 2.55643e-05 5.12111e-05 5.30948e-05 3.88392e-05 7.02402e-05 6.5903e-05 2.41045e-05 4.48414e-05 6.23582e-05 4.41699e-05 3.60373e-05 6.98752e-05 2.67338e-05 2.31393e-05
threshold=7.7286379265000011 82.204984254750016 14.479966139550003 15.919962772200003 17.844958270700005 94.776214472700005 112.82921081865001 89.738043936200015 19.154955207400004 16.395383075500003 14.351157895250003 61.966271448700006 187.88381051545005 189.27091549140002 86.458125017100016 163.32842070695003 15.481271036150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 16 -5 6 8 9 -6 12 11 -11 -8 -12 15 -15 -4
right_child=1 -3 3 4 5 -7 7 -9 -10 10 13 -13 -14 14 -16 -17 -18
leaf_value=-0.010133072787834934 -0.0144610152991462 0.016812382179285958 0.00080528458958792543 -0.020079656114079001 0.0034330291446953705 0.019917045406001147 -0.025024103191711673 0.026145153078799541 -0.031637144884963844 0.0031749550303327885 0.018285685639972387 -0.027768402225528989 0.001638879049728789 0.0014190560250121565 0.0217624333259046 -0.021579707059708644 0.022138706047475712
leaf_weight=0.0012918103394754651 0.0014145744743412963 0.0011314561949916221 0.0010269752650344686 0.001237173387816694 0.0011347932790203566 0.0013615378243833206 0.0010596386878845027 0.0010519812593834379 0.0010151909898607758 0.0017468629763832324 0.0019059192037660152 0.0010384055726644782 0.001501995614116485 0.0010110137947769715 0.0010457186919214656 0.0010106602862374513 0.0010069356933113394
leaf_count=517 287 264 130 316 128 162 62 84 108 174 105 133 107 68 61 111 83
internal_value=1.97188e-06 0.000634437 -0.000300934 0.000802382 -0.000530503 0.00109447 -0.000800756 0.00152952 -0.0131266 -0.000979652 0.00179733 -0.00836137 -0.00939046 0.00748663 0.000776658 -0.0100783 0.0113669
internal_weight=0.0219926 0.0207008 0.0195694 0.0181548 0.0161209 0.0148837 0.0135222 0.0113722 0.00214998 0.0103202 0.00775858 0.00278527 0.00256163 0.00497331 0.00306739 0.00202167 0.00203391
internal_count=2900 2383 2119 1832 1619 1303 1141 905 236 821 652 307 169 345 240 179 213
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=18
num_cat=0
split_feature=3 3 10 3 12 13 18 12 16 15 5 4 7 6 9 18 10
split_gain=1.3214e-05 2.88026e-05 3.95017e-05 3.55692e-05 2.91561e-05 2.53829e-05 4.56309e-05 3.46546e-05 4.11082e-05 0.000101529 8.78136e-05 5.63823e-05 3.91438e-05 7.85333e-05 6.50054e-05 4.49692e-05 1.45952e-05
threshold=101.23926781830001 94.260030511650015 61.960894532450006 93.770731131900007 339.47096871995006 92.138837046750012 16.841943054850002 169.57231414775001 19.214955067100004 27.008040895250005 15.299679811400003 194.78797560380002 23.124786352450005 14.925348728400001 204.17620834730005 14.025183600500002 65.004229136100022
decision_type=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 8 9 10 -7 16 -9 14 -14 -15 -10
right_child=-2 -3 3 -5 -6 6 -8 12 11 -11 -12 -13 13 15 -16 -17 -18
leaf_value=-0.01461620953009251 -0.0085449187241881958 0.014635509553763927 -0.014099485312650348 0.018389034698581452 0.015769674461141116 0.018418558274895733 0.020630345299643901 -0.022580760658407542 0.013243761554814493 0.034489283532851946 -0.021264772845736815 -0.023693186787566309 0.00047842465378833708 -0.0018137228939608175 -0.035246729072493196 0.024815661300862945 -0.0036144240906929902
leaf_weight=0.0017519739482084974 0.0016713382925359682 0.0013831354625181902 0.0013853756291575649 0.0011185528026103264 0.0010851651762493536 0.0011068511004570149 0.0010035201014648729 0.0012737026978412239 0.0010251274916868169 0.0012009701454731014 0.0011237948221289847 0.001049365109039968 0.001005371155551716 0.0016488599219277589 0.0010323142059922299 0.0010304692681774724 0.001029101911388608
leaf_count=123 299 162 508 110 208 193 143 178 56 127 128 77 169 100 167 77 75
internal_value=1.15508e-06 0.00070638 -0.000314571 0.00114911 -5.61254e-05 -0.00120757 0.000112523 -0.00153127 0.00350472 0.0110473 -0.00157382 -0.004835 -0.00702498 -0.00282456 -0.0176203 0.00842793 0.00479836
internal_weight=0.021925 0.0202537 0.0188705 0.0171185 0.016 0.0149148 0.0135294 0.0125259 0.00653521 0.00343162 0.00223065 0.00310359 0.00599072 0.00471701 0.00203769 0.00267933 0.00205423
internal_count=2900 2601 2439 2316 2206 1998 1490 1347 656 448 321 208 691 513 336 177 131
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=18
num_cat=0
split_feature=2 12 7 2 4 6 9 10 4 9 2 0 13 15 17 9 17
split_gain=1.22509e-05 3.08719e-05 6.63608e-05 4.62255e-05 3.5124e-05 8.72312e-05 3.44012e-05 4.32325e-05 6.12726e-05 7.56233e-05 3.76921e-05 3.77074e-05 5.44989e-05 4.20625e-05 4.26985e-05 0.000135242 5.32957e-05
threshold=317.41815758785003 254.30002952885002 24.199020305550004 210.98514341730004 277.00048312305006 14.545339849550002 64.606296034500005 78.220689305400015 250.44545574145002 200.41824001715003 147.22108985190002 96.055920542800024 109.51703040195001 30.416602988400005 188.54236693505001 195.39349636155001 185.45203303005005
decision_type=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 -1 8 10 -10 11 12 -8 -14 16 -16 -15
right_child=-2 2 -4 -5 5 -7 7 -9 9 -11 -12 -13 13 14 15 -17 -18
leaf_value=-0.018754684179848699 -0.0095167622115294153 0.025079319390893917 -0.00482891064766784 -0.017753664317869556 -0.0060334681130369515 0.032876328790127141 -0.024030492186535211 0.019906555877955243 0.0014822167034913973 -0.036241266837530303 0.019080155358394409 0.015777704151242803 0.01909847998266076 -0.0009475722933129663 0.028705943650335748 -0.017052282451714511 -0.030344504172354066
leaf_weight=0.0010489945251472834 0.0012735274892396583 0.0014739255563357852 0.0014937018774232396 0.0015060165042348221 0.0012461719170027206 0.001071664024373671 0.0010730481629764553 0.001012907798715987 0.0010855441088678053 0.001041039490916329 0.0011128309595757899 0.0012195294313510976 0.0010055874068112813 0.0015985428296925175 0.0012936025413878838 0.0012900524469330321 0.0010041053668920219
leaf_count=252 264 156 284 209 292 104 189 215 107 100 110 120 185 95 80 77 61
internal_value=1.12307e-06 0.000590185 0.0100255 -0.00099989 0.000566929 0.0119567 -0.00134806 8.55422e-05 -0.00162693 -0.0169848 0.00177608 -0.000493535 -0.00322491 0.000380678 -0.00324857 0.00585827 -0.012289
internal_weight=0.0218508 0.0205773 0.00296763 0.0176096 0.0161036 0.00231784 0.0137858 0.0127368 0.0117239 0.00212658 0.0095973 0.00848447 0.00726494 0.00619189 0.0051863 0.00258365 0.00260265
internal_count=2900 2636 440 2196 1987 396 1591 1339 1124 207 917 807 687 498 313 157 156
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=16
num_cat=0
split_feature=3 7 18 17 17 13 15 17 8 10 7 10 9 9 13
split_gain=1.19708e-05 2.54093e-05 2.38894e-05 2.56211e-05 4.1475e-05 3.38029e-05 5.41285e-05 3.13947e-05 7.8385e-05 0.000107132 7.27647e-05 6.48855e-05 6.93679e-05 4.0664e-05 2.78704e-05
threshold=103.44111502715002 20.778835947700006 12.903279561150002 182.28951942140003 187.45953903175004 89.141206231250024 20.044580420600003 189.27091549140002 8.1436447804000007 66.697957758300021 23.102607264700001 62.837331883000012 199.21354841250005 196.26893085885004 117.54207792135001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 -8 13 10 -10 12 -12 -9 -14
right_child=-2 2 3 4 5 6 7 8 9 -11 11 -13 14 -15 -16
leaf_value=0.014007118648019576 -0.010029652617297127 -0.012715370296388341 0.012319769498920143 -0.015894098812922485 0.018577902789176027 -0.021388343073630817 0.015884973791578827 0.00043084153612822157 -0.015785481954653013 -0.02733337213397842 0.02053174362087724 0.029072381242255797 -0.021686488980438259 0.023681685665527898 0.0010413942530135489
leaf_weight=0.0013136689975475129 0.001128084102442326 0.0014488740821785922 0.0016983957790875628 0.0015963089658235898 0.0010267795254466769 0.0011111378085424369 0.0013773325163958282 0.0013381218705794161 0.0018682384965763065 0.0017330095042878439 0.0011647789196880254 0.0010791499527584847 0.001026082537470191 0.0017178609267081771 0.0011378629750840447
leaf_count=158 248 110 358 257 269 218 117 227 152 260 79 89 67 207 84
internal_value=1.09675e-06 0.000549393 -0.000365482 0.000635546 -0.000591187 0.00108423 -0.000241039 0.00164746 -0.000124756 -0.00532378 0.000753682 0.00776366 0.000855516 0.0135008 -0.00973553
internal_weight=0.0217657 0.0206376 0.0193239 0.0178751 0.0161767 0.0145804 0.0135536 0.0124424 0.0110651 0.00800912 0.00627611 0.00440787 0.00332872 0.00305598 0.00216395
internal_count=2900 2652 2494 2384 2026 1769 1500 1282 1165 731 471 319 230 434 151
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=18
num_cat=0
split_feature=12 12 16 17 15 9 16 7 9 19 16 9 18 7 17 17 6
split_gain=1.18451e-05 3.46521e-05 4.16192e-05 3.78542e-05 3.29265e-05 2.96063e-05 3.89235e-05 3.22887e-05 5.04755e-05 4.11928e-05 6.66978e-05 6.3413e-05 4.89231e-05 0.000120322 5.8218e-05 2.58941e-05 2.09649e-05
threshold=322.29449443480007 254.30002952885002 13.534968349350001 193.92177542215003 43.938093326450009 210.97856947250003 14.779965438000001 24.373474566200006 201.2906445504 13.051052998800001 19.304954856600002 181.61255275325001 13.278511569200001 23.345877066950003 188.07781354100004 199.88268747760003 14.215332138950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -4 8 9 -8 -11 -12 14 -14 -13 -7 -9
right_child=-2 3 4 -5 -6 15 7 16 -10 10 11 12 13 -15 -16 -17 -18
leaf_value=-0.01890050910588606 -0.0076711519880618174 0.026829094603393396 0.021290157765895316 0.0012767827856542823 -0.016819115154218949 -0.0205206749362883 -0.01716433122888401 0.00051493950120247965 0.020983687595433911 0.027701243649251736 -0.022649716951780949 0.00032432204067787268 -0.029041250700022111 0.01681884497011402 0.028022626739135505 0.0019676530711334318 -0.019413344792254109
leaf_weight=0.0011877115165670601 0.0018415291600304201 0.0010015410289369352 0.0011126709238821674 0.0013767140831446294 0.0010296278176208781 0.0010473868768934415 0.0010754366367265317 0.0010515773645818341 0.0015072195500251415 0.0010070619774203808 0.0010348299260965685 0.0017078332758941883 0.0011731755606376737 0.0011166310335575247 0.0013656318453172389 0.0010017092401769026 0.0010600662724016552
leaf_count=527 341 166 128 197 129 120 234 153 127 133 89 96 74 73 73 119 121
internal_value=1.07314e-06 0.000712598 -0.000828344 0.0120375 0.000489237 0.00165698 0.00339155 0.00174559 0.00412088 0.00112392 0.00377989 1.46658e-05 0.0043877 -0.00667744 0.0126315 -0.00952716 -0.00948926
internal_weight=0.0216984 0.0198568 0.0174786 0.00237826 0.0162909 0.0152612 0.0132121 0.0120995 0.00998782 0.0084806 0.00740516 0.0063981 0.00536327 0.00228981 0.00307347 0.0020491 0.00211164
internal_count=2900 2559 2196 363 1669 1540 1301 1173 899 772 538 405 316 147 169 239 274
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=17
num_cat=0
split_feature=17 9 8 3 13 9 9 0 19 9 17 7 5 6 16 12
split_gain=1.11278e-05 2.22365e-05 5.18255e-05 3.44907e-05 3.22407e-05 3.80652e-05 4.77557e-05 3.86943e-05 5.50304e-05 3.56002e-05 3.88251e-05 0.000107202 6.01581e-05 5.03008e-05 5.92261e-05 1.58349e-05
threshold=166.83257850275001 70.238863950400017 1.8485574041500004 94.92945658615001 100.65856086215001 215.80505313260002 207.37918994975004 96.055920542800024 13.751109481500002 185.50567866740002 191.06791329340004 23.124786352450005 21.893521430150003 16.445384243750002 22.554947256700004 245.21706485760004
decision_type=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 -6 -10 12 -12 -11 14 -13 -4
