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=3333 3347 3347 3348 3348 3352 3355 3355 3354 3369 3372 3373 3366 3354 3345 3363 3355 3344 3364 3362 3373 3363 3376 3383 3369 3385 3380 3353 3342 3387 3389 3386 3386 3381 3381 3389 3360 3378 3378 3390 3366 3387 3366 3380 3368 3369 3382 3375 3382 3382 3374 3394 3402 3380 3390 3373 3395 3379 3391 3399 3400 3406 3386 3395 3385 3408 3388 3392 3391 3396 3372 3396 3371 3380 3403 3379 3403 3390 3385 3387 3416 3376 3380 3388 3405 3395 3393 3396 3401 3402 3412 3409 3405 3398 3420 3405 3382 3426 3432 3431 3409 3419 3383 3375 3385 3387 3408 3416 3396 3395 3406 3418 3432 3398 3413 3385 3418 3433 3393 3411 3427 3378 3409 3406 3436 3405 3423 3398 3423 3414 3420 3416 3428 3434 3432 3416 3426 3444 3424 3426 3414 3434 3436 3417 3417 3407 3431 3440 3415 3425 3450 3448 3428 3414 3425 3422 3440 3428 3448 3437 3456 3425 3458 3450 3419 3440 3452 3433 3435 3447 3445 3463 3443 3443 3414 3441 3449 3428 3440 3432 3437 3450 3410 3454 3455 3456 3423 3444 3449 3445 3432 3454 3426 3433 3449 3457 3436 3443 3436 3454 3456 3428 3467 3468 3420 3449 3452 3429 3468 3427 3446 3465 3433 3463 3437 3478 3468 3468 3457 3475 3449 3484 3469 3454 3433 3476 3449 3477 3439 3472 3434 3470 3486 3464 3484 3454 3471 3448 3479 3470 3478 3490 3486 3457 3468 3465 3475 3496 3462 3457 3472 3462 3456 3461 3491 3475 3480 3481 3450 3479 3500 3495 3515 3516 3484 3470 3496 3484 3488 3487 3480 3455 3487 3466 3492 3461 3485 3461 3496 3471 3496 3506 3475 3461 3520 3504 3505 3479 3457 3478 3492 3493 3495 3502 3509 3503 3516 3491 3484 3514 3516 3490 3489 3500 3478 3501 3488 3481 3524 3478 3508 3489 3498 3512 3511 3447 3494 3502 3501 3491 3506 3502 3508 3512 3482 3486 3517 3510 3486 3491 3504 3494 3518 3530 3520 3502 3524 3495 3493 3499 3542 3504 3555 3505 3483 3505 3510 3547 3515 3505 3505 3523 3492 3503 3491 3556 3512 3493 3537 3496 3532 3498 3549 3524 3527 3484 3519 3536 3495 3496 3523 3513 3500 3512 3558 3503 3521 3568 3528 3508 3527 3509 3539 3539 3507 3530 3521 3528 3525 3523 3535 3523 3504 3512 3541 3512 3527 3532 3538 3540 3533 3514 3531 3516 3521 3516 3536 3518 3527 3541 3567 3546 3540 3514 3531 3543 3532 3554 3554 3544 3543 3545 3540 3528 3541 3551 3543 3526 3545 3537 3555 3565 3523 3548 3528 3550 3537 3525 3569 3544 3546 3539 3568 3540 3578 3580 3577 3584 3540 3558 3573 3572 3560 3522 3546 3563 3543 3566 3554 3580 3583 3551 3559 3580 3574 3558 3560 3534 3560 3561 3548 3549 3541 3530 3533 3585 3576 3542 3567 3558 3575 3590 3564 3574 3600 3560 3565 3560 3584 3557 3579 3579 3564 3540 3584 3554 3564 3566 3528 3593 3559 3579 3573 3571 3548 3577 3561 3562 3549 3526 3568 3537 3598 3586 3579 3564 3596 3571 3568 3563 3546 3577 3563 3571 3572 3598 3589 3583 3583 3570 3564 3567 3590 3585 3585 3598 3567 3580 3591 3590 3585 3567 3577 3579 3566 3574 3602 3612 3575 3573 3591 3577 3590 3579 3585 3563 3564 3574 3579 3564 3585 3573 3582 3600 3576 3567 3573 3561 3585 3586 3591 3580 3570 3601 3577 3589 3595 3583 3603 3601 3608 3570 3596 3569 3582 3570 3578 3586 3573 3590 3560 3601 3607 3581 3594 3568 3591 3570 3585 3588 3590 3604 3589 3596 3570 3575 3581 3585 3596 3596 3612 3590 3599 3587 3590 3590 3588 3617 3596 3562 3590 3583 3601 3592 3602 3606 3577 3625 3596 3597 3578 3588 3576 3599 3597 3599 3590 3593 3587 3588 3578 3616 3596 3608 3607 3616 3622 3598 3608 3598 3602 3602 3614 3605 3590 3619 3600 3611 3614 3587 3613 3590 3599 3595 3587 3615 3601 3600 3594 3624 3604 3614 3606 3628 3625 3614 3602 3620 3614 3598 3603 3616 3627 3636 3606 3618 3599 3613 3602 3607 3621 3596 3606 3613 3599 3596 3613 3622 3610 3603 3597 3611 3612 3610 3595 3593 3621 3582 3604 3595 3600 3623 3623 3620 3613 3607 3608 3609 3614 3604 3602 3602 3611 3599 3611 3589 3611 3610 3621 3609 3604 3622 3616 3609 3598 3615 3611 3587 3634 3580 3623 3624 3609 3612 3585 3606 3603 3610 3610 3618 3608 3618 3605 3603 3605 3623 3619 3614 3618 3605 3622 3616 3623 3596 3617 3615 3595 3614 3597 3607 3619 3613 3620 3620 3602 3606 3607 3599 3623 3618 3601 3600 3604 3626 3634 3608 3633 3603 3605 3606 3614 3595 3606 3625 3622 3615 3634 3603 3616 3616 3626 3613 3597 3619 3612 3617 3596 3602 3631 3611 3607 3606 3602 3617 3598 3612 3620 3602 3619 3640 3601 3614 3619 3612 3639 3624 3604 3607 3619 3603 3610 3619 3624 3604 3615 3611 3604 3613 3629 3618 3615 3616 3616 3616 3610 3646 3617 3608 3636 3614 3603 3604 3604 3606 3618 3611 3604 3625 3602 3607 3614 3620 3620 3618 3606 3603 3601 3614 3602 3622 3625 3619 3611 3620 3608 3595 3606 3596 3627 3604 3609 3627 3619 3606 3619 3631 3618 3621 3618 3608 3610 3619 3613 3633 3622 3621 3616 3612 3618 3613 3629 3629 3614 3619 3639 3614 3618 3607 3627 3605 3594 3622 3597 3618 3622 3632 3616 3616 3607 3599 3606 3620 3628 3640 3635 3627 3624 3609 3591 3635 3631 3631 3594 3603 3614 3624 3623 3611 3618 3616 3605 3598 3625 3603 3619 3611 3618 3619 3606 3626 3624 3618 3622 3606 3599 3603 3638 3602 3619 3614 3615 3613 3624 3616 3612 3614 3617 3606 3613 3604 3612 3631 3627 3622 3627 3615 3609 3606 3614 3610 3631 3629 3623 3605 3603 3629 3621 3645 3607 3614 3611 3630 3612 3626 3624 3636 3613 3613 3607 3616

Tree=0
num_leaves=31
num_cat=0
split_feature=16 5 8 0 15 10 17 15 13 16 7 10 6 3 5 0 12 2 5 3 13 17 15 6 10 3 5 7 10 0
split_gain=1145.88 164.849 157.544 89.0841 85.3373 74.1354 57.2706 48.0664 46.3219 42.9413 76.8507 57.0256 40.1732 35.7749 37.247 46.5383 31.4655 29.9451 33.3347 29.3333 24.2409 20.6477 17.4754 15.6226 23.6339 13.6468 61.1179 13.3223 29.3259 13.3009
threshold=18.594956516900002 23.626838821450004 7.0445025401000008 103.48144189910001 30.046989284200006 66.964115113200009 168.81379805985003 30.046989284200006 113.62230596715001 15.584963555600002 28.8637720374 71.015621515800021 16.465384711100004 108.47659710545001 29.996566321350006 85.791387400750025 216.11788648010003 90.745765132650021 20.769304081650002 93.499196860750018 117.64961624655002 200.11066131620001 46.074827201850006 16.605387982250004 60.613977009100005 81.105404879350019 14.582249945350002 25.350214218950004 70.123053416500014 96.531777631850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 6 12 -4 21 -3 25 11 -11 19 14 15 23 -14 -9 27 -2 -18 -7 -17 -10 -25 26 -8 28 -19 -23
right_child=1 8 3 -5 -6 7 9 17 13 10 -12 -13 16 -15 -16 22 20 18 -20 -21 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.18418612415064664 0.17242897512648137 0.18816977828646861 -0.16719327673697965 -0.18706049889827953 -0.18954052119742212 0.13971313563160276 0.10461690551983155 -0.20000004713406366 -0.20000004713406366 0.12317507111901056 0.19999995286593636 -0.1523566318608767 0.1063775319918497 -0.17961406454486956 0.10504104179720819 0.10975994091340875 -0.20000004713406372 0.093431083209263008 -0.20000004713406366 0.050894136237182447 0.12060936485205376 -0.10629331891064125 -0.039082434127607785 -0.14828954820043638 0.093431083209263063 0.11880151886743909 -0.17197441160535709 0.13386212180592161 -0.15883238878000075 0.11315099132785877
leaf_weight=210.345453992486 234.65747356414795 10.127485841512678 18.435145989060402 46.740240901708603 28.911329507827759 42.727639600634575 30.774265006184578 8.5364571958780271 16.324102357029915 9.3571189045906049 10.583958029747008 38.082761168479919 92.779267206788063 14.833663254976271 20.818096473813057 16.596009209752086 6.2900210916995984 12.366736978292471 6.4397834986448279 21.695116013288498 3.7728000432252884 6.454153433442114 15.033720433712004 11.695837676525118 6.1833684891462317 33.199203386902809 10.790078267455099 11.774872317910193 7.3455429077148429 4.8283218592405319
leaf_count=1360 397 15 115 304 189 91 80 57 109 22 14 230 239 95 54 42 42 34 43 72 9 35 68 70 17 80 68 26 45 12
internal_value=-5.18475e-08 0.0932516 -0.121845 -0.064045 -0.0321256 0.119721 -0.00203033 0.0437886 -0.015763 0.0208996 -0.0436511 -0.0980103 0.140961 -0.0361141 -0.0115486 -0.0484172 0.088161 -0.0307836 0.00730299 0.162143 -0.0797957 0.107941 0.0390146 -0.12927 -0.0646926 0.0709973 0.032814 0.0497008 -0.000571851 -0.0123824
internal_weight=1008.5 571.28 437.22 226.874 180.134 459.668 151.223 100.474 111.612 132.787 58.0238 47.4399 359.195 101.485 86.6511 65.833 102.842 46.4634 37.9269 256.353 10.0628 54.0101 31.6297 34.2033 17.8792 74.7635 41.5643 31.4872 19.7123 11.2825
internal_count=4034 1572 2462 1102 798 1102 609 343 470 494 266 252 759 455 360 306 290 205 148 469 51 138 110 196 87 228 148 105 79 47
is_linear=0
shrinkage=1


Tree=1
num_leaves=31
num_cat=0
split_feature=16 5 8 0 15 10 17 15 19 15 13 16 5 6 0 12 0 0 13 16 16 13 2 6 10 9 18 17 18 9
split_gain=934.798 134.411 129.193 72.9707 70.5327 60.5102 50.6196 39.5091 38.571 60.7041 37.9122 36.8797 33.3768 33.1588 29.0178 25.5679 24.4066 23.4313 38.1343 32.7652 20.0381 19.8273 17.6432 17.4425 16.1619 21.3252 14.7724 13.5177 13.2081 13.0115
threshold=18.594956516900002 23.626838821450004 7.0445025401000008 103.48144189910001 28.504445985850001 66.964115113200009 176.60850786575003 29.037712645600003 12.651020723000002 26.135540888150004 116.60649449195002 21.094950670800003 29.996566321350006 16.465384711100004 85.791387400750025 216.11788648010003 85.995710218650018 96.163458868000006 109.34496908160001 19.974953289850003 15.524963695900002 117.64961624655002 278.37669679275001 16.405383309150004 61.87486387225001 207.04102956050002 16.587089536200001 202.84545261905001 14.053554955550002 206.75106037490002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 6 13 -4 -7 29 20 22 -12 14 16 24 -15 -2 18 -9 -20 -10 -17 -3 27 25 -13 -11 -16 -6 -8
right_child=1 10 3 -5 28 7 8 17 9 26 11 12 -14 15 23 21 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.16722967348683035 0.040119635526941227 0.14250034239855144 -0.13486814017246562 -0.16988627978845222 0.0081288090682112343 0.11382004411360258 0.12129633688465383 -0.18863327932028606 0.031063230221336991 0.0074787306295951402 -0.18714095803186753 0.05532897986063471 0.15388003494637434 0.096020978223173875 -0.19850039630152683 -0.18187307692732876 0.15594280972635499 0.10880862033657993 0.060992269771493572 -0.19371485752603912 -0.15357784322258833 0.10895835901020823 -0.040518215539814773 0.079216775868386602 -0.18213852061871105 -0.18621815076733297 0.17980496866943776 0.059245113475062353 -0.17505210624770681 0.031433652934615357
leaf_weight=208.57152512669563 19.721061587333679 18.774824455380443 22.49774631857872 46.333732753992081 4.4838528037071219 41.767999410629272 35.64890119433403 13.377817288041113 7.5037038475275031 8.8351403772830963 15.316586032509802 9.4565697461366671 9.943086236715315 92.517284005880356 4.9383077621459979 6.2275376021862012 234.88189196586609 12.317287713289259 26.240304112434387 6.254204422235488 27.122243627905846 3.7591128945350647 7.3212851285934439 20.164101123809814 15.718280047178267 5.9576839208602896 11.384192496538162 3.460799515247345 32.228984251618385 29.401750504970551
leaf_count=1360 67 37 135 304 18 98 81 90 26 35 103 31 18 239 33 42 402 30 83 42 170 9 33 58 106 40 16 11 213 104
internal_value=-6.27044e-06 0.0844107 -0.110507 -0.0580286 -0.0290918 0.108386 0.00277245 0.0396136 0.0285999 -0.0331711 -0.0142685 -0.0466517 -0.015752 0.127637 -0.0440064 0.0796122 0.146971 -0.0136511 -0.046533 0.0119689 -0.113565 -0.0724001 0.0911543 0.0287823 -0.110788 -0.0380302 0.104504 -0.092298 -0.15268 0.08068
internal_weight=1002.13 568.116 434.012 225.44 179.107 457.065 142.394 99.9576 119.896 54.8453 111.052 84.9554 69.6388 357.107 59.6957 102.504 254.603 58.1896 45.8723 32.4945 34.6259 9.98665 26.0961 28.5632 31.1325 15.4143 20.2193 8.39911 36.7128 65.0507
internal_count=4034 1572 2462 1102 798 1102 567 343 432 247 470 400 297 759 279 290 469 245 215 125 196 51 70 102 177 71 51 44 231 185
is_linear=0
shrinkage=0.1


Tree=2
num_leaves=31
num_cat=0
split_feature=16 5 8 0 15 10 18 10 19 0 5 6 16 13 0 7 2 13 16 0 12 3 5 8 3 19 13 16 19 7
split_gain=770.885 110.722 108.597 61.6685 57.8286 50.3965 38.8164 44.768 60.5442 34.2779 33.9409 28.2324 26.7121 32.0569 42.271 30.6036 26.5628 35.6134 26.3353 36.0379 20.8938 20.89 19.9618 21.3913 19.8603 49.5435 16.4859 13.6203 36.2939 11.7296
threshold=18.594956516900002 23.626838821450004 7.0445025401000008 104.06483731340002 30.046989284200006 66.964115113200009 17.323446153950005 81.479100559500012 13.051052998800001 86.692020874450009 20.769304081650002 16.465384711100004 19.974953289850003 109.40142670235001 96.163458868000006 23.109894804950002 315.94243452415003 116.72209819155002 22.724946859200003 85.791387400750025 216.11788648010003 93.499196860750018 29.996566321350006 8.6432548896500023 81.105404879350019 11.950964240300001 117.64961624655002 17.684958644900004 11.850956171350001 25.213275923400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 6 11 7 8 24 16 12 21 13 14 15 -7 17 -3 19 -19 -13 -2 23 -20 25 -4 -22 28 -8 -14
right_child=1 9 3 -5 -6 10 27 -9 -10 -11 -12 20 29 -15 -16 -17 -18 18 22 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.15406191441364714 0.14368861866555863 0.1262408573509391 0.081065653352611192 -0.16272018714697462 -0.15977156260869516 0.13018773604712325 0.14266792925384622 -0.18055710998085914 -0.16185674960024887 0.13459663962749374 -0.18239314636164697 0.087092426905714615 -0.18552903425419431 0.12994871552874557 0.12189819672691114 -0.14977621811592323 -0.18920445796445376 -0.15995490633043388 0.098632312994715018 0.019247340193159022 -0.16825816941710289 0.040874215997497965 0.15199367393890739 -0.14159124828679678 0.073255695183699107 -0.14784242578406079 0.099046524288974924 0.18028898450205488 -0.18278528041863742 0.044265025428124806
leaf_weight=203.98275841772556 228.44377559423447 14.552374482154844 20.863120555877686 41.648239612579346 28.026265382766724 5.0533890724182156 10.939336836338041 16.581740245223045 19.832728415727615 13.75286617875099 6.6403843313455573 91.83553771674633 6.328030586242674 42.995661348104477 17.425731495022774 17.174509093165398 9.9149426966905576 28.430007338523865 6.751143246889117 18.540450975298882 6.0661675035953504 21.633478119969368 9.5107215046882612 8.2204990386962873 49.683317586779594 17.291484460234642 3.7235254347324371 12.464618384838104 4.9893705546855935 3.4227438271045685
leaf_count=1360 397 30 60 283 189 10 21 113 131 28 45 239 43 88 37 109 67 192 17 68 42 72 16 52 145 109 9 17 34 11
internal_value=-2.70943e-05 0.0770636 -0.10137 -0.0530245 -0.0277377 0.098989 -0.00349578 -0.0276016 -0.00404574 -0.0130472 0.0359779 0.116733 0.0516713 0.0701392 0.00528884 -0.086128 -0.0342161 -0.0163486 -0.0453889 -0.0892192 0.0722881 0.134794 0.0387013 -0.0332675 0.0315861 -0.0226744 -0.0665884 0.101994 0.0407258 -0.104866
internal_weight=986.719 560.416 426.303 222.32 180.672 450.743 152.646 124.252 107.671 109.673 99.0404 351.702 92.4001 82.6493 39.6536 22.2279 95.9201 86.0052 71.4528 46.9705 101.625 250.077 24.4824 14.9716 87.8379 38.1546 9.78969 28.3933 15.9287 9.75077
internal_count=4034 1572 2462 1102 819 1102 630 558 445 470 343 759 298 244 156 119 442 375 345 260 290 469 85 69 314 169 51 72 55 54
is_linear=0
shrinkage=0.1


Tree=3
num_leaves=31
num_cat=0
split_feature=16 8 5 0 5 10 18 10 16 10 13 15 6 3 5 3 2 5 0 12 17 13 3 6 6 19 16 19 6 4
split_gain=641.667 92.6525 91.9825 52.4162 49.4152 42.1493 30.6908 38.8107 53.3305 43.1123 29.268 28.9494 24.5826 20.6887 21.214 27.0113 19.5639 22.1947 18.306 17.1461 13.9278 13.8791 12.4538 34.5306 12.2222 15.4369 11.7089 33.3725 11.6376 8.80777
threshold=18.594956516900002 7.0445025401000008 23.626838821450004 104.06483731340002 18.393720489900002 66.964115113200009 17.323446153950005 81.479100559500012 15.584963555600002 71.015621515800021 113.62230596715001 30.046989284200006 16.465384711100004 108.47659710545001 29.996566321350006 93.72771580185001 90.745765132650021 20.769304081650002 85.995710218650018 216.11788648010003 200.11066131620001 117.64961624655002 81.105404879350019 12.350288562550002 16.405383309150004 14.451165964200003 17.684958644900004 11.850956171350001 16.375382608200002 207.90319581710003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 6 12 7 8 22 -10 -4 20 18 14 15 24 -13 -18 28 -14 -7 -21 23 29 25 -12 27 -8 -2 -3
right_child=2 3 10 -5 -6 11 26 -9 9 -11 13 16 19 -15 -16 -17 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.14347597612389273 -0.076277249977533115 0.1412170502562792 0.15378772522344356 -0.15195182563080117 -0.13903683583568735 0.11007291010459522 0.13999582421659243 -0.16744916745489868 0.14283280510482574 -0.13407318728321999 -0.18391890050017828 -0.16707433134809524 0.079266792998537658 -0.14109804944571747 0.079755168935683463 -0.094935640016858822 0.039817471053001915 -0.16799365863067153 0.13282005792716031 -0.15768740532593614 -0.016357701233872309 0.090438829279542055 0.1023371822472685 -0.14952810230365046 0.081588933574770262 0.082759317924539041 0.16747382928843613 -0.16842156075256751 0.08677708887952286 0.0070635714389110406
leaf_weight=197.46135732531548 6.5824348032474544 11.687527820467954 9.6868364661931974 40.212466388940811 31.522185072302818 41.380081042647362 10.469465136528013 16.114794552326202 6.7264777719974509 34.261062636971474 4.7244682013988513 8.0620974749326688 90.862254306674004 13.972141608595846 20.154683887958527 36.086226299405098 30.611081883311272 6.1763489991426459 223.98678122460842 5.8371262550353986 11.03728626668453 3.6727519333362579 31.682094722986221 9.1230270713567716 18.919153213500977 4.0155392438173294 12.094910085201263 5.2766752839088449 13.065833449363707 8.4195344001054746
leaf_count=1360 32 23 15 283 210 91 19 113 13 222 32 57 239 95 54 212 105 43 402 42 47 9 74 58 51 11 17 37 35 33
internal_value=-5.54247e-05 -0.0938789 0.070898 -0.04887 -0.0255008 0.0911096 -0.00096344 -0.0232436 -0.000438378 -0.0886301 -0.0120228 0.0329874 0.107544 -0.0284337 -0.0096714 -0.0379458 -0.0259914 0.00492745 0.124702 0.0658956 0.083451 -0.0618601 0.0589054 0.0118303 0.0364074 -0.0613953 0.0934791 0.0366423 0.0321517 0.0850423
internal_weight=963.885 415.052 548.833 217.59 177.378 441.274 145.856 118.015 101.9 40.9875 107.559 97.2669 344.007 97.8722 83.9001 63.7454 44.8495 36.7874 243.635 100.372 52.4174 9.50988 60.9122 29.2301 27.6592 8.74001 27.8411 15.7461 19.6483 20.1071
internal_count=4034 2462 1572 1102 819 1102 609 536 423 235 470 343 759 455 360 306 205 148 469 290 138 51 188 114 94 43 73 56 67 56
is_linear=0
shrinkage=0.1


Tree=4
num_leaves=31
num_cat=0
split_feature=16 8 0 0 15 15 10 7 3 17 16 6 0 17 19 3 10 6 15 6 16 3 16 17 18 6 7 6 6 10
split_gain=537.5 79.7213 78.7677 45.0261 42.1829 35.531 40.1989 30.0488 34.0992 28.7014 20.9311 29.0413 28.9455 19.3215 35.5736 19.8056 18.7527 17.5233 14.2652 31.6503 18.4029 15.8629 13.0357 12.2309 10.5784 15.9574 10.5414 9.98824 21.2862 12.8535
threshold=18.594956516900002 7.0445025401000008 85.732241321850012 104.06483731340002 30.046989284200006 46.074827201850006 66.964115113200009 22.721067571950005 108.47659710545001 168.81379805985003 19.974953289850003 14.845346859150002 96.163458868000006 241.79519611995002 13.051052998800001 76.927540944650019 69.64719632740001 16.465384711100004 20.729785921300003 13.65531905435 15.089964713100001 77.69375151185001 23.044946110900003 236.15709471040003 13.975517741000003 16.625388449550005 25.350214218950004 16.525386113000007 16.475384944750001 60.613977009100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 9 6 17 8 27 -3 11 12 16 14 15 -11 -8 -4 -17 21 -21 -20 -9 -16 -19 -26 -12 28 -2 -29
right_child=2 3 5 -5 -6 -7 10 22 -10 13 26 -13 -14 -15 23 18 -18 24 19 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.13472107361592864 0.04327881266856775 -0.12491797941102636 0.12209024036832312 -0.14323024919527771 -0.14084915516601851 -0.053560623785895614 0.078377995215055271 -0.15638821914441856 -0.13208860441042367 -0.13577374493735847 -0.17114092565372596 0.11206390374201597 0.10045110113481281 0.14980741121269839 -0.14150448657325407 0.090700372998913953 -0.10509100429581884 0.080899649194689283 0.050738788957163876 -0.11052589407494329 0.086083395224821779 -0.16654510075771156 0.065113965526025927 0.072659703413221921 -0.17160809731921151 0.099437525444855887 0.044560350631394817 0.011960640202602841 -0.19784583955663193 0.11215794080744113
leaf_weight=189.66573017835617 13.794939815998079 17.013880878686905 229.19743420183659 38.483669281005859 26.065883696079254 17.943769633769989 7.3267411738634136 17.123720750212673 13.459088772535322 6.8440407514572135 6.9098066836595518 41.021511256694794 17.394338369369507 9.5908946394920331 19.181241020560268 35.0011837631464 23.249108970165253 77.151522576808929 4.6589021533727673 5.5427144020795813 33.746181309223175 12.050501570105551 3.144866630434989 3.0972343981266013 4.3251494467258436 4.3633871823549271 3.3709681332111359 24.40807169675827 4.9838257580995551 26.92713238298893
leaf_count=1360 46 115 436 283 189 87 19 119 95 44 49 89 40 15 135 89 140 202 16 30 91 85 10 10 32 10 11 94 35 58
internal_value=-8.11232e-05 -0.0876583 0.0654173 -0.0454094 -0.0236232 0.0842048 0.0901714 -0.0127881 0.0137034 -0.00279808 0.0346819 0.0502889 -0.00253775 0.0132199 0.00231431 0.0282818 -0.0611272 0.107657 0.0406203 0.00931827 0.0583466 -0.105962 -0.12202 -0.111731 0.0691191 -0.0354889 -0.100415 0.0416897 -0.0207149 0.0645177
internal_weight=937.037 400.942 536.095 211.276 172.793 432.254 414.31 103.842 83.5731 146.727 99.2725 88.9917 47.9702 129.713 120.122 97.8435 30.5759 315.037 90.9995 55.9983 39.2889 16.7094 20.2686 22.2785 85.8401 8.68854 10.2808 70.114 18.7788 51.3352
internal_count=4034 2462 1572 1102 819 1115 1028 457 328 630 348 288 199 515 500 355 159 680 311 222 121 101 129 145 244 42 60 233 81 152
is_linear=0
shrinkage=0.1


Tree=5
num_leaves=31
num_cat=0
split_feature=16 13 0 0 18 0 15 10 7 3 16 15 19 13 6 18 0 13 16 5 5 3 2 16 9 5 4 17 6 6
split_gain=452.106 70.7458 68.5791 66.2166 30.5803 36.8062 29.8844 34.353 25.1483 28.6648 20.7319 18.2022 17.7793 31.1816 15.9487 15.5741 13.8984 20.2934 16.1213 11.8289 11.483 10.6367 10.239 9.60315 8.89907 20.7457 11.9766 9.48457 8.18826 39.7706
threshold=18.594956516900002 95.862351557400004 96.682331287150021 85.732241321850012 17.399600107550004 98.142164052000012 46.074827201850006 66.964115113200009 22.721067571950005 108.47659710545001 16.859960574100004 29.037712645600003 11.950964240300001 98.050756475600011 16.455384477450004 13.910998540000001 96.163458868000006 109.34496908160001 19.974953289850003 13.955288807050001 27.179953022650004 93.499196860750018 227.66379729560001 19.254954973500002 186.16747084260001 30.284449345300001 263.48865013970004 187.51563899930002 15.51536251395 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 28 8 5 10 7 14 9 24 -4 23 13 -7 21 -13 17 -17 -19 -15 -10 -5 -6 -9 26 27 -2 -26 29 -3
right_child=3 2 4 6 22 12 -8 11 20 -11 -12 15 -14 19 -16 16 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.14380382309341624 0.08968457409826501 -0.1238306177698348 0.082352538217541002 0.12017401461972776 0.13346271095646961 -0.13271554918997078 -0.04824443830278647 0.11339314195997817 -0.14642479018563823 -0.12440641410899243 -0.10911847522325931 0.14150726846874151 -0.11255529647096085 0.11791287505335596 0.065074297703190176 -0.15701988089349686 0.078167189309744256 0.034628876258617707 -0.15479621103393093 -0.039758804624535349 0.062967778555300391 0.017803112757920517 -0.007928261933598078 -0.00055121553897983643 -0.1378378224671053 0.12923072539485733 -0.048202162802269313 0.0070797354211049454 -0.14122436897262869 0.063545682123270691
leaf_weight=125.68608829379082 35.946434304118156 58.288642302155495 33.500685065984726 203.67940330505371 18.319777444005016 13.633482918143271 17.929512292146683 29.266743615269661 16.568053290247921 12.890673741698263 6.8034595549106589 6.5570290982723227 41.246021658182144 13.396768003702165 90.833066083490849 12.182841971516607 10.89100234210491 22.785065531730655 5.5964055657386771 7.3789432048797599 3.1107225716114035 10.68206439912319 7.1092211455106726 9.8980470746755582 9.251700043678289 7.6646471619606009 7.6376556009054175 8.8233603090047819 46.433117777109146 14.059779137372969
leaf_count=972 91 428 91 384 36 100 87 61 119 95 47 11 284 29 259 90 28 79 42 35 10 37 33 37 57 14 37 34 353 54
internal_value=-0.000111997 -0.0821979 -0.0524365 0.0605423 -0.00537833 -0.0271567 0.0780754 0.0837042 -0.0117805 0.0125251 0.0500317 0.0319226 -0.0682776 -0.0152024 0.100192 -0.0036379 -0.022134 -0.0490636 -0.00272294 0.0619124 -0.113325 0.115073 0.0939338 0.0845962 0.0379874 -0.00863488 0.0655214 -0.0670962 -0.108451 -0.087417
internal_weight=908.05 385.856 260.17 522.194 141.388 115.959 420.301 402.372 101.893 82.2145 40.3041 97.1771 75.6552 34.4092 305.195 58.0123 51.4553 40.5643 28.3815 20.7757 19.6788 214.361 25.429 39.1648 69.3238 25.7397 43.5841 18.0751 118.782 72.3484
internal_count=4034 2462 1490 1572 655 586 1115 1028 457 328 138 348 448 164 680 250 239 211 121 64 129 421 69 98 233 105 128 91 835 482
is_linear=0
shrinkage=0.1


Tree=6
num_leaves=31
num_cat=0
split_feature=16 13 0 0 6 18 0 2 13 16 16 9 15 13 19 13 15 5 6 4 6 18 5 6 5 10 16 9 18 7
split_gain=381.653 63.1901 58.8488 56.0507 30.6509 25.8833 31.6169 20.6509 25.767 25.9378 17.1968 16.7284 17.1173 14.466 13.388 30.5447 12.6799 25.6034 12.6652 11.0916 10.3483 10.6438 9.83712 9.60005 9.13792 9.41357 25.2207 8.33648 18.8368 8.25541
threshold=18.594956516900002 95.862351557400004 96.682331287150021 85.995710218650018 14.865347326450001 17.323446153950005 98.142164052000012 315.94243452415003 116.72209819155002 22.574947209950004 16.859960574100004 206.57490536735003 37.274314847650004 109.49014582065001 11.950964240300001 98.050756475600011 46.074827201850006 27.973578737350003 14.515339148550002 337.15527657900003 16.455384477450004 14.012834869550002 13.955288807050001 16.625388449550005 23.730745871350006 66.590419433100024 19.974953289850003 196.26893085885004 13.390703749000002 20.873561687950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 6 10 8 -2 -10 -4 12 13 18 15 -8 29 -18 27 -7 24 -22 -17 -23 25 -6 -27 28 -5 -11
right_child=3 2 5 4 20 19 14 -9 9 16 -12 -13 -14 -15 -16 22 17 -19 -20 -21 21 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.13752521161295247 0.12026266016799257 -0.10220974984407105 0.075201220280252751 0.10717779615767647 0.11538790077157593 0.12334871430158062 -0.14279975823292673 -0.16398014439000916 -0.12276198004804928 0.12707413857931329 -0.1020594655838582 0.072439968841426672 -0.19306136322352815 0.096589143407692965 -0.10474804809540175 0.10856880178641071 -0.13318018726245695 0.12674803991449679 -0.16240033272013357 -0.025825092974017173 0.072559106181402516 -0.13111880002954016 -0.035818686048708408 0.067759732121296712 0.010101962691968626 0.10153321082525645 -0.092430135395478424 0.082465641814124524 -0.18529143118845248 0.019681523771045588
leaf_weight=118.64431627094746 18.548989444971085 113.75816554576159 33.042081102728844 3.8110681623220497 175.49700106680393 19.295885860919956 12.293209262192248 7.1079184561967841 16.502437472343445 7.9731549471616736 6.5594430416822425 29.873863361775875 5.359238237142562 10.505099341273306 39.292916916310787 13.109686493873598 13.596094340085985 5.2540010139346114 6.5684571638703337 6.7202903926372519 62.383315920829773 5.2792457938194257 7.3719180822372428 4.4926873594522476 10.588985979557036 33.360742077231407 8.3896190598607046 7.1969393640756598 5.2162290662527084 70.010514616966248
leaf_count=972 37 835 91 8 341 40 99 52 119 17 47 84 39 24 280 29 100 10 50 34 165 36 35 12 42 74 53 19 38 252
internal_value=-0.000145678 -0.0773706 -0.0489865 0.0561679 0.0765773 -0.00501252 -0.0259402 0.00205493 0.0110033 -0.00687841 0.0458404 0.0162379 -0.0271946 -0.000498577 -0.065384 -0.0181913 0.0128705 -0.0607316 -0.0452461 0.0848153 0.0903614 0.0573582 0.0565996 -0.0396836 0.100813 0.105235 0.0625568 0.00218436 -0.0618192 0.0306615
internal_weight=877.604 370.088 251.444 507.516 368.522 137.685 111.669 138.993 131.885 113.336 39.6015 68.5309 38.657 33.2978 72.0677 32.7748 96.8338 18.8501 22.7927 26.0162 299.992 72.1552 20.4816 9.77193 227.836 217.247 41.7504 16.2242 9.0273 77.9837
internal_count=4034 2462 1490 1572 985 655 581 587 535 498 138 262 178 139 443 163 379 110 115 74 723 213 64 48 510 468 127 65 46 269
is_linear=0
shrinkage=0.1


Tree=7
num_leaves=31
num_cat=0
split_feature=16 13 0 0 0 0 15 18 3 16 9 13 16 4 10 6 19 16 9 5 18 2 2 2 16 4 12 18 7 6
split_gain=322.726 57.1947 50.013 49.0309 22.9249 25.2136 25.0302 21.6907 27.2258 20.0322 27.8941 26.9119 18.9542 18.5643 14.6996 26.0356 13.5485 26.9081 12.8552 11.3317 11.0646 9.49485 9.07712 15.8701 11.417 14.988 18.4324 8.7063 16.6161 8.10359
threshold=18.594956516900002 95.862351557400004 96.682331287150021 85.732241321850012 94.047642319350018 96.163458868000006 46.074827201850006 17.323446153950005 81.105404879350019 22.704946905950003 187.45330412110005 117.63886241405002 16.674961006700002 288.78964636655002 60.613977009100005 19.835463452400003 11.950964240300001 14.184966829400002 181.33671263215004 13.716117217950002 14.320472989450002 234.55164812150005 131.42729508740004 310.17567643235003 22.624947093000003 308.60034485820006 251.89085751685002 13.581061237400002 23.225757870600003 15.51536251395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 29 9 6 20 18 8 16 10 11 13 -10 -2 15 -11 17 19 -5 -4 -6 -9 27 24 25 -24 -27 -20 -29 -3
right_child=3 2 7 4 5 -7 -8 21 12 14 -12 -13 -14 -15 -16 -17 -18 -19 22 -21 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.1322573852391794 0.086004748465330419 -0.074367185314796871 0.031515803260082693 -0.030039008836822284 0.09285905516601449 0.07973323240110361 -0.039643007009565356 0.11551268724324891 0.070086720135176125 -0.17865745254382626 -0.16374246478639187 -0.12954109302702851 -0.10371958949960254 -0.094745548889408393 0.10549070103315068 0.069923330639260303 -0.10764556789691884 0.089280439851391349 0.11688399923867961 -0.14563930911486364 -0.1096404458425706 -0.023291524994848808 0.050244443796352317 0.13260531051209234 0.089073595316178034 -0.19819908311610759 0.027412169339213584 -0.083645416797345884 0.088649632051425148 -0.13032172180757701
leaf_weight=111.40585146099329 23.777779377996925 67.332997754216194 4.9815794974565568 9.9256190806627256 3.1772283911705044 18.999207943677902 17.785332545638084 18.58177933096886 34.583358973264694 6.5610422641038921 15.345537446439264 12.759561344981192 7.6651106923818579 7.4665826410055152 19.633593365550041 11.775340929627417 34.430516965687275 13.594580583274363 116.24621918797493 13.120207518339155 17.900463469326496 6.7068980708718291 60.60349228233099 30.82038551568985 51.251258417963982 5.9456043839454642 9.2630701363086683 6.3596569597721091 46.696897752583027 42.044131390750408
leaf_count=972 62 482 20 41 8 47 87 40 97 48 121 99 58 48 44 35 263 35 227 108 120 34 179 54 121 48 32 34 117 353
internal_value=-0.00016797 -0.0729255 -0.0457288 0.0522168 0.0678821 -0.00381048 0.0759779 -0.0046935 -0.0241528 -0.0113613 -0.0476504 -0.00716552 0.0385532 0.0428102 0.0453609 -0.0190227 -0.0642157 -0.0170395 0.0820779 -0.0968865 -0.0791159 0.0786999 0.0854791 0.068231 0.0526165 0.0279704 -0.0607872 0.101564 0.0679974 -0.0958759
internal_weight=846.741 354.447 243.041 492.294 394.974 40.0769 354.898 133.664 108.375 97.3194 59.3495 44.0039 42.2485 31.2444 37.97 18.3364 66.1269 31.6964 337.112 18.1018 21.0777 25.2887 327.187 157.884 127.063 75.8122 15.2087 169.303 53.0566 109.377
internal_count=4034 2462 1490 1572 1115 175 940 655 581 457 330 209 155 110 127 83 426 163 853 128 128 74 812 434 380 259 80 378 151 835
is_linear=0
shrinkage=0.1


Tree=8
num_leaves=31
num_cat=0
split_feature=16 13 5 3 6 18 6 19 2 13 16 9 0 2 4 10 9 15 7 7 5 10 16 0 13 6 19 17 18 9
split_gain=273.642 52.0518 44.2829 42.0801 24.3402 22.3403 26.6342 30.0246 15.9614 19.208 20.1791 12.9796 18.4327 12.7728 21.3299 16.8187 12.0495 13.7645 11.8762 12.2315 11.9484 16.5409 16.9165 22.2419 11.0464 10.0761 9.53371 18.2432 8.77176 8.34864
threshold=18.594956516900002 95.862351557400004 18.613387752550004 93.499196860750018 14.865347326450001 17.323446153950005 13.65531905435 13.051052998800001 315.94243452415003 116.72209819155002 21.094950670800003 68.722917647950013 85.764502819450016 82.82761181390002 169.88079978325004 70.389210771400016 206.57490536735003 37.274314847650004 20.873561687950005 21.725272673150005 29.996566321350006 60.613977009100005 22.704946905950003 85.667718326750006 109.49014582065001 14.515339148550002 11.850956171350001 183.35201426355002 13.3584252364 194.45262321395003
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 13 -8 9 -5 -11 12 -4 14 -3 -15 17 24 -12 -20 21 -21 23 -23 25 -2 27 -17 -25 -6
right_child=3 2 11 8 29 -7 7 -9 -10 10 18 -13 -14 15 -16 26 -18 -19 19 20 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.12777673872532649 0.0017359663656072205 -0.13956876663577139 0.11442190243261773 0.10753760840360599 0.10253791530661766 0.076142123710671056 0.060650491234710939 -0.13881028998823869 -0.1497767015846857 -0.13641802404190426 0.12189599967583448 -0.12154937385549894 -0.13494279265923634 0.13566282108261724 0.11423108726803043 -0.10820772389246246 0.061732659511276079 -0.17784679743256926 -0.15790939264873249 -0.16865240939884352 0.14514968872085304 -0.12770608306795969 0.096169418022019212 0.031250020276005888 0.086147422953478547 -0.15047110993946838 -0.1265127667084805 0.079952882310850903 -0.10234758194230818 0.066711276768226691
leaf_weight=104.15471129864454 15.548136778175836 5.2456781938672057 6.0399612709879857 17.502290442585945 107.24694004654884 24.247121684253216 44.013623043894768 9.108599625527857 6.5680053383111945 10.593033611774443 8.4753503054380399 66.242593176662922 5.8211952298879623 3.3069011643528929 8.9801144376397115 15.382747881114485 28.310692712664604 5.0823029950261107 4.7575136274099341 5.6235886216163626 5.8239917755126944 13.764967426657675 17.349989548325539 43.486357845366001 10.034088492393492 6.0384780243039122 38.233123503625393 7.7482691109180442 5.5408102050423613 165.28780641406775
leaf_count=972 65 45 32 37 240 72 135 77 52 93 20 575 51 16 26 124 84 39 30 43 9 105 41 146 24 50 317 20 33 461
internal_value=-0.000194268 -0.0689555 -0.0428151 0.0486017 0.0676941 -0.0120846 -0.0282886 0.02645 0.00239912 0.00991873 -0.00488476 -0.104299 -0.00796082 -0.0651448 0.0206439 -0.0840158 0.0127144 -0.0250957 0.00840757 -0.00157563 0.00654493 -0.00286714 0.00876604 -0.0153842 -0.000544409 -0.0408413 -0.0958543 -0.045179 0.0161515 0.0808097
internal_weight=815.559 338.525 234.37 477.034 337.548 156.266 132.019 53.1222 139.486 132.918 115.416 78.1037 11.8612 78.8968 14.2258 64.671 65.0137 36.703 104.823 96.3472 91.5897 85.7657 80.1421 62.7921 31.6207 21.5866 61.3641 23.131 49.0272 272.535
internal_count=4034 2462 1490 1572 963 832 760 212 609 557 520 658 83 548 71 477 262 178 427 407 377 368 325 284 139 115 461 144 179 701
is_linear=0
shrinkage=0.1


Tree=9
num_leaves=31
num_cat=0
split_feature=16 13 5 0 10 6 15 10 18 16 13 6 16 6 0 2 13 16 6 9 5 0 9 3 10 0 18 2 17 6
split_gain=232.332 47.4903 38.533 35.4857 21.4665 19.2766 16.769 15.8331 19.5882 24.6569 22.9303 14.577 14.4216 15.1797 13.6911 13.4591 16.8555 17.0389 12.5608 12.6754 12.9083 15.3763 11.8164 15.2438 11.8151 10.3313 11.3121 11.1216 8.26968 7.79587
threshold=18.594956516900002 95.862351557400004 18.613387752550004 85.995710218650018 66.964115113200009 5.1651206822000004 46.683480308100009 71.322105742700003 17.399600107550004 15.969962655300002 98.050756475600011 16.455384477450004 19.974953289850003 14.865347326450001 96.163458868000006 315.94243452415003 116.72209819155002 21.094950670800003 16.375382608200002 186.68586460755003 29.996566321350006 85.732241321850012 68.722917647950013 93.846007959550022 69.873026810350026 102.70985441565001 15.534338342150003 104.38256328765002 192.00947391610003 16.555386813950005
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 -3 11 -7 9 10 -9 -5 13 14 24 16 -2 -18 28 -20 21 29 23 -4 -6 26 27 -12 -19 -21
right_child=3 2 22 4 12 7 -8 8 -10 -11 25 -13 -14 -15 -16 -17 17 18 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.12391881128512208 0.10071101666414151 -0.12979160049588148 -0.13055958323302394 0.09723239445899523 0.054595830720061279 0.10290541742626667 -0.059467378147121164 -0.11851287452445645 0.072745466465287609 -0.11475665664806033 0.030935528771943072 0.040747560760509179 -0.096124853609637073 0.084575171317235423 0.071595149185999338 -0.14314338542761326 -0.13188552360033151 -0.20548559196083188 0.070728675257542686 -0.14773279466969194 0.10950761601778453 0.033564599338010835 -0.11674203516402067 0.097515807200046156 -0.084869206546611939 -0.10396825901386508 0.076551004972387454 -0.11115593377962263 0.01098491042622937 -0.038770753503104764
leaf_weight=97.024706102907658 16.85389868170023 12.598884187638758 5.4348354786634427 175.26276987046003 8.576850578188898 13.35535718500614 8.6218246221542341 13.824032254517077 22.572165966033936 25.795234866440296 18.007703348994259 61.798231527209282 9.5277263224124891 33.978652141988277 15.65357796102762 6.2038667351007453 9.8971746712923032 4.4434678032994261 28.893291547894478 9.9907535612583178 7.8575071692466727 22.762006618082523 62.278869122266769 6.3594875633716583 20.820081792771816 5.7671223059296599 31.641106143593788 7.9360710978507987 2.9274666607379913 19.156144931912422
leaf_count=972 37 119 51 398 25 48 43 125 67 217 62 195 60 82 40 52 93 31 82 89 16 75 575 32 142 46 92 56 14 98
internal_value=-0.000259614 -0.0654164 -0.0402528 0.0451163 0.0623101 -0.0113525 0.0775253 -0.00060938 -0.0116213 -0.0301152 -0.00182477 0.0825076 0.0200989 0.0341108 -0.00395119 0.000562115 0.00782321 -0.00695593 0.00591965 0.0163477 -0.00994213 -0.0280234 -0.0993609 -0.00758155 -0.0441789 0.0236377 0.0364175 -0.0125295 -0.119511 -0.0761199
internal_weight=785.821 322.596 225.571 463.225 334.24 151.498 245.683 138.899 125.543 102.971 77.176 237.061 88.5569 79.0292 45.0505 128.986 122.782 105.928 96.0306 88.6597 59.7664 51.9089 74.0732 11.7943 29.3969 63.352 57.5849 25.9438 7.37093 29.1469
internal_count=4034 2462 1490 1572 985 832 636 713 665 598 381 593 349 289 207 587 535 498 405 360 278 262 658 83 167 256 210 118 45 187
is_linear=0
shrinkage=0.1


Tree=10
num_leaves=31
num_cat=0
split_feature=16 13 5 3 10 6 17 3 17 19 10 16 3 15 6 17 0 2 13 16 15 9 5 7 7 5 10 16 0 0
split_gain=197.783 43.5721 33.6838 30.316 19.2595 16.98 14.3235 17.1939 13.0962 16.2695 18.0798 18.3335 19.2536 12.9978 12.6272 12.0803 15.1094 11.8597 13.8084 15.3698 11.6334 10.7649 13.4781 9.26502 10.3315 9.28029 13.5647 14.0044 16.9233 9.06141
threshold=18.594956516900002 95.862351557400004 18.613387752550004 93.499196860750018 66.964115113200009 5.1651206822000004 241.79519611995002 76.825379535700009 179.91109285790003 11.950964240300001 71.322105742700003 15.969962655300002 81.105404879350019 46.683480308100009 16.455384477450004 181.79266834725004 91.937202686950016 315.94243452415003 116.72209819155002 21.094950670800003 36.742238227650013 68.722917647950013 26.575048724050003 20.873561687950005 21.725272673150005 29.996566321350006 60.613977009100005 22.704946905950003 85.667718326750006 94.165934477050016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 13 -3 7 -7 -9 -10 -11 12 -12 14 -2 -6 -17 18 -5 -20 29 22 -4 -21 -25 26 -26 28 -28 -18
right_child=3 2 21 17 15 6 -8 8 9 10 11 -13 -14 -15 -16 16 20 -19 19 23 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.12055962961545125 0.092737955220394686 -0.12616672830188283 -0.090738541988224578 0.094506248275176549 0.12456265696733611 -0.1227602633110613 0.12534460221875929 -0.072822014059526569 0.097264999424700793 0.11133061148021378 -0.094551242153593132 -0.091076104578031558 0.062571775871128638 -0.048798466437121969 0.038171625032252007 -0.12728676515420193 0.070399177480777231 -0.1376163558667339 -0.12803692724803292 0.10959407811692817 -0.11592870324668177 -0.11241155847328542 0.13104227418911885 -0.14659065614303743 -0.15723630315665812 0.13501046375284539 -0.11642875013501211 0.088974026697510922 0.012975447465285112 -0.0053069059922662316
leaf_weight=90.111090376973152 164.12837515771389 11.710431799292563 7.2761621996760351 16.198923088610172 9.568221762776373 12.036038897931574 8.4589630812406522 19.063297875225544 20.35793299227953 11.604838877916334 10.818535931408404 25.031643204391003 27.940887406468391 8.3037467598915082 57.185112364590168 7.7187485545873633 31.686726376414299 5.827121600508689 9.2105069980025274 8.0828171521425229 5.7509029507637015 58.410846427083015 4.395526796579361 4.6939896196126929 5.301459737122058 5.2186910510063163 12.791499108076094 16.782829269766808 48.141172423958778 31.553859867155552
leaf_count=972 391 119 64 37 18 103 18 145 47 38 79 208 75 41 182 52 88 52 93 20 45 575 19 30 43 9 105 41 179 146
internal_value=-0.000301543 -0.0621038 -0.0378413 0.0420657 0.0588944 -0.0106463 -0.000648731 -0.00905036 0.00286961 0.0179388 -0.00348037 -0.0243667 0.0187156 0.07403 0.0786386 0.0186132 0.00539793 0.0018679 0.0082971 -0.00437263 0.0202427 -0.0948922 -0.00721648 0.00690331 -0.0020285 0.00566196 -0.00246927 0.00808836 -0.0141902 0.0326257
internal_weight=755.361 307.216 217.105 448.145 315.896 147.023 135.312 126.853 114.817 95.7538 75.3959 63.7911 38.7594 229.617 221.313 86.2785 76.7102 132.249 126.422 110.223 68.9915 70.0825 11.6717 101.012 92.9296 88.2357 83.017 77.7155 60.9327 63.2406
internal_count=4034 2462 1490 1572 963 832 713 695 592 447 400 362 154 614 573 349 331 609 557 520 279 658 83 427 407 377 368 325 284 234
is_linear=0
shrinkage=0.1


Tree=11
num_leaves=31
num_cat=0
split_feature=16 13 0 3 6 17 3 2 13 16 15 12 15 4 6 17 16 18 2 5 2 7 2 2 17 5 9 7 18 6
split_gain=168.591 40.0001 30.0769 25.692 16.8409 13.1241 13.9918 10.3153 11.7172 13.5129 9.49029 12.8457 19.4548 10.9499 9.4875 9.47756 15.0626 14.2335 8.60041 8.49885 12.0816 7.74654 8.74395 7.84767 9.68499 7.93837 8.31776 9.49318 11.7436 10.3048
threshold=18.594956516900002 95.862351557400004 95.620390325650007 93.499196860750018 15.255356438950001 241.79519611995002 76.825379535700009 315.94243452415003 116.72209819155002 21.094950670800003 28.626568391100005 368.00406080990007 38.62622401090001 191.71186625420003 16.455384477450004 168.81379805985003 15.584963555600002 14.395252042950002 131.42729508740004 22.938948824900006 198.51835910855002 20.873561687950005 74.580378076100018 104.38256328765002 187.51563899930002 29.996566321350006 186.68586460755003 23.127267687200003 13.659439901750002 16.525386113000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 6 -4 8 -5 -10 -2 12 13 -12 18 -8 -17 -18 -6 20 -16 -11 -23 24 -24 26 -25 29 -29 -28
right_child=3 2 5 7 14 -7 15 -9 9 21 11 -13 -14 -15 19 16 17 -19 -20 -21 -22 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.11760362111126016 0.06930514332759663 -0.081495720622796211 -0.11691873802950128 0.088795620224454946 0.10576249333637376 0.11979206642170746 -0.08713745870275362 -0.13295848487795348 -0.12474200802470295 0.10160418679402916 -0.099058832783493839 0.1076831431981365 -0.19721671860635562 0.022428401295515977 0.035054477041508728 0.040329868861634539 0.089458642507475497 -0.074938483167347289 0.058551821840468123 0.093069369304713712 -0.11162468870711231 -0.084487274882469127 -0.033081389635618103 0.051099091769257338 0.10544593976962097 0.10849168065812642 -0.16217886139280011 0.045268431621885402 -0.14909870670226963 -0.020691221667812145
leaf_weight=83.479517735540867 25.800604924559593 84.857742369174957 11.594366282224653 15.550873056054114 80.91870728880167 7.9903634786605826 11.394740507006643 5.4476633071899405 8.5427202284336072 7.8584682047367087 9.1635105609893781 9.0218756571412069 5.6264150366187087 38.972022116184235 36.613975867629051 58.389414384961128 6.5161423236131659 27.462465211749077 73.759763404726982 18.81586828827858 6.6327838003635398 11.232886604964731 7.5582163259387043 12.057778179645537 15.189826995134352 5.144801825284957 10.226998932659628 15.567403368651869 3.8841385617852202 10.364174537360666
leaf_count=972 71 794 105 37 187 18 104 52 93 20 68 21 46 151 111 207 36 226 220 44 44 57 35 40 33 11 81 66 38 46
internal_value=-0.000328253 -0.0591207 -0.035672 0.0391896 0.0549825 -0.00414729 -0.0127321 0.00170135 0.0076568 -0.00406679 0.0182464 -0.00273583 -0.0212654 -0.000698995 0.0699969 -0.00109039 0.00952459 -0.0434117 0.0832497 0.0369672 0.0125582 0.00633738 -0.00186915 0.00973232 0.0594191 -0.0100122 -0.0217141 -0.0436399 0.00645666 -0.0909638
internal_weight=725.636 291.685 208.205 433.951 305.326 123.347 115.357 128.626 123.178 107.627 88.5844 62.7838 53.7619 48.1355 216.741 103.763 92.368 33.9786 154.678 62.0626 43.2468 99.0847 91.2262 79.9933 22.748 57.2453 52.1005 40.0427 19.4515 20.5912
internal_count=4034 2462 1490 1572 963 696 678 609 557 520 357 286 265 219 606 573 469 262 407 199 155 427 407 350 68 282 271 231 104 127
is_linear=0
shrinkage=0.1


Tree=12
num_leaves=31
num_cat=0
split_feature=16 13 5 5 6 10 6 14 0 6 0 10 18 16 13 9 0 15 3 17 5 2 2 0 7 5 8 16 0 15
split_gain=142.89 37.326 26.7742 22.1955 14.645 14.2074 12.4932 15.8942 12.2457 13.1651 11.5839 10.9749 13.6302 16.412 19.748 10.4915 18.2463 9.98167 9.69636 8.16741 8.15158 8.07778 7.94205 7.0355 19.3606 6.96293 11.0917 7.97129 8.67781 13.8984
threshold=18.594956516900002 95.862351557400004 18.613387752550004 23.545618314050007 5.1651206822000004 66.964115113200009 16.455384477450004 285.93967426180006 86.692020874450009 16.405383309150004 91.937202686950016 71.322105742700003 17.323446153950005 15.969962655300002 98.050756475600011 66.346857137250012 87.350693116400024 29.037712645600003 93.499196860750018 199.84861692095004 20.769304081650002 315.94243452415003 90.745765132650021 94.047642319350018 24.991601945450004 29.996566321350006 8.6432548896500023 22.794946695500006 85.791387400750025 23.844742694550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 6 18 -8 9 -5 -7 -6 13 14 -13 16 -4 19 -2 -12 22 25 -19 -24 -25 26 27 28 29 -11
right_child=3 2 15 8 11 10 7 -9 -10 21 17 12 -14 -15 -16 -17 -18 20 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.11497572606626708 0.085653309562862281 -0.12206530219884398 0.18302522546818059 -0.15784858061931883 0.085333575175352755 -0.10139499305611831 0.042731837410567575 -0.11044115810379936 0.073976264369559189 0.093465185808483231 0.10070031722584945 -0.1252634647180513 0.061870851957993328 -0.10161144263936808 0.020084362047541646 -0.10244881483637464 -0.12284797341257542 -0.085001719157605682 0.0098969628341228598 -0.019564467749029927 -0.13866566003169498 -0.13540397387751926 0.083064907294715551 -0.18025447094852073 0.054213876453242993 0.057883574478765049 -0.12363381263348577 0.12866106923674533 0.043860034085371931 -0.10555461631145623
leaf_weight=77.172944821417332 142.35400044173002 10.516143597662447 3.6870477199554434 6.7582144960761061 13.683026120066641 8.1378861591219884 82.875954434275627 7.3774932250380507 15.117455869913099 4.6076320707798031 21.699539162218574 11.083947770297526 21.723889410495758 21.978656612336636 59.674497984349728 55.403828576207161 4.1402316391468048 7.4111745581030837 19.170808985829353 7.633272908627986 4.1974043995141974 4.8688491284847251 13.923937916755678 4.9197528362274197 12.392616383731363 14.920721434056757 8.5377859398722631 4.4227395355701438 14.697219736874102 14.715281084179876
leaf_count=972 372 119 13 56 48 53 249 50 42 14 49 123 72 214 256 599 46 54 70 32 39 47 36 41 39 58 72 9 46 144
internal_value=-0.000338328 -0.0558223 -0.0332109 0.0364625 -0.00861914 0.0483291 0.0600111 0.0302112 -0.0079931 -0.024846 0.0117076 0.000690821 -0.00942764 -0.0261295 -0.00268363 -0.0871383 0.0212339 0.0244597 0.0766621 0.0694038 -0.00631029 -0.011384 0.00806449 0.0301455 -0.0124163 -0.00162924 -0.0205301 0.00236825 -0.0140503 -0.0580975
internal_weight=699.804 279.064 201.891 420.74 138.66 332.094 251.778 90.2534 88.6459 73.5284 80.3156 128.144 114.461 92.7371 70.7584 63.2311 7.82728 72.1777 161.525 29.3328 42.8449 66.7702 38.6475 31.2363 17.3124 61.9014 46.9807 38.4429 34.0201 19.3229
internal_count=4034 2462 1490 1572 832 1084 741 299 488 446 343 713 665 593 379 658 59 290 442 81 209 390 170 116 80 343 285 213 204 158
is_linear=0
shrinkage=0.1


Tree=13
num_leaves=31
num_cat=0
split_feature=16 13 5 0 10 16 17 2 0 6 15 6 9 3 17 3 6 15 0 17 19 10 6 19 6 9 2 13 16 6
split_gain=121.677 34.6186 23.5327 18.9338 14.0448 17.5532 18.4226 13.8994 13.7296 18.1685 18.8553 12.9928 9.74833 10.604 9.64424 13.1586 9.31109 10.5431 9.07464 8.88452 11.6985 12.5624 11.4957 15.8521 9.31692 8.26072 7.65199 9.56509 11.0018 9.15422
threshold=18.594956516900002 95.862351557400004 18.613387752550004 85.995710218650018 64.407391431150018 20.894951138500005 199.59317753375004 123.74733359145002 87.350693116400024 16.355382140900002 36.742238227650013 5.1651206822000004 68.722917647950013 93.846007959550022 241.79519611995002 76.825379535700009 15.255356438950001 28.626568391100005 92.501778894350011 179.91109285790003 11.950964240300001 71.322105742700003 13.65531905435 12.851036860900001 13.78532209185 201.7576686733 315.94243452415003 116.72209819155002 21.094950670800003 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=1 -1 11 26 7 16 -7 -5 9 25 -11 -3 13 -4 15 -13 17 -6 -19 -17 -21 -22 -23 24 -24 -9 27 -2 -29 -30
right_child=3 2 12 4 5 6 -8 8 -10 10 -12 14 -14 -15 -16 19 -18 18 -20 20 21 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.1126159309106106 0.080856347933265474 -0.11953418849893052 -0.12066686547425387 0.1031043038419493 0.061194567217082087 0.023890529347206098 -0.29064891530671172 -0.044178092209618131 0.084337776876301576 -0.13775762760245652 0.052461477545275692 -0.11211666742586407 -0.10253685572459635 0.081458240060804946 0.11210611122147447 -0.061220811978484113 0.069498004732555338 -0.16732405567763933 -0.00655235244333063 0.086592888682902533 0.092125630815239043 -0.077422578000305511 0.13781787199012691 -0.093952903870658577 0.012553126839379184 -0.26193039948246905 -0.12540704027456601 -0.12118458736029064 -0.10614913869907681 0.01301789721924358
leaf_weight=71.217044040560722 14.501029670238493 9.7064682319760305 4.2726524621248227 62.99766580760479 24.548405051231384 3.8623394370079032 3.5955658406019211 4.1004563346505156 48.628859266638756 5.8127975016832343 50.338780120015144 10.695689201354979 48.801630683243275 6.6125571802258492 7.2992829978466025 17.406512022018433 39.580720998346806 3.8445876538753501 40.442189186811447 18.970643177628517 11.869034133851526 22.236854381859303 8.802527993917467 10.014698818325995 18.243855729699135 3.0292092710733414 4.6804254353046408 7.6663940027356139 6.9957152828574172 82.077333822846413
leaf_count=972 37 119 51 152 71 13 28 19 130 42 152 103 575 32 18 145 118 33 203 47 38 188 17 92 65 24 52 93 45 360
internal_value=-0.000379926 -0.0529479 -0.0311486 0.034021 0.0476441 0.0206427 -0.127754 0.0655321 0.0443816 0.013677 0.03277 -0.00806668 -0.0834503 0.00212028 0.000551796 -0.00633477 0.0308509 0.00862852 -0.0205091 0.00418566 0.0168163 -0.00178368 -0.0205805 0.0135251 0.0533218 -0.136695 -0.000152014 0.00511807 -0.00623493 0.00365863
internal_weight=672.852 266.149 194.932 406.702 290.782 115.874 7.45791 174.908 111.91 63.2812 56.1516 135.246 59.6868 10.8852 125.539 118.24 108.416 68.8352 44.2868 107.544 90.1376 71.167 59.2979 37.0611 27.0464 7.12967 115.921 111.24 96.7394 89.073
internal_count=4034 2462 1490 1572 985 466 41 519 367 237 194 832 658 83 713 695 425 307 236 592 447 400 362 174 82 43 587 535 498 405
is_linear=0
shrinkage=0.1


Tree=14
num_leaves=31
num_cat=0
split_feature=16 13 5 5 6 10 3 8 14 19 15 9 0 6 5 6 19 2 16 3 18 2 4 10 6 15 13 2 17 17
split_gain=103.656 31.6724 22.5906 17.92 11.685 11.5789 21.1388 13.1917 15.2772 15.8251 10.4377 9.75259 9.65074 10.0232 8.99546 17.2126 16.3871 10.083 9.36304 8.95478 6.57007 6.13642 6.56772 7.16253 8.13765 9.40845 6.14796 6.05328 7.02103 7.35836
threshold=18.554956610400005 95.862351557400004 18.613387752550004 23.545618314050007 5.1651206822000004 70.206395618550019 83.326071295150015 8.8430989333000021 168.39662374755002 14.451165964200003 27.063546193350003 68.722917647950013 86.692020874450009 16.405383309150004 13.812766882300002 13.65531905435 13.051052998800001 237.82463207520001 15.089964713100001 93.846007959550022 17.399600107550004 315.94243452415003 313.22340827140005 61.923256118600001 17.475408310100004 35.098844929350008 117.99105042915001 95.420340682600013 200.26331585350002 193.10154186985002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 5 -3 7 -7 -2 -9 -10 -8 19 13 -5 17 -16 18 20 -17 -4 27 22 23 24 26 -26 -15 -6 29 -29
right_child=3 2 11 12 14 6 10 8 9 -11 -12 -13 -14 21 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.11047542318297615 0.054538437252425964 -0.11733690297456754 -0.11833624234788032 -0.14681628151443268 0.085279821075179452 0.063654709213828251 0.054369620351769989 0.053083922055102366 -0.012713052466035549 -0.28232313030569445 -0.145750633177467 -0.10467823503656511 0.065039543628823568 0.08775782586579553 -0.070938664848712751 -0.053935307796612632 -0.12617101206840087 -0.10708612249985293 0.068717232665114772 0.071134057999870229 0.11281128357137374 -0.12934129537312858 0.058657072520857105 -0.083992503125908488 -0.16005083319924626 0.0051914649156807446 -0.034611555252114505 -0.048899188257428228 -0.12678218602183897 0.1393237545767225
leaf_weight=65.624431252479553 263.286386359483 8.938756696879862 3.9382656887173635 6.1397335082292548 9.2941165268421191 16.240798205137256 3.3575214296579352 9.962847828865053 5.1301606371998769 3.7820798680186272 11.648450665175913 43.704008437693119 14.425322555005549 12.342629887163641 34.925622552633286 7.6840595602989188 6.454715982079505 4.153841368854045 32.753562815487385 6.8039694353938103 13.395949169993399 4.239868849515914 12.804586201906202 13.389640703797339 5.2484138756990424 10.031670585274695 6.1521586775779715 4.8722470179200155 4.1954346895217887 3.6203030943870544
leaf_count=972 848 119 51 56 35 44 11 30 21 29 109 560 42 34 308 35 73 31 100 32 32 47 49 107 62 53 50 35 48 11
internal_value=-0.000381226 -0.0507993 -0.0296003 0.0313194 -0.00699443 0.0423527 -0.015407 0.0487491 -0.0320063 -0.127127 -0.100975 -0.0836955 -0.0094704 -0.024749 0.00113352 -0.0177917 0.0217923 0.0403025 0.0454105 0.00167138 0.0576079 -0.0130768 -0.00485679 -0.0221 0.0024365 -0.0515661 0.0470525 0.0239667 -0.0209459 0.0313387
internal_weight=648.542 250.359 184.735 398.182 130.289 313.408 31.2468 282.161 18.8751 8.91224 15.006 54.4462 84.774 70.3487 121.35 81.818 46.8923 39.5319 40.4376 10.7422 35.3781 64.209 59.9691 47.1645 33.7749 15.2801 18.4948 21.9821 12.688 8.49255
internal_count=4034 2442 1470 1592 827 1092 164 928 80 50 120 643 500 458 708 516 208 192 135 83 161 402 355 306 199 115 84 129 94 46
is_linear=0
shrinkage=0.1