right_child=1 3 15 -5 5 -7 -8 -9 9 10 11 13 -14 -15 -16 -17
leaf_value=-0.010282689834788521 -0.0050452407611450874 -0.014847358169770983 0.0095236339017880124 -0.01857879513871644 -0.018594711429084122 0.018312085148763757 -0.016141269580197747 0.016375181335817512 -0.013659096440492883 0.032611942176402862 -0.029127002603702146 0.014661710214840291 0.0021139590866073384 0.024272523156022421 -0.015764154541152799 0.02727747220402478
leaf_weight=0.0010033166613054511 0.0017695268955382334 0.0013197955379197343 0.0010021813325912232 0.0010527894122330577 0.0013958316105165481 0.0012293312550054657 0.0016247622572761718 0.0016444324262456797 0.0011376596018441961 0.0011233855590830903 0.0010018283636646919 0.0012982699497310346 0.0015244589626157629 0.0012302697777031579 0.0012613612743401087 0.0010073487911519408
leaf_count=324 476 351 146 211 176 150 226 153 71 65 90 81 134 87 86 73
internal_value=1.50687e-06 0.000501831 0.0074343 -0.0010535 0.000114891 0.00147943 -8.32069e-05 0.00216259 -0.000180887 0.00281572 0.00533505 -3.50483e-05 0.0150532 0.00765516 -0.000331859 0.0184234
internal_weight=0.0216265 0.0206232 0.00377906 0.0168442 0.0157914 0.0144716 0.0132423 0.0116175 0.00997307 0.00857723 0.00743957 0.00479173 0.00264784 0.0037899 0.00255963 0.00200953
internal_count=2900 2576 695 1881 1670 1319 1169 943 790 614 543 344 199 254 167 219
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=17
num_cat=0
split_feature=16 13 17 18 0 10 17 3 17 15 10 15 9 16 19 7
split_gain=1.27038e-05 2.90687e-05 2.9447e-05 3.3784e-05 4.51314e-05 8.90541e-05 4.16126e-05 4.97908e-05 4.20279e-05 5.21588e-05 7.27313e-05 7.75384e-05 3.55627e-05 2.60765e-05 3.38759e-05 1.8111e-05
threshold=22.724946859200003 117.64423933030001 168.45154159730004 13.064341268650002 87.181320254150009 64.434276012450013 201.78545703200004 82.979260196300018 198.29010168345002 16.757571343250003 75.645146416450004 29.334060236450004 197.33595066125002 22.614947116400003 14.451165964200003 22.087764922150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 13 -6 8 -8 9 -7 11 12 -11 14 -5 -4
right_child=-2 -3 3 4 5 6 7 -9 -10 10 -12 -13 -14 -15 -16 -17
leaf_value=-0.015834254377266547 0.0085984928530986552 -0.012618426328572706 0.0043173589447098645 -0.016398168147729625 0.025606331043446274 0.016863622029217287 -0.0012291259686020564 -0.028684884612347878 0.021030078982919302 0.0013892887972261736 -0.02545387972741921 -0.016407612923513261 0.026836586236262755 -0.022954448882550844 0.0089703025127777485 0.023157993467720947
leaf_weight=0.0010359380912258144 0.0015921724263718287 0.0018514425218363597 0.0010354518547552082 0.0010814739051167662 0.0014899785786884881 0.0014464570088436237 0.0019312748366790422 0.0010038365414613906 0.0011490672153234181 0.0010986733709759107 0.0012578887673034504 0.0013408003953383914 0.0010980284141441921 0.0011163216643561443 0.0010255419999492905 0.001005832178969393
leaf_count=351 102 167 118 115 104 281 460 149 161 111 247 168 92 113 74 87
internal_value=2.16664e-06 -0.000683271 0.000536455 0.00152934 -0.000109143 0.00275202 -0.00054571 -0.0106193 0.00345474 0.000219283 -0.00480123 0.00254258 0.0141092 -0.0105975 -0.00405064 0.013601
internal_weight=0.0215602 0.019968 0.0181166 0.0170806 0.0150393 0.011816 0.010326 0.00293511 0.00739092 0.00624185 0.00479539 0.0035375 0.0021967 0.00322334 0.00210702 0.00204128
internal_count=2900 2798 2631 2280 2075 1773 1669 609 1060 899 618 371 203 302 189 205
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=18
num_cat=0
split_feature=2 5 8 6 18 18 18 17 6 6 7 18 7 5 5 7 12
split_gain=1.23508e-05 3.3077e-05 5.33744e-05 2.24811e-05 3.60797e-05 3.91658e-05 2.52908e-05 4.96908e-05 2.45372e-05 0.000107837 5.52266e-05 4.30399e-05 9.95292e-05 4.17524e-05 4.03543e-05 3.57211e-05 1.735e-05
threshold=317.41815758785003 30.133297129900004 8.8430989333000021 16.625388449550005 12.933745112000002 13.086509421050001 17.327266398450003 207.79550897605 13.665319288000001 11.865277230300002 24.785467646950003 13.954623666350001 23.124786352450005 11.848158554650002 21.850554661550003 24.176224535650004 156.14558506725004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 7 8 9 13 11 12 16 -7 -14 -13 -10
right_child=-2 -3 -4 -5 5 6 -8 -9 10 -11 -12 15 14 -15 -16 -17 -18
leaf_value=-0.015898249315382126 -0.0096285188846137893 0.018175041409536664 -0.020165738199856863 0.015307066199294578 0.019389784738038655 -0.008028689114417108 0.014052658970066096 -0.022406340417461063 -0.0030917997163844631 -0.033967422550727842 0.020822082424716594 -0.00012678846411139839 0.0028571861637638959 0.018275691205582961 0.026665969225559819 -0.025537021909550841 -0.021010304436761568
leaf_weight=0.0012878899151312255 0.0012539783618629721 0.0010169039828911213 0.0012672695604685263 0.0010444107010714352 0.0011366965498574673 0.0012258962440437784 0.0011942626713171084 0.001014784022346297 0.0011730652016270961 0.0010120633210660979 0.0015092093739890499 0.0012062672861915848 0.0012095309870829851 0.0011883967493669426 0.0017302991821130931 0.0010219171374278857 0.0010019126518139411
leaf_count=128 264 97 142 166 109 315 382 177 82 199 166 107 80 143 105 125 113
internal_value=1.99535e-06 0.000598635 -0.000331121 0.00106869 0.000189398 0.00151548 0.000113064 -0.00113926 0.0006184 -0.00656696 0.00339958 -0.000181271 0.00487185 0.00491922 0.0168703 -0.0117807 -0.011346
internal_weight=0.0214948 0.0202408 0.0192239 0.0179566 0.0169122 0.0156243 0.0144876 0.0132933 0.0122786 0.00342636 0.0088522 0.00734299 0.00511481 0.00241429 0.00293983 0.00222818 0.00217498
internal_count=2900 2636 2539 2397 2231 2103 1994 1612 1435 657 778 612 380 458 185 232 195
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=16
num_cat=0
split_feature=3 5 5 17 17 9 17 12 15 5 4 2 12 8 13
split_gain=1.212e-05 2.34492e-05 3.73065e-05 2.38867e-05 6.85324e-05 4.22355e-05 8.07564e-05 0.000111751 5.33867e-05 3.59215e-05 6.8298e-05 4.25184e-05 8.32883e-05 6.91898e-05 1.75261e-05
threshold=103.44111502715002 25.763052016400003 23.606333875400001 196.91396350930003 193.73902333365001 205.20707599510004 200.96259924040001 234.88438170465002 29.334060236450004 11.848158554650002 299.42191931745009 141.74751097030003 139.31809447045003 8.3434888241000014 110.46605612195002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 9 6 -5 -8 -7 -1 11 12 13 14 -11
right_child=-2 -3 -4 5 -6 8 7 -9 -10 10 -12 -13 -14 -15 -16
leaf_value=-0.017517272396080464 -0.010155563471228875 0.01410844137976025 -0.014989324258243742 -0.029947219646484113 0.020847606379396991 -0.010715364071668898 -0.02179269877194372 0.023659379717136136 0.017790887471752576 -0.025005897441843568 0.026254033271311247 -0.013481703995273351 0.026796178397988302 0.010151929304846985 -0.0066877187319515398
leaf_weight=0.0010172656137531844 0.0011137667572371631 0.0012015954208191388 0.0015842498672126301 0.0013850893272416287 0.0019464141982842168 0.0011523023521083629 0.0010798248707838722 0.001083918160817432 0.0015283801969409754 0.0010482903584250933 0.0010482458994206245 0.0019960588708883321 0.0012012287078093627 0.0019971815441417805 0.0010409374872608623
leaf_count=383 248 127 221 172 194 237 214 165 181 141 138 191 87 148 53
internal_value=1.36042e-06 0.000558322 -0.000293707 0.00103476 0.00377646 -0.00393661 -0.011093 0.000976333 0.00553736 0.000222408 0.00238828 -0.0010464 0.00364788 -0.00315673 -0.015879
internal_weight=0.0214247 0.020311 0.0191094 0.0175251 0.0112956 0.00622951 0.00354883 0.00216374 0.00268068 0.00934921 0.00833194 0.0072837 0.00528764 0.00408641 0.00208923
internal_count=2900 2652 2525 2304 1335 969 551 379 418 1141 758 620 429 342 194
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=17
num_cat=0
split_feature=12 18 18 15 10 0 6 12 15 4 2 12 2 4 7 9
split_gain=1.40004e-05 2.22296e-05 3.87565e-05 6.4311e-05 5.74618e-05 4.15453e-05 3.7352e-05 3.70352e-05 2.72715e-05 3.2485e-05 4.85477e-05 4.71849e-05 3.05763e-05 5.13044e-05 4.43536e-05 2.91935e-05
threshold=322.29449443480007 17.327266398450003 16.329849731700005 17.382777826050003 75.645146416450004 94.776214472700005 14.835346625500001 139.31809447045003 28.452330424200003 277.00048312305006 165.21120286730005 243.55407972130004 147.22108985190002 206.65670169075003 22.124753953150002 193.32717468205001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 -7 -8 10 12 -11 13 14 -10 -16
right_child=-2 -3 -4 4 -6 7 8 -9 9 11 -12 -13 -14 -15 15 -17
leaf_value=0.024257990122109611 -0.0084121073177748171 0.014687512437952131 -0.017557840693047326 -0.018434601104759221 -0.022282211200517585 0.00015014064402823498 0.013983705163817545 0.025898102879679863 -0.016425691237874043 0.02423323977925998 -0.021679808606354128 -0.0044839357408408363 0.014911878363010944 -0.020965239437452508 -0.0021772598506898163 0.016639972055281626
leaf_weight=0.0011269029819965899 0.0018101679217063715 0.0010855598134882063 0.0011817131499894966 0.0011236960180662755 0.0011218527888865884 0.0010586253036404957 0.0013566121794323224 0.0011828013805352451 0.001033574063570632 0.001107793318654497 0.0013135964647430724 0.0011833485767990606 0.0010618020723462962 0.0013054017422792219 0.0016344464469160158 0.0016636870916002522
leaf_count=201 341 360 239 197 254 102 261 167 73 100 117 118 67 86 97 120
internal_value=1.33743e-06 0.000780695 -3.72939e-05 0.00116128 -0.000450626 0.0011794 -0.00102239 0.0137373 0.000655614 -0.00109921 -0.00410174 0.00940115 -0.000654834 -0.00358697 0.00165014 0.00731477
internal_weight=0.0213516 0.0195414 0.0184559 0.0172741 0.0161472 0.0150254 0.012784 0.00224143 0.0116603 0.0103036 0.00801251 0.00229114 0.00669891 0.00563711 0.00433171 0.00329813
internal_count=2900 2559 2199 1960 1759 1505 1236 269 1039 778 560 218 443 376 290 217
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=17
num_cat=0
split_feature=16 16 9 18 17 7 0 15 0 6 2 14 3 16 0 6
split_gain=1.28997e-05 3.01361e-05 5.36854e-05 3.05144e-05 3.67446e-05 6.21957e-05 2.75128e-05 2.60039e-05 5.28039e-05 5.55144e-05 4.9098e-05 6.40373e-05 5.2604e-05 0.000104424 4.22951e-05 3.14839e-05
threshold=11.934972090850001 14.224966735800002 64.606296034500005 11.955585097900002 177.83257937300002 22.227765484150002 85.716110573100011 23.900317844600004 96.055920542800024 14.835346625500001 103.98563613345001 223.45180875365003 93.308316333450009 22.604947139800004 88.576630023850015 16.415383542800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 -5 -6 -7 -8 9 -9 15 -12 13 14 -13 -11
right_child=1 2 3 4 5 6 7 8 -10 10 11 12 -14 -15 -16 -17
leaf_value=-0.0085731952936377379 0.014122852516684921 -0.021143183779107733 0.016758825751587592 -0.018045959043649789 0.023822290067593704 -0.014313712856364008 -0.01060188242909897 -0.020698053419999998 0.020635222708917215 0.028694822385940955 -0.023928682892643525 -0.015822998158867334 -0.014318599110629372 0.031878968808426854 0.011277117432533667 0.003719863319847189
leaf_weight=0.0016208891740005079 0.0015432514212243174 0.0011709257934519627 0.0011451786678075655 0.0010692041923068283 0.0011184284004313446 0.0013401191930940649 0.0017264162656360832 0.0011487996854551196 0.0014119823667292372 0.001016468362985635 0.0010684987079265795 0.001264218115458154 0.0012828937619475986 0.0013046853448486218 0.0010577435081587649 0.0010026360746735463
leaf_count=609 292 231 144 186 92 165 209 210 174 70 86 74 126 82 90 60
internal_value=1.51811e-06 0.000708058 -0.000433942 0.000996063 -0.000145543 0.00115266 -0.000708289 0.00077595 0.00263644 -0.000142279 0.00281058 -0.00174311 0.00308529 0.00924176 -0.00347785 0.0162929
internal_weight=0.0212923 0.0196714 0.0181282 0.0169573 0.0158121 0.0147429 0.0136245 0.0122843 0.0105579 0.00914594 0.00799714 0.00597804 0.00490954 0.00362665 0.00232196 0.0020191
internal_count=2900 2291 1999 1768 1624 1438 1346 1181 972 798 588 458 372 246 164 130
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=16
num_cat=0
split_feature=3 7 7 14 17 2 2 19 16 16 18 6 3 18 16
split_gain=1.32429e-05 2.30254e-05 2.25838e-05 2.35373e-05 4.83559e-05 4.2214e-05 4.52277e-05 4.62992e-05 4.53916e-05 8.41671e-05 8.4293e-05 4.21552e-05 5.61898e-05 5.94651e-05 3.89996e-05
threshold=103.44111502715002 20.778835947700006 22.124753953150002 315.57679249195007 199.14656950540004 203.55719022600002 185.26507771735001 14.551174033150001 22.624947093000003 22.554947256700004 13.740383930250003 12.26528657645 82.234557294150008 14.445615684650003 22.544947280100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 6 7 8 9 10 -4 -12 -13 -14 -6
right_child=-2 2 3 4 14 -7 -8 -9 -10 -11 11 12 13 -15 -16
leaf_value=0.013601835034080835 -0.010656304922727153 -0.012025327011207579 0.027982593576368356 -0.01919536025375989 -0.0084764182851713374 0.021629194764121361 -0.015794240682511233 -0.016531883562582225 0.020597005463808032 -0.022087580387957665 0.015034963796264456 -0.023936817821820527 -0.010227517475701661 0.018332198617427058 0.017800724196447619
leaf_weight=0.0012734718169029663 0.0011049668291105387 0.0015089550598526734 0.0014537269192781577 0.0016381440925096434 0.0012580285672474764 0.0010853275423912479 0.0014104221911419171 0.0010689887309379689 0.001634845973353726 0.0012028749756927016 0.0015350568416341408 0.0010812616703013006 0.0016079162673157746 0.0013338071087627759 0.0010250057870668677
leaf_count=158 248 194 83 349 292 115 207 79 115 75 447 150 140 172 76
internal_value=2.44548e-06 0.000587875 -0.000291588 0.000729772 -0.00608554 0.00272199 0.00105757 0.00323444 0.00537973 0.00235124 0.00654375 0.000936334 -0.0044433 0.00272175 0.00332114
internal_weight=0.0212228 0.0201178 0.0188444 0.0173354 0.00392118 0.0134142 0.0123289 0.0109185 0.00984949 0.00821464 0.00701177 0.00555804 0.00402299 0.00294172 0.00228303
internal_count=2900 2652 2494 2300 717 1583 1468 1261 1182 1067 992 909 462 312 368
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=17
num_cat=0
split_feature=16 0 7 0 16 5 15 15 5 3 18 17 19 16 7 17
split_gain=1.16083e-05 2.70333e-05 7.25296e-05 2.73028e-05 0.000174698 3.21359e-05 0.000144106 3.87771e-05 2.76613e-05 4.63588e-05 5.12988e-05 2.78061e-05 3.91136e-05 6.13116e-05 5.50116e-05 6.17404e-05
threshold=22.724946859200003 85.716110573100011 19.041006859700005 86.232294534150014 22.614947116400003 20.950952025950006 37.434800281900003 42.385947950200006 19.915533535850003 86.302194445500007 14.255915995100002 184.18061320350003 12.751028791950002 18.634956423400002 25.520256579150004 196.91396350930003
decision_type=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 -8 9 10 -5 -12 14 -14 -13 -16
right_child=-2 3 -4 5 -6 6 7 -9 -10 -11 11 12 13 -15 15 -17
leaf_value=0.0093885175766759386 0.0082902900226947719 0.039752167542550794 -0.025055572553039647 0.02362043321006433 -0.01568244192461336 -0.041232808499947801 0.011003662396899773 -0.012593413623287043 0.016095156704909675 -0.015610525302442996 -0.013608952043415768 0.027417589072424271 -0.021978028693108987 0.010382276408257977 0.018087583900578283 -0.015543675169031887
leaf_weight=0.0010655889420804379 0.0015651044083297974 0.0010943471484651307 0.0014341227842412845 0.0010736689719848319 0.0011830861929688664 0.0010049511770782453 0.0019291896792799665 0.0010897941365083279 0.0012391213565971513 0.0015506410063562933 0.0012149052460770247 0.0011753719344191897 0.0012517747862263117 0.0010999738970207673 0.0010493399622455296 0.0011376789709935109
leaf_count=166 102 78 329 118 103 119 131 92 132 163 314 183 270 117 150 333
internal_value=2.741e-06 -0.000659256 -0.0103726 0.000761168 0.0109549 -0.000805708 -0.0084328 0.00248558 0.00203803 0.00021474 0.00328111 0.000129496 0.00305048 -0.00684227 0.00996974 0.00059273
internal_weight=0.0211587 0.0195936 0.00249971 0.0170938 0.00227743 0.0148164 0.00402393 0.00301898 0.0107925 0.00955335 0.00800271 0.00692904 0.00571414 0.00235175 0.00336239 0.00218702
internal_count=2900 2798 495 2303 181 2122 342 223 1780 1648 1485 1367 1053 387 666 483
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=17
num_cat=0
split_feature=3 3 3 0 16 0 16 3 6 10 3 13 0 10 18 16
split_gain=1.26629e-05 2.92714e-05 2.78358e-05 1.71952e-05 0.00018027 3.55689e-05 2.39022e-05 2.38663e-05 5.83917e-05 9.18639e-05 4.15857e-05 4.1883e-05 3.48926e-05 5.46724e-05 5.67875e-05 2.34461e-05
threshold=101.23926781830001 94.260030511650015 93.862138708350017 86.232294534150014 22.614947116400003 86.530713386650021 22.614947116400003 91.334988065750011 15.825369757250002 68.214248143850014 85.622014538550019 107.97116697695002 97.671683879200017 78.220689305400015 16.433295803950003 11.274973634200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 7 8 9 -7 11 12 -11 -14 -15 -16
right_child=-2 -3 -4 5 -6 6 -8 -9 -10 10 -12 -13 13 14 15 -17
leaf_value=0.040148216778607075 -0.0085120270753116702 0.014945288519572983 -0.01650266866610221 -0.017929284116556973 -0.016513353169798423 -0.024833832128298847 0.014484580620787261 -0.013730870612639346 0.022815147434341862 0.015079679304091771 0.02038992466451664 -0.018675821359397628 -0.020521253559406056 0.019083548206971734 0.0054057887971433911 -0.01524484358026193
leaf_weight=0.0010117071027533355 0.0016130030573872174 0.0013443457820321051 0.0010073494392897507 0.0011013547064131499 0.0012617835642479438 0.0014414965903581942 0.0011598091955846721 0.0012331227518329194 0.0010997081895150482 0.0017000126129127768 0.0011212124935973452 0.0010605852331443304 0.0011596028631471957 0.0015383438055334747 0.0010028447299646609 0.0012170141819675684
leaf_count=74 299 162 127 74 107 137 86 95 95 208 144 178 236 210 399 269
internal_value=2.42708e-06 0.000708164 -0.000348343 0.000602819 0.00870114 -0.000638254 0.00074837 -0.000518645 0.000917961 -0.0014334 0.00239991 -0.000227017 0.00272963 -0.0015396 0.00431723 -0.0059157
internal_weight=0.0210733 0.0194603 0.0181159 0.0171086 0.00227349 0.0148351 0.0137338 0.0125739 0.0113408 0.0102411 0.00879962 0.0076784 0.00661782 0.00491781 0.0037582 0.00221986
internal_count=2900 2601 2439 2312 181 2131 2057 1971 1876 1781 1644 1500 1322 1114 878 668
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=16
num_cat=0
split_feature=5 8 12 14 2 18 15 15 19 6 5 7 6 19 10
split_gain=1.28832e-05 2.502e-05 4.07314e-05 2.5819e-05 5.86676e-05 3.0315e-05 4.7972e-05 3.11613e-05 3.74309e-05 3.66906e-05 3.16779e-05 2.5626e-05 5.74255e-05 3.41894e-05 1.94102e-05
threshold=7.7286379265000011 2.8477776226000002 323.71033162625002 325.33643297535008 210.98514341730004 16.083212871900006 23.214301336750001 28.566186095050004 13.751109481500002 14.815346158200002 23.606333875400001 23.345877066950003 16.375382608200002 14.451165964200003 62.014663695050011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 -3 9 -9 -8 11 12 -10 14 -14
right_child=1 2 -4 -5 -6 -7 7 8 10 -11 -12 -13 13 -15 -16
leaf_value=-0.0098531782226250891 0.011959151824587327 -0.019657469098983204 -0.019544135041478821 0.013100547079493721 -0.021761351018703117 0.015293243577848323 -0.00028927129395810825 -0.017299986897232996 -0.018944446624680963 0.025806445382611228 -0.011645713197259253 0.014110764717984701 0.0077212610013885951 0.0171835884630809 -0.011908470413665832
leaf_weight=0.0012473476407073745 0.0017730479351765359 0.0011595186391459818 0.0010561994701918992 0.0015268439873065949 0.0012003569132229891 0.0013891390328412802 0.0010972760142856008 0.0012001401136576681 0.0011497676106593264 0.0010585647001990616 0.0014836412812163947 0.001965389244440785 0.0010031203785700882 0.0016794443748117116 0.0010118561877447974
leaf_count=517 222 265 199 227 139 268 122 187 67 162 149 152 57 107 60
internal_value=3.31266e-06 0.000625682 -0.000491859 0.000697089 -0.000532804 0.00126196 -0.000259767 0.00167101 -0.000793656 0.0125243 0.00159503 0.00447987 0.000572411 0.00664639 -0.00213616
internal_weight=0.0210017 0.0197543 0.0179813 0.0169251 0.0153982 0.0141979 0.0128087 0.0116492 0.00949336 0.00215584 0.00829322 0.00680958 0.00484419 0.00369442 0.00201498
internal_count=2900 2383 2161 1962 1735 1596 1328 1063 779 284 592 443 291 224 117
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=15
num_cat=0
split_feature=3 5 5 16 5 5 6 6 10 7 18 12 7 17
split_gain=1.06734e-05 2.44288e-05 2.94399e-05 2.41153e-05 5.03216e-05 4.24323e-05 2.25174e-05 5.31452e-05 2.86419e-05 3.47913e-05 3.76867e-05 5.42125e-05 5.4479e-05 2.6196e-05
threshold=103.44111502715002 25.763052016400003 24.038949512150001 22.624947093000003 22.334016245700003 22.504913082700003 16.395383075500003 15.785368822600002 68.214248143850014 24.176224535650004 17.140917755100002 183.52328734125004 25.396105459650006 192.2469332606
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -5 7 8 -1 13 11 12 -11 -10
right_child=-2 -3 -4 5 -6 -7 -8 -9 9 10 -12 -13 -14 -15
leaf_value=-0.012939401791745415 -0.009619542385741758 0.014461755006447044 -0.016763769515436386 -0.002154714799718471 -0.017179473270137267 0.020752578858843362 -0.0099553728549691203 0.023573660948813028 0.004132772135715927 -0.010048491054399622 0.010919088249658334 -0.020910897145370463 0.018961665279679185 0.024894543195983328
leaf_weight=0.0013944072408477821 0.0010926277881607152 0.0011839613818840555 0.0010324348500742727 0.0017579851471047894 0.0017236116773218521 0.0014973914106164443 0.0016255668669847992 0.0010937377691449699 0.0015418622834118484 0.0015324817314863164 0.00171026129303368 0.0016425564084381504 0.0011207503373111341 0.0010030910398766135
leaf_count=142 248 127 157 124 178 99 123 89 231 232 509 356 176 109
internal_value=2.89166e-06 0.000532282 -0.000350768 0.000609651 -0.00114887 0.00838206 0.00103283 0.00265089 0.00034993 0.00251701 -0.00163513 -0.00663328 0.00220567 0.012316
internal_weight=0.0209527 0.0198601 0.0186761 0.0176437 0.0143883 0.00325538 0.0126647 0.0110391 0.00994541 0.008551 0.00600605 0.00429579 0.00265323 0.00254495
internal_count=2900 2652 2525 2368 2145 223 1967 1844 1755 1613 1273 764 408 340
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=17
num_cat=0
split_feature=13 9 18 6 16 2 16 5 15 10 5 10 8 16 16 3
split_gain=1.26276e-05 4.74126e-05 2.12622e-05 2.46649e-05 3.08387e-05 6.37937e-05 4.66201e-05 3.75609e-05 2.43611e-05 3.34962e-05 6.54186e-05 4.39213e-05 3.84172e-05 4.87844e-05 2.03632e-05 1.47132e-05
threshold=95.99139754765001 41.133939724950004 16.601687687950005 11.125259939900001 15.919962772200003 152.77222943215003 18.634956423400002 19.500380888400006 32.540328261750005 62.837331883000012 21.042547594650003 62.041548276350007 8.543332867800002 22.644947046300004 22.584947186600004 89.579424906550017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -5 -6 -8 -9 10 -10 12 13 -12 -13 -11
right_child=2 -3 -4 4 6 -7 7 8 9 15 11 14 -14 -15 -16 -17