Tree=15
num_leaves=31
num_cat=0
split_feature=8 10 15 3 10 8 6 16 5 0 2 16 10 5 3 18 8 6 16 16 5 0 9 15 6 6 5 19 5 16
split_gain=88.8526 41.0012 17.9476 17.41 24.8299 15.6842 12.1253 11.3166 10.6612 11.1038 10.0953 9.3839 15.469 12.5303 9.86029 8.77466 8.70352 13.0728 8.41962 9.19146 8.31582 16.6949 7.22484 7.1856 6.85829 6.82489 16.7054 6.38932 6.72961 5.5015
threshold=5.9453602998000008 70.206395618550019 46.074827201850006 83.538459487450012 81.479100559500012 8.8430989333000021 13.200308423050002 18.964955651700002 24.367802910700004 86.692020874450009 253.13454704850002 19.199955102150003 66.964115113200009 17.679107616400003 93.499196860750018 14.005298574600001 9.3427090425500019 16.645388916850006 23.044946110900003 22.604947139800004 13.716117217950002 97.878695155250014 72.978943918850021 35.215351613950006 16.455384477450004 16.565387047600002 21.024411566050002 11.850956171350001 15.120347274900002 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 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 10 11 -6 -1 -4 18 20 -2 14 -14 24 -5 17 -7 19 -10 -3 -22 -9 -15 -13 26 -26 -23 -29 -16
right_child=1 3 8 15 6 16 -8 22 9 -11 -12 12 13 23 29 -17 -18 -19 -20 -21 21 27 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.093837606129388809 0.10732961235357051 0.081443496195947873 -0.17580382042424467 0.065534082590759477 -0.10186001147676516 -0.0082546082719475965 0.069803061259077939 0.017853888511552913 0.022066960060264765 0.14676414198123053 -0.096452726399456845 0.077925318893126608 0.079990472969420023 -0.14352883511152875 0.0034400184024329346 -0.1058988524021751 0.019354451137141321 -0.21967897908276748 0.090468291752182517 -0.13921507368858074 0.054318344999909576 0.035135559329115683 -0.12613100068003985 0.0020737646485175592 -0.14153320040976566 0.091323347530550714 0.043020662054040336 -0.14351484753425767 -0.031480493832097951 0.073158313445801967
leaf_weight=95.500253032892942 27.624899454414845 21.615827977657318 4.7906745895743397 3.3252605199813834 30.77113800868392 7.9045409038662893 4.7498683743178836 16.478546246886257 5.7725466489791932 3.7027282565832129 7.1229008957743636 124.85861953347921 6.3772448301315334 8.948110878467558 48.548820033669472 29.235471457242966 20.413715712726116 4.6420205906033516 3.7799860313534728 9.1102065630257112 39.609798848628998 8.0122624486684781 4.4196007251739493 5.4561056122183791 6.1454429849982288 13.437394201755522 24.292342111468315 7.9268851131200817 16.566858559846878 14.759406730532644
leaf_count=1308 74 84 40 13 446 32 18 94 32 6 61 369 16 64 187 307 96 36 10 94 133 29 58 28 45 31 74 85 118 46
internal_value=-0.00042333 0.0175854 0.037565 -0.0226922 -0.00700604 0.0443225 -0.0789052 -0.0792516 -0.0404225 -0.0114238 0.0183169 0.0519916 0.045945 -0.0367096 0.0533475 -0.0883913 -0.0209315 -0.0864781 -0.0428086 -0.0766589 0.0270385 0.0107313 -0.0125965 -0.0883767 0.0659742 0.0319642 0.00575891 -0.0423812 -0.0677381 0.0196938
internal_weight=625.899 509.501 340.565 168.936 136.376 313.409 35.521 116.398 27.1561 22.3655 100.855 280.448 252.823 20.7815 232.042 32.5607 32.9603 12.5466 18.6627 14.8828 93.7316 72.1158 20.8981 14.4042 168.734 43.8752 30.4378 32.506 24.4937 63.3082
internal_count=4034 2574 1280 1294 974 1098 464 1460 182 142 510 934 860 108 752 320 164 68 136 126 449 365 152 92 519 150 119 232 203 233
is_linear=0
shrinkage=0.1


Tree=16
num_leaves=31
num_cat=0
split_feature=8 10 15 3 16 8 6 10 9 2 13 17 0 16 5 0 16 19 2 4 4 18 9 8 16 16 6 0 17 18
split_gain=76.2763 34.5656 15.11 14.9199 21.8629 13.3389 11.7294 11.5754 27.7445 10.1881 9.95275 9.65757 9.87171 9.34654 9.05233 9.41084 8.16637 16.4758 8.29269 9.96133 14.1724 7.55622 7.45786 7.18994 7.17205 8.24049 7.17092 6.74399 6.39065 11.4533
threshold=5.9453602998000008 70.206395618550019 46.074827201850006 83.538459487450012 12.604970524100002 8.8430989333000021 13.200308423050002 72.378669787950017 66.346857137250012 253.13454704850002 99.604685275000008 236.15709471040003 103.33357670195001 21.024950834500004 24.367802910700004 86.692020874450009 19.199955102150003 13.751109481500002 309.00014058725003 309.28270023145006 310.84398244705005 14.005298574600001 210.65484416470002 9.4426310644000022 23.044946110900003 22.604947139800004 16.645388916850006 99.744485097750015 188.83172615260003 13.077716774800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 4 6 16 -3 8 10 11 -1 12 22 -10 -4 24 -2 -18 19 28 -21 -5 -6 26 25 -16 -7 -24 29 -19
right_child=1 3 14 21 9 23 -8 -9 13 -11 -12 -13 -14 -15 15 -17 17 18 -20 20 -22 -23 27 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.075320263940515261 0.10143165442965646 -0.11448967918516594 -0.165615932622901 0.059572063741754361 0.040447709439358402 -0.007404642809064616 0.058172101413925273 -0.11483197970410819 -0.10889249618179718 -0.093937585243760821 0.073076130811919937 0.12727065826978001 -0.12099306479088001 0.12633864482438237 0.019795668220912169 0.13759162751895054 -0.13338093962992784 0.037534148721398937 0.10868411451177454 -0.20044460588235641 0.016484766806126941 -0.10061749017493156 0.010229825748666165 0.022748284939102331 0.085800999010211265 -0.13491240526943529 -0.14855043553107586 -0.10768875017715318 0.057317931586225238 -0.092872862141242504
leaf_weight=6.015899911522868 26.37413115054369 23.179736431688074 4.58727649599314 3.2939459085464504 60.339990511536598 7.9293161109089834 4.7387875691056243 44.786439307034016 39.370607063174248 8.0019247308373433 18.170521847903728 8.2033528685569745 5.1156346201896659 1.7648397609591473 5.7903805300593438 3.5618549138307563 5.1915592178702346 39.926756411790848 19.790527604520321 3.8570237159729031 13.740878626704214 27.770203020423651 15.320321977138521 18.308755271136761 3.5967112556099883 8.4924993291497213 6.5917862355709076 7.0968501716852179 153.97947825491428 8.1013823822140676
leaf_count=75 74 381 40 13 263 32 18 742 550 79 85 30 71 8 32 6 33 131 53 40 55 307 76 86 10 94 46 56 504 44
internal_value=-0.00042552 0.0163849 0.0350052 -0.0212781 -0.0066038 0.0412704 -0.0851827 -0.0756746 -0.0488272 0.0144747 0.0361654 0.023504 0.0138169 -0.0988003 -0.038118 -0.0108405 0.0485642 0.0428634 0.0466855 0.0410982 -0.0310608 -0.0836315 0.0221502 -0.0189289 -0.0404102 -0.0721927 -0.0714771 -0.027101 0.0473844 0.0155371
internal_weight=602.989 492.881 329.82 163.061 131.997 303.792 27.9185 110.108 65.3219 104.078 24.1864 96.0762 87.8728 41.1354 26.0287 21.4414 270.962 244.588 239.396 219.606 17.5979 31.0641 82.7572 32.8299 17.8796 14.2829 14.5211 22.4172 202.008 48.0281
internal_count=4034 2574 1280 1294 974 1098 399 1460 718 575 160 496 466 558 182 142 934 860 827 774 95 320 395 164 136 126 78 132 679 175
is_linear=0
shrinkage=0.1


Tree=17
num_leaves=31
num_cat=0
split_feature=8 10 3 16 15 8 10 9 6 12 17 3 4 5 7 15 5 0 2 4 4 16 10 5 3 17 15 10 16 2
split_gain=65.9795 29.0004 12.7883 19.1754 12.6577 11.253 11.1452 25.4904 10.5653 8.71645 8.7011 10.36 7.83495 8.96245 7.97787 9.52847 7.7607 8.01879 7.25148 12.1131 12.5652 10.5029 10.0405 9.28731 7.76403 6.79441 6.66153 9.47829 6.41683 9.60252
threshold=5.9453602998000008 70.206395618550019 83.538459487450012 12.604970524100002 46.074827201850006 8.8430989333000021 72.378669787950017 72.82855515350002 13.200308423050002 320.0928336514001 241.79519611995002 76.825379535700009 377.6847677435 30.284449345300001 22.356277907050004 25.621990087700002 24.367802910700004 86.692020874450009 309.00014058725003 309.28270023145006 310.84398244705005 19.199955102150003 66.964115113200009 17.679107616400003 93.499196860750018 202.84545261905001 29.037712645600003 71.397382570300024 22.744946812400002 74.580378076100018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 8 5 18 7 12 -3 10 11 -5 13 14 15 -1 -6 -18 19 21 -21 -2 24 -24 -23 -25 27 -4 29 -26
right_child=1 2 26 9 16 -7 -8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 23 25 28 -27 -28 -29 -30 -31
leaf_value=-0.070089109239591552 0.10986334622531069 -0.11300263932675787 0.041342713378858781 -0.098121297955371806 -0.15718034190914701 -0.017089122744328819 -0.11339127302234304 -0.11906143684746845 0.053363518459848339 -0.12563664218638823 0.13158006015154761 0.021786543691916582 -0.12206351862125138 0.1320468087892285 0.12446011465898449 0.079442876912557858 -0.038171496022049209 0.12986620889168371 0.10563142671143746 -0.17826808356591992 0.010672178207970154 0.061133013456472901 0.074013499568205451 -0.12988046984257115 -0.10090322022411856 0.018035310484829325 -0.12047760535902141 -0.13648226081622072 0.07898446215930871 0.020272755226429139
leaf_weight=14.53871639445425 23.73750364780426 21.235730562359098 8.0571532547473925 7.8845769613981238 4.3617395311594036 32.730317980051041 41.012922611087561 27.16349033638835 4.653840795159339 4.328351564705371 6.4555210731923571 83.661782585084438 3.9910735227167597 6.4194398522377005 4.2350759208202353 6.0284018367528907 17.12240178138018 3.4045078903436652 18.398260876536369 4.7003377974033382 14.014599971473215 123.33159407228231 6.0405168682336834 8.4351712241768819 7.8681896179914466 4.9148558154702178 16.822074692696333 4.7730536647140971 13.118986204266546 38.729310914874077
leaf_count=155 61 381 29 99 40 164 742 446 18 53 25 398 54 18 22 23 136 6 53 50 58 397 16 61 40 23 236 55 34 141
internal_value=-0.000455214 0.0151888 -0.0199002 -0.00621334 0.032451 0.0382098 -0.0729005 -0.0462775 -0.0830971 0.0132383 0.0193718 0.0114593 0.00986882 0.0267338 -0.000523908 -0.02626 -0.036042 -0.0103015 0.0450841 0.0405353 -0.036781 0.0469329 0.0395538 -0.028872 0.0468022 -0.0754248 -0.0790838 -0.0248112 0.017205 -0.000188333
internal_weight=582.169 478.78 157.872 128.22 320.908 296.02 103.389 62.3762 25.8896 102.33 98.0019 91.5464 35.2127 31.2216 24.8022 20.5671 24.8886 20.5269 263.289 244.891 18.7149 226.176 202.439 19.3905 183.048 13.35 29.6523 12.8302 59.7165 46.5975
internal_count=4034 2574 1294 974 1280 1098 1460 718 399 575 522 497 272 218 200 178 182 142 934 881 108 773 712 100 612 84 320 84 215 181
is_linear=0
shrinkage=0.1


Tree=18
num_leaves=31
num_cat=0
split_feature=13 8 9 10 3 13 10 17 10 0 3 4 12 10 12 15 6 15 10 16 19 5 16 5 19 15 15 18 7 13
split_gain=57.8427 25.6724 18.3328 11.7655 17.4803 10.9791 12.282 11.3548 10.2079 8.85777 8.05706 7.66752 7.69738 7.19086 6.82043 6.2994 6.26131 6.25507 8.26868 6.17517 9.84293 6.12968 8.00858 10.9122 5.57768 5.61888 16.6383 5.528 8.13633 11.0457
threshold=98.255079293500017 5.9453602998000008 72.82855515350002 70.206395618550019 83.538459487450012 117.48293184245001 62.116825104000007 204.49254535040004 70.389210771400016 85.791387400750025 93.281431752200021 224.82737758030004 312.37396801475006 62.009286778800011 320.0928336514001 26.912781836550003 13.200308423050002 29.037712645600003 71.397382570300024 18.044957803000003 12.651020723000002 13.264960807550002 15.089964713100001 15.904541771600002 12.551012654050002 21.445388509400004 20.123524217100002 13.077716774800001 23.127267687200003 117.64961624655002
decision_type=2 2 2 2 2 2 2 2 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 8 5 14 6 -3 10 11 -8 -7 15 -13 -9 19 -2 24 18 -6 20 21 -5 23 -23 -1 26 -26 -12 29 -29
right_child=1 3 -4 4 17 7 9 13 -10 -11 27 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10813074624915553 -0.11124391502064704 0.11515477234897467 -0.11810865142539662 0.11756384353208581 0.037387313160240562 0.054730032058586925 -0.080430331016531395 -0.21140256539062485 -0.10170885725971426 0.041907880251719147 0.022425515199729351 0.08857170326348468 -0.07860345315392897 -0.016231547422597404 -0.12526980653052225 0.079441890298695098 0.0075141182617835109 -0.11839868453747636 -0.13280329065728752 0.066053822170725626 -0.052456003880539087 0.012312606994709685 0.060076861443021483 -0.15550116800571667 -0.12362855498697514 -0.13092201285806479 0.26088252266884776 -0.12066171074868511 0.013901521730873785 0.045724243710203963
leaf_weight=53.983529195189476 5.9131301939487475 23.132740072906017 23.824919614940882 6.7998850494623175 8.0205833688378352 39.18672887980938 6.1817464716732493 3.6117267236113539 8.3581784926354867 138.8945604711771 53.655526801943779 15.790929432958366 3.3361038938164702 3.9549420699477196 3.3851644694805136 2.4503835439682007 6.3061638846993437 15.474760398268698 4.4322969168424597 21.55367224663496 20.974602609872818 16.319654278457168 20.361191757023335 5.081389106810092 2.4463989809155455 2.6114246062934399 2.0840291194617748 14.010826688259842 23.603140138089657 5.5784462764859191
leaf_count=1055 65 69 422 17 29 131 51 30 126 514 212 68 37 31 40 10 53 236 55 78 172 79 79 39 43 42 9 95 127 20
internal_value=-0.00047952 0.0113819 -0.0501187 0.0198339 -0.00643868 0.0301474 0.0474851 0.00983863 -0.00493287 0.036695 0.0164705 0.0244907 0.0594133 -0.109391 0.0141077 -0.0553758 -0.0873559 -0.0759444 -0.0231879 0.0192873 0.00479155 0.0295175 0.0151815 -0.0275325 -0.0971434 -0.0140931 0.0532493 0.000989926 -0.0256383 -0.0732799
internal_weight=561.319 493.887 59.6736 434.214 122.403 311.81 168.209 143.601 35.8487 145.076 136.035 27.4905 19.127 7.56667 94.4756 8.36351 67.4315 27.9276 12.4529 91.0904 69.5367 48.5621 41.7622 21.401 61.1254 7.14185 4.53043 96.8479 43.1924 19.5893
internal_count=4034 2832 728 2104 824 1280 634 646 306 565 585 180 105 61 504 75 1202 320 84 464 386 214 197 118 1149 94 52 454 242 115
is_linear=0
shrinkage=0.1


Tree=19
num_leaves=31
num_cat=0
split_feature=13 8 9 9 14 10 0 5 6 3 2 19 18 7 18 16 16 4 16 17 9 4 6 6 19 19 17 7 4 17
split_gain=50.8288 22.3971 16.434 10.8047 12.3894 9.43899 8.52609 13.9272 10.1322 8.62882 10.5103 8.14924 8.12536 10.2187 9.9308 7.81185 12.7931 7.45834 7.25539 6.72127 6.44418 6.3264 6.6161 6.17158 6.15178 6.05643 5.83483 10.7042 17.1615 19.1122
threshold=98.050756475600011 5.9453602998000008 72.82855515350002 194.82237869650001 237.59068261610003 70.389210771400016 85.732241321850012 27.973578737350003 14.825346391850003 83.538459487450012 327.65694121785003 14.351157895250003 13.192618516750001 20.873561687950005 13.581061237400002 18.044957803000003 15.969962655300002 165.86037890555002 22.544947280100004 188.64489188380003 201.61239113610003 224.82737758030004 16.455384477450004 13.200308423050002 12.551012654050002 12.751028791950002 185.24175881545003 23.109894804950002 168.01744813895002 190.38166638035003
decision_type=2 2 2 2 2 2 2 2 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 5 4 12 21 7 -5 9 15 20 18 13 -3 -14 16 -8 -16 -6 -15 -11 -2 -23 24 -1 -26 -10 28 -28 -30
right_child=1 3 -4 6 11 -7 8 -9 26 10 -12 -13 14 19 17 -17 -18 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.11005641935535322 -0.051923901385509813 0.15505087029463438 -0.1167376554964103 -0.11263727134404095 -0.0087001376087376802 -0.099240537251822858 0.013508464453998146 0.043542126473101926 0.093549959596362559 -0.0099156951169971919 0.082604528301213009 0.019536235006731031 0.1041104011935244 -0.018270927714007762 -0.10363111861445984 0.058530514260347825 -0.09570661249218676 0.050177855450548051 -0.18122035745560994 0.067233975217777936 -0.11142602757279843 0.10252692816406112 -0.017697062824697185 0.0067622923351942799 0.1224894983482394 -0.079607662425022499 0.066883140784608122 0.034403594632847395 -0.022023961323972774 -0.31700801276155621
leaf_weight=47.8618458583951 8.0569308027625102 5.338826358318328 21.797907125204802 14.327316503971817 5.0788454934954661 8.3607193157076818 47.940895743668079 9.4928623139858228 13.139206826686857 9.4748834855854529 4.8487736359238616 20.444309271872044 45.809630632400513 29.535990029573441 3.9640074186027077 21.94860078394413 13.816316928714512 15.403290174901484 4.6876378953456879 13.347867012023924 18.396111387759447 11.299669198691847 7.6943184956908217 6.3065278083086005 2.3399657011032096 4.0482167303562164 6.7918595820665351 112.86239397898316 5.3415578082203847 3.7302632853388786
leaf_count=1046 75 14 422 152 28 134 229 37 36 55 21 91 138 124 24 83 150 81 41 39 243 43 62 53 25 62 19 451 24 32
internal_value=-0.000507415 0.0103218 -0.0484247 0.0182163 0.0405448 -0.00637406 0.00684986 -0.0503964 0.0121292 -0.00973383 -0.0532774 -0.0163609 0.0557051 0.0245853 0.0787298 0.00728692 -0.0109251 0.018697 -0.091505 0.008343 -0.0769171 0.0223285 0.0538251 -0.0868693 -0.0977539 -0.00558028 0.0300718 0.0235925 -0.0533234 -0.143319
internal_weight=543.488 482.931 57.2095 425.721 143.61 35.4116 282.111 23.8202 258.291 116.426 32.7198 30.2108 113.4 48.2227 65.1769 83.7058 61.7572 19.3673 9.76648 42.8839 27.871 27.0509 18.994 60.5566 54.25 6.38818 141.865 128.726 15.8637 9.07182
internal_count=4034 2848 736 2112 580 314 1532 189 1343 781 319 160 420 177 243 462 379 105 69 163 298 180 105 1186 1133 87 562 526 75 56
is_linear=0
shrinkage=0.1


Tree=20
num_leaves=31
num_cat=0
split_feature=13 8 9 9 0 10 19 16 16 15 10 4 10 2 5 7 5 3 17 10 19 6 19 18 17 16 15 6 0 16
split_gain=44.4565 18.9799 15.2107 9.17109 13.9317 14.0485 16.3591 14.6089 12.6771 12.1422 10.105 9.95251 8.1401 7.55915 9.35348 8.11532 6.32732 11.1621 5.95824 5.8876 8.28701 5.81734 6.00056 5.57682 5.27702 4.99152 10.837 8.40583 11.4148 7.95491
threshold=98.050756475600011 5.9453602998000008 72.82855515350002 186.68586460755003 85.732241321850012 64.407391431150018 14.451165964200003 22.494947397000004 22.664946999500003 34.139075990150012 62.837331883000012 170.06818406760001 72.378669787950017 101.78954948125002 21.723721974650005 23.109894804950002 29.996566321350006 94.972471916200007 204.49254535040004 62.030794443850006 14.451165964200003 13.200308423050002 12.551012654050002 17.323446153950005 175.0619478289 20.404952284350003 30.046989284200006 15.035351298550003 94.047642319350018 20.844951255400005
decision_type=2 2 2 2 2 2 2 2 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 12 9 8 7 24 -6 -5 -3 13 -11 -2 -9 -15 19 17 -10 -17 20 -16 22 -1 -23 -7 26 27 28 -26 -27
right_child=1 3 -4 4 5 6 -8 10 16 11 -12 -13 -14 14 15 18 -18 -19 -20 -21 -22 23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.10906029908444653 0.015507132371250273 0.12326942242277868 -0.11549847439370498 -0.13915298101372453 0.09636885352454358 0.076068280905108532 -0.16694828185572907 0.074491046622440479 0.039539795660344899 -0.072424479047377296 0.10561345974743828 0.055239958033670468 -0.11506498089053059 -0.061681466455781764 -0.078597143624028587 0.050654370261751173 0.082533582291938509 -0.12173396630769387 -0.051173923061612864 -0.12347796943880736 0.097658046175187266 -0.11733905119005442 -0.0052758445161605457 0.077727861239283727 0.10291957552321847 0.079283445334106015 -0.054193555058342946 -0.11374378358911026 0.0026517768899236493 -0.046634698575290595
leaf_weight=43.682505175471306 29.083564985543489 17.86052580922842 19.924367763102055 10.791593257337807 35.398167200386524 9.6962386295199376 5.7568178474903098 16.536235772073269 8.8975050039589458 8.5061686262488383 13.142025694251059 21.645916651934385 5.712264545261859 18.815109364688396 5.8982024714350718 44.847249425947666 5.8011745810508719 8.2902762815356237 6.590655453503131 5.8545498996973029 4.8701708912849426 2.3163312301039687 6.385244730859994 3.9905627742409706 13.026815488934515 17.048542603850368 36.208022270351648 5.2924840003252021 88.412037581205368 7.1093643307685843
leaf_count=1046 203 55 422 134 109 34 38 48 41 41 41 74 111 105 31 155 16 71 36 39 12 39 87 14 33 54 363 40 507 35
internal_value=-0.000500955 0.00954348 -0.0458243 0.0168213 0.0114622 0.017643 -0.00105426 0.0401052 -0.0497414 0.057929 0.0230176 0.0192247 -0.00592827 0.012521 0.000725374 0.0179775 -0.00776942 -0.0382483 0.0376073 -0.0427649 0.00111711 -0.0844233 -0.0958245 0.00608569 0.00434764 0.000185873 -0.00691947 0.009118 0.0155282 0.0422273
internal_weight=527.391 471.016 54.7202 416.296 368.283 334.503 182.55 151.952 33.7805 48.0126 116.554 30.1521 34.7958 103.412 86.8759 68.0608 22.989 17.1878 51.4379 16.6229 10.7684 56.3746 50.0677 6.30689 176.794 167.097 142.939 106.731 101.439 24.1579
internal_count=4034 2848 736 2112 1942 1680 1104 576 262 170 467 115 314 426 378 273 128 112 191 82 43 1186 1133 53 1066 1032 943 580 540 89
is_linear=0
shrinkage=0.1


Tree=21
num_leaves=31
num_cat=0
split_feature=13 3 7 7 6 3 13 0 5 6 13 16 10 16 16 2 17 12 5 5 3 7 16 18 5 16 17 0 0 10
split_gain=39.1093 16.6271 16.2354 12.5681 8.84136 12.4901 9.44274 7.54014 10.0721 8.35907 8.52204 7.28302 7.26921 16.5021 9.17566 9.91206 11.8623 6.5816 5.75546 5.70272 11.8374 5.65523 7.5483 5.57225 5.53338 5.72122 5.50289 7.1951 5.61551 14.2949
threshold=98.255079293500017 103.48681881535002 19.716522186550005 21.725272673150005 14.825346391850003 84.452535251750007 109.49014582065001 86.643628628100018 20.305669781650003 16.375382608200002 117.38883580790001 19.144955230800004 64.407391431150018 20.894951138500005 22.494947397000004 253.13454704850002 204.12988953870004 320.0928336514001 29.026000224750003 13.955288807050001 81.105404879350019 25.987500066900001 14.464966174600002 11.862896247150001 15.237417718750002 15.404963976500001 191.08747234645003 94.047642319350018 93.399723909900004 66.964115113200009
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -7 8 -6 10 -10 -3 14 26 -9 16 -16 19 -13 -5 21 -21 -23 -20 -22 -26 -14 28 29 -28
right_child=1 11 3 4 7 6 -8 12 9 -11 -12 18 13 -15 15 -17 -18 -19 23 20 24 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.080680979973086847 0.14085351273458857 -0.11867656679737677 -0.062791403011293837 0.057295633498006239 0.10061429476365302 -0.10694176568616483 -0.00049045581907404263 0.10797820171255156 0.04315152568195213 0.0070856965869682906 -0.15482033787415481 -0.13347338681931362 0.076508713744578793 -0.13586992311700263 0.031318573118460764 0.10147094484149831 -0.13223235526585905 -0.12167263044513846 0.070615844780957643 -0.11703442410868346 0.11415224193606698 -0.1504226040544191 0.028042491554837082 -0.092014933524361395 -0.062070387623027391 0.032936767955334262 0.063495501409632268 -0.11739226934807263 0.078831577290440019 -0.093517806889895999
leaf_weight=54.321084398776293 9.8309443481266481 13.611027598381044 21.964576009660959 25.354715175926685 10.596760146319864 18.391523852944374 15.236141853034495 28.058058515191078 3.2462249174714071 102.22418095171452 6.5854498744010925 3.1038427762687197 19.962438195943832 6.354840673506259 25.522321864962581 15.232302114367483 5.3672714903950682 3.5750414580106726 7.0847461745142919 9.4627534411847609 6.6432851180434218 3.1289652436971656 9.7702146358787996 2.9984737485647202 7.6948557943105689 35.954459149390459 13.714978002011778 3.8652205802500239 13.015732519328592 10.04532717168331
leaf_count=1202 38 292 238 121 32 319 73 90 11 481 59 50 65 37 97 47 44 50 40 97 17 35 59 40 34 171 48 33 43 71
internal_value=-0.000458266 0.00906493 0.0138192 0.0108525 0.0149065 -0.00588537 -0.0587104 0.0255639 0.00742775 -0.0013846 -0.0894539 -0.067363 0.0413246 0.0174376 0.0628861 0.0354546 0.00290052 0.0116014 -0.0143997 0.0164628 0.00221312 -0.0583203 -0.0152479 0.0222539 0.0291285 0.0161881 0.0335132 0.0123945 0.0260352 -0.00288622
internal_weight=511.918 457.597 430.799 420.968 399.003 135.212 33.6277 263.791 122.653 112.056 9.83167 26.7981 141.138 66.9585 74.18 46.1219 30.8896 101.584 13.1871 98.0092 72.6545 22.3619 12.8992 10.0832 50.2926 43.6493 60.6037 40.6413 36.776 23.7603
internal_count=4034 2832 2410 2372 2134 976 392 1158 583 551 70 422 575 297 278 188 141 584 130 534 413 191 94 80 222 205 260 195 162 119
is_linear=0
shrinkage=0.1


Tree=22
num_leaves=31
num_cat=0
split_feature=13 8 9 10 9 0 10 2 7 16 19 15 5 9 10 6 14 5 7 15 17 17 5 3 15 16 6 15 0 19
split_gain=35.2156 15.4369 12.4915 9.55397 8.13455 10.5482 11.5885 12.1241 11.7268 11.1701 11.1012 9.76354 7.84699 12.334 7.71298 5.78594 5.71457 5.41657 5.99019 6.46118 5.59792 8.15915 5.40938 9.50993 5.18486 6.22058 4.74553 9.02642 5.17042 8.81455
threshold=95.862351557400004 5.9453602998000008 72.82855515350002 72.378669787950017 186.68586460755003 85.732241321850012 64.407391431150018 108.63443756215001 23.109894804950002 22.664946999500003 14.451165964200003 34.139075990150012 21.566902724800006 184.85936449530001 62.837331883000012 15.365359009150003 375.96044720820004 30.284449345300001 22.356277907050004 26.912781836550003 176.08408741720004 167.14057114020002 29.996566321350006 94.421337999450017 39.15620581320001 22.494947397000004 15.255356438950001 31.385732506450001 97.878695155250014 11.850956171350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 16 11 9 7 -7 -9 -6 26 -3 13 -13 15 -10 17 18 19 20 21 -2 23 -11 25 -17 27 28 -8 -30
right_child=1 4 -4 -5 5 6 10 8 14 22 -12 12 -14 -15 -16 24 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.098405809684989715 -0.12562677947377032 0.11336342508186958 -0.11324821396090692 -0.11509425371030307 -0.13477520544227858 0.082847224133721975 0.026278824382593637 -0.053981236784303645 -0.091221717798314159 0.046365045532767393 -0.13568197519348596 -0.15635769031946278 0.056428224687740496 0.059888051589926675 0.09642361012420006 0.096449467419653767 -0.12242372167374799 0.1132563871989007 0.11773208000478233 0.10325884824136025 -0.15631150307128344 0.053180449410351896 0.078883683910590419 -0.10513431976402102 0.043901163224059417 -0.048215409532379516 0.037930839477453966 -0.056611605451587693 0.033779699638478433 -0.045661389645968546
leaf_weight=34.163943115621805 4.0516831986606245 16.947923894971609 17.317093091085553 7.0998366586863986 9.8784603551030141 38.811608623713255 62.659006699919701 18.862765070050955 4.4666178226470938 7.6825425364077153 6.0739288777112952 5.4122895449399966 19.12826956436038 5.144873671233654 15.713749364018438 3.7325834482908276 2.8009924925863734 5.8141668215394011 3.8604522198438636 3.4633627124130717 3.6296310573816291 6.8944630734622478 5.517562434077262 8.9941785596311075 47.292325802147388 14.594392210245131 30.203147001564503 28.092666756361723 22.753851212561131 36.169432766735554
leaf_count=972 58 62 433 154 134 130 302 97 26 36 38 32 66 17 53 14 40 18 13 13 44 42 16 76 174 82 124 298 154 316
internal_value=-0.000428297 0.00680029 -0.0429675 -0.0106115 0.0134987 0.00842806 0.013758 0.0351105 0.0174084 -0.0463172 -0.00271676 0.0528058 0.0182324 -0.0509736 0.0331032 0.0189063 0.0136984 0.0274561 0.00467678 -0.0195175 -0.0486905 -0.0130045 -0.00694547 -0.0353424 0.0264026 -0.0187521 0.00177307 -0.00552326 0.00628115 -0.0149844
internal_weight=497.228 463.064 54.9317 37.6146 408.132 361.499 329.426 143.474 104.662 32.0727 185.952 46.6334 29.6854 10.5572 85.7997 70.0859 30.5148 27.7138 21.8996 18.0391 14.5758 10.9461 22.1943 16.6767 65.6193 18.327 179.878 149.675 121.582 58.9233
internal_count=4034 3062 815 382 2247 2070 1808 576 446 262 1232 177 115 49 349 296 228 188 170 157 144 100 128 112 270 96 1194 1070 772 470
is_linear=0
shrinkage=0.1


Tree=23
num_leaves=31
num_cat=0
split_feature=13 8 9 10 9 0 16 10 16 15 19 10 0 6 4 4 2 16 12 6 7 7 18 15 10 18 17 16 15 6
split_gain=31.2519 13.2647 11.4427 8.50679 6.87798 8.90829 10.3763 9.7516 11.0515 8.69825 8.63803 8.20821 8.17917 10.0993 6.47535 5.26744 5.05929 5.65468 6.61729 5.27478 6.47654 5.54308 6.23877 4.55989 9.57617 4.31057 5.13948 5.16651 4.26417 6.21521
threshold=95.862351557400004 5.9453602998000008 72.82855515350002 72.378669787950017 186.68586460755003 85.732241321850012 22.704946905950003 64.407391431150018 22.494947397000004 34.139075990150012 14.451165964200003 62.837331883000012 85.121961326250016 21.760508430800005 170.06818406760001 158.55438663830003 101.78954948125002 22.654947022900004 182.87454670205003 16.405383309150004 23.109894804950002 24.786990758350004 13.893471991850001 13.699258176050002 81.479100559500012 18.028155833450004 214.03087950770001 17.684958644900004 18.946678378300003 14.825346391850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 -6 8 -7 -3 23 16 13 -8 15 -11 -10 19 -19 21 -21 22 -18 -9 25 26 28 -28 -25 -30
right_child=1 4 -4 -5 5 7 12 10 11 14 -12 -13 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.096955960858388077 0.012622873498196466 0.10847914040667772 -0.11228532025856225 -0.11381403965006012 -0.11738459367114314 0.087163708987895341 -0.12971260468002566 0.11059575485066674 0.062944255055695106 0.031694097003512701 -0.11757453437415646 0.10057004346091465 0.10225196385706255 0.045069466943737285 0.047287541166015523 -0.12526576905967157 -0.049460469297768331 -0.063142357750923014 0.068445217014804063 -0.062526165340428083 0.02631569269739302 0.046525754477152917 -0.19635786494111013 0.071293362671567995 -0.12137024396663598 0.10111453840151646 -0.12466274681750351 0.0056545649017211708 -0.014348025516886541 0.028865757088313928
leaf_weight=31.351786563172936 29.492908861488104 15.990305818617342 15.796684313565491 6.4927724041044703 11.780925363302233 29.302449710667133 6.5142555013299006 3.7582632377743712 14.84246465936303 3.8372391015291232 6.2954975813627234 10.877622172236441 5.7034931182861319 6.7125402092933655 20.577073145657778 4.8284233510494232 11.007583618164064 4.8082149401307133 18.625378780066967 11.096839062869547 31.493222184479237 3.8505006134510031 3.9210039228200904 9.4390467256307584 6.3409077599644652 4.4333418011665335 6.2585004419088346 5.9198627099394798 88.620965085923672 53.298844933509827
leaf_count=972 228 62 433 154 157 109 62 10 48 13 38 41 15 28 74 28 61 23 65 55 128 16 30 30 121 17 81 38 667 230
internal_value=-0.000408282 0.00628972 -0.0413349 -0.0101897 0.0124529 0.00777234 -0.0437025 0.0126487 0.0325638 0.0491772 -0.00245532 0.018088 0.00215226 -0.0410115 0.0167502 -0.0557624 0.00908397 -0.000342837 0.0414455 -0.0162996 0.00316795 -0.0604509 -0.0880432 0.00161462 -0.00073508 0.00381891 0.00118132 -0.0613159 0.00620986 0.00188117
internal_weight=483.269 451.917 51.7824 35.9857 400.135 354.902 30.7112 324.191 139.825 45.233 184.365 110.523 18.9303 13.2268 29.2427 8.66566 99.6452 84.8027 23.4336 61.3691 42.5901 18.7791 14.9286 178.07 174.311 167.971 163.537 12.1784 151.359 141.92
internal_count=4034 3062 815 382 2247 2070 262 1808 576 177 1232 467 105 90 115 41 426 378 88 290 183 107 91 1194 1184 1063 1046 119 927 897
is_linear=0
shrinkage=0.1


Tree=24
num_leaves=31
num_cat=0
split_feature=16 8 9 10 8 4 16 15 10 3 16 8 8 16 9 5 0 19 19 19 3 16 15 16 15 16 2 6 6 17
split_gain=28.173 11.7981 10.0767 9.7491 8.51097 5.43374 6.04587 5.07507 6.75987 9.9342 8.07539 6.33396 11.1547 9.51037 6.07085 5.06489 5.46577 5.55097 4.96931 7.61422 7.76451 13.9103 5.21372 5.09728 6.63939 7.63674 11.3701 6.68276 8.31919 6.72736
threshold=13.564968279200002 5.9453602998000008 72.82855515350002 72.378669787950017 7.1444245619500011 377.6847677435 14.764965473100002 46.074827201850006 64.407391431150018 91.017750006350013 21.094950670800003 8.8430989333000021 9.5425530862500008 22.454947490600002 188.63457064660003 24.367802910700004 86.692020874450009 14.251149826300002 11.850956171350001 14.451165964200003 81.105404879350019 17.684958644900004 18.946678378300003 20.404952284350003 29.329759478700002 18.684956306450005 90.745765132650021 15.035351298550003 14.815346158200002 191.46721301340003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 9 -6 14 13 -13 -11 -10 -9 17 -17 -16 20 21 -20 -22 24 27 -26 -27 28 -24 -29
right_child=1 4 -4 -5 7 -7 -8 15 10 11 -12 12 -14 -15 18 16 -18 -19 19 -21 22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.080627701449238906 0.14882529889561544 0.15831283065998591 -0.11161481878731921 -0.11070117496648726 0.09386958592147096 -0.12012678281036891 0.010325244244163582 -0.14582835197970126 0.084712235134668634 0.10826206825682405 -0.13262406623749801 -0.12244975393876051 0.038243155514193924 0.018401848442848565 0.069418970661030283 0.069016350344370481 0.11174208886557198 -0.072394304953573616 -0.090499689550356172 -0.16297866101107214 0.12747812168130238 0.061843637368911922 0.010142190231095041 0.054535968792299307 -0.094442997086400568 -0.15469796656940737 0.025453832870767336 0.021416488365619574 0.10824070006097351 -0.17295857658606062
leaf_weight=40.029541535302997 3.6736590526998105 3.9931055605411521 13.714526940137146 7.7154370322823516 20.376037262380123 2.6587986946105948 22.187294602394104 3.4914420619606998 8.83649033308029 12.978852510452269 4.4390184283256522 8.1568768657743949 9.1831298619508726 127.26808032765985 9.5982506424188596 3.658509241417053 2.8915976211428633 11.506481742486356 21.249769622460011 2.9821584932506076 3.6397116594016543 8.3483460098505002 40.782011780887842 18.241915971040726 13.838490780442951 4.1547714956104782 22.34583936445415 3.6922292113304129 10.970261931419371 3.4391107745468616
leaf_count=1045 15 32 414 224 73 42 157 40 33 61 25 62 40 528 30 18 6 118 253 22 8 43 195 71 217 56 116 30 29 31
internal_value=-0.000386361 0.00708325 -0.0386073 -0.0109749 0.0130881 0.016004 0.0299998 0.0115461 0.0144101 0.0281641 0.000546743 0.0196683 -0.0373481 0.0267178 0.00398126 -0.0355738 -0.0142548 -0.0382794 -0.000387709 -0.00474743 -0.00161629 -0.0475302 0.00960516 0.0059528 -0.00297913 -0.0342322 -0.00279041 0.0184313 0.0309368 -0.0723215
internal_weight=470.042 430.012 49.9497 36.2352 380.062 28.5198 25.861 376.069 354.521 177.963 176.558 157.587 17.34 140.247 172.119 21.548 18.0566 15.165 163.283 153.685 150.702 29.5981 121.104 117.465 99.2227 40.3391 26.5006 58.8836 51.7523 7.13134
internal_count=4034 2989 852 438 2137 214 172 2105 1923 764 1159 691 102 589 1134 182 142 136 1101 1071 1049 296 753 745 674 389 172 285 224 61
is_linear=0
shrinkage=0.1


Tree=25
num_leaves=31
num_cat=0
split_feature=13 17 3 7 9 9 0 16 18 16 2 3 10 9 7 15 5 0 0 16 3 16 16 2 12 12 15 18 18 18
split_gain=25.2605 9.78031 6.86706 11.648 7.68719 9.14512 8.38276 7.89901 6.95849 12.7309 9.415 8.74436 11.1684 11.04 8.27745 6.89917 6.75098 8.36942 7.92566 5.92111 5.80547 6.54497 6.46928 5.54268 4.90725 6.15049 4.90107 4.68742 12.0146 4.89503
threshold=95.862351557400004 159.58247398035004 103.48681881535002 19.716522186550005 181.33671263215004 186.68586460755003 85.732241321850012 22.664946999500003 13.843998451900001 22.634947069650003 121.84632764400003 89.256809930900019 66.590419433100024 201.7576686733 23.109894804950002 37.050691080100002 18.769588925400004 93.399723909900004 94.047642319350018 19.144955230800004 84.812788641250009 18.704956259700005 18.404956961200003 56.478612905150008 135.71835115270002 169.43370145865001 28.626568391100005 14.395252042950002 14.493864790000002 14.773181214800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 -6 7 -7 10 11 -8 12 -10 -13 -12 -16 17 -14 -19 -4 21 22 -20 -5 -25 -26 -22 -18 -29 -30
right_child=1 2 19 4 5 6 8 -9 9 -11 14 13 16 -15 15 -17 27 18 20 -21 26 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.094419581936967034 -0.12429625647574763 0.12282397571403376 -0.11493808409126748 0.085077804491745845 0.063637519424120811 -0.12865998950752394 0.062392185991073816 -0.011186451184463084 0.093964726485187222 0.093536250230158574 -0.053247525182164523 -0.21925215410683588 -0.15416318039425073 -0.033524738763001188 -0.069748785458028789 0.042156034038451383 -0.14498978106352287 0.088778990148863757 0.00050086279700676487 -0.0026608420079567078 0.013565285755908428 0.067850404588384469 -0.13917565058415601 -0.12838185503011371 0.02214423924783827 -0.092578451164670519 -0.15758848814793305 0.10528136923696296 -0.17267946421534613 -0.043732356034190414
leaf_weight=26.880234967917204 5.72760429047048 8.951836256310342 8.285670395940544 3.0613281130790737 30.69202546402812 8.1991936303675192 51.742279160767794 18.960008203983307 11.896289423108099 13.432517863810061 17.641957633197308 3.9009049236774471 3.2923994790762654 17.824602290987968 6.3694603666663161 40.798140503466129 4.6010154783725765 10.882435552775858 81.464754272252321 10.844577057287095 2.7904484719038001 14.34231488779187 3.4566604308783999 7.049252616241577 10.172373555600645 8.6443746220320445 4.1782836318016052 4.8014859594404724 3.8899082504212847 12.106104504317043
leaf_count=972 140 38 245 10 117 131 204 122 44 52 93 36 26 99 31 147 82 38 570 122 12 46 57 96 80 165 60 14 41 144
internal_value=-0.000374256 0.00550472 0.00725701 0.0100215 0.00747278 0.0113821 0.00661687 -0.046651 0.0112926 -0.000365533 0.0305834 -0.00739532 0.000798486 -0.0668729 0.00518805 0.0270445 -0.00680294 0.00307972 0.00750022 -0.0512902 -0.000825968 0.00536804 -0.00518456 -0.0421597 -0.0572187 -0.0305591 -0.0890544 -0.0536539 -0.0334477 -0.0750897
internal_weight=456.88 430 424.273 405.142 396.191 367.263 336.571 27.1592 309.412 192.86 116.552 179.428 157.702 21.7255 64.8096 47.1676 145.806 120.407 117.115 19.1302 106.232 99.2637 84.9214 28.9273 25.866 18.8167 6.96873 25.3985 20.7975 15.996
internal_count=4034 3062 2922 2555 2517 2166 2049 253 1796 1321 475 1269 1134 135 271 178 1090 809 783 367 745 673 627 351 341 245 72 281 199 185
is_linear=0
shrinkage=0.1


Tree=26
num_leaves=31
num_cat=0
split_feature=13 17 3 7 7 16 6 8 9 9 7 17 9 18 16 10 0 6 10 16 16 10 3 5 5 6 12 18 17 10
split_gain=22.4035 8.67035 5.80593 9.65154 6.9072 5.53321 5.3682 5.36348 6.65591 5.91242 4.56403 6.66051 4.41989 4.16581 4.06632 8.37621 4.20707 8.63339 5.12734 8.75293 7.91062 6.37598 5.00781 8.14879 4.3473 4.0331 6.46048 5.4947 4.70143 3.83579
threshold=95.862351557400004 159.58247398035004 103.48681881535002 19.716522186550005 21.844899366700002 19.144955230800004 5.1651206822000004 2.3481675133500004 179.18874144770004 186.68586460755003 20.983556584300004 172.24349499320002 185.90443620030001 11.862896247150001 11.134973961600002 81.479100559500012 85.732241321850012 16.555386813950005 64.407391431150018 22.494947397000004 20.894951138500005 62.837331883000012 94.421337999450017 24.628131835750001 21.500664456800006 16.235379337050002 320.0928336514001 17.399600107550004 214.03087950770001 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 10 -4 -6 -8 -9 12 11 -5 -10 -7 -11 16 17 -16 19 24 25 29 -19 -24 -18 26 27 28 -20 -21
right_child=1 2 5 4 6 13 7 8 9 14 -12 -13 -14 -15 15 -17 18 22 20 21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0929306076191979 -0.12262697576042246 0.11301383488542832 -0.1138228479017569 -0.097183235580607596 -0.1103296728323975 0.040446887721245821 0.12187631646370781 -0.11957468966862135 0.027036400262691825 0.11890627158085715 -0.099829857794529714 0.067635565617878632 0.10579699388085845 -0.092083360587147653 -0.12911633836974287 -0.11975050441895763 0.10490919853567178 0.067507259163661598 0.0022428944180243712 0.022431236464125814 -0.10415093534275932 0.095209787384156419 -0.16012376795956756 0.052949599653983041 0.0094306324367235857 0.05860893439066487 -0.12755926391262962 0.08272902575115737 -0.086410875036990201 -0.01839895604601121
leaf_weight=24.692370289936662 5.2495183032006016 8.7659881673753244 7.5669099204242256 4.3117924518883246 3.6710147485136977 7.3368814922869188 4.3269580118358126 3.9286686778068534 23.05975142121315 3.2235729843378058 9.667487991973756 5.6839857026934624 10.311148270964621 3.5047000050544739 6.6685017608106163 5.2082968335598698 18.127211086452011 7.1960642673075181 126.00266792066395 57.238288857042789 7.0497376173734656 8.7474324293434602 3.4890307150781155 3.6964696832001209 6.4711829721927634 12.506841866299508 3.8990023843944064 8.1308400034904462 6.2799867689609519 38.474846746772528
leaf_count=972 140 38 245 81 114 52 16 46 96 8 107 29 39 70 112 111 82 25 839 230 39 41 41 20 26 54 59 33 73 196
internal_value=-0.000361574 0.00508335 0.00670058 0.00925173 0.00690366 -0.0481983 0.00999156 0.0112049 0.00987364 0.0113031 -0.0508409 -0.0034609 0.0513723 -0.00239546 0.0071557 0.00602709 0.0081135 -0.0350676 0.0112165 0.0261246 -0.000524626 0.0134871 0.00854124 -0.0505115 0.0797913 0.00413384 -0.000587239 0.00293852 -0.00196585 0.00601828
internal_weight=444.487 419.795 414.545 396.137 387.371 18.4085 367.708 364.037 359.71 355.781 19.6633 9.99578 33.3709 10.8416 322.41 319.186 313.978 21.0501 292.928 129.059 163.869 104.461 14.3816 7.1855 24.5984 156.819 144.312 140.413 132.283 95.7131
internal_count=4034 3062 2922 2555 2517 367 2300 2186 2170 2124 217 110 135 122 1989 1981 1870 198 1672 575 1097 467 86 61 108 1058 1004 945 912 426
is_linear=0
shrinkage=0.1


Tree=27
num_leaves=31
num_cat=0
split_feature=13 8 9 8 10 0 4 19 5 9 15 10 7 7 19 10 15 5 14 18 6 10 0 9 0 19 16 0 8 3
split_gain=20.1574 8.8315 7.82139 7.75882 6.7872 5.91258 4.23447 4.48696 7.00442 6.57906 4.09095 5.00631 3.84504 8.0749 3.70465 7.02058 7.95695 6.48546 6.96575 11.8639 6.00405 6.04733 5.10254 7.76997 5.86432 5.06701 4.49924 4.45176 10.8618 12.8828
threshold=92.38617519475001 5.9453602998000008 72.82855515350002 7.1444245619500011 72.378669787950017 103.48144189910001 377.6847677435 13.851117550450002 29.026000224750003 66.346857137250012 46.683480308100009 61.977025281250008 22.356277907050004 20.873561687950005 14.351157895250003 64.665483411650015 33.005488016050009 20.204934414350003 372.73472382990002 13.946975448150001 16.575387281250006 64.730006406800015 86.329079026800017 197.02865361825005 86.162394622750014 14.551174033150001 22.694946929300002 86.20003303655001 8.543332867800002 93.819123378250012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 10 7 8 9 12 14 -12 13 -2 20 17 -17 -16 19 22 26 -22 24 -24 -19 -21 27 28 29 -5
right_child=1 3 -4 5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 15 16 -18 18 -20 25 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10424274504182399 0.076360596266951949 0.15726711169019697 -0.1089722327359747 -0.26204800405287759 -0.10950485321659348 -0.097357049892684275 -0.1203916262002907 -0.084960320349937557 0.12304643056848358 -0.13125295509247834 0.019081405030678202 -0.094813504438676796 0.11824695656315701 -0.11212064567516417 0.095812959242910223 -0.15967552480142758 0.022208731835607565 0.015307507013007546 0.10588942312374279 -0.18431801593460065 -0.20067474928246806 -0.015519300582243892 0.090981643547957985 -0.0026602001318294568 -0.1017217623456262 -0.0031570821084802442 0.10595329940640058 0.0086178605600758171 0.029771071669986757 0.012662716010123261
leaf_weight=17.905500002205372 5.4006480574607973 3.5081028733402482 11.415879489853976 3.8485791683197013 6.0730982050299636 5.2660723086446515 2.3932427186518899 3.607347857207059 6.4659947380423537 3.0936078596860161 7.3259991724044076 8.1556711848825199 3.6378061659634104 3.9249161649495363 13.639557935297487 4.2724807336926443 5.5034255646169186 56.427212368696928 9.2764058932661992 4.0340890362858763 2.8061064034700385 4.7497402355074883 22.149437643587589 14.769510198384522 4.6334165334701529 2.5011418201029301 4.4498283863067618 181.3910301681608 8.2383858971297723 3.0679371803998947
leaf_count=797 30 28 447 30 211 127 42 41 18 48 44 92 15 52 52 31 25 272 39 41 20 49 96 63 25 12 16 1217 28 26
internal_value=-0.000352801 0.00411855 -0.0371984 0.00925645 -0.0135151 0.00783973 0.00692258 0.0185831 0.035167 -0.00022128 0.00937327 -0.0409179 0.0310484 -0.00296684 0.0116251 0.0243867 -0.0572823 0.030652 0.0228415 0.0154705 0.00322918 -0.0842827 0.0241718 0.05352 0.00642707 -0.114985 0.00651893 0.00426773 -0.0477996 -0.140195
internal_weight=433.932 416.027 46.0125 370.014 34.5967 366.506 28.5236 26.1303 22.523 16.057 361.24 15.4817 12.9634 9.32556 345.758 137.207 9.77591 127.431 113.791 104.515 208.552 7.55585 97.9796 36.9189 61.0606 6.53523 200.996 196.546 15.1549 6.91652
internal_count=4034 3237 904 2333 457 2305 246 204 163 145 2178 136 97 82 2042 656 56 600 548 509 1386 69 456 159 297 53 1317 1301 84 56
is_linear=0
shrinkage=0.1


Tree=28
num_leaves=31
num_cat=0
split_feature=13 8 9 8 10 0 4 19 5 9 7 10 3 2 4 6 19 16 10 9 18 15 2 4 4 5 8 8 6 16
split_gain=18.1136 7.58246 7.1954 6.33085 6.1026 5.1136 3.72917 3.74959 6.0801 5.74054 3.5233 3.52685 9.49002 6.19873 5.64447 5.22752 12.619 9.27507 6.80519 5.53721 5.78326 4.40423 6.55499 5.88041 6.79623 5.63621 4.98974 5.06642 6.20596 5.06118
threshold=92.38617519475001 5.9453602998000008 72.82855515350002 7.1444245619500011 72.378669787950017 103.48144189910001 377.6847677435 13.851117550450002 29.026000224750003 66.346857137250012 28.8637720374 70.206395618550019 83.538459487450012 83.586740321150003 191.03149642590003 13.65531905435 11.850956171350001 15.089964713100001 72.378669787950017 206.22988073345002 15.625782642300001 46.074827201850006 310.17567643235003 309.28270023145006 313.22340827140005 23.195398057700004 8.8430989333000021 9.3427090425500019 16.645388916850006 19.199955102150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 6 10 7 8 9 -2 11 21 13 -13 -15 16 -16 -17 -18 -19 -21 22 23 26 -25 -26 29 28 -28 -5
right_child=1 3 -4 5 -6 -7 -8 -9 -10 -11 -12 12 -14 14 15 17 18 19 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.10382820352572004 0.028221139158205705 0.14268231756695568 -0.10830141849228458 0.079063443686943013 -0.10871027364274728 -0.09399203292519237 -0.11859212052591894 -0.078635493517025451 0.11710360001031622 -0.12862457094661392 0.11209366575591106 0.054959917197759237 -0.0671697442182521 -0.12484295460576314 0.040447651590567422 -0.078888259013217679 0.0678101381113244 0.11790346095229931 -0.10450272362902036 -0.07624555122035491 0.067539668909150252 -0.030904085543273854 0.092661164728360057 -0.13879611537379841 -0.065521471323212552 0.073420794068699238 -0.01611538140172741 0.012633293349541065 -0.18538719061620523 0.019665031878485464
leaf_weight=16.262954587116838 12.805389210581788 3.4816520102322093 10.390249503776429 15.780377507209776 5.5332888178527346 4.9269038252532473 2.196672933176159 3.5128882694989434 6.1322372183203688 2.8534815814346066 3.2585090100765219 20.753732472658157 21.323948787525296 3.8694287650287142 15.624091362580655 5.9616015627980259 2.6610050946474102 9.7643332444131392 16.525593839585781 4.313922315835951 7.956988126039505 19.824736787006259 11.250227503478525 5.0977865047752884 6.2381537631154043 5.4880924709141254 5.5238834917545336 14.591317892074583 3.5629233457148075 157.71500718593597
leaf_count=797 97 28 447 53 211 127 42 41 18 48 14 84 320 72 94 35 7 24 193 28 35 182 56 60 39 20 28 88 34 712
internal_value=-0.000329821 0.00378638 -0.0357194 0.00848005 -0.01289 0.00718936 0.00638952 0.0172393 0.0326951 -0.00036051 0.00858541 0.00763217 -0.00735506 0.00723347 -0.00762177 -0.000400037 -0.0262726 0.0317694 -0.0806045 0.0617077 0.016991 0.014283 0.01826 0.0143486 -0.0424004 -0.000494012 0.0191908 -0.0238703 -0.0824866 0.0250677
internal_weight=425.181 408.918 43.4242 365.494 33.034 362.013 27.5007 25.304 21.7911 15.6589 357.086 353.827 108.755 87.4307 66.677 62.8075 34.8107 27.9968 19.1866 22.0352 12.2709 245.073 225.248 213.998 16.824 11.7262 197.174 23.6781 9.08681 173.495
internal_count=4034 3237 904 2333 457 2305 246 204 163 145 2178 2164 892 572 488 416 294 122 200 87 63 1272 1090 1034 119 59 915 150 62 765
is_linear=0
shrinkage=0.1


Tree=29
num_leaves=31
num_cat=0
split_feature=13 17 17 3 3 7 7 16 7 17 9 5 10 15 16 3 18 16 0 9 10 5 0 10 3 2 18 6 17 19
split_gain=16.2814 6.83557 6.06593 8.45389 4.2463 7.32687 5.3088 4.16723 3.7403 6.68989 5.12527 3.20537 6.16378 4.35097 4.88009 6.74569 5.24865 6.13989 5.92972 9.61903 8.29965 6.62781 8.0144 5.88301 6.83308 6.27501 6.84565 7.22953 11.6764 6.10072
threshold=92.38617519475001 159.58247398035004 241.79519611995002 76.825379535700009 103.48681881535002 19.716522186550005 21.844899366700002 19.144955230800004 20.873561687950005 172.24349499320002 180.51130933560003 29.996566321350006 60.613977009100005 46.683480308100009 22.694946929300002 93.980430866100008 13.843998451900001 22.634947069650003 90.407470010750018 200.95377551580003 66.590419433100024 18.769588925400004 93.399723909900004 71.322105742700003 83.538459487450012 83.586740321150003 17.138111898250003 13.65531905435 191.75825325995004 11.850956171350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 9 -7 -10 12 -8 14 15 16 -14 18 19 -18 -20 22 -22 -24 25 -25 27 29 -29 -27
right_child=1 2 -4 4 7 6 11 -9 10 -11 -12 -13 13 -15 -16 -17 17 -19 20 -21 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.10345531560112271 -0.12047145049831845 -0.093312657009923958 0.11726728423279381 0.101400515690331 -0.11207794209330256 -0.089905155170945467 -0.13138964992695598 -0.0045395785889850342 -0.16090105029228918 0.098009644979105026 -0.023307362778083637 0.10894487272131739 0.025371666866844236 -0.048003248556382938 0.062219873404179532 -0.1159765150869881 -0.20519673511080438 0.09393121589109725 0.092637477340652793 -0.022855325883926334 -0.13881265700251552 -0.052632757383577838 0.054041737795071633 0.055472552771852437 -0.088813824460629839 -0.0086724522701246316 0.071416136907740763 -0.10177644375081452 0.054044673393775361 -0.11121781044868051
leaf_weight=14.765664972364901 4.4006248731166115 8.8183703646063787 4.742515852674841 8.1884535718709213 5.8703046794980756 3.6476007383316782 3.1589543763548127 9.3317092321813089 4.8168227728456241 3.9418438412249088 6.1812313720583916 3.1525291055440894 127.89202155172825 12.892716389149426 17.742235466837883 4.3082887288182965 3.6089032646268633 6.496563456952571 9.3556863106787187 14.585791181772946 3.7265689950436345 23.837158836424351 24.007293684408069 19.972651867195964 8.1950266920030099 10.680368149653079 8.8056039996445161 6.5225529819726971 18.30559578537941 12.700667461380361
leaf_count=797 145 222 31 38 246 79 46 122 90 20 37 11 570 125 65 57 51 28 41 87 44 286 111 82 162 118 40 39 72 172
internal_value=-0.00033464 0.00347305 0.0048522 0.0034878 0.00572285 0.00786968 0.00573356 -0.0460659 -0.0463053 0.00769498 -0.0835693 0.00857892 0.00763946 0.00895582 0.0112454 0.00826056 0.0100525 -0.00141814 -0.00518824 -0.0590226 0.00151564 -0.00471825 0.00539672 0.0103185 -0.00200421 0.00723636 -0.0096611 -0.0244702 0.0131092 -0.0643755
internal_weight=414.652 399.887 395.486 390.744 381.925 366.723 358.535 15.202 18.5875 7.58944 10.9981 339.947 336.795 333.636 320.743 303.001 298.692 170.8 164.304 18.1947 146.109 136.753 112.916 109.19 85.1825 76.9874 57.0148 48.2092 24.8281 23.381
internal_count=4034 3237 3092 3061 2839 2471 2433 368 226 99 127 2207 2196 2150 2025 1960 1903 1333 1305 138 1167 1126 840 796 685 523 441 401 111 290
is_linear=0
shrinkage=0.1


Tree=30
num_leaves=31
num_cat=0
split_feature=13 17 17 3 9 9 7 19 2 10 12 2 0 16 0 6 18 16 2 7 15 7 15 16 19 10 6 6 3 0
split_gain=14.6445 6.08098 5.19581 7.32536 3.71156 5.86634 4.38306 5.76868 5.24479 5.91149 6.07847 8.68196 4.30424 7.68881 5.38065 7.67195 3.62654 8.67401 7.45551 6.78035 5.71387 5.20331 4.14206 4.4865 3.97985 3.96821 3.83062 10.5508 6.10656 5.62391
threshold=92.38617519475001 159.58247398035004 241.79519611995002 76.825379535700009 181.33671263215004 186.68586460755003 19.078733418100004 13.851117550450002 56.478612905150008 61.853356207250009 134.98489220775002 154.94328103605002 85.732241321850012 22.704946905950003 85.121961326250016 21.760508430800005 13.843998451900001 22.654947022900004 121.84632764400003 23.109894804950002 37.050691080100002 23.203497038450006 20.729785921300003 15.039964830000001 14.551174033150001 61.966271448700006 13.65531905435 13.78532209185 77.69375151185001 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 -3 6 -6 7 -5 -8 -10 -11 -12 13 -7 15 -15 18 21 24 -20 -21 -18 -23 -24 -14 -25 28 -28 -27 -29
right_child=1 2 -4 4 5 12 8 -9 9 10 11 -13 16 14 -16 -17 17 -19 19 20 -22 22 23 25 -26 26 27 29 -30 -31
leaf_value=-0.10311967992652227 -0.11906312538382263 -0.089910112249993179 0.11107283765253764 0.056615025323801485 0.053190687611517233 -0.10750430666946531 0.082475349927479069 -0.12228615260575969 -0.15399382277885318 -0.11106544161380101 0.052722247663497125 -0.092988631434921809 0.064790410576351765 -0.11702965947047479 0.094115019026141875 0.045872614933973738 -0.1496411690090946 0.10316710441990973 -0.053085136431394044 -0.066326179303916391 0.035587722910444416 0.033749271654501638 -0.085617302728917336 -0.12429783070889373 -0.023208325353719611 0.097007919905316778 0.090516699585617921 0.013934575028971774 -0.074395688449822889 -0.035669113463895091
leaf_weight=13.401797303929923 4.0265604639425865 8.2658081967383605 4.5183337535709134 11.01347593590617 27.510519448667765 9.1895636357367056 3.1131588928401461 2.1550840511918059 4.9259245116263655 7.2341661872342256 10.882763882167639 6.5504680210724464 39.955607257783413 5.4481798410415667 4.9294860363006583 6.1594931185245514 2.4695049170404664 7.6835071444511405 17.20144297927618 6.4313333332538596 38.041250966489315 25.254367526620626 7.49136022850871 2.7690126076340666 5.8980782702565184 2.4485769793391254 12.365077901631592 52.125769019126892 13.753523932769893 40.705412272363901
leaf_count=797 145 222 31 132 115 154 13 43 142 178 84 185 176 62 15 26 23 37 93 31 147 170 61 18 28 14 37 290 152 413
internal_value=-0.000334808 0.00319257 0.00446627 0.00320522 0.00526479 0.00899279 -0.0213762 0.0273372 -0.0409896 -0.0539778 -0.0340053 -0.00202804 0.0049441 -0.0341678 0.00658469 -0.0305872 0.00860849 -0.000611203 0.0229332 0.000228537 0.0208496 -0.00561414 -0.00334744 -0.0104632 0.0534713 -0.00592896 -0.00322905 0.00374225 -0.048492 -0.00781608
internal_weight=403.919 390.517 386.49 381.972 373.706 327.831 45.875 13.1686 32.7065 29.5933 24.6674 17.4332 300.321 25.7267 16.5372 11.6077 274.594 167.066 107.528 61.674 44.4726 159.383 156.913 131.659 45.8537 124.167 121.398 105.196 16.2021 92.8312
internal_count=4034 3237 3092 3061 2839 2062 777 175 602 589 447 269 1947 257 103 88 1690 1215 475 271 178 1178 1155 985 204 924 906 740 166 703
is_linear=0
shrinkage=0.1