leaf_value=0.0065817890531249985 -0.014954287706117567 -0.021533401892370019 0.014115074261974623 -0.0039573151633238096 -0.018161349392556547 0.030309717933479169 0.014514785734968217 -0.013305609673043698 -0.025028957390260294 0.0037063892591110308 0.000533535609904499 -0.00073965505283235945 -0.0035525297608911093 0.028650667239877033 -0.02045584115636289 0.020820441261168762
leaf_weight=0.001258863122372791 0.00103441615589889 0.0011456912861390572 0.0011405630793742813 0.001164330199635757 0.0013853622628546376 0.00101853426713948 0.0018061055853919048 0.0014127008529051842 0.0010836989824369878 0.0010079254703311419 0.0011649214756087921 0.0010731505795260679 0.0018726083047611933 0.0013121336112973392 0.0010234011526130873 0.0010014771274029499
leaf_count=378 207 406 128 170 396 147 175 149 78 99 94 67 143 91 112 60
internal_value=3.09329e-06 -0.00681418 0.000889111 2.01947e-05 0.000968958 0.0120318 -0.000738454 0.00115344 -0.00104999 0.000764976 -0.00229612 0.00152558 0.00725632 0.0154276 -0.0103638 0.012236
internal_weight=0.0209059 0.00240455 0.0185013 0.0173608 0.0163263 0.00218286 0.0141435 0.0127581 0.010952 0.00953932 0.00752991 0.00644622 0.00434966 0.00247706 0.00209655 0.0020094
internal_count=2900 784 2116 1988 1781 317 1464 1068 893 744 585 507 328 185 179 159
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=16
num_cat=0
split_feature=9 8 12 5 3 5 15 9 16 17 13 3 13 5 0
split_gain=1.3117e-05 2.23173e-05 3.46068e-05 2.25941e-05 5.29411e-05 3.08058e-05 2.70018e-05 9.40858e-05 0.000121422 4.89433e-05 3.16919e-05 8.11762e-05 6.57971e-05 4.74898e-05 2.86361e-05
threshold=38.136666659400014 2.8477776226000002 323.71033162625002 29.040033326300005 94.507368659650012 23.151456684850004 34.279674133750014 202.64563922830004 22.554947256700004 189.73320545960004 113.96105169155001 86.302194445500007 108.36905878025001 13.999568943650003 97.835679825150024
decision_type=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 -8 -10 11 12 13 -3 -15
right_child=1 2 -4 -5 -6 -7 7 -9 9 -11 -12 -13 -14 14 -16
leaf_value=-0.010483894383946141 0.011020802927589673 0.014620885117229157 -0.018119332977898053 0.013592413799337181 -0.02190717286116273 0.012835460581455543 0.027073580566751684 -0.031971246510059892 0.0025753213256997803 -0.023536449331364784 0.019411005791682034 -0.022875052478382965 0.027596090648310687 0.0013267490543814701 -0.020021966997385052
leaf_weight=0.0011281194543688164 0.0018622340903122403 0.0014360524109685103 0.0010473646640131304 0.0012425679864358037 0.0010679997278718071 0.001955919686991099 0.0012333366855072914 0.0011111334109910687 0.0014399768269868218 0.0014313644322113267 0.0010417285685903055 0.0011951778160856066 0.0011114587483784799 0.0014198697246202568 0.0011270220165868717
leaf_count=408 293 311 211 136 257 209 83 121 82 100 64 133 99 180 213
internal_value=3.37013e-06 0.000603216 -0.00048295 0.000615667 -0.000419876 0.00116244 -0.000657217 -0.00615711 0.000830761 -0.0104414 0.00325564 0.000579869 0.00608254 7.90798e-05 -0.00812025
internal_weight=0.0208513 0.0197232 0.017861 0.0168136 0.015571 0.014503 0.0125471 0.00521581 0.00410468 0.00287134 0.00733131 0.00628958 0.0050944 0.00398294 0.00254689
internal_count=2900 2492 2199 1988 1852 1595 1386 386 265 182 1000 936 803 704 393
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=16
num_cat=0
split_feature=5 17 4 14 4 6 6 4 2 4 18 18 17 13 14
split_gain=1.18143e-05 1.92442e-05 1.8938e-05 4.74316e-05 3.31994e-05 4.60173e-05 5.02239e-05 5.85361e-05 0.000122703 3.14884e-05 3.09918e-05 3.36094e-05 3.94618e-05 5.36711e-05 3.71088e-05
threshold=7.7286379265000011 212.33270692945004 241.03469907380003 256.83105351225004 267.88310861120004 16.515385879350003 16.405383309150004 317.66566527840007 270.91232589630005 220.3182238473 14.752187928300001 13.954623666350001 188.54236693505001 116.43981008785001 170.27070910270004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 9 -4 -5 6 7 -6 -9 10 11 12 13 -2 -15
right_child=1 -3 3 4 5 -7 -8 8 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.0094698831111224794 0.012740441631500047 0.012163093715920373 -0.022546955591456669 0.014913372434968254 -0.018148328898095676 -0.023132746058796814 0.016989554453749452 0.031666465049302234 -0.015036910363166867 0.015020147218422725 0.014030309176226658 -0.017877602106833076 0.012191200647872859 -0.0021336578220035609 -0.028272325716834818
leaf_weight=0.0012382806011158624 0.0010332325334628323 0.0013411290055270432 0.0011460802464071168 0.0011519387463694783 0.001920342971693923 0.0010094111801345756 0.0013338807541002362 0.0010057320145189334 0.0012766047071074492 0.0017408836508313865 0.0013224140421512348 0.0011985067748156442 0.001890829582890774 0.0011082934259385446 0.001065115170960973
leaf_count=517 181 247 127 126 290 138 126 128 194 178 197 147 124 70 110
internal_value=2.40748e-06 0.000602546 -0.000249179 -0.00356728 -0.000741545 -0.00349645 8.35918e-05 -0.00528216 0.00554335 0.00288624 0.000113511 -0.00280959 0.000733171 -0.00602318 -0.0149433
internal_weight=0.0207827 0.0195444 0.0182033 0.00884399 0.00769791 0.00654597 0.00553656 0.00420268 0.00228234 0.00935928 0.00761839 0.00629598 0.00509747 0.00320664 0.00217341
internal_count=2900 2383 2136 1129 1002 876 738 612 322 1007 829 632 485 361 180
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=15
num_cat=0
split_feature=6 6 5 8 0 6 15 16 13 4 6 18 17 8
split_gain=1.20146e-05 4.31344e-05 4.11571e-05 2.58823e-05 1.82692e-05 4.24098e-05 3.92896e-05 3.54769e-05 2.90538e-05 6.60662e-05 3.69075e-05 3.48458e-05 5.89057e-05 4.85793e-05
threshold=13.075305502400001 13.825323026450002 13.361597395450001 1.8485574041500004 94.047642319350018 14.980350013450002 29.198705243000003 18.054957779650003 117.38883580790001 256.08338064055005 16.395383075500003 13.3584252364 187.45953903175004 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -3 -7 -6 9 -8 -10 12 -12 -14
right_child=1 4 -4 -5 7 6 8 -9 10 -11 11 -13 13 -15
leaf_value=-0.0061580995870404998 0.020520498651982189 0.020127380175265327 -0.016200975021612028 0.011776889978619276 0.0034375414884475438 -0.015827780883592383 -0.00084206560618661861 -0.022304949603890539 -0.018806569685684105 0.029965303351788309 -0.0060346125988226945 -0.010363825080975324 0.033433508258880924 0.0027393347043606388
leaf_weight=0.0016534784014766561 0.0010939609287226029 0.0011025212822727724 0.001832843141158893 0.0015673739103923817 0.0011470694261619394 0.0014436292973626494 0.0019915416651341555 0.001003893544545504 0.0010749616102497172 0.0010701394515144225 0.0019243100197641975 0.0017537915713829134 0.0010450931544592887 0.0010177953498116616
leaf_count=517 151 114 333 378 116 329 137 175 88 92 153 153 81 83
internal_value=1.85626e-06 0.00136934 -0.00423796 0.00256966 -6.8119e-05 0.00140504 -0.000418238 -0.00857695 0.00183389 0.00992593 -0.00180101 0.00138317 0.00655015 0.0182895
internal_weight=0.0207224 0.0156687 0.0050537 0.00322085 0.0145747 0.0124238 0.0113213 0.00215096 0.00987763 0.00306168 0.00681595 0.00574099 0.0039872 0.00206289
internal_count=2900 1672 1228 895 1521 1230 1116 291 787 229 558 470 317 164
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=15
num_cat=0
split_feature=16 6 2 5 10 16 15 10 5 5 4 15 15 16
split_gain=1.07777e-05 2.14147e-05 6.36862e-05 4.17243e-05 2.93266e-05 7.38922e-05 6.38633e-05 3.09392e-05 4.84901e-05 2.42248e-05 3.57712e-05 3.01121e-05 2.82436e-05 3.97437e-05
threshold=22.744946812400002 16.505385645700006 114.43237721760001 24.301614351200005 62.014663695050011 22.584947186600004 38.469938489650012 66.318885161900013 19.302881570050001 17.671168838450004 180.93811691895004 22.530191796700006 19.886419648500002 9.6249774926000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 -6 9 10 -9 12 13 -12
right_child=-2 2 -4 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15
leaf_value=-0.014630639601767243 0.0084467814426914169 0.0079919594630342879 -0.020092709025334363 0.019916837510182483 -0.014222737884557399 0.020268293193081446 -0.02508482047069199 0.017126302413662583 0.019303472531577912 -0.012350564508937371 0.01287298022237888 -0.012330870101301558 0.017779207242454475 -0.012359210972256354
leaf_weight=0.0013325632923500133 0.0014086274327900763 0.0014215192213920566 0.0018690936659882733 0.0010759063728909444 0.0012713101968761789 0.0017224765473800091 0.0010796575593139861 0.0012555453441033928 0.0014381197428296874 0.0014469003258720525 0.0010637353247982422 0.0017628993962172748 0.001012564811092076 0.001510941567448779
leaf_count=110 92 139 323 151 128 133 108 127 192 200 318 334 154 391
internal_value=2.94607e-06 -0.000614511 -0.00796035 0.000898848 -0.000474715 0.000915985 -0.00189898 0.00042705 0.00238944 -0.00063126 0.00193572 -0.00162913 0.00363009 -0.00193446
internal_weight=0.0206719 0.0192632 0.00329061 0.0159726 0.0148967 0.0135642 0.0118417 0.010762 0.00949071 0.00805259 0.00660569 0.00535014 0.00358724 0.00257468
internal_count=2900 2808 462 2346 2195 2085 1952 1844 1716 1524 1324 1197 863 709
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=15
num_cat=0
split_feature=16 7 9 17 8 0 15 3 18 18 16 3 9 16
split_gain=1.23175e-05 2.93447e-05 3.75417e-05 2.62133e-05 3.13581e-05 2.72196e-05 9.62811e-05 5.04821e-05 3.97505e-05 3.96339e-05 3.4144e-05 5.85175e-05 5.64745e-05 2.10288e-05
threshold=11.934972090850001 26.709562027450005 66.290220196950017 173.06150329755005 7.943800736700001 94.047642319350018 25.134223482700005 89.227236891450005 13.713893333650001 13.5308213324 22.614947116400003 93.356708579850007 190.58777288605003 16.154962222700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 13 -4 -5 7 -7 -6 9 10 11 -9 -12 -2
right_child=1 -3 3 4 5 6 -8 8 -10 -11 12 -13 -14 -15
leaf_value=-0.0084566772850474484 0.023470445249819425 -0.01564209674811344 -0.013213607296497462 0.014770239188766798 0.018073938360633281 0.0080317382561581642 -0.03118483247259415 -0.0050292032349943984 -0.013591670851564836 0.020565999321163712 0.0071331817469227794 0.026536441458433757 -0.01919806769789642 0.0040428192354416501
leaf_weight=0.0015886600024102608 0.0011193393025115137 0.0010377547838976283 0.0013833017359904482 0.0015223776044253822 0.001620609697679143 0.001383756645889328 0.0011432844402933578 0.0013899945512747555 0.0019826059775323772 0.0010305861168216912 0.0014795234420872513 0.0010169906818227662 0.0018122423624322903 0.0011093241653542061
leaf_count=609 156 217 285 239 170 150 226 74 153 79 105 85 185 167
internal_value=2.66087e-06 0.000708799 0.0016518 -6.55793e-05 0.00119904 -0.000407583 -0.00971063 0.00186767 -0.00114704 0.00251941 -0.000744215 0.0083078 -0.00736317 0.0138003
internal_weight=0.0206204 0.0190317 0.0179939 0.0157653 0.014382 0.0128596 0.00252704 0.0103326 0.00871194 0.00672934 0.00569875 0.00240699 0.00329177 0.00222866
internal_count=2900 2291 2074 1751 1466 1227 376 851 681 528 449 159 290 323
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=15
num_cat=0
split_feature=5 5 13 6 16 6 13 17 16 12 3 16 5 8
split_gain=1.23773e-05 3.25743e-05 3.2609e-05 2.62203e-05 3.94784e-05 9.07251e-05 4.18966e-05 2.90435e-05 5.09635e-05 4.72951e-05 5.1371e-05 4.05372e-05 4.28184e-05 3.72227e-05
threshold=29.040033326300005 24.779543538450003 117.69263157665002 16.505385645700006 22.584947186600004 16.405383309150004 117.38883580790001 201.78545703200004 20.394952307700002 273.64044797740007 86.302194445500007 14.184966829400002 16.579584939650001 8.1436447804000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 8 9 10 11 -1 -13 -9