Tree=31
num_leaves=31
num_cat=0
split_feature=13 17 6 17 0 3 7 7 7 13 10 5 8 14 19 17 19 0 6 17 8 7 7 9 19 18 2 10 16 19
split_gain=13.1814 5.41424 4.58415 4.32805 5.48604 3.28112 5.89694 4.41736 4.43831 3.81925 3.87787 3.78603 4.99802 7.32007 4.23543 5.4634 3.93412 3.65016 7.29445 3.61549 3.58229 4.03042 4.95356 6.73965 6.32436 5.48133 7.36062 5.88282 4.82227 6.79678
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 241.79519611995002 103.33357670195001 103.48681881535002 19.716522186550005 21.725272673150005 21.147833206800005 116.35915634395 55.917240655200011 29.996566321350006 8.8430989333000021 168.39662374755002 14.351157895250003 206.35686538205002 14.651182102100002 85.667718326750006 16.525386113000007 172.24349499320002 8.7431769115000026 22.721067571950005 23.109894804950002 195.41812862360004 14.351157895250003 13.927976454650002 131.42729508740004 62.046925192600007 22.644947046300004 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 4 5 6 -4 8 19 -7 -11 12 16 -14 -15 -16 17 18 -9 -8 21 -19 23 24 -23 26 -24 -28 29 -27
right_child=1 2 3 -5 -6 9 7 11 -10 10 -12 -13 13 14 15 -17 -18 20 -20 -21 -22 22 25 -25 -26 28 27 -29 -30 -31
leaf_value=-0.1028173602573651 -0.11772607345735518 -0.10653742786965648 0.093356273426556682 0.10464710299931985 -0.10891243873725703 -0.12458353836863589 -0.087673580872758033 -0.1462664566905382 -0.12298209134299909 0.029553042926955847 -0.10936018895700872 0.10921394067656894 0.053094712065075836 -0.022350308242352644 -0.19826251758125013 -0.0037139733531027248 0.065590509828427443 0.038214405723072824 0.011124865458112504 0.03599098926888579 0.061634596625301734 -0.10594666320360778 0.082628086978102699 -0.14813616464961393 0.019796155557369941 -0.0014574849182565817 0.042488033385204259 -0.034497194649885959 0.08864023392537565 -0.10232517912402868
leaf_weight=12.160287160426376 3.6826633149757972 3.7073899060487738 7.777298415079712 4.3265522941946974 4.250101742334663 4.0074345245957366 3.7165763434022647 4.5679267989471546 5.1343789072707287 7.2290285900235158 2.7833102485165 3.6368046328425399 5.3325976915657547 5.5923557039350253 4.7887460794299841 2.0663176029920578 12.054910648614166 36.355500375851989 8.2861332278698665 6.4969157632440329 12.676081724464892 5.5136444726958933 19.917243249714375 4.6665465496480456 14.569357518106697 136.24721091613173 22.343603052198887 17.860082853585482 5.5449697300791732 7.0247777141630641
leaf_count=797 145 178 38 31 141 148 90 88 72 73 147 13 23 36 54 10 46 171 49 44 48 37 111 35 65 1078 89 88 30 59
internal_value=-0.000321432 0.00294001 0.00411412 0.00520875 0.00404736 0.0053584 0.00724706 0.00530248 -0.0471369 -0.0420837 -0.00906317 0.00774845 0.00661446 -0.0449359 -0.0869332 -0.13962 0.00959392 0.00731011 -0.044807 -0.00900917 0.00967966 0.00724084 0.00242219 -0.0398803 -0.0147256 0.00743309 0.0329159 0.00828812 -0.00286179 -0.00640314
internal_weight=394.317 382.156 378.474 374.766 370.44 366.19 352.17 344.393 15.3479 14.0198 10.0123 329.045 325.408 17.78 12.4474 6.85506 307.628 295.573 12.8541 10.2135 282.719 270.043 233.687 24.7495 20.083 208.938 60.1209 40.2037 148.817 143.272
internal_count=4034 3237 3092 2914 2883 2742 2374 2336 206 368 220 2130 2117 123 100 64 1994 1948 137 134 1811 1763 1592 137 102 1455 288 177 1167 1137
is_linear=0
shrinkage=0.1


Tree=32
num_leaves=31
num_cat=0
split_feature=13 17 6 18 3 0 7 6 5 4 4 7 13 14 12 12 8 9 9 0 16 10 10 16 16 10 17 18 16 7
split_gain=11.8688 4.82296 4.09724 3.83037 4.18707 2.83259 4.57913 3.12459 3.127 2.87443 2.51369 5.36129 5.13773 4.84653 4.13378 4.00342 3.62175 3.98573 3.78175 4.28195 5.74145 3.49715 3.30818 6.9924 6.16594 4.43717 3.69735 4.73801 4.58114 4.30675
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 18.273715221050001 76.825379535700009 75.462331263550013 19.078733418100004 16.995397094750004 29.026000224750003 288.78964636655002 137.02556730370003 22.105125139000005 121.87049551135001 171.16849715720005 162.55248274650003 152.73554204000004 2.3481675133500004 179.18874144770004 187.94830913940004 85.732241321850012 22.704946905950003 60.613977009100005 64.407391431150018 22.494947397000004 20.894951138500005 62.837331883000012 214.03087950770001 17.138111898250003 12.604970524100002 27.703316924600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 -6 -10 -8 12 13 -12 15 -15 -13 -18 -19 20 -20 -22 23 -21 26 -25 27 28 -24 -28
right_child=1 2 3 -5 5 6 10 -9 9 -11 11 16 -14 14 -16 -17 17 18 19 22 21 -23 24 25 -26 -27 29 -29 -30 -31
leaf_value=-0.10254491273635032 -0.11645822432560059 -0.10596068635789127 -0.074040190004998604 0.10767593306421382 -0.11278550631478462 0.12122495206355761 0.062714095511195181 -0.11470207129884021 0.084305965910234593 -0.050412450061888076 -0.16265365197517723 0.11114896710612909 0.081459682863673499 -0.040573379462747916 -0.11387469905455139 0.097873085725121184 -0.10132042723579807 0.039586750607109575 -0.12684889401644039 0.073215944995016671 -0.088244318400368921 0.060641702641666774 -0.1153306498601155 0.0021101474249903356 -0.097379663867568564 0.087970629223266789 -0.09601621402863364 0.097847520004561123 0.0048948743026264157 0.061259937240721367
leaf_weight=11.030827512964605 3.3666489124298087 3.3719152761623254 6.7881551943719378 3.5822382606565943 2.124494996853171 3.4702209010720244 7.5814581327140322 3.9750437159091225 3.7243176186457276 2.7556541515514255 3.8470463510602775 3.3553509041666976 2.8535659536719313 7.3176901033148152 4.7563033625483504 2.9229460693895817 3.3789541060104957 33.516808507964015 5.7307729329913837 20.0351941883564 2.429311802610755 4.5000160485506058 3.2534077782183877 86.505118630826473 6.6259034797549239 6.469036389142274 7.3150455970317108 5.3531705886125556 122.78157833404839 2.2849570494145155
leaf_count=797 145 178 162 40 103 15 33 176 26 42 52 13 11 98 99 12 50 150 115 108 42 16 89 415 38 41 91 18 845 14
internal_value=-0.000304956 0.00269471 0.00377131 0.0047734 0.00376528 0.00523702 0.00693036 -0.0413764 -0.00750184 0.027016 0.00577338 0.00448564 -0.0435871 -0.0625231 -0.0368374 -0.00105713 0.00781242 0.00669458 0.00788421 0.00399605 -0.0527979 0.00844464 0.00675489 0.0196313 -0.00310294 0.00808422 0.0013277 0.00570506 0.00179143 -0.0585819
internal_weight=387.003 375.972 372.606 369.234 365.652 358.863 346.284 12.5795 8.60447 6.47997 342.814 335.232 21.6976 18.844 14.9969 10.2406 313.535 310.179 306.8 273.284 12.6601 6.92933 260.623 113.009 147.614 92.9742 140.988 131.388 126.035 9.6
internal_count=4034 3237 3092 2914 2874 2712 2365 347 171 68 2350 2317 272 261 209 110 2045 2032 1982 1832 173 58 1659 564 1095 456 1057 952 934 105
is_linear=0
shrinkage=0.1


Tree=33
num_leaves=31
num_cat=0
split_feature=13 17 6 7 3 3 7 7 5 8 14 17 18 19 13 7 13 13 0 16 14 16 19 17 18 16 6 19 7 17
split_gain=10.6889 4.29871 3.6647 3.2573 2.63857 2.40861 4.4104 3.52329 3.42197 4.19048 5.92541 5.45231 4.71851 3.32701 3.32335 3.28814 3.14877 3.94457 3.01211 6.01499 3.12357 5.80784 4.72676 4.06162 3.48087 5.44269 6.28453 7.46837 3.97814 6.19593
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 28.8637720374 76.927540944650019 103.48681881535002 19.716522186550005 21.725272673150005 29.996566321350006 8.8430989333000021 168.39662374755002 183.19621122360005 13.927976454650002 14.651182102100002 116.35915634395 21.147833206800005 116.60649449195002 120.87576600310001 85.495657006400009 22.794946695500006 237.59068261610003 22.674946976100003 10.550851274900003 187.06455006835003 13.86460725495 22.614947116400003 16.425383776450001 14.351157895250003 24.786990758350004 190.79440939600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 15 9 13 -11 -12 -13 18 -7 -8 -16 -18 19 -9 24 22 -22 -24 25 -20 -27 -28 -26 -30
right_child=1 2 3 -5 5 14 7 8 -10 10 11 12 -14 -15 16 -17 17 -19 20 -21 21 -23 23 -25 28 26 27 -29 29 -31
leaf_value=-0.10229926454547933 -0.11525788507214774 -0.10543278223482611 -0.057836354790497285 0.10012523183394129 0.082789662650607665 -0.12247537344727921 -0.0097091621868754426 -0.13926521218107918 0.10752590066183708 0.048757611738374229 0.085041532607117651 -0.17520782101040669 -0.039984858960719183 0.061112937297912999 0.060717964137809458 -0.11062033474413453 -0.11004112343070725 0.082583183455621892 0.057584676517035638 0.031343335647315909 0.10731838135033078 0.06583588005368525 -0.086901966756142049 -0.0086879003962460066 -0.014811151266020076 -0.10185370685351228 -0.069097876298741076 0.061019187376194522 -0.040138090252965192 0.053298458305724841
leaf_weight=10.003852425143121 3.0763860596343866 3.0655347174033514 6.8952334374189368 3.5176764838397494 7.3598943818360558 3.4157026112079611 9.5604977477341873 4.0961927780881506 3.3320928141474715 5.013157986104491 1.7045196369290341 5.1928673367947322 5.1295276414602995 11.514812102541326 3.9393110927194339 4.8758233878761521 3.8717275857925415 1.465511701069772 40.840439096093178 4.1704300232231617 3.327335061505436 11.019322080537675 7.0864893542602649 105.24085892178118 47.727215904742479 4.9830055031925466 6.2391124758869436 15.056576788425444 9.5998691003769618 27.220361862331629
leaf_count=797 145 178 167 39 38 148 134 58 13 23 7 60 33 46 31 72 172 17 204 26 12 57 72 736 359 31 32 59 115 153
internal_value=-0.000303627 0.00245753 0.00344573 0.00436421 0.00342818 0.00462493 0.00622026 0.00452759 0.00671774 0.00565193 -0.042579 -0.0806507 -0.108011 0.00840872 -0.0381473 -0.0437916 -0.007097 -0.0571499 0.00629126 -0.0531949 0.00805798 -0.00353349 -0.0101428 -0.0136223 0.0177393 0.0347424 -0.000757531 0.0228981 0.00424126 0.0289374
internal_weight=379.541 369.537 366.461 363.396 359.878 352.983 340.29 332.931 318.494 315.162 17.0401 12.0269 10.3224 298.122 12.6923 14.4363 9.27655 5.33724 286.607 8.26662 278.341 126.674 115.655 112.327 151.667 67.1191 26.2787 21.2957 84.5474 36.8202
internal_count=4034 3237 3092 2914 2875 2708 2340 2302 2096 2083 123 100 93 1960 368 206 220 189 1914 84 1830 877 820 808 953 326 122 91 627 268
is_linear=0
shrinkage=0.1


Tree=34
num_leaves=31
num_cat=0
split_feature=13 17 17 0 9 9 4 18 10 6 3 19 0 7 17 0 16 13 10 8 0 5 15 5 18 16 14 7 3 10
split_gain=9.63374 3.83538 2.98919 5.14125 2.3316 4.66226 2.88205 4.22922 4.08951 3.56643 3.97241 4.43667 4.22478 3.43727 2.91318 2.85217 5.76095 2.61746 6.22758 2.57563 4.17624 4.44904 2.46076 4.8193 2.20523 6.54877 5.20131 7.35754 3.84097 8.36883
threshold=92.38617519475001 159.58247398035004 241.79519611995002 103.33357670195001 181.33671263215004 186.68586460755003 375.65892766775005 12.348791801350002 54.879495816850003 14.955349429350003 93.846007959550022 12.651020723000002 95.469836670350006 20.873561687950005 189.43751236195004 85.732241321850012 22.664946999500003 117.60660091645001 61.853356207250009 10.441851282850001 85.121961326250016 31.312564341900003 34.139075990150012 21.454033346250004 13.843998451900001 22.654947022900004 195.25924573520004 23.109894804950002 89.256809930900019 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 6 22 7 8 -3 10 11 -9 13 -13 17 16 -7 -11 -19 20 21 -18 -6 -24 26 28 -17 -28 29 -26
right_child=1 2 -4 -5 5 15 -8 9 -10 14 -12 12 -14 -15 -16 24 19 18 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10207769252533039 -0.11412357343821211 -0.11100004267119737 0.089474387470635491 -0.10740875907162993 0.09465729992660242 -0.12055721288986761 -0.11375539559075701 -0.11151280196156298 0.059066141119642257 -0.1452741983035731 0.12784935251887802 0.074886312441191275 0.090842083509960342 -0.12370311939926673 0.033342740160527302 0.049328547642652799 -0.11330059601422333 -0.19505280767361308 0.070861258346574627 0.090860549875864158 0.040611694222521699 0.059717800578794403 -0.049269767211034578 0.062514697496516405 0.08820548358822361 0.098622100972248924 -0.047550066458480117 0.023663651222832507 -0.043741626712250105 -0.0061768663081472859
leaf_weight=9.070507940836249 2.8098934572190037 1.6307400101795781 3.9682793989777556 4.2285132613033047 7.6969006434083012 5.4866721061989692 2.9828857993707052 3.861331585794689 10.63618920650333 5.4493302144110185 2.0289811268448821 1.3279213309288027 4.0353091908618808 2.5361291244626045 1.9499456407502282 33.754981558769941 5.7338649928569811 1.4722017385065558 2.19210384786129 2.5134395062923423 6.4251702018082142 2.0062284469604492 5.6543424054980305 12.131411682814358 10.155088026076553 6.2860915660858145 21.185858976095915 46.026596341282129 22.477723393589258 125.46879254188389
leaf_count=797 145 73 31 186 39 131 107 129 118 181 12 5 25 71 11 168 72 43 7 8 38 8 29 47 48 37 114 193 146 1015
internal_value=-0.000279837 0.00225608 0.00316117 0.00220265 0.00351526 0.00642389 -0.0191865 -0.0115872 0.0364579 -0.035301 -0.00137001 -0.0236632 0.019279 -0.0554558 -0.0775926 0.0027905 -0.0316706 -0.101328 -0.0359746 -0.00243024 -0.0189835 -0.0684543 0.0474194 0.0269768 0.00566908 -0.00147538 0.0173011 0.00121656 -0.00545524 0.000890186
internal_weight=373.183 364.113 361.303 357.335 353.106 313.003 40.1031 37.1202 12.2669 24.8533 13.7897 11.7607 7.89936 3.86405 11.0636 287.521 22.1654 9.11364 3.66431 16.6787 14.1653 7.74009 25.4827 17.7858 265.355 164.388 100.967 67.2125 158.102 135.624
internal_count=4034 3237 3092 3061 2875 2093 782 675 191 484 242 230 101 76 242 1978 257 231 50 126 118 80 115 76 1721 1246 475 307 1209 1063
is_linear=0
shrinkage=0.1


Tree=35
num_leaves=31
num_cat=0
split_feature=13 17 18 0 15 6 3 5 10 13 19 15 16 13 10 16 3 12 18 14 16 16 18 18 5 14 3 4 5 15
split_gain=8.68456 3.42435 2.58996 3.69919 2.22042 2.25725 1.8976 4.20793 3.06684 3.02663 2.9186 3.10584 4.23649 2.6656 2.64937 2.48517 6.03626 2.80059 2.87593 2.70497 4.78812 4.58037 4.55446 4.31739 4.85412 4.06613 5.05488 3.9222 3.84471 7.61851
threshold=92.38617519475001 159.58247398035004 18.273715221050001 103.33357670195001 50.314162856800003 5.1651206822000004 103.48681881535002 25.767562150000003 60.613977009100005 116.35915634395 14.651182102100002 46.683480308100009 22.584947186600004 120.14450539160002 55.917240655200011 22.744946812400002 93.980430866100008 135.71835115270002 12.920478434700001 241.71484286130001 22.624947093000003 22.674946976100003 13.820816557100002 15.504699510200002 24.279163357700003 287.36199315565005 93.394346993650018 277.43684800215004 19.925387549600003 31.504255087500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 -3 7 8 -7 -8 11 15 -13 -9 -11 16 19 -18 -19 21 23 28 -22 24 25 27 -27 -21 29 -10
right_child=1 2 -4 -5 -6 6 9 13 10 14 -12 12 -14 -15 -16 -17 17 18 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10187775677751537 -0.11305387624191354 -0.10351453386958953 0.090762424248102838 -0.09214507714991664 -0.075530433873646677 -0.09721157709936358 -0.1220157034235439 0.091268792459847106 0.014241446957920442 0.026367840445340116 0.051878616034192138 0.03305006334979825 -0.13037268220177597 -0.0010430169874164718 -0.10748344538662605 0.057497972662763908 -0.15628889612512833 0.051270343118908816 -0.12819350527502335 -0.035631091273281727 -0.001353023994782712 -0.091107768374305106 0.083659781113293086 0.012122508788238517 0.082929920606635399 -0.058704298288975068 -0.22290885445133043 0.049800351135143917 0.035726285574682957 -0.070554410021896052
leaf_weight=8.2226221188902837 2.5653331251814953 1.9418860273435701 3.3234532531350842 4.1187463058158746 3.5470586391165844 2.9881313210353246 2.987864729948341 9.1739235417917353 84.33161461725831 6.3805853845551592 12.524487392976878 2.6397499945014706 3.9748766338452697 4.7465750817209473 1.9248688938096163 8.4757663756608945 3.3030397798866025 1.9991387408226731 1.6137507250532506 27.84275331068784 16.856410305947069 4.0974856913089743 10.064517132937906 31.92133900988847 3.3799934387207022 19.589547045528892 2.0731409788131705 6.659271825104951 60.616311701014638 12.11799664236605
leaf_count=797 145 133 40 175 50 52 148 60 579 73 52 14 57 33 147 31 61 11 49 187 76 22 57 237 12 226 16 38 313 143
internal_value=-0.000268146 0.00206708 0.00289848 0.00206864 0.00318444 0.00399555 0.00460549 0.00598084 0.00361831 -0.0357039 0.0045776 0.00261306 -0.0651543 0.0597926 -0.00465348 0.00413287 0.00255394 -0.0897355 -0.0288898 0.00483713 -0.00663999 0.013268 0.0304294 -0.0175505 -0.0334579 -0.0404622 -0.0744188 -0.0191419 0.0159909 0.00358764
internal_weight=366.002 357.78 355.214 351.891 347.772 344.225 342.283 330.99 317.069 11.2933 314.081 301.557 6.61463 13.9205 8.30545 294.942 286.466 6.91593 3.61289 279.55 118.387 161.163 26.9209 91.466 59.5447 56.1647 21.6627 34.502 157.066 96.4496
internal_count=4034 3237 3092 3052 2877 2827 2694 2326 2233 368 2181 2129 71 93 220 2058 2027 121 60 1906 849 1057 133 716 479 467 242 225 1035 722
is_linear=0
shrinkage=0.1


Tree=36
num_leaves=31
num_cat=0
split_feature=13 17 9 9 10 9 2 3 7 13 13 17 9 4 7 3 19 6 5 16 16 19 19 3 0 15 0 6 6 6
split_gain=7.83046 3.05893 2.22903 3.89855 2.9298 2.9444 3.32317 3.18032 2.77533 2.53677 2.98123 2.35871 4.35671 5.67124 2.31642 3.94474 2.74839 2.26821 2.95154 6.05999 4.1783 3.41999 2.94388 5.47061 4.36448 2.9847 2.76025 2.72959 11.0244 4.66881
threshold=92.38617519475001 159.58247398035004 181.33671263215004 186.68586460755003 72.378669787950017 66.346857137250012 56.478612905150008 112.77544165605001 28.8637720374 117.74908919740001 117.70876232545002 193.46017548480003 63.789425898000005 228.57615118090004 19.716522186550005 103.00289635185001 14.451165964200003 10.715250360100002 13.812766882300002 14.224966735800002 10.384975715400001 12.250988447150002 11.750948102400001 80.215525238150022 102.03236296680001 18.738366799200005 102.31465107045001 13.78532209185 13.65531905435 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 5 11 -7 9 17 10 14 12 13 -3 15 -8 -16 -5 21 20 -20 -19 -21 24 -24 -25 -26 28 -27 -29
right_child=1 2 3 8 -6 6 7 -9 -10 -11 -12 -13 -14 -15 16 -17 -18 18 19 22 -22 -23 23 25 26 27 -28 29 -30 -31
leaf_value=-0.10169728825175889 -0.11204737325531047 0.041101202304743914 0.043345538370893832 -0.071829726945396896 -0.10638472346814726 0.1038962935966455 0.077137398902842103 0.15083979222768598 0.096625037282470405 -0.16415877064298801 0.12846198449729387 0.10881299290960247 0.074543202511986595 -0.13572417822761199 -0.12309769188247795 -0.086569847046969919 0.002038630240280186 0.076284503971131137 0.092800468959047269 0.09266468691291159 -0.12930077794947356 -0.039365223396041371 -0.12576239344372223 0.1103825416062563 0.09669488289861633 -0.045600039129188225 -0.074829760486519251 -0.031231530564806983 0.10089726125403889 0.0063522305268775394
leaf_weight=7.4526671217754474 2.3410026486963025 3.6885622851550561 24.961278900504112 4.1990893967449656 3.5697479555383316 1.5519554484635616 2.8814827408641621 0.76644470635801454 3.0757400523871175 1.970353784970938 0.94457256793975908 2.5980418948456636 5.1308329068124294 3.5686064977198839 6.2167378864251059 3.0089255929924548 2.445589940994978 10.278072616085408 1.0002952236682165 3.554213434457778 5.5280554881319404 3.4038557689636937 5.961528789252041 2.6058373153209677 1.8976916745305064 9.0739405583590287 1.8555752672255037 40.35772736184299 11.838998869061468 182.60084386728704
leaf_count=797 145 19 123 89 230 10 20 3 34 67 2 19 30 69 249 111 12 54 5 9 123 38 87 7 6 92 34 384 35 1131
internal_value=-0.000259557 0.00188279 0.00264366 0.00543825 -0.0201109 -0.0112539 -0.0365787 -0.0485349 0.00214399 -0.0572831 -0.0436947 0.0221825 0.00401412 -0.0458501 -0.0548689 -0.00648718 -0.0877686 0.00112131 0.00221551 -0.000111977 -0.0952697 0.0475126 0.00227968 0.00102574 -0.0725791 0.00392685 0.0118949 0.00278934 0.0373334 -0.000450805
internal_weight=360.328 352.876 350.535 312.193 38.3419 34.7721 19.7861 18.2341 287.231 17.4677 15.4973 14.986 12.388 7.25717 14.5527 5.89041 8.66233 284.156 279.957 266.275 6.52835 13.6819 259.746 256.192 9.7148 246.477 3.75327 243.872 20.9129 222.959
internal_count=4034 3237 3092 2251 841 611 474 464 2128 461 394 137 118 88 392 131 261 2094 2005 1913 128 92 1785 1776 127 1649 40 1642 127 1515
is_linear=0
shrinkage=0.1


Tree=37
num_leaves=31
num_cat=0
split_feature=13 17 6 9 17 3 9 9 4 15 15 19 19 3 10 2 6 10 15 5 10 9 4 7 16 19 10 10 5 6
split_gain=7.06125 2.73417 2.43197 2.09468 3.55087 3.06534 1.9785 6.165 3.81697 2.50796 2.41348 2.04447 4.32735 4.08289 4.80574 6.26253 3.40481 3.34418 7.79305 3.17426 2.74605 1.78524 1.72829 4.89632 4.71988 3.03658 3.05475 3.90856 3.76033 7.14184
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 233.77854820110002 241.79519611995002 76.172084209950015 223.29399794390005 219.96883426190004 273.85977434290004 35.098844929350008 50.314162856800003 11.850956171350001 11.450923895500003 81.105404879350019 72.752365468100024 82.82761181390002 11.755274660100001 76.279622535200005 21.178773360300003 14.121416629950001 74.916574263050009 217.73656073310005 244.52697497700004 22.545611589100002 22.674946976100003 14.651182102100002 75.408562100950022 71.246828915000023 20.016397659050003 15.365359009150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 7 10 -8 -9 11 12 16 14 -13 -16 -7 18 20 -18 -15 -17 -20 -24 25 26 27 28 -25 -30
right_child=1 2 3 -5 -6 6 8 9 -10 -11 -12 13 -14 17 15 21 19 -19 22 -21 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10153433793878724 -0.11110252268958309 -0.10384388662980762 -0.10562615518706518 -0.087758169110689302 0.11282551556915948 -0.10776241914293126 -0.029984606787026365 -0.14263525564178123 0.09164760901244963 -0.018092792680045554 -0.08931682027179641 0.093410266053964131 0.077764924641868807 -0.10130425760008731 0.033156568335654224 -0.12526135336667843 0.068293047516626904 0.073898199899143091 0.01228914725637165 -0.073170326780985118 -0.32735777249346237 0.0026372970817014484 -0.086675286627085041 0.038872666702650896 0.062699030119422239 0.066497433270204021 0.089855773885381948 -0.10437102987971809 -0.12364135222164573 -0.0085476107750262296
leaf_weight=6.7537236716598263 2.1353268092498174 2.1410143841058007 2.5882478402927509 2.5206269901245824 2.9580176919698706 2.7385745001956838 4.1613945653662068 4.0199094135314217 6.7892634160816669 2.7048886436969042 2.735049456357955 2.1762570310384062 11.187542570754884 2.8635661234147842 4.4306947402656069 8.841207303106783 4.9562605544924736 7.0197610184550276 164.25218953797594 2.3327521849423647 0.66153094545006741 1.2450345568358887 6.73646610463038 13.094510560855268 11.143353140912948 5.3289131522178641 2.8653846234083167 4.628907121717929 6.0126685681752852 52.18446243647486
leaf_count=797 145 178 128 32 25 86 27 43 40 23 46 7 75 100 31 139 18 27 1195 80 6 15 122 58 78 21 9 67 101 315
internal_value=-0.000262466 0.00170603 0.0024036 0.00306646 0.0037385 0.00278297 0.00362027 0.00220801 0.0454258 -0.092541 0.00421525 0.00502814 0.0350068 0.00286107 -0.0451673 -0.0659417 -0.0126975 0.00575765 0.00398455 0.0230196 -0.143726 -0.109474 0.00594024 -0.00428404 0.0015425 -0.00655939 -0.0115008 -0.0153262 -0.00954457 -0.0204386
internal_weight=354.207 347.454 345.318 343.177 340.657 337.699 335.111 324.16 10.9507 6.7248 317.435 314.7 21.2151 293.485 16.6932 14.5169 10.0276 276.792 269.772 7.28901 3.5251 10.0862 266.247 101.995 95.2582 84.1148 78.7859 75.9205 71.2916 58.1971
internal_count=4034 3237 3092 2914 2882 2857 2729 2662 67 66 2596 2550 259 2291 192 185 184 2099 2072 98 106 154 1966 771 649 571 550 541 474 416
is_linear=0
shrinkage=0.1


Tree=38
num_leaves=31
num_cat=0
split_feature=13 9 9 0 6 15 13 3 10 9 2 3 13 13 17 5 15 7 0 0 10 16 16 17 10 10 18 7 0 18
split_gain=6.3694 2.21949 2.91294 2.45212 5.06235 3.16037 2.42787 5.67468 2.40094 2.83924 2.9934 2.53846 2.18391 2.66134 2.07953 2.47805 4.65777 2.02387 2.09206 4.58923 2.17181 6.33046 4.85833 3.84045 3.83936 3.96391 3.46748 7.74113 4.31206 3.40226
threshold=92.38617519475001 181.33671263215004 186.68586460755003 85.732241321850012 16.555386813950005 35.098844929350008 121.87049551135001 94.421337999450017 72.378669787950017 66.346857137250012 56.478612905150008 112.77544165605001 117.74908919740001 117.70876232545002 192.94032447935004 21.566902724800006 36.124429763000009 28.8637720374 85.812895065800021 85.861287312150012 64.407391431150018 22.494947397000004 20.959950986500004 214.03087950770001 62.837331883000012 62.041548276350007 13.314799198000001 23.478650568600006 86.756543869550015 14.053554955550002
decision_type=2 2 2 2 2 2 2 2 2 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 14 4 -4 -6 7 -7 9 -2 -11 12 13 -12 15 16 -3 18 -5 -20 21 -21 23 -22 25 29 -27 -28 -29 -23
right_child=1 2 3 17 5 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 -18 -19 19 20 22 24 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.10138718231139413 0.019836532148340785 0.050211726484690203 -0.12511276558914272 0.048279089137125863 -0.11984771334871791 0.064199571304509956 0.08950769537725102 -0.079081422288841505 -0.10576905377665968 0.10137230760464236 -0.055123960117425423 0.12678476083482157 -0.16084234038015877 0.12486985010337591 0.088901228450407127 0.055759413205458297 -0.095673269323543919 0.086329124355089479 -0.1500783034701704 0.06793164477090409 0.002987521855056846 0.026198189049362716 -0.098742271752131183 -0.061181968241414246 0.083391562747445303 0.02371401206833362 -0.17707546626893517 -0.12783967344304301 -0.0029311005419000152 -0.069358181682716943
leaf_weight=6.1194402584806076 14.453574418090282 4.7146827280521446 4.5256843725219396 9.8863341808319074 2.1066826991736916 5.3017660547047836 3.108595333993434 5.7751328395679593 3.0987355816178015 1.4203645866364265 14.863910908345137 0.78357154689729114 1.8213646155782033 0.86951178312301713 5.9470506124198428 9.7104802653193456 4.0846356600522995 2.9604693092405787 1.9848542287945736 17.900027960538864 132.79197655338794 37.122869379818439 5.3317176140844813 10.031162044033406 5.4068263098597518 8.7098188549280149 3.9898969270288971 3.3317802920937565 16.211195275187492 4.1417565383017054
leaf_count=797 142 23 112 38 50 22 12 66 235 10 503 6 68 2 37 42 24 34 15 109 1101 158 32 138 41 39 28 25 90 35
internal_value=-0.000264922 0.00154243 0.00435811 0.00147338 -0.0315495 -0.00555926 0.0114137 -0.0105025 -0.0214801 -0.0138458 -0.0384845 -0.0493168 -0.0571772 -0.0451766 0.0374575 0.0209291 -0.017508 0.00411951 0.00317192 0.00136614 0.00259322 0.014241 -0.00501822 -0.00151941 0.0020624 -0.00391976 -0.0301904 -0.0501411 -0.0242261 0.0166071
internal_weight=348.506 342.386 305.075 280.619 20.8179 16.2922 14.1855 11.0769 37.311 34.2123 19.7587 18.3384 17.5548 15.7334 24.4568 18.5098 8.79932 259.801 256.84 246.954 244.969 96.8142 148.155 142.823 78.9141 73.5073 32.2427 23.5329 19.543 41.2646
internal_count=4034 3237 2271 2145 262 150 100 88 966 731 589 579 573 505 126 89 47 1883 1849 1811 1796 525 1271 1239 416 375 182 143 115 193
is_linear=0
shrinkage=0.1


Tree=39
num_leaves=31
num_cat=0
split_feature=13 17 6 9 17 0 18 16 19 3 10 2 8 10 15 9 8 14 17 13 8 16 10 16 13 15 9 9 16 16
split_gain=5.75081 2.37883 2.04056 1.80162 2.77064 2.20455 2.0181 5.0267 1.86557 2.31077 3.69026 4.78431 4.00314 2.47456 6.06999 2.31698 3.59611 7.50065 2.87641 2.84245 2.34081 3.10713 3.17442 2.66942 3.59271 3.88388 3.84335 3.94824 3.64912 3.51926
threshold=92.38617519475001 159.58247398035004 5.1651206822000004 233.77854820110002 241.79519611995002 102.70985441565001 17.323446153950005 12.604970524100002 11.850956171350001 81.105404879350019 72.752365468100024 82.82761181390002 8.543332867800002 76.279622535200005 21.178773360300003 226.28914430085004 8.8430989333000021 168.39662374755002 181.44667750215004 113.97180552410002 8.7431769115000026 15.089964713100001 75.408562100950022 22.744946812400002 117.61735474900001 46.683480308100009 195.10791980860003 187.11236276785004 22.534947303500005 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 -2 -3 4 5 6 7 -4 -9 10 -10 -12 -13 14 -11 16 20 -18 -19 -20 21 -16 23 24 25 -23 27 29 -27 -26
right_child=1 2 3 -5 -6 -7 -8 8 9 13 11 12 -14 -15 15 -17 17 18 19 -21 -22 22 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-0.10125425545389835 -0.11053769366184039 -0.10336868815960205 -0.11218570646029812 -0.083225381594633718 0.10219487756328707 -0.066832691353646945 0.060397774865133307 0.039901572485173009 0.086682607376688606 -0.13571303418681843 0.030870416090698623 -0.12463683485193824 0.063509465790808031 0.062868920348035262 -0.11029995441784582 0.077325209506840686 0.033643242546217117 -0.014523389147127761 -0.010260580031816574 -0.15714264444184703 0.049569643672901391 0.0085348788915104758 0.079629734993728565 0.053733401339421796 0.014997796083273288 0.0490912926139059 0.0090338761984122187 -0.12684621165216034 -0.12386289448970358 -0.11673785954545345
leaf_weight=5.5439978754147878 1.8870358713902522 1.82605406269431 3.7900968249887219 2.4264145484194151 2.8065568991005412 4.534164960961788 6.0913607552647582 13.597025762312112 2.1278102025389662 3.1372832050546995 4.3562443256378165 7.6541721075773221 1.3269034661352632 6.982943393290042 2.3518890440464011 4.2628527507185927 8.2733042426407355 3.3440063316374999 1.6804248094558714 6.1006374284625053 11.869217373430727 187.43521259305999 5.596386916935443 10.083633296191691 6.7319745630957204 1.7182373404502858 12.689941724762319 6.2288310872390857 4.2062174323946238 2.9021013006567955
leaf_count=797 145 178 167 32 25 162 31 98 7 89 29 134 10 31 18 22 56 29 12 69 63 1463 18 42 96 6 63 48 74 20
internal_value=-0.000231268 0.00142565 0.00205421 0.00263006 0.00325776 0.00241396 0.00338141 0.00229078 0.00366967 0.0020333 -0.0356155 -0.0551267 -0.0968393 0.004072 0.00259835 0.00417353 0.00302375 -0.0384639 -0.0920874 -0.125421 0.00621974 0.00407537 0.00520755 0.00341228 0.00112571 0.00601518 -0.0319858 -0.0648005 -0.0737019 -0.0246853
internal_weight=343.563 338.019 336.132 334.306 331.879 329.073 324.539 318.447 314.657 301.06 15.4651 13.3373 8.98108 285.595 278.612 275.475 271.212 19.3984 11.1251 7.78106 251.814 239.944 237.593 231.996 221.913 193.36 28.5528 15.8629 5.92445 9.63408
internal_count=4034 3237 3092 2914 2882 2857 2695 2664 2497 2399 180 173 144 2219 2188 2099 2077 166 110 81 1911 1848 1830 1812 1770 1543 227 164 80 116
is_linear=0
shrinkage=0.1


Tree=40
num_leaves=31
num_cat=0
split_feature=13 3 13 7 9 9 15 10 12 7 12 13 0 9 9 8 7 0 0 0 16 5 3 19 19 15 7 5 16 5
split_gain=5.18952 1.72801 2.96219 2.44502 3.42447 3.45397 3.46923 3.40489 3.97198 4.24264 2.24332 2.21024 1.70284 1.65058 2.45453 3.28702 2.75247 3.53373 4.07127 2.07488 4.2856 2.16928 3.45491 1.77707 1.67053 10.8069 4.34095 4.20452 2.71108 5.73631
threshold=92.38617519475001 108.47659710545001 120.87576600310001 19.078733418100004 179.18874144770004 177.77223095870002 32.393814985100008 64.730006406800015 167.80616279730003 22.671301016600001 150.73104262400003 105.54617774330002 96.959242474650011 186.68586460755003 186.14781787895004 8.3434888241000014 22.381996090050006 85.877418060900013 86.420486603250012 85.732241321850012 22.664946999500003 29.996566321350006 94.972471916200007 14.651182102100002 12.651020723000002 23.908355817750003 23.779256055650006 13.154029769200003 15.089964713100001 15.904541771600002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 9 10 11 12 -9 14 15 16 -6 -18 -19 20 -15 22 -22 24 26 -26 -21 -28 29 -29
right_child=1 2 -4 4 13 -7 -8 8 -10 -11 -12 -13 -14 19 -16 -17 17 18 -20 23 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.10113415850841588 0.060756309559493321 -0.11018718827792749 0.10571830208567655 -0.12436539537502465 -0.065183138236229982 -0.18006143861444013 0.075544648092645161 -0.13422103449908637 -0.11493074730936476 -0.1439964882704908 0.098793753511276769 0.10547853097101922 0.051907631870341864 -0.11708051962399929 0.092963738368092547 0.092833927623781121 0.077674945573158627 -0.11513777224373961 0.030400948127606933 0.17078801050585232 0.020196583898722385 0.060252033461793954 -0.09211563191931707 0.045942926123894029 -0.10326146816124543 0.003233890388023004 0.093370552821751121 0.0036188230179642908 0.033049160558537516 -0.12323326406604085
leaf_weight=5.0220707566477349 6.947216533124446 3.0542999096214767 0.8023977456614374 4.0418032924644711 5.3369159288704493 1.6016759956255544 2.800357684493064 1.4429960725828994 3.0936103719286612 1.3694631056860087 3.9373408826068044 1.0534153124317525 0.74544751783832897 4.4112914027646211 4.6337758079171172 4.2768185958266249 5.9654732607305041 3.0476353168487531 5.2043992355465889 1.8110285699367512 6.5047303270548564 3.8065945804119101 4.7310392474755645 9.4860268607735616 10.033293665386735 189.53346658684313 5.6465828730724743 18.299795713275675 15.595320373773573 4.4272532891482106
leaf_count=797 65 172 14 298 35 14 15 54 202 64 24 8 8 134 30 14 22 18 35 3 41 16 71 40 139 1287 67 211 87 49
internal_value=-0.000237223 0.00128151 -0.0652674 0.00205977 0.000796665 -0.0391886 -0.0269819 -0.0452878 -0.0178348 0.0173025 0.048071 -0.0135334 -0.0708202 0.00344949 0.0263699 0.0134213 -0.00394736 0.0190391 -0.0233493 0.00107085 -0.0304082 -0.00499086 -0.0270947 0.00347393 0.00183192 -0.0021202 0.0190602 0.0128108 0.000940732 -0.0210921
internal_weight=338.664 333.641 3.8567 329.785 322.838 20.0861 18.4844 15.6841 11.6423 8.54866 7.1792 3.24186 2.18844 302.751 28.465 23.8312 19.5544 14.2175 8.25203 274.286 19.4537 15.0424 11.2358 254.833 245.347 199.567 45.78 43.969 38.3224 22.727
internal_count=4034 3237 186 3051 2986 687 673 658 360 158 94 70 62 2299 154 124 110 75 53 2145 262 128 112 1883 1843 1426 417 414 347 260
is_linear=0
shrinkage=0.1


Tree=41
num_leaves=31
num_cat=0
split_feature=13 17 15 9 15 15 15 19 15 19 17 9 6 6 13 0 0 3 4 6 3 0 13 5 5 16 16 14 14 17
split_gain=4.68453 2.02312 1.59111 1.55892 2.59277 1.48321 1.92982 2.74108 1.9184 2.99399 4.50946 3.76602 2.96591 4.57688 3.72059 3.39371 6.31697 5.75477 3.01243 4.20372 3.95123 4.75628 2.88321 3.06583 5.38222 6.32268 9.01936 3.64219 3.07978 3.6555
threshold=92.38617519475001 159.58247398035004 50.314162856800003 38.295222230400007 21.178773360300003 49.946010968500012 46.683480308100009 14.251149826300002 42.841315546000011 14.351157895250003 186.38090997870003 199.17419511990002 16.455384477450004 16.425383776450001 117.56896250265002 89.168090812600013 87.278104746850019 92.703413254150021 168.01744813895002 16.665389384150004 95.582751911850025 78.626646483100004 117.66037007905001 21.850554661550003 20.971847224900007 22.614947116400003 20.784951395750003 300.92746350285006 332.05400081050004 236.15709471040003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 12 10 -10 -12 13 22 -15 16 17 -14 -19 -20 -21 -22 23 24 28 26 27 -26 29 -5
right_child=1 2 -4 5 -6 -7 7 -9 9 -11 11 -13 15 14 -16 -17 -18 18 19 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10102562504883278 -0.1101831178214451 0.077510479356816597 -0.07073200424029201 0.0049342882706341351 -0.12583550771469654 0.082305574039610335 0.038494292870843855 -0.095518609367538587 0.079710734724302235 0.049359165082500323 -0.14294202938459727 0.002571590899560819 -0.15487844612596291 0.082899957758359483 -0.01880973347711036 -0.13120317508459728 0.081535209656168561 0.021002584518479001 -0.012597052476405591 -0.1927128194043731 -0.11880266329736458 0.052246739395889336 -0.098980700799676649 0.038147726730828266 -0.3851633864674579 -0.18431702015080931 0.034459209697898417 -0.11208988782350643 -0.056197556002889393 0.10047494392303863
leaf_weight=4.5487909051589659 1.6240361756645132 0.87442804221063797 3.0044813221320501 142.63666174048558 2.2163078086450696 2.3443584162741891 2.3070752443745723 4.509634081274271 3.36045707203448 20.608449655584991 3.1372580919414759 4.1068690959364176 3.1181126460432997 13.126643936615439 4.9538698121905318 2.5018094405531874 6.4479816257953635 16.313003992196172 32.239796395413578 2.6289524845778924 3.9306194661185145 2.7721541901119053 2.7641054391860953 22.9715860420838 0.68332360731437658 3.225259341299533 7.0882957205176353 1.7125233700498936 7.9737470285035661 4.1203939951956263
leaf_count=797 145 29 50 1264 101 10 13 63 16 117 36 22 37 101 26 22 26 136 240 29 222 41 19 184 24 27 33 43 133 28
internal_value=-0.000238252 0.00115397 0.00170577 0.0023761 -0.0683051 0.00305542 0.00247344 -0.0501627 0.0036219 0.0271424 -0.0160327 -0.0604469 0.00101123 0.00692087 0.0550326 -0.0168359 -0.0125939 -0.0225434 -0.0154148 -0.0297052 -0.0888115 -0.0480595 0.0024178 0.00388975 -0.000810195 -0.0633673 -0.0222361 -0.189974 0.00432817 0.00761672
internal_weight=333.851 329.302 327.678 324.674 3.09074 321.583 319.239 6.81671 312.422 31.213 10.6046 7.24413 281.209 211.256 18.0805 69.9524 67.4506 61.0026 57.8845 41.5715 9.33173 6.70277 193.176 190.412 167.44 12.7094 9.48414 2.39585 154.731 146.757
internal_count=4034 3237 3092 3042 130 2912 2902 76 2826 191 74 58 2635 1882 127 753 731 705 668 532 292 263 1755 1736 1552 127 100 67 1425 1292
is_linear=0
shrinkage=0.1


Tree=42
num_leaves=31
num_cat=0
split_feature=0 7 13 15 16 19 3 15 13 2 16 8 9 18 7 10 18 15 10 9 3 10 8 9 2 9 3 0 17 16
split_gain=4.26382 2.3738 2.93312 1.65104 4.16953 2.14211 3.09812 3.14138 3.99374 2.70287 3.10608 3.98065 2.19298 1.96945 2.88292 1.63889 6.08104 4.82196 2.29939 2.1421 1.94474 7.68411 4.29345 3.35518 4.7523 3.68599 3.14906 6.64527 5.78392 3.14393
threshold=107.57327517365 28.8637720374 95.862351557400004 13.699258176050002 12.604970524100002 11.850956171350001 81.105404879350019 23.292710050100002 98.55080968785002 81.787075821300007 17.684958644900004 8.543332867800002 210.14471305145003 16.049140492450004 25.016749795550002 76.279622535200005 16.119790806350004 21.761438576950002 75.634392583900009 38.295222230400007 83.538459487450012 71.096275259700022 7.943800736700001 207.04102956050002 63.19085977000001 214.31567825310003 84.812788641250009 94.165934477050016 186.26099832155003 19.199955102150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 12 7 8 -7 -9 11 -11 13 14 -6 17 -17 18 -8 -19 23 26 -23 -21 -25 -26 -22 29 -29 -28
right_child=-2 -3 3 4 5 6 15 9 -10 10 -12 -13 -14 -15 -16 16 -18 19 -20 20 21 22 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.1062353462314037 -0.10260421004020351 0.099269352569174407 0.082201219739730297 -0.11209666225288212 0.05440299770982783 0.02188738676406125 -0.063845662904498696 0.096683290034019195 -0.12452633287392474 -0.11293760688210736 0.048995919197991775 0.10150041697357054 -0.03848494555558811 0.1035730620020877 -0.099904606938840665 -0.13003804556295331 0.097295243359887901 -0.14041375105506826 -0.23932303228151142 0.053208831623095622 0.075251315073270097 0.031226580448864151 -0.12002977319974346 0.10490804497057844 -0.10896921609599702 0.013312071499976767 0.041136155512483702 0.080216063608317276 -0.16145417731850731 0.0011348192686609162
leaf_weight=2.5635852715931824 4.0177054479718199 2.4420238821767262 2.4941036175005129 3.2539528249762943 6.017531775403766 2.6283078072592634 4.1427723029628387 2.2019126610830417 6.3983054482378066 4.5700940834358317 3.3731866064481437 1.0679574385285375 3.0505232959985724 5.1549257654696703 1.5157332792878149 1.4868409154005338 5.6403362872079015 1.0356519669294346 0.91093865409493435 19.188290675170723 6.1061248239129773 2.4664726341143233 7.8473070897161961 2.6766369342803946 4.7353196777403337 5.1418017707765102 21.911598640028387 1.2890096083283413 4.2737907525151968 190.21646844130009
leaf_count=310 649 34 20 156 79 35 169 12 125 116 21 8 16 18 12 84 23 16 7 75 38 38 184 8 38 29 350 4 69 1291
internal_value=-0.000216215 0.00104641 0.000304625 0.00115602 0.000520978 0.00168414 -0.000206708 -0.037985 -0.0818946 -0.00263769 -0.026907 -0.0723188 0.0376432 0.0559461 0.0233555 0.0025332 0.04987 0.00129258 -0.0954757 0.00312495 0.00368411 0.000534794 -0.0838578 0.0269117 -0.0132833 -0.0453124 0.00442406 0.00243739 -0.105454 0.00526673
internal_weight=329.819 325.802 323.359 320.796 318.302 315.048 299.309 20.2398 9.02661 11.2132 9.01124 5.63805 15.7387 12.6882 7.53327 279.069 7.12718 271.942 5.05371 266.888 265.853 234.111 10.3138 31.742 12.5538 9.87712 223.797 217.691 5.5628 212.128
internal_count=4034 3385 3351 3041 3021 2865 2740 317 160 157 145 124 125 109 91 2423 107 2316 176 2140 2124 1974 222 150 75 67 1752 1714 73 1641
is_linear=0
shrinkage=0.1


Tree=43
num_leaves=31
num_cat=0
split_feature=0 7 13 16 16 19 16 2 18 10 19 6 18 9 15 10 16 0 3 10 8 0 3 9 17 6 16 17 10 3
split_gain=3.84417 1.99412 2.63981 1.64805 3.73127 1.8934 3.07931 4.2701 4.50433 2.46127 2.00564 4.02744 3.17538 2.89988 2.38377 2.17968 5.40337 5.07072 2.7233 5.27034 4.20634 2.39716 8.7241 3.48216 2.29671 2.22416 2.51946 8.27783 4.64765 2.1363
threshold=107.57327517365 28.8637720374 95.862351557400004 9.8549769548000015 12.604970524100002 11.850956171350001 15.089964713100001 80.683647763550013 16.345897915850003 78.236820054150016 12.551012654050002 13.125306670700002 15.625782642300001 201.7576686733 21.761438576950002 72.752365468100024 15.584963555600002 99.994511703900017 83.538459487450012 71.096275259700022 7.943800736700001 94.625660817400004 85.401560971850017 204.02774515060003 212.37354083175003 13.315311110100001 19.199955102150003 172.24349499320002 69.999384342500022 87.162501047250018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -5 -6 7 -7 -9 10 11 -8 13 14 -13 18 -17 -18 -12 21 -21 22 -20 -23 25 -24 27 29 -28 -27
right_child=-2 -3 3 4 5 6 9 8 -10 -11 15 12 -14 -15 -16 16 17 -19 19 20 -22 23 24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.10585878515947172 -0.10237310214294155 0.092415069177573625 0.090116703454898667 -0.11114037401465018 0.03549260463753208 0.058389339799927359 -0.11276154517472675 -0.15573481469535094 -0.016250443581800951 -0.080630348839764859 0.042109733791833921 -0.059031274727596311 0.14692338235775568 -0.065051145280888664 0.097876453784661491 0.027254364339693717 -0.13014617230759376 0.016556771872332617 -0.16008726463200246 0.04202681634980121 -0.11657092154767451 0.12031554829201521 -0.074220189525825306 -0.021581811895084943 0.066005956695989035 0.10757210494873928 0.0023722080474343297 0.066625207278063911 -0.12111496858350301 -0.14076079707636177
leaf_weight=2.3274636892601839 3.6431603184901169 2.3650159887038162 2.0630600750446311 2.9683458395302287 15.575687781907616 2.8065746054053298 1.5015547927469004 4.4016746124252659 4.8839858286082745 3.5745163513347498 17.02645724825561 1.2147805034182946 3.1499156430363646 2.3505540397018194 4.7703715367242694 8.5711497711017746 6.8720842634793353 3.5853116842918098 3.2792370598763219 2.2552858609706146 6.4690986014902592 4.12460684031248 3.7086677374318233 2.9781285040080547 5.8605915941297999 0.39575573801994623 180.12808643886819 16.40456545446068 3.1002792194485655 2.7783619523979723
leaf_count=310 649 34 14 156 126 31 47 117 37 111 79 61 9 17 42 37 158 43 57 27 171 11 38 37 42 2 1212 153 24 182
internal_value=-0.000228486 0.000929024 0.000251029 0.0010306 0.000446648 0.00150907 -0.000278004 -0.0497002 -0.0823701 0.00182557 0.00287625 0.0412537 0.0613887 0.0290666 0.0660296 0.00101328 -0.0316058 -0.0798492 0.00351095 0.000671856 -0.0755728 0.003658 0.00177537 0.060819 0.00427464 0.0025228 0.00392618 0.0380233 0.000282768 -0.109798
internal_weight=325.134 321.491 319.126 316.799 314.736 311.767 296.192 12.0922 9.28566 284.099 280.525 12.9872 11.4856 8.33571 5.98515 267.538 19.0285 10.4574 248.509 231.483 8.72438 222.758 215.656 7.10274 212.376 206.516 202.807 19.5787 183.228 3.17412
internal_count=4034 3385 3351 3041 3027 2871 2745 185 154 2560 2449 176 129 120 103 2273 238 201 2035 1956 198 1758 1710 48 1653 1611 1573 337 1236 184
is_linear=0
shrinkage=0.1


Tree=44
num_leaves=31
num_cat=0
split_feature=16 19 8 15 19 16 15 16 7 10 15 0 13 17 17 2 6 6 17 3 16 9 10 2 6 0 7 4 13 16
split_gain=3.55057 2.58316 2.4675 3.7688 2.55919 1.87781 4.1807 2.96831 3.09008 5.85328 2.86867 2.76989 3.43088 2.37033 4.42679 2.63485 2.44256 4.47397 3.95528 4.79622 6.65561 3.97708 3.77243 3.29137 3.02406 3.31123 2.79473 2.72621 2.30383 2.20471
threshold=13.564968279200002 11.850956171350001 7.6440346712000009 18.019770707250004 10.850875481800001 18.684956306450005 34.040719645900005 18.754956142750004 25.297859295400006 70.123053416500014 27.689912074550005 81.446839061900008 109.72404167800001 236.15709471040003 215.04253427745002 207.18514273665002 13.65531905435 13.78532209185 182.63036160245002 85.63276837105002 18.404956961200003 206.36238950785003 76.830756451950009 106.79778736115001 11.630271739450002 102.03236296680001 22.356277907050004 286.86996866160007 109.4229343674 17.574958902100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 11 -7 9 -9 -11 -3 13 14 16 -15 24 -18 -19 20 21 23 -23 -20 26 -26 -13 -28 -22 -17
right_child=1 5 3 -5 -6 7 -8 8 -10 10 -12 12 -14 15 -16 29 17 18 19 -21 28 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10563600861890479 0.048359968960685618 -0.10629930718825187 0.05309176744786135 -0.13174821159916658 -0.12192578058514042 0.076049452918624735 -0.12936798244628242 0.0029697781427723115 0.045265535272116492 0.028542634895710874 -0.11768836650970926 -0.11556503909170096 0.083872371434845508 0.1165886508455341 -0.1196007303745979 -0.1303546880569173 0.081705636804488863 0.044521842157583431 -0.040559862532432628 0.10329246233099301 -0.12024922476928122 -0.13287614567033304 0.013971664327089456 0.076321533221390764 -0.11901287584185807 0.044001694935162913 0.054299280713674458 -0.11486722543917245 -0.30765833421899164 0.076861890017147008
leaf_weight=5.0874828619416794 11.537289265543221 2.7960978536866596 4.9814131762832385 2.1079357545822859 1.0038511296734212 5.6944694537669411 2.9906977564096442 190.5248460599687 15.934474574401973 1.7214843183755864 6.0782828368246555 1.7069714381359533 4.1067974381148806 2.9392592404037705 3.8491541440598658 1.0704977130517366 6.3338464275002471 9.5571576696820539 4.3304687589407056 2.3787247790023676 3.9012418109923592 4.3111525792628518 2.9440127424895763 5.4306207466870546 6.2308999123051754 1.5575254298746584 5.9128815303556621 1.1356057561933992 0.78852927684783924 0.98673480562865723
leaf_count=826 147 283 100 59 60 39 90 1294 79 9 97 52 18 12 112 26 22 109 23 13 110 40 16 23 126 30 108 88 6 17
internal_value=-0.00024311 0.00194061 -0.0510642 -0.0167598 0.0237377 0.000126486 -0.0135082 0.00479171 0.00289785 -0.000506195 -0.0854138 -0.00871355 -0.00478594 -0.0103562 -0.0158346 0.0558356 -0.00876786 0.0046056 -0.00991022 -0.0315096 -0.0462823 -0.0172122 -0.073288 0.0244676 -0.0410828 -0.0864133 -0.000758942 0.0270443 -0.15176 -0.0309649
internal_weight=319.93 306.75 13.1807 8.0932 5.98526 295.212 75.2589 219.954 214.259 198.325 7.79977 72.2682 69.4721 65.3653 60.3688 4.99649 56.5196 39.9758 33.6419 24.0848 21.706 17.0163 7.25517 9.76109 16.5439 7.78843 8.75546 7.04849 4.68977 2.05723
internal_count=4034 2989 1045 219 160 2842 1324 1518 1479 1400 106 1234 951 933 878 55 766 362 340 231 218 102 56 46 404 156 248 196 116 43
is_linear=0
shrinkage=0.1


Tree=45
num_leaves=31
num_cat=0
split_feature=0 16 15 8 19 9 7 16 10 13 0 17 15 9 9 16 18 16 10 19 5 5 10 4 12 4 4 0 2 4
split_gain=3.18789 1.53377 2.91718 2.60621 2.16724 1.88109 1.69947 2.56944 2.65769 2.56362 2.57442 1.79229 1.56541 1.35813 4.29308 2.56099 5.3126 2.16954 2.25916 4.53787 3.32133 2.70562 2.36601 1.74258 1.63939 3.85257 2.53461 2.80644 3.72235 3.75745
threshold=107.57327517365 13.564968279200002 18.019770707250004 7.6440346712000009 11.850956171350001 211.30488836970002 28.8637720374 14.594965870600001 78.37393141885002 101.53768667075001 98.674478761850011 194.73806315685002 18.885173188250004 223.29399794390005 219.59809404590001 15.404963976500001 14.829319678250002 15.584963555600002 73.037342029850024 12.551012654050002 13.8160216159 13.524641568350001 72.289950669650025 286.86996866160007 90.84682862195001 137.02556730370003 158.33173836080002 86.329079026800017 74.580378076100018 168.01744813895002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 12 10 -6 -12 -9 14 15 16 -14 -17 22 -20 21 -21 24 -15 25 -19 -26 28 -28 -30
right_child=-2 4 -4 -5 6 -7 -8 8 -10 -11 11 -13 13 23 -16 17 -18 18 19 20 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.10323715914075147 -0.10206945937154642 0.063006638479320129 -0.12757122232326973 0.030252227089205077 0.11990519126134623 -0.04798085927813743 0.089330670882505972 0.077858605875246942 -0.082578414096557418 -0.1612936773738684 0.052858933104581542 -0.12392599819149563 0.027462320808786772 -0.015840428494302537 -0.086260965603430675 0.04966218301217256 -0.13834403127542588 0.038708505481602942 0.10196183807371749 -0.11584088620354219 -0.12452157120189622 0.10454539131202754 0.066955715487454298 0.075550876350212015 0.07571836166727007 -0.06322518206036272 -0.11982726224825224 0.011703704487793268 0.066351652669896496 -0.014777552503931242
leaf_weight=1.997917840955777 3.0456450218334785 9.4429164906032366 2.6556347939185798 5.4582826271653175 0.98321354459039811 1.8216753266751755 2.1308223865926257 2.7043591421097508 3.7522076379973432 1.914366000331938 0.83034622669220004 1.8538118333090094 3.899288692045956 3.4090491775423271 5.6305579412728539 9.8782678507268411 3.831057455856353 5.6449305396527079 1.6784447224345038 0.91112232720479402 5.186020677909255 1.433467876166105 5.7792850791010997 5.3770897723734379 4.8854667060077182 10.804679775610564 3.0948718860745421 131.46029326319695 6.240513260010629 66.990184823051095
leaf_count=250 649 127 125 68 7 9 21 31 118 57 17 63 27 25 60 40 36 43 27 72 103 4 31 35 34 116 23 958 59 799
internal_value=-0.000257103 0.000737777 -0.0375715 -0.00551677 0.00202232 0.0450581 0.000352411 -0.000305516 0.00102157 -0.0674928 -0.0185288 -0.0692375 0.00214653 0.00140504 0.000133669 0.00199235 -0.0547091 0.00371811 0.00185891 -0.0467276 -0.0798679 0.0189019 0.0037637 0.0400908 0.00216976 -0.0282451 0.00452228 0.00284832 -0.0124039 -0.00786395
internal_weight=314.726 311.68 10.1118 7.4562 301.568 11.2646 290.304 288.173 282.591 5.58174 3.66737 2.68416 278.839 276.135 267.348 261.718 7.73035 253.988 244.109 9.20906 7.53061 2.34459 234.9 8.78614 229.121 16.4496 212.671 207.786 76.3256 73.2307
internal_count=4034 3385 443 318 2942 136 2806 2785 2641 144 87 80 2523 2492 2432 2372 63 2309 2269 206 179 76 2063 60 2032 159 1873 1839 881 858
is_linear=0
shrinkage=0.1


Tree=46
num_leaves=31
num_cat=0
split_feature=6 17 9 17 3 15 10 19 3 9 4 8 9 2 8 0 7 17 13 15 15 0 3 18 0 18 16 10 9 2
split_gain=2.91513 1.86496 1.59067 1.36465 2.5499 1.3546 1.55552 1.39307 1.80226 2.00995 1.55105 2.04999 3.64682 3.31162 2.51897 1.97317 5.13821 1.58693 1.48793 3.35264 5.28512 4.47277 3.87074 2.45178 6.06828 4.64227 3.60119 2.951 2.60242 3.51463
threshold=5.1651206822000004 159.58247398035004 233.77854820110002 241.79519611995002 76.172084209950015 50.314162856800003 61.901748453550006 14.651182102100002 93.14163192940002 195.30595290385003 137.02556730370003 8.8430989333000021 226.28914430085004 151.26092141510003 8.7431769115000026 87.48511602295001 22.477322886550002 177.64087306825002 117.61735474900001 41.195083317300011 38.992510055900006 86.20003303655001 93.794927255050013 13.552878921100001 86.329079026800017 13.531614672700002 22.664946999500003 62.020040611300011 194.82237869650001 306.37214232930006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 10 -9 -10 -6 14 13 15 18 16 17 -13 23 20 -20 22 -21 25 27 28 -26 -25 29 -12
right_child=1 2 -4 -5 5 6 -8 8 9 -11 11 12 -14 -15 -16 -17 -18 -19 19 21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.10133086405066508 -0.10738083365002121 -0.10330081695473481 -0.086235952455079201 0.076687347029672115 0.053241710379156898 0.030455958736239481 -0.12072893369948819 0.078223196747929657 0.068757966023937064 -0.035716004473198316 0.024272952567484664 -0.053981717214974724 0.080292458545676765 -0.16870271719108551 0.048675521383890114 0.030034539375269717 -0.17029316864831834 0.075967373609218541 -0.020749595379817954 -0.10895262656063781 -0.16360598121831776 0.090229011469074388 0.012798255130622589 -0.033987462205685513 -0.0049397805107545979 0.096601747646124642 0.091740276301805798 -0.27529499616974262 -0.027140556145527486 -0.11992806824784877
leaf_weight=2.8270258258562526 1.5888641059864301 2.3155510996002695 2.0647433146368703 2.4161890414543441 5.6187259214930227 1.0717342495918267 1.8645132929086683 5.4929577894508821 2.9501477107405663 4.900200161151588 53.866349744144827 1.9019285431131705 2.2383098863065234 2.2298173583112648 11.152104633860288 3.2472079135477543 2.7157371724024415 1.8575857765972612 9.9318840387277323 3.694835618138316 3.5031951665878287 4.8355864360928527 8.9039694238454086 0.87209286587312762 138.23756655585021 6.7445068666711441 3.9632229432463637 1.2098608950618652 15.037769153714178 1.744970115367322
leaf_count=659 216 274 65 45 39 6 44 22 11 39 584 34 12 34 61 17 23 13 112 22 27 17 51 28 1331 62 31 20 89 46
internal_value=-0.000247099 0.000680196 0.00124022 0.00183334 0.00123466 0.0020421 -0.0655462 0.00271063 0.0342874 0.00354514 0.00122447 0.000172715 -0.0368521 -0.0587899 0.00216516 -0.0335817 -0.0654839 0.0102265 0.000111324 -0.0204578 -0.0579994 0.00847196 -0.0229075 0.00297568 -0.00472673 0.0173351 -0.00224525 -0.174216 0.00976787 0.0197482
internal_weight=310.999 308.172 306.583 304.519 302.102 299.787 2.93625 296.851 13.3433 7.85035 283.507 277.889 14.1906 11.9523 263.698 9.72246 6.47525 3.75951 252.546 30.8695 13.4351 17.4344 12.5988 221.676 144.283 77.3936 142.201 2.08195 70.6491 55.6113
internal_count=4034 3375 3159 3094 3049 2775 50 2725 72 50 2653 2614 133 121 2481 87 70 47 2420 229 139 90 73 2191 1410 781 1362 48 719 630
is_linear=0
shrinkage=0.1