right_child=-2 -3 -4 -5 5 -7 -8 13 -10 -11 -12 12 -14 -15
leaf_value=-0.013895050942536281 0.0092232369470560249 -0.016784766221148006 0.016776716492549189 -0.011492311111275376 -0.0063346315086512048 0.0292622055599293 -0.020934838831709629 -1.9201617246310204e-05 0.023046264749550648 0.01858085577566649 -0.023833177366914485 0.017398148069166727 -0.0050373450298750073 -0.023440806876843252
leaf_weight=0.001359521553286413 0.0013595012181731756 0.0011747797803375584 0.0011391654205896154 0.0019875842776758039 0.0014463153587960685 0.0014179115771768558 0.0010424597503344993 0.001882992230756453 0.0011097641429174132 0.0011409471893854993 0.0010394016756844031 0.0017560923720463129 0.0016498875631556342 0.0010607972613345812
leaf_count=406 165 275 82 167 119 102 67 451 69 232 180 192 231 162
internal_value=2.34181e-06 -0.000650306 0.0004008 -0.000703452 0.000735139 0.0112873 -0.00177475 4.11322e-05 0.00314744 -3.18735e-05 -0.00369018 0.000703196 0.00653019 -0.0084592
internal_weight=0.0205671 0.0192076 0.0180328 0.0168937 0.0149061 0.00286423 0.0120419 0.0109994 0.00805561 0.00694585 0.0058049 0.0047655 0.00340598 0.00294379
internal_count=2900 2735 2460 2378 2211 221 1990 1923 1310 1241 1009 829 423 613
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=16
num_cat=0
split_feature=6 7 19 3 6 9 9 9 14 4 17 16 12 8 17
split_gain=1.27496e-05 3.63203e-05 4.03929e-05 5.57803e-05 3.32593e-05 1.52996e-05 4.24325e-05 2.83958e-05 2.0312e-05 2.30019e-05 3.84409e-05 3.40236e-05 5.01185e-05 6.0667e-05 2.84672e-05
threshold=13.075305502400001 27.406980840450004 11.250907757600002 79.892910262550018 13.825323026450002 207.37918994975004 215.80505313260002 203.09362050815002 314.01641298495002 277.00048312305006 196.58200213860002 22.674946976100003 152.88762959770003 8.2435668022500028 187.59608338195002
decision_type=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 9 10 11 12 13 -6 -15
right_child=4 -3 3 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 -16
leaf_value=-0.025993645209843153 0.018335827828427728 0.010158626970662629 0.010093395325479843 -0.018888018529632955 -0.01696045184756222 -0.018611944614364825 0.0072908458886186177 0.014533248329681817 -0.013105077124280296 0.014058342316676846 -0.016158363028248499 -0.012299907649014149 0.018878982979051398 -0.0018160597827758215 0.02157069634668022
leaf_weight=0.001049710088711968 0.001081355556558858 0.0012800035726304552 0.0014858111590489165 0.0012008605848239096 0.0014423417140900403 0.0013953417297308582 0.0011566599784564083 0.0014978836484537518 0.0010907243850300898 0.0012298600392060917 0.0013299123775545978 0.0012683245470568316 0.001921402794529117 0.0010549587256321047 0.0010273317640830948
leaf_count=290 151 434 255 249 245 197 129 140 157 140 111 75 189 65 73
internal_value=2.63264e-06 -0.00437919 -0.00935953 -0.00286042 0.00142111 0.000152217 -0.00687186 0.00166329 -0.000196622 0.00132153 -0.000625753 0.00245079 0.00588607 -0.00119683 0.00972218
internal_weight=0.0205125 0.00501639 0.00373638 0.00268667 0.0154961 0.0144147 0.002552 0.0118627 0.0103649 0.00927413 0.00804427 0.00671436 0.00544603 0.00352463 0.00208229
internal_count=2900 1228 794 504 1672 1521 326 1195 1055 898 758 647 572 383 138
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=17
num_cat=0
split_feature=15 7 7 15 12 10 18 9 10 10 5 18 6 15 13 17
split_gain=1.18507e-05 5.39975e-05 7.78206e-05 3.65902e-05 3.46147e-05 3.29834e-05 3.24397e-05 3.20058e-05 4.35203e-05 6.81651e-05 5.94768e-05 4.81157e-05 3.49314e-05 3.41577e-05 3.03507e-05 1.85691e-05
threshold=23.163629804900005 20.940097048150005 22.124753953150002 21.073645951400003 97.055914627000007 76.919475570250015 17.454031341500002 214.22994816675003 71.225321249950014 69.563854125350005 21.197160116700001 13.24392582145 16.445384243750002 41.863529088250004 93.383593161150017 197.57625617845002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -4 -1 14 8 9 10 15 -12 13 -13 -7 -6
right_child=1 2 4 -5 7 6 -8 -9 -10 -11 11 12 -14 -15 -16 -17
leaf_value=-0.0147181518887167 0.01910969142461208 -0.026793208021957216 0.01649988309195349 -0.020768254835193421 -0.02727043771383585 0.024627817390011048 -0.0094032353295380022 0.014362567832911269 -0.020262419016968569 0.023496767040720637 -0.010285535019177783 0.013565282057481115 0.020784792343574575 -0.012396264697438241 0.0008368650812704125 -0.0082232052831235931
leaf_weight=0.0011180994496774021 0.0015507581736497892 0.0010458781142614918 0.0013866452055730791 0.0010511410451297795 0.001018925512196611 0.0010293544691234759 0.0010226591370334579 0.0013204466035014939 0.0011766979725320236 0.001099595608965484 0.0019631181139901496 0.0010206169574971113 0.0015047895416278045 0.0010066378054026763 0.0011193032444377776 0.001028449102120868
leaf_count=269 225 96 111 226 81 196 406 179 275 123 191 59 131 80 164 88
internal_value=2.09785e-06 0.0014322 -0.00058769 -0.00404744 0.00160039 5.00762e-05 0.00525686 -0.000254331 -0.00222003 0.000236594 -0.00315441 0.00226589 0.009242 0.000674019 0.0122344 -0.0177025
internal_weight=0.0204631 0.0151226 0.0135718 0.00534056 0.0125259 0.00428942 0.00317132 0.0111393 0.00981883 0.00864213 0.00754254 0.00549516 0.00353204 0.00202725 0.00214866 0.00204737
internal_count=2900 1639 1414 1261 1318 1035 766 1207 1028 753 630 461 270 139 360 169
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=16
num_cat=0
split_feature=5 2 0 10 16 0 7 7 18 4 12 12 15 12 6
split_gain=1.34094e-05 2.08304e-05 4.12603e-05 4.73944e-05 3.76156e-05 5.14147e-05 6.54368e-05 4.72884e-05 8.40071e-05 3.18237e-05 3.14112e-05 2.78668e-05 8.41463e-05 3.91748e-05 2.84005e-05
threshold=7.7286379265000011 308.2991537635001 102.21786657775002 78.220689305400015 15.164964537700001 94.776214472700005 24.390191290350007 23.789355599150003 13.512826932300003 212.51885705880002 217.64277969395002 152.88762959770003 40.128253618400009 105.35624869990001 16.525386113000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 -2 6 7 8 10 -7 11 13 -13 -6 -15
right_child=1 -3 -4 -5 5 9 -8 -9 -10 -11 -12 12 -14 14 -16
leaf_value=-0.010152696800420268 -0.018713282805856213 0.012943462333316814 -0.019653751697379148 0.021229623325846676 0.010738585182896441 0.00081802230659572424 -0.024085446331304276 0.01566552611257296 -0.02141133046728376 0.023731479471408509 -0.01399686195643172 0.034310240110088229 -0.0033122244801261345 -0.019580172006104887 0.0030832757221935857
leaf_weight=0.0012225127039910575 0.0010507171805867249 0.0012857311496082919 0.001031059763752641 0.0010790014149024895 0.0018481119342100795 0.0010536790772490553 0.0011884534639186933 0.0017547952558141225 0.0018336692732186452 0.0014270633192252583 0.0010025157739926172 0.0010780381266772693 0.0013253474328741854 0.0011809344545350388 0.0010397747633816845
leaf_count=517 235 219 282 122 142 123 158 140 166 207 136 104 112 94 143
internal_value=1.8384e-06 0.000649115 -0.000234308 0.000953125 -0.000433065 0.000870685 -0.0017876 0.00060773 -0.00223093 0.0139991 0.00247433 0.00502565 0.0135633 -1.74203e-05 -0.00896875
internal_weight=0.0204014 0.0191789 0.0178932 0.0168621 0.0157831 0.0147324 0.0122516 0.0110632 0.00930839 0.00248074 0.00747472 0.00647221 0.00240339 0.00406882 0.00222071
internal_count=2900 2383 2164 1882 1760 1525 1195 1037 897 330 731 595 216 379 237
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=17
num_cat=0
split_feature=9 16 8 13 10 16 16 13 18 14 13 8 12 2 15 16
split_gain=1.11492e-05 2.18269e-05 6.45411e-05 1.90732e-05 3.02367e-05 2.45896e-05 3.17721e-05 8.82868e-05 3.87394e-05 2.31472e-05 3.713e-05 3.29493e-05 4.129e-05 3.60965e-05 0.000131556 5.01586e-05
threshold=38.136666659400014 11.599972874200001 2.8477776226000002 100.65856086215001 75.465019721650009 18.594956516900002 19.214955067100004 112.82921081865001 14.117867417450002 279.92507423175005 117.56896250265002 8.8430989333000021 197.02116758845003 103.98563613345001 39.283112803100003 22.614947116400003
decision_type=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 -8 9 11 -11 12 13 15 -15 -9
right_child=1 2 3 4 -6 6 7 8 -10 10 -12 -13 -14 14 -16 -17
leaf_value=-0.0097978784646743436 -0.013320614064615807 0.025353399572815134 -0.012401131556016607 -0.011571738143443505 0.014479008150656964 0.015782903917951171 -0.028785220942134111 0.026674517485778138 0.019989549897973607 -0.022036167769561115 0.0038452627806104356 -0.012100957154043017 0.023700429377251267 -0.030976179007828987 0.013930454066520603 -0.0040295032406620556
leaf_weight=0.0010981945329459472 0.0010696426420151719 0.0010575234587085194 0.0011745006277603413 0.0017853656634950832 0.0014678648775393035 0.0012984957014204488 0.001020917226312563 0.0010844224554666963 0.0010769877079282999 0.0010971306621086045 0.0011203311861632524 0.0012334812413355989 0.0010640523624633191 0.0011674083935381829 0.0014786573839441208 0.001044536969402543
leaf_count=408 343 175 236 465 176 154 110 68 93 121 120 88 74 106 101 62
internal_value=2.1956e-06 0.000561533 0.00137868 -0.000102774 0.000803421 -0.000583686 0.000962668 -0.000727193 0.00203589 -4.54676e-05 -0.00896006 0.00274953 0.00588663 0.00191706 -0.00588174 0.0116101
internal_weight=0.0203395 0.0192413 0.0181717 0.0171142 0.0159397 0.0144718 0.0126864 0.0113879 0.010367 0.00929002 0.00221746 0.00707256 0.00583908 0.00477503 0.00264607 0.00212896
internal_count=2900 2492 2149 1974 1738 1562 1097 943 833 740 241 499 411 337 207 130
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=17
num_cat=0
split_feature=16 15 12 8 6 18 10 13 7 15 12 2 19 10 18 5
split_gain=1.12008e-05 2.44471e-05 2.10948e-05 3.62164e-05 2.76374e-05 5.27799e-05 5.15886e-05 5.4461e-05 3.397e-05 8.76341e-05 4.66177e-05 0.000107893 4.39631e-05 5.396e-05 5.30601e-05 3.21799e-05
threshold=22.744946812400002 45.169600924000008 88.918697887850016 8.7431769115000026 16.455384477450004 13.278511569200001 62.009286778800011 117.61735474900001 23.345877066950003 23.4448654772 147.29495425805001 156.02689307135003 14.251149826300002 75.403185184700007 16.433295803950003 17.369804050850004
decision_type=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 9 -7 15 -12 13 -13 -15 -10
right_child=-2 -3 3 -5 6 8 -8 -9 10 -11 11 12 -14 14 -16 -17
leaf_value=-0.013040933324360213 0.0086636061302756088 -0.015338209712281531 0.018955115629234735 0.018987803106833245 0.01668788123261486 0.0083019865776388282 -0.026802128433437069 -0.014822505776578766 0.0025933559257326996 -0.031925136643697546 -0.03151833951939613 -0.020263456591672564 0.020189649362155622 0.024397035213004157 -0.0039448729834606474 0.026181133859350336
leaf_weight=0.0011200170182534752 0.0013905148842189843 0.0010670897738199901 0.0016100134540062367 0.0010639750318923091 0.0010565362511362375 0.0010918817525363842 0.0010290512653751004 0.0011406943688721857 0.0011457922174560623 0.0010744428647155631 0.0010406945813703477 0.0010976504896024484 0.0012390491387642699 0.0010024125120081107 0.0019369271616157605 0.0011679254765943059
leaf_count=128 92 171 166 106 191 182 108 113 237 122 174 197 103 176 514 120
internal_value=1.80625e-06 -0.000635996 0.000244541 0.00113571 -7.92862e-05 0.00206483 -0.00832456 0.000329234 -0.00045385 -0.0116497 0.0023564 -0.00209162 0.00371277 -0.00134438 0.00572066 0.0145001
internal_weight=0.0202747 0.0188842 0.0178171 0.016697 0.0156331 0.0124068 0.00322628 0.00219723 0.0107968 0.00216632 0.00863045 0.00631673 0.00527604 0.00403699 0.00293934 0.00231372