Tree=47
num_leaves=31
num_cat=0
split_feature=0 18 16 2 7 2 3 13 7 9 10 8 7 7 0 19 17 5 8 14 19 17 2 12 2 2 15 12 16 7
split_gain=2.66486 1.26732 3.66017 2.37238 1.33308 3.14009 1.16299 2.38876 2.14678 2.06798 3.3225 2.79115 3.18802 2.07398 3.74157 2.54884 1.39267 1.27282 2.43329 4.09333 2.61932 3.31345 2.60869 2.69379 2.50549 3.84565 4.96122 3.5208 2.84154 2.32788
threshold=107.57327517365 17.323446153950005 12.604970524100002 265.49556007400002 27.007549805650005 153.79443764425002 108.47659710545001 120.87576600310001 19.078733418100004 179.18874144770004 64.307918480350011 8.3434888241000014 22.407814303000006 20.861906850000004 95.469836670350006 12.651020723000002 172.24349499320002 29.996566321350006 8.8430989333000021 168.39662374755002 14.351157895250003 206.50651863080003 60.327272492300004 69.826413229550027 108.24034454255001 114.12323913765002 29.329759478700002 128.52556993515003 22.724946859200003 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 8 -8 -4 10 11 12 -10 16 -15 -16 -12 18 22 -20 -21 -22 23 -11 27 26 -26 -24 29 -27
right_child=-2 3 4 -5 5 -7 7 -9 9 17 13 -13 -14 14 15 -17 -18 -19 19 20 21 -23 24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.10893334844540192 -0.10193928762617051 0.060834146198344596 0.06093492383172882 -0.077424101987619842 0.068409158549136262 -0.1694957615618817 -0.10888737124219104 0.093969999690310571 -0.14235922178994412 0.048029879699921924 -0.0048192296650360188 0.1059402169607891 0.12551256249114548 -0.135229705748349 -0.10684028954869136 0.065535561024167535 0.12078343272856536 0.059561158815741394 0.024679182968922735 -0.018087665294751851 -0.15946111542708868 0.0074164152324876515 0.012971041478374296 -0.084083320011764481 0.056359882484258009 -0.026354743962520445 -0.1167240339579334 0.076563737060246162 0.068589954710678483 0.0062079235981734237
leaf_weight=3.0794249882455906 2.5537405645009121 7.4373315763659757 6.0353052187710992 1.4896735248621551 0.92099847551435177 1.3953286330215631 2.3726148528512563 0.76851045247167338 4.7880557845346656 2.0621598921716195 1.6550727521534994 0.62528055906295765 0.48973345756530751 2.320389598608017 1.1550876041874287 3.3330022322479635 1.8918253583833573 3.8899127766489974 7.4228729028254774 5.0878636557608825 4.4890117915347219 1.6189327239990232 71.735532539896667 6.1348543222993612 2.3090288583189231 27.355540918186307 5.8560936711728573 9.9087411370128375 6.2728330269455901 111.19197764340788
leaf_count=294 649 89 61 46 6 78 172 14 236 8 39 4 1 177 112 42 7 20 59 50 64 9 503 68 17 186 53 77 37 856
internal_value=-0.000211774 0.000639723 -0.000479232 0.0377626 0.000660283 -0.074902 0.00126223 -0.0592561 0.00192313 0.000658351 -0.0339611 -0.0938349 -0.117503 0.000169927 -0.0321313 0.0211717 0.062174 0.00277966 0.00193484 -0.0329053 -0.0710841 -0.11523 0.00460619 -0.050847 0.0065435 -0.00100555 -0.0677773 0.020689 0.00275912 -0.000221418
internal_weight=307.647 305.093 296.166 8.92701 293.087 2.31633 290.77 3.14113 287.629 281.594 16.2584 5.90307 5.27779 10.3554 6.80848 4.48809 3.5469 265.335 261.445 18.6187 11.1958 6.10794 242.827 8.19701 234.63 152.985 8.16512 81.6443 144.82 138.548
internal_count=4034 3385 3250 135 2956 84 2872 186 2686 2625 618 241 237 377 331 154 46 2007 1987 182 123 73 1805 76 1729 1149 70 580 1079 1042
is_linear=0
shrinkage=0.1


Tree=48
num_leaves=31
num_cat=0
split_feature=13 15 2 15 15 19 15 15 19 16 17 6 6 6 13 0 0 3 17 19 13 5 5 16 16 7 13 15 3 12
split_gain=2.41462 1.18237 1.37479 1.22171 1.58536 2.32693 1.68389 2.76527 3.57093 2.7458 2.19137 3.54207 2.13705 3.63613 2.95271 2.92886 4.90597 4.50542 2.32144 1.92885 1.88381 2.11402 4.18364 4.38967 6.19555 3.10258 2.40535 8.32978 3.68183 2.11241
threshold=92.38617519475001 50.314162856800003 310.17567643235003 49.946010968500012 46.683480308100009 14.251149826300002 42.841315546000011 43.890399822900008 14.351157895250003 22.604947139800004 199.03437346465003 16.495385412050002 16.455384477450004 16.425383776450001 117.56896250265002 89.168090812600013 87.278104746850019 92.703413254150021 197.20536406400001 13.251069136700002 117.66037007905001 21.850554661550003 20.872540794500004 20.784951395750003 22.614947116400003 24.607636026300003 113.97180552410002 40.042228346200012 92.781378539900018 152.73554204000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -8 9 -9 11 -10 13 20 -15 16 17 -14 19 -19 21 22 -2 25 -25 -24 27 29 -28 -23
right_child=1 2 -4 -5 5 -7 7 8 10 -11 -12 -13 15 14 -16 -17 -18 18 -20 -21 -22 26 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.10057281291338349 0.0024478585946121159 -0.13872567425993051 0.0038774993198195471 0.075301995693503723 0.033936733360006487 -0.09182132120902825 0.065217141732778816 0.017420328487065668 -0.091908679247576952 -0.11351968792226075 0.095738109215490877 0.046593897527294884 -0.13861970705896856 0.078284654529800449 -0.01392483113601862 -0.12511579421615859 0.075531845753853535 -0.088566152720849362 -0.084003026804114603 -0.0036954530401735459 -0.08193083883421097 -0.11190458853270768 -0.37997151292864045 0.024435516524855587 -0.13608871640368633 -0.11181912964901347 0.10148325908523526 -0.26818946604559257 0.0017840128218782132 0.056529623800096788
leaf_weight=2.3782536482904097 140.16047847270966 1.3113647284917527 1.3954459773376582 2.2073356732726088 2.2520047947764388 4.2443833881989121 10.60682894382626 2.7717948611825731 2.6336318766698223 3.7930307285860181 3.8372892886400214 6.1777393184602261 3.08077523484826 11.220536370761694 5.029247246682643 2.3837066879495969 5.7960596904158583 2.8346970377024254 4.4101485493592909 48.390930644469336 2.7413917426019898 0.88033813517540949 0.60911979246884529 6.9115476459264737 3.6869585774838924 1.4795138118788598 7.6886994168162328 1.1157050840556619 7.1473750767763704 4.8287896595429629
leaf_count=797 1567 28 22 10 13 63 53 16 39 40 15 28 37 102 26 22 26 307 38 385 19 79 28 34 30 42 42 13 40 73
internal_value=-0.00020612 0.000585246 -0.0652093 0.00118104 0.000629627 -0.0482267 0.00172326 0.0242323 0.00160658 -0.0582343 0.0326648 0.00519684 -0.000854459 0.00447216 0.0497462 -0.0162619 -0.0122398 -0.0209039 -0.0143855 -0.00839198 0.000321562 0.00161368 -0.0025297 -0.0575191 -0.0314069 -0.190022 0.030851 -0.018281 0.0534525 0.0305573
internal_weight=304.005 301.627 2.70681 298.92 296.713 6.49639 290.216 29.8203 19.2135 6.56483 12.6487 8.81137 260.396 193.5 16.2498 66.8963 64.5126 58.7166 55.6358 51.2256 177.25 174.509 152.848 12.6871 10.5985 2.08863 21.6609 6.82483 14.8361 5.70913
internal_count=4034 3237 50 3187 3177 76 3101 191 138 56 82 67 2910 2095 128 815 793 767 730 692 1967 1948 1701 134 64 70 247 165 82 152
is_linear=0
shrinkage=0.1


Tree=49
num_leaves=31
num_cat=0
split_feature=6 16 19 6 19 9 15 15 2 2 4 15 10 3 5 17 6 17 13 16 10 8 17 15 2 16 8 16 3 10
split_gain=2.26001 1.40614 2.0908 2.48497 1.55724 1.68336 1.43188 2.49055 2.59313 3.585 3.43154 2.09155 2.00662 1.91889 2.82186 3.02022 2.19615 1.40972 3.24659 3.72085 2.39804 3.32816 2.28689 2.27133 6.83262 2.08581 3.62849 2.03763 1.49304 5.21154
threshold=5.1651206822000004 12.644970430600003 10.650859343850001 11.865277230300002 11.850956171350001 210.14471305145003 23.735720730600004 23.378903124350003 207.18514273665002 200.74412770730004 259.18765753015003 23.214132849600002 67.300172379550006 79.47351079420001 16.078966488550005 183.19621122360005 11.260263094250002 212.37354083175003 103.23410375110002 16.344961778400002 65.687097501250022 8.1436447804000007 208.33805927010005 32.167495462450006 315.94243452415003 17.809958352600002 7.7439566930000003 18.094957686100003 83.538459487450012 70.206395618550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 -3 7 8 9 10 11 12 -6 16 -15 -16 -14 18 -8 -20 -19 -22 25 -24 -25 26 -21 -27 -29 -30
right_child=1 4 -4 -5 6 -7 17 -9 -10 -11 -12 -13 13 14 15 -17 -18 20 19 22 21 -23 23 24 -26 27 -28 28 29 -31
leaf_value=-0.10112858703326262 -0.10275256645193905 0.055717692857034845 -0.12011320228291889 0.049079010028918277 -0.1123532857497557 -0.032010898434686123 -0.11385517662517386 -0.131008675065556 -0.11950129418961375 0.1316135312519095 -0.10810985562710557 0.084769232668700512 0.054124840825251465 0.057318858389811073 0.029702588268629371 -0.10206820595936664 -0.11782318580240406 0.10113166283445713 0.07138548478998967 0.052764488227403261 0.050257998333469604 -0.086614393569511713 0.015396647659209423 -0.22783706113406846 0.028690228276781644 0.072391147167403219 -0.12449786134978079 0.042236835322802924 0.003912441101067035 -0.066300418496645031
leaf_weight=2.2009614582639179 1.6726546427234996 9.7616384483408165 2.368168153334409 3.0317827863618731 1.7798170840833538 2.8188241012394419 2.4372336613014332 1.8972778902389098 2.1175165288150302 1.8040156736969937 3.3815946781542143 2.5735816983506075 1.0555397758726059 7.5707678841426951 3.7916616201400757 3.213635980617255 2.5069578611291945 3.8516118600964537 7.5145170658361158 1.785715335048734 5.3935317918658239 2.6490945965051651 2.6312929969280949 2.1392545439302921 2.017487570643425 4.1651490246877065 3.2682061716914177 8.7306741103529912 189.37560336058959 11.196418817155061
leaf_count=659 268 103 252 46 160 15 68 43 71 5 66 19 21 37 19 25 63 30 33 57 69 38 19 33 21 19 53 36 1422 264
internal_value=-0.000167656 0.000576767 -0.0434806 -0.00490445 0.00164598 0.0360609 9.3326e-05 -0.0199181 -0.0128441 -0.00468414 -0.0141874 -6.64555e-05 -0.0110278 -0.00108537 0.0149944 -0.0307464 -0.0668764 0.00265936 0.000961215 0.00216313 0.0362477 0.00517473 -0.000145573 -0.0573076 -0.103331 0.00163008 -0.0618653 0.00313335 0.00175511 -7.01174e-06
internal_weight=300.702 298.501 7.07261 4.70444 291.429 12.5805 278.848 31.6924 29.7951 27.6776 25.8736 22.492 19.9184 18.1386 14.5761 7.0053 3.5625 247.156 235.262 232.824 11.8942 8.04263 225.31 6.78804 4.15674 218.522 5.05392 213.468 209.303 200.572
internal_count=4034 3375 566 314 2809 118 2691 529 486 415 410 344 325 165 81 44 84 2162 2025 1957 137 107 1924 73 54 1851 110 1741 1722 1686
is_linear=0
shrinkage=0.1


Tree=50
num_leaves=31
num_cat=0
split_feature=6 16 15 6 5 19 9 15 13 2 4 17 19 16 13 15 6 6 9 9 9 9 7 18 10 15 0 6 17 18
split_gain=2.04112 1.22889 2.38509 1.96727 2.40875 1.73499 1.13245 1.11901 2.15182 2.6569 2.6974 1.69741 3.86674 3.27402 3.68885 2.26559 1.36987 3.83822 1.84262 1.26272 2.89905 1.81103 1.43018 4.23614 4.83323 4.7917 3.69503 5.02843 2.96882 4.31844
threshold=5.1651206822000004 13.564968279200002 18.019770707250004 11.755274660100001 14.582249945350002 11.850956171350001 210.14471305145003 23.735720730600004 92.663086382150013 137.02423825130003 232.62504358260003 182.63036160245002 12.851036860900001 15.089964713100001 101.53768667075001 21.761438576950002 13.865323961050001 13.65531905435 194.31002311890003 223.29399794390005 219.59809404590001 215.54845996915003 23.203497038450006 13.390703749000002 61.907125369850007 46.074827201850006 86.692020874450009 15.815369523550002 188.10488866565001 13.314799198000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -5 6 -3 8 -7 10 11 15 13 14 -13 -10 17 18 -11 20 21 22 23 25 -25 28 -26 -28 -9 -30
right_child=1 5 -4 4 -6 7 -8 19 9 16 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=-0.10102449282032439 -0.10287154335031366 0.061437819519386663 -0.12632301849170163 0.055961772941459091 -0.11441816071601119 0.14791773106030087 -0.015758170992364161 -0.0133924573108788 -0.06985209019870435 -0.0064088220231916489 0.12456732445396779 0.025881330321075716 -0.14544234182865587 0.031076444639196184 -0.18856600924287917 0.074139901032121008 -0.12621199110174228 0.1214187972809323 -0.12290663805036678 0.03922048827131127 -0.07287611929004581 0.048762690405141453 0.0079209513670186922 0.098788113468262037 -0.16015583625035712 -0.1229126006979836 -0.15472076171497931 0.014348302226793543 0.037091180886152576 -0.073656019960160746
leaf_weight=1.9934600796550501 1.629520554561166 7.6367850806564075 2.2001223023980856 4.2615865115076303 1.0303899941500274 0.76252637617290275 2.5298465043306351 41.436581689165905 1.5079608180094606 2.2639471085276437 1.5632236413657654 1.4882230637595042 2.436804069671779 7.3641130849719048 1.7399634346365926 3.9680869220755994 2.6862218469614163 1.1884725987911222 3.3916896576993167 8.9759595645591599 5.1940135937184087 8.2205433375202102 126.96851885598153 1.6807658243924368 4.0365825495682639 3.0390607491135588 2.6503982674330473 5.231407143175602 33.514799715019763 3.9342854730784884
leaf_count=659 352 77 114 30 120 7 11 501 110 37 5 33 45 43 13 52 78 3 83 86 55 69 1076 7 40 67 39 26 169 27
internal_value=-0.000176787 0.000505772 -0.035626 -0.00679632 0.0227874 0.00166053 0.0422285 0.000162079 -0.0179462 -0.0222192 -0.00157257 -0.0122282 -0.0318629 -0.00573344 -0.0897039 0.0344883 -0.0656956 -0.0419437 -0.0762727 0.00240719 0.00100649 0.0026698 0.000966785 -0.00827656 -0.0599635 0.000303244 -0.0823511 -0.0425042 0.00505012 0.0254564
internal_weight=296.526 294.532 9.12162 6.9215 5.29198 285.411 10.1666 275.244 30.3612 29.5987 20.0684 18.5052 13.0291 10.5923 3.22819 5.47605 9.53033 6.84411 5.65564 244.883 235.907 230.713 222.492 95.5239 13.5992 81.9247 11.9184 7.88181 78.8857 37.4491
internal_count=4034 3375 616 502 150 2759 88 2671 509 502 301 296 134 89 46 162 201 123 120 2162 2076 2021 1952 876 112 764 105 65 697 196
is_linear=0
shrinkage=0.1


Tree=51
num_leaves=31
num_cat=0
split_feature=3 8 16 17 15 15 17 13 8 10 10 17 0 13 18 8 2 17 7 0 13 7 16 7 18 0 0 7 2 17
split_gain=1.85556 1.10544 1.45856 1.53609 2.77921 1.9101 1.66617 1.76038 1.59461 2.16936 1.96488 2.64382 2.60817 3.09401 2.76263 2.09688 4.13528 2.9323 2.09183 3.3315 4.40593 2.48048 2.21874 1.91388 3.48411 3.05803 2.32719 1.56448 1.40795 2.39703
threshold=71.961958777700019 10.441851282850001 23.244945643200005 168.59667799010003 26.912781836550003 19.388404648600005 174.57458007295003 116.60649449195002 9.5425530862500008 60.613977009100005 61.901748453550006 187.51563899930002 85.667718326750006 117.67650082785001 13.036600629150001 8.8430989333000021 73.245799595050016 199.72613295375004 22.105125139000005 89.582113364650013 105.33378955095002 22.233191240750003 22.694946929300002 22.444423115000003 13.043896815850003 85.812895065800021 85.861287312150012 22.747724408400003 60.327272492300004 183.19621122360005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 5 -2 7 -5 9 -8 11 -11 14 15 -12 18 -17 -18 19 -14 -21 -20 23 24 -23 27 -27 -25 29 -28
right_child=1 -3 -4 6 -6 -7 8 -9 -10 10 12 -13 13 -15 -16 16 17 -19 21 20 -22 22 -24 25 -26 26 28 -29 -30 -31
leaf_value=-0.10170338219354708 -0.024644902189682436 0.069825523891126284 -0.075403748479366206 0.056562811204700893 0.06616558074333162 -0.12424644412422586 -0.1087493918308147 -0.074846242098361521 0.068611412620791984 -0.026128479625841541 0.0026699497840545604 0.057333528819314472 -0.20803346796766703 -0.096425344092246748 -0.12591215443224427 0.056370933643936708 -0.16917143351571434 -0.034176299575456433 0.078533993839324134 -0.1380653808855333 0.10308892333840798 -0.15353597043185552 0.082876967558921738 0.099936266316324532 0.017785328854166966 -0.12201405231890215 0.043827486992130564 0.022393673185090973 0.0026165666034512641 -0.094783071341903932
leaf_weight=1.7891324040247116 4.8398873106343654 2.2787234410643569 2.5493508325889698 9.0158842217642796 2.0502958800643674 3.1974123936379328 1.8358628198038776 1.1493882995564479 3.3888662653043857 5.4318854694720384 3.242110052611678 12.597534215077756 1.195008954964577 3.3005841374397269 3.4480040938360617 2.8444759398698789 2.6570974308997393 4.0794619652442634 4.4208480288507408 1.4373563367407771 1.6020185425877569 2.1975476853549472 3.4103904850780955 4.5070397090166789 2.5814978554844856 1.5463124439120282 1.8775087371468533 6.1553419837728143 188.77561823418364 3.718734357971698
leaf_count=643 166 19 29 166 43 275 104 45 22 34 25 56 20 22 150 12 27 29 24 56 7 16 27 14 31 11 9 42 1858 52
internal_value=-0.000175271 0.000448234 -9.86947e-05 0.00057138 -0.0377579 -0.0642686 0.00197018 0.0417044 0.000453154 -0.000425554 0.000336314 0.0321882 -0.00202697 -0.000283775 -0.0635997 0.00107809 -0.0447321 -0.0874224 0.00304255 -0.0665742 -0.0109558 0.00438742 0.00286118 0.00157009 -0.0609933 0.00301743 0.000179083 0.0551713 0.00115118 -0.04828
internal_weight=293.121 291.332 289.053 286.504 10.0876 8.0373 276.416 10.1653 266.251 262.862 261.026 18.0294 242.997 236.307 6.69011 233.006 9.58104 6.73656 223.425 4.23438 3.03937 219.191 214.77 211.36 4.77905 206.581 195.918 10.6624 194.372 5.59624
internal_count=4034 3391 3372 3343 484 441 2859 211 2648 2626 2522 90 2432 2257 175 2235 68 56 2167 83 63 2084 2060 2033 47 1986 1930 56 1919 61
is_linear=0
shrinkage=0.1


Tree=52
num_leaves=31
num_cat=0
split_feature=6 16 19 6 19 9 18 10 18 3 3 19 15 5 5 3 18 15 10 9 16 0 6 16 0 0 6 5 16 2
split_gain=1.74856 1.00342 1.81044 1.95362 1.09071 1.66715 1.0376 1.0058 2.69388 1.86776 1.99249 1.19099 0.970877 1.19508 1.03861 3.33808 3.22508 2.46464 2.04959 3.58134 2.60515 2.54739 2.97684 1.56984 1.45063 2.20581 4.62164 1.88591 2.18297 4.61895
threshold=5.1651206822000004 12.644970430600003 10.650859343850001 11.865277230300002 11.850956171350001 211.30488836970002 16.049140492450004 78.895492296100016 19.424700258350004 77.69375151185001 79.47351079420001 11.950964240300001 50.314162856800003 27.973578737350003 25.568932055400001 101.34142922725002 11.862896247150001 46.683480308100009 61.622148808000013 191.29995577870002 22.724946859200003 85.667718326750006 16.545386580300001 19.254954973500002 85.812895065800021 85.995710218650018 16.505385645700006 24.279163357700003 22.624947093000003 221.01224434660003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 9 11 -6 -11 -9 14 -14 17 -16 23 18 19 -12 21 22 -20 -17 -23 26 -26 28 29 -27
right_child=1 4 -4 -5 7 -7 -8 8 -10 10 12 -13 13 -15 15 16 -18 -19 20 -21 -22 24 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.10088605512372131 -0.10246154935961137 0.016407019039462394 -0.11765558215299238 0.044422005354668608 0.087273645038320413 -0.048521253917512219 0.081349223991434017 0.048447631115918682 0.13611860410196588 -0.081678552616337857 0.0078088836195435041 -0.088336363679841656 -0.11852821387949618 0.024018501276611003 0.074582021953011973 -0.10615180126373686 -0.087120323487654291 -0.069413092575362156 -0.12229320902827033 -0.15511197056705406 0.065052516678204317 0.032350972443617211 0.0048172798445998317 0.050656506984436495 -0.11833960299016805 0.0026526244442924827 0.006280423027381664 0.081154616125649601 0.028408194662441627 -0.061106193257953148
leaf_weight=1.7134151051286597 1.3241515405243252 5.0124257854185981 2.0005439686356112 2.864102331455797 2.4798401016741982 2.1714903786778441 4.8318429058417678 0.74874101229943235 0.74397676112130273 2.9473846349865189 3.3185405747499308 4.2485198338981718 1.4730983846820884 0.97901686280965794 7.6568483666051206 0.72666648472659101 3.7027404422406107 5.0232513255905351 3.5740482835099092 2.2736787209287286 6.5393634587526313 15.61204777099192 3.8027933426201344 5.2582542654126883 4.7003734409809104 143.67957057384774 8.1114578321576101 3.0724666006863108 26.997747808694839 12.337897021323441
leaf_count=659 268 81 252 46 27 13 24 9 8 70 36 138 40 10 59 123 196 72 137 47 29 77 62 61 31 1094 35 12 156 162
internal_value=-0.00016457 0.000434215 -0.0393971 -0.00201646 0.00130828 0.0307881 0.0482825 -3.61145e-06 -0.0414118 0.000895987 7.77547e-05 -0.067842 0.00100871 -0.0616159 0.00160765 0.0252361 -0.0137656 -0.000106778 0.00138089 -0.0584313 0.00284517 0.00101183 -0.0567672 0.0316174 0.00299879 0.00069488 -0.0394399 0.00345809 0.00215372 -0.00238944
internal_weight=289.926 288.213 6.1888 4.18825 282.024 12.0158 9.84427 270.008 5.74124 264.267 261.787 4.99726 258.84 2.45212 256.388 17.3445 9.68766 239.043 234.02 5.59222 228.428 221.888 7.37684 5.98492 214.512 198.9 12.8118 186.088 183.015 156.017
internal_count=4034 3375 566 314 2809 118 105 2691 155 2536 2509 147 2439 50 2389 439 380 1950 1878 83 1795 1766 199 184 1567 1490 66 1424 1412 1256
is_linear=0
shrinkage=0.1


Tree=53
num_leaves=31
num_cat=0
split_feature=3 18 10 2 7 9 15 7 0 17 15 5 19 8 6 4 12 9 8 8 15 3 7 9 4 16 2 16 5 0
split_gain=1.5359 1.10169 2.51737 1.62224 1.08088 2.42566 1.0078 1.30423 0.939241 2.15627 0.844348 1.23332 0.913879 1.7103 1.27049 1.03438 1.68457 2.28501 1.57517 2.27923 2.24398 3.02511 3.42885 1.53627 1.93294 3.53655 3.38508 3.16025 2.89618 3.96904
threshold=71.961958777700019 17.323446153950005 81.479100559500012 265.49556007400002 27.007549805650005 209.54955617820002 16.701947052500003 18.748507117750005 102.21786657775002 239.21206428850002 50.314162856800003 28.155008147450001 14.651182102100002 8.6432548896500023 18.195425133200001 137.02556730370003 79.133367176650012 191.72037998490001 8.8430989333000021 8.7431769115000026 31.233764884050004 92.249063830050019 22.477322886550002 223.29399794390005 244.52697497700004 22.674946976100003 108.24034454255001 22.654947022900004 24.279163357700003 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 8 6 -6 7 -2 -3 -10 12 -12 15 -14 -15 -8 17 -17 19 23 -20 -22 -23 24 25 -18 -27 28 29 -26
right_child=1 3 -4 -5 5 -7 10 -9 9 -11 11 -13 13 14 -16 16 18 -19 20 -21 21 22 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.10146765393430378 0.080166300537248325 0.09158126407031425 -0.11088570725242726 -0.069271155334321793 0.055245202043489108 -0.17343861731563029 0.044435402097452149 -0.1240088821032897 -0.11782183578482325 0.06994498672425957 -0.116650262141482 0.033144104897158931 0.058988692046331753 -0.070753538463372317 0.031675371947187024 0.016249384953915542 0.011402574392636575 -0.14340097622539866 -0.11481012757900654 0.048418337168347043 0.067648442900805655 0.014138031499171817 -0.12637371269076958 0.074595408396797888 -0.098830250962317456 -0.0066573539707580525 -0.12952378395346997 0.035144837483772125 0.023078738146927222 -0.019680620582313315
leaf_weight=1.4887551382416848 0.41040220740251143 3.5840411623939863 2.057023567846044 1.2017709750216452 0.81340618210378934 1.0792588940821586 5.2277700360864392 1.316321230609901 0.8610309429932389 2.1112024514004588 1.4258714832831167 0.89444192126393307 7.3153106812387687 2.3329569306224585 2.5179037693887949 1.6902503166347735 124.57297508337069 1.909026709385216 2.6879386948421589 10.269953999668358 3.2462743371725065 3.8589102393016219 3.1578978290781379 2.7451953450217834 7.1503135112579903 6.1704363748431188 3.5223877113312483 12.152644852176307 13.049220088287255 55.603787874337286
leaf_count=643 3 22 260 46 12 31 41 147 45 24 41 9 33 20 21 9 1339 39 46 60 17 35 43 25 53 33 23 86 199 629
internal_value=-0.000160822 0.000368494 -0.000671791 0.0375356 0.000152257 -0.0751577 0.000673933 -0.0754812 0.0571133 0.0155505 0.00115827 -0.058907 0.00167603 0.0284569 -0.0175865 0.000408319 -0.0005058 -0.0684278 0.000479221 0.00234849 -0.0334734 -0.012171 -0.0490989 0.000245359 -0.000673117 0.00687547 -0.0513072 -0.0121961 -0.0197857 -0.0286991
internal_weight=286.425 284.936 277.178 7.75805 275.121 1.89267 273.228 1.72672 6.55627 2.97223 271.501 2.32031 269.181 12.1662 4.85086 257.015 251.787 3.59928 248.188 235.237 12.951 10.2631 7.01681 224.967 222.222 134.266 9.69282 87.956 75.8033 62.7541
internal_count=4034 3391 3254 137 2994 43 2951 150 91 69 2801 50 2751 74 41 2677 2636 48 2588 2447 141 95 78 2387 2362 1395 56 967 881 682
is_linear=0
shrinkage=0.1


Tree=54
num_leaves=31
num_cat=0
split_feature=3 18 16 2 17 17 10 9 9 13 8 6 9 5 16 15 7 15 19 16 8 5 8 9 15 6 7 10 17 6
split_gain=1.38763 0.976563 1.6867 1.46464 0.886047 1.05719 0.856864 1.4711 0.802071 1.61841 1.41862 0.969425 1.90665 1.55061 1.15485 3.99794 5.2166 4.37507 3.45614 2.56943 2.35418 2.90996 2.49507 2.3304 3.09972 4.57946 2.14644 5.65522 2.03575 2.36191
threshold=71.961958777700019 17.138111898250003 12.644970430600003 265.49556007400002 163.10708527260002 162.57770630285003 80.371455809750003 212.96061447425004 38.295222230400007 96.244112611900007 2.0484014478500003 9.4752213870500004 52.553122989000009 13.154029769200003 18.684956306450005 29.329759478700002 23.729953793150003 27.980927088250002 12.851036860900001 18.754956142750004 7.5441126493500006 17.438757606550002 5.9453602998000008 205.88909726980003 23.292710050100002 14.005327232250002 25.297859295400006 70.123053416500014 200.37850214585004 14.845346859150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 6 5 -2 -3 -8 9 -4 -10 12 -12 -13 15 17 -17 18 23 -16 22 -22 -20 -15 25 -25 27 -21 -18 -30
right_child=1 3 8 -5 -6 -7 7 -9 10 -11 11 13 -14 14 19 16 28 -19 20 26 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.10133380297211213 -0.11427857326350446 0.094688261672559074 0.054892539474570068 -0.066617952803541783 -0.11380594251254812 0.065356565717078541 0.07235982484373267 -0.048395396978242994 0.092147025029031493 -0.12968391497903259 0.01617188847898382 0.07725757521767232 -0.1362072024645484 0.022777642488570886 0.071991008045067167 0.084212061422429957 -0.13672284904431106 0.076509305666244531 -0.10644820423836759 0.002288888410966433 -0.12967812002765797 -0.0021630503013182188 0.10823096737225338 -0.14897886098783023 0.025751848840075323 0.0068736090565253627 0.039304823378205837 -0.092804687985680645 -0.11057749095375749 0.10623451296417455
leaf_weight=1.3487703460268665 0.55821936205029421 2.8094893451780063 0.74909583188127671 1.2236233284929765 1.9872253373032434 0.79308292968198657 2.4822663976810873 1.6996281583560628 1.6845159182557825 1.2985161214601246 1.790384877007454 2.6236682338640085 1.5168289321009067 22.257404631585814 5.3607556503266087 1.7626047010999153 5.7688216604292393 6.3854087563231579 0.87209288729354684 173.60857177851722 5.4493220280855876 2.6647897404618561 1.4276330322027204 3.8276808857917768 5.6483698841184378 3.715304103679955 14.155530534684656 6.4875456439331165 1.2188318986445668 0.8548662420362233
leaf_count=643 54 28 82 58 251 4 49 37 57 90 22 30 56 379 39 22 171 46 125 1280 129 33 3 63 41 22 76 98 40 6
internal_value=-0.000144544 0.000338263 -0.000678594 0.0343119 -0.0713241 -0.00885023 0.0519765 0.0232818 0.000191296 -0.0621587 0.000665758 8.94536e-05 -0.0537156 0.00076326 -4.3201e-06 -0.0119433 -0.0712387 -0.00104265 -0.0118401 0.00369518 -0.0624881 -0.0878004 0.0268212 0.00303879 -0.030266 -0.0722136 0.00181042 -0.00113664 -0.106176 -0.0211984
internal_weight=284.031 282.682 274.467 8.21501 3.33853 1.3513 6.99138 4.18189 271.129 2.04761 269.081 267.396 3.30721 264.089 261.466 61.8531 9.60512 52.248 45.8626 199.612 10.4138 8.11411 2.29973 35.4488 13.1914 7.54298 194.252 180.096 7.84252 2.0737
internal_count=4034 3391 3219 172 309 58 114 86 2910 172 2738 2681 78 2603 2573 1080 239 841 795 1493 290 162 128 505 126 85 1454 1378 217 46
is_linear=0
shrinkage=0.1


Tree=55
num_leaves=31
num_cat=0
split_feature=6 8 7 7 15 2 7 4 17 17 18 19 0 9 9 9 10 3 12 2 0 8 6 8 4 4 7 14 18 16
split_gain=1.39617 0.752987 1.24748 2.38906 2.42468 3.22562 2.368 2.13172 2.02414 1.34208 2.39345 1.70267 1.49051 1.84486 1.22588 1.77474 2.34281 1.07956 1.01917 2.98714 2.33512 2.29714 4.96058 2.23043 2.53801 2.65847 2.02396 2.31894 2.46864 1.92575
threshold=5.1651206822000004 10.441851282850001 22.105125139000005 20.861906850000004 43.030193406950012 49.864842700850012 22.181995028450004 377.6847677435 188.83172615260003 171.32005222830003 11.928667296000002 13.851117550450002 78.236820054150016 66.346857137250012 52.553122989000009 179.18874144770004 62.025417527550012 86.589859465500012 90.84682862195001 72.843776848050013 92.313586825200005 8.9430209551500024 18.080422446150003 8.2435668022500028 143.78867033265001 169.88079978325004 22.381996090050006 168.39662374755002 12.885811969150001 18.634956423400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 5 -5 -4 9 17 10 11 -2 13 -11 -8 16 -16 -7 20 -20 -17 26 -23 24 -22 -26 -21 -28 -29 -25
right_child=1 -3 6 4 -6 8 14 -9 -10 12 -12 -13 -14 -15 15 18 -18 -19 19 21 23 22 -24 29 25 -27 27 28 -30 -31
leaf_value=-0.10073577414460073 0.065157788433346062 0.05962537161446109 0.074944732310043699 0.027536813646573313 0.022001567441884029 -0.012324353133617457 0.071485056851203974 -0.11727749352542363 0.0047822387229039687 0.070652334711232417 -0.09098600832050141 -0.065764780809940096 0.087111727099756231 -0.11957826652208153 0.11980572748836271 -0.091178910130781332 -0.13120879952596906 -0.16503323870000849 0.050534971561761004 -0.08151247051218713 0.066882871117091944 -0.11970175461860277 0.05499511771469448 -0.020057923796055518 -0.15862389090512072 0.053969562067806558 0.07798428309599012 -0.11899850350274982 0.00246534898660087 0.077048196247731737
leaf_weight=1.3735405656043429 3.5652971152449044 2.1255050469189873 4.3747325247386462 1.9003506638109664 2.8361930176615715 0.51746999367605884 2.424224068527109 1.30471906159073 1.0376164204208178 1.0968295186758044 2.5254540767055005 1.3770083608105776 3.9999409059528261 0.95254002069123078 0.45673679537139777 3.8625425696373012 2.0000383631559089 4.3924425863660872 12.305340046528725 2.8767591756768516 1.1518310531973828 4.481535048224031 2.5504200397990644 4.0814968049526197 2.3948218848090623 0.77972086577210564 4.0377823635935775 1.6875334680080403 197.8749328678241 4.087453905493021
leaf_count=659 133 19 27 13 14 40 50 47 19 6 161 41 36 137 3 29 102 143 73 23 5 50 29 39 71 16 15 13 2002 19
internal_value=-0.000162522 0.000332503 -0.000122578 -0.0211951 -0.0572426 -0.0858811 0.0020151 0.00478925 -0.12212 0.0165716 -0.0117884 0.0286806 0.0515815 -0.0177662 0.000723689 2.24581e-05 -0.0845429 -0.148939 0.000880352 0.00262637 -0.0232228 -0.000134787 -0.0563409 -0.00221622 -0.0602715 -0.106407 0.00177942 0.00295629 0.00143823 0.0285305
internal_weight=280.433 279.059 276.934 25.5059 10.6841 7.84788 251.428 14.8218 5.94753 13.5171 7.46776 4.94231 6.04931 2.04937 247.053 244.629 2.45678 4.90991 242.172 225.814 16.3579 213.509 7.03196 12.4953 4.32637 3.17454 206.477 203.6 199.562 8.16895
internal_count=4034 3375 3356 790 229 215 2566 561 202 514 335 174 179 143 2539 2489 105 183 2384 2205 179 2132 79 150 92 87 2053 2030 2015 58
is_linear=0
shrinkage=0.1


Tree=56
num_leaves=31
num_cat=0
split_feature=5 17 8 16 19 16 15 2 13 12 7 19 2 9 9 0 14 2 2 0 15 5 5 16 15 10 16 15 19 16
split_gain=1.07984 1.14342 0.779261 1.08568 1.17092 0.757592 1.86864 1.89251 1.27724 1.87528 2.56736 1.07758 3.55365 5.97096 2.94711 2.85797 1.5411 2.76002 7.19692 2.90958 2.29636 3.58636 4.62999 6.31583 5.40976 4.77238 5.25309 4.76314 3.67771 6.93171
threshold=7.7956904476000011 159.58247398035004 10.441851282850001 23.244945643200005 14.651182102100002 22.744946812400002 42.246988155050012 101.23478163165002 117.72489307420001 102.93817575330002 23.356162058950002 14.551174033150001 229.44804549725004 186.68586460755003 202.16842692300003 86.83719761350001 241.71484286130001 134.33885108415004 130.66814494305004 89.705782438650019 38.992510055900006 21.072048321250005 20.182301868200003 22.554947256700004 31.385732506450001 65.611820673600008 19.199955102150003 31.025894238900005 14.451165964200003 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 4 5 8 7 -7 11 -10 -11 16 13 -13 15 -15 17 18 20 -20 21 22 24 -24 27 -26 -27 -3 29 -23
right_child=1 2 -4 -5 -6 6 -8 -9 9 10 -12 12 -14 14 -16 -17 -18 -19 19 -21 -22 28 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.10058731477353 -0.10668590409906389 0.0021597459751136138 0.063100421129153678 -0.067048744818572689 0.033479056662142861 0.034644134151122684 0.068363254085770805 -0.099679451052709464 0.034110810675032605 -0.15535216956237788 0.048644200567244777 0.061468227742615344 0.0629445371572743 -0.22370886412980054 -0.017047186921906963 -0.074935378105475584 -0.0080470358878566156 0.04646655992212536 -0.30776161049437722 -0.064838208648184223 0.057212701518935184 -0.037205049536426199 0.09924410916081397 -0.026658982694739104 0.042400809139219509 -0.024979368702309105 -0.18651980328691775 0.11916505622570879 0.031558050408680004 -0.2581694795540474
leaf_weight=1.0665140555938695 0.9966823699651276 57.931545363157056 1.9815642051398743 2.3823526091873637 10.509956301189957 2.5291865244507772 5.0878923488780856 1.7921314230188725 1.6128911948762823 2.2316152588464324 0.85266155004501332 3.1761121414601785 3.3635147674940518 2.4466931382194161 2.7458075731992722 2.7342278622090816 103.62730815261602 16.54534504795447 0.98877496481872984 0.98344467673450708 8.1406535953283292 6.121568900649434 11.336487520486118 6.1436033956706515 2.9247438237071028 3.9772714320570213 4.0760972276329994 3.7015236914157859 3.7575342282652855 1.8483644872903822
leaf_count=624 212 615 17 29 62 17 28 35 16 78 3 29 29 27 18 17 1414 149 26 16 38 213 94 34 14 91 40 18 17 14
internal_value=-0.000157796 0.000229514 0.000616233 0.000163636 0.000754091 -0.000565312 0.0272932 -0.0210624 -0.00160853 -0.0532645 -0.0989565 -0.000624483 -0.0271043 -0.0543839 -0.100804 -0.145194 0.00102592 0.00834402 0.00270888 -0.186628 0.00610481 0.00201861 0.00878993 0.0549938 -0.00233299 -0.0670071 -0.106741 0.00918678 -0.0499992 -0.0884505
internal_weight=277.614 276.548 275.551 273.569 271.187 260.677 9.40921 4.32132 251.268 4.69717 3.08428 246.571 14.4664 11.1028 7.92673 5.18092 232.104 128.477 111.932 1.97222 109.959 101.819 90.0913 17.4801 72.6112 10.9781 8.05337 61.6331 11.7275 7.96993
internal_count=4034 3410 3198 3181 3152 3090 80 52 3010 97 81 2913 120 91 62 44 2793 1379 1230 42 1188 1150 906 128 778 145 131 633 244 227
is_linear=0
shrinkage=0.1


Tree=57
num_leaves=31
num_cat=0
split_feature=9 2 16 16 16 2 17 8 14 4 8 17 16 2 14 16 13 19 17 6 3 10 15 8 4 8 7 7 5 0
split_gain=1.04848 1.15782 1.01846 1.09604 1.64353 0.990059 0.987588 0.95345 2.98841 1.86133 1.82522 3.88263 1.87819 2.03123 2.48789 1.80608 2.07407 1.85322 1.65872 1.59827 3.85433 2.9389 3.12029 3.50619 1.93436 2.33021 3.10276 1.66741 1.772 1.37802
threshold=38.295222230400007 135.72285180265001 9.2849782877000013 9.8549769548000015 12.644970430600003 134.33885108415004 163.10708527260002 7.943800736700001 378.15865140410006 299.71779688575003 8.0437227585500022 193.31651039250002 15.584963555600002 110.52061241095002 223.94567884220001 14.844965286000003 101.53768667075001 12.350996516100002 212.37354083175003 14.825346391850003 83.538459487450012 71.015621515800021 33.928396949100005 8.543332867800002 173.45501498100001 8.2435668022500028 25.181638183950003 25.395581754250003 17.679107616400003 97.878695155250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 -4 6 -1 -5 8 9 -6 11 -9 -13 -14 -15 16 -12 -17 -16 20 24 22 -22 -24 -19 -26 -27 28 -21 -28
right_child=2 -3 3 4 7 -7 -8 10 -10 -11 15 12 13 14 18 17 -18 19 -20 27 21 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=-0.10750958026067295 -0.12096404761518197 -0.12284992976210317 0.09017950406852944 0.0034111440781833084 0.012941051413953839 0.12202531678421394 -0.11186848983429057 -0.1326006343120909 -0.092356229697926062 0.074923421594039502 -0.013377209819055184 0.085613460179638751 -0.1376977208811751 0.10615121441508675 -0.13986507425005193 0.07517329659132084 -0.15824083834398503 0.045211758496545081 0.014249208673391337 0.074334830058276416 0.016667814430579405 -0.12102390375049255 -0.1328676525050369 0.046562194659849149 0.024826281525899462 -0.14102499501787791 0.029509831928669534 0.066824196345757245 0.0021193526915551236 -0.060906193224515695
leaf_weight=0.31615675822831635 0.68928776530083169 1.4154875389067454 1.3634313190123055 1.1578106435481452 31.222174303489737 0.46327634225599468 2.0749342261115089 3.2618608567863685 2.4106019190512589 5.7348310466622925 2.8993862504139534 1.8464348120614884 1.3480425570160148 1.5174116156995294 1.2305692639201882 3.4036960024386635 1.4994680313393471 9.0017941854894179 1.6148031977936623 3.4728931821882716 6.9427555724978465 4.6587919248267999 4.0101747838780284 1.4950615260750053 9.0362393991090375 2.5276413429528457 3.7362386584281921 4.2936401292681685 157.22865498741157 3.0712745022028685
leaf_count=66 264 410 37 46 810 3 334 39 104 87 33 12 21 7 25 16 31 41 24 16 37 152 88 17 67 20 28 35 1127 37
internal_value=-0.000116781 -0.0689551 0.000437187 0.000744767 0.000294308 0.0289205 -0.070581 0.00115095 0.0155226 0.0225592 -0.00132947 -0.0414171 -0.00206048 -0.0304074 0.00274391 0.00066665 -0.0627579 0.00197723 -0.0524023 0.000787892 -0.0160354 -0.0532721 -0.0279152 -0.0841397 0.0072355 -0.0113725 -0.0464121 0.00532318 0.00367999 -0.0112822
internal_weight=274.945 2.19492 272.75 272.061 270.697 0.779433 3.23274 267.464 39.3676 36.957 228.097 10.8191 7.55726 5.71083 4.36278 217.278 4.39885 212.879 2.84537 209.475 44.48 17.1068 12.448 5.50524 27.3732 18.3714 9.33515 164.995 160.702 6.80751
internal_count=4034 479 3555 3291 3254 69 380 2874 1001 897 1873 128 89 77 56 1745 64 1681 49 1665 487 294 142 105 193 152 85 1178 1143 65
is_linear=0
shrinkage=0.1


Tree=58
num_leaves=31
num_cat=0
split_feature=16 16 16 15 5 15 15 5 15 19 17 6 0 0 0 6 13 9 10 2 4 15 17 17 17 17 15 0 10 15
split_gain=1.08957 1.17492 2.03704 0.792877 1.01034 0.748081 1.23069 2.01494 1.11069 2.39081 3.90232 1.84732 2.61545 3.54344 3.51739 2.41815 2.38273 1.80727 1.70803 4.5266 2.78979 4.85726 2.04899 5.14569 5.10829 4.27869 2.27137 1.81443 1.9521 1.65648
threshold=9.2849782877000013 9.719977270450002 12.604970524100002 50.314162856800003 28.155008147450001 49.946010968500012 46.683480308100009 25.322158499750007 42.841315546000011 14.451165964200003 190.94474013770002 16.455384477450004 89.168090812600013 87.278104746850019 86.83719761350001 16.425383776450001 117.56896250265002 194.56033515110002 62.025417527550012 154.31016903475003 209.97250573595002 33.005488016050009 187.61467154115005 186.81084395895002 189.50863627480001 193.31651039250002 37.606388722050006 76.451683855550016 55.917240655200011 42.246988155050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 5 -5 6 8 -8 11 10 -10 15 13 14 18 29 17 -17 22 20 21 -20 23 26 -24 -26 27 28 -13 -4
right_child=1 2 3 4 -6 -7 7 -9 9 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.11526457346142083 0.098772612957637521 -0.10499985174930074 0.0020791348466029846 -0.11474254815371812 0.026078178677982747 0.06157099163465355 -0.09588935518942561 0.021275835832565908 0.037156632637788116 0.057351517578976344 -0.061708496796680438 0.0067894338487788659 -0.1223212314227749 0.069158202505251218 -0.11237915484025063 0.096440375378296861 -0.012254245301282957 -0.0097785910196969139 0.043131105573008852 -0.13504967883337313 0.060654215334902423 -0.12828548981745183 0.084656705158669993 -0.24228948921478632 -0.11956523567204125 0.022509804064864657 -0.076747163399299656 0.046713863092586773 -0.11303785616990465 -0.10030271722096014
leaf_weight=0.81940791534725477 1.2043695857282717 1.8426632791524742 154.08308236813173 1.3118893506471061 0.83298423141241063 2.0229088393971315 3.3402502457611254 2.6183803849853575 9.7720716735348159 10.751377383712677 6.7502836706116787 4.74886093079113 2.2154428637586525 4.967971295118331 3.76080054976046 7.3821765445172769 4.9557496942579737 2.0457318685948849 3.1564567631576192 3.7847161435056469 3.8203336398582906 3.4706358928233385 7.7443630928173688 1.0174117563292373 3.1713064075447601 6.3923710600938648 4.0085314065217963 6.5195938479155302 1.9048701387364415 1.5966827925294627
leaf_count=455 40 435 1829 41 9 10 56 20 50 75 66 208 22 26 42 90 26 11 51 32 16 25 27 9 25 42 34 50 194 18
internal_value=-0.000125519 0.000222371 -0.000217241 0.000502807 -0.0600533 0.000991094 0.000526862 -0.0444039 0.00156447 0.0206483 -0.00323517 -0.000691182 -0.0156698 -0.0116287 -0.0191304 0.00465364 0.0438836 0.0733923 -0.0120799 -0.0413498 -0.00740579 -0.0466405 -0.000347851 -0.0237744 0.024285 -0.0246021 -0.0108352 0.00922129 -0.0275154 0.00102909
internal_weight=272.014 271.194 269.99 268.147 2.14487 266.002 263.979 5.95863 258.021 27.2737 16.5224 230.747 60.6837 58.4682 53.5003 170.063 14.3837 9.42791 49.7395 14.2321 10.4474 6.62709 35.5073 18.1993 17.308 9.56368 17.1819 13.1733 6.65373 155.68
internal_count=4034 3579 3539 3104 50 3054 3044 76 2968 191 116 2777 803 781 755 1974 127 101 713 124 92 76 589 495 94 67 486 452 402 1847
is_linear=0
shrinkage=0.1


Tree=59
num_leaves=31
num_cat=0
split_feature=15 9 9 8 19 6 18 16 15 19 16 15 7 15 19 16 10 17 8 13 5 9 17 18 15 8 17 17 0 7
split_gain=0.980385 0.776899 1.0871 0.833582 1.27016 0.843465 0.976158 1.24235 3.8525 1.08356 1.0154 3.58389 4.69781 4.01605 3.38461 2.13338 1.98252 3.50798 2.25645 1.86266 1.64321 1.6709 2.84747 3.33107 2.63348 4.20124 1.74425 1.63513 2.0957 1.6181
threshold=11.939171177750003 38.295222230400007 29.501628670900001 2.0484014478500003 13.051052998800001 7.3351713851000016 17.138111898250003 17.684958644900004 20.903251014350001 12.651020723000002 18.684956306450005 29.037712645600003 23.729953793150003 27.980927088250002 12.851036860900001 18.754956142750004 70.206395618550019 174.23065882520004 7.5441126493500006 98.050756475600011 13.264960807550002 205.88909726980003 192.20712075930001 14.738651916450001 23.292710050100002 8.3434888241000014 183.35201426355002 200.37850214585004 94.300357383600002 25.297859295400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -5 10 8 9 -8 11 13 -13 14 19 -12 17 -16 -18 -7 -21 26 23 -23 25 -24 -22 -14 -29 -17
right_child=1 3 -4 5 -6 6 7 -9 -10 -11 15 12 27 -15 16 29 18 -19 -20 20 21 22 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.1154625244119145 0.032293584788173804 -0.11215260927657285 -0.12637204691759127 -0.069820121252561679 0.11195683542570765 -0.11121518207840222 0.088730746787233014 0.11110277406829923 -0.11805436301501193 -0.050300570864554452 0.067765328013514578 0.074777544471987853 -0.13496871627324003 0.078452406441550562 -0.17317419624558592 -0.0010456205188605799 0.052016147981494412 0.075238194135370168 -0.11300740028339439 0.076442368811162439 -0.010593124364475588 0.024805833307456945 -0.12852576840130098 -0.13197784166697568 0.081733778263348239 0.089517404579117388 0.046277173637167886 0.10151356864557218 -0.10930865645747692 0.034861356122142528
leaf_weight=0.73457430611597274 0.70492760464548965 0.30984622653340821 1.1145852384506723 1.708316548669244 1.3758591488003729 1.389581090887076 3.3800399796455158 1.7156960703432558 1.5887762214988468 0.67202132439706463 4.9947051461786023 1.8031846173107604 5.2392039699479938 5.6150751220993689 0.78145158500410472 173.93167740199715 0.95673687336966384 2.0858305867295712 6.1856269082054496 3.0983838057145467 10.934315143269489 2.0606906800530833 2.2251513004302983 3.9578648363240063 3.2277821488678455 1.4657784700393675 10.642045096028594 0.76399740576744068 1.2316597513854501 13.526099551469086
leaf_count=437 141 103 154 112 19 238 100 17 51 17 39 23 180 35 82 1385 5 71 154 23 326 15 45 42 18 8 68 3 47 76
internal_value=-9.39585e-05 0.000221452 -0.0649008 0.000665458 0.0707637 0.000219858 0.000673985 0.0365888 0.013925 0.0656729 -0.000357609 -0.0113051 -0.0696352 -0.00165421 -0.0108318 0.00326387 -0.0627044 0.00753566 -0.0909021 0.00248117 0.00668169 0.000419085 -0.0279959 -0.0782967 0.0157605 -0.0419343 0.0174568 -0.105628 -0.0285996 0.00154526
internal_weight=269.421 268.687 1.81951 266.867 1.68571 265.182 263.473 7.35653 5.64084 4.05206 256.117 63.6644 9.03805 54.6263 49.0112 192.452 10.0096 2.86728 7.14236 39.0016 37.612 34.5136 12.9373 6.01856 6.91871 3.69093 21.5764 7.23486 1.99566 187.458
internal_count=4034 3597 295 3302 122 3180 3068 185 168 117 2883 1383 253 1130 1095 1500 312 153 159 783 545 522 128 57 71 53 394 230 50 1461
is_linear=0
shrinkage=0.1


Tree=60
num_leaves=31
num_cat=0
split_feature=10 7 0 13 10 13 17 10 16 0 7 6 9 8 6 7 7 7 7 2 18 10 13 5 6 15 6 5 6 18
split_gain=0.859853 0.82017 1.59214 0.931744 2.34003 1.55034 1.44219 1.46 1.93656 1.99537 1.82143 2.90048 1.30871 1.1626 2.61832 1.06189 1.02241 2.95919 1.9105 1.6536 1.33458 1.22942 2.37526 1.44024 2.77741 2.91059 2.23273 2.74532 2.17299 3.27629
threshold=54.879495816850003 19.078733418100004 75.462331263550013 121.87049551135001 60.613977009100005 118.53949588775002 162.57770630285003 61.622148808000013 22.744946812400002 85.667718326750006 19.506002767000002 16.545386580300001 226.28914430085004 9.3427090425500019 16.705390318750002 22.444423115000003 22.105125139000005 20.873561687950005 22.233191240750003 53.810443956900009 12.909082926650003 61.901748453550006 117.67650082785001 21.850554661550003 16.455384477450004 39.883592142850006 16.605387982250004 21.197160116700001 16.425383776450001 13.154691941050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 12 6 -6 -8 9 10 -9 -12 -4 14 16 -13 17 -11 -18 -19 -20 -22 23 24 25 28 27 -26 29 -23
right_child=1 2 3 -5 5 -7 7 8 -10 13 11 15 -14 -15 -16 -17 18 19 20 -21 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.10338480183231345 0.036302731125779079 -0.11907760494220694 -0.10534655306364847 0.060161060562553062 -0.10809557431029096 0.10440650066360034 -0.074088043227466163 0.11408062489016479 0.063754846981852784 0.053707127007708827 -0.1325309901490806 -0.067516340288634166 0.031371094295443117 0.051406652770083355 -0.11105110271412973 0.038096930262572944 0.073172412829562147 0.016233615432341194 -0.063598635684022894 -0.1494354759266415 0.045397309876854586 -0.093154234388659551 -0.083964093935117889 0.01662188186596748 -0.10911275537228096 -0.14204552239603499 0.025103717809313086 -0.010406915229537331 0.051016891150588883 0.0028093885568980358
leaf_weight=0.80365560087375243 6.1497506307787253 1.1302049871883344 3.2150152239482841 2.5381549745798102 1.2304025263292704 1.4276903867721547 2.6012775630224487 0.62610948085784812 4.8550501223653546 1.9309591846540559 3.3180554473074153 1.6221495157806205 0.89508276432752598 4.600788813084363 2.0799758583307257 2.3044468639418483 3.7776582918595514 0.8266616836190227 3.1096457690000525 2.221710700832773 6.4459826946258536 3.663332011550664 3.2350907810032359 52.838552457280457 6.3160425797104818 1.3899840880185355 3.6159731964580706 5.087447427213192 8.9520435407757741 123.38116657943465
leaf_count=125 122 184 93 16 251 10 27 2 24 38 122 47 6 26 17 14 26 5 20 95 26 26 22 331 62 24 23 22 100 2128
internal_value=-0.000103782 0.000208979 -0.000647257 -0.00012867 -0.000727432 0.000495917 -9.74192e-05 0.000436669 0.00122408 -3.3836e-05 -0.0495565 -0.0636986 -0.0755727 0.00163566 0.000635159 -0.00553386 0.00165946 -0.0431537 0.00266545 -0.104509 0.00144385 0.00238491 0.00105501 0.0023951 -0.00253728 0.00192621 -0.0433658 -0.065077 0.00339771 4.22745e-05
internal_weight=266.19 265.386 259.237 258.106 255.568 251.458 250.031 248.8 246.199 241.344 7.87076 7.24465 4.1101 233.473 228.872 3.9266 226.792 4.97933 221.813 3.04837 218.035 214.926 208.48 205.245 152.406 137.387 15.0195 11.4035 135.997 127.044
internal_count=4034 3909 3787 3603 3587 3488 3478 3227 3200 3176 185 183 99 2991 2965 61 2948 138 2810 100 2784 2764 2738 2716 2385 2278 107 84 2254 2154
is_linear=0
shrinkage=0.1


Tree=61
num_leaves=31
num_cat=0
split_feature=10 6 18 17 2 9 17 3 17 0 7 13 6 18 8 8 2 17 12 5 8 12 4 14 4 8 17 17 16 10
split_gain=0.775468 0.966715 0.761443 0.992011 2.15358 1.20637 1.41767 1.16804 1.01849 1.2141 1.40677 1.59246 0.973259 0.913594 1.14918 1.48709 2.8983 1.44318 1.38918 2.11409 2.17482 3.6189 1.58282 2.20332 2.61934 1.36096 1.77777 4.95535 1.81925 2.07738
threshold=54.879495816850003 5.1651206822000004 11.284811422350002 168.59667799010003 41.467794892200004 64.765169068750012 162.13109061465002 78.387373709500011 174.57458007295003 81.446839061900008 19.078733418100004 121.87049551135001 16.455384477450004 12.305297263050003 9.5425530862500008 8.9430209551500024 73.245799595050016 205.45998821870003 90.84682862195001 19.476154597300006 8.2435668022500028 69.826413229550027 158.33173836080002 161.40546423680004 162.53166217615004 8.7431769115000026 183.35201426355002 182.50770257345002 22.724946859200003 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 -3 4 -4 -6 -7 -8 9 10 -5 -12 -9 -10 15 18 -17 -18 19 20 21 -15 -20 -24 -25 26 27 -26 29 -28
right_child=1 2 3 8 5 6 7 12 13 -11 11 -13 -14 14 -16 16 17 -19 22 -21 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.1030696183851654 -0.10062632284809669 0.065206759483947954 -0.29929382347393491 0.042493813020498379 -0.11578166804989298 -0.10930168392103312 -0.11119142338420421 0.067899636905049368 -0.073943289898592932 0.069052121346189807 -0.13388071283356459 0.075207169876297664 -0.03474837637694124 0.052799652556040758 0.059136407395308982 0.039667645263075521 -0.14175551069351669 -0.03172704689291099 0.068421363174069119 -0.11294352347369514 0.014068349454031074 -0.15925185260329947 -0.069760620124132519 0.091824493026781029 -0.007692735066011723 0.03606408162966096 -0.030179270007072753 -0.1902934748239884 0.054394936159233555 0.0042014745377357606
leaf_weight=0.72928822180256148 0.94767863088054483 1.8091495413100336 0.29775248467922111 2.6235432182438654 1.2129235257743856 1.0941056423471307 0.62370898161316279 2.9106337812263519 1.6622073574690137 4.7402186117251404 1.250614156713709 0.51395802199840535 1.3530990813160313 1.2901726439595216 3.2910216702148309 2.6446536630392066 2.5708876566495746 2.2227712497115135 3.6460484638810149 2.4710726588964453 9.0262596234679204 2.1393175960984081 4.1975415721535674 3.2981818020343772 8.1028201291337592 11.090622095158322 19.776960099407006 1.8199821187881742 6.4605085961520663 157.81542927917326
leaf_count=125 659 19 3 45 61 193 71 30 26 86 65 3 100 5 27 17 48 19 28 19 66 71 34 11 214 79 137 31 35 1707
internal_value=-9.48196e-05 0.00019083 0.000555556 0.00010595 -0.0357538 -0.0248469 -0.00640732 0.0166267 0.00116933 0.0339631 -0.00394143 -0.0729807 0.0353242 -5.99061e-05 0.000447856 -0.000361729 -0.0443719 -0.0907364 0.00105459 -0.0284506 -0.0116882 -0.0794782 0.00309161 0.00197101 0.00341606 0.00199414 4.61845e-05 -0.0411843 0.00226903 0.000372782
internal_weight=263.633 262.904 261.956 260.147 7.49222 7.19447 5.98155 4.88744 252.655 9.12833 4.38812 1.76457 4.26373 243.526 241.864 238.573 7.43831 4.79366 231.135 14.9268 12.4557 3.42949 216.208 212.562 208.365 205.066 193.976 9.9228 184.053 177.592
internal_count=4034 3909 3250 3231 458 455 394 201 2773 199 113 68 130 2574 2548 2521 84 67 2437 161 142 76 2276 2248 2214 2203 2124 245 1879 1844
is_linear=0
shrinkage=0.1


Tree=62
num_leaves=31
num_cat=0
split_feature=15 6 0 10 3 5 5 13 0 10 10 15 6 0 10 10 0 18 13 17 6 9 19 17 5 6 7 5 19 10
split_gain=0.745642 0.793129 2.95184 4.74269 3.53407 2.9848 2.95986 2.58023 2.40866 4.43144 4.35678 5.66656 3.02213 2.3276 2.71658 3.11687 1.90211 3.25082 5.77283 4.02018 3.90622 2.61982 2.54334 2.22066 2.0732 2.79444 4.13387 2.0204 1.64359 1.58191
threshold=50.314162856800003 15.255356438950001 93.399723909900004 69.873026810350026 86.589859465500012 18.331264779650002 19.865285687250005 110.59241365410001 90.407470010750018 66.590419433100024 65.611820673600008 34.694997775350011 15.425360411050002 92.313586825200005 65.687097501250022 62.837331883000012 86.565663342300013 13.3584252364 117.55283175385001 192.20712075930001 16.375382608200002 197.02865361825005 12.451004585100002 191.08747234645003 21.042547594650003 16.235379337050002 23.445318439400001 23.854886427500002 13.251069136700002 62.068432857650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 7 -5 -6 10 -10 16 -12 -11 14 15 -7 17 19 21 20 22 -19 -3 28 25 -18 -27 -20 -22 -30
right_child=-2 8 3 6 5 13 -8 -9 9 12 11 -13 -14 -15 -16 -17 24 18 27 -21 23 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.19536556951905493 -0.061842831045716695 0.028616193159784972 0.078348084551014649 -0.0022485515651753324 -0.030708877964789279 -0.055665584178868965 -0.10937304702040714 -0.1841000021272218 0.10021941670346834 0.058711270235114313 -0.21280428087491954 -0.0013364565764645566 -0.071502562083113758 0.092526501251850746 -0.12717055293747673 0.072330076235753715 0.051178516503557737 -0.20336873256271551 0.032716207822803968 0.068673489755680203 -0.085200049549969611 -0.068732492237357182 -0.14161015475248556 -0.099589917920645019 0.036229534670943746 0.0043629162324625289 -0.13680146874777052 -0.04429455092100601 0.0037476459473134204 0.052083133064634593
leaf_weight=1.4122969460440824 1.9410548836458463 1.2169007665943343 7.306819404999259 79.910913586965762 2.4117590334499281 4.1719368096091767 2.6652773451642124 2.0110441613942385 7.0873974189162237 3.3157553132623434 2.1568255026359102 3.0719750262796879 3.8541648020036519 2.0573022574535562 2.0386623970698565 3.4974534357897937 4.9132252633571616 2.3506357398582649 7.2202987379860115 8.9810541570186597 1.8259807291906316 3.7523782425560057 3.1489165637176484 1.9897790551185597 30.163108746870421 6.3372086435556394 3.0840037874877453 6.4499361608177423 43.014042718335986 8.0358987739309651
leaf_count=19 50 13 52 1963 58 39 126 18 40 18 27 20 39 14 62 102 26 29 36 56 300 29 53 21 195 44 42 88 409 46
internal_value=-9.41246e-05 0.000367838 -0.00620647 0.00112682 -0.0436565 -0.030421 -0.00570616 -0.100456 0.00501765 0.0441447 0.000966837 -0.0885647 -0.0112847 -0.00409381 -0.0245693 0.00270397 0.00450043 -0.00402073 -0.039722 0.00632824 -0.00312494 -0.120589 -0.0941623 0.00411916 0.0213495 -0.00996174 -0.0418468 -0.00361927 0.00802185 0.0113563
internal_weight=261.394 259.453 107.483 89.883 17.6005 16.1882 82.5762 4.4228 151.969 14.2573 137.712 5.2288 7.16992 11.7654 9.70805 7.66939 132.483 87.9858 19.7732 68.2126 59.2315 6.10301 4.36582 54.8657 44.4975 14.3344 9.42121 13.6702 52.8759 51.0499
internal_count=4034 3984 2453 2141 312 293 2089 76 1531 97 1434 47 57 217 203 141 1387 1080 182 898 842 58 66 776 307 112 86 124 755 455
is_linear=0
shrinkage=0.1