internal_count=2900 2808 2637 2509 2403 1991 412 304 1825 304 1521 1164 990 887 690 357
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=16
num_cat=0
split_feature=5 8 12 18 3 5 5 15 19 14 14 6 10 16 16
split_gain=1.0073e-05 1.75535e-05 2.84336e-05 2.25136e-05 4.79303e-05 2.57078e-05 2.55154e-05 3.42976e-05 6.7817e-05 2.80472e-05 4.30618e-05 4.24553e-05 3.72961e-05 2.71357e-05 2.49345e-05
threshold=7.7286379265000011 2.8477776226000002 323.71033162625002 11.955585097900002 94.507368659650012 23.151456684850004 19.500380888400006 26.744537432900007 12.651020723000002 287.49747744585005 245.89181903565003 16.375382608200002 62.068432857650002 18.984955604900005 14.574965917400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 14 10 11 -8 -13 -9 -5
right_child=1 2 -4 4 -6 -7 9 13 -10 -11 -12 12 -14 -15 -16
leaf_value=-0.0088229140639777114 0.01028167025975376 0.013725886651758052 -0.01664570122998427 -0.0014536377314687326 -0.021189980500406092 0.011919010676474199 -0.022543866358334608 0.024163668203229346 -0.020550628707046575 -0.018982280012766674 0.014707368031211239 -0.010061085035606836 0.013335163192478575 0.0024488389844590521 0.019851022424509403
leaf_weight=0.0012159120360985117 0.0016936575749758242 0.0012140014293356037 0.0010124889191593578 0.0011742213883914289 0.001035694748780072 0.0018997222421674375 0.0012013707591859105 0.001191712534130529 0.0012619792400639131 0.0011652033028627133 0.0012099406821312053 0.0015925227868365255 0.0011908490493505036 0.0011128944868534218 0.0010323178275095657
leaf_count=517 222 153 199 280 240 209 87 165 201 146 112 99 72 110 88
internal_value=7.64834e-07 0.000565779 -0.000385679 0.000625416 -0.000430035 0.00110217 -0.000591478 0.00422174 -0.00206105 -0.00496063 -0.00181548 -0.00683253 -5.11397e-05 0.0136776 0.00851364
internal_weight=0.0202045 0.0189886 0.0172949 0.0162824 0.0150684 0.0140327 0.012133 0.00577313 0.00346852 0.00635989 0.00519468 0.00398474 0.00278337 0.00230461 0.00220654
internal_count=2900 2383 2161 1962 1809 1569 1360 844 569 516 370 258 171 275 368
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=15
num_cat=0
split_feature=16 3 3 12 14 8 2 13 5 15 16 10 5 16
split_gain=1.07779e-05 3.03947e-05 2.6373e-05 1.89927e-05 2.99872e-05 8.09727e-05 4.69992e-05 4.22025e-05 4.24524e-05 6.08581e-05 4.18978e-05 3.89994e-05 4.36749e-05 5.97062e-05
threshold=22.704946905950003 93.932038619750017 93.770731131900007 339.47096871995006 315.57679249195007 8.0437227585500022 203.55719022600002 98.238948544700023 15.299679811400003 26.744537432900007 18.984955604900005 66.697957758300021 20.485565917300004 22.554947256700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 7 -1 -9 -10 -11 12 -12 -14
right_child=-2 -3 -4 -5 5 -7 -8 8 9 10 11 -13 13 -15
leaf_value=-0.020447152472313462 0.0076084035895393164 -0.012648267896593618 0.015724449204193934 0.012782532609300845 0.0022653002722030201 -0.032380655397473666 0.021148806998297989 0.015909075082227619 -0.020876476887241972 0.019415175133032786 0.020591348226994599 -0.019209389814720569 0.012069638289206201 -0.01512408895091337
leaf_weight=0.001012911976481296 0.0017046221825267041 0.0019094961257032353 0.0010880720188320972 0.0010232273600404894 0.001847229881167291 0.001062640884072049 0.0010495655270708797 0.0015943432789654903 0.0014015756338773867 0.001150091033593828 0.0010215050822068861 0.0010203397090203237 0.0014479328127236513 0.0018250725270330809
leaf_count=457 120 450 81 208 383 139 109 220 170 159 73 114 87 130
internal_value=4.53139e-07 -0.000702304 0.000676448 -0.000382872 -0.00131622 -0.0103869 0.000974302 -0.00104736 0.00102964 -0.00198604 0.00210934 -0.00163551 0.0025399 -0.00309396
internal_weight=0.0201586 0.018454 0.0165445 0.0154564 0.0144332 0.00290987 0.0115233 0.0104738 0.00946086 0.00786652 0.00646494 0.00531485 0.00429451 0.00327301
internal_count=2900 2780 2330 2249 2041 522 1519 1410 953 733 563 404 290 217
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=15
num_cat=0
split_feature=6 7 4 7 6 9 9 6 13 0 13 16 7 9
split_gain=1.05361e-05 3.79174e-05 4.30698e-05 4.95427e-05 2.59421e-05 1.57184e-05 3.10034e-05 2.69901e-05 2.8986e-05 7.86513e-05 5.26622e-05 5.68345e-05 4.80043e-05 4.27636e-05
threshold=13.075305502400001 27.406980840450004 271.57455041175007 23.903127120600004 13.825323026450002 207.37918994975004 215.80505313260002 14.565340316850003 113.96105169155001 92.031298721500022 117.38883580790001 22.624947093000003 22.580174331950005 197.33595066125002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 7 -7 -6 9 -9 -10 13 -13 -12
right_child=4 -3 3 -5 5 6 -8 8 10 -11 11 12 -14 -15
leaf_value=0.0030101220388707825 0.01640671599875642 0.010973851475254093 -0.0033165649582478363 -0.034450277713786094 0.016070948883826965 -0.017206445549512527 0.0051350451491611743 -0.030069241811131794 0.017696646407241026 0.0060940099199604143 -0.0023051893376184679 -0.0059697471648735047 0.018204250466046058 -0.027807437064707181
leaf_weight=0.0016221297264467074 0.0010579881727743714 0.0012561400187447794 0.0010269844999520571 0.0010175161709296866 0.0011777600647550563 0.0013616262991420444 0.0011421503376220572 0.0010521780233619443 0.0018724984690932671 0.0014038069465351355 0.0017318680841540176 0.0014886980724480821 0.001832757136228026 0.0010599651646447193
leaf_count=360 151 434 169 265 127 197 129 211 185 134 195 99 164 80
internal_value=-3.48846e-07 -0.00402056 -0.00915745 -0.0188113 0.00130327 0.000171854 -0.0070149 0.00172046 0.00010182 -0.00939883 0.00302369 -0.00147063 0.00736931 -0.0119875
internal_weight=0.0201041 0.00492277 0.00366663 0.0020445 0.0151813 0.0141233 0.00250378 0.0116195 0.0104418 0.00245598 0.00798579 0.00611329 0.00332146 0.00279183
internal_count=2900 1228 794 434 1672 1521 326 1195 1068 345 723 538 263 275
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=15
num_cat=0
split_feature=2 14 6 18 3 18 18 16 10 7 0 18 10 16
split_gain=9.94676e-06 2.60336e-05 4.00798e-05 2.70483e-05 1.90622e-05 2.67457e-05 3.83105e-05 5.38693e-05 3.40761e-05 3.54526e-05 5.09055e-05 3.77889e-05 3.96044e-05 5.90998e-05
threshold=67.628418476450022 168.39662374755002 16.585387514950003 12.868666868750003 93.58791597905001 13.278511569200001 13.5308213324 22.604947139800004 66.318885161900013 24.373474566200006 95.897301513100004 17.140917755100002 78.494912034700022 15.919962772200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 -5 -7 8 -8 10 -10 12 13 -11
right_child=1 2 -4 4 -6 6 7 -9 9 11 -12 -13 -14 -15
leaf_value=-0.0073365441522011887 0.015511688428399201 0.016949159292369505 -0.014824408793409349 0.01673967444380926 -0.010092708915107209 -0.015872547066593457 -0.015036070065162312 0.022554492926464824 0.02639361977625175 0.016293011807802103 -0.0021477762685260071 0.010297555587794415 -0.023963472710297515 -0.013432140364698987
leaf_weight=0.0016928633614656441 0.0011110005066828762 0.0010332240170383518 0.0017074241760490312 0.0010546441364452592 0.0015999297330803819 0.0013296198550859237 0.0013544548339297817 0.001151431670141533 0.0012384672821914074 0.001120870475819713 0.001261363241483654 0.0016517540889701768 0.0010862682037276689 0.0016586294330270543
leaf_count=144 99 95 314 89 233 104 114 87 220 120 169 506 275 331
internal_value=-1.93279e-06 0.000674381 -0.000281335 0.00131649 0.000203123 0.00147933 0.000121491 0.00214235 -0.00036551 0.00211294 0.0119922 -0.00236307 -0.00777267 -0.00144508
internal_weight=0.0200519 0.0183591 0.0172481 0.0155407 0.0145074 0.0129075 0.0118529 0.0105232 0.00937181 0.00801735 0.00249983 0.00551752 0.00386577 0.0027795
internal_count=2900 2756 2657 2343 2248 2015 1926 1822 1735 1621 389 1232 726 451
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=15
num_cat=0
split_feature=16 0 7 6 5 13 6 14 7 5 4 17 17 15
split_gain=1.08752e-05 2.45736e-05 6.46338e-05 1.77957e-05 6.66698e-05 3.72663e-05 4.76961e-05 3.33144e-05 7.51667e-05 6.17142e-05 3.19526e-05 2.76122e-05 6.80711e-05 1.68517e-05
threshold=22.744946812400002 85.716110573100011 19.041006859700005 13.665319288000001 15.299679811400003 107.97116697695002 14.835346625500001 202.65261526855002 23.102607264700001 21.850554661550003 173.95266242615003 189.73320545960004 201.37020668845003 43.132842597400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 11 -5 -7 10 -9 -10 -8 -3 -13 -11
right_child=-2 3 -4 5 -6 6 7 8 9 13 -12 12 -14 -15
leaf_value=0.009352528568240431 0.0085582399060481745 -0.0093393411536257607 -0.023758359354782037 0.017065743413428047 -0.026157114253049393 -0.01911354290075265 0.0031962008460546549 -0.02368873378240189 -0.0087123201050563568 0.02461407210099396 0.024784865531670391 0.021696418675712224 -0.009380887565706238 0.0072698277712944029
leaf_weight=0.0010077809890753988 0.0013818296747497563 0.001502070408177388 0.0014205758861960489 0.0016270650365252251 0.0010784161397781877 0.0010781860149500265 0.0016806473185813084 0.0011779310340058321 0.0018124890086704884 0.0011416187681536627 0.0011579116041851023 0.0015350333696381308 0.0013031734081702176 0.0010999032728177399
leaf_count=166 92 419 332 181 243 192 106 114 153 71 80 256 405 90
internal_value=-1.26052e-06 -0.000636384 -0.0100172 0.000770264 -0.00390441 0.00312097 0.000640937 0.00328005 -0.00145236 0.00500862 0.0120027 0.00162466 0.00742716 0.0161033
internal_weight=0.0200046 0.0186228 0.00242836 0.0161944 0.00541869 0.0107758 0.00914869 0.0080705 0.00523194 0.00405401 0.00283856 0.00434028 0.00283821 0.00224152
internal_count=2900 2808 498 2310 1323 987 806 614 428 314 186 1080 661 161
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=16
num_cat=0
split_feature=3 7 7 13 9 0 17 2 0 18 12 12 3 10 17
split_gain=1.23602e-05 2.82904e-05 2.01736e-05 1.6938e-05 2.42212e-05 5.44575e-05 2.89601e-05 3.70405e-05 3.26281e-05 5.4998e-05 4.90393e-05 3.93785e-05 3.35107e-05 7.01114e-05 7.34155e-05
threshold=103.44111502715002 20.778835947700006 22.124753953150002 95.870416931800023 188.53841931785004 86.692020874450009 187.73134645290003 109.21625436180001 98.615332683000005 15.312071772700003 114.86856072930001 158.37848859105003 93.308316333450009 62.079186690200011 200.23903127160003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 7 -6 9 10 -8 -12 13 -13 -15
right_child=-2 2 3 4 6 -7 8 -9 -10 -11 11 12 -14 14 -16
leaf_value=0.015353471657935458 -0.010643988366333755 -0.011893255293397485 -0.0081205844661883415 -0.0035322496933669154 0.024512228691302797 0.027473029021761727 -0.020857181097322208 -0.0024949815805144662 -0.018195441424057861 0.020401556000397929 0.015313987999747323 0.023598074695859329 -0.016726079486209761 -0.024206096825482765 0.0093529557053619889
leaf_weight=0.0012132166126318364 0.0010346368995437496 0.0014130441028717506 0.0019741414860405685 0.0011895522278474136 0.0010045970930886432 0.0010815162191093342 0.0013075900316783353 0.0010269667292284576 0.0011355784484012093 0.0011314114296608196 0.0013862832403912506 0.0010211420357148157 0.0014218113211116176 0.0012949615439860201 0.00131268219414514
leaf_count=158 248 194 711 98 96 173 120 146 196 135 129 63 170 142 121
internal_value=-1.24494e-06 0.000580921 -0.000431565 0.000562764 0.00176034 0.0112329 -2.59996e-05 0.0108599 -0.00223502 -0.000193041 -0.00320176 0.000384763 -0.003713 0.00138572 -0.00731254
internal_weight=0.0199491 0.0189145 0.0177013 0.0162882 0.0143141 0.00227107 0.012043 0.00203156 0.0100115 0.00887588 0.00774447 0.00643688 0.0050506 0.00362879 0.00260764
internal_count=2900 2652 2494 2300 1589 271 1318 242 1076 880 745 625 496 326 263
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=15
num_cat=0
split_feature=19 19 15 5 18 2 10 7 8 17 0 5 6 15
split_gain=1.06004e-05 4.53428e-05 4.19115e-05 3.53559e-05 4.11158e-05 7.2028e-05 5.69462e-05 5.74181e-05 3.12235e-05 2.19465e-05 3.19546e-05 4.73296e-05 3.71475e-05 3.05174e-05
threshold=13.351077205700003 13.851117550450002 32.540328261750005 20.302496186500004 17.454031341500002 219.74617996645003 72.953999827850012 25.396105459650006 7.8438787148500007 186.67336014325002 87.181320254150009 21.269675393700002 16.445384243750002 42.133814420300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 4 5 6 -1 -8 -2 -4 12 -12 -11 -14
right_child=1 2 9 -5 -6 -7 7 -9 -10 10 11 -13 13 -15
leaf_value=0.014172963184499921 0.027977901309155936 -0.016845215812386665 0.011573590525998705 -0.019199842888819266 -0.018019118910809245 0.026125219368618544 -0.026001835963060868 0.0023453870475248335 0.0031590841052273745 -0.017721142341488607 -0.0069449214333830618 0.021864719065564503 -0.0074959270713451827 0.012528926376225125
leaf_weight=0.0013940403351240002 0.0010065500519432233 0.0014180551479482549 0.0017867965562997443 0.0011368315775801569 0.00106623221420671 0.0011137215514130626 0.0013016521234671236 0.0015841760798685697 0.0010211388916805571 0.0016351970160142456 0.0010406414873916914 0.0012615061896293911 0.0018198640830592687 0.0013080513467881578
leaf_count=177 112 171 132 364 426 229 296 266 138 132 88 94 135 140
internal_value=-5.83306e-07 0.00181365 -0.000884424 -0.00293754 -7.56216e-05 0.00347154 -0.00242348 -0.0104406 0.0154792 0.00167241 -0.000831582 0.00884188 -0.00550704 0.000878192
internal_weight=0.0198945 0.0122978 0.0102701 0.00759665 0.00645982 0.00539359 0.00427987 0.00288583 0.00202769 0.00885206 0.00706526 0.00230215 0.00476311 0.00312792
internal_count=2900 1142 892 1758 1394 968 739 562 250 721 589 182 407 275
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=15
num_cat=0
split_feature=3 7 17 15 6 17 19 0 17 17 4 18 3 16
split_gain=1.19514e-05 2.43512e-05 1.82097e-05 3.63555e-05 5.31134e-05 5.57028e-05 3.61894e-05 3.69953e-05 2.9026e-05 4.05844e-05 2.90748e-05 6.24542e-05 4.6348e-05 6.09558e-05
threshold=103.44111502715002 20.778835947700006 179.88087463185005 13.612549286700002 13.665319288000001 199.41622983390002 12.851036860900001 94.047642319350018 186.67336014325002 188.54236693505001 227.97173202615002 13.386548691950003 93.308316333450009 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 -5 -6 8 -8 -10 11 -11 13 -12
right_child=-2 2 3 4 6 -7 7 -9 9 10 12 -13 -14 -15
leaf_value=0.014332874411719749 -0.01052842741169714 -0.010781742493439231 0.01818932724185383 -0.024546893699645946 0.019644488313235474 0.0019393858289410905 0.016663124816067951 -0.016502021442014292 -0.01793228590399781 0.028488714133753801 -0.0061498697746521797 -0.0023204502135944554 -0.017442394944036151 0.021953486497348938
leaf_weight=0.0012036827425079234 0.0010226638076904519 0.0015331415551253702 0.0010978968089045789 0.0016916798917545025 0.0011069336068907027 0.0014963905862087068 0.0012831057705072939 0.0011251528252487529 0.0010440142036239573 0.001191114701157403 0.0019900750087378793 0.0014699562913922416 0.0013246463515234203 0.0012607194668987631
leaf_count=158 248 354 265 371 103 370 107 216 76 76 157 132 178 89
internal_value=-2.75369e-07 0.000571861 -0.000368477 0.000624268 -0.000662764 -0.012115 0.00243247 0.000649984 0.0026679 0.000499278 0.00315841 0.01147 -0.00167558 0.00474914
internal_weight=0.0198412 0.0188185 0.0176148 0.0160817 0.0149838 0.00318807 0.0117957 0.0106888 0.00956363 0.00828053 0.00723651 0.00266107 0.00457544 0.00325079
internal_count=2900 2652 2494 2140 1875 741 1134 1031 815 708 632 208 424 246
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=17
num_cat=0
split_feature=3 5 5 5 14 14 12 2 14 14 19 4 9 10 15 19
split_gain=9.69374e-06 2.2374e-05 2.74014e-05 2.23753e-05 3.06869e-05 3.61815e-05 2.6513e-05 4.06414e-05 2.37615e-05 4.64728e-05 5.60702e-05 3.8529e-05 3.53205e-05 2.89583e-05 8.64886e-05 1.21251e-05
threshold=103.44111502715002 25.763052016400003 23.606333875400001 22.963361893800002 414.62864134155001 351.14539855350006 214.84291680595001 213.18429240960003 227.57315983240002 245.89181903565003 13.051052998800001 208.43801132360002 185.50567866740002 64.654729579150015 29.334060236450004 12.851036860900001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 -8 11 -10 -11 12 -1 -14 15 -15
right_child=-2 -3 -4 -5 -6 -7 7 -9 9 10 -12 -13 13 14 -16 -17
leaf_value=-0.018837497653238024 -0.0094861340979874031 0.014092864351614408 -0.013364980543442935 0.014178982507602869 0.016419243457129511 -0.019364149814719445 0.023058841875861498 -0.0024296345286353321 -0.025815774135873045 -0.016285052419027925 0.012997350595072971 0.01895500459731056 0.012776650820665248 0.015787829708008228 -0.027839034182916212 0.00026662194454950624
leaf_weight=0.0010130031222298609 0.0010215872488316289 0.0011401506968359487 0.0014840911564086802 0.001165670127169712 0.0010337731587275719 0.0010417183820071495 0.0011512335240783929 0.0013700698158539584 0.00110531845050968 0.0012830036980422642 0.0013336175432874381 0.0010478669084905828 0.0015765083090819587 0.001007471481925454 0.0010088943263753536 0.0010057683112989731
leaf_count=108 248 127 221 88 233 237 151 197 150 381 132 158 114 128 107 120
internal_value=2.07542e-07 0.000516567 -0.000361525 0.000833867 -0.000204706 -0.00143712 1.02368e-05 0.00920847 -0.0022237 -0.00862318 -0.00136064 0.0013529 -0.00193395 0.00178962 -0.00394182 0.00803379
internal_weight=0.0197897 0.0187682 0.017628 0.0161439 0.0149782 0.0139445 0.0129028 0.0025213 0.0103815 0.00372194 0.00261662 0.00665951 0.00561165 0.00459864 0.00302213 0.00201324
internal_count=2900 2652 2525 2304 2216 1983 1746 348 1398 663 513 735 577 469 355 248
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=16
num_cat=0
split_feature=2 2 15 5 6 5 18 16 17 10 9 0 0 18 10
split_gain=1.25988e-05 2.78633e-05 1.81585e-05 3.57915e-05 3.49258e-05 3.08505e-05 3.39911e-05 5.32997e-05 5.4852e-05 2.4048e-05 3.54029e-05 9.08186e-05 4.90672e-05 9.1062e-05 1.08852e-05
threshold=317.41815758785003 285.16564649850005 16.353133686700001 13.264960807550002 13.665319288000001 17.671168838450004 13.954623666350001 19.304954856600002 177.83257937300002 61.917879202350001 193.06224578400005 86.001087134900004 86.232294534150014 13.544020937350002 67.203387886850024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -9 -10 11 -11 -12 -14 -8
right_child=-2 -3 3 4 5 6 14 8 9 10 12 -13 13 -15 -16
leaf_value=-0.013345638307596178 -0.010178150362883248 0.015514191182861379 0.015099046953753376 -0.014575166468538878 0.012936634527994671 0.022697078070745575 -0.0041950608678755297 -0.022946922709383324 0.013377406493884001 -0.032963766701292696 0.02140518085172885 0.0075257031171655003 -0.025197305794992027 0.016541726758603201 -0.017927306508832903
leaf_weight=0.0010170651335742594 0.0011456523441452397 0.0011775492668632389 0.001509080503733007 0.0016951387095181089 0.0017752641513375531 0.0010527975741229769 0.0010214789561695525 0.0010161135329693457 0.0014512026078514206 0.0010122163700243747 0.0012215219591413494 0.0012236874720770174 0.0010204929765222914 0.0010715533959313461 0.0013272901723624638
leaf_count=479 264 176 316 294 166 251 91 81 114 103 129 83 55 73 225
internal_value=-3.64928e-07 0.000626782 -0.000379865 0.000424329 -0.00106306 0.000673002 -0.00123368 0.00154288 -0.00123518 0.00191618 -0.00108097 -0.0108043 0.00548006 -0.00381843 -0.0119552
internal_weight=0.0197381 0.0185925 0.0174149 0.0163978 0.0148888 0.0131936 0.0114184 0.00906959 0.00801679 0.00700067 0.00554947 0.0022359 0.00331357 0.00209205 0.00234877
internal_count=2900 2636 2460 1981 1665 1371 1205 889 638 557 443 186 257 128 316
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=15
num_cat=0
split_feature=2 5 8 18 18 18 5 13 6 3 16 15 5 13
split_gain=1.02155e-05 2.86282e-05 3.93206e-05 2.38889e-05 4.32894e-05 2.5366e-05 5.72013e-05 5.82932e-05 3.2902e-05 3.17721e-05 5.20302e-05 5.93517e-05 2.82446e-05 3.33612e-05
threshold=317.41815758785003 29.040033326300005 8.8430989333000021 12.903279561150002 13.086509421050001 13.24392582145 22.732890661650003 117.38883580790001 15.185354803400001 84.850427055100013 17.844958270700005 22.530191796700006 14.72856291645 95.870416931800023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -6 7 8 9 10 11 12 13 -7
right_child=-2 -3 -4 4 5 6 -8 -9 -10 -11 -12 -13 -14 -15
leaf_value=-0.012095939710706865 -0.009169867720472057 0.015527121461119318 -0.018620683335688056 0.019026100129480601 -0.01497507384798886 -0.00093292845877761483 0.017334435029351083 -0.021615085957758295 0.014551584652533787 -0.014037619305272687 0.02045905935124738 -0.020581959404482968 -0.010077377549708003 0.021652594807793444
leaf_weight=0.0013230282358151603 0.0011445250975610456 0.0011962743461735028 0.0011163598960663634 0.0013465226061480226 0.0010154524596234686 0.001421627580206104 0.0019214619505238178 0.0012592671009843326 0.0015615357318149422 0.0015752707017553094 0.001211342019004677 0.0013472827304642425 0.0010296001953632727 0.0012112103715500588
leaf_count=208 264 138 133 138 108 561 170 102 125 276 163 248 114 152
internal_value=-1.18603e-06 0.000564937 -0.000467296 0.000781854 0.00192528 0.000226404 0.00145751 -0.00141585 0.00130231 -0.0013514 0.00186095 -0.00263604 0.00396564 0.00945731
internal_weight=0.0196808 0.0185362 0.01734 0.0162236 0.0149006 0.0135541 0.0125386 0.0106171 0.00935787 0.00779633 0.00622106 0.00500972 0.00366244 0.00263284
internal_count=2900 2636 2498 2365 2157 2019 1911 1741 1639 1514 1238 1075 827 713
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=14
num_cat=0
split_feature=9 0 7 17 12 3 12 16 9 10 7 17 6
split_gain=1.00595e-05 3.26426e-05 3.53477e-05 3.80031e-05 5.16005e-05 5.87273e-05 5.09853e-05 3.79476e-05 3.09036e-05 3.32143e-05 3.47275e-05 2.90698e-05 3.83622e-05
threshold=187.70546222865002 98.615332683000005 22.535351262400003 188.94422143290004 114.86856072930001 93.308316333450009 148.24135922650004 22.604947139800004 181.61255275325001 84.600400448950026 20.778835947700006 205.32027903760002 16.015374196650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -5 6 -6 11 9 10 -1 12 -8
right_child=1 -3 3 4 5 -7 7 -9 -10 -11 -12 -13 -14
leaf_value=0.0040683320907976923 -0.014196961463819994 -0.014546581151933073 0.015090978427506826 -0.019481988006337669 0.027521096130538755 -0.016692450600697729 0.0030153007947347349 0.016682988402983805 0.015396041864026459 0.012654572497029448 -0.015613934553633496 0.010808942328289108 -0.023567112400290375
leaf_weight=0.0018023369716784594 0.0014614938259015784 0.0016949540415582926 0.0019214705906999063 0.0012224402176886128 0.0010139705345801886 0.0012565488412833101 0.0011294509860367572 0.0013624489936781004 0.0015773913006214427 0.0013554467093457902 0.0017835340800410383 0.001004131712897316 0.0010453750107330961
leaf_count=359 117 460 182 120 101 160 157 100 132 368 457 122 65
internal_value=-8.84452e-07 -0.00159698 0.000325446 0.0024573 -0.000564124 0.0028308 0.00724668 0.00271997 0.00320964 -0.000680563 -0.0057212 -0.00326435 -0.00976208