Tree=63
num_leaves=31
num_cat=0
split_feature=9 2 2 9 7 18 17 17 16 7 19 10 7 6 5 13 13 19 15 8 9 18 0 5 15 0 10 10 5 18
split_gain=0.673753 1.03608 0.754832 0.687823 0.721463 3.61517 3.39265 3.46215 3.33068 2.28923 3.90113 4.00541 3.10331 1.86295 3.64363 4.38559 4.14289 2.16367 2.72249 2.52364 2.43781 1.9723 2.62701 2.95041 4.78149 1.90616 4.14756 3.60078 1.97195 1.8852
threshold=38.295222230400007 135.72285180265001 134.33885108415004 43.860847004400007 23.109894804950002 13.314799198000001 191.58460912770002 191.08747234645003 22.544947280100004 22.720542346200002 14.351157895250003 61.993156030000002 22.516377366000004 15.255356438950001 20.016397659050003 116.86189801435002 115.12515406205002 14.251149826300002 36.346245650200011 8.543332867800002 207.30588428080003 13.3584252364 86.479632682150012 24.393336510100003 42.246988155050012 93.399723909900004 63.530954080650012 69.999384342500022 19.234448447350001 13.793345552600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 6 7 9 -7 12 11 -11 -5 14 25 16 -16 -15 19 -19 -21 -20 23 24 -23 26 -6 -27 -28 -29
right_child=3 -3 -4 4 13 8 -8 -9 -10 10 -12 -13 -14 17 15 -17 -18 18 21 20 -22 22 -24 -25 -26 27 28 29 -30 -31
leaf_value=-0.10520455094647184 0.07076770379322965 -0.12143909729299213 0.1184930038695029 -0.0078136399179224384 0.047075804597211023 -0.026007905143260041 0.067291025380155814 -0.13291668862590553 -0.14205933944209123 0.0045257797192370091 0.012945962554529006 -0.16396203791649244 0.04865668905551835 0.043808835807950072 -0.093450728750702622 -0.24420177241852478 0.10455220628358129 -0.096127559129237983 0.075527187932509343 0.053810895887290322 -0.06312431460414733 -0.11983787549004084 0.026130918140320342 -0.13456566023721273 0.043330637926706328 0.078574103380591467 -0.13531903133856402 0.13569694469608912 -0.015380202586442057 -0.0030963991169809966
leaf_weight=0.23616780078736965 1.3798683756031085 1.0943749605794435 0.41752020665444434 34.424934348848183 3.2834537066519243 9.3026348417042737 6.9897983721457413 2.0831784270703784 3.3685464592417693 2.3047612772788835 6.6314761324319988 3.6382051310501993 13.566835688427089 19.942386815906502 3.7139645668212315 1.2735138759016988 1.4769519120454786 4.5062966886907798 5.0784441949799648 3.8302765712141991 3.3352342266589403 2.5670977500267309 26.283505331724882 2.2423874554224303 5.9784123655408621 6.0902915642363942 3.864247179008089 0.99142512679099937 2.1244276942452416 75.866037571569905
leaf_count=66 108 410 3 768 16 206 52 20 38 11 47 38 79 120 127 16 15 45 29 23 34 29 185 40 51 28 48 2 13 1367
internal_value=-6.65356e-05 -0.0619386 0.0376744 0.000355721 -2.56562e-05 -0.00772839 0.00121123 -0.0061613 -0.0568594 -0.00180154 -0.0397827 -0.0986202 0.00815001 0.00365089 -0.00533516 -0.0779107 -0.0371137 0.0156728 0.00524759 -0.0374923 -0.000617369 0.0170828 0.00907645 -0.0324749 -0.00568569 -0.000247756 -0.0432489 0.00455903 -0.0927718 -0.00130603
internal_weight=257.887 1.74806 0.653688 256.139 254.759 82.3104 69.6392 62.6494 12.6712 60.5662 12.5744 5.94297 47.9918 172.448 98.6843 6.46443 5.19092 73.764 53.8217 11.6718 7.16551 42.1498 37.0714 10.7879 8.54551 92.2199 9.27213 82.9478 5.98867 76.8575
internal_count=4034 479 69 3555 3447 1259 1015 963 244 943 96 49 847 2188 1632 158 142 556 436 102 57 334 305 120 80 1474 77 1397 61 1369
is_linear=0
shrinkage=0.1


Tree=64
num_leaves=31
num_cat=0
split_feature=19 8 13 6 6 2 14 7 15 5 16 17 15 15 18 17 10 17 5 15 15 2 4 16 16 2 9 5 9 9
split_gain=0.66227 1.12516 1.11724 0.911042 0.897954 2.2338 2.63094 1.71009 0.880271 3.19805 3.00005 2.67633 1.16795 2.9518 1.73977 1.90938 1.85638 2.20255 1.3232 1.25963 1.70111 1.45491 2.77778 2.55471 4.72797 1.6236 1.5569 1.72565 1.43203 1.89428
threshold=14.651182102100002 8.6432548896500023 121.87049551135001 18.195425133200001 17.755414852450006 56.478612905150008 194.20226397200003 21.844899366700002 45.169600924000008 24.107645372150007 22.614947116400003 188.95754880325003 41.29990759910001 40.94720173475001 13.431026577400003 190.38166638035003 62.030794443850006 204.75389752000004 23.314013922700003 40.42701969085001 39.883592142850006 223.66947801700005 318.0949631001501 22.634947069650003 22.554947256700004 200.74412770730004 219.96883426190004 13.955288807050001 214.31567825310003 211.04147598835002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 8 -6 -7 -8 12 -10 -11 -12 13 19 15 18 -16 -18 -14 20 21 25 -23 24 -24 26 28 -28 29 -1
right_child=1 3 -4 -5 5 6 7 -9 9 10 11 -13 14 -15 16 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.001844741060561677 0.049874656301672718 -0.063115774572020847 0.073122265569999165 0.030314813382125695 0.046376775382325881 -0.16270252048054759 -0.13417066630882801 0.034723309801974668 -0.14169558690888862 0.033801351838337282 0.0023959610233249932 -0.13332618605184363 0.047542523725531333 -0.085287919861922301 0.09864019978670524 -0.050200303719764798 -0.033971463009357362 0.090316903877482091 -0.019769071632108295 0.044504185316389847 -0.069882332078576553 -0.2320836059513503 -0.021783499983506861 0.10577065675060256 -0.30461420594708333 0.041113373783544176 0.071350307134369143 -0.080130385456416764 0.037119272958680241 -0.04749807958452535
leaf_weight=131.41256173374131 6.6116733956150693 2.0888769766315818 2.0108188893645993 2.0857764575630426 2.2313771909102789 1.9977668551728127 0.84145418473053757 2.084918070351705 1.9986259532161046 7.9137545237317664 3.1260590669699013 2.7145581988152117 7.6826491728425079 4.146180302836 4.7175695858895761 5.2085625994950524 3.6374923503026366 2.3450250923633575 4.7113425079733133 6.1555558783002189 3.565679069608449 0.67068650643341143 8.7584333794075029 1.360086329281329 0.63381794467568475 10.100299608835483 0.91001530585344781 4.3319940236397088 10.557548128650522 8.2699021153384802
leaf_count=2069 36 20 23 21 20 93 78 40 27 62 38 72 29 34 22 34 25 26 28 37 36 22 612 12 6 231 33 53 95 100
internal_value=-3.82246e-05 0.0242106 -0.00110976 -0.0164352 -0.00172635 -0.0366236 -0.0742353 -0.0138408 -0.000663442 -0.023496 -0.00632062 -0.060684 0.000977625 -0.00183335 0.0199348 0.000604585 0.0517348 0.014747 0.0219553 1.97172e-05 -0.00149673 -0.000119139 -0.0346368 -0.0223209 -0.0408698 0.00226213 -0.000261691 -0.0538333 0.00160747 -0.0010766
internal_weight=254.881 10.7863 244.095 4.17465 242.084 7.15552 4.92414 2.92637 234.928 15.753 13.7544 5.84062 219.175 190.873 28.3026 17.6026 10.7001 5.98252 12.394 186.727 180.571 177.005 11.423 10.7523 9.39225 165.582 155.482 5.24201 150.24 139.682
internal_count=4034 77 3957 41 3934 231 211 118 3703 199 172 110 3504 3340 164 91 73 51 57 3306 3269 3233 652 630 618 2581 2350 86 2264 2169
is_linear=0
shrinkage=0.1


Tree=65
num_leaves=31
num_cat=0
split_feature=10 7 0 14 18 7 7 17 5 10 4 13 8 3 17 13 10 6 6 7 3 13 7 6 7 0 6 5 7 10
split_gain=0.639032 0.746907 1.29432 0.866009 0.730745 1.08971 1.97753 1.90923 1.6921 1.30728 1.143 1.09887 1.28164 1.27247 1.89125 1.86062 1.19244 0.903571 1.5699 0.915922 3.38185 3.0867 2.97612 1.90699 1.10033 1.9012 1.07 3.14117 3.3078 3.16464
threshold=54.879495816850003 19.078733418100004 75.462331263550013 374.58832619585007 11.378012076300001 21.725272673150005 20.861906850000004 168.59667799010003 29.996566321350006 60.613977009100005 120.66459519255001 117.69263157665002 8.4434108459500017 93.980430866100008 184.67080164680002 117.67650082785001 61.923256118600001 18.195425133200001 17.755414852450006 22.721067571950005 93.819123378250012 117.61735474900001 22.747724408400003 6.9501623894500009 22.444423115000003 89.415428960600011 15.255356438950001 20.016397659050003 23.433599577300004 62.837331883000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 -4 6 7 -6 9 -7 -8 13 -13 15 -15 16 -11 18 19 21 22 24 -21 -24 25 -18 27 28 -25 -29
right_child=1 2 4 -5 5 8 10 -9 -10 11 -12 12 -14 14 -16 -17 17 -19 -20 20 -22 -23 23 26 -26 -27 -28 29 -30 -31
leaf_value=-0.10292809001435087 0.053759446677152226 -0.11708898770399939 0.091048734845195003 -0.046091886607766114 -0.077864753829516964 -0.1122304388607937 0.065607991088407813 0.052953889710630711 0.10234691235233143 0.1080906788586371 -0.093768153993383729 0.05952311947487321 -0.0033017899676618962 0.032079467056808357 -0.12077900123989181 -0.076496139647767303 -0.037355791946259369 0.077547596741470451 -0.092044825149716347 -0.12546853244188005 -0.12895837668294605 -0.067613022497932634 -0.11389558255450188 -0.14682323857365742 0.049765964316561252 0.059761968886672005 0.010623578842610238 -0.217609352921456 0.0020707744769716285 -0.038027103363630153
leaf_weight=0.6020565708167841 4.7720101869781493 0.95044135744683345 0.87514352798461814 1.0618686284869907 1.6437046000501121 1.0299909389577795 0.50048924237489689 3.4725444834912196 1.6324417442083348 1.0364359527593467 4.4595814138883725 6.6679766923189145 6.3294582674279809 1.3207895224913948 2.0905462711816654 3.1365664899349204 4.7764103951631167 1.5137663595378388 1.83637274801731 1.8770765014924098 2.0635426754597566 3.5801491513848296 1.4302622299292114 1.5173173210350785 13.804146432958076 3.4874969168449752 79.73730184789747 1.2384601980447758 89.618719317368232 4.7256005820818245
leaf_count=125 87 184 5 35 101 47 4 59 13 7 176 34 34 15 78 22 36 9 16 14 48 23 690 32 115 68 534 16 1264 143
internal_value=-2.58072e-05 0.000219856 -0.00061762 0.0355847 -0.000166527 -0.000492979 -0.0326937 0.0109256 0.000890957 0.000179584 -0.0776865 0.000679096 0.0289288 -0.000999098 -0.0615958 -3.93244e-05 0.00109057 0.000565496 9.76447e-06 0.000823049 -0.00166748 0.0185161 -0.000209375 0.00110955 0.032489 0.00362941 0.00203971 -0.00500925 -0.000408151 -0.075318
internal_weight=252.789 252.187 246.353 5.83388 245.402 244.527 10.0763 5.11625 234.451 232.818 4.96007 231.788 12.9974 218.791 3.41134 215.38 212.243 211.207 209.693 207.856 182.208 25.6482 180.145 178.268 22.0681 8.26391 176.837 97.1001 91.136 5.96406
internal_count=4034 3909 3787 122 3603 3598 340 160 3258 3245 180 3198 68 3130 93 3037 3015 3008 2999 2983 2741 242 2693 2679 219 104 1989 1455 1296 159
is_linear=0
shrinkage=0.1


Tree=66
num_leaves=31
num_cat=0
split_feature=16 16 16 15 5 0 2 18 7 3 16 15 13 16 2 10 19 14 19 12 0 16 17 9 6 12 9 17 16 4
split_gain=0.743801 0.993077 1.60721 0.60324 0.748035 1.92843 1.40912 1.57434 1.83982 1.3453 1.77686 1.11107 1.36968 1.62427 1.06731 1.03136 0.991014 1.04621 3.56639 2.59238 2.05667 2.33545 3.71712 1.77346 1.69123 1.62706 1.48924 1.92165 1.46236 1.46548
threshold=9.2849782877000013 9.719977270450002 12.604970524100002 50.314162856800003 25.767562150000003 81.446839061900008 319.18044405035005 11.928667296000002 21.725272673150005 108.56262776565002 21.094950670800003 46.683480308100009 117.56896250265002 22.584947186600004 258.06114663960005 60.613977009100005 14.651182102100002 374.34418077925005 14.351157895250003 248.60872946435003 86.162394622750014 22.644947046300004 205.83789591070004 202.67187917800004 15.51536251395 241.11057232950003 219.96883426190004 203.92158861145001 22.594947163200004 325.47117591905004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 9 14 -6 -11 15 -13 -14 -9 -4 17 19 23 25 -21 22 28 -19 -25 26 -17 -28 29 -22
right_child=1 2 3 -5 5 -7 -8 8 -10 10 -12 12 13 -15 -16 16 -18 18 -20 20 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.11247403405345545 0.098147480596430428 -0.1043734978664833 -0.075710983858581091 -0.05842575429999522 0.077334218016671175 0.085131464814863847 -0.11149659274817413 -0.10136629820895718 0.10665017554385253 -0.10660269048159327 0.12505918337521624 -0.12697325186210229 0.053635837910931121 -0.077865056670651842 0.10812543263273591 0.0013455596768418914 0.036746985370428219 -0.15026413554814488 0.098824390707063781 -0.1735003252265552 0.075162705095128748 0.076178590896677778 -0.17455418711753196 -0.044155249272733413 0.094650486908417486 0.063820082413644993 -0.14331168171573055 -0.01479887871736631 -0.086622439861430298 -0.04553187502763438
leaf_weight=0.58685240175691333 1.0316755227395322 1.4713238546391938 1.7576922110747535 1.7279258131748054 3.9171523613040318 3.7114771818742147 1.0086326387245197 2.3301019273931169 0.66706995666027058 1.0455163826700298 0.48452448844909657 1.4927394934929896 1.8329162374138834 1.9265828025527296 0.27153581660240877 187.46501849038759 7.5738748759031287 0.92933702166192045 4.3371967375278473 1.1847148267552245 2.1176564656198007 1.606644995510577 1.9868781321565618 2.5578118260018532 1.3364070020616052 4.0520499530830412 1.5990763115696598 4.2719511999748647 2.0075332224369049 1.9164421452442182
leaf_count=455 40 435 75 50 46 29 41 199 4 129 1 30 8 39 4 1873 46 134 37 28 10 10 57 80 15 26 26 56 16 35
internal_value=-2.54409e-05 0.000238924 -0.00016741 0.000453029 0.00086763 0.0238079 0.000403046 0.0133524 -0.041512 0.0462751 -0.0332413 -0.0004612 -0.0459312 -0.0137528 -0.0795014 0.000592258 0.00118849 -5.04926e-05 0.0330241 -0.00150571 -0.0491653 -0.0338774 -0.0559015 -0.0261416 0.00347971 0.00110676 -0.000207623 -0.0498016 -0.0168808 0.0178254
internal_weight=250.206 249.619 248.588 247.116 245.389 13.436 9.72453 8.7159 3.26871 5.44719 1.53004 231.953 5.25224 3.7595 2.60164 226.7 224.943 217.369 9.16075 208.208 10.8199 9.63515 8.02851 4.82356 3.89422 197.388 193.336 5.87103 6.04163 4.0341
internal_count=4034 3579 3539 3104 3054 453 424 383 207 176 130 2601 77 47 203 2524 2449 2403 266 2137 156 128 118 229 95 1981 1955 82 61 45
is_linear=0
shrinkage=0.1


Tree=67
num_leaves=31
num_cat=0
split_feature=3 18 16 15 15 7 4 9 14 16 0 16 19 9 19 9 6 19 16 5 15 17 16 15 15 18 4 9 5 2
split_gain=0.715375 0.740085 1.18279 2.92722 0.800852 0.845947 0.60196 1.76439 1.73072 1.83212 1.98313 2.89405 1.75825 1.02337 1.07638 4.83577 3.01641 1.78411 3.074 3.43104 4.80229 2.56685 2.46339 2.25518 2.40312 2.14161 2.60818 2.09096 1.82832 1.81248
threshold=71.961958777700019 17.138111898250003 17.684958644900004 20.903251014350001 16.701947052500003 18.748507117750005 244.52697497700004 219.21617201485003 245.89181903565003 22.674946976100003 85.861287312150012 22.824946625350005 14.651182102100002 215.54845996915003 14.551174033150001 188.63457064660003 16.555386813950005 14.451165964200003 22.604947139800004 20.374719724350005 31.385732506450001 171.92791459955001 19.199955102150003 31.025894238900005 30.404760455250003 13.043896815850003 223.326937759 197.02865361825005 29.026000224750003 101.23478163165002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 5 -2 7 13 -8 12 11 -11 -10 14 17 -16 -17 18 19 20 23 28 -22 24 -6 -20 -27 -19 -21 -24
right_child=1 2 -4 -5 6 -7 8 -9 9 10 -12 -13 -14 -15 15 16 -18 27 25 21 22 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10105233497540334 0.077322695548838832 0.054057119155288359 0.10957098264570204 -0.1164455365140378 0.0097341335339506257 -0.11244557493820834 -0.091557058220852167 -0.068710410975566641 -0.012284705341653115 -0.11972798546590213 0.078448750596908354 0.052167235663879478 0.051797729847506371 0.054568975817129974 0.063304665941350327 -0.12473029518080368 -0.0037609163204689201 0.058186272631895769 -0.010731291814186965 -0.11645562737065672 -0.013420255906704879 0.054234449226279027 -0.064331365989223718 0.10957943823192424 -0.10129044578387203 -0.15150876895418441 -0.017845511477786447 -0.026859014884942106 0.040808404236327533 -0.18184692186142776
leaf_weight=0.69894445629324664 0.29385566164273669 3.911299002240411 1.5488904714584348 1.3560033516259862 51.038816175598186 1.1709972714597823 2.3244072136003515 3.2676711464300743 80.082376775797457 1.5942535633221249 5.256952878087759 2.5397727489471436 4.5234046331606796 4.1454709027893832 4.2196919955313197 4.4127845969051105 3.8681967351585627 12.235012796707453 10.697414250113072 1.6249621165916353 5.0190178425982577 21.044848062796518 3.3586587104946375 2.1665784865617743 2.0269927317276588 2.9794812621548763 2.862342166248709 3.7854200955480328 1.356274608406238 2.154268953949213
leaf_count=643 3 107 17 48 590 230 32 42 1073 26 47 39 27 35 39 40 37 64 62 239 101 258 34 14 23 24 19 27 75 19
internal_value=-2.66737e-05 0.000259357 0.0327524 0.0101633 -0.000663279 -0.0743773 -0.000210693 0.0039224 -0.00631517 -0.00420726 0.0376976 -0.0141228 -0.00885857 0.00562993 0.00412549 -0.0238251 -0.0682233 0.00698124 0.00229398 0.00959136 -0.00222392 0.0419322 -0.0641069 0.00957619 0.00549325 -0.037323 -0.0860172 0.0380912 -0.0449104 -0.110253
internal_weight=247.565 246.866 6.81619 5.2673 240.05 1.46485 238.585 142.264 96.3212 93.9968 9.39098 4.13403 84.6058 138.996 134.851 12.5007 8.28098 122.35 106.33 89.7904 65.7643 24.0261 10.5319 55.2324 53.0658 16.5392 5.84182 16.0204 2.98124 5.51293
internal_count=4034 3391 172 155 3219 233 2986 1742 1244 1212 112 65 1100 1700 1665 116 77 1549 1458 1353 781 572 154 627 613 105 43 91 314 53
is_linear=0
shrinkage=0.1


Tree=68
num_leaves=31
num_cat=0
split_feature=15 10 5 7 2 19 8 10 9 16 16 3 12 5 6 7 6 0 0 10 3 8 10 10 13 17 10 16 6 3
split_gain=0.525594 0.834864 0.665847 1.63179 1.51044 1.07224 1.57834 1.06163 2.1433 2.27734 1.53614 1.56831 1.9566 1.74681 1.03959 1.53586 0.893145 0.701864 0.675742 1.21827 1.17358 2.58102 0.942226 2.52378 2.1216 2.11991 1.32255 2.30799 3.35665 2.02329
threshold=50.314162856800003 61.778079379550007 25.767562150000003 23.478650568600006 307.89447427740009 13.851117550450002 10.142085217300002 61.622148808000013 191.29995577870002 22.794946695500006 22.744946812400002 93.980430866100008 135.71835115270002 23.545618314050007 17.475408310100004 19.078733418100004 14.815346158200002 88.872360418250011 85.812895065800021 61.966271448700006 93.819123378250012 8.3434888241000014 61.901748453550006 61.982402197500001 117.63886241405002 190.94474013770002 62.025417527550012 22.644947046300004 16.465384711100004 93.281431752200021
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -7 8 9 -1 11 18 -13 -14 15 -4 -17 -16 19 -9 -21 -22 -20 24 -24 -26 27 28 -25 -28
right_child=1 -3 3 -5 -6 6 -8 10 -10 -11 -12 12 13 -15 17 16 -18 -19 22 20 21 -23 23 26 25 -27 29 -29 -30 -31
leaf_value=-0.12468447703886142 0.035969881283066517 -0.11030492623544284 0.097976835560334083 0.11042010598477624 -0.10891923250213456 -0.081617845244857323 0.039530601010823632 -0.023978338935248415 -0.13579036239490025 0.062746527091441837 0.060060990846202957 -0.13128182374864236 0.047384833380341024 -0.11677232951539077 -0.10646110743086881 0.096898962256280446 -0.11696737522885917 0.10385870883763421 0.03934898298725778 0.077332230232035268 0.051940180776627369 -0.076254490197681199 -0.11873459930498048 -0.080025067861755061 0.036598102001761633 -0.069830397989955634 0.00085101903464504655 0.083570822414635565 0.041073845385805871 -0.040512364031570901
leaf_weight=0.94721585861407165 0.62119314074516196 1.0492690064711494 3.6170538589358312 1.8186679976060975 1.0021444802987378 2.0158410042058676 2.3050667475908995 4.5758351553231504 1.7446472425945101 2.0538925379514694 4.1989657059311858 2.053233657963573 2.0485122655518357 0.94830473366891954 0.61993793048895884 0.28764387033879746 0.60806041397154331 0.2132488489151001 5.5431079342961302 4.4506388083100301 5.0745634119957685 2.2744863308034837 3.1435563769191486 3.4102391265332681 3.4619936048984528 4.0738786682486534 155.96706097875722 5.0718182846903792 6.961002491414547 12.795859377831219
leaf_count=52 5 45 31 11 56 79 19 36 48 13 24 142 17 63 141 2 129 2 25 16 29 32 23 34 16 27 2769 23 27 98
internal_value=-8.68449e-06 -0.0559099 0.000375146 0.0228659 0.00794118 0.0200559 -0.016989 -0.000841746 -0.0476499 0.00358918 0.000140944 -0.000993145 -0.0560825 -0.00456062 0.0499977 0.068946 -0.048287 -0.0526311 0.000290061 0.0198217 0.0368071 0.0122647 -0.00130572 -0.00246206 -0.0497243 -0.0209369 0.000277988 0.0282889 0.00125448 -0.00228522
internal_weight=244.957 1.67046 243.286 12.4877 10.669 9.66685 4.32091 230.799 4.74576 3.00111 226.053 221.854 5.05005 2.99682 5.34594 4.51276 0.895704 0.833187 216.804 16.3755 11.7997 7.34905 200.429 194.885 10.6794 7.53587 184.206 15.4431 10.3712 168.763
internal_count=4034 50 3984 470 459 403 98 3514 113 65 3401 3377 222 80 305 162 131 143 3155 113 77 61 3042 3017 66 43 2951 84 61 2867
is_linear=0
shrinkage=0.1


Tree=69
num_leaves=31
num_cat=0
split_feature=10 18 6 10 18 16 16 8 8 17 16 17 8 4 19 6 6 5 0 18 13 15 16 0 18 7 10 2 15 18
split_gain=0.525446 1.1097 1.2917 0.984378 0.871531 0.809452 2.61367 0.520987 1.54068 2.40792 1.87871 1.81476 1.54479 1.28208 1.18818 0.974969 5.06464 1.69519 1.87924 1.75947 1.52553 1.33061 1.26767 2.30801 1.38407 1.95051 2.50262 4.94575 1.49068 1.45059
threshold=81.479100559500012 17.323446153950005 8.2451926476000015 82.457699319000014 17.138111898250003 17.684958644900004 14.544965987550002 7.943800736700001 8.0437227585500022 193.31651039250002 14.844965286000003 198.89195247110004 8.1436447804000007 377.6847677435 12.350996516100002 14.745344522600002 14.365335643750003 18.613387752550004 97.878695155250014 14.613481077900001 109.96062599345002 23.908355817750003 18.344957101500004 94.165934477050016 14.366548389000002 24.437987282900004 70.077349628250019 258.06114663960005 34.500740167500005 14.254777969200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 7 6 -6 13 9 -9 12 -11 -10 -1 -12 16 17 18 19 -16 -18 -21 -17 24 29 -26 27 28 -27 -24
right_child=1 2 3 -5 5 -7 -8 8 10 11 14 -13 -14 -15 15 22 20 -19 -20 21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.015710713032643136 -0.11104897929727993 -0.11573761366085467 -0.11748745254157658 0.058216408681700672 0.11315356873975609 0.10861347901770252 -0.1098869239359658 -0.12007711919205784 -0.0016597523204817937 0.05708365750952471 0.062863042036620506 -0.056435640323636509 -0.13838802499172648 -0.078973459103653651 -0.025008142274544922 0.05821124877544083 -0.11283356451859231 -0.063754515939098241 -0.038954248301291849 0.0044498423944043242 -0.0047438876598198277 0.067554257603436585 0.0020794555169858665 -0.087487227247306371 0.072719163302964809 -0.057235026790981372 0.075368366537415021 0.067040253243370471 -0.19163614865481957 -0.067003821978516759
leaf_weight=31.919737458141753 1.3162714090431098 0.77078918606275726 0.37437306065112386 2.1503277841839008 1.1454570608912034 1.4121154360473154 0.97056245943531383 2.7775837117806059 1.5460498454049223 2.5108652580529451 3.0673480387777081 3.2068632584996521 1.7750673720147458 1.4971612663939584 4.7178728077560761 4.1359015167690805 5.7361103659495702 3.201461946591734 5.3345551034435621 5.1707864478230467 1.6905556470155714 9.4447294296696764 125.22802513418719 2.8220653044991186 6.697838343679904 1.8646529391407951 3.0318168252706528 2.6055561006069183 1.4804314337670801 3.1150873228907576
leaf_count=1019 371 425 7 157 9 17 41 39 17 19 16 56 40 149 32 30 186 48 77 25 12 44 992 37 34 15 21 31 35 33
internal_value=3.75203e-07 -0.0334318 -0.00243031 0.0321623 0.000647907 0.0499797 0.0108508 -9.40602e-05 -0.00201485 -0.0436919 -0.000177167 -0.00658513 -0.0747381 0.0114686 0.00113064 0.000114116 -0.0148487 0.00470568 0.0135906 0.028089 -0.0882288 0.0452287 0.00361209 0.00207431 0.00382922 0.0318753 0.00141972 -0.0362567 -0.116717 0.000402697
internal_weight=242.718 4.61176 3.29549 2.5247 238.106 3.52813 2.11602 234.578 201.161 8.49531 192.666 5.71773 3.32112 33.4169 189.345 186.277 35.2961 27.8694 24.6679 19.3334 7.42667 14.6155 150.981 146.845 144.023 15.6803 8.98246 5.95064 3.34508 128.343
internal_count=4034 960 589 164 3074 67 50 3007 1839 114 1725 75 57 1168 1668 1652 424 226 178 101 198 69 1228 1198 1161 136 102 81 50 1025
is_linear=0
shrinkage=0.1


Tree=70
num_leaves=31
num_cat=0
split_feature=15 13 2 15 15 6 17 5 13 19 16 7 3 6 0 0 17 6 2 0 17 13 3 5 6 19 7 5 9 13
split_gain=0.529068 1.747 1.60381 0.665556 1.67638 1.4668 3.74398 1.71656 1.28162 1.38116 1.52254 2.72986 1.20205 1.05409 1.83041 2.65667 3.33236 1.60143 1.69426 1.5468 1.40683 1.38822 1.11512 2.70309 1.69592 3.37292 2.56701 2.18199 1.8152 1.64389
threshold=46.683480308100009 117.56896250265002 258.06114663960005 42.713473568600008 42.493282152450007 16.405383309150004 203.92158861145001 23.545618314050007 117.51519334005 14.451165964200003 22.724946859200003 23.296055099200004 93.69276584615001 16.455384477450004 89.168090812600013 87.278104746850019 197.20536406400001 16.425383776450001 171.03679643640001 86.83719761350001 199.37824381300004 117.56896250265002 93.281431752200021 21.500664456800006 15.255356438950001 14.451165964200003 23.109894804950002 20.769304081650002 192.57902085675002 112.64908412395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 13 6 -5 -7 -9 10 11 -10 -11 17 15 16 19 22 21 -15 -18 -19 24 -24 27 26 28 -1 -26 -28
right_child=1 2 -4 5 -6 7 -8 8 9 12 -12 -13 -14 14 -16 -17 20 18 -20 -21 -22 -23 23 -25 25 -27 29 -29 -30 -31
leaf_value=-0.0010284759029028597 -0.096826189950194097 -0.078517625559517981 0.039026675709560338 -0.1053327071854044 -0.095681440490670996 0.076515492150474096 0.063180305840979722 0.075875211860421982 -0.14874785406113025 0.096260753295294058 0.035891284967870092 0.0014394717388753354 -0.010248315475828874 -0.0029047739205404588 -0.11196020604038777 0.065667035032745041 -0.18861208727306419 0.080913487794162686 -0.046192376362781694 -0.089045852963426278 -0.062359708009087925 0.0039335815289310806 -0.11351896714026906 0.00098372249778310794 0.038317829664690273 -0.03143860087612535 -0.0029373096524156744 -0.097069337149566906 -0.057924559423385882 0.073885059536502359
leaf_weight=94.456123673502589 2.3934319465188292 1.6317191566340623 4.0218527184333652 2.9557369453832534 1.8528899317607272 5.4729390963912037 2.3801847826689482 2.4746465459465972 2.0722327707335335 2.0841557309031487 2.402142409235239 2.9094538502395153 2.1555012091994286 37.880256838689093 1.7922460120171297 4.3333983570337287 1.2979638949036587 6.8471640190109593 1.9870514742215153 2.2059525623917571 2.7580007568467408 3.560955386608839 2.852642652433131 7.4360771637875587 4.0599948316812542 8.827629763633011 3.4018304810160798 2.426360306213609 3.7882590442895889 15.373409874737261
leaf_count=2205 63 33 40 33 13 28 29 9 27 6 13 24 35 679 22 26 11 96 11 13 52 20 27 159 25 67 27 121 22 98
internal_value=-7.25181e-06 -0.0252151 0.00510135 0.000866921 -0.000990185 0.0163115 -0.0301644 0.0289828 0.0105305 -0.00338143 -0.0295018 -0.061034 0.04211 -0.000135508 -0.0127191 -0.00904998 -0.0163849 0.00394501 0.0384221 -0.00764514 -0.102762 0.0545762 0.000948636 -0.0307632 0.00341418 0.0221285 0.03989 -0.00343376 -0.00813723 0.0599658
internal_weight=240.092 8.047 5.65357 232.045 207.138 24.907 5.33592 19.5711 14.0981 11.6235 7.38383 4.98169 4.23966 205.285 50.2678 48.4756 44.1422 155.017 12.3952 40.0862 4.05596 10.4081 142.622 10.2887 132.334 35.4511 26.6235 96.8825 7.84825 18.7752
internal_count=4034 136 73 3898 3694 204 62 142 114 105 64 51 41 3681 803 781 755 2878 127 692 63 116 2751 186 2565 239 172 2326 47 125
is_linear=0
shrinkage=0.1


Tree=71
num_leaves=31
num_cat=0
split_feature=9 17 3 9 9 4 9 4 17 9 9 6 7 17 16 4 2 12 2 2 9 12 17 15 5 15 15 3 5 3
split_gain=0.473556 0.620273 1.43684 0.630667 1.61695 1.40975 1.32675 1.29556 1.26164 0.863155 3.05302 1.82184 1.78817 1.51339 1.27239 0.857767 0.745037 2.39506 1.71608 1.61713 1.39437 1.56743 1.70999 1.50607 2.0142 1.99411 3.46173 1.37633 2.01717 1.86246
threshold=233.77854820110002 241.79519611995002 76.172084209950015 223.29399794390005 219.59809404590001 273.85977434290004 216.0493559571 267.17106116560007 203.30705351230003 211.04147598835002 211.98908248575003 14.205331905300001 26.309119595700004 203.30705351230003 16.744960843000005 337.15527657900003 108.24034454255001 128.52556993515003 109.11323887240002 103.92649527695001 209.86393725660002 121.36065266065002 192.20712075930001 36.346245650200011 21.633008747850003 32.548041893900006 31.385732506450001 81.105404879350019 13.154029769200003 84.597711990850016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 9 -6 -8 12 11 -11 16 -12 -13 -10 17 19 -18 20 21 23 -23 25 -25 26 -4 28 -20 -29
right_child=-2 -3 3 5 7 -7 8 -9 15 10 13 14 -14 -15 -16 -17 18 -19 27 -21 -22 22 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.10168414313629899 -0.061843550911327011 0.064924807650516572 -0.0025328401003375995 -0.023913602664111591 -0.022837624712184049 0.075322428605882563 0.068229280651559338 -0.13083261541497934 -0.079869527510539759 -0.16834912967418891 0.017749580839470668 0.057225100080876314 0.062554917084411618 -0.065153925943940122 -0.11438941482630981 0.036691407737908209 -0.093982876257365483 0.063478665315330071 0.035734005343944886 -0.092559122764067622 0.073918403654664427 -0.0072961390355962665 0.087733735119651157 -0.099434497939162189 0.017023228359032593 0.03141855500943487 -0.11870977654520427 0.033463801408373017 -0.1076926187604296 -0.0060942338190886416
leaf_weight=1.38317571664811 1.2309297180618148 1.4778787577233732 31.742333732283441 2.4980179835110894 3.7727691638283423 3.3530856249853969 5.4384719879599279 1.5743981932755557 1.1729729408398273 1.9664957495406299 10.452156470855696 0.87387964129447915 4.6654001946444614 2.7896304717287412 0.85444911057129502 1.3672455605119465 2.1313995325472197 6.9777734465897074 1.4912555692717422 1.7630841452046286 2.7708193492144337 3.5082986552733919 4.1139614153653383 3.5828598216176024 2.536567859351635 15.330161553807555 2.7902568625286213 13.556248931679873 2.8634690027101897 97.528473146347096
leaf_count=827 77 51 418 27 39 40 47 40 13 23 87 3 54 49 43 28 72 74 74 70 16 26 26 29 22 112 81 144 113 1309
internal_value=2.08403e-05 0.000343066 -6.33392e-05 0.000538716 -0.000294594 0.0329555 0.0010127 -0.0546352 0.0410524 -0.000478115 -0.0221428 -0.102519 0.00138113 0.000284404 -0.0276175 -0.0171318 -0.00010003 0.00767937 -0.00507029 0.00196518 0.00447597 0.00145083 0.0439943 -0.00434168 -0.0511615 0.0014043 -0.01192 -0.00342867 -0.0585768 -0.00126676
internal_weight=237.558 236.327 234.849 233.466 227.615 5.8511 222.268 5.34717 7.97869 214.289 16.9366 3.69482 197.352 13.2418 1.72833 2.54022 192.687 75.1161 117.571 68.1383 66.3753 63.6044 7.62226 55.9822 6.11943 49.8628 34.5326 115.439 4.35472 111.085
internal_count=4034 3957 3906 3079 3012 67 2933 79 88 2845 205 69 2640 136 46 41 2586 874 1712 800 730 714 52 662 51 611 499 1640 187 1453
is_linear=0
shrinkage=0.1


Tree=72
num_leaves=31
num_cat=0
split_feature=16 18 10 16 16 8 18 7 18 9 10 7 9 9 18 5 5 3 19 9 0 3 18 6 6 13 8 15 19 10
split_gain=0.523104 2.18839 3.31226 3.39499 1.95309 3.55465 1.64729 2.62626 2.47774 2.33079 3.86438 3.52065 2.58258 1.90665 1.80021 1.51301 1.63076 1.7846 1.71073 1.46228 1.22513 2.8747 1.16814 1.26748 1.93487 1.66798 5.72488 1.3848 1.95388 1.3198
threshold=22.624947093000003 13.820816557100002 62.095317438950012 22.644947046300004 22.614947116400003 8.4434108459500017 13.552878921100001 23.433599577300004 13.4793103924 196.26893085885004 68.34060567600001 23.261955272900003 194.04304600165003 197.55459634620004 13.431026577400003 19.327153142150006 16.569990495050003 78.387373709500011 13.851117550450002 193.42660545270004 92.313586825200005 89.695028606150018 13.327513832500001 16.485385178400005 16.505385645700006 113.97180552410002 8.543332867800002 25.621990087700002 11.850956171350001 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 7 8 14 10 11 19 15 -11 20 16 17 -12 -18 -8 21 -1 23 25 -25 26 27 28 -23 -27
right_child=1 -3 3 -5 5 -7 9 -9 -10 13 12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 22 -24 24 -26 29 -28 -29 -30 -31
leaf_value=-0.098985756616962739 0.0093621492409573809 0.059826954475342337 -0.0022456738255289314 -0.17343295462471342 0.010245000987748111 -0.12675245545324992 -0.10198297603470648 0.08537372341919619 -0.10744893624060015 0.059296008562354931 -0.069359977846569401 -0.16629018866406908 -0.10280741449662352 -0.0029901332383901816 0.089634691772191966 0.079168343108275918 -0.10708473396146052 0.039354786821395621 0.048614596360515579 0.034128667852025403 0.091048984754433612 0.060923411740617439 -0.039742018772631643 -0.12944901864362998 0.0058612795132955446 -0.0071617991715405673 -0.28494379105631779 0.10713742989747997 -0.12433917452014896 0.070009079513803849
leaf_weight=2.5672404993674709 43.953836683998816 7.2247564943972966 2.5802079350687555 2.1025163494050503 4.1625602180138221 3.4751689361874014 1.3531345812953106 4.8140095435082904 1.7969874717527989 5.184076073113828 1.9323682949179799 3.5893301148316823 2.5212030108086756 94.543467093608342 2.8193587749265125 2.410660363995702 2.586041293398011 6.9074714782764204 0.97051624208688725 1.8941898830235002 1.6544271307066072 1.347009835706565 4.0482552452012888 1.1614659735932935 11.726053672609849 2.8356400036136611 0.6796247512102126 1.4474916160106657 0.98596350484876882 10.144343791063873
leaf_count=27 339 74 36 20 37 37 43 62 25 30 697 44 55 1343 26 65 68 202 7 18 11 18 44 12 483 29 5 8 103 66
internal_value=2.14964e-05 0.00847273 0.000844271 -0.0791078 -0.00260772 -0.0520889 -0.00040947 0.0153121 0.00750729 -0.00650407 -0.0343681 -0.0980335 -0.00924972 0.000247649 0.012495 0.00668038 -0.00741596 0.01559 -0.0645974 -0.022588 0.00686031 0.00309008 0.0107133 0.0174482 -0.00633333 0.0350219 -0.0177359 0.0303008 -0.0173724 0.0531501
internal_weight=235.419 55.8613 48.6366 4.68272 179.558 7.63773 171.92 48.0279 43.2139 123.892 24.1649 6.83665 17.3283 99.7275 41.4169 14.8071 12.3964 8.83984 3.55656 3.24732 38.5975 36.9431 34.3758 30.3276 12.8875 17.4401 4.46009 3.78046 2.33297 12.98
internal_count=4034 469 395 56 3565 74 3491 919 857 2572 1199 105 1094 1373 832 1039 974 899 75 61 806 795 768 724 495 229 134 129 121 95
is_linear=0
shrinkage=0.1


Tree=73
num_leaves=31
num_cat=0
split_feature=17 9 9 8 14 2 13 12 15 14 8 15 7 4 15 9 0 8 17 16 0 16 9 7 18 15 13 0 18 9
split_gain=0.763342 0.515756 0.796045 0.668756 1.69029 1.28655 1.33699 1.05131 1.69373 1.28911 1.13013 1.09751 1.62038 1.60927 1.45379 2.1705 1.27112 1.01016 2.619 1.66961 1.07449 1.69884 0.969659 1.32134 2.41547 4.13325 3.59773 2.65619 1.92192 1.83384
threshold=159.58247398035004 38.295222230400007 29.501628670900001 7.943800736700001 378.15865140410006 204.67136036115002 98.050756475600011 104.63361072080001 26.384523135650003 170.27070910270004 2.0484014478500003 20.903251014350001 23.032902590750002 239.70509694970005 25.621990087700002 199.38481636575003 70.937656230000016 8.0437227585500022 193.31651039250002 19.144955230800004 94.203572890950014 15.584963555600002 186.68586460755003 23.109894804950002 13.314799198000001 31.385732506450001 114.02557468670001 86.162394622750014 13.192618516750001 192.98754432855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 6 -3 8 9 -8 -9 -12 13 16 -14 -16 -13 18 -5 20 -20 -22 -19 24 26 -26 -24 29 -29 -28
right_child=1 3 -4 17 -6 -7 7 10 -10 -11 11 12 14 -15 15 -17 -18 22 19 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.1071338041058124 0.033200997610980623 -0.082383641733636284 -0.12150527074341966 -0.11472452211980599 -0.082885870732920225 0.066842383086146137 -0.078230571128211593 0.11342475132313912 0.13525411431136114 0.050638598715118048 0.03515494335719116 -0.10469303799635202 -0.12204061306105581 -0.074729586652324237 -0.094327221262575534 0.034592014311920959 0.064994676358120798 0.022824893565930038 0.11027400035648989 -0.10281664765632854 0.082204682422753889 -0.053090726612778485 -0.11671402055712764 0.0029623257230749099 0.041512082891699408 -0.10798715302431208 -0.058773740883101583 0.010445426943999508 0.10062703045210233 0.0034397203632031076
leaf_weight=0.66262959045707148 0.55001959417131618 1.4680564878217435 0.84139701584354043 2.7909764868672919 1.7248005667643145 4.7424403223267282 1.041435999446551 0.91885953000746923 1.7553720842115579 3.0481766108423471 6.1061935172183466 0.49047238938510229 1.9448009608313439 1.3646596814505754 2.2965523444581777 3.0275970017537475 4.4172670723637566 16.992358326911926 1.1892840564250944 1.2286299075931308 1.5567237467039379 2.2982367291115224 2.681755267083644 126.82420971081592 2.626451763790099 6.2501641670241952 6.7219803720945519 5.7660282105207425 4.004393957555294 16.052692600642331
leaf_count=262 220 376 229 54 219 162 75 19 14 18 133 71 51 46 49 16 128 126 6 14 26 57 19 1270 22 62 67 29 23 171
internal_value=4.4502e-05 0.000349671 -0.0603507 0.000714774 0.013591 0.018692 0.0105014 0.0156643 0.053089 0.0178216 0.00502821 -4.11854e-05 -0.0159122 0.0213267 -0.0480456 -0.0210168 0.0480363 -0.00153037 -0.0341373 0.00171826 0.0271799 0.00154474 4.23411e-05 -0.00222253 -0.0171321 -0.0637527 -0.00538449 0.0037892 0.0474062 -0.0149227
internal_weight=233.385 232.722 1.39142 231.331 34.3467 32.6219 27.8794 26.4114 5.84498 4.08961 20.5664 19.6475 13.5413 6.2724 7.26895 5.32415 4.90774 196.984 9.06385 6.27287 5.04424 3.85496 187.92 170.928 44.1035 8.87662 35.2269 32.5451 9.77042 22.7747
internal_count=4034 3772 449 3323 1377 1158 996 620 107 93 513 494 361 245 116 65 199 1946 157 103 89 83 1789 1663 393 84 309 290 52 238
is_linear=0
shrinkage=0.1


Tree=74
num_leaves=31
num_cat=0
split_feature=17 15 5 2 19 2 18 6 6 9 2 13 5 13 15 5 17 9 10 18 4 5 5 15 12 16 7 2 16 12
split_gain=0.68611 0.515865 1.49998 1.14487 0.708335 0.943352 0.624117 0.689816 1.56295 0.854255 1.41783 0.987794 0.632443 1.63817 3.33814 2.14507 1.87308 1.72013 1.60709 2.35856 2.47966 4.50873 2.58599 1.29526 0.997132 2.55941 3.4152 1.40741 1.28621 1.15187
threshold=159.58247398035004 46.683480308100009 25.322158499750007 258.06114663960005 14.651182102100002 173.34516805710004 11.284811422350002 17.755414852450006 18.035421394750006 226.28914430085004 56.478612905150008 121.87049551135001 21.850554661550003 117.59584708395001 41.29990759910001 23.700766800900002 188.83172615260003 195.70012057590003 66.590419433100024 14.053554955550002 262.75803037610007 23.700766800900002 22.53967987815 39.883592142850006 248.60872946435003 22.644947046300004 25.138824731100005 200.74412770730004 22.674946976100003 217.64277969395002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 12 -9 10 -10 -12 23 18 16 17 -15 -16 19 20 -14 22 -22 24 27 26 -26 28 29 -8
right_child=1 2 3 -5 5 -7 7 8 9 -11 11 -13 13 14 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.10647130222628994 0.069056202753322596 -0.08859957264893735 -0.069938308756459108 0.034741209477925979 -0.0015804747549263303 0.065364402394530757 0.00072304493732687947 -0.16604817195835986 0.037940837865052625 0.081728979757185641 -0.12061420246548399 0.023554814037063481 0.040646078351482817 -0.17286647188934268 -0.010248862180759356 -0.040539437288305044 -0.043242162445987033 0.075146049994793018 -0.081468206562583662 0.09696737162906352 -0.015531778070120622 0.034272456496752868 -0.14433322631246756 -0.1067373609962603 -0.1962681061416876 0.10446450667806635 -0.022041196350597713 0.042784309816322356 -0.053036149527333591 -0.070962877331722393
leaf_weight=0.60311279943562013 1.3040851150872175 2.5094185740454114 1.4487969061010515 3.7468214456457645 4.521093227202071 3.9387423098087311 125.51403644462698 0.78166298277210344 1.6960012540221212 0.78624626621603955 1.7505925485165792 0.65235024923458684 18.696636708627921 1.5728597487323011 4.1079053543508035 5.2713865432888261 3.8275212009903044 5.5400374159216881 1.4602638976066362 4.1057636071054722 3.1841420113341874 8.1842996792402101 3.0537124301772565 1.1910568943712849 1.4558026597078413 1.0849398411810396 4.9526030808920041 7.2460989943938321 4.8474183306097975 2.2822435977868727
leaf_count=262 42 57 33 46 40 27 1772 35 14 9 96 16 312 50 25 36 32 22 55 42 28 127 23 24 112 12 402 211 38 34
internal_value=4.85836e-05 0.000327038 -0.0251122 0.00555135 0.00120597 0.0295878 8.68568e-05 -0.000334919 -0.0347578 -0.0137504 -0.032065 -0.0814752 0.000604817 0.00936369 -0.0136268 0.0107586 -0.0809952 0.0387866 0.0214398 0.0254767 0.0166139 -0.0145409 -0.0785859 -0.00287367 -0.00203431 -0.0375735 -0.0616205 -0.000130612 -0.00247498 -0.000557155
internal_weight=231.318 230.715 7.70504 5.19562 223.01 8.45984 214.55 213.246 5.66685 4.88519 4.09894 2.40294 207.579 59.0045 20.3197 14.9193 5.40038 9.64794 38.6848 37.2246 33.1188 14.4222 6.23785 148.574 147.383 7.49335 6.40841 139.89 132.644 127.796
internal_count=4034 3772 136 79 3636 67 3569 3527 170 135 126 112 3357 752 165 83 82 47 587 532 490 178 51 2605 2581 526 514 2055 1844 1806
is_linear=0
shrinkage=0.1


Tree=75
num_leaves=31
num_cat=0
split_feature=16 18 7 14 16 8 18 7 0 8 10 10 0 3 6 5 18 5 18 17 17 18 7 19 10 7 9 12 12 0
split_gain=0.463588 1.76001 2.76575 2.56778 1.55583 2.799 1.38986 2.28436 2.00248 6.02988 4.89236 3.60232 3.51948 2.19498 2.02233 2.06303 1.87103 1.76953 1.63072 1.28636 1.27253 1.24376 1.68131 2.09333 1.46412 1.44708 1.41282 1.21767 1.8761 1.40795
threshold=22.624947093000003 13.820816557100002 23.626037400350004 287.72700792685004 22.614947116400003 8.4434108459500017 13.552878921100001 23.433599577300004 90.407470010750018 8.2435668022500028 66.590419433100024 64.94239459915002 91.937202686950016 91.017750006350013 16.415383542800004 23.195398057700004 13.4793103924 20.556063402800003 13.431026577400003 207.10399803250002 187.51563899930002 13.077716774800001 23.296055099200004 14.451165964200003 62.068432857650002 22.575645983950004 189.78071820640002 69.826413229550027 81.514192512750014 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=4 2 20 -4 6 -6 7 16 9 -8 -10 13 19 -11 -15 -16 18 27 -1 -12 -2 25 23 24 -23 -22 -25 -14 -29 -30
right_child=1 -3 3 -5 5 -7 8 -9 10 11 12 -13 17 14 15 -17 -18 -19 -20 -21 21 22 -24 26 -26 -27 -28 28 29 -31
leaf_value=0.0062676861290976126 -0.014934237493692271 0.055916203596315578 -0.15970315690767262 0.010808116828966485 0.009290760446398252 -0.11263656770944973 -0.17801661543222447 0.082353869610185759 0.085300533273550916 0.064564611506717468 -0.14183788787211973 -0.12177324310395438 0.083627993011866894 -0.081995310891392115 -0.029038389369320496 0.059765442740140617 -0.092245350941585369 -0.10678997781958076 0.088758338261114025 -0.02488548879307638 0.013495765172267409 -0.11388711726539519 0.043058181258457395 0.076895426237137104 -0.011101489748802118 0.097637210661884855 -0.015803702389310056 -0.14534529869980867 0.029918144506879268 -0.0053450817585607496
leaf_weight=37.125939919787925 15.443277759361079 6.7470037408638737 1.9709204370155924 1.600282674655318 4.0950745409354559 3.4851467639673501 2.5242793194775031 4.4617221206426612 6.3408093143953002 4.1920707002282205 2.4736896239919584 2.7502392124151802 1.7306067697354581 3.6524293653201303 7.1069470867514593 4.1398877454921603 1.8146255276515137 1.5624252717243496 2.5618215885478994 1.5173493027687071 4.2885531485080737 2.7083412399515527 8.0533900791779143 2.7446337202563882 2.8380225482396781 3.9052031207829714 4.1003769475501031 0.89227272558491577 13.544557565241119 69.018050941027468
leaf_count=806 138 74 19 24 37 37 91 62 46 30 52 31 8 41 48 24 25 104 26 17 35 35 38 32 16 24 34 38 103 1939
internal_value=5.11494e-05 0.00811395 0.00134582 -0.0832958 -0.00245537 -0.0467676 -0.000448942 0.0143618 -0.00605442 -0.0316855 0.000378664 -0.0147737 -0.00555565 0.000640357 -0.0173454 0.00364973 0.00705227 -0.00133134 0.0115924 -0.0973739 0.0082029 0.0206796 0.00748659 -0.0156321 -0.0612927 0.0535982 0.0213657 0.000602925 -0.00111877 0.00043992
internal_weight=229.39 54.4 47.653 3.5712 174.99 7.58022 167.41 45.9641 121.446 24.3659 97.0798 21.8416 90.739 19.0913 14.8993 11.2468 41.5024 86.7479 39.6878 3.99104 44.0818 28.6385 20.4448 12.3914 5.54636 8.19376 6.84501 85.1855 83.4549 82.5626
internal_count=4034 469 395 43 3565 74 3491 919 2572 265 2307 174 2261 143 113 72 857 2192 832 69 352 214 155 117 51 59 66 2088 2080 2042
is_linear=0
shrinkage=0.1


Tree=76
num_leaves=31
num_cat=0
split_feature=15 10 19 8 17 6 10 7 7 7 15 0 5 6 4 15 9 16 19 9 9 17 18 16 13 13 19 3 7 6
split_gain=0.461161 0.667285 0.491555 0.833171 0.608809 0.694238 0.586624 0.568994 2.16048 1.49146 1.41846 1.25663 1.25635 2.58247 1.25296 1.11129 1.38495 1.11462 1.47266 1.63072 2.37583 1.32664 0.897652 0.802011 1.10925 1.04501 0.946165 0.94402 0.755802 1.7331
threshold=50.314162856800003 61.778079379550007 14.651182102100002 8.6432548896500023 159.58247398035004 22.560527123150003 63.530954080650012 22.105125139000005 21.147833206800005 22.181995028450004 43.030193406950012 91.394134144600017 25.767562150000003 17.755414852450006 377.6847677435 46.683480308100009 196.26893085885004 22.694946929300002 14.551174033150001 186.68586460755003 202.16842692300003 195.76335783930003 12.844794714750002 18.964955651700002 108.45777789855002 107.54907905045002 11.550931964450003 108.40938565220002 22.695144739300002 15.760368238450001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 8 11 -9 22 14 13 15 23 17 -17 18 28 -20 -21 -19 -10 24 25 26 -6 -25 29 -11
right_child=1 -3 3 6 5 -7 -8 9 10 12 -12 -13 -14 -15 -16 16 -18 21 19 20 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.10582231338328965 0.031937209410183846 -0.10934355570669868 0.047957701307106068 -0.055015507976062833 0.07975464685284217 0.076289210103480137 0.025877044475279855 0.077398984820842953 -0.14105973039638395 0.10130150155437666 0.0065273653833529182 -0.13790179590319032 0.082968659974568093 -0.1416806515216372 -0.10815907903912388 0.0024904346827770447 -0.11871580038711201 0.0046659435229771075 0.043511568427607103 -0.10448535576657683 0.015122642351855085 0.10283109680507126 -0.044682098350286734 0.077383507727160128 -0.081732925766215714 0.097612284876168021 -0.1068182714052781 -0.01478882314341237 -0.00045243255086443274 0.0090683793760091766
leaf_weight=0.54769630337250319 0.53366397321224102 0.89491512917447835 5.4409030894748849 1.7735632162075492 0.43899471126496681 1.1783717200160015 1.8128033876419065 2.509416487067937 2.3277869418670885 2.3525694369163856 1.7711678296327589 0.55587970110355023 1.8001768314279605 1.2953961738385249 0.74421513581182885 2.036611086921766 1.7551699545001609 3.3850312164286143 1.8736764043569545 4.591866341419518 2.6016270592808723 2.3204199690371752 1.6524049926665609 3.9013893303927034 1.3425501825404351 1.1978256364236584 0.71373869135277346 1.5536768850870428 156.62239967624191 15.201261369511483
leaf_count=262 5 45 33 27 10 7 14 23 33 56 10 37 20 37 50 26 45 21 28 40 23 26 97 42 257 17 57 69 2525 92
internal_value=7.08706e-05 -0.0565663 0.000429997 0.0232927 -0.000524304 -0.000256965 -0.0141267 -0.000677389 -0.0186973 0.000794367 -0.0679194 0.00839748 -0.000187234 -0.000958716 0.0166184 -1.29336e-05 -0.0536145 0.00106273 -0.00029253 -0.0395838 -0.0612275 0.0445899 -0.101048 0.0267692 -0.00921622 0.0322026 -0.0357658 0.0511316 0.00175287 0.0214295
internal_weight=226.727 1.42858 225.299 9.02727 216.271 215.724 3.58637 214.545 16.1996 198.346 5.75136 10.4483 195.836 194.036 9.89239 192.741 3.79178 188.949 183.243 9.06717 7.19349 5.70545 3.98019 9.14818 3.69311 2.35056 1.15273 5.45507 174.176 17.5538
internal_count=4034 50 3984 74 3910 3648 41 3641 679 2962 140 539 2939 2919 502 2882 71 2811 2764 91 63 47 130 452 341 84 67 111 2673 148
is_linear=0
shrinkage=0.1


Tree=77
num_leaves=31
num_cat=0
split_feature=9 17 9 19 8 18 10 15 15 14 19 17 9 13 7 16 19 2 10 17 16 7 6 5 5 5 15 9 9 18
split_gain=0.44826 0.713437 0.58619 1.22752 0.89477 0.95096 0.749959 0.562661 1.71186 2.76964 1.96334 2.14654 1.36697 1.36505 1.70383 1.1822 1.4125 1.1428 1.00709 2.24681 1.77739 2.60974 1.71108 2.0677 1.14605 1.67873 1.45378 2.42079 3.00757 2.16091
threshold=38.295222230400007 195.42788627465004 49.235310305400013 13.051052998800001 3.1475436881500003 13.314799198000001 70.389210771400016 20.903251014350001 23.735720730600004 195.79334380740002 12.651020723000002 183.19621122360005 202.16842692300003 103.23410375110002 19.078733418100004 13.564968279200002 10.850875481800001 121.36426933400001 75.408562100950022 187.61467154115005 17.809958352600002 24.054467534550003 13.65531905435 14.582249945350002 16.424511567200003 16.903404623850005 28.504445985850001 206.54353961905005 196.26893085885004 13.632440008000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -7 13 9 10 -9 -12 17 15 -15 16 -6 -11 20 -20 21 -10 23 -21 -22 -26 27 28 29 -27
right_child=2 -3 4 -5 7 6 -8 8 18 12 11 -13 -14 14 -16 -17 -18 -19 19 22 24 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.11944881969056667 -0.1107408198428938 0.035032778528798679 -0.13973856819338912 0.086486897773118951 0.014571411979216801 0.075356170674196102 -0.10218275416912206 0.031274675637198525 0.022438820450215793 0.054980630061535175 0.040828337656682645 -0.14203913371155971 -0.12506760676315212 0.070061277034246527 -0.13271848752367052 0.045844033551881581 -0.11806764896676042 -0.095246383560652265 -0.085504670564407304 0.046975095749012735 0.058650608982110358 -0.1271800653851238 0.10645802110110775 -0.11494842845217773 -0.074439369872794481 0.026125896043950943 -0.00111164289100757 -0.063931921747001172 0.096784976799392644 -0.13757932279329196
leaf_weight=0.7696815961098753 0.38255921291420181 0.48881194565910846 0.94261656270827987 1.8020500345737671 3.7076118878321749 0.56833672479842789 0.40926823968766257 6.2890225021110364 2.0987374560208982 0.97941437934059594 1.0524745984585027 1.6454430762678383 3.6547665960388258 0.62888694083085184 1.2146877880149984 10.734317625174297 1.02478709105344 1.0484440854634156 1.3765703500248481 3.9391772900708002 3.4411028726026407 2.6225801748223603 3.4418258569203317 0.98601987492293108 2.9484515553340307 4.0878248845692706 152.94266726478236 2.17082500248216 6.4091874514706433 1.0044608069583771
leaf_count=290 159 189 22 25 309 37 127 104 62 12 23 26 93 18 105 124 167 77 33 57 18 66 19 35 42 186 1533 31 32 13
internal_value=6.76252e-05 -0.0594466 0.000402659 0.0519492 -0.000106034 -0.0680715 0.0010306 0.000488676 -0.000993103 -0.0338908 0.000661028 -0.0707014 -0.0885338 0.017792 -0.0635455 0.0274871 -0.0141512 -0.0226898 0.00158116 0.032884 -0.00013498 -0.0606709 0.0523617 0.0145582 0.00151705 0.000357592 0.00168121 0.032923 0.0512037 -0.0061652
internal_weight=224.813 1.25849 223.554 2.18461 221.37 1.92022 0.977605 219.449 202.139 14.6696 8.98694 2.69792 5.68263 17.3103 1.84357 15.4667 4.7324 2.02786 187.469 9.74359 177.726 4.72132 8.36702 4.9252 173.005 169.563 166.615 13.6723 11.5015 5.09229
internal_count=4034 479 3555 184 3371 186 164 3185 2462 335 153 49 182 723 123 600 476 89 2127 144 1983 128 111 92 1855 1837 1795 262 231 199
is_linear=0
shrinkage=0.1


Tree=78
num_leaves=31
num_cat=0
split_feature=15 10 16 18 10 5 16 8 18 7 0 13 18 18 5 10 9 12 9 18 5 0 2 18 9 9 17 5 0 3
split_gain=0.401135 0.606003 0.425966 1.39705 2.55874 2.51064 1.11506 2.38043 1.12444 2.02021 1.83828 1.55292 1.4613 1.46334 1.45771 1.40878 1.4828 3.46928 2.37771 2.85201 1.9951 2.02342 1.88152 1.4969 1.37511 1.15776 1.11786 1.24055 1.1145 2.202
threshold=50.314162856800003 61.778079379550007 22.624947093000003 13.820816557100002 62.095317438950012 20.971847224900007 22.614947116400003 8.4434108459500017 13.552878921100001 23.433599577300004 86.329079026800017 117.56896250265002 13.4793103924 13.431026577400003 25.767562150000003 62.020040611300011 196.26893085885004 209.59843599465003 194.31002311890003 13.659439901750002 19.327153142150006 93.399723909900004 186.79363985910004 14.030930991100002 197.55459634620004 197.90890142995002 179.91109285790003 13.361597395450001 92.313586825200005 89.695028606150018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 8 -8 9 12 11 -10 13 28 15 -12 17 18 19 -17 21 -21 -19 -20 -18 -26 27 -27 29 -1
right_child=1 -3 3 -5 5 -7 7 -9 10 -11 14 -13 -14 -15 -16 16 24 22 23 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.088625967828569768 0.029445161850067375 -0.10842314732791858 0.010160875913968427 0.05367493019568649 0.021021509538823237 -0.13102414245160529 0.012913449848406106 -0.10015608264832249 -0.1842580467565845 0.079626452677102111 -0.079551373534918063 -0.011161162518147839 -0.081379711841918584 0.086268846580954461 0.10862899292760786 -0.22677430817697683 0.054543103461774316 -0.62957746557539607 -0.016506738570614701 -0.1237246972918972 0.086403216506931002 0.0095515699905307297 -0.13434291897557499 -0.13159590046158606 -0.080643155410290768 0.073760648529760234 0.0028075139238794237 -0.12497496139901734 0.090226746998100793 0.008910064555000893
leaf_weight=2.4953851475729598 0.52349594235420116 0.81544250104343519 41.386690877960064 6.0025179111398748 1.8296825662255276 2.6719815980177373 3.9945425931364289 3.4875469566322863 1.0491385889763472 4.157793838530778 2.4712585662491611 1.0243052919395266 1.810928214166778 2.392833645513746 1.1429097368963983 0.51143591105938568 4.7820511087775222 0.080037578940390541 2.1311400383710852 1.2859462182968844 2.9755346786114378 9.9791110295627714 1.8485895326011812 2.4059803207637742 1.7678259406238783 0.41100557206664134 82.319092964899028 1.3321396045503204 1.488457113271578 31.960696985697723
leaf_count=27 5 45 322 70 25 27 33 35 28 62 29 16 23 26 13 18 28 1 22 50 41 522 462 52 16 91 1126 48 11 760
internal_value=5.04487e-05 -0.0545196 0.00038077 0.0083074 0.00237301 -0.0692258 -0.00204868 -0.0397905 -0.000303649 0.0132722 -0.00542197 -0.0987462 0.00640049 0.0105469 -0.00374581 -0.00486946 -0.00321911 -0.0270152 -0.0142291 0.00524186 0.0135745 -0.00566239 -0.154895 -0.0775371 0.00235298 -0.000554807 0.00112945 -0.0781163 0.00550611 0.00184629
internal_weight=222.535 1.33894 221.197 51.8909 45.8884 4.50166 169.306 7.48209 161.824 44.3061 117.518 2.07344 40.1483 38.3374 115.444 114.301 111.83 21.2178 19.2891 14.752 14.2406 11.2651 1.92863 4.53712 90.6121 85.8301 84.0622 1.74315 35.9445 34.4561
internal_count=4034 50 3984 444 374 52 3540 68 3472 909 2563 44 847 824 2519 2506 2477 1168 705 631 613 572 463 74 1309 1281 1265 139 798 787
is_linear=0
shrinkage=0.1