internal_weight=0.019631 0.0131123 0.0114173 0.00995584 0.00803437 0.00681193 0.00555538 0.00454141 0.00651871 0.00494132 0.00358587 0.00317896 0.00217483
internal_count=2900 1584 1124 1007 825 705 545 444 1316 1184 816 344 222
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=15
num_cat=0
split_feature=16 15 17 17 2 17 5 9 15 8 15 10 19 9
split_gain=1.02448e-05 2.66289e-05 2.37115e-05 2.46112e-05 4.73599e-05 3.48465e-05 2.31394e-05 3.82103e-05 3.64013e-05 2.68534e-05 4.99542e-05 3.80776e-05 3.53055e-05 2.2976e-05
threshold=22.724946859200003 44.920183738100008 168.45154159730004 182.28951942140003 192.77055391600001 187.07782946595003 21.850554661550003 200.12618528045002 37.261389050600009 8.1436447804000007 20.044580420600003 64.434276012450013 13.551093343600002 196.26893085885004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 -5 8 -8 9 10 -7 -11 -13 -12
right_child=-2 -3 3 5 -6 6 7 -9 -10 11 13 12 -14 -15
leaf_value=-0.014046631616391973 0.0080041962198789222 -0.015956658113834829 0.021457122604196036 -0.014232360104812554 -0.0063936239702354156 -0.0064804686368679313 -0.0017194340838974102 0.02176796021196753 -0.018645266033976978 0.0094986554295835319 0.0046136411096221628 -0.000564718721716666 -0.025007402714576944 0.023326296720907816
leaf_weight=0.0010781005890818677 0.0014780883031682004 0.0010699962468589423 0.0015237517526411975 0.0016103456248206275 0.0010188158670867502 0.0017888770606306406 0.0014590404317352393 0.0013186349492157808 0.0010357639549727531 0.001173994405678315 0.0011683693872648199 0.0012069471137350629 0.0011578401232723787 0.0014966758898733237
leaf_count=379 102 177 247 244 142 453 129 95 98 92 227 194 123 198
internal_value=-8.16381e-07 -0.000654266 0.00030678 0.00127641 0.0102972 -0.000433128 0.00144907 0.00943064 -0.00100652 0.00127927 0.00644591 -0.00522349 -0.0125323 0.0151226
internal_weight=0.0195852 0.0181072 0.0170372 0.0159591 0.00254257 0.0134165 0.0118061 0.00277768 0.00902847 0.0079927 0.00445392 0.00353878 0.00236479 0.00266505
internal_count=2900 2798 2621 2242 389 1853 1609 224 1385 1287 878 409 317 425
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=13
num_cat=0
split_feature=9 0 7 17 18 6 3 15 9 9 16 15
split_gain=1.00872e-05 2.87423e-05 3.15889e-05 3.07887e-05 4.07242e-05 5.09697e-05 3.19744e-05 4.26351e-05 3.72228e-05 2.79694e-05 6.04187e-05 3.59598e-05
threshold=187.70546222865002 98.615332683000005 22.535351262400003 188.94422143290004 15.312071772700003 14.835346625500001 93.308316333450009 35.645792850250011 199.21354841250005 64.606296034500005 14.224966735800002 33.551906023850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 5 -5 7 -7 -9 10 -1 -11
right_child=1 -3 3 4 -6 6 -8 8 -10 11 -12 -13
leaf_value=0.0066243695579394652 -0.013545130051247918 -0.01379327991247898 0.013616241207307742 -0.023822653901449522 0.017393420680787194 -0.0082377536072876078 -0.012788070138462119 0.025283527127648277 0.0019133724102299487 0.01815237704528291 -0.023117889332194063 -0.0022614149778635829
leaf_weight=0.0019315528200352918 0.0014568139951559528 0.001684657472742321 0.0019144350252007407 0.0010338418122697243 0.0010968783970348173 0.0016593673735706355 0.0014219630098298878 0.0012010952129231089 0.0015755249030346974 0.0019832908164539725 0.0010566338378360327 0.0015275463671420245
leaf_count=501 117 460 182 176 135 152 171 77 114 471 231 113
internal_value=-4.39902e-07 -0.00160402 0.000203624 0.00222616 -0.000503403 -0.00335181 0.00026099 0.00444389 0.0120227 0.00321821 -0.0038926 0.00927045
internal_weight=0.0195436 0.0130446 0.0113599 0.00990311 0.00798867 0.00689179 0.00585795 0.00443599 0.00277662 0.00649902 0.00298819 0.00351084
internal_count=2900 1584 1124 1007 825 690 514 343 191 1316 732 584
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=15
num_cat=0
split_feature=19 7 17 16 12 2 18 7 17 17 6 17 3 16
split_gain=1.07501e-05 4.29649e-05 4.20892e-05 3.27232e-05 4.94444e-05 4.19968e-05 7.56391e-05 2.31283e-05 8.60318e-05 2.80409e-05 2.96019e-05 6.45228e-05 6.54526e-05 9.66104e-05
threshold=13.351077205700003 20.940097048150005 184.59783591905003 15.919962772200003 167.86002060340005 153.92068653480001 16.433295803950003 22.535351262400003 189.27091549140002 192.00356210945003 16.515385879350003 195.76335783930003 89.227236891450005 22.604947139800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 -7 -4 -9 -10 11 -11 -13 -14
right_child=1 2 7 4 -6 6 -8 8 9 10 -12 12 13 -15
leaf_value=-0.012311445903444936 0.01914743735650546 -0.01894600461141914 -0.010698023378547921 -0.00012079044558339753 -0.029515075332247294 0.021713364010891363 -0.0073511696005268273 0.030952587287230261 -0.014234054950524714 0.02710224611204412 -0.012657986468572344 0.013004840462764136 -0.033991928731800285 0.0089893163571537326
leaf_weight=0.00154234714279917 0.001282640876515701 0.0010792982668051737 0.0012713510737836871 0.0013264782861301283 0.0010064498116069294 0.0018213399303626102 0.0017612870042997206 0.0010229703434602843 0.0011642601622869897 0.0011135541478876588 0.0010473325304720879 0.0019716446148902583 0.0010404859742430697 0.0010513977211212833
leaf_count=384 137 85 106 281 287 320 486 95 99 99 96 264 79 82
internal_value=-3.10873e-07 0.0018471 -0.000214736 -0.00298399 -0.0128018 0.00148515 0.00742469 0.00187311 0.00377314 1.011e-05 0.00267444 0.00577622 -6.78855e-05 -0.0123892
internal_weight=0.0195028 0.0120449 0.0107623 0.0074579 0.00233293 0.00512497 0.00358263 0.009683 0.00841165 0.00738868 0.00622441 0.00517708 0.00406353 0.00209188
internal_count=2900 1142 1005 1758 568 1190 806 920 814 719 620 524 425 161
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=15
num_cat=0
split_feature=3 5 5 9 8 12 9 16 15 17 17 2 18 4
split_gain=1.2623e-05 2.08313e-05 2.713e-05 1.69111e-05 3.13279e-05 3.51796e-05 2.9702e-05 5.39764e-05 3.88022e-05 3.43127e-05 3.80037e-05 3.6472e-05 5.52084e-05 5.46938e-06
threshold=103.44111502715002 25.763052016400003 23.606333875400001 187.70546222865002 1.8485574041500004 142.72328397895004 193.32717468205001 17.844958270700005 22.384853640850004 189.27091549140002 192.70224472390001 213.18429240960003 13.901940775400002 228.53067524955003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -6 -5 8 -8 -9 -11 12 -12 -14
right_child=-2 -3 -4 6 5 -7 7 9 -10 10 11 -13 13 -15
leaf_value=-0.0051871255224838313 -0.010919674447305442 0.013833866124374703 -0.013287275059595977 -0.01302331502181954 0.00010874698322739115 0.020911779582669023 -0.0012144490297460397 0.02165452112174264 -0.026604431041742722 -0.01500199468057189 0.029016730430005355 -0.0083293978039585426 -0.0032653006948362624 0.0071661987683929347
leaf_weight=0.0017168775617619762 0.0010039968815638732 0.0011164646769804129 0.0014633211031160323 0.0017953148003505013 0.0014864634774382061 0.0017939649212869897 0.0014946261789569207 0.0011326322436639152 0.0010077471181990046 0.0010080260264043956 0.001203515408239598 0.0012039124658334861 0.0010078960523647318 0.001002621137344395
leaf_count=523 248 127 221 178 145 300 325 84 201 76 96 140 117 119
internal_value=-2.66069e-07 0.000594473 -0.000259104 0.000943425 0.0057573 0.0114853 -0.00127247 0.00105581 -0.0114394 0.00582324 0.00251857 0.00651618 0.012077 0.00193676
internal_weight=0.0194374 0.0184334 0.0173169 0.0158536 0.00499731 0.00328043 0.0108563 0.00906098 0.00250237 0.0065586 0.00542597 0.00441795 0.00321403 0.00201052
internal_count=2900 2652 2525 2304 968 445 1336 1158 526 632 548 472 332 236
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=13
num_cat=0
split_feature=17 3 10 13 13 6 16 3 5 12 16 7
split_gain=1.11297e-05 2.60761e-05 2.82514e-05 1.90978e-05 1.90203e-05 4.12087e-05 2.91112e-05 5.40418e-05 7.2858e-05 2.94171e-05 7.12724e-05 2.76331e-05
threshold=171.14418113535001 94.260030511650015 61.960894532450006 117.55283175385001 117.38883580790001 15.825369757250002 19.974953289850003 85.622014538550019 15.299679811400003 172.75554276225003 13.894967507500002 24.639960683050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 7 8 9 -4 -11 -10
right_child=1 -3 3 -5 -6 -7 -8 -9 11 10 -12 -13
leaf_value=-0.0071138294983520284 -0.013344405937196144 0.012857738121864885 0.020261093454221838 0.011136794932291123 -0.010171095243675002 0.014991411381144869 -0.014797113317750769 0.020255072043832173 -0.027816036402405556 0.014658379177219821 -0.016837259664780616 -0.0068464468679942728
leaf_weight=0.0019750497666581142 0.0015309158265034732 0.0016278482175091083 0.0010340731205681778 0.0016302210994335259 0.0017098815028950684 0.0018016885850009419 0.0014051532279314438 0.0012103144413664873 0.0011044932803127767 0.0016123946161506336 0.0012959873903640173 0.0014579415958404286
leaf_count=468 119 204 261 148 174 151 120 188 157 418 221 271
internal_value=4.72214e-07 0.000807037 -0.000435072 0.000950631 -0.00036395 0.00117139 -0.0015587 0.000852386 -0.00275772 0.00577449 0.000623789 -0.015885
internal_weight=0.019396 0.0174209 0.0157931 0.0142621 0.0126319 0.010922 0.00912036 0.0077152 0.00650489 0.00394246 0.00290838 0.00256243
internal_count=2900 2432 2228 2109 1961 1787 1636 1516 1328 900 639 428
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=14
num_cat=0
split_feature=13 15 15 6 16 5 16 15 9 7 0 15 7
split_gain=1.05393e-05 2.4161e-05 2.92304e-05 1.7434e-05 2.34826e-05 4.18495e-05 3.75663e-05 2.67903e-05 5.04379e-05 3.65919e-05 4.53131e-05 8.14056e-05 4.86329e-05
threshold=92.138837046750012 17.183237161800005 20.203197038850004 11.175261108200003 18.684956306450005 19.500380888400006 15.919962772200003 35.054707749500004 191.07475275385002 22.296968840150004 86.345209775600011 42.133814420300006 23.824098587650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 -4 6 -6 -5 8 -7 -9 11 -11 -12
right_child=1 2 3 4 5 7 -8 9 -10 10 12 -13 -14
leaf_value=-0.0078575100389956538 0.015515152573645311 -0.016764826384476846 0.011844877607998428 0.0042497626007866572 0.017444982220727812 0.0057341850620605921 -0.018461253418725412 0.019260616813546853 -0.024279114610021635 -0.026242082047831995 0.019354586361991 0.0064979704926080841 -0.0038885681025876253
leaf_weight=0.0015685744780638512 0.0010357400510975978 0.0010042234548953552 0.0013171523134622833 0.0013338141519886279 0.001499368851486437 0.0010622211050888199 0.0016044057846409461 0.0010945002687567937 0.0011840876350495619 0.0014823113170947437 0.0017075784234364955 0.0015573136411035898 0.0019039057739526632
leaf_count=592 202 204 273 167 161 121 420 63 91 127 120 201 158
internal_value=2.86172e-07 0.000693253 -0.000223214 0.000831706 -0.000173597 0.00186629 -0.00815152 -0.000471424 -0.0100866 0.00231708 -0.000471132 -0.00946813 0.00710124
internal_weight=0.0193552 0.0177866 0.0167509 0.0157467 0.0144295 0.0114913 0.00293822 0.00999192 0.00224631 0.00774561 0.00665111 0.00303962 0.00361148
internal_count=2900 2308 2106 1902 1629 1042 587 881 212 669 606 328 278
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
atom_p_int_Cs=2234
atom_area_sasa_Hs_min=2226
atom_area_sasa_Cs=2141
atom_p_int_Hs_min=2130
atom_p_int_times_area_Hs_min=2075
atom_volumes_sasa_Cs=2067
atom_p_int_times_area_Cs=2037
atom_volumes_sasa_Hs_min=1828
atom_v_bur_3_5_Hs_min=1662
atom_v_bur_3_5_Cs=1609
atom_v_free_3_5_Hs_min=1568
atom_v_distal_3_5_Cs=1205
atom_v_free_3_5_Cs=1148
atom_areas_Hs_min=1138
atom_areas_Cs=1017
atom_v_distal_3_5_Hs_min=886
atom_v_molecular_3_5_Cs=838
atom_v_molecular_3_5_Hs_min=437

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:[]