Tree=79
num_leaves=31
num_cat=0
split_feature=15 13 2 6 19 2 16 18 13 19 13 13 18 17 17 16 6 2 19 15 15 18 13 17 19 6 16 7 18 7
split_gain=0.431259 1.20132 0.914749 0.605771 0.544308 0.777278 0.452585 1.74903 2.24469 1.34718 1.95073 1.199 3.46655 1.83943 1.83383 2.25206 2.01474 1.41845 1.18076 2.42696 1.56907 2.33624 1.17622 1.01894 1.02161 1.08782 2.09544 2.48675 3.20365 3.11592
threshold=46.683480308100009 117.56896250265002 258.06114663960005 16.475384944750001 14.651182102100002 173.34516805710004 22.624947093000003 13.754580103150001 117.46680109370001 14.551174033150001 117.72489307420001 117.48293184245001 13.820816557100002 196.80409074510004 186.57794620975002 22.614947116400003 16.485385178400005 98.465712168700023 14.351157895250003 41.29990759910001 40.309074029200012 13.314799198000001 117.47755492620001 162.13109061465002 14.551174033150001 15.785368822600002 19.974953289850003 23.032902590750002 13.910998540000001 25.225775578450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 11 8 -8 18 -11 22 13 14 16 -16 -13 -18 19 -10 -20 -22 23 -1 25 26 -25 -28 -29 -30
right_child=1 2 3 -5 5 -7 7 -9 9 10 -12 12 -14 -15 15 -17 17 -19 20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.10599759360434385 -0.091206395114710209 -0.063715360722444755 -0.013485907165849718 0.070587993026900941 -0.0018287905200923096 0.060665383289661194 -0.083653890925367222 0.06244347694853556 -0.05495175752928453 -0.11971471709027055 0.015734786051985975 0.09640239489930412 -0.1577267900666188 0.062453336854579246 -0.020466223653382992 -0.11369227642167962 0.027984257024373162 -0.12090425406627731 0.056666555688899806 0.034064639608367545 0.033086097593693596 -0.071835033940555071 0.059243502367976514 0.0023044648739505148 -0.051867589098932423 0.018792187546062437 -0.12083038155653698 0.04474768189718499 -0.14930271506803219 0.018340917364907897
leaf_weight=0.90641827892977644 1.9426176992128592 1.4920046933693809 1.6541942730546 1.7783362029585985 4.4096845865715277 3.6272904220968485 2.8735112100839606 5.3367067030630997 6.0101314559578878 1.9149792785756279 2.3906335581559688 2.4032284170389273 1.7613302133977402 2.8894286137074223 13.135409394511955 3.2280237004160872 1.6579966940917077 1.042015165556222 10.50153839250561 6.2457326077856123 7.0319223999977094 3.0395698098000139 3.3991802111268035 85.067836322705261 3.6353350654244414 29.286730925407028 3.0223734341561785 4.4062677249312383 2.5095218047499657 1.986185301095247
leaf_count=327 63 33 24 16 40 27 37 64 38 21 24 9 40 22 90 36 21 80 66 37 37 36 59 2152 31 509 24 20 37 14
internal_value=5.3727e-05 -0.0246131 0.00165645 0.0300714 0.000846314 0.0263764 -0.000151269 0.00866949 0.00149653 0.00808557 -0.0445082 -0.00264585 -0.0222494 -0.0124523 -0.0225346 -0.038857 0.0298028 -0.0294763 0.0149834 -0.00958795 0.0296212 0.00142097 0.00116874 -0.000340243 0.000396933 0.00190153 -0.00319859 -0.0424572 -0.0158481 -0.0752384
internal_weight=220.586 6.86715 4.92454 3.43253 213.719 8.03698 205.682 45.3447 40.008 37.1345 4.30561 160.337 26.1174 24.3561 21.4667 16.3634 5.10324 2.70001 32.8289 12.2559 20.573 10.0715 134.22 130.821 129.914 126.279 96.9922 11.9243 8.90197 4.49571
internal_count=4034 136 73 40 3898 67 3831 360 296 259 45 3471 298 258 236 126 110 101 214 75 139 73 3173 3114 2787 2756 2247 95 71 51
is_linear=0
shrinkage=0.1


Tree=80
num_leaves=31
num_cat=0
split_feature=9 17 13 19 10 18 9 19 10 17 16 13 3 3 15 16 16 18 10 13 10 18 17 10 17 15 2 13 6 7
split_gain=0.367714 0.485932 0.882524 0.533101 1.07235 1.06417 1.56767 1.05646 0.886332 0.68027 0.573879 1.53843 0.733661 1.23058 0.813651 0.61384 0.58909 1.77479 0.85052 3.02631 1.43313 2.99089 0.908498 1.13547 0.838733 1.60405 3.22421 0.745564 1.63851 2.44621
threshold=233.77854820110002 241.79519611995002 95.986020631400024 11.850956171350001 78.895492296100016 17.323446153950005 210.65484416470002 11.950964240300001 81.320481529800006 168.59667799010003 14.504966081100003 100.88707980320002 77.69375151185001 79.47351079420001 18.885173188250004 17.194959790700004 15.164964537700001 14.952049568200001 75.408562100950022 102.94912718925001 73.037342029850024 14.829319678250002 212.37354083175003 67.074341896550024 208.33805927010005 32.393814985100008 315.94243452415003 107.29098706995002 14.745344522600002 24.876210878000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 8 -6 9 -4 11 -5 -12 15 -15 -14 17 -16 20 -20 22 -22 24 -24 27 -26 -27 -18 29 -29
right_child=-2 -3 3 4 7 -7 -8 -9 -10 -11 12 -13 13 14 16 -17 18 -19 19 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.089514324422605873 -0.055419991894086876 0.060250117091003863 -0.0062856634108526118 0.1110622772759204 0.056361642185069089 0.10636353713554217 -0.079309447467699051 -0.11026027792892878 -0.035866212693904706 0.065864317752292609 0.075832931641808918 -0.12479037923332158 -0.11395814311795414 0.064284322168324706 0.038183729318018146 0.010169235473724123 0.03418632259090449 -0.087229861100016071 -0.11390562712685026 0.065496996444600511 0.0066304655055629842 -0.11535678579288672 0.096673375182596069 0.0030395957771004833 0.027361555932640048 -0.18592876915160372 0.03132853672911827 -0.067459077618794841 0.0036483180483283875 0.009575261647594438
leaf_weight=1.0961082504800277 1.1882507549307764 1.3464115903479967 1.8257247585133862 0.37460165726952155 0.49642936699092333 1.3124244362115849 1.6220867292140599 1.6299111366970462 1.6988060566363854 4.5976824208628386 1.283800164121202 1.0567617377382701 1.4066511598066416 1.9970222160918627 1.9321349202655245 0.55582486512139428 6.7207804286153978 2.7125203756149858 1.1273251453822002 5.6670042690820992 5.2081575858173874 3.2729608383961022 2.232205379754304 3.0850704601034522 1.9964001136831928 1.5503848190419378 1.2210828280076382 8.399039297015408 141.87619804489077 8.0952200754545611
leaf_count=896 77 51 61 10 7 12 21 108 97 75 16 63 54 34 20 16 139 25 101 38 27 81 31 28 14 32 19 209 1573 99
internal_value=5.75424e-05 0.000360772 -1.2454e-05 0.00044394 -0.000715743 0.0218297 0.0104441 -0.0713596 0.0283688 0.0453571 2.8729e-05 -0.0630655 0.000479517 -6.47083e-06 0.000778103 -0.078802 0.000128048 -0.0350589 0.000986173 0.0357302 -0.000299169 -0.0404458 0.00164452 0.0423473 0.000370359 -0.0409789 -0.0902072 0.00156453 0.000180159 -0.0296514
internal_weight=218.585 217.397 216.05 214.954 203.897 11.0567 9.7443 2.12634 8.12221 6.42341 201.771 1.43136 200.34 199.056 197.094 1.96248 195.096 4.64466 190.452 6.79433 183.657 8.48112 175.176 5.31728 169.859 4.76787 2.77147 165.091 158.37 16.4943
internal_count=4034 3957 3906 3010 2744 266 254 115 233 136 2629 73 2556 2540 2470 70 2436 45 2391 139 2252 108 2144 59 2085 65 51 2020 1881 308
is_linear=0
shrinkage=0.1


Tree=81
num_leaves=31
num_cat=0
split_feature=7 7 7 4 5 17 2 16 3 5 3 16 16 9 8 7 6 14 2 6 0 18 6 17 10 4 17 2 14 18
split_gain=0.386575 1.55607 1.38795 1.02136 0.953304 1.57789 1.56664 0.72077 0.948352 1.26702 0.771291 0.917248 0.737599 0.616232 0.582224 1.24795 1.38124 0.982789 1.02167 1.577 1.05962 1.66516 1.03196 0.908616 0.852568 0.828183 0.737532 1.91208 2.59156 1.69247
threshold=22.105125139000005 22.181995028450004 20.861906850000004 377.6847677435 21.955793948900006 177.64087306825002 41.467794892200004 18.964955651700002 103.00289635185001 26.429668882900003 108.56262776565002 21.094950670800003 13.9449673906 184.85936449530001 7.943800736700001 22.721067571950005 6.9501623894500009 165.09063850220002 181.73369492375005 12.350288562550002 98.911063077300014 17.570773586450002 11.125259939900001 241.79519611995002 81.320481529800006 180.46793256865001 204.12988953870004 278.37669679275001 300.28003674255007 15.625782642300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 6 -6 -4 8 9 12 -9 -12 -1 -7 15 -3 -17 -18 19 22 -20 -22 23 25 -24 -19 29 28 -28 -16
right_child=1 14 4 -5 5 13 -8 10 -10 -11 11 -13 -14 -15 26 16 17 18 20 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.051990545404320354 0.071575963448389693 0.10008714242819344 0.049343023422099563 -0.10662176126590182 -0.12345789960928598 -0.026303556297781767 -0.12216300464398665 0.060897927729693484 -0.10379915022022657 0.086382356681404912 -0.10583674897336429 0.089199390994403938 -0.1068710582764328 0.053787272373721245 -0.0017605932988000899 -0.11441199808236183 0.10173005579288825 0.092544068480603953 0.081280801798745153 -0.052248781427790207 -0.11043232704762074 0.054547127216834294 0.056901959803281693 0.099479658785030137 -0.02642946889950289 -0.11029144291849997 -0.016573528027548204 0.032982521168757432 -0.11715392569500227 0.046305386857796997
leaf_weight=0.43994062957062918 3.1025996652315362 1.6071369348792384 0.6720890104770646 0.68023167146020647 1.0808747457485877 1.9425708143098748 2.5664422091940651 4.486930581741035 0.8965315609530079 1.278110147686675 0.66077319969190262 0.37969228997826576 0.87072020809864625 1.9006045216228811 142.40141032816609 0.87377766321879136 1.201248596713415 0.23781794559909197 3.2697167232108759 4.8607263720477922 0.94406102751963805 1.7381818580033721 5.1737569774268195 0.34894474933389563 1.6097554675070567 1.3108347233501261 13.663028983166447 5.3960936155635855 3.1528867775341487 7.7229193605016908
leaf_count=46 31 56 6 51 91 28 106 53 278 29 64 3 65 18 1365 691 31 15 52 69 73 79 39 10 83 150 165 106 96 85
internal_value=4.48964e-05 0.00131196 -0.0140492 0.0115359 -0.0444311 -0.0167161 -0.0865705 0.0204538 -0.0151594 0.0155379 0.0429097 -0.0346631 -0.0535471 0.0133046 0.000196933 0.0150778 0.00874356 0.0139434 0.00853378 -0.00664366 0.0430653 -0.0035202 0.0188916 -0.0462966 0.0371271 -0.0791431 -0.00180426 -0.0188115 -0.0354318 0.000712088
internal_weight=216.47 198.615 17.8555 9.69293 8.16258 4.92405 3.23853 9.0127 3.4853 2.58877 5.5274 1.04047 1.31066 3.84318 195.512 23.176 21.5688 20.695 19.4938 13.5418 5.95196 2.68224 8.68111 1.8976 6.78351 1.54865 172.336 22.212 16.8159 150.124
internal_count=4034 3196 838 589 249 137 112 538 418 140 120 67 111 46 3165 1348 1292 601 570 366 204 152 297 175 122 165 1817 367 261 1450
is_linear=0
shrinkage=0.1


Tree=82
num_leaves=31
num_cat=0
split_feature=7 7 9 17 17 15 8 7 8 16 13 7 16 9 9 9 7 18 15 17 4 18 17 7 12 2 5 17 5 6
split_gain=0.364318 1.38286 1.58704 2.61715 2.20491 1.51799 1.35794 1.49085 2.67407 1.80094 1.68736 1.34626 1.32113 1.12331 1.02144 1.24774 0.985962 1.45955 1.57409 1.20215 1.33619 1.82664 1.32051 1.55316 1.01906 2.23939 1.70557 1.12492 1.47394 0.937648
threshold=23.109894804950002 22.721067571950005 195.94564826430005 190.25644477395002 188.19076296340003 42.493282152450007 8.9430209551500024 23.445318439400001 8.2435668022500028 22.574947209950004 117.56896250265002 23.314707969200004 22.694946929300002 226.28914430085004 194.04304600165003 190.73543849905005 22.516377366000004 13.036600629150001 36.535628266450011 188.83172615260003 228.57615118090004 13.023291802750002 182.63036160245002 22.061824394000002 134.98489220775002 125.56293566760002 21.566902724800006 187.61467154115005 20.603398083600002 6.9501623894500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 4 -4 -3 14 7 8 10 -10 11 -2 29 -8 15 -6 19 -18 -19 22 -21 -22 23 -1 27 -26 -27 28 -24 -9
right_child=6 2 3 -5 5 -7 13 12 9 -11 -12 -13 -14 -15 -16 -17 17 18 -20 20 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0078487885819545165 -0.044626172264098651 -0.078226452234488514 -0.0010481164511727951 -0.13256513418193155 0.041900957344767176 -0.048574373047239126 -0.10714531936037659 -0.11462799916382889 0.071973535034103253 0.013386058862683499 0.044308381224219234 -0.21937240243994457 0.089649858203753971 0.0090043320067704664 0.074359710323157038 -0.045296379714409155 0.059786523509594881 0.038925521668311397 -0.051297240533536605 0.061399720687269115 0.099528813610706132 -0.13866804849440534 -0.035417840409157152 0.090655172850422794 0.074286103334656892 0.016720897949930955 -0.15461522485192503 -0.017784788555391794 -0.15996999077232879 -0.00077425538753314854
leaf_weight=12.939072942826902 0.97721620823722621 3.7409894210286501 2.8954532755305982 3.1692604484851472 4.003867493796859 3.4602523078210643 2.0187101529445495 0.72790052190248289 9.3015736253000814 12.035779514349995 0.90375836193561543 0.80327092335210182 1.6126503897830833 1.4172052349895237 3.2473952050786465 2.780782375484705 6.7313278848305327 4.0782040577032603 3.6774494689889252 4.4995702038286245 0.50957980193197705 0.8743362019158667 1.7902360032894633 1.8266771226190019 1.9839941766113041 1.1432108178851197 1.1813864900905171 2.7687751268967986 2.0246443508658558 115.56811535538873
leaf_count=734 39 41 31 37 32 37 34 653 110 65 7 15 36 21 16 22 39 69 34 35 4 54 19 23 12 30 32 23 26 1704
internal_value=3.70446e-05 -0.005928 -0.0257795 -0.0697755 -0.0102965 0.00853837 0.00288183 0.00438564 0.0270922 0.038926 -0.0669763 -0.123463 -0.000240382 -0.0592373 0.0282377 0.00616193 0.00412012 0.0257159 -0.00385484 -0.00579881 0.0349704 -0.0509602 -0.0151473 0.00433718 -0.041561 -0.00375102 -0.070354 -0.0663052 -0.101521 -0.00148687
internal_weight=214.693 69.3265 23.298 6.06471 17.2333 13.4923 145.366 141.93 24.0216 21.3374 2.68425 1.78049 117.909 3.43592 10.032 6.78465 46.0285 14.487 7.75565 31.5415 5.88349 1.38392 25.658 14.7658 10.8922 4.30859 2.3246 6.58366 3.81488 116.296
internal_count=4034 1350 216 68 148 107 2684 2629 236 175 61 54 2393 55 70 54 1134 142 103 992 93 58 899 757 142 74 62 68 45 2357
is_linear=0
shrinkage=0.1


Tree=83
num_leaves=31
num_cat=0
split_feature=15 5 8 9 19 2 16 18 7 12 19 16 12 0 9 2 19 16 15 17 12 6 2 4 19 12 19 12 6 7
split_gain=0.381486 1.00465 0.726706 1.14594 0.422058 0.733965 0.37486 1.38416 3.17725 1.11689 1.12688 1.56479 1.686 1.19858 1.12926 1.00237 2.13737 2.47923 2.42061 2.1732 1.98766 1.69532 1.65377 2.56023 1.49615 1.35188 2.35836 1.92484 3.39261 1.70497
threshold=46.683480308100009 25.322158499750007 8.3434888241000014 206.57490536735003 14.651182102100002 173.34516805710004 22.624947093000003 13.754580103150001 23.626037400350004 182.87454670205003 14.351157895250003 22.674946976100003 124.92778561480002 85.995710218650018 187.11236276785004 137.02423825130003 14.251149826300002 19.764953780900004 37.870720399650004 192.77618096940003 144.57070813310003 16.445384243750002 225.71432550675004 284.07887079910006 13.851117550450002 132.72446965985003 13.351077205700003 121.36065266065002 14.205331905300001 22.649177329550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 15 8 9 10 14 13 -13 -12 -8 20 17 24 -18 21 25 -20 23 -21 -17 27 -27 -1 -29 -30
right_child=1 2 3 -5 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 16 18 -19 19 22 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0055545692974208341 -0.081227520738035797 0.043495407686245754 -0.1223443707666052 0.022950184435779248 -0.0041687557694134502 0.057912563117183083 0.0082335601914046274 0.058072143301804213 -0.10731575691085359 0.033094110361206401 0.011786773214118432 0.011607122757630961 -0.084357785810614941 0.093430555813724947 -0.06975939759821663 -0.008016229912231455 -0.087849042533476029 0.044184283638294596 -0.018380881276737263 0.015389270440743705 0.039221045955287859 -0.12388332688527577 0.061328885367952196 -0.097970489108830883 -0.1384680105384255 0.012817256303659636 -0.080767949247144005 -0.05217748532260813 -0.060394625391830006 0.077657086643548187
leaf_weight=49.161434818975977 2.0749575189547604 2.2228772798553109 0.92670695728156749 1.3104398325085638 4.2304049720987669 3.463542670942843 3.3083231141790774 4.915634758770465 2.4991796459071329 12.75392630510032 4.4386842488311258 6.0028573442250472 2.6341233956627548 3.0226075425744057 4.2301864554174244 29.360182833428556 6.313881601206961 10.645790252368895 3.3606907557696131 7.1569626326672715 13.970267499680629 2.785517442971468 3.8120859544724217 2.7609028415754437 0.90631406428292294 5.3087629423534946 5.4644650994450785 3.264474079333012 0.98800546387792465 9.46351435407996
leaf_count=891 57 26 37 16 40 27 16 64 31 75 36 47 30 28 33 1574 73 61 22 42 157 27 29 44 31 132 75 104 109 100
internal_value=4.39973e-05 -0.0237432 0.00300052 -0.0372361 0.000797788 0.0237781 -9.28082e-05 0.0080737 0.00175396 0.00924446 -0.00362432 0.0113173 -0.0176604 0.0448611 -0.0355317 -0.00240492 -0.0116025 0.00267702 -0.0339089 -0.0167742 0.00463879 -0.0661955 0.00534921 -0.0161674 -0.0119225 -0.00192088 -0.0346516 0.00368711 0.0368115 0.0646068
internal_weight=212.758 6.53498 4.46002 2.23715 206.223 7.69395 198.529 43.8055 38.8899 36.3907 23.6368 16.0983 8.63698 7.46129 7.53851 154.723 67.1023 40.9123 26.19 19.8762 87.6209 6.14621 13.73 9.91787 30.2665 73.6507 10.7732 62.8774 13.716 10.4515
internal_count=4034 136 79 53 3898 67 3831 360 296 265 190 141 77 64 49 3471 1903 1666 237 164 1568 49 115 86 1605 1411 207 1204 313 209
is_linear=0
shrinkage=0.1


Tree=84
num_leaves=31
num_cat=0
split_feature=15 10 5 7 7 2 0 5 13 10 15 2 17 13 17 3 16 18 18 6 0 17 9 5 13 13 15 10 0 0
split_gain=0.35758 0.428879 0.373638 1.13424 1.258 0.979854 0.887339 1.65264 1.39022 0.781403 0.728112 0.70622 0.645896 0.620379 1.50561 1.02125 1.35958 0.647158 1.91785 1.32311 2.87422 0.976891 2.17105 0.87217 0.764309 1.0801 2.10639 1.36123 1.51301 1.77936
threshold=50.314162856800003 61.778079379550007 25.767562150000003 21.725272673150005 20.752538901500003 319.18044405035005 76.451683855550016 29.026000224750003 116.35915634395 60.613977009100005 46.683480308100009 258.06114663960005 165.41031664360003 117.69263157665002 187.51563899930002 93.980430866100008 22.704946905950003 13.077716774800001 13.112573650350003 16.375382608200002 89.493394246350007 187.51563899930002 193.67618212375001 24.279163357700003 117.67650082785001 117.64961624655002 45.858046225550005 61.982402197500001 85.877418060900013 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 4 5 6 7 -4 -9 12 13 -12 -1 15 -15 17 -17 19 -19 20 -11 22 -21 24 25 26 27 -20 -29 -30
right_child=1 -3 3 -5 -6 -7 -8 8 -10 10 11 -13 -14 14 -16 16 -18 18 23 21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.062832451814090778 0.020164343025575807 -0.10716595598319385 -0.10990030514671019 0.076156085918015315 -0.11440209009487207 -0.10595728642234002 0.087232121431223372 -0.12845626510188088 0.070899342060217904 -0.13156546647759204 -0.11665863865432005 -0.018369923372918966 -0.10989427622143683 -0.026540511474596396 0.050406580877356603 -0.081107400317098288 0.11799832299909581 -0.083454108796550505 -0.067739294760071442 -0.041195426456382446 0.034981839004213193 0.06537531946515257 0.05608071281184434 0.055952591922956152 -0.062780621284108509 0.054749542778775945 -0.14450151929899946 0.065391046972677766 -0.042654051399310389 0.0020768899346641592
leaf_weight=0.26960927061736484 0.43840378522872814 0.66696905042044818 0.99283720218227101 2.5914468839182518 0.8624716307822381 0.60591679631033901 1.7312552816001696 0.41205875703599337 2.3154036618652754 1.7119070815388138 0.97103686141781453 2.9575766557827592 1.0988819264384799 3.8981841355562192 7.3140038978308439 2.7963299044931769 0.39089536666870106 2.8156773746013632 2.965977535583078 4.1778945252299291 2.6252281828201376 5.5166347371414295 5.0890230163931847 2.7192318237794089 1.9880645796656597 3.4738736040890208 1.0251930928789068 3.5270757931284598 9.5290823108516616 133.22742663289682
leaf_count=14 5 45 186 31 36 42 32 73 70 26 40 37 69 28 39 204 1 26 25 28 24 29 26 17 18 16 13 23 79 2732
internal_value=6.17622e-05 -0.0566653 0.000360925 0.019726 -0.00140649 0.014682 0.0280905 0.00056876 0.0407812 -0.00055961 -4.10179e-05 -0.042664 -0.075865 0.000818614 0.0236541 -0.000576072 -0.0566882 0.000415334 -0.00164705 0.0178103 -0.0307559 0.0320584 0.0122248 -0.00019338 -0.00117371 -0.000377098 -0.00165145 -0.000670215 0.000689646 -0.000908927
internal_weight=210.706 1.10537 209.6 9.51139 6.91994 6.05747 5.45155 3.7203 2.72746 200.089 198.72 3.92861 1.36849 194.792 11.2122 183.58 3.18723 180.392 161.272 19.1207 4.33714 14.7836 9.26692 158.456 155.737 153.749 150.275 149.25 146.284 142.757
internal_count=4034 50 3984 470 439 403 361 329 143 3514 3431 77 83 3354 67 3287 205 3082 2949 133 50 83 54 2923 2906 2888 2872 2859 2834 2811
is_linear=0
shrinkage=0.1


Tree=85
num_leaves=31
num_cat=0
split_feature=18 16 15 15 19 7 4 13 19 12 8 4 8 16 0 18 16 8 5 6 3 10 17 9 2 5 7 9 7 6
split_gain=0.327863 1.03899 1.63218 0.734272 0.74961 0.608275 1.03291 0.487853 0.798583 0.455959 0.427728 0.830621 0.811854 1.62413 1.62282 1.56531 1.24481 1.25746 0.975512 0.783003 2.173 2.50008 1.71518 2.24563 1.87108 1.03542 1.26662 1.01678 1.80422 1.00984
threshold=17.138111898250003 17.684958644900004 20.729785921300003 11.939171177750003 12.651020723000002 27.007549805650005 254.30081718620002 98.050756475600011 12.651020723000002 176.22193183745003 7.943800736700001 387.60063489055005 8.0437227585500022 19.144955230800004 94.203572890950014 15.452304577250002 14.844965286000003 8.1436447804000007 15.363313533450002 14.825346391850003 83.538459487450012 71.015621515800021 190.25644477395002 200.76482212275002 327.65694121785003 17.679107616400003 25.395581754250003 206.22988073345002 25.335171910400003 13.835323260100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 9 7 -7 8 -1 -5 11 -9 13 14 -12 -16 17 -14 -18 20 27 22 -22 -24 -25 -21 -27 -20 -29 -30
right_child=1 -3 -4 4 -6 6 -8 10 -10 -11 12 -13 16 -15 15 -17 18 -19 19 25 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-0.10777156330981451 -0.11705650157070112 0.10733437255119947 -0.11009074920330403 -0.10795049348954483 -0.050952163357699122 0.029276151169223514 -0.13851557155104949 0.015931812191273605 0.08143189010001517 0.08465768531795187 0.10833163865238427 -0.079244881067781339 0.00043279268403302286 -0.11007939415164059 -0.11999763580376731 0.012453728863061665 0.055920893012900222 -0.13303165393981967 0.029814275655071477 0.058433631507210204 0.087450527839286044 -0.12039402296354268 0.01331180820567548 -0.11998339583486291 0.048073680475860435 0.00075793490639299347 0.076611124414913107 -0.066324660777557831 0.037587688297362767 -0.038267308675848197
leaf_weight=0.93968928880349156 0.28881118065328282 1.1794576720567418 1.0065414142736697 0.12983005770365785 0.59346603910671536 0.65776886130333767 0.82958718937879894 24.506441905483374 0.29252560757595347 2.3048892547376454 1.0211488604545582 0.95258397184079413 1.4194144695065909 2.0359547212719917 1.3595393132418396 2.5959246745333076 3.173733160365372 1.4044000519206745 9.9263198822736758 3.3568190401419988 1.2900055632926513 3.310216019395738 4.4982958268374187 3.4649516264908016 0.81909645348787297 120.66706272808369 2.2423097668215624 4.2121498808264723 5.6825265940278751 2.5392572372220457
leaf_count=448 354 18 72 61 29 14 87 832 33 168 6 94 17 30 37 38 39 39 45 22 6 152 19 103 14 1127 27 31 44 28
internal_value=5.67484e-05 0.0241416 0.0014467 0.0352927 0.0498229 -0.000595517 -0.0643113 -0.000125695 -0.062855 0.074387 0.000259863 0.0123706 -0.00150182 -0.0348384 -0.00405694 -0.0330714 -0.00011036 -0.0659446 0.00101508 -6.05144e-05 -0.0131271 -0.0449987 -0.0202205 -0.0360359 -0.0878514 0.0036383 0.00214177 0.00594801 -0.013105 0.0141602
internal_weight=208.701 5.503 4.32354 3.317 3.02819 203.198 1.48736 201.71 1.23221 2.43472 200.478 25.459 175.019 7.01257 4.97661 3.95546 168.007 2.82381 165.183 162.009 35.7428 13.3826 10.0723 8.78234 4.28405 126.266 122.909 22.3603 12.4339 8.22178
internal_count=4034 702 684 612 258 3332 101 3231 481 229 2750 926 1824 111 81 75 1713 56 1657 1618 442 294 142 136 117 1176 1154 148 103 72
is_linear=0
shrinkage=0.1


Tree=86
num_leaves=31
num_cat=0
split_feature=9 17 9 19 9 18 16 9 9 9 12 9 2 5 15 19 3 18 7 4 6 18 18 7 0 16 12 18 8 16
split_gain=0.328841 0.530822 0.451771 0.953724 0.692908 0.809098 0.533159 0.500435 0.965738 0.46494 2.22375 1.40457 0.945911 1.05196 1.57214 1.98785 1.01932 0.907843 0.889459 1.66908 2.77871 3.01526 2.67256 1.60325 2.49389 2.54995 1.29337 1.30601 1.11072 1.18296
threshold=38.295222230400007 195.42788627465004 49.235310305400013 13.051052998800001 63.789425898000005 13.314799198000001 16.604961170400003 66.346857137250012 68.155894387200007 186.68586460755003 255.84286977610003 185.90443620030001 56.478612905150008 21.955793948900006 34.139075990150012 14.451165964200003 93.937415536000017 13.4793103924 23.109894804950002 168.01744813895002 15.785368822600002 13.314799198000001 13.24088655595 22.721067571950005 85.995710218650018 22.674946976100003 85.453317281250008 12.971888692100002 8.9430209551500024 22.694946929300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -7 -6 -9 10 11 12 -10 14 17 -16 -15 -14 19 26 -21 22 23 24 25 -22 27 -11 29 -20
right_child=2 -3 4 -5 7 6 -8 8 9 18 -12 -13 13 16 15 -17 -18 -19 28 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.1163325654209513 -0.11310458372502817 0.037650930125323279 -0.12652275167326188 0.081065822879554258 0.051724660608236842 -0.10212618582165534 0.088876099893588301 -0.11746952323520927 0.096410135714072046 -0.065653071621150125 -0.16677570199733596 0.07023296613170496 0.080614320355217817 0.074243719843475678 -0.10889257243737334 0.011285184971068283 0.00069603723579688987 -0.043629633105698382 0.0025369186630782026 -0.13325029320397039 -0.12308032640166799 -0.096331687425225646 0.064785680622272565 -0.059954142681477751 0.074873259147630003 0.0085602172892935667 0.047512219867758256 0.031320117898098153 -0.055889940048199784 0.074363381269827902
leaf_weight=0.59625898109516029 0.30219204790773702 0.3584602309128968 0.9205672777025018 1.5528062487137502 1.8799873065872805 0.2281394563469803 0.40661859669489786 0.69872945128008623 1.1024970846483579 2.8557519863825274 0.66230600829294317 4.3323093054059418 1.7505960597191026 2.84900795255089 3.0624300315976143 2.4999237675219774 5.5655574166012229 0.88564355156267982 131.44821570746717 2.2987601310014751 2.0937514232355259 4.1686212089553001 4.5354155404493204 6.643029070517513 3.2913735434412956 4.9509701922070235 6.3704858766868711 2.703634083212819 3.1929663252085438 2.3336899466812602
leaf_count=290 159 189 36 25 45 105 9 45 17 36 87 43 20 21 28 21 467 60 1871 14 47 57 32 68 24 50 48 22 55 43
internal_value=3.53261e-05 -0.0585177 0.00030724 0.0494341 -0.000140067 -0.0666311 0.0202276 0.000371445 -0.00011056 0.000300279 0.01377 0.0191935 0.0067119 0.000759266 -0.0247336 -0.0548803 0.0255979 0.0388746 -0.00142908 -0.0145657 -0.0279184 -0.0184907 -0.00340837 -0.0216242 0.00301058 -0.0305645 0.0167533 -0.0184932 0.00239869 0.00378986
internal_weight=206.541 0.954719 205.586 1.855 203.731 1.55533 0.634758 202.176 200.296 199.597 22.7103 22.048 17.7157 16.6132 8.19859 5.56235 8.41457 2.63624 176.887 39.9118 27.9819 25.6832 21.5145 16.9791 10.3361 7.04472 11.9299 5.55939 136.975 133.782
internal_count=4034 479 3555 184 3371 150 114 3221 3176 3131 764 677 634 617 129 49 488 80 2367 398 292 278 221 189 121 97 106 58 1969 1914
is_linear=0
shrinkage=0.1


Tree=87
num_leaves=31
num_cat=0
split_feature=15 2 16 15 18 15 19 17 2 16 5 5 17 15 17 2 4 12 5 9 18 9 17 10 8 17 0 9 10 9
split_gain=0.326407 0.395825 0.346969 1.93604 3.4323 2.26122 2.43985 1.81799 1.71616 1.47096 1.42888 1.82026 1.84871 1.43643 1.34589 1.09883 1.30714 1.11177 0.982168 0.975182 1.42211 1.80522 1.77132 1.45097 1.78246 1.38202 1.36361 2.54364 1.18629 0.962535
threshold=50.314162856800003 310.17567643235003 18.684956306450005 29.037712645600003 14.053554955550002 27.201366220250005 12.851036860900001 200.37850214585004 137.73157856955004 18.754956142750004 13.716117217950002 17.719454526200003 174.23065882520004 23.292710050100002 200.68028944555002 186.79363985910004 269.4564136126001 194.21446734015004 19.426367441400004 210.65484416470002 15.788786379500001 206.75106037490002 201.96256717700001 75.634392583900009 7.7439566930000003 183.58889821140002 97.39208423365001 218.52376939385002 81.479100559500012 63.789425898000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 15 -6 -7 -4 13 -12 18 -8 -9 16 19 -18 -13 20 21 23 28 25 -25 -1 -21 -28 -22 -17
right_child=1 -3 9 4 7 8 10 14 -10 -11 11 12 -14 -15 -16 29 17 -19 -20 26 22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0080912133536135064 -0.12211453649641996 0.0023834932033543329 0.062056920831694444 0.07452812177089721 -0.1336736152465236 0.089503699045809501 -0.069152464813804729 0.11239208239561443 -0.033736124440357326 0.0011913689215873619 -0.12531413248714771 -0.47273382400632413 0.044864711157253857 0.054612036632816136 -0.071209553447961468 -0.10461334258681927 0.050914606974527425 -0.14781851056672846 -0.10548927661610015 0.047228089952556493 0.076443862944567537 -0.13395813132410606 -0.12337588633261154 0.01085977057929902 -0.13167640815156931 0.068092219161147646 -0.13676376191423265 0.020508373281140749 -0.081121744430013784 0.057711638554894709
leaf_weight=5.7063484976533889 0.48268692416604497 0.54227835289202631 4.0837107426486901 1.5769857834093262 3.6448107920587063 4.4643759127357034 1.806706765055422 0.59331190586090077 1.5128413746133444 143.38234107027529 3.704566515982151 0.099914439022540935 1.5035710131487574 1.9497979695152023 1.2207469508575739 0.39347543296025733 0.38255701255547947 1.0655848504902676 0.26858910341979936 1.4892950011417259 5.9123255076119667 1.0242485981434573 0.54929457395337511 2.030341652265633 1.5449314746365415 4.0863774759927765 2.2335630988818593 1.9058873941539785 0.51983805546478823 5.1008417973207543
leaf_count=295 28 22 39 27 183 49 94 2 39 1429 120 1 78 71 60 380 128 71 64 14 51 16 49 78 39 33 47 37 240 250
internal_value=4.41863e-05 -0.0562464 0.000327346 -0.0063517 -0.0554205 0.000657511 -0.0073052 -0.0929607 0.0583115 0.00287689 -0.0525867 -0.0847004 -0.00433152 -0.00491302 -0.0111602 0.00514494 -0.00276166 -0.095319 -0.205062 0.00220219 0.0119545 -0.00601082 0.0489899 0.00379243 -0.0507323 0.0236991 -0.0348297 -0.0643525 0.0637096 0.0460867
internal_weight=204.782 1.02497 203.757 56.2911 7.03586 49.2553 43.2781 5.45887 5.97722 147.466 9.33315 5.57664 1.87207 3.7565 1.81406 33.9449 28.4506 1.44814 0.368504 27.0025 21.3737 14.3922 6.98146 13.368 3.57527 9.79273 5.62875 4.13945 6.43216 5.49432
internal_count=4034 50 3984 2516 272 2244 2156 245 88 1468 428 263 143 165 62 1728 1098 199 65 899 801 461 340 445 117 328 98 84 291 630
is_linear=0
shrinkage=0.1


Tree=88
num_leaves=31
num_cat=0
split_feature=18 16 15 6 15 10 7 4 13 9 18 17 16 7 3 2 6 16 16 10 2 7 15 16 18 18 12 14 12 7
split_gain=0.302711 0.902199 1.41514 0.636323 0.564104 0.677716 0.547743 0.786813 0.39835 0.666491 0.311141 1.02547 1.32391 1.02316 0.975303 1.17119 1.113 1.33232 0.942639 0.882321 1.46985 0.943532 1.09215 0.833761 0.691046 2.26163 1.06795 2.39433 1.04667 0.982321
threshold=17.138111898250003 17.684958644900004 20.729785921300003 8.2451926476000015 19.388404648600005 83.740093847200015 27.007549805650005 254.30081718620002 98.050756475600011 29.501628670900001 15.534338342150003 206.50651863080003 18.764956119400004 25.603371256250004 81.93344998355002 80.683647763550013 12.26528657645 14.934965075550002 15.524963695900002 75.634392583900009 90.745765132650021 25.335171910400003 34.884393272300009 18.764956119400004 15.343833331950004 15.117211030200002 93.660658182900008 159.27858171270003 96.720516239650024 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=6 2 3 -2 5 -5 8 -8 9 -1 13 14 18 19 15 -12 -17 -18 -13 21 -21 24 -23 -15 25 26 27 29 -28 -10
right_child=1 -3 -4 4 -6 -7 7 -9 10 -11 11 12 -14 23 -16 16 17 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.080894207572598659 -0.10867052774413494 0.10644683886073206 -0.10890793844887169 0.045818879551136199 0.099010578189046905 -0.10981344919635422 0.020050346049707291 -0.13171023787091488 0.004395915655934955 -0.10661100859490916 0.096861764232160197 0.0013086099866312635 0.026655918701609611 -0.12392208809954348 0.085306371561073929 0.03565268151665274 -0.099950407258135893 0.0169365449619613 -0.10729260358848498 -0.0053060377582745608 -0.11926550180800594 0.067897166976885234 -0.028265692884518991 -0.021312837901285003 0.045915373448299046 -0.11895635757945747 0.042105117189469826 -0.12944339479068082 0.0010534685255362034 -0.056389236463564196
leaf_weight=0.24909354295959818 0.28162344814336382 1.0553352939605245 0.88642156781861547 1.1654426043387505 1.24741219880525 0.36819763304083597 0.62150130931695347 0.75863728706463007 11.087671102373863 0.79329421748116147 1.4863476539030696 1.3353060041554266 3.1651547141373158 1.1481035356409841 2.4962796185864127 4.27420768784941 1.8446228522807362 2.0688800718635321 1.9908406785689292 3.717563243902986 1.6272030672553226 4.1887254975736132 1.6448264117352662 2.5523895062506199 3.1915192001324604 1.6112044849432994 6.5136540979146949 1.9029408394417249 133.57281005984987 3.49720375239849
leaf_count=58 438 18 72 22 11 141 14 87 124 423 28 13 26 45 17 37 21 25 98 39 119 29 58 23 21 26 78 23 1841 59
internal_value=2.36176e-05 0.024312 0.00236275 0.0345675 0.0490725 0.00845454 -0.000592323 -0.0633697 -0.000150184 -0.0618039 0.000179531 0.0124582 -0.0196394 -0.00112051 0.029578 0.015198 0.000373223 -0.0381579 -0.0636938 -4.76305e-06 -0.0400008 0.00127368 0.0407831 -0.0531481 -0.00015453 -0.00108403 0.00012892 -0.0239442 0.00296226 -0.0101793
internal_weight=202.344 5.00443 3.9491 3.06268 2.78105 1.53364 197.34 1.38014 195.96 1.04239 194.917 18.6616 6.4913 176.256 12.1703 9.67406 8.18771 3.9135 3.32615 172.555 5.34477 167.211 5.83355 3.70049 161.377 158.185 156.574 16.4878 140.086 14.5849
internal_count=4034 702 684 612 174 163 3332 101 3231 481 2750 265 137 2485 128 111 83 46 111 2417 158 2259 87 68 2172 2151 2125 206 1919 183
is_linear=0
shrinkage=0.1


Tree=89
num_leaves=31
num_cat=0
split_feature=15 6 5 7 10 9 16 16 0 6 7 2 5 19 8 3 16 8 19 17 15 9 7 0 8 3 0 6 6 5
split_gain=0.278406 0.38004 0.325134 1.05509 0.741118 1.52685 1.44627 0.929015 1.0537 1.18208 0.826458 0.677622 0.742008 0.682656 1.14538 0.78551 0.628852 1.01436 0.578124 0.56748 0.555079 1.18628 0.551709 0.503295 1.24915 1.5235 0.66813 1.73094 1.26375 0.889789
threshold=50.314162856800003 17.985420226450003 25.767562150000003 23.478650568600006 61.622148808000013 191.29995577870002 22.794946695500006 22.744946812400002 85.667718326750006 16.545386580300001 19.506002767000002 307.89447427740009 32.00428233840001 13.451085274650001 10.441851282850001 112.77544165605001 22.704946905950003 8.3434888241000014 14.651182102100002 162.13109061465002 46.683480308100009 196.64273721640004 19.506002767000002 85.812895065800021 8.2435668022500028 93.846007959550022 85.995710218650018 16.505385645700006 17.755414852450006 24.279163357700003
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 5 6 -1 8 9 10 -6 12 13 19 15 -15 17 -11 20 -4 23 -22 -21 24 -10 -26 27 -25 29 -28
right_child=1 -3 3 -5 7 -7 -8 -9 18 16 -12 -13 -14 14 -16 -17 -18 -19 -20 22 21 -23 -24 26 25 -27 28 -29 -30 -31
leaf_value=-0.11714879422634657 -0.10612310255006414 0.019597148607683992 -0.10606510739889437 0.10498722577943574 0.07374624387040371 -0.12917109340568608 0.055958355648464242 0.051418133488175422 0.069287757934175229 0.030354371858806753 -0.12060095576358712 -0.1039250847582246 0.089841912171720495 -0.092143102832573431 0.051538732216163466 0.065103344927475312 0.073367584415815174 -0.11733619768524461 0.033822845999572318 0.088630813162830682 0.013248350220546585 -0.11479870220074816 -0.034835795479497063 -0.085118455013859159 0.032372096364567393 -0.062016433864332934 0.0005147388604609662 0.0048527713973382895 -0.10108797854439587 0.071550407040862407
leaf_weight=0.68726916095329205 0.56909254405763832 0.41636404395103455 0.23014693032018696 1.2304138850886372 0.24546296894550268 1.3595348378876222 1.6209466829895971 3.4874733248725525 3.6059105787426216 1.0903550994116815 2.0150139923061943 0.53010669461218629 1.0728206805652005 2.0270117114996546 1.2178513593971727 0.37672114698216308 0.79310174658894528 0.81086835771566246 5.0823302436619988 1.5435249364236372 1.6314017868135118 1.3001018036156891 0.47277164156548668 3.3110601473599655 4.6152442693710327 2.7165615074336529 147.54086996118713 6.0372808985412121 1.2137808669358481 1.7846606559469353
leaf_count=52 45 5 52 11 2 48 13 24 23 35 161 56 46 119 10 7 5 38 38 49 13 34 120 31 21 35 2882 33 13 13
internal_value=1.62147e-05 -0.0530052 0.000277923 0.0191822 -0.000583528 -0.0451012 0.00441586 0.000288313 -0.00068187 -0.0461713 -0.099497 0.00505076 0.0133738 -0.000606489 -0.0274694 -0.0674989 -0.00143235 -0.0326354 0.000578431 0.0427004 -0.000393957 -0.0435396 0.0596809 0.000346459 0.0210994 -0.0026005 -0.00107322 -0.0270139 0.000537664 0.00136372
internal_weight=200.636 0.985457 199.651 8.70137 190.949 3.66775 2.30822 187.281 183.794 4.9548 2.26048 7.47096 6.94085 5.86803 3.62158 2.40373 2.69433 1.90122 178.839 2.24644 173.757 2.9315 2.0163 170.825 10.9377 7.33181 159.888 9.34834 150.539 149.326
internal_count=4034 50 3984 470 3514 113 65 3401 3377 241 163 459 403 357 136 126 78 73 3136 221 3098 47 169 3051 79 56 2972 64 2908 2895
is_linear=0
shrinkage=0.1


Tree=90
num_leaves=31
num_cat=0
split_feature=8 15 9 15 8 18 10 5 5 19 15 8 6 13 16 8 5 5 15 16 9 7 6 3 15 3 0 16 15 13
split_gain=0.285611 0.447935 0.367373 0.631504 0.555676 0.585438 0.494833 0.452141 0.577112 0.369396 2.2986 1.32079 0.943264 0.82292 1.46408 1.05076 0.89487 1.04858 0.835568 1.89006 1.79537 2.01888 2.81373 1.73984 1.4301 1.27845 1.17008 1.13646 1.0324 0.845206
threshold=1.6487133604500002 21.092276343250003 49.235310305400013 26.384523135650003 3.1475436881500003 13.314799198000001 70.389210771400016 9.8611634500500021 9.1983704482500013 12.651020723000002 23.735720730600004 8.1436447804000007 13.65531905435 104.19119484555002 17.809958352600002 8.7431769115000026 16.424511567200003 16.903404623850005 28.504445985850001 18.684956306450005 206.54353961905005 24.024273989350004 14.865347326450001 85.63276837105002 29.037712645600003 85.788698942600021 92.313586825200005 18.734956189500004 29.037712645600003 114.81060446080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 -4 -7 8 -2 -6 11 12 -11 -12 15 -15 -16 -18 20 23 21 22 -19 24 -20 -25 29 -21 -29 -24
right_child=2 -3 4 -5 9 6 -8 -9 -10 10 13 -13 -14 14 16 -17 17 18 19 27 -22 -23 26 25 -26 -27 -28 28 -30 -31
leaf_value=0.038546805490416655 -0.11585895666643382 -0.11403753874182712 -0.1283361988434247 0.10912897209619639 0.011097898338292602 0.070380856758015267 -0.10176147872037632 -0.11368830630208518 0.10160249229599272 -0.087227946214555124 0.049503004533504202 -0.13384136836623406 0.0094550443147384342 -0.12235033306474963 0.054777157236657097 0.028781593828576858 -0.062292384336030675 -0.18694366240138408 0.061698638916917514 0.072446492271047908 -0.059005294111044243 0.098199602029651611 -0.093056496491941074 0.10167466827733435 -0.13176262111870141 -0.053061714069718283 0.092498845741782923 -0.067195138735953966 0.0011257606188616778 0.025712687417305424
leaf_weight=0.30251916345878171 0.17239371660252689 0.52852718799840659 0.69193325249943771 0.82804346544435248 27.252319543375052 0.41769733099499717 0.2782098811949254 0.294102363899583 0.41780120672774501 1.746593264339025 3.3950435270089647 1.807446965947747 2.3898235025626491 1.6366751703608309 3.0238243560306719 0.63989399187266816 2.6686946991831055 0.66845311783253958 0.44229086861014311 2.198750549927353 2.0218163281679145 4.0670919753611088 0.83259405416902188 0.8958823308348659 2.8078108767513186 1.3216644002823157 1.9255184084177015 2.2504137984942636 128.79246083891485 2.1372542237513699
leaf_count=437 63 123 22 7 920 37 126 28 6 106 71 49 105 78 18 3 42 7 5 16 31 19 21 6 158 39 12 21 1287 171
internal_value=7.77144e-06 -0.0584935 0.000253285 0.0463715 -0.000148987 -0.0632012 0.00156177 -0.0123937 0.0380828 0.000299943 -0.00145511 -0.0625295 -0.0313691 0.000789539 -0.000255008 -0.0798704 0.000906445 -0.000158018 0.000944771 -0.00121587 0.0266642 0.0446488 0.00550367 -0.0588401 -0.105435 0.00945133 0.031782 0.00114877 -4.75218e-05 -0.00758414
internal_weight=198.854 0.831046 198.022 1.71234 196.31 1.38784 0.695907 0.884297 0.590195 194.922 167.67 5.94386 4.13642 161.726 158.331 2.27657 156.055 153.031 150.362 138.709 11.6527 9.63091 5.56382 5.46765 3.2501 2.21755 4.89537 133.242 131.043 2.96985
internal_count=4034 560 3474 104 3370 185 163 97 69 3185 2265 260 211 2005 1934 81 1853 1835 1793 1532 261 230 211 208 163 45 204 1324 1308 192
is_linear=0
shrinkage=0.1


Tree=91
num_leaves=31
num_cat=0
split_feature=3 16 7 0 7 7 7 5 2 17 15 10 7 18 9 12 19 15 5 7 14 17 18 12 18 16 18 18 3 18
split_gain=0.275592 0.79547 0.630206 0.728351 0.359926 1.40639 1.08401 0.815701 1.28159 1.17617 0.769573 0.772781 0.539285 0.838393 0.794025 2.48247 0.986988 1.5103 2.67932 0.851853 1.70955 1.89808 2.78379 2.5875 2.51116 0.975606 0.922288 3.90876 1.82108 1.80983
threshold=108.47659710545001 21.094950670800003 19.078733418100004 75.462331263550013 22.105125139000005 22.181995028450004 20.861906850000004 21.955793948900006 41.467794892200004 177.64087306825002 25.621990087700002 65.611820673600008 22.356277907050004 12.949585557300002 186.68586460755003 209.59843599465003 14.451165964200003 39.296024648600003 20.911722254300006 23.109894804950002 195.25924573520004 190.94474013770002 13.258241318650002 212.27786901720003 13.142272494650003 22.624947093000003 13.4793103924 13.531614672700002 92.598563387050021 13.552878921100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 6 -6 10 8 -8 -9 11 -5 13 -7 15 16 17 18 -14 20 -16 22 24 -23 25 -22 28 -28 -21 -29
right_child=1 -3 3 4 5 12 7 9 -10 -11 -12 -13 14 -15 19 -17 -18 -19 -20 26 21 23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.052152125260178095 -0.10366246422643993 0.08451229188025372 -0.11492324857074379 -0.11457702369165955 0.073006724076316976 0.011865026853618069 0.049895331990630801 -0.11872683154640132 -0.11739713537272574 0.012430691920155184 0.058653583223775931 0.041708704088885697 0.028013329997050491 -0.094643582702946066 0.010474158620396431 -0.15308453228763574 0.077533574150577017 0.077929844750685678 -0.11633007514133989 0.084652049477000224 -0.057178807273056048 -0.12686929913195688 0.083440282305082644 0.0077827741869230102 -0.1295328558742288 0.021040524790707879 -0.12631569475074353 0.078805649768580885 0.0067426699309773228 -0.00042946009357144313
leaf_weight=2.3145699993619919 0.78623614498064742 0.31451081857085228 0.55315727850393059 0.64014469983521693 2.6757104925636659 1.4510883775074028 0.57748970389366183 0.85139222785073787 2.2117930973181501 3.471884774058708 2.4559761038981378 0.62556949927238747 4.9926491207734163 1.5061662122170671 13.742609748383986 0.75296361801883982 3.6865978995338091 2.8283987790346146 1.7321187082270624 3.8149345666170147 2.5147640266804974 4.143290410458575 2.4036655165255061 2.1768991904391441 2.2384351911023259 4.3578122031176463 2.4380557874683282 2.9618701804429284 14.04824719391763 107.8747476581193
leaf_count=78 183 3 167 79 31 16 6 86 106 44 48 38 378 31 102 409 37 17 22 30 28 46 11 28 21 50 20 61 86 1772
internal_value=6.53525e-07 -0.0498963 0.000280816 -0.000338916 -1.08043e-05 0.00104137 -0.017719 -0.0405999 -0.0827611 -0.0133984 0.026009 -0.037334 -3.03915e-05 -0.0423811 0.000678359 0.0235371 0.0335818 0.0166207 -0.00916564 -0.00128738 -0.0160323 -0.0364568 -0.0122877 -0.0804903 -0.0375426 -0.00758093 0.00226315 -0.00106715 0.0233813 0.00168793
internal_weight=197.144 1.10075 196.043 193.728 193.175 182.341 10.8343 7.11256 2.78928 4.32328 3.72169 1.26571 179.665 2.95725 176.708 13.9927 13.2398 9.55317 6.72477 162.715 31.5775 17.8349 11.5147 6.32019 9.11101 6.87258 131.138 113.275 17.8632 110.837
internal_count=4034 186 3848 3770 3603 3196 407 242 112 130 165 117 3165 47 3118 863 454 417 400 2255 286 184 110 74 99 78 1969 1853 116 1833
is_linear=0
shrinkage=0.1


Tree=92
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 8 7 4 16 5 19 13 18 18 3 0 5 7 15 10 15 6 18 6 2 12 5 17 3 6
split_gain=0.273836 0.76049 1.23521 0.559223 0.551704 0.960261 0.475564 0.702944 0.372399 1.75767 1.0151 0.753605 0.652724 0.407042 0.367162 1.44808 0.961515 0.569171 0.554684 0.585865 1.92162 0.91744 2.36342 1.96676 1.53268 0.883957 0.856853 1.20791 0.709213 1.87065
threshold=17.138111898250003 17.684958644900004 20.729785921300003 11.939171177750003 12.26528657645 7.1444245619500011 27.007549805650005 254.30081718620002 14.464966174600002 13.716117217950002 11.650940033400003 98.050756475600011 13.154691941050002 13.142272494650003 79.47351079420001 102.03236296680001 15.237417718750002 26.950136669150002 18.885173188250004 76.599549052750021 20.520114807950005 13.78532209185 15.751016342950003 13.65531905435 185.72519583365002 199.78749241660003 16.903404623850005 188.19076296340003 82.69159517635002 14.205331905300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 8 -8 9 11 -10 -1 13 -11 15 -12 17 -17 -16 21 -21 23 26 24 25 -20 27 -23 -28 -30
right_child=1 -3 -4 4 -6 -7 7 -9 10 12 14 -13 -14 -15 18 16 -18 -19 19 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.11258491939141191 -0.11276480963792085 0.10551360120431202 -0.10748927175802239 0.087650287210247119 0.09238225474530988 -0.084948977121002162 0.0175522636480052 -0.12963017736178259 0.076159971567483956 -0.10242296230095796 -0.11114202776499947 0.042142778272083327 -0.10599438273465883 0.11006711266122271 0.056534907622036883 -0.10827429440857682 0.12255418225406212 0.033744549218898932 -0.010072494970216637 0.068927171506220977 -0.12019418956049724 0.0016801895919340039 -0.12656823572300888 0.066128999039115011 -0.099558943287815699 0.064405215639160768 0.040964188908496305 -0.07624370620902915 -0.098941487781588053 0.0013546210565514973
leaf_weight=0.35409421957592657 0.2375944182567763 0.91894351018709119 0.78404057951411221 0.64017538637563143 1.3394608580274505 0.64923938587890007 0.60981403294135705 0.69354719304101309 1.7625759064685542 0.14058332673448637 1.3726620783563697 2.8351815360365435 2.2538847773539601 0.25128698348999023 1.7493732002185414 0.51130908043705836 0.64906821772456158 0.62977259606122971 5.4036187314777617 0.85329302598256562 1.4506270258134462 4.5817420119419676 1.5004968191497017 6.4336020313203326 1.4707031955767886 2.2601404245942831 4.3646522485651067 3.5156673016026616 1.8840834135189641 143.22496112223598
leaf_count=215 354 18 72 151 20 87 14 87 17 57 67 20 293 1 46 53 2 2 102 6 114 40 40 35 69 9 20 31 37 1955
internal_value=1.09398e-05 0.024203 0.00373469 0.0341568 0.0474354 0.000744008 -0.000568566 -0.0607668 -0.000154427 -0.0250252 0.000635918 0.0249639 -0.0852837 0.0338364 -9.60736e-05 -0.0338701 0.025381 -0.0298929 0.000501716 -5.22625e-05 -0.0501501 0.000608649 -0.0016588 0.0237771 -0.00605233 0.0118919 -0.000469333 -0.0321522 0.00124702 5.2385e-05
internal_weight=195.326 4.56945 3.65051 2.86647 2.62888 1.28941 190.757 1.30336 189.453 5.83503 183.618 3.18928 2.64576 0.39187 181.856 3.16281 1.79015 1.14108 178.693 176.944 2.30392 174.64 159.072 15.5681 9.13446 7.66376 157.571 8.09741 149.474 145.109
internal_count=4034 702 684 612 258 238 3332 101 3231 586 2645 235 351 58 2628 124 57 55 2504 2458 120 2338 2123 215 180 111 2083 71 2012 1992
is_linear=0
shrinkage=0.1


Tree=93
num_leaves=31
num_cat=0
split_feature=10 7 7 8 8 0 3 13 19 7 7 0 0 5 16 3 8 9 3 12 19 15 3 6 18 0 19 19 9 9
split_gain=0.284188 0.301268 0.879499 0.980078 1.11258 1.30527 0.711412 0.806197 0.728914 0.696551 0.867604 0.713193 0.600058 1.13516 0.583586 1.37823 1.04628 0.648976 2.38171 2.17549 1.74966 1.71725 3.07339 1.04703 0.813449 1.75742 0.665629 0.896784 2.10948 0.626375
threshold=54.879495816850003 19.716522186550005 21.725272673150005 9.5425530862500008 9.1428649988500013 87.009258933850006 103.48681881535002 116.35915634395 13.851117550450002 21.147833206800005 20.168347255900006 91.394134144600017 82.250688042950017 30.284449345300001 22.704946905950003 93.980430866100008 8.543332867800002 187.94830913940004 93.846007959550022 209.59843599465003 14.451165964200003 40.42701969085001 93.579850604650019 16.485385178400005 13.091807150500001 86.692020874450009 14.651182102100002 14.551174033150001 202.16842692300003 197.29115675710003
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 14 -6 -2 -8 -9 10 -3 12 13 -12 15 17 -16 19 26 20 21 22 23 24 -4 -26 27 -19 -29 -18
right_child=1 2 3 -5 5 -7 7 8 -10 -11 11 -13 -14 -15 16 -17 29 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10145284228836025 0.068539466170997168 -0.11902325022483251 0.10539512632016984 0.065265372595960686 -0.13597179848738936 -0.0014284835074482097 -0.11543670896394931 0.04818339038379648 -0.10525476858265299 -0.080960730303881456 -0.10763572420314625 -0.12615799392024515 0.070656677051112005 0.099094670431442683 0.060220355609273503 -0.084681542649258229 -0.065188181150876906 0.00052739385092176135 -0.11751398162692345 -0.14828667574212023 0.074095686220303866 0.086491297686454582 -0.1391210934969139 -0.08552493753154658 -0.19544577463419513 0.023232099789665776 0.041180618387480362 -0.083360649657271635 0.03117673982212554 0.026885456012993515
leaf_weight=0.27569202013546501 2.0950180608488145 0.61173710851289742 1.0510566732264157 2.3248726133024311 1.2993877157568925 1.6201089248061178 0.56504400269477661 1.6589232156402434 0.38064628856955085 2.3335873585601803 0.67469871325738562 0.33221834912546899 1.5006570349432875 0.43806907295947894 4.2964747771620742 1.9119349706888886 1.4126823451370003 137.1826959482496 1.7487643961212587 0.75288695395283767 5.2045943206176153 2.1643023025244466 1.5967161878943432 0.991821229457856 0.38923907349817444 6.5821893303509569 3.8013182394206515 3.9733941396698347 2.7010570988059044 1.5490478645078836
leaf_count=125 53 152 9 29 32 15 40 64 39 91 130 26 43 13 37 92 15 1914 52 426 45 14 20 5 4 435 27 32 23 32
internal_value=3.99396e-06 0.000148812 -0.000474886 0.000752333 -7.98532e-05 -0.06131 0.0251578 -0.00973623 0.0195471 -0.038505 -0.0106547 0.0118507 0.0293944 -0.0262511 0.000928331 -0.000256918 0.0286974 0.000703082 -0.00149677 0.0182485 0.0252219 0.00531103 -0.0112471 0.0114034 0.0233867 0.0110226 -0.000122747 -0.00121416 -0.037009 -0.0170317
internal_weight=193.421 193.145 188.446 182.555 180.23 2.9195 4.69963 2.60461 2.03957 5.89097 3.55738 2.94564 2.61342 1.11277 177.31 170.052 7.2582 168.14 149.407 18.7328 17.9799 12.7753 10.611 9.01431 8.02249 6.97143 147.658 143.857 6.67445 2.96173
internal_count=4034 3909 3713 3258 3229 47 196 143 103 455 364 212 186 143 3182 3098 84 3006 2048 958 532 487 473 453 448 439 1996 1969 55 47
is_linear=0
shrinkage=0.1


Tree=94
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 8 7 16 16 5 19 13 18 15 16 2 19 19 10 6 10 9 2 4 5 18 7 0 0 16
split_gain=0.24331 0.686682 1.10192 0.491579 0.484555 0.834876 0.407251 0.636493 0.332969 1.52341 0.862793 0.655805 0.522745 0.350368 0.491067 1.20205 1.45869 0.59296 1.90349 1.31702 1.18911 1.46228 1.00391 0.930145 0.890456 1.14104 0.740467 1.12025 3.95272 1.58862
threshold=17.138111898250003 17.684958644900004 20.729785921300003 11.939171177750003 12.26528657645 7.1444245619500011 27.007549805650005 14.274966618900002 14.464966174600002 13.716117217950002 11.650940033400003 98.050756475600011 13.154691941050002 18.885173188250004 15.164964537700001 80.683647763550013 11.950964240300001 12.651020723000002 72.752365468100024 13.125306670700002 75.408562100950022 206.75106037490002 198.51835910855002 199.39562187565002 16.424511567200003 13.919698996450002 26.459406588900006 94.165934477050016 94.625660817400004 19.199955102150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 8 -8 9 11 -10 -1 -11 -12 15 -15 -17 19 24 -16 21 -21 23 -20 25 -19 27 29 -29 -26
right_child=1 -3 -4 4 -6 -7 7 -9 10 12 13 -13 -14 14 17 16 -18 18 22 20 -22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.11197293577033274 -0.1117062934574725 0.10493937169284724 -0.10682594857479777 0.084808302932183943 0.089626456422119014 -0.080976436372272226 0.016448769537809427 -0.12661596554989943 0.072623493988893742 0.032730961045846628 0.043998338828239177 0.038378320438467561 -0.10123472773750775 0.058790945537695441 -0.10459806364152613 0.038398490689634086 -0.089761270734749987 -0.011367530723151808 -0.039235662777328588 0.025462441774997333 0.079125031547244609 -0.12628282954415393 0.037282665794058679 -0.1225888139156943 0.042300666528227532 0.085324661233284346 0.064529036628726416 -0.13081386185314425 -0.0028526720234145725 -0.00078288495823014646
leaf_weight=0.32419865307747331 0.2154737565506365 0.83538501887232985 0.7122475079158902 0.60002201113093201 1.2460761840920893 0.61521371905109845 0.60138827937043859 0.64397637860383838 1.6475196119863529 0.33748442835349157 1.7856831886601856 2.7589487585355528 2.1272764329405618 1.2067601634189475 0.73489412355411232 1.233683482132619 3.1703576808213256 2.171615472296252 3.8343614463228723 4.8050483013648755 3.6180687770247459 0.73174503073096264 1.0621426643629091 2.0569634484418202 9.2041774598765169 2.7864111270755529 1.7519149188883592 2.9260130724869695 13.79577696835622 121.9996360513469
leaf_count=215 354 18 72 151 20 87 67 34 17 58 58 20 293 5 87 26 62 30 65 132 22 13 44 125 311 22 19 86 239 1282
internal_value=1.05974e-07 0.0237332 0.00371614 0.0331295 0.0458091 0.000879693 -0.000535131 -0.0575298 -0.000153668 -0.0242841 0.000587919 0.0225686 -0.0828916 -7.55607e-05 -0.00051998 -0.0296316 -0.0538605 0.000432556 -0.00102221 0.0242021 0.0345413 0.00540772 -0.0522049 -0.0683385 0.00127931 0.0429735 -0.000101801 -0.000867238 -0.0252436 0.0022395
internal_weight=191.54 4.22442 3.38903 2.67679 2.46131 1.21524 187.316 1.24536 186.071 5.54791 180.523 3.08315 2.46476 178.875 177.09 5.6108 4.40404 171.479 161.589 9.88976 9.15486 5.53679 6.95347 5.89132 154.636 4.95803 149.678 147.926 16.7218 131.204
internal_count=4034 702 684 612 258 238 3332 101 3231 586 2645 235 351 2628 2570 93 88 2477 2223 254 167 145 234 190 1989 52 1937 1918 325 1593
is_linear=0
shrinkage=0.1


Tree=95
num_leaves=31
num_cat=0
split_feature=9 9 9 17 2 2 17 16 4 0 17 17 12 15 12 17 17 0 17 9 18 10 17 9 13 15 10 18 17 18
split_gain=0.27216 1.10535 0.831616 1.00302 0.867049 0.814105 0.83388 1.05058 0.776919 0.727011 0.44554 1.10191 1.20614 1.62081 0.850804 0.640506 1.14739 2.39508 0.580025 1.65905 0.605839 1.76606 1.69204 1.28114 1.22428 1.17759 0.597346 0.926631 1.80338 1.05556
threshold=219.59809404590001 223.29399794390005 216.0493559571 203.30705351230003 258.06114663960005 147.36057300110005 192.28474763930004 17.684958644900004 267.17106116560007 90.407470010750018 212.37354083175003 208.33805927010005 364.62081499580006 32.167495462450006 160.88117028045005 205.32027903760002 205.83789591070004 91.066142252700018 204.49254535040004 202.86075815500001 15.788786379500001 75.634392583900009 181.79266834725004 210.65484416470002 98.255079293500017 20.520114807950005 75.408562100950022 14.797467221750003 196.31479727660005 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=2 8 10 -4 -5 -3 -7 -8 -2 -9 11 15 13 -13 -12 18 -17 -18 20 -20 21 26 -23 24 -22 -26 27 -1 -29 -30
right_child=1 5 3 4 -6 6 7 9 -10 -11 14 12 -14 -15 -16 16 17 -19 19 -21 23 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0013375732900221069 -0.028141071603855497 -0.1129009110620455 0.063436479880082289 -0.08451758176220267 0.053691874033619982 0.094915747607079215 -0.10659908524416506 -0.037418806563660784 -0.12445107641162999 0.069894145519333942 -0.1052816005182681 -0.022572595110105936 0.06999345404320817 -0.17446422679887216 0.041211470977135595 0.096650111817926973 0.059362278384402181 -0.10651458534308533 0.044147470932063761 -0.092877950783617921 -0.087837789814146472 -0.0084090857977449727 -0.12228078230107753 -0.083594001012606292 0.098917942888320509 0.0099697871365319359 0.042358096428560602 -0.1329185463352506 -0.073772556879097992 0.015044102945970129
leaf_weight=131.96737492009561 3.007191820535807 0.45870722233667027 4.3052757166442452 1.0475459987646898 0.80097584321629245 1.2966728026513008 0.71984693885315243 1.0134567241184416 1.1609518557670524 1.6741762585006652 0.43336910667130624 1.7571591964006072 0.6223884332430315 1.1705069791059939 4.6545212415003334 1.8848583267390484 2.4881647811271255 1.3388420473929725 1.4347809689352282 2.3001087689772248 0.64870681029060406 2.9683027004211899 2.3285694537771633 0.91521705154445943 3.144130818778649 2.8263665582053363 3.3040377606084794 1.4915512609295536 1.8913789429934693 4.5745094011435867
leaf_count=1965 41 17 59 20 29 20 101 16 54 32 45 66 14 29 185 24 36 74 26 27 564 76 205 29 42 31 22 57 72 56
internal_value=-7.99393e-06 -0.0166609 0.000853847 0.0369823 -0.0246306 0.0142642 0.0266642 0.000691934 -0.0549663 0.0294284 -0.000422831 -0.00130032 -0.0564251 -0.0833002 0.0287337 -0.000117914 0.0327859 0.00133183 -0.00129406 -0.0402388 -0.00036202 -0.00176534 -0.0584685 0.0273016 0.0426348 0.0568109 0.000331647 -0.000660721 -0.0338007 -0.0109362
internal_weight=189.63 9.331 180.299 6.1538 1.84852 5.16286 4.70415 3.40748 4.16814 2.68763 174.145 169.057 3.55005 2.92767 5.08789 165.507 5.71187 3.82701 159.795 3.73489 156.06 148.526 5.29687 7.53442 6.6192 5.9705 143.229 139.925 7.95744 6.46589
internal_count=4034 281 3753 108 49 186 169 149 95 48 3645 3415 109 95 230 3306 134 110 3172 53 3119 2453 281 666 637 73 2172 2150 185 128
is_linear=0
shrinkage=0.1


Tree=96
num_leaves=31
num_cat=0
split_feature=17 18 15 7 2 17 7 15 5 19 9 4 15 5 0 5 2 17 15 3 13 15 4 12 14 10 0 7 19 4
split_gain=0.269432 1.51572 1.74866 1.74427 1.89578 1.32759 1.12307 1.37748 1.73346 1.79563 1.35518 1.46359 2.17064 1.31727 1.81732 1.62459 1.00033 0.966611 1.85407 2.87192 1.74985 1.62281 0.958376 1.37685 1.27016 1.5607 1.25713 0.940274 1.59389 1.08962
threshold=188.10488866565001 13.314799198000001 41.800301886400014 22.977992916200005 155.70727190035004 189.95176274255002 23.203497038450006 45.169600924000008 25.568932055400001 14.451165964200003 186.68586460755003 267.94697827110002 31.504255087500002 21.876867948900003 86.382848189450016 21.566902724800006 62.147615758400008 186.57794620975002 29.037712645600003 93.663192806700025 103.93041440690001 40.042228346200012 264.72530087330006 217.19140783420002 287.36199315565005 61.950140699950005 87.170566421650008 23.445318439400001 14.351157895250003 157.07313959035005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 4 -4 -3 10 13 9 -9 -7 12 -12 14 -8 16 -16 -1 20 -20 -19 -21 -15 -24 -25 -26 -27 28 -18 -29
right_child=1 5 3 -5 -6 6 7 8 -10 -11 11 -13 -14 22 15 -17 27 18 19 21 -22 -23 23 24 25 26 -28 29 -30 -31
leaf_value=0.00092920655643528415 0.040207640598338021 -0.070927839743181759 0.011279370317868298 0.028647926249676343 -0.15233172067955422 0.06466309151399488 -0.10536031133467488 -0.14902107077260637 0.035589429852090106 -0.017074770953871568 0.017111481062511352 0.018585295696818823 -0.098662947334936912 0.07039069069778868 -0.11909415724230217 -0.085962930557277134 -0.019415121118033854 -0.082309322188144796 -0.15087563930027803 -0.09044214479789435 0.093133354776673172 0.019105682673174969 -0.070057269819424159 0.11101468510882269 -0.071943585312339173 -0.0141651871749622 0.07090330853772428 -0.15262834493974434 0.089554013151765408 0.0037494136222442757
leaf_weight=40.61788120260826 18.413951063164863 2.7749011685518772 1.2908163355896243 3.2428837433690205 1.5691077681258319 1.3517633909505082 1.5994354095309962 1.9685612421017129 1.8958538307342676 2.1664697744417936 2.3019595504738373 2.9325853706395719 5.4618339465232566 4.5427764597116065 0.64444770678528485 2.0228908665012559 2.254074874064826 0.81790904620356686 2.3030161960050446 2.0828643483109772 1.864335525780916 3.8551164426025935 1.5948201732244331 1.6225191557314236 1.6810044492594878 2.9954766374576138 4.1354156229645014 0.44869980961084266 3.3184527270495892 64.076582275134569
leaf_count=1513 150 70 17 22 38 56 11 41 25 45 20 34 54 26 35 22 33 62 30 21 9 33 19 8 36 16 61 4 64 1459
internal_value=-1.36463e-05 0.00231519 0.0248327 -0.0215578 -0.0784865 -0.00262313 -0.000884491 0.00269322 -0.0435884 -0.0798904 -0.0296791 -0.0416017 -0.0643359 0.00576261 8.09838e-05 0.00239867 0.00492539 -0.00617256 -0.0325803 -0.0560846 0.0396348 -0.0193204 0.0312581 0.0164799 0.0297064 0.0147353 0.0351686 0.00606557 0.0454762 0.00266198
internal_weight=187.848 136.307 24.5168 6.10281 2.85992 111.791 109.016 96.9675 6.03088 4.13503 12.0481 10.6964 7.76379 90.9366 74.3646 72.7651 70.7423 51.5411 10.9232 8.241 2.68224 5.93798 16.572 12.0292 10.4344 8.8119 7.13089 70.0978 5.57253 64.5253
internal_count=4034 2366 227 77 55 2139 2069 1905 111 86 164 108 74 1794 1628 1617 1595 1668 155 84 71 54 166 140 121 113 77 1560 97 1463
is_linear=0
shrinkage=0.1


Tree=97
num_leaves=31
num_cat=0
split_feature=18 16 15 6 15 6 7 10 7 8 16 5 19 12 9 0 0 6 5 10 16 17 10 18 18 18 16 10 3 3
split_gain=0.247054 0.576202 0.937024 0.447991 0.395797 0.510547 0.367455 0.880834 0.38412 0.579926 0.345603 1.04814 0.629921 0.871012 0.520682 0.45432 0.831702 0.941852 0.565328 0.96828 1.91265 1.22469 1.22412 0.959198 2.02324 1.7323 1.10322 1.38957 1.75243 1.39112
threshold=17.138111898250003 17.684958644900004 20.729785921300003 8.2451926476000015 19.388404648600005 12.165284239900002 26.726788378400006 80.468240302450013 26.459406588900006 7.8438787148500007 14.504966081100003 13.716117217950002 12.350996516100002 124.92778561480002 187.11236276785004 98.142164052000012 102.03236296680001 11.630271739450002 16.569990495050003 70.206395618550019 18.964955651700002 179.91109285790003 70.727956495850009 14.366548389000002 14.493864790000002 14.254777969200001 18.844955932300003 67.074341896550024 89.356282881700011 85.63276837105002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 8 -8 10 -10 11 14 13 -12 -1 18 17 -17 -14 23 21 -21 -23 25 -25 -20 -26 28 -28 -29
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 12 -13 15 -15 -16 16 -18 -19 19 20 -22 22 -24 24 26 -27 27 29 -30 -31
leaf_value=-0.11534460808792389 -0.10567344859682815 0.10442480884655687 -0.10559668018376048 -0.1032968907131892 0.094144123759165407 0.045222630058294987 -0.10024048288602345 0.010325247621938346 0.088757688659566084 -0.0096658388715486088 -0.089616799698779018 -0.07543274048009134 0.024341550242766862 0.050389306763543085 0.030827769123388589 0.0078376124994214546 0.06638654725277951 -0.088340601320669357 0.00074781993122643531 -0.10734610118461524 -0.12214107728209192 -0.11740634343840047 0.00020786497031520827 0.073914887653690198 0.041732305859186275 -0.073306292117610708 0.089809260248819106 -0.0064501975825809205 -0.057611361545826148 -0.12320944452346497
leaf_weight=0.27092347280995399 0.21160211187088895 0.7398691844427957 0.60327988475182781 0.30437537276884563 0.9832546223187818 0.96613284549675882 1.2287495322525495 1.7420722779097557 1.2044109460548491 1.1902829473838208 0.49541037919698183 2.3311531069593912 9.1195524176873715 4.3117572499759262 2.4245199345314177 1.7526599880802667 0.74901308421976853 2.4297054575290531 111.19371614785632 1.2656460995785952 1.7181604176294047 0.93159240519162523 17.662498858524486 5.5104648857377496 4.1070819786400516 3.2511724601499727 1.8501789532601836 2.152407752815634 1.4292585662333293 1.9402869828045366
leaf_count=145 438 18 72 139 11 24 64 103 22 22 87 347 181 84 49 52 27 98 1440 21 42 62 263 46 42 40 26 16 21 32
internal_value=2.81721e-06 0.0252102 0.00611104 0.0334461 0.0465079 0.00964184 -0.000523909 -0.0354054 5.40684e-05 0.0398363 -0.000484471 -0.0263304 0.000271429 0.0359608 0.0161357 -0.000755514 -0.0306569 -0.0480362 0.00015396 -0.00128762 -0.0209206 -0.0121636 -0.00568479 0.00193557 0.0241076 -0.00135592 0.000198144 -0.0229409 0.0255598 -0.0618041
internal_weight=186.071 3.80851 3.06864 2.46536 2.25376 1.27051 182.263 2.97082 179.292 2.39469 176.897 5.0266 171.871 4.80717 2.69544 167.063 4.93138 4.18237 162.132 153.012 21.5779 19.8597 18.5941 131.435 16.9897 114.445 11.4792 7.37213 3.27944 4.09269
internal_count=4034 702 684 612 174 163 3332 167 3165 44 3121 541 2580 171 194 2409 177 150 2232 2051 388 346 325 1663 183 1480 137 95 47 48
is_linear=0
shrinkage=0.1


Tree=98
num_leaves=31
num_cat=0
split_feature=19 3 13 7 7 7 8 9 16 2 16 6 0 18 4 8 7 17 15 14 16 5 6 6 16 3 6 5 15 6
split_gain=0.25262 0.447756 0.399508 0.493107 1.07219 0.859175 0.826023 0.877823 0.608468 0.532624 0.507666 1.17424 0.882152 0.71878 0.495424 0.588097 0.584113 0.723804 0.553883 0.471733 0.711043 0.846604 1.06828 0.707226 1.77445 0.800611 0.737914 0.689174 1.33596 0.656874
threshold=14.651182102100002 93.14163192940002 121.87049551135001 22.105125139000005 21.147833206800005 22.181995028450004 8.543332867800002 182.80199813410005 20.959950986500004 56.478612905150008 22.704946905950003 17.755414852450006 85.495657006400009 13.431026577400003 195.50296729855003 2.6479335789000005 20.873561687950005 168.59667799010003 27.437241680050004 241.71484286130001 22.674946976100003 22.127107789600004 16.445384243750002 16.535386346650004 22.654947022900004 92.703413254150021 16.515385879350003 21.955793948900006 38.992510055900006 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=2 -2 3 4 8 -5 7 9 14 -6 11 12 -7 -12 15 -1 17 -16 -19 20 21 27 -23 24 26 -26 29 28 -14 -21
right_child=1 -3 -4 5 6 10 -8 -9 -10 -11 13 -13 19 -15 16 -17 -18 18 -20 23 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.10556231179774207 0.045522793787614084 -0.0042212639603923467 0.059038866030914766 0.066588657854954533 0.041549479212760407 -0.11042314972063789 -0.11629981735720787 0.035426110921454562 0.057114758022574701 -0.098585202194358498 0.0038724585583180295 -0.10472841991594523 0.0029505256899966113 0.086284296814849282 -0.044508823306031495 -0.10879810322951372 -0.12262555788661489 0.066937042203134525 -0.064638757734488281 -0.014721281215096721 -0.043164302149431268 -0.0061983124635813262 0.084137633531392322 -0.040942370495056335 0.081601382158224711 0.012842691335293456 -0.086885835188090163 -0.061873785671204766 0.086765563815194791 0.0090008686347314605
leaf_weight=0.15094469487666895 3.2962910514324895 4.011755627579987 1.1103472616523493 1.9302269134495862 0.33253894746303592 0.73025013526785088 1.599027069751173 1.2844645269215105 1.6475017913617191 1.470994124356366 3.1262982711195937 1.0941055258736003 75.154298206096428 1.5999298081733284 1.3659794285558748 0.84142162601347081 0.34238280134741206 2.0545570163812958 0.37894877069629718 38.773422205056704 3.0040834993123999 2.3132533894386134 3.0155917105730623 5.4681445406749836 3.1617948785424224 3.6464045653119683 1.1986053811851878 1.5690568760037411 1.9511030316352833 16.700450905627804
leaf_count=1 26 51 23 25 3 50 28 6 28 107 40 18 1157 33 171 277 26 125 30 1451 17 28 17 43 37 30 20 12 15 139
internal_value=-4.24341e-06 0.0182158 -0.00075645 -0.00113389 -0.0211819 0.000264375 -0.057961 -0.0277519 0.00423694 -0.0727469 -0.000523413 -0.00149076 -0.000769878 0.0317706 -0.0127308 -0.0761926 0.00247429 0.0137474 0.0464479 -0.000256437 0.00463946 0.00634899 0.0449228 -0.00643463 -0.00346218 0.0447749 -0.00925701 0.00373628 0.00507141 -0.00757971
internal_weight=184.324 7.30805 177.016 175.906 11.4688 164.437 4.68702 3.088 6.78174 1.80353 162.507 157.781 156.686 4.72623 5.13423 0.992366 4.14187 3.79949 2.43351 155.956 87.0074 84.0033 5.32885 68.9488 63.4807 6.8082 56.6725 78.6745 77.1054 55.4739
internal_count=4034 77 3957 3934 802 3132 144 116 658 110 3107 3034 3016 73 630 278 352 326 155 2966 1246 1229 45 1720 1677 67 1610 1184 1172 1590
is_linear=0
shrinkage=0.1


Tree=99
num_leaves=31
num_cat=0
split_feature=3 16 10 0 7 7 7 8 8 0 16 3 7 7 3 5 15 2 18 5 10 6 16 7 7 10 0 5 18 10
split_gain=0.244891 0.641476 0.438301 0.508324 0.763256 0.749256 0.714876 0.838248 0.939914 1.04109 0.509546 1.02212 0.648096 0.613583 0.563592 1.40813 2.09442 3.11708 2.86555 1.30504 0.874885 2.98091 2.91025 1.26758 2.5136 1.88573 2.31324 1.53063 1.19875 1.32395
threshold=108.47659710545001 21.094950670800003 55.855406118200008 76.451683855550016 19.716522186550005 18.190543458500006 21.725272673150005 9.5425530862500008 9.1428649988500013 87.009258933850006 22.744946812400002 94.421337999450017 22.105125139000005 22.181995028450004 93.281431752200021 20.204934414350003 41.29990759910001 103.92649527695001 13.131682570750003 20.971847224900007 64.407391431150018 16.425383776450001 22.454947490600002 22.620600126450004 22.938075114600004 66.590419433100024 91.937202686950016 20.556063402800003 13.303774303900001 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=2 -2 -1 5 -5 -4 -6 8 10 -10 12 -12 -8 -14 20 -16 17 19 -19 -17 22 23 -15 -22 -25 -26 -27 -28 -24 -30
right_child=1 -3 3 4 6 -7 7 -9 9 -11 11 -13 13 14 15 16 -18 18 -20 -21 21 -23 28 24 25 26 27 -29 29 -31
leaf_value=0.066613192129431731 -0.10316341835371248 0.077801762345215547 0.088150766157181523 0.063848022081697112 -0.038907249241243634 -0.095599030818064853 -0.074397188695578112 0.063222510602613885 -0.12983424394794099 -0.0038581122145535346 0.078843606629155849 -0.018018126478462099 0.058470822387181223 0.10282735861888311 0.074814652022219749 -0.068506691949239015 0.0072769706453725607 -0.0099388110204838842 -0.15082806938621651 0.016090192950806968 0.06169603850066685 -0.13969262333226209 0.045361732141524121 -0.095770575462707314 0.049645296181616838 -0.089649365201941097 0.0015806614285803864 -0.1135163946326979 -0.0074192520533775778 0.065696451998734723
leaf_weight=0.99044715509080461 0.67458528926363115 0.27603179216384888 0.27560305944643815 1.8749490332484118 4.6679448555223635 1.1390460419788722 1.1623540770669922 2.121524821734055 1.1656276808353134 1.500488515011966 2.3814174104481927 2.0080295503139496 1.8080042991787184 3.448586715880082 1.8031476065516461 2.4848183728754503 18.024647026759339 2.3081576498225322 3.8541794202901656 6.8521735891699791 3.1735945657128459 1.5626744020264585 6.701780639588832 2.8025552818362476 7.1243014102219595 3.0421052100427906 64.985893228291388 1.1763395031157404 29.033765096683059 2.7075123041868201
leaf_count=52 183 3 6 53 289 191 40 29 32 15 22 38 24 81 25 20 222 18 41 51 63 20 41 42 52 60 1974 79 223 45
internal_value=7.33524e-06 -0.0506163 0.000271488 -9.11565e-05 0.000378694 -0.0598007 -0.000290225 0.000750347 -2.42105e-05 -0.058935 0.000908212 0.0345325 8.571e-06 0.000539503 -0.000110708 -0.0112708 -0.0159011 -0.0428556 -0.0980568 -0.00642326 0.00302429 -0.00287055 0.0148258 -0.000272791 -0.00275808 0.000657055 -0.00438608 -0.000465721 0.00693154 -0.00118253
internal_weight=183.132 0.950617 182.182 181.191 179.777 1.41465 177.902 173.234 171.112 2.66612 168.446 4.38945 164.057 162.894 161.086 35.3271 33.524 15.4993 6.16234 9.33699 125.759 83.8675 41.8916 82.3048 79.1312 76.3286 69.2043 66.1622 38.4431 31.7413
internal_count=4034 186 3848 3796 3599 197 3546 3257 3228 47 3181 60 3121 3081 3057 377 352 130 59 71 2680 2290 390 2270 2207 2165 2113 2053 309 268
is_linear=0
shrinkage=0.1


Tree=100
num_leaves=31
num_cat=0
split_feature=15 13 2 19 2 19 10 5 6 8 19 14 18 0 6 17 5 7 13 9 6 5 15 15 13 9 17 9 12 7
split_gain=0.243603 0.771494 0.493062 0.303385 0.537349 0.407935 1.24259 0.742879 0.523118 1.04372 0.411394 1.66241 3.90326 1.47431 1.33991 2.09887 1.13841 1.43182 1.72459 0.826209 1.40828 2.07505 1.20688 1.03068 1.97511 1.68299 0.846918 0.90502 0.845514 1.17256
threshold=46.683480308100009 117.56896250265002 258.06114663960005 14.651182102100002 173.34516805710004 14.551174033150001 64.02831883475001 20.482113285800001 16.575387281250006 8.4434108459500017 14.351157895250003 372.73472382990002 13.893471991850001 88.606203063300015 16.585387514950003 183.58889821140002 20.444185446200006 23.626037400350004 117.54745483760001 195.94564826430005 14.955349429350003 19.865285687250005 43.401366108000012 41.29990759910001 117.55283175385001 194.04304600165003 179.91109285790003 197.02865361825005 209.59843599465003 19.078733418100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 10 7 -7 9 -9 14 12 16 -14 19 -16 -12 -18 -19 22 21 26 23 24 25 28 -21 -28 -1 -30
right_child=1 2 -4 4 -6 6 -8 8 -10 -11 11 -13 13 -15 15 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.011002065790650769 -0.0857277893926882 -0.058487494035506404 0.022535055247591203 -0.0045267291365910668 0.054257093306697368 0.055503845265117514 -0.095863679230644733 0.004067370744259194 0.027717394298716648 -0.085432438191798327 0.058417500542202218 0.09658488615778453 -0.1663093018178082 -0.038908655320408228 -0.011858215665998151 -0.16384185732177869 0.016406246815841737 -0.10001934478020436 0.016832978447414597 -0.079185133167711697 0.026477584146306646 -0.11237215285567725 -0.1217897634767805 0.044353842901702988 -0.090501650787697716 -0.062251054956116506 0.083241612563079603 0.00032548806600053503 0.036059115971876742 -0.11137177423836947
leaf_weight=20.391593442298483 1.3699930422881141 1.0146685547952077 2.8913221604889259 3.4138338924385598 2.8559573637321591 1.7022361420094947 1.7599980030208815 3.0734233297407627 1.8594288669992236 2.2619553008116782 5.102001901715993 2.0790032651275387 1.5747753882315003 2.1463628467172384 3.1161059420555821 1.2826556232248547 28.543346654158086 2.5155479460954657 2.5366433353628963 1.2992965318626364 23.19794346881099 1.6830819806782518 0.98524452187120815 3.213392846286296 3.1246906882734029 4.521889606548938 1.353713345248251 47.727700273913797 0.88860334381024531 1.3729570008690641
leaf_count=891 63 33 40 40 27 28 19 31 24 26 34 33 41 29 379 24 269 18 38 142 180 107 19 15 26 67 21 842 38 490
internal_value=1.27263e-05 -0.0211592 0.00148763 0.000648908 0.0222499 -0.000150992 -0.0190901 -0.00390292 -0.0179581 -0.0338764 0.00112116 0.00927733 0.00499825 -0.0928243 -0.00205801 -0.0561758 0.0144048 0.00772082 -0.0413492 0.000110822 0.00598483 -0.00314607 -0.0127039 -0.00949695 -0.015208 -0.00655046 0.000502873 0.0026124 0.00456816 -0.0534438
internal_weight=180.859 5.27598 3.90599 175.583 6.26979 169.314 10.657 8.89704 7.19481 5.33538 158.657 44.4977 42.4187 3.72114 114.159 4.39876 38.6975 33.5955 5.05219 109.76 75.2617 52.0638 34.4984 33.5131 30.2997 27.175 50.3807 49.0814 22.6532 2.26156
internal_count=4034 136 73 3898 67 3831 128 109 81 57 3703 462 429 70 3241 403 359 325 56 2838 1292 1112 1546 1527 1512 1486 1005 863 1419 528
is_linear=0
shrinkage=0.1


Tree=101
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 17 7 17 12 17 9 12 14 2 16 6 6 18 18 18 4 8 15 4 7 3 6 17 17 6
split_gain=0.241163 0.514618 0.840831 0.400182 0.391774 0.313589 0.731782 0.508292 0.756223 0.615424 0.960313 1.10907 1.15075 0.614211 0.51131 0.336487 1.58857 1.26199 2.19587 2.17963 1.75052 1.72623 1.6999 1.1977 0.951856 0.933867 1.71183 0.763409 2.10688 1.37234
threshold=17.138111898250003 17.684958644900004 20.729785921300003 11.939171177750003 8.2451926476000015 221.27458857605004 26.637125930550003 212.37354083175003 199.78749241660003 208.33805927010005 221.38017838285003 316.01707535830008 265.16683954625006 349.18346353035002 22.674946976100003 14.745344522600002 14.645342186050003 14.349498564250002 14.493864790000002 14.254777969200001 202.99973138610002 8.3434888241000014 29.593577021650002 325.47117591905004 24.607636026300003 86.272621406050021 15.155354102400002 205.83789591070004 205.32027903760002 14.375335877400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 7 -7 9 -9 13 11 12 -11 15 -15 16 23 19 -19 24 -20 22 -22 27 25 -17 -27 28 29 -1
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 -12 -13 -14 14 -16 17 -18 18 20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0024487295203859871 -0.11063496758645752 0.1040025872309806 -0.10503714165903839 -0.10610920279373769 0.057232870209981239 -0.1124745490002514 0.036364064407971894 -0.014660145235752651 0.071419220098631844 -0.035297823693681202 0.049583706340394308 0.034651132986880502 -0.16157606541493144 -0.11193730774652932 0.040190147525211536 0.048116379821723565 -0.13529036336043213 0.079889092944533835 -0.083328564979835817 -0.10152106941537967 0.030367681967458562 0.073442858288704824 -0.13293529104499097 -0.12702800877131773 0.071561203010286248 -0.097338810328799971 0.00027570799203478481 -0.095240688633531814 0.12111657715206231 -0.056369971745910519
leaf_weight=35.609758113438147 0.17835743870091425 0.68035112571669731 0.5410381246038013 0.15848708580597337 1.9977782356436362 0.76919271401129552 0.57897396129556 1.7913874123478297 2.3719276669580722 1.7046637522289527 1.0435759820975361 0.96631054571480479 1.2514062685440874 0.85566867393572354 0.29784098267555237 3.9389714039862147 0.94315021610236627 5.6183255948126298 1.9777557104825971 2.0875982581637791 1.597961684688926 3.3084836739581078 1.0604539164341984 0.77823000358694017 1.9132500505074848 1.8305563834655902 96.610242090282554 0.85729708540020411 1.3902894389175333 4.4639722411229732
leaf_count=835 354 18 72 170 88 29 23 44 51 33 9 19 44 82 7 22 93 30 27 29 18 28 44 180 25 38 1398 42 6 176
internal_value=1.02169e-05 0.0257924 0.00728875 0.0333198 0.0452271 -0.000511838 -0.0485554 -0.000140168 0.0343811 -0.00098507 -0.0356709 -0.0583535 -0.0887558 5.79749e-05 -0.0726574 0.000569468 -0.00690589 0.00331438 0.0320415 -0.00034818 -0.00179547 0.025229 -0.0347746 -0.00409644 0.00167696 0.000370982 -0.00153948 -0.0018359 9.53061e-05 -0.00410332
internal_weight=179.173 3.55601 2.87566 2.33462 2.15627 175.617 1.34817 174.269 4.16332 170.106 4.96596 3.92238 2.95607 165.14 1.15351 163.986 44.0427 119.944 13.563 106.381 7.94465 5.9669 2.65842 43.0995 104.293 102.38 98.4408 42.3213 41.464 40.0737
internal_count=4034 702 684 612 258 3332 52 3280 95 3185 105 96 77 3080 89 2991 1332 1659 147 1512 117 90 62 1239 1483 1458 1436 1059 1017 1011
is_linear=0
shrinkage=0.1


Tree=102
num_leaves=31
num_cat=0
split_feature=3 3 6 17 17 10 18 18 18 18 16 6 6 2 15 3 18 9 12 9 18 5 0 8 18 10 5 17 6 10
split_gain=0.224658 1.78403 0.804859 1.18512 1.36154 0.880469 0.847824 0.67915 4.07341 1.14903 1.05814 0.995002 1.35503 2.13732 1.40096 1.06694 0.840317 0.740786 1.26633 1.33398 1.66779 1.59247 1.41044 1.30037 1.17063 0.902667 1.11797 0.729101 0.700271 0.697729
threshold=93.281431752200021 93.337889372900023 16.405383309150004 186.26099832155003 190.25644477395002 62.079186690200011 13.342238590850002 13.4793103924 13.531614672700002 13.431026577400003 22.614947116400003 16.545386580300001 16.385382841850003 133.20345888755003 40.042228346200012 89.695028606150018 13.552878921100001 196.26893085885004 209.59843599465003 194.31002311890003 13.679220276500002 19.327153142150006 93.399723909900004 8.3434888241000014 13.86460725495 70.171445662850019 16.632399885950004 195.00249838555001 14.955349429350003 61.966271448700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 -3 -5 -4 -7 9 -9 11 16 12 13 15 -15 -1 -10 18 19 20 -18 22 -22 -20 -21 -24 -27 -26 -12 -19
right_child=1 2 5 4 -6 6 -8 8 10 -11 28 -13 -14 14 -16 -17 17 29 23 24 21 -23 25 -25 27 26 -28 -29 -30 -31
leaf_value=-0.013515911999702783 -0.10930627802468207 0.026850669385023559 -0.0020083608173271485 -0.12377089141407023 -0.012431719750694903 0.071689753119282759 -0.031483186933540845 -0.14960531258376494 0.070966739265732048 0.080436598624900962 -0.003338194319729169 -0.043391988694177333 0.049331038590719647 -0.011924894487277326 -0.13970416948867989 0.071156247876223377 -0.17958642021167304 -0.084591120762594965 -0.15016072568063882 0.024014775376462769 -0.1187846037853245 0.083105954661854275 0.10770468383987275 0.10899196808586775 -0.026800537925163178 0.010198625084815416 -0.11029723970266059 -0.1373211476807969 0.053656742611636346 0.0023263280364858268
leaf_weight=2.917164582555424 1.6068554036319245 2.1014116317601284 38.287939162401017 2.059440428558446 2.353497896961926 3.1923759281053199 1.061254877313331 1.8168743632850226 1.5605401654029254 2.5982067503791759 3.3440698534250242 2.9969386011362067 7.9749461859464637 1.9194486035266893 1.5516524426639078 3.0380386942997575 0.47701274591963994 0.93534841481596132 1.2563304794130079 1.0527162626385682 1.0265989654872081 2.4163282387744394 0.78430031239986409 0.22890001535415638 0.89617430040380019 5.8564554437580227 0.88654965561727284 1.7874101269408127 6.0663447882980108 73.381218909802556
leaf_count=28 14 129 821 42 44 78 21 16 56 29 27 20 48 33 12 28 19 14 470 5 50 41 4 1 30 471 46 39 64 1334
internal_value=6.83211e-06 -0.00562186 -0.00222561 -0.0349586 -0.0643917 0.00278676 0.0459487 0.00225631 -0.00118927 0.0178048 0.00145552 0.0098271 0.0189928 -0.00667433 -0.0690448 0.0296795 -0.00179303 -0.00304098 -0.0220935 -0.013473 0.00346098 0.0114203 -0.0088296 -0.110221 -0.0653551 0.00616643 -0.0056438 -0.100413 0.0334031 0.00123238
internal_weight=177.432 50.6628 49.0559 6.51435 4.41294 42.5416 4.25363 126.77 103.773 22.9964 101.956 20.3982 17.4013 9.4263 3.4711 5.9552 92.5459 90.9853 16.6688 15.1835 11.4472 10.9702 8.5539 1.48523 3.7363 7.52731 6.74301 2.68358 9.41041 74.3166
internal_count=4034 1149 1135 215 86 920 99 2885 2687 198 2671 169 149 101 45 56 2580 2524 1176 705 631 612 571 471 74 521 517 69 91 1348
is_linear=0
shrinkage=0.1


Tree=103
num_leaves=31
num_cat=0
split_feature=9 9 9 17 2 17 16 8 17 0 15 9 12 6 6 15 8 0 15 0 8 2 0 6 7 7 15 6 19 6
split_gain=0.213872 0.797903 0.700835 0.70925 0.6518 0.618636 0.73149 0.800408 0.601602 0.46605 0.436183 0.367022 1.30251 1.86578 2.63567 1.67212 1.10038 1.21784 1.07501 1.05278 0.801293 0.74486 0.651292 1.13759 0.608689 1.36251 1.505 1.86783 1.34752 0.847353
threshold=219.59809404590001 223.29399794390005 216.0493559571 203.30705351230003 258.06114663960005 192.28474763930004 17.684958644900004 8.6432548896500023 207.25292259465002 97.991610396700011 35.098844929350008 206.75106037490002 98.38427432280001 16.100376182700003 16.375382608200002 36.124429763000009 8.4434108459500017 94.114853772600014 30.046989284200006 96.741477366050006 8.3434888241000014 198.51835910855002 97.521130223850008 13.315311110100001 24.786990758350004 24.384659815400003 29.198705243000003 14.815346158200002 12.651020723000002 14.955349429350003
decision_type=2 2 2 2 2 2 2 2 2 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 11 9 -5 -3 -7 -8 10 -4 -2 24 20 16 -15 -16 17 -14 -18 -19 -13 22 -21 -24 25 -1 27 28 -27 -28
right_child=1 5 3 4 -6 6 7 -9 -10 -11 -12 12 13 14 15 -17 18 19 -20 21 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.0019409908172173672 -0.1199433098227853 0.071923114506834585 0.089632146409066027 -0.077063532876497018 0.054009921996048149 -0.10499197318110834 0.074121369960590933 -0.03819344057481789 0.0027261046292483011 0.020639357435935545 -0.035239576694670281 0.095780634040884202 0.047352048318512883 0.09853541924051297 -0.13064311181261537 0.0067783788544146101 -0.028410300392284173 -0.12384427719134664 -0.12860199151882531 0.0052067755868679226 0.0075686830476714775 0.050010898599537716 -0.020677209709083905 -0.13225116656282829 0.018679007400507836 0.0085859977137425127 -0.13401492412109065 0.10652120720762158 -0.13470394680740336 -0.037708431182741184
leaf_weight=108.75660832638459 1.2620855927671062 1.2773841168382203 2.1618029627425126 0.89308629988227017 0.65958476637024432 0.65111171173339277 1.1804983664769682 1.3718852205201981 1.4216429464868268 1.7896320447325704 1.1729523410322142 1.5578063741850225 1.9296231437474514 2.6934975944459429 1.1361952633596955 4.0119461704744026 1.9201011722907413 1.290497932175638 2.4213941060006618 2.1001077760010958 3.0379380347440019 1.099581728049088 2.3514810767665044 1.4946578983217476 18.312624733618577 1.8136940502772625 1.9126952700316908 1.1774003133177755 1.0284629705565747 1.7489968728041274
leaf_count=1927 37 29 35 20 29 106 30 21 41 24 17 22 24 25 38 49 25 69 32 16 34 36 137 27 953 50 104 9 28 40
internal_value=1.25887e-05 -0.0156188 0.000791596 0.035883 -0.0213827 0.0130812 -0.0103819 0.0137531 -0.0489637 0.0583848 -0.0791417 -0.000402176 -0.0110335 -0.020963 0.0183843 -0.0235506 -0.0420856 -0.024237 -0.0842905 -0.0408078 0.0374696 -0.025599 -0.0395809 -0.0640363 0.00173156 -0.000933834 -0.0416377 0.00061013 -0.0432649 -0.0880144
internal_weight=175.637 8.33756 167.299 5.50411 1.55267 4.48088 3.2035 2.55238 3.85668 3.95144 2.43504 161.795 27.0448 22.4491 7.84164 5.14814 14.6074 10.2659 4.3415 8.33633 4.59574 7.04583 5.94625 3.84614 134.75 116.438 7.68125 4.01956 2.84216 3.66169
internal_count=4034 281 3753 108 49 186 157 51 95 59 54 3645 534 478 112 87 366 309 57 285 56 216 180 164 3111 2158 231 87 78 144
is_linear=0
shrinkage=0.1


Tree=104
num_leaves=31
num_cat=0
split_feature=17 18 15 8 7 15 9 2 18 9 17 2 5 2 5 13 15 4 7 9 9 18 7 7 7 16 13 7 7 3
split_gain=0.224472 1.07222 1.48244 1.3541 1.09368 1.76021 1.63954 1.33905 1.19917 0.993985 0.937733 0.762058 0.740567 1.00256 0.828692 0.828879 0.694888 1.61186 1.28628 0.952158 1.79762 1.27977 1.19861 1.20541 1.15015 0.79099 1.3338 1.1134 1.56627 2.04249
threshold=188.10488866565001 13.314799198000001 41.800301886400014 8.4434108459500017 23.109894804950002 31.385732506450001 190.73543849905005 62.147615758400008 13.455547561900003 197.29115675710003 190.38166638035003 62.922191810850009 21.454033346250004 95.420340682600013 21.955793948900006 117.59047016770002 45.169600924000008 313.22340827140005 24.225158517200004 192.39832633775004 191.29995577870002 13.531614672700002 23.445318439400001 23.314707969200004 23.549545123900007 22.604947139800004 117.46680109370001 24.202871501750003 24.710307675200003 85.694602908050015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 12 -4 5 -3 -7 -6 -8 -5 -9 -12 13 -2 -14 -16 19 -18 -19 20 21 -13 23 -21 -24 26 27 -26 29 -29
right_child=1 4 3 9 7 6 8 10 -10 -11 11 16 14 -15 15 -17 17 18 -20 22 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0057605082440434444 0.037226394169953561 0.040108624911774256 0.022977949770812509 -0.13523829304086274 -0.12216529881841509 0.0086890668422489725 -0.051644639794055439 -0.048133827988892992 -0.1593858836906919 -0.012154362040111786 0.088925790283116771 -0.30115934500125174 0.097224240113903806 -0.04711297737603809 0.005647114217848124 0.072719186773787955 -0.1285019070664184 0.037477442569608097 -0.07037046400615532 0.0093846839184633796 -0.12279942217608486 0.015012784591532231 -0.05712247801100602 0.07909970027078668 0.034185082533261239 0.032251952304452609 -0.055576150670405812 -0.10200583676145059 0.0079757405189861789 0.0014602532063030308
leaf_weight=48.654814012879797 4.3821032233536306 2.2176062074358907 3.0558311686036168 1.3393653491511943 0.87455053115263481 2.0939655490219593 2.3153442215843825 3.5665695324278195 1.8652705134591085 1.2861567009240387 1.0479885488748539 0.1328649222850794 3.0317453965544683 2.0777222514152527 4.1762348050251603 3.2971695582382381 1.2946372353471804 2.9766016227658838 1.7596437428146599 5.5401597283780557 1.6315867314115164 3.5125408094609156 2.9868002589792004 4.4903730303049088 10.912755866535006 9.9680157479597238 3.7941318914527065 3.2862588604912153 31.827149005264801 4.5490041151642799
leaf_count=1668 56 76 36 19 39 20 28 65 24 22 8 1 21 14 36 23 41 36 39 58 20 481 22 71 77 108 53 118 710 44
internal_value=4.11652e-06 0.00224273 0.0219375 -0.0222745 -0.00210252 -0.0364727 -0.0635386 0.000997564 -0.0997157 -0.0749435 0.00215232 0.00415152 0.0367435 0.0100997 0.0531273 0.0352384 0.00314949 -0.02962 -0.00259098 0.00554117 -0.0355578 0.00348919 0.00834487 0.040594 0.00354011 0.00635632 0.00160864 0.00589862 -0.00188415 -0.0419354
internal_weight=173.945 125.29 22.6463 5.68135 102.644 8.49219 6.27458 94.1516 4.18061 2.62552 93.2771 89.7105 16.965 6.45983 10.5051 7.4734 88.6625 6.03088 4.73625 82.6316 5.27699 3.64541 77.3546 10.0305 67.3241 64.3373 54.3693 50.5752 39.6624 7.83526
internal_count=4034 2366 227 77 2139 148 72 1991 52 41 1952 1887 150 70 80 59 1879 116 75 1763 502 482 1261 129 1132 1110 1002 949 872 162
is_linear=0
shrinkage=0.1


Tree=105
num_leaves=31
num_cat=0
split_feature=3 3 10 6 5 15 8 9 17 10 16 16 6 6 16 19 13 5 0 16 9 16 0 0 13 7 5 5 2 16
split_gain=0.228941 1.47404 0.680603 0.835678 1.00095 0.8986 1.29461 0.997322 0.77565 0.566076 1.72791 1.26373 1.13755 1.2276 1.1162 2.90407 1.59649 1.33454 1.33297 1.28164 1.4586 1.08842 2.16044 3.42626 1.13122 1.01986 0.805577 1.66185 0.954946 0.976451
threshold=93.281431752200021 93.337889372900023 63.353515844050008 16.405383309150004 21.500664456800006 39.296024648600003 8.4434108459500017 187.45330412110005 171.92791459955001 64.407391431150018 20.959950986500004 22.454947490600002 16.235379337050002 16.315381206250006 19.974953289850003 14.051133688400002 109.63263410155001 19.865285687250005 93.399723909900004 20.784951395750003 193.42660545270004 19.199955102150003 94.047642319350018 94.625660817400004 109.40142670235001 20.873561687950005 21.269675393700002 20.911722254300006 186.79363985910004 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=9 -2 3 4 -3 6 -6 -7 -4 11 12 -1 14 -14 16 -16 17 21 -18 -17 -21 22 24 -24 25 -11 27 28 -13 -30
right_child=1 2 8 -5 5 7 -8 -9 -10 10 -12 26 13 -15 15 19 18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.067221040545745778 -0.099756309450011807 -0.12413288369479446 -0.10163795798331471 -4.4423155776176529e-05 -0.054334433013758857 0.0083755824109777218 0.10691453804045062 -0.12097435893082398 0.080013397689935539 0.087391557701283706 -0.075307872371497969 0.031681095703548948 0.10540453296981736 0.007129476426973879 -0.14634948266719405 -0.059992210033718719 0.0066308611811514047 -0.11384847082450496 0.086695898815772984 0.072848336634856833 -0.028059485722709776 -0.062884333366284836 -0.13111704924953474 0.0014771266139017652 0.10640568449687848 -0.11344846237017819 0.017365565130630187 -0.06797051685115181 -0.096691405160168081 0.020931556404793134
leaf_weight=3.7623010577517553 1.6124734915792931 1.1577101642251353 0.2727256832367847 40.629783542186487 0.95251612102583738 1.1131668514572086 1.0432177782058714 1.2832099955994634 1.7022750399337381 0.48728458594996416 3.1292323004454365 6.253867492079733 2.0638587549328795 3.3089460689807311 1.8554951194673766 3.1608053371310216 4.5882427431642991 1.0827708030410566 3.8028267417103052 2.6980348248034716 3.0538685210049152 2.758552136598154 2.0373152992688111 44.865493223882368 2.8176922500133514 0.52550540926313261 23.619938356336206 3.9276471048360682 1.4237908106297257 1.3995179384946821
leaf_count=93 14 18 119 866 43 11 6 45 27 7 32 39 16 39 32 32 32 181 32 23 24 27 88 1823 21 69 199 30 33 13
internal_value=1.34343e-05 -0.00570689 -0.00255761 -0.0050162 -0.0414142 -0.0196105 0.0299543 -0.0608886 0.0549294 0.00233505 -0.00242643 0.0120303 0.000456554 0.0448799 -0.00278047 -0.0325325 0.00230765 -0.0039361 0.0429163 -0.00883753 0.0192732 -0.00171127 0.00161493 -0.00428236 0.073825 -0.0168181 0.00636085 -0.0136264 0.009888 -0.0383855
internal_weight=172.39 49.7671 48.1546 46.1796 5.54982 4.39211 1.99573 2.39638 1.975 122.623 82.2359 40.3871 79.1067 5.3728 73.7339 10.7682 62.9657 54.5746 8.39107 8.91271 5.7519 53.4918 50.7333 46.9028 3.83048 1.01279 36.6248 13.0048 9.07718 2.82331
internal_count=4034 1149 1135 989 123 105 49 56 146 2885 2478 407 2446 55 2391 111 2280 2216 64 79 47 2035 2008 1911 97 76 314 115 85 46
is_linear=0
shrinkage=0.1


Tree=106
num_leaves=31
num_cat=0
split_feature=19 3 13 7 7 8 4 18 18 15 9 0 16 7 7 17 0 16 4 0 0 7 15 19 3 13 13 5 18 19
split_gain=0.220934 0.396295 0.303282 0.380233 0.820568 0.752234 0.736153 0.591177 1.37533 0.92305 0.965972 0.780681 1.13806 0.693353 1.6141 1.13587 2.29441 0.532601 0.479362 0.518867 0.528212 0.826456 0.548833 0.452442 0.404885 0.673549 0.609237 0.377423 0.384816 1.15976
threshold=14.651182102100002 93.14163192940002 121.87049551135001 22.105125139000005 21.147833206800005 8.543332867800002 206.89997069860001 13.036600629150001 12.993189857450002 35.098844929350008 194.45262321395003 85.667718326750006 23.044946110900003 22.575645983950004 22.671301016600001 189.43751236195004 89.415428960600011 22.674946976100003 377.6847677435 91.394134144600017 81.446839061900008 19.250086031950001 25.621990087700002 13.851117550450002 108.56262776565002 116.35915634395 120.87576600310001 10.726864994700001 13.192618516750001 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 18 6 -6 8 9 -5 17 12 -9 15 -15 16 -13 -11 19 20 21 24 23 -22 25 -1 -26 -16 29 -29
right_child=1 -3 -4 7 5 -7 -8 11 -10 10 -12 13 -14 14 27 -17 -18 -19 -20 -21 22 -23 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0204419603374821 0.044308159382918398 -0.0045901440436426589 0.054115917537877312 0.043729393702246384 0.0012967919811875156 -0.11116436987955491 -0.12606492161113123 -0.11070326292741156 0.071391554407821703 -0.081614759595732528 0.026388804941613477 -0.1598256252208862 0.074055419344874765 -0.091729522806477906 -0.072394617585239185 0.083323260925376938 0.095348190394148949 -0.012132072694828203 -0.10318243899987656 -0.11621918793252711 0.037985745621285927 -0.10480978317404797 0.10407207625176072 -0.12605163886499629 -0.10335409349983089 0.10297557628859498 0.086938826704747868 -0.060400879418084689 0.0011503134692718512 0.011123477026763223
leaf_weight=0.82701433563488425 3.0641593392938367 3.6101614510407671 1.0030417297966767 3.4537646979733818 2.35869416105561 1.4576240689202675 0.56194900434638828 1.3965179719307332 3.7698817334021433 2.3020038837566972 2.8447457064758055 0.69212124941986919 0.43794330861419428 1.9805151698528778 0.73151154364495496 2.3831458938657306 0.71782398535287939 2.1183722838759422 0.3882853641262044 0.30047951392771199 0.78555234000668894 0.67926870608062007 1.1554896757006643 0.21393360942602158 0.5168490952491992 0.95032778521999717 0.24944343790411949 4.0184317240491492 120.02358454008572 5.2016068696975708
leaf_count=42 26 51 23 24 35 28 81 107 29 31 29 14 10 27 842 31 35 11 56 42 101 235 12 3 150 14 3 28 1876 38
internal_value=2.52403e-05 0.0178589 -0.000702669 -0.001041 -0.0194974 -0.0524909 -0.0232084 0.000226657 0.0194399 0.00116829 -0.0190648 -0.00179668 -0.0665956 -0.000921005 -0.0021327 0.0412318 -0.0299129 -0.0483166 0.00431379 0.0116644 0.0188096 -0.00681727 0.0571363 0.00287459 0.0193513 0.0455482 -0.04141 -0.000767451 -0.000362046 -0.0200495
internal_weight=170.194 6.67432 163.52 162.517 10.4449 4.37827 2.92064 152.072 14.4888 10.7189 7.26512 137.583 1.83446 135.749 131.956 3.79309 1.40995 4.42038 6.06664 5.67836 5.37788 3.2229 2.15498 0.999486 2.54363 1.77734 0.766293 129.975 129.244 9.22004
internal_count=4034 77 3957 3934 802 144 116 3132 124 95 71 3008 117 2891 2811 80 49 42 658 602 560 444 116 104 209 56 153 2784 1942 66
is_linear=0
shrinkage=0.1


Tree=107
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 8 10 2 9 6 6 6 2 9 17 17 6 15 2 0 18 0 19 15 17 17 8 7 7 7
split_gain=0.220107 0.444071 0.713633 0.345949 0.369114 0.611559 0.318935 0.38577 0.277078 0.743368 1.6219 1.3232 1.00082 1.76088 0.972499 0.967165 0.906646 0.871379 0.849469 1.12303 0.705272 0.661826 1.87386 0.888138 0.642435 0.617723 0.611331 0.593261 1.3848 0.711126
threshold=17.138111898250003 17.684958644900004 20.729785921300003 11.939171177750003 12.26528657645 7.1444245619500011 81.320481529800006 68.946226135900005 206.75106037490002 15.945372561050002 16.355382140900002 15.115353167800002 82.82761181390002 212.71218656455002 198.49975298390004 206.35686538205002 14.865347326450001 36.346245650200011 227.66379729560001 94.940210418650011 15.289002683150001 97.991610396700011 11.750948102400001 27.063546193350003 209.55094140555002 195.42788627465004 8.1436447804000007 25.161974272550005 24.991601945450004 24.384659815400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 8 -8 20 11 -11 12 -10 15 25 16 26 -16 19 -15 27 23 -23 -22 -20 -12 -14 28 29 -1
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 14 -13 13 18 17 -17 -18 -19 24 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0017768666001486456 -0.10970594053238432 0.10358911786696678 -0.10416421221439776 0.082253535484121898 0.084911829972631941 -0.075423962950831785 0.019047454260085927 -0.081332034377450582 0.036822661147724013 0.070134624889486005 0.0011882421591386404 -0.10095706188288062 -0.050840448151776602 0.083370932801961367 -0.10865623280721784 0.026189727811460801 0.0016640614553150566 -0.011656433632602027 -0.13272855486306548 -0.0018626822731931184 0.08499661416716961 0.055319822231440233 -0.069980319918864206 0.011232045733448912 -0.0080508258622013461 0.086919260071433233 -0.1222658385112166 -0.065031394234515094 0.097933367902123813 -0.026668616375824711
leaf_weight=104.04203608370153 0.15931102387367024 0.59865374327637244 0.46566941656783445 0.46877809205034315 1.0397229921072719 0.51755178632447496 0.6066670861619049 1.0377979896329632 3.5555134946480456 3.4479264840483657 4.5632052619766892 1.7970109404996026 2.0139356139116016 2.0159474140964431 1.4754925973247739 1.1357371452031655 1.2587999021634457 2.4873253958066925 0.70030655042501067 6.6293303098063916 3.1397976933585579 2.5986339175105968 2.2073436358186882 3.3994884667336009 1.0083881379105148 1.0302075082436202 2.9588953588390723 1.3935148647433369 1.4436904989561288 9.5994917586467619
leaf_count=1847 354 18 72 151 20 87 11 325 38 44 97 30 34 17 34 38 14 36 25 87 40 47 118 31 31 11 88 39 16 234
internal_value=2.5244e-05 0.0257989 0.00823233 0.0321824 0.0433393 -0.000483764 -0.000480693 -0.0443006 -4.10388e-05 -0.00778019 0.0113403 -0.0185563 -0.0115968 -0.0213115 -0.0098729 -0.0586806 -0.0741486 -0.0477728 0.00527856 0.0180125 0.00214332 0.0259439 -0.00222944 0.0466496 -0.0591498 0.0169784 -0.0933394 -0.000174908 0.00061041 -0.000625971
internal_weight=168.796 3.24969 2.65103 2.18536 2.02605 0.98633 165.546 1.64447 163.902 36.078 13.0042 23.0739 21.2769 17.7213 9.55623 7.36737 6.23163 3.96282 10.354 8.64528 127.824 11.3453 4.80598 6.53929 1.70869 5.59341 4.97283 116.479 115.085 113.642
internal_count=4034 702 684 612 258 238 3332 336 2996 624 222 402 372 334 178 174 136 70 160 104 2372 236 165 71 56 108 122 2136 2097 2081
is_linear=0
shrinkage=0.1


Tree=108
num_leaves=31
num_cat=0
split_feature=12 14 5 0 6 17 0 7 8 3 15 2 15 18 5 2 14 4 0 10 8 6 8 18 9 18 6 7 6 15
split_gain=0.198481 0.586058 0.500865 1.02099 0.556886 1.22611 1.19675 0.821117 0.945556 0.466331 0.422285 0.320411 0.903944 3.12426 1.37996 0.596403 1.1055 0.995439 0.495616 0.47657 0.427288 1.32855 0.720392 0.85928 0.560371 0.975893 0.731994 1.12899 1.17074 1.10651
threshold=90.84682862195001 156.61564208075004 16.569990495050003 96.959242474650011 14.785345457250001 183.19621122360005 92.313586825200005 21.147833206800005 8.543332867800002 98.384125283800003 35.098844929350008 72.843776848050013 27.063546193350003 13.712081531300003 20.482113285800001 74.580378076100018 168.39662374755002 169.14490639835003 70.937656230000016 61.987779113750001 8.9430209551500024 18.080422446150003 8.7431769115000026 13.754580103150001 207.04102956050002 13.893471991850001 15.945372561050002 25.350214218950004 14.205331905300001 31.504255087500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -4 7 9 -9 -6 -11 12 -3 14 -14 -13 19 -18 -19 -17 22 -22 24 -24 -20 -26 27 28 -27 -30
right_child=1 11 4 -5 6 -7 -8 8 -10 10 -12 15 13 -15 -16 16 17 18 20 -21 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.084428794455140191 0.10045976129423358 0.075050205496484113 -0.014684818207493011 -0.025574597782855479 0.10376564332964695 -0.14179673458593889 0.058651284371570481 -0.010011353799424394 -0.10541994444951548 -0.065467849027692468 0.061802816666481464 -0.055016976136737332 0.10659595720674914 -0.1150429370910937 -0.0071860248545626811 0.013925334528115424 -0.09471779200117092 -0.10292855912964366 0.0026892536867349917 0.0929669086343866 -0.084186158161820762 0.03299191469043615 0.003102290325217041 0.07723627677900996 -0.11838353207618942 -0.13114730029419316 0.03762313055665497 -0.0025433840841472214 0.018778363778618721 -0.086300181737182166
leaf_weight=1.4998719136347056 0.59136548265814681 2.1838820734992606 2.4618935808539377 1.9287475063028976 0.56937469669355767 1.0969907934777436 2.0911808870732784 2.3105755131691694 1.8871470777085049 0.58283643226604887 0.47169690579175949 1.9703766699240066 1.9789575301110742 1.6952683837153015 2.3102745935320854 1.3299661845085204 1.1228302254457947 0.46783922429312852 102.70037311823398 1.7887609194149261 2.1875290978932749 1.7349799238145349 3.7837180875940239 2.6645527044311166 0.86780609190464275 1.492267332971102 2.794594792649149 14.825986019299306 2.2713672993704677 1.7933802800253031
leaf_count=15 3 14 12 71 8 51 13 22 29 38 5 32 30 20 16 38 19 152 2558 27 50 53 40 33 6 29 45 536 36 33
internal_value=2.67002e-05 0.00110265 -0.0109893 0.0225471 -0.0210126 -0.0538658 -0.00623644 -0.0295447 -0.0529037 0.0308371 -0.00853918 0.000716003 0.0199818 -0.000113873 0.0453105 -0.000378397 0.000380692 -0.000943165 -0.000177867 0.05926 0.000172716 -0.0323567 0.00113069 0.0337359 -0.000528118 -0.0142698 -0.0103717 -0.0169519 -0.0553936 -0.0275826
internal_weight=167.456 152.556 14.9003 3.42862 11.4717 3.55888 7.91281 5.82163 4.19772 1.62391 1.05453 151.965 8.16838 5.9845 4.28923 143.796 141.826 138.707 137.584 3.11873 137.117 3.92251 133.194 6.44827 126.746 24.0454 23.1776 20.383 5.55701 4.06475
internal_count=4034 3770 264 86 178 63 115 102 51 51 43 3767 80 66 46 3687 3655 3590 3571 65 3419 103 3316 73 3243 685 679 634 98 69
is_linear=0
shrinkage=0.1


Tree=109
num_leaves=31
num_cat=0
split_feature=7 0 13 18 3 3 17 9 13 9 15 8 3 6 6 6 16 15 9 17 13 13 16 0 13 6 6 18 16 17
split_gain=0.213698 0.682431 1.21897 1.42142 1.59272 1.76736 1.53654 1.26069 2.50794 1.21621 1.30296 1.15679 0.635231 0.981627 1.49279 0.76271 0.751681 0.795574 1.22795 1.07739 0.59247 0.621351 0.59169 0.82745 0.578846 0.566155 1.10244 1.07721 0.950466 0.865094
threshold=23.109894804950002 92.313586825200005 113.97180552410002 13.314799198000001 93.281431752200021 93.337889372900023 189.43751236195004 188.96048214565005 113.93954402655002 191.03141765810003 32.866677124050007 5.9453602998000008 93.499196860750018 16.525386113000007 16.495385412050002 16.535386346650004 22.664946999500003 39.296024648600003 187.11236276785004 188.83172615260003 108.08408221840001 105.33378955095002 18.594956516900002 97.39208423365001 117.56896250265002 16.525386113000007 16.555386813950005 13.3584252364 22.694946929300002 197.78839148195001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 -4 8 11 -5 -11 20 24 14 16 -15 17 19 -19 -14 21 -1 23 -3 -7 27 -27 -2 -29 -28
right_child=25 22 3 9 5 12 -8 -9 -10 10 -12 -13 13 15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.058427942830481722 0.038718466399389591 -0.13125616273960394 0.010692585603335992 0.022655268596436452 -0.14757537366338244 -0.0044311218530153473 0.10632319893558413 -0.099752625996769081 -0.32356813911485333 -0.0066329588809562398 -0.12262118023340059 0.10520256546867467 -0.018804805427518091 0.070808738421960005 -0.10207336522805939 0.0018198573896457211 -0.081431250613629186 0.033025644956392999 -0.084726606266064139 0.090978570733636424 -0.11124454868105496 0.061463640539482348 0.09976219327583849 0.064389956498427381 0.071179291148703486 -0.0835722763148357 -0.043234200437304207 0.0005055935295916554 0.10242658657535336 0.03162831119489664
leaf_weight=0.82261795788872427 8.4443548391573113 0.3431711669909413 4.2776775993406764 1.7216399731114496 0.83890502899885433 1.8794923331588531 2.7669493481516838 2.7377531314268708 0.2369361015735193 1.5833783531561492 2.4940377544844523 0.96697693690657605 1.8011560461454812 1.8132819960010227 2.2406878849142222 13.786544116897856 1.2599405315122565 1.6274827020242812 1.9428208119643384 1.7747328188270328 0.59269253670208843 0.91098509340372402 1.130276024341583 0.58412830382076208 2.1949789673089981 2.1864206322934461 2.7434046453563496 95.929588982560745 0.92378614470362563 3.5295007867971435
leaf_count=107 48 73 28 20 6 30 25 28 9 17 40 14 34 20 43 418 25 17 45 12 127 105 12 79 16 24 36 2504 23 49
internal_value=3.18096e-05 -0.00525691 -0.00756724 -0.00169026 0.00531198 -0.00439627 0.0482538 -0.048826 -0.00933139 -0.0478216 -0.0775796 0.0132765 -0.000434886 -0.00613774 -0.0295469 0.00983894 -0.0102147 0.00234143 -0.0310506 0.0356813 -0.0249346 0.00457347 0.0511901 -0.00801395 0.0363013 0.00246467 -0.0224251 0.00446424 0.00147771 -0.00111221
internal_weight=166.086 52.3292 50.2717 44.0037 38.2047 31.16 7.04463 6.26796 3.53021 5.79906 4.07742 3.29327 30.3211 26.2466 10.6468 15.5998 8.40613 7.14619 3.5703 3.57589 2.3263 1.7336 2.05758 0.927299 4.07447 113.757 8.45933 105.298 96.8534 6.27291
internal_count=4034 1350 1186 796 719 666 53 390 362 77 57 353 660 614 176 438 133 108 62 46 339 212 164 152 46 2684 109 2575 2527 85
is_linear=0
shrinkage=0.1


Tree=110
num_leaves=31
num_cat=0
split_feature=17 18 17 15 5 16 13 7 7 2 0 16 0 18 18 7 7 4 0 3 9 7 17 18 18 15 7 10 13 9
split_gain=0.197679 0.842208 0.591278 0.873104 1.76841 1.55714 1.00727 0.40386 1.01014 0.618947 0.396822 0.648732 0.514332 1.10746 0.608578 1.11872 1.66193 0.937355 0.892755 0.810388 1.58795 1.00619 1.24457 2.68952 0.61978 0.521588 0.502602 0.447118 1.97641 1.0427
threshold=188.01568060980003 13.012604996900002 186.57794620975002 42.493282152450007 19.426367441400004 22.674946976100003 103.93041440690001 25.016749795550002 25.603371256250004 157.39400167590003 85.121961326250016 22.724946859200003 85.667718326750006 13.036600629150001 13.327513832500001 22.938075114600004 22.620600126450004 147.84286409485003 86.103248543850015 93.281431752200021 194.04304600165003 23.051546669900002 191.58460912770002 13.142272494650003 13.405476405600002 34.884393272300009 22.977992916200005 62.052302108850007 117.49368567500001 197.63955579655001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 6 -6 -4 -1 -9 -10 -3 12 13 -12 19 16 -16 -17 24 20 -14 22 23 -21 -19 -18 -20 -28 -29 -30
right_child=1 10 3 -5 5 -7 -8 8 9 -11 11 -13 14 -15 15 17 25 18 26 21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0033009200168449947 0.070665354212413795 -0.067424981353347443 -0.075349630818810423 0.021354571838657511 -0.14345804047798824 -0.022111746217645424 0.067893529667337624 -0.11758358164905641 -0.051984394994052857 0.058427942310152185 0.10320335122045754 0.064065745201667301 0.097853342137790456 -0.11169796893104762 0.047027080053823535 -0.12319660308945198 -0.050968464364514202 -0.0036512460132776905 0.088465251729552552 0.003326792092366452 0.0025467455906324249 0.047605770091563832 0.039093533576486338 -0.14368107222386139 -0.09335541562317895 -0.14164974859046861 0.019223445561551238 0.0025435162286298373 -0.021473466110610278 -0.14622865387300435
leaf_weight=33.372143668973877 1.7694243707228441 0.83767814777092908 0.71393251887275111 2.5380339895491488 2.2323001653639949 2.0093506128760055 1.5714484462514517 0.99201992463349542 0.97527572342369273 1.0590224408169886 0.31375630246475239 1.6417271122336377 3.1270560361444977 1.017335138065391 1.094596409791847 0.60971590597182412 1.1676394807946056 1.4420219770399847 0.68406917154788871 3.9630086356773955 3.9646677076816559 3.4311338653787962 2.7302229637280107 1.8142113704234359 1.6532566624227909 1.388656001538038 13.372009819839148 70.420313772137888 1.3168868967331939 1.3637416446581481
leaf_count=1119 20 43 57 22 32 14 14 112 144 138 3 24 31 77 52 8 28 12 4 39 23 15 38 25 29 14 109 1740 9 39
internal_value=4.74458e-05 0.00218845 -0.00556238 -0.0284142 -0.0477667 -0.085974 0.0231457 0.000128876 -0.0348502 0.00549447 0.00115597 0.00164903 0.000756996 -0.0610428 0.00148149 -0.00180366 -0.0560794 0.000377175 0.001212 0.017797 0.0445717 0.00189236 -0.0165443 -0.0428379 -0.0515642 -0.100229 0.00308629 0.00241087 -0.000664574 -0.0849414
internal_weight=164.587 119.123 45.4635 9.06507 6.52703 4.24165 2.28538 36.3985 3.02632 2.0343 117.354 116.516 114.874 1.33109 113.543 94.5129 3.65089 90.862 90.2523 19.0303 7.09172 11.9386 8.50744 5.77722 3.09528 2.5563 87.157 86.473 73.1009 2.68063
internal_count=4034 2382 1652 139 117 46 71 1513 394 282 2362 2319 2295 80 2215 2044 94 1950 1942 171 54 117 102 64 41 42 1901 1897 1788 48
is_linear=0
shrinkage=0.1


Tree=111
num_leaves=31
num_cat=0
split_feature=19 5 15 13 7 7 5 18 5 13 4 0 17 9 8 19 9 5 18 18 18 7 12 0 5 12 7 7 17 0
split_gain=0.185144 0.327561 0.624057 0.248524 0.34278 0.657173 0.62991 0.481357 0.468916 0.548356 0.424262 0.453863 0.405637 0.422076 0.546246 0.654836 0.736451 0.388524 0.374848 0.523096 1.11627 0.945806 0.578175 0.734521 0.769076 0.555121 0.49 1.63166 0.980187 1.78406
threshold=14.651182102100002 22.53967987815 42.841315546000011 121.87049551135001 22.105125139000005 21.147833206800005 23.389417063900002 12.844794714750002 19.092410691950004 105.94944646285002 377.6847677435 91.394134144600017 179.11813834395002 187.45330412110005 5.9453602998000008 13.851117550450002 71.898880373250009 29.026000224750003 12.885811969150001 13.036600629150001 12.993189857450002 22.516377366000004 69.826413229550027 85.667718326750006 27.973578737350003 79.133367176650012 22.575645983950004 22.671301016600001 189.43751236195004 89.415428960600011
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -6 9 -7 11 12 13 14 15 16 17 -1 -9 20 21 -20 -21 24 -24 -25 28 -28 29 -27
right_child=1 2 -4 -5 7 6 -8 18 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 22 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.0057708410371784024 0.042964918101361937 -0.051484152659689066 0.033410036603534567 0.050215274586808717 0.054158653119711624 -0.10788625934223997 -0.00666310739042578 -0.045848946158900929 -0.11008798337246212 0.098920483614471005 -0.10293899760294872 -0.11536399685732016 0.085582205388848059 -0.10726955036612551 0.10328324922473112 -0.11122382011217841 -0.10172132553021085 0.078023072993654269 -0.047464274233841759 0.06044018533893767 0.068146132180655447 0.029157175711090666 -0.10865594954178799 -0.074839076921035849 0.076655698275289966 -0.14988047082461731 -0.097074592409079008 -0.00043409416775897104 0.079097099495856693 0.091409931002586181
leaf_weight=1.0030777636566197 2.7236902592703691 1.5221822652965786 2.0083798033883795 0.95523996278643508 1.6377233715029422 0.24865849629713954 1.8764763457584193 1.7892418894916762 1.7298079555694128 0.26469571655616164 0.34952539988444176 0.26916804409120221 0.75076869278564107 0.30652638641186047 0.58771941531449545 0.46547605236992229 0.43520670309953846 1.2341504634823648 2.7017370837274921 1.4917281409143459 3.4655330678797327 3.9905503280460835 1.1670035885181267 1.0206335435796052 0.27714235708117474 0.63602135406108506 1.7720989920198906 123.72155298088728 2.076265628420515 0.59132403109833831
leaf_count=64 29 26 22 23 24 50 35 17 55 4 56 42 26 31 14 54 353 18 26 10 29 28 108 41 8 14 25 2736 31 35
internal_value=3.69743e-05 0.0169093 -0.00319162 -0.000635944 -0.000947603 -0.019333 -0.0494163 0.000248611 -0.0851807 -0.00125256 0.00361054 0.0109821 0.0180925 0.00552618 0.0148064 -0.00176494 0.0173003 0.0404535 -0.000361543 0.000207956 0.0220795 -0.0017756 -0.00146557 -0.0021691 -0.0730933 -0.00138011 -0.000798001 -0.00179876 0.0372175 -0.0336289
internal_weight=163.069 6.25425 3.53056 156.815 155.86 9.52126 4.11964 146.339 2.24316 0.513354 5.40162 5.05209 4.78293 4.03216 3.72563 3.13791 2.67243 2.23723 144.701 142.912 10.1578 6.69229 132.754 131.262 1.44415 129.818 128.797 125.494 3.30361 1.22735
internal_count=4034 77 48 3957 3934 802 144 3132 109 54 658 602 560 534 503 489 435 82 3108 3091 83 54 3008 2998 116 2882 2841 2761 80 49
is_linear=0
shrinkage=0.1


Tree=112
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 7 16 16 15 4 15 18 19 16 19 6 10 16 9 8 3 15 15 17 16 12 5 18 15 18
split_gain=0.181116 0.412411 0.625816 0.332338 0.664843 0.315966 0.431158 0.247781 0.344881 0.568052 0.85265 0.542739 0.437337 0.345616 0.677865 0.983528 0.93172 1.0904 0.883743 0.755293 0.724267 0.616819 0.691727 0.539083 0.814198 0.646301 0.526841 0.808971 0.574733 1.36379
threshold=17.138111898250003 17.684958644900004 20.729785921300003 20.123524217100002 12.165284239900002 27.007549805650005 14.274966618900002 12.644970430600003 19.763739472850002 265.20879113830006 18.738366799200005 15.788786379500001 11.850956171350001 15.404963976500001 12.651020723000002 13.125306670700002 72.752365468100024 15.524963695900002 206.22988073345002 7.5441126493500006 82.69159517635002 24.545953118950006 25.259838189750003 184.94410812320004 14.694965636800001 155.48826588285002 16.424511567200003 13.919698996450002 26.912781836550003 13.793345552600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 7 -7 -1 9 11 -11 12 -9 21 15 -15 26 -18 20 -19 -17 23 -23 -10 25 -25 27 -16 29 -28
right_child=1 -3 -4 -5 -6 6 -8 8 13 10 -12 -13 -14 14 16 18 17 19 -20 -21 -22 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.044001708160097082 -0.10314580588935299 0.10317219784111552 -0.10377850892431109 0.088969991973418053 0.047588573452920578 0.0065749367302915156 -0.12063624843244845 0.023604463557619318 -0.0090169462630220448 -0.12068980717333565 0.079112930178290714 0.070661879494291313 -0.10947593074175233 -0.10345307710752208 -0.013221849871051718 0.11024729108021343 0.0059095896404445132 0.0021220221342711791 -0.0066736502843610995 -0.11037841502669098 0.022225994858951784 0.072797402614504597 -0.027500808905529361 -0.069757408677400864 -0.12355667064463914 0.067897988535984652 0.0044989721200294963 0.077321843787469188 0.00091052623250243543 -0.12397413688903365
leaf_weight=1.272787057358072 0.41813383736734999 0.54372142249485467 0.4228376966966606 0.64923854146036308 0.97475723153911531 0.55355085658084024 0.51366588613018394 1.0715339719317847 3.0558918791648448 0.56192797538824368 0.34454019794065971 2.5319570001593092 0.32088793009461358 0.49516000082803557 1.791244591091526 2.1752578392624859 2.7366195917129508 0.80937145805364741 2.2435122928582132 2.2718929646071047 1.6392878443875813 1.2831982821226122 1.4815033350168958 0.88310296682175271 1.4080157593562033 0.55569528831256321 2.4300326233060328 2.1971504737157375 122.97581662362791 1.25197377911536
leaf_count=353 578 18 72 9 25 67 34 63 49 60 17 47 55 83 30 10 14 81 26 129 119 4 38 33 29 35 239 22 1655 40
internal_value=3.562e-05 0.0243418 0.00695337 0.0298812 0.00233942 -0.000424733 -0.0546535 -5.79511e-05 0.0002994 0.026603 -0.0447466 0.0430836 -0.00706432 -0.000538315 0.000636789 0.0320534 -0.000871885 -0.040028 0.0431291 -0.0808274 0.0724204 -0.0199282 0.0190512 -0.0381854 -0.069496 -0.0165919 0.000871798 0.0366574 -0.000255073 -0.0391851
internal_weight=161.864 3.00869 2.46497 2.04213 1.39289 158.856 1.06722 157.788 156.516 4.83085 0.906468 3.92438 1.39242 151.685 143.017 6.55322 136.464 5.81788 6.05806 3.08126 3.81455 8.66741 2.7647 5.90271 2.84681 1.4388 130.646 3.9884 126.658 3.68201
internal_count=4034 702 684 612 603 3332 101 3231 2878 242 77 165 118 2636 2448 238 2210 224 155 210 129 188 42 146 97 68 1986 52 1934 279
is_linear=0
shrinkage=0.1


Tree=113
num_leaves=31
num_cat=0
split_feature=17 18 9 13 9 16 9 17 16 13 16 16 16 2 17 12 9 4 9 7 7 4 13 13 12 0 2 3 4 16
split_gain=0.175896 0.725258 0.470975 0.453592 0.783063 1.44179 1.03196 0.913189 0.706198 0.665313 0.650231 0.905724 0.834319 0.552743 1.06107 1.02268 0.782897 1.8443 0.878661 1.66194 0.521611 0.493951 0.479173 1.44087 1.03535 0.563338 0.67782 0.431923 0.480172 0.414426
threshold=188.01568060980003 13.012604996900002 226.28914430085004 117.61735474900001 198.96357396150003 22.744946812400002 187.45330412110005 186.57794620975002 22.674946976100003 117.60122400020002 22.604947139800004 22.594947163200004 22.644947046300004 108.24034454255001 187.28691448030003 126.93151073790001 192.57902085675002 258.34517449385004 190.73543849905005 22.381996090050006 21.725272673150005 377.6847677435 108.65403534205002 107.87169402615001 93.660658182900008 87.48511602295001 79.265746973750012 93.846007959550022 160.10465189265003 19.064955417800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 27 10 11 13 -12 15 16 22 18 -18 19 21 -6 29 23 -1 -24 26 -26 -5 -29 -15
right_child=1 -3 -4 4 20 -7 -8 -9 -10 -11 12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0034548685914335196 0.067117862027235464 0.0011049266629804177 0.08808870166126187 0.064208827258949649 -0.028666651915067332 0.010916795484250388 -0.1278516799154403 -0.14844899716324539 -0.11634881367160277 0.071861845179617342 -0.094616990800665185 0.10674753793729169 -0.0065365248321073814 -0.00056340992921020841 -0.16532961231277268 0.10785081536690047 -0.11166144158695797 0.033552999300084423 0.077898192006449068 -0.14349552304207255 0.05004679871332543 -0.10245505157848807 -0.017511439472690057 -0.13561029203298741 0.10572957579867424 0.10696928587784534 -0.10937929806665854 0.077532984766442742 -0.1053038873038506 0.074209768024216458
leaf_weight=9.2857251069072007 1.6887983123306174 114.78445335509423 0.53283724316861381 1.0544800311326969 1.4717720691114657 3.2346588531509042 2.1081012957147323 0.55636256188154209 0.44660225138068188 1.2256131055764843 1.6556109443190496 0.81387966865440731 3.0686698132194579 1.7730760518497817 0.47295456346546494 1.0227358910487954 2.0082950166834057 1.5493304230185456 1.4720969045301897 0.78051400736694621 1.9670787500217555 0.30665280767243519 2.20860303309746 0.8100483435555369 0.28095696866512332 1.727162107825279 0.30606262970832177 0.22240827372297634 0.40556358845788054 1.2737044487148521
leaf_count=248 20 2362 17 5 27 30 24 5 8 8 31 6 25 415 29 17 63 58 11 261 19 57 42 40 2 12 85 10 80 17
internal_value=2.64972e-05 0.00206208 -0.00535684 -0.00650124 -0.023569 -0.040672 -0.075484 -0.0343744 -0.00456454 -0.000393053 -0.00326677 0.00291427 -0.0374041 -0.00042888 -0.0192682 0.011178 -0.0117297 -0.0484212 0.011555 -0.0120698 0.0163587 0.0185196 0.00441467 -0.00770322 0.0314642 0.0782055 -0.00642475 0.0251083 -0.0405487 0.0306955
internal_weight=160.515 116.473 44.0416 43.5087 11.467 8.02818 4.79352 2.68542 2.12905 32.0417 30.8161 26.0918 4.72428 25.2779 9.63662 15.6413 9.16367 3.55763 5.60604 4.13395 3.43885 3.35343 14.6186 10.0958 4.52278 2.31418 0.58702 1.68245 0.627972 3.04678
internal_count=4034 2382 1652 1635 208 162 132 108 103 1427 1419 1363 56 1357 911 446 882 121 761 750 46 489 429 288 141 99 87 95 90 432
is_linear=0
shrinkage=0.1


Tree=114
num_leaves=31
num_cat=0
split_feature=15 13 5 19 2 4 19 17 17 12 17 13 17 10 17 15 0 14 4 9 6 4 3 10 3 15 14 5 5 17
split_gain=0.185402 0.548312 0.421431 0.229404 0.460496 0.25496 1.34722 0.730253 0.8311 0.702806 0.649506 0.927643 0.814496 1.64901 0.652159 0.614341 0.567811 0.527931 0.57153 0.758383 0.334751 1.46828 1.32945 1.04443 1.28205 0.859004 1.12361 1.10288 0.855294 0.794073
threshold=46.683480308100009 117.56896250265002 25.322158499750007 14.651182102100002 173.34516805710004 372.47712237630009 14.351157895250003 209.55094140555002 199.20888372035003 248.60872946435003 205.83789591070004 117.58509325145 200.68028944555002 62.240494178000013 212.37354083175003 28.176737565850001 86.479632682150012 304.52511696755005 305.06590732205007 197.02865361825005 16.455384477450004 286.25887787650009 93.663192806700025 64.665483411650015 91.017750006350013 42.246988155050012 170.13250779355005 21.197160116700001 23.545618314050007 181.44667750215004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 9 7 8 -7 17 11 12 13 -11 -12 -9 -13 20 -19 -20 -1 23 -23 24 -22 26 -26 -28 -27 -25
right_child=1 2 -4 4 -6 6 -8 15 -10 10 14 16 -14 -15 -16 -17 -18 18 19 -21 21 22 -24 29 25 28 27 -29 -30 -31
leaf_value=0.0027543056254582775 -0.081305567628173106 -0.054913488806712998 0.021593669393451073 -0.0054576554566896848 0.053139547774289357 -0.0031753954898513809 0.084680558942322209 -0.10347483504775024 -0.15194547638558387 0.038185344021389643 -0.15799130231782804 -0.12597460902909691 0.078159392749828513 -0.12849393996199157 -0.016530534323698318 0.079821153654850985 -0.016092713822486723 0.10742414823438742 -0.13541453309707505 0.031326838325518962 0.10357225753601887 -0.14621791545083368 -0.006476630969754385 0.016656524839524112 0.02314028265027341 0.067645026474914716 -0.074799826823350388 -0.012355309440819235 -0.0023063681476431491 -0.12639031865023895
leaf_weight=95.597691771814425 1.1009657040558511 1.0109629961953035 2.5014653067482868 2.9905551031697533 2.4316029446199536 0.84862459215764763 2.00129902549088 0.23502066349465145 0.67355289265105966 1.6844356824876738 0.73103312938474097 1.0029747938970102 1.231903168656572 0.91650997516990163 0.5880557454074733 0.82378537923796102 0.8854379542171954 0.873158018453977 0.29878587495841236 3.1331418375630165 1.177628494799136 1.4162746071815484 1.3110050723771562 0.58414031445863557 6.8225033285416457 3.0806572046130887 3.510892670601609 14.54944970586075 4.0403889955487102 1.1561055004131047
leaf_count=2092 63 34 39 40 27 296 42 110 112 24 31 33 12 45 24 35 14 6 102 120 13 17 28 40 125 20 22 405 40 23
internal_value=2.60036e-05 -0.0197283 -0.000426967 0.000615501 0.0208207 -0.000118911 0.0231042 -0.0246423 -0.0690051 -0.000854876 -0.0316712 -0.0170869 0.011177 -0.0205484 -0.0949275 0.0391354 -0.0744532 0.000722406 0.0351886 0.0168102 -0.000391165 -0.00837808 -0.0790442 -0.00285928 0.00110121 -0.00266936 -0.0114337 -0.0244944 0.0279555 -0.0783744
internal_weight=159.21 4.61339 3.51243 154.597 5.42216 149.174 4.58228 2.58098 1.52218 144.592 7.04035 5.72126 3.83285 2.60095 1.31909 1.05881 1.88841 137.552 4.30509 3.43193 133.247 37.649 2.72728 34.9218 33.1815 32.0039 24.8828 18.0603 7.12105 1.74025
internal_count=4034 136 73 3898 67 3831 595 553 408 3236 183 128 81 69 55 145 47 3053 228 222 2825 733 45 688 625 612 552 427 60 63
is_linear=0
shrinkage=0.1


Tree=115
num_leaves=31
num_cat=0
split_feature=8 7 3 7 15 8 17 7 8 16 13 6 2 5 17 0 2 6 13 19 15 15 6 17 15 16 15 5 5 2
split_gain=0.15881 0.566041 1.01079 0.639984 0.622497 0.561679 0.82074 0.757165 0.44404 0.501591 0.463399 1.30265 1.69824 1.33209 1.17008 0.900393 0.593 0.534243 0.45179 1.18286 1.93923 0.438014 1.45343 2.00158 0.49355 0.650099 1.4219 1.1173 1.61644 1.22417
threshold=8.8430989333000021 22.620600126450004 91.017750006350013 22.381996090050006 36.124429763000009 9.4426310644000022 177.64087306825002 20.752538901500003 8.7431769115000026 22.764946765650006 117.61735474900001 16.515385879350003 160.64656314035003 22.783584484750005 186.26099832155003 86.20003303655001 101.78954948125002 16.465384711100004 117.55283175385001 14.351157895250003 42.246988155050012 42.246988155050012 16.405383309150004 204.64886559710001 41.195083317300011 22.554947256700004 35.965617804200001 21.500664456800006 21.024411566050002 157.39400167590003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 5 -4 -2 7 -7 9 10 18 15 13 -13 16 17 -15 -12 21 20 -20 24 23 -23 25 -1 -27 28 -28 -29
right_child=1 2 4 -5 -6 6 -8 -9 -10 -11 11 12 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.002622712606567578 -0.082738144102987618 0.017480851771485194 -0.13664458790663894 0.076974430185911213 -0.038911582570270414 0.025804091027458505 0.098573640750315383 -0.11170788432541007 0.026541454901068046 0.036817123077271377 0.0031020915362542549 -0.088604972722942099 -0.13995865901717419 0.010092079585732187 0.10612825294605313 0.029514799295123791 -0.12400117410474298 -0.065700031619854923 -0.11717909911276354 0.033497850558895141 0.017964662567959672 -0.12646648731330143 0.017224467861360365 0.046711821605814746 0.041398040584979728 0.025179469591589222 -0.023808216826412355 0.046716446320541505 -0.13229250786272173 -0.047319444316713262
leaf_weight=79.839559664605076 0.79457022878341232 2.0080060053151101 1.0441425265744331 1.1562770344316957 1.7340038274705873 1.0863494685618209 0.78384395991452027 0.63415593710669771 6.4192471946007563 3.5416015572845927 2.3811473905807379 1.7536612860858429 1.6662308262020813 1.0834706370369533 1.0432009615469722 6.0244449859019369 0.47410203600884404 2.145468656119192 1.5581543113803515 11.667130238507523 3.333076867449563 2.2535566287697288 3.6345461223390885 0.94821931514888991 2.8142156660323954 4.9813885453622815 3.1790586188435537 2.3913784790784121 2.4182950439862907 3.287552997469902
leaf_count=2996 21 37 17 13 41 36 14 22 65 36 27 17 42 20 8 40 57 30 26 123 38 65 38 27 22 54 24 24 25 29
internal_value=2.42713e-05 -0.0126958 -0.0365738 0.0129559 -0.0756437 -0.00948276 0.0137594 -0.024881 0.000814059 -0.000345547 -0.00129325 -0.0169861 -0.0541017 -0.0212484 0.0241691 0.00419289 -0.0307239 -0.0295079 0.000833029 0.0161923 -0.0250868 -0.00157198 -0.0260525 -0.075179 0.000120001 -0.00108883 -0.0193158 -0.0389719 -0.070678 -0.00772125
internal_weight=158.08 9.24135 4.78615 4.4552 2.77815 3.29892 2.50435 1.72051 148.839 142.419 138.878 16.5717 6.02067 4.35443 2.60077 10.5511 1.55757 4.52662 122.306 16.5584 4.89123 105.748 6.83632 3.20178 98.9114 96.0972 16.2577 11.2763 5.59735 5.67893
internal_count=4034 201 95 106 58 93 72 58 3833 3768 3732 241 144 102 85 97 77 57 3491 187 64 3304 130 92 3174 3152 156 102 49 53
is_linear=0
shrinkage=0.1


Tree=116
num_leaves=31
num_cat=0
split_feature=17 18 17 15 2 15 13 17 8 18 13 16 10 7 4 15 17 15 4 17 17 12 7 8 7 2 4 17 17 13
split_gain=0.152851 0.556815 0.355076 0.582177 1.27343 0.732764 0.683287 0.591974 0.304822 0.837043 0.636924 0.635939 0.529509 0.494681 0.752176 0.489572 0.413654 0.732939 0.418415 0.366982 0.497663 0.544163 0.984639 0.79402 0.359123 0.335151 0.622396 0.313607 0.541861 0.535454
threshold=188.01568060980003 13.012604996900002 186.57794620975002 42.493282152450007 105.22786026870001 29.198705243000003 105.33378955095002 187.61467154115005 8.543332867800002 12.909082926650003 114.81060446080001 22.794946695500006 61.987779113750001 20.873561687950005 195.50296729855003 43.890399822900008 185.82794795070004 35.965617804200001 204.80369648085005 160.21442126885003 174.76883460675 183.50495173450003 19.078733418100004 7.8438787148500007 18.508193892750004 72.043920985000014 157.07313959035005 183.35201426355002 182.50770257345002 108.32604345015001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -4 11 10 -10 15 13 -12 -15 16 17 19 -18 -1 21 23 24 -21 -23 26 -22 28 29 -27
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 12 -13 -14 14 -16 -17 18 -19 -20 20 25 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10455511596261245 0.061063986481922433 0.001090041879625312 -0.051259220294486089 0.018874230522418194 -0.11864693814343324 -0.14388735349095433 0.10354414486860436 0.026688454317385975 -0.090358977599134915 0.046272416472786175 0.035831498775340781 0.10640638381943744 0.063520888392295805 -0.10836716471971425 0.017068515039167363 -0.11908761909828254 0.078641774985094171 -0.05619481684228405 -0.00030093923351586036 0.0093867122065272642 -0.0059215647675667955 -0.047813758073500974 -0.12757282303959347 0.10036687448461057 0.073502677491206522 -0.026943501155914231 -0.083447456082821392 0.023020750103729795 -0.11359248903341589 0.067882086682357401
leaf_weight=0.35493057585337595 1.5695945774205018 112.78867539428211 1.7387433928670346 2.3066108922939748 0.2786521385587547 1.4222069045063106 0.27498960494995117 2.2161119217053056 0.8861903235083427 4.434914229583228 1.0773860961198809 0.48921260982751746 1.0717482245527206 1.0075992168858645 0.90962459531147022 0.39559952323906955 1.0564820179715746 3.1607729624956837 1.8420272832736371 2.7873868434107889 2.6847884221933764 0.37440074008190982 0.612870734919852 1.462612965959124 0.70062587148277089 2.5291649450955456 1.685780550498748 3.1255226940083958 0.52928350995352946 0.77886803858564224
leaf_count=272 20 2362 26 22 48 21 3 19 33 49 15 4 11 34 14 14 10 22 40 350 19 38 103 31 25 159 39 94 31 106
internal_value=1.51813e-05 0.0019132 -0.00512887 -0.0237543 -0.0403337 -0.105891 -0.00828633 -0.00758107 -0.000610806 0.0147172 -0.0135399 -0.00646709 0.0032014 -0.0183865 -0.0488544 -0.00876014 -0.00691743 -0.0118522 0.028473 -0.00390062 -0.00183213 0.0216193 -0.0264171 0.040697 0.0312517 -0.014119 -0.0358242 -0.000494644 -0.0196481 -0.00461706
internal_weight=156.553 114.358 42.1951 8.23731 5.9307 1.97585 0.553642 3.95486 33.9578 9.38746 4.95255 24.5703 4.06636 2.99461 1.91722 24.0811 23.6855 20.787 2.89851 17.6262 17.2713 5.9379 1.6879 4.25 1.07503 11.3334 4.37057 6.96284 3.83732 3.30803
internal_count=4034 2382 1652 139 117 72 51 45 1513 156 107 1357 74 63 48 1353 1339 1289 50 1267 995 547 166 381 63 448 58 390 296 265
is_linear=0
shrinkage=0.1


Tree=117
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 8 17 7 17 10 6 17 9 12 14 4 17 5 3 9 18 7 9 6 16 12 12 12 9 17
split_gain=0.157881 0.365572 0.552434 0.282878 0.309624 0.494454 0.274368 0.519601 0.320641 0.583044 0.457631 0.444 0.675813 0.790457 0.762262 0.317209 0.429604 0.260599 0.691537 0.545046 0.942898 0.675938 0.600264 0.618436 0.455475 0.347186 1.18275 0.876892 0.72381 1.45243
threshold=17.138111898250003 17.684958644900004 20.729785921300003 11.939171177750003 12.26528657645 7.1444245619500011 221.27458857605004 26.637125930550003 212.37354083175003 67.074341896550024 13.835323260100003 208.33805927010005 221.38017838285003 316.01707535830008 265.16683954625006 434.60928422055002 207.10399803250002 25.767562150000003 93.090551224900011 219.59809404590001 14.674589207750001 26.064266158200002 215.54845996915003 14.825346391850003 23.344945409400005 149.09269374785001 145.97209859650005 150.73104262400003 205.88909726980003 196.70243143610003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 8 -8 11 -10 -11 15 13 14 -13 17 -17 19 -19 22 -21 -22 25 -24 -20 26 -1 -27 -29 -30
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 -12 12 -14 -15 -16 16 -18 18 24 20 21 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.0021760994784928113 -0.1094349308543866 0.10270842943791175 -0.1035432023147026 0.078820778286188165 0.081028293309340194 -0.072510010634000824 -0.11028333795397549 0.027822502085890106 0.088905768211819433 0.040796990713524023 -0.043845924125410815 -0.034561688166728437 0.041861727882289611 0.035423790906606654 -0.14413793431679364 -0.097152895054951394 0.062521566025326519 0.10340709518465184 0.015010427943839017 -0.12082821148073231 0.076398149040003416 -0.05470187619712661 0.0087868589014157301 0.095864699227063532 -0.10778834725317184 -0.082823862745757412 0.077887913916071541 0.0011150195731453507 -0.07769971003273296 -0.0024103903290742051
leaf_weight=63.080591719044605 0.13712675830083743 0.48331028188113112 0.37746739688009245 0.40023249944351824 0.89303789031691849 0.46881756203947589 0.62415219354443141 0.48342473059892654 1.1294750012457364 1.4215125925984469 1.1599994057323781 1.5546831109677439 0.96116426913067687 0.77839690411201434 1.073010712101677 0.69496636257281252 0.22242825292050838 0.87409467878751357 4.4018872080850997 1.0165184125071385 0.6961190713336689 0.90400844591204077 2.1643787691718894 1.308801529521588 0.32430138252675522 1.4398076907091297 2.1330877095024325 52.572392216483422 3.7496850443712892 8.0915392941678856
leaf_count=1165 354 18 72 151 20 87 29 23 26 43 26 33 9 19 44 108 10 12 444 20 15 34 33 24 12 21 39 918 75 150
internal_value=1.45177e-05 0.0237187 0.00695019 0.0289107 0.0396768 -0.0028161 -0.000413476 -0.0500042 -5.15355e-05 0.0289812 0.0027628 -0.000779305 -0.0321905 -0.0530873 -0.0793068 0.000175498 -0.0584388 0.000552168 0.0216964 -0.000311176 -0.0455136 0.00233185 0.000567956 0.0416005 0.00658423 -0.000519375 0.00465257 -0.00564108 -0.00391585 -0.0262518
internal_weight=155.62 2.75999 2.27668 1.89921 1.76209 0.86905 152.86 1.10758 151.753 3.71099 2.58151 148.042 4.36725 3.40609 2.62769 143.675 0.917395 142.757 5.60028 137.157 2.61665 1.60013 134.54 3.47318 4.72619 131.067 65.2137 65.8534 64.4136 11.8412
internal_count=4034 702 684 612 258 238 3332 52 3280 95 69 3185 105 96 77 3080 118 2962 468 2494 69 49 2425 57 456 2368 1204 1164 1143 225
is_linear=0
shrinkage=0.1


Tree=118
num_leaves=31
num_cat=0
split_feature=15 5 8 9 19 16 17 7 19 7 18 7 19 9 6 15 6 16 8 2 12 2 12 17 19 16 15 6 6 6
split_gain=0.160932 0.446997 0.348893 0.576955 0.345169 0.187288 0.731181 1.24709 0.583773 0.527929 0.644161 0.612408 0.689052 0.661887 0.511559 0.509378 0.863404 0.493545 1.3369 0.47488 1.00104 1.44124 0.900269 1.03804 0.867869 1.5577 1.26966 1.22844 1.24325 1.12331
threshold=46.683480308100009 25.322158499750007 8.3434888241000014 206.57490536735003 14.651182102100002 22.624947093000003 199.03437346465003 23.626037400350004 14.251149826300002 23.314707969200004 13.314799198000001 22.407814303000006 14.351157895250003 192.39832633775004 16.505385645700006 38.213426205600008 15.785368822600002 22.614947116400003 8.4434108459500017 137.02423825130003 145.97209859650005 121.84632764400003 152.73554204000004 196.31479727660005 14.251149826300002 19.254954973500002 36.742238227650013 13.915325129350002 13.65531905435 14.935348962050002
decision_type=2 2 2 2 2 2 2 2 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 17 7 8 -7 10 11 -10 -13 14 -14 -8 -17 19 -19 20 -1 -22 23 -23 25 27 -26 28 -21 -29
right_child=1 2 3 -5 -6 6 15 -9 9 -11 -12 12 13 -15 -16 16 -18 18 -20 24 21 22 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.00065007179646630144 -0.10693173290568186 0.033367789458572543 -0.11289870990587805 0.021567110941828411 -0.0034015924032293867 -0.032922616323081542 0.10194003359625468 -0.065250013199252818 -0.009195315022457266 0.042779664219256948 -0.039691300513224378 -0.010157238316189752 0.032194291491174143 0.015282601559272961 0.10616130483710329 -0.045500920546994367 0.073135361475257302 0.016637148525065901 -0.081800561393256865 -0.014517136259505681 0.1205888079823893 0.028351993452274033 0.037948508415218872 -0.1254453522253188 -0.073608858715846243 0.040478230488931122 -0.010740488712970397 -0.079661108131806893 0.058871112076522084 0.017024846340669822
leaf_weight=54.820822229685291 0.82689655126887263 1.6473856906522999 0.55699561223445904 0.74708799505606294 0.52743984921835363 3.1429802607744994 1.2153218369930976 2.5386205789982332 7.657091843546378 4.7689377730712286 2.6980378385633221 3.3733604368753713 1.6629759422503414 3.939869923517108 2.1359866857528687 1.0609423052519562 1.4544023543130604 2.877583934692665 2.6504450759384781 8.0531823919964207 1.6722805164754371 0.9248635731055399 5.285802286452963 0.83511301732505672 3.9948646783595931 8.2035674694343452 16.399923213815782 3.9757137019187203 3.2359206336550406 1.7221355796009445
leaf_count=1424 53 26 37 16 4 24 19 31 112 27 28 26 34 38 11 18 33 32 33 1154 15 42 50 25 69 118 148 171 41 175
internal_value=1.34953e-05 -0.0190481 0.00277762 -0.0358655 -0.0666124 0.000559572 0.00689018 0.00199388 0.00780433 0.0126832 0.00599734 0.012565 0.0275594 0.044 0.0737826 0.0487807 0.023096 -0.00140879 -0.0305594 6.79271e-05 0.00565551 0.0371307 0.0173223 -0.0446252 -0.0077203 0.00469495 -0.0230549 -0.012586 0.00651895 -0.0504384
internal_weight=154.607 4.30581 2.95147 1.30408 1.35434 150.301 35.6485 31.9179 29.3792 26.2363 21.4673 18.7693 11.1122 7.73883 3.79896 3.73067 2.51534 114.652 5.52803 109.124 63.5389 8.71806 7.04578 1.75998 45.5853 25.1905 20.3948 16.987 11.2891 5.69785
internal_count=4034 136 79 53 57 3898 401 331 300 276 249 221 109 83 45 70 51 3497 65 3432 1556 132 117 67 1876 1659 217 1541 1195 346
is_linear=0
shrinkage=0.1


Tree=119
num_leaves=31
num_cat=0
split_feature=18 16 15 15 12 10 13 17 7 18 10 2 17 7 7 7 19 16 0 5 5 6 15 7 7 18 18 9 18 6
split_gain=0.157953 0.323498 0.559064 0.277694 0.28738 0.277305 0.31082 0.257559 0.444255 0.286655 0.568318 0.73596 0.528914 0.714232 0.56539 0.483387 0.530859 1.20698 0.755046 0.616095 0.567071 1.64127 0.590725 0.467079 0.573861 0.686593 0.760607 1.32256 0.609724 0.545694
threshold=17.323446153950005 17.684958644900004 20.313914079200003 11.939171177750003 172.63877719270002 81.320481529800006 98.050756475600011 221.27458857605004 26.637125930550003 15.534338342150003 75.634392583900009 90.745765132650021 212.37354083175003 25.603371256250004 26.157592435900003 26.637125930550003 12.851036860900001 18.794956049200003 97.674372337300014 15.363313533450002 15.120347274900002 12.26528657645 20.313914079200003 25.335171910400003 25.138824731100005 15.343833331950004 14.908142003500002 202.13708171315002 15.343833331950004 14.825346391850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 7 -7 9 -9 10 12 -12 13 23 -15 16 18 -18 -11 20 21 22 -20 24 25 26 -1 -28 -26 -25
right_child=1 -3 -4 4 -6 6 -8 8 -10 15 11 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 29 28 -27 27 -29 -30 -31
leaf_value=0.0010389010614205345 -0.10844787884802787 0.10279005246560191 -0.10369185251080104 -0.11030434773220188 0.062146342009553601 -0.10700599990216371 -0.01281670146437722 -0.10877403951466397 0.021557296257348885 0.10474983614952511 -0.011344746620832033 -0.11166274900428562 0.056657162008015127 -0.099493075523535576 -0.004379058877267499 -0.025992092534820616 -0.10558257517721299 0.025595540613430924 0.10395405008441849 -0.024192515794958305 0.10562383346441505 -0.11197715908389327 -0.0038388444960453013 0.0093794655233766459 -0.084834959697052459 0.078067132416061863 0.0098068803562401143 -0.12892611951676944 0.0015687461441766613 0.093117619735421792
leaf_weight=116.43871755734654 0.12309507816280474 0.4439777573570608 0.36168287942928135 0.10490713744366065 1.2252640480801344 0.49834104714682226 1.1797974817454813 0.57189898146316298 0.48193341057049111 1.4081883072794861 2.5245437627017959 1.0295334800575799 1.6341677606105793 1.2923315052903483 1.2102394001558421 2.430567471565154 0.93747426032496184 2.7856286698952317 1.3850416497734848 1.8688470474189669 1.1229479573667047 0.69533130712807167 0.80324125207334862 2.4461384411551985 1.6449598534964018 1.1315880070796982 1.5458748169185121 1.2370365103706715 1.6220437670126555 1.1413236074149606
leaf_count=2156 349 17 62 57 160 374 8 30 29 17 37 163 34 31 16 55 75 18 30 34 6 36 28 71 35 13 39 37 9 8
internal_value=2.92378e-05 0.0262769 0.00755999 0.0352479 0.0485456 -0.000363245 -0.0407872 9.08499e-05 -0.0491716 0.000440828 -0.000946593 -0.0404045 0.000121108 -0.000591167 -0.0534961 0.0143693 0.0232822 -0.007435 0.0389837 0.0232212 0.0453371 0.02186 0.0643871 0.000449637 -0.000582619 0.000539928 -0.000195919 -0.0518616 -0.0419361 0.0360201
internal_weight=153.327 2.25893 1.81495 1.45327 1.33017 151.068 1.67814 149.39 1.05383 148.336 134.898 3.55408 131.344 129.71 2.50257 13.4373 11.0067 3.7231 7.2836 5.87541 4.00656 2.88361 2.18828 127.208 123.62 120.353 119.222 2.78291 3.267 3.58746
internal_count=4034 645 628 566 217 3389 382 3007 59 2948 2649 200 2449 2415 47 299 244 93 151 134 100 94 58 2368 2289 2245 2232 76 44 79
is_linear=0
shrinkage=0.1


Tree=120
num_leaves=31
num_cat=0
split_feature=7 7 7 9 4 15 6 5 4 10 5 3 13 6 6 9 18 18 3 16 9 3 12 19 12 5 16 9 17 9
split_gain=0.154677 0.590493 0.373065 0.534857 0.588754 0.42057 0.434353 0.401983 0.362028 0.294458 0.284115 0.580461 0.580516 0.411781 0.480038 0.350987 0.384845 0.499074 0.391159 0.712948 0.356212 1.61021 1.19439 0.802924 0.791699 0.893449 0.782976 0.684884 1.29705 0.980422
threshold=22.105125139000005 22.181995028450004 20.861906850000004 179.18874144770004 170.06818406760001 35.098844929350008 17.475408310100004 23.626838821450004 377.6847677435 71.104340634100012 25.767562150000003 92.913112988300014 118.53949588775002 17.755414852450006 18.145423964950002 228.22359594620002 12.844794714750002 12.885811969150001 94.130984521400009 22.714946882600003 187.94830913940004 93.846007959550022 209.59843599465003 14.451165964200003 144.57070813310003 20.911722254300006 22.664946999500003 192.39832633775004 196.70243143610003 191.29995577870002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 6 8 -8 -1 -4 13 -12 -13 15 -15 16 -3 -18 19 20 22 27 23 24 25 -19 -26 28 29 -22
right_child=1 10 3 4 -6 -7 7 -9 -10 -11 11 12 -14 14 -16 -17 17 18 -20 -21 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.019758055908503921 0.059989953083863318 0.069419677941150282 -0.11736033987839777 -0.060608668310926574 0.01771868518500511 0.078430686300610647 0.10186731239401975 -0.10672400656424363 -0.1019371330357417 0.045517495404042402 0.1038828413923598 -0.10574488256919184 0.061301386940517233 -0.10311311357442197 0.016599925250397617 -0.058769737240967568 -0.057539080762909124 0.010843870994074287 -0.058521234279231574 0.072157827825301293 -0.024462289912752753 -0.11173052932310829 -0.13464035901459401 0.06470737130961339 0.064923507327301636 -0.073404278786267971 -0.042815715767130259 0.0026924575988171605 -0.080892171214715258 0.047867799181653251
leaf_weight=3.1369540135492557 1.6691426234028757 0.80902137813973141 0.87464142265889655 1.6436601771129065 2.3059395737946033 0.71476670308038581 0.10883209854364384 0.6114494233916048 0.26511246104018926 0.12712681184711982 0.78022360266186186 0.38731476420070976 0.44944728072732687 0.82491249032318481 0.56395853258436546 1.0012588975441747 1.4784574024379242 3.9211056255335226 1.0995027066746832 1.4077577423304308 6.6755841625745216 1.3021828862838436 0.50680342736996031 3.2715602801181385 3.1314757479522091 1.8539401814341543 0.85971397694083851 104.86202823056374 2.8882883438636773 2.6054441776723252
leaf_count=338 31 8 143 39 29 9 2 194 46 38 11 40 12 28 22 111 14 138 39 18 62 79 413 40 290 23 7 1674 61 75
internal_value=2.49515e-05 0.000861084 -0.0121345 -0.0314304 -0.0148779 0.00761716 -0.00466108 -0.0752066 0.0102747 -0.0966907 0.000159531 0.0418353 -0.0160199 -0.000325063 -0.054503 0.000221489 0.000653656 0.000244179 0.000879889 0.0013699 0.000614262 -0.00114406 0.0159759 0.0218307 0.00746756 -0.016202 0.0417162 8.64166e-05 -0.0223696 -0.00415721
internal_weight=152.138 142.349 9.78848 4.95137 3.9496 4.83711 4.12235 0.720282 3.40207 1.00177 140.68 1.61699 0.836762 139.063 1.38887 137.674 136.673 135.864 134.385 133.286 131.878 118.334 13.5446 13.0378 9.76624 5.77505 3.99119 117.031 12.1693 9.28103
internal_count=4034 3196 838 249 68 589 580 196 384 181 3165 63 52 3102 50 3052 2941 2933 2919 2880 2862 1951 911 498 458 161 297 1872 198 137
is_linear=0
shrinkage=0.1


Tree=121
num_leaves=31
num_cat=0
split_feature=15 13 5 2 12 6 0 6 0 18 8 7 9 3 3 9 2 9 19 12 7 6 8 9 9 12 2 8 19 6
split_gain=0.153075 0.378496 0.288872 0.211926 1.41845 1.02215 1.50868 1.4309 1.12241 1.11169 0.922827 0.993272 0.963478 1.42662 1.17671 0.754979 1.13194 0.745575 0.547861 0.365401 0.363829 0.363821 0.349099 0.290169 0.855192 0.63617 0.550914 0.5439 0.542457 1.08511
threshold=46.683480308100009 117.56896250265002 25.322158499750007 189.28685862455004 212.27786901720003 13.65531905435 96.851704149400021 14.935348962050002 87.350693116400024 17.399600107550004 8.2435668022500028 19.078733418100004 204.27826083785001 93.181958801350021 93.394346993650018 197.63955579655001 344.91334945730006 193.67618212375001 14.451165964200003 265.5707036799501 24.487155730000001 8.5652001245500013 8.543332867800002 186.68586460755003 185.90443620030001 202.12526968910001 80.683647763550013 8.3434888241000014 14.551174033150001 16.555386813950005
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 9 7 15 10 22 11 -9 14 -14 -12 -7 -17 -16 20 -15 -10 -11 -5 24 25 27 -26 -1 -25 -30
right_child=1 2 -4 5 -6 6 -8 8 18 21 12 -13 13 19 17 16 -18 -19 -20 -21 -22 -23 -24 28 26 -27 -28 -29 29 -31
leaf_value=-0.010017151760943963 -0.078067820924813167 -0.049354782805441186 0.016247912959806342 -0.11366808473076978 -0.10766214336830285 0.056671892737411439 0.092766107215283319 0.028625123337568521 0.041394402087034821 -0.10434112749453475 0.052712369818081133 -0.10681407818647382 -0.13005747956111 0.073054646772984719 0.024980679217363643 -0.13104838590085482 0.04870515401057552 -0.050411422000428724 0.0056928904522104548 -0.025765630950028696 0.10020490379669106 0.055960944781626609 0.066578848464384069 -4.95895665005922e-05 0.016128698237763205 0.10044510979977027 0.1049985560530946 0.050870558675796068 -0.063951513404646831 0.0079935093618810037
leaf_weight=12.024620922738903 0.85905378956522227 0.95663955633062903 2.2496793117825291 1.5511379363133557 1.2420584484934796 0.41724339958455603 2.2281147618778041 0.8559659769525817 2.0547037646174422 0.16869264568322229 6.2389340437948686 1.4737694478553747 1.1077652177773409 0.6892587626352904 2.7089248155243695 1.5744770321180115 0.45057689887471486 2.5431707595707849 1.808297320269048 0.81853333092294633 2.1554350266233087 0.88099949954630574 0.11544910399243224 90.338880018112832 1.3399540287791745 0.62668280624166151 1.454976354842074 1.6709736399352557 4.04020190797746 4.3572998588206246
leaf_count=988 63 34 39 351 13 15 28 70 16 290 35 73 27 33 17 92 15 35 28 10 41 69 6 1454 28 20 14 14 51 65
internal_value=2.23107e-05 -0.0191192 -0.00332535 0.000551907 -0.00136529 0.00807483 0.0139315 0.0068763 0.0147827 -0.0504103 0.00125382 -0.0570525 0.0108832 -0.0438949 0.0233517 -0.0658156 -0.091053 -0.0115257 0.0517299 0.0194082 0.0715032 0.0301993 -0.101182 -0.000225686 0.011794 0.00191996 0.0623923 -0.00258836 -0.00230945 -0.0266206
internal_weight=151.002 4.06537 3.20632 146.937 117.096 29.8414 27.1252 24.8971 22.4548 2.71628 16.4363 2.32974 14.1066 2.61556 11.491 2.4423 2.02505 5.2521 6.01844 1.50779 4.21014 1.04969 1.66659 115.854 17.1172 14.3223 2.79493 13.6956 98.7364 8.3975
internal_count=4034 136 73 3898 2647 1251 535 507 385 716 300 143 157 70 87 122 107 52 85 43 57 359 357 2634 1064 1022 42 1002 1570 116
is_linear=0
shrinkage=0.1


Tree=122
num_leaves=31
num_cat=0
split_feature=7 12 17 9 4 17 9 9 6 6 14 19 10 3 17 16 6 12 13 16 16 15 17 3 4 18 7 7 10 16
split_gain=0.145777 0.550482 1.12193 0.876171 1.2827 0.703314 0.797233 1.27468 1.10767 1.72774 0.731444 0.605425 1.35119 0.809698 0.561147 0.686008 0.717051 0.491083 0.474861 1.22305 0.942879 1.13571 0.678673 0.74079 0.521284 0.46911 0.962021 1.23258 0.823317 0.741377
threshold=23.109894804950002 176.22193183745003 188.95754880325003 195.30595290385003 284.07887079910006 188.64489188380003 195.30595290385003 201.32298960505003 16.525386113000007 16.455384477450004 195.25924573520004 14.351157895250003 61.966271448700006 108.40938565220002 186.57794620975002 22.624947093000003 16.385382841850003 150.73104262400003 113.97180552410002 20.184952798800001 22.604947139800004 32.866677124050007 171.92791459955001 87.162501047250018 120.66459519255001 13.946975448150001 23.864758692950002 23.699538637550003 61.950140699950005 22.454947490600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 11 4 -4 14 8 -8 9 10 -7 12 13 -3 18 16 -16 -12 19 22 21 -20 23 -1 -25 29 27 -27 -28 -2
right_child=25 2 3 -5 -6 6 7 -9 -10 -11 17 -13 -14 -15 15 -17 -18 -19 20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.083759744235419223 0.041566631676289809 0.062892134497068791 0.011769652151232482 -0.10708082917079774 -0.1212436398646448 0.068545954692775551 -0.085527232416367005 0.03725179445241273 0.094916313556279441 -0.090907630307645884 -0.044946289331364978 0.047317330955491371 -0.11519570469161336 -0.11067534905135719 -0.023839788475826063 -0.0096922105379332532 -0.14216666026463751 0.046254640925144183 -0.013529765170278747 -0.14644476984625598 -0.0076160887315500948 0.10432933784675298 0.036084228498812786 0.10353004307818899 -0.14049838630138373 -0.007592081475584319 -0.10532023675000353 -0.10038483637363119 0.0021506755545375746 0.0045924416978754155
leaf_weight=0.25622072229089787 6.5070495305408249 1.438521136042253 2.5987616598140453 2.0611110196477966 1.0055087068758437 3.3662689740303886 1.6201546540250995 1.7686522146686909 2.3294634968042374 1.2565735648386178 1.3099709948000966 2.3186977833101992 0.99509314345959854 0.33052955794846628 1.0239426133630325 3.3818986034602858 1.0245908079668877 1.0748602917010428 1.418003646002034 0.74342571198940266 9.1201886630151403 1.9309812372084705 1.7528259158279977 0.099592573940753937 0.7231798850443738 4.0550422356936897 0.72159886918961902 2.2125552641591639 58.653831079382144 32.552661258494481
leaf_count=23 123 71 38 37 55 59 14 27 18 20 24 28 137 53 29 38 12 22 243 6 105 18 81 1 191 106 19 50 2106 280
internal_value=2.97259e-05 -0.00473374 -0.0244744 -0.0550767 -0.025338 0.00147012 0.0200986 -0.0214476 0.0351773 0.0153191 0.0385288 0.00963523 -0.0219744 0.0304628 -0.00956905 -0.0373545 -0.0830219 -0.00384139 -0.000164709 -0.032293 0.00904732 0.0544263 -0.00232516 -0.0647213 -0.11096 0.00207469 -0.00308863 -0.0403493 0.000844565 0.0107521
internal_weight=149.652 44.949 10.7482 5.66538 3.60427 34.2008 12.7259 3.38881 9.33714 7.00767 5.7511 5.08284 2.76414 1.76905 21.4749 5.43043 2.04853 2.38483 16.0444 3.57524 12.4692 3.34898 2.83182 1.07899 0.822772 104.703 65.643 6.2676 59.3754 39.0597
internal_count=4034 1350 419 130 93 931 184 41 143 125 105 289 261 124 747 79 41 46 668 302 366 261 296 215 192 2684 2281 156 2125 403
is_linear=0
shrinkage=0.1


Tree=123
num_leaves=31
num_cat=0
split_feature=2 7 4 14 5 6 9 0 7 8 16 12 14 8 9 6 7 4 7 7 16 6 13 7 17 5 2 2 5 2
split_gain=0.156094 0.806922 0.825847 0.513291 1.29658 0.43794 0.380929 0.592022 0.833748 0.598418 0.410036 0.788485 0.72671 0.367771 0.755223 0.595259 0.354411 0.621147 0.638237 0.897539 0.783457 1.32841 0.805638 1.06412 1.05818 0.735201 0.659122 0.808015 0.636168 1.24723
threshold=67.858768990950011 24.876210878000006 159.10550013555002 162.62753922915002 20.305669781650003 16.565387047600002 189.78071820640002 92.313586825200005 23.729953793150003 9.3427090425500019 15.344964116800002 87.111491403900018 158.54692099280001 8.9430209551500024 215.54845996915003 18.080422446150003 23.109894804950002 165.86037890555002 24.384659815400003 24.573979631000004 22.454947490600002 14.185331438000002 115.12515406205002 23.576742473100005 203.00435256470004 16.078966488550005 173.34516805710004 100.60547560250002 22.649179082500002 199.66651340635002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -2 -6 -1 9 -9 -8 -10 12 -12 16 -15 -16 -5 -18 20 26 21 25 23 -23 -25 -19 27 -20 -22 -30
right_child=3 -3 -4 13 5 -7 7 8 10 -11 11 -13 -14 14 15 -17 17 18 19 -21 28 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.030627508287267853 0.093162826546635644 0.068131092308511568 -0.082993837790299063 -0.0084430944471147566 -0.071624300210288094 0.01361681974571723 -0.083104416610773335 0.055848810587234565 0.018827516542657893 0.0028386185704457421 -0.1577205358003293 0.028131734579533385 -0.011344237534809013 -0.097270372299631258 -0.055376569870701192 0.040156045017301127 -0.092737299872040671 -0.0040295930495191264 -0.11051319347991136 0.00013756300433792056 -0.0081625640149203243 -0.027819191538286159 0.10178439712941485 0.062385674654048477 -0.016002295966189045 -0.13031887599561673 -0.1304102866436849 0.0024193501071332331 0.061848912398275682 -0.0012438693934264642
leaf_weight=2.1098067706625434 2.0729159951442844 1.204087933867412 1.672633812384446 31.340992140385424 0.82205442174745291 2.2589701270335354 2.0664784396067248 1.9653642280027268 1.3010118603706362 1.3326677150325847 0.81929070921614788 0.7846389915794133 0.57877314649522305 1.1791595940594555 1.1483039495069536 1.5097862731781786 0.66132438788190384 1.4625192484236351 0.87970993015915144 38.658898498943017 19.858444693731144 2.4374309182458083 1.8759291693568219 8.0802697110921127 2.1885559083893886 0.67313572706188995 0.80866200493619533 2.2641458494472317 4.6759228354785582 9.4964938097400573
leaf_count=41 37 43 25 1069 23 63 27 14 5 25 29 6 20 54 30 39 9 112 66 1674 138 39 71 68 26 44 55 29 39 114
internal_value=2.5825e-05 -0.0100882 -0.0175449 0.0010673 0.0320143 -0.00912654 -0.00755481 -0.0166592 0.00377066 -0.0494096 -0.0256096 -0.0520966 -0.0971234 -0.000167217 -0.0306624 -0.00111437 0.000766218 0.00383604 0.00452012 -0.00450306 0.0120965 0.0298237 0.0406115 0.03158 0.0456791 -0.0438346 -0.0498922 -0.0291813 0.00338788 0.0195724
internal_weight=148.188 13.8348 12.6307 134.354 5.15394 3.08102 10.958 8.84823 5.44908 3.39915 3.48371 2.1827 1.39806 129.2 3.83725 2.65809 125.362 94.0214 93.3601 42.6114 50.7487 16.7178 14.5822 12.7063 10.2688 2.13565 3.95252 3.14386 34.0309 14.1724
internal_count=4034 235 192 3799 123 86 167 126 74 52 60 55 49 3676 123 69 3553 2484 2475 1824 651 360 204 133 94 156 150 95 291 153
is_linear=0
shrinkage=0.1


Tree=124
num_leaves=31
num_cat=0
split_feature=6 13 8 7 9 9 9 9 9 16 8 9 0 16 0 5 9 19 16 19 2 15 19 15 7 18 8 3 5 16
split_gain=0.184152 0.236182 0.201274 0.440931 0.258033 0.229589 0.207185 0.313535 0.437288 0.484709 0.520044 0.335295 0.504557 0.941318 0.550728 0.733741 0.467505 0.428794 0.343383 0.359038 0.323459 0.669867 0.30452 1.42402 0.76558 0.625673 0.623925 0.601735 0.479679 0.629989
threshold=5.3251244207000008 99.604685275000008 2.3481675133500004 21.844899366700002 63.789425898000005 54.542104986550008 66.346857137250012 179.18874144770004 177.77223095870002 21.094950670800003 5.9453602998000008 186.68586460755003 85.732241321850012 22.704946905950003 85.121961326250016 24.628131835750001 187.45330412110005 14.551174033150001 22.714946882600003 14.651182102100002 121.36426933400001 35.965617804200001 12.651020723000002 23.908355817750003 23.779256055650006 14.395252042950002 8.1436447804000007 81.105404879350019 13.154029769200003 15.454963859600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -4 -6 8 9 10 -8 17 13 16 15 -15 -13 20 19 22 21 -9 24 26 -14 -26 27 -24 -27 -30
right_child=2 -3 4 -5 6 -7 7 11 -10 -11 -12 12 18 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 28 -28 -29 29 -31
leaf_value=-0.11015444952380758 -0.038523425597765108 0.043860878790284927 0.0068457081484887055 0.096278258371933351 0.045893845507030212 -0.10789949512712577 -0.067659970736190581 0.027741798833963462 -0.11414838143606815 0.053080312256424358 0.095342214826962784 0.025498893369397493 0.11023917705347959 -0.11414466985097334 0.050120629953564769 0.0013500082629796871 -0.10942585201830093 0.067243201972375627 0.050903986817782979 0.030983403476672944 0.033612055796701561 -0.034800789025331728 -0.10564614067988423 -0.0010597879166933731 -0.10640130936088701 0.065483767054020717 -0.12798818718673782 0.0068683857149148325 -0.0050173655043785365 0.043892049477458187
leaf_weight=0.32294076278230832 0.3944857177484653 0.14394958689445048 0.299639982458756 0.63042933489487041 0.98636571574024756 0.41710677576702437 1.3914905801466373 3.4522311490727571 0.53665458181058046 0.73733031563460816 0.22776577383046959 0.30647390068042923 0.74042326211929577 0.72895911074010689 1.3457193686626849 2.2415062413783744 1.5845606342481913 1.4665520091075439 1.3366857422515739 3.6150884861126533 3.6380495224439073 3.3982971198856831 0.76478341969777819 95.56442339043133 0.47786625660956161 1.4118065969451006 1.1498390553751958 1.2558450624346731 13.188792024971919 3.2906858166679731
leaf_count=593 29 79 33 54 44 76 570 37 15 11 19 4 3 41 15 49 153 37 19 38 62 30 83 1270 7 253 50 14 299 47
internal_value=3.41595e-05 -0.0626691 0.000233884 0.0443936 -7.70641e-05 -0.0599296 0.000219123 -9.40607e-05 -0.0326807 -0.0141284 -0.044732 0.000574795 -0.000909925 -0.0287262 -0.00294993 -0.0269927 -0.087559 0.0165959 0.000496157 -5.85912e-05 0.00951416 -0.0032833 -0.00101086 -0.00324723 0.010544 0.00652544 -0.0691812 -0.035717 0.00954165 0.00474906
internal_weight=147.047 0.46689 146.58 1.02492 145.555 0.716747 144.838 143.852 2.89324 2.35659 1.61926 140.959 129.003 6.20722 4.31618 2.97047 1.89103 11.9551 122.796 121.46 10.4886 6.85053 117.844 98.7349 19.1096 18.3692 3.17047 2.02063 17.8913 16.4795
internal_count=4034 672 3362 83 3279 109 3170 3126 615 600 589 2511 2345 262 105 90 157 166 2083 2064 129 67 2026 1417 609 606 147 97 599 346
is_linear=0
shrinkage=0.1


Tree=125
num_leaves=31
num_cat=0
split_feature=9 9 2 17 17 16 4 9 12 4 9 9 6 15 18 7 7 7 19 10 16 5 16 3 8 9 3 17 17 0
split_gain=0.142897 0.565068 0.476135 0.425616 0.554173 0.657788 0.377902 0.348284 0.445624 0.327763 0.226832 0.828566 0.561149 0.955154 0.505583 0.708578 0.449609 0.325771 0.298673 0.274048 0.265422 0.46198 0.261169 0.626233 0.369941 0.337361 0.299059 1.00492 0.959114 0.812257
threshold=219.59809404590001 223.29399794390005 147.36057300110005 192.28474763930004 205.45998821870003 17.684958644900004 267.17106116560007 216.0493559571 145.97209859650005 250.05420802265002 211.04147598835002 212.35746315350005 14.205331905300001 24.719476717350002 14.656441317600001 25.395581754250003 26.309119595700004 26.726788378400006 14.251149826300002 80.468240302450013 18.634956423400002 14.943099738200003 22.744946812400002 94.421337999450017 8.4434108459500017 187.45330412110005 93.281431752200021 193.82841840970002 192.94032447935004 86.256490657300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 -3 -4 -5 -6 -2 10 -9 -10 16 12 -12 -14 18 -16 22 -18 -13 -19 21 -17 26 -24 -25 -26 -1 28 29 -28
right_child=1 2 3 4 5 -7 -8 8 9 -11 11 14 13 -15 15 20 17 19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=0.0021790908595638605 -0.025571121316121881 -0.10707921067203233 0.089372964558331824 -0.11586172668496603 -0.10308334415281083 0.053125241228286782 -0.10735980599829478 -0.018445587838331935 0.10414187520295591 0.029755926295382974 -0.11186223503580986 0.049059733659491955 0.047087989963804332 -0.11173810111166614 -0.1188775590703155 0.029118252599678596 0.07488076418186132 -0.10989687392419674 -0.0016935268050265158 0.02289414728261031 0.023540720089143735 -0.11503072253888802 0.070552016471258416 0.043918976276030725 0.015685323232025452 -0.062795729328961089 -0.0052671094694283389 -0.0595747574581037 0.059666850337135972 -0.10973631679874879
leaf_weight=84.539202977867717 2.3427577662514518 0.29307353924377855 0.78991918312385712 0.32918920714291777 0.32857510689063918 1.5012111621908841 0.74443985023390258 1.3626990026677948 0.82626671444450073 2.0923555186891463 1.2231006982619859 2.2844126942218281 0.88069550506770589 0.66421106120105833 0.68306430429220233 0.42703469027765129 1.3734133995349105 0.17224250479193859 2.3546202066354454 1.5906260847659721 1.437099242582917 0.46380802080966532 1.7544453344307829 1.1040900759398939 1.0075794868171217 1.2001247202279044 25.661330195096532 3.5196436206206263 2.2534696181974132 0.76647680252790351
leaf_count=1733 41 17 20 24 87 38 54 35 9 64 32 21 6 49 21 31 65 34 39 520 10 26 21 11 7 38 841 97 37 6
internal_value=2.25662e-05 -0.0146739 0.0144839 0.0265654 0.00358557 0.0250748 -0.0452935 0.000688671 0.0287699 0.0508147 -0.00019951 -0.014376 -0.0612593 -0.0211971 0.00258779 -0.0293219 0.000982561 0.0383669 0.0232991 0.00991969 -0.00304446 -0.0459314 1.99859e-05 0.0222476 -0.00334199 -0.0269776 -0.000944639 -0.00914557 -0.00295712 -0.00829699
internal_weight=145.971 6.32917 3.24197 2.94889 2.15898 1.82979 3.0872 139.642 4.28132 2.91862 135.361 10.418 2.76801 1.54491 7.65004 3.01101 124.943 3.13628 4.63903 1.76287 2.32794 0.890843 121.806 5.06624 3.31179 2.2077 116.74 32.2009 28.6813 26.4278
internal_count=4034 281 186 169 149 125 95 3753 108 73 3645 235 87 55 148 88 3410 619 60 554 67 57 2791 77 56 45 2714 981 884 847
is_linear=0
shrinkage=0.1


Tree=126
num_leaves=31
num_cat=0
split_feature=15 6 5 10 5 2 4 6 9 6 0 14 18 14 18 10 3 10 5 16 17 13 15 15 16 6 0 4 15 16
split_gain=0.143028 0.742204 0.924562 0.730226 1.35739 0.371532 1.21054 2.81124 0.895646 0.926337 1.02783 0.89549 0.881772 0.83221 0.661447 0.773031 0.766732 0.655438 0.487978 0.484306 0.463358 0.453706 0.451069 0.755738 0.426344 0.584696 0.417444 0.411569 0.382783 0.465651
threshold=45.169600924000008 16.435384010100005 24.367802910700004 61.998532946250002 24.628131835750001 189.28685862455004 274.40025405315004 13.355312044750002 192.57902085675002 13.65531905435 86.20003303655001 309.73295979185008 17.399600107550004 316.75868709330007 14.030930991100002 63.530954080650012 82.796445043450021 61.982402197500001 21.386268748550005 22.634947069650003 204.64886559710001 101.26615239960002 43.890399822900008 42.841315546000011 22.674946976100003 16.515385879350003 92.313586825200005 275.94315914030005 42.246988155050012 20.404952284350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -3 6 22 21 17 12 -11 -12 -10 20 -15 -16 -17 -7 -18 -19 26 27 23 24 28 -26 -13 -8 29 -1
right_child=1 3 -4 -5 -6 8 7 -9 9 10 11 13 -14 14 15 16 18 19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0047129453199536483 -0.11502087697708648 -0.13602178077620239 -0.0032353800389814378 0.031611411503792146 0.019146888845812629 0.014418147290840403 0.089498540228514764 -0.15727493876965187 -0.096419561322675429 -0.036231031337500864 0.055866033735144462 0.10389348337066538 0.032211938914236134 -0.031886287953627683 0.090775898028595814 0.078442161688976678 -0.12116141861836405 -0.12537782934530892 0.013129864009077646 -0.014586407092319923 -0.12896637090745192 0.083167254128601667 -0.066870067881164327 0.047122728996368934 -0.063960781167220288 -0.0055264352481509751 -0.10140119576231073 -0.089580201039135443 -0.062531476428728347 0.0092875976164253065
leaf_weight=50.96867118641967 1.3360313793527878 0.88245279202237759 1.6581722060000172 4.2849648773262743 1.5610486340956411 1.2775006372448872 0.19036397001036609 1.5581216264981774 1.2510465894374676 2.2229604256572228 9.4463577199494448 0.214245244860648 0.92839643236584368 1.5393943414092062 1.8942074918304572 0.73277211457025249 0.54124281322583534 0.98650921088483279 0.54109961690846831 0.65753681212663651 0.62604027544148266 0.85262465197592974 0.99345735576935013 3.4138958454132071 2.4058234207332116 5.9406029766541906 0.18420841242186725 0.39387997169251321 0.93360517360269923 44.493982964952011
leaf_count=1741 38 14 49 75 46 107 18 36 92 46 84 2 143 17 41 13 24 508 27 5 33 17 16 31 28 92 45 154 11 481
internal_value=1.78641e-05 -0.011697 -0.0531147 0.00673411 -0.0368911 0.00086039 -0.00151597 -0.0642371 0.0124253 0.0199375 0.0274154 0.0364159 -0.0416253 0.00712736 0.023219 0.0460881 -0.000547048 -0.0393142 -0.0540247 -0.0810668 -0.0753137 0.0366519 0.000205046 0.000821155 -0.00068796 -0.0223699 0.00898406 -0.031231 0.00118936 0.00181254
internal_weight=144.911 9.72267 2.9942 6.72847 2.4435 135.189 112.145 2.99499 23.0435 20.122 17.9425 15.7196 2.17944 6.27321 5.24872 3.70932 1.81511 2.92155 1.08234 1.64405 1.02449 1.43687 109.15 108.157 104.743 8.34643 0.398454 0.584244 96.3963 95.4627
internal_count=4034 222 87 135 60 3812 2625 225 1187 567 332 286 235 202 122 105 64 620 51 513 80 189 2400 2384 2353 120 47 172 2233 2222
is_linear=0
shrinkage=0.1


Tree=127
num_leaves=31
num_cat=0
split_feature=15 2 2 5 2 4 6 6 6 18 6 8 0 16 8 7 16 19 9 10 19 8 13 0 4 8 6 15 5 0
split_gain=0.143097 0.383798 0.301578 0.211608 0.18175 1.03598 2.35557 0.742384 1.18915 0.854495 0.772065 0.978261 0.85034 0.886348 1.0616 1.02951 0.628959 1.06423 0.586818 0.44563 0.487252 0.521614 0.391445 0.381332 0.358875 0.336624 0.276555 0.271995 0.650447 1.26326
threshold=46.683480308100009 258.06114663960005 184.38272419390003 25.322158499750007 189.28685862455004 274.40025405315004 13.355312044750002 13.565316951450002 13.78532209185 17.399600107550004 14.935348962050002 8.0437227585500022 87.170566421650008 22.664946999500003 8.2435668022500028 19.078733418100004 22.644947046300004 14.451165964200003 221.38017838285003 61.950140699950005 14.351157895250003 8.4434108459500017 101.26615239960002 88.17067284620002 275.94315914030005 8.543332867800002 8.5652001245500013 38.992510055900006 20.911722254300006 88.098084476650016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 27 22 9 -9 25 11 -10 13 14 15 -12 17 23 -13 -16 -21 -22 24 -14 -7 -6 -11 28 -1 -30
right_child=1 3 -4 -5 7 6 -8 8 10 26 12 18 16 -15 19 -17 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024851493262310286 0.0031998966163230406 -0.041958289512848607 -0.11306882218252901 0.017116221778982612 -0.1122105289225188 0.087025494147816684 -0.14664634065695417 0.10292848598919774 0.04868628136897582 -0.10348261377522579 0.027421011873639531 -0.1186793720219038 0.026965666411826864 -0.077837395747790569 0.057798879767654736 -0.12141697165074553 0.10252711590482332 -0.039524945805197997 0.0017499189373944069 -0.020170657509612569 0.052868205078118083 -0.013554909087194325 0.079520284528629956 0.09364913726624069 -0.086149304180697772 0.069844944923786498 0.049453842558596542 0.010315509169736493 -0.0089366291163498722 -0.087625609558543441
leaf_weight=68.081700419728804 0.34118385397596229 0.86539036966860328 0.64450194944220129 2.0258047333918512 1.2439765493436454 0.17689961690484712 1.506699914956698 1.3861892886925513 0.82310634444002362 0.13877064497228264 0.7899401582544695 1.3207274417800361 1.784641666337847 1.3113252098555666 2.4775950275361529 1.1288545664956471 1.4386327620595691 1.6097606278490273 0.58331396261928592 3.3357106726616603 3.2803182571660727 1.8484528093831611 0.80507811973802745 1.6508297552354632 0.36987600583597668 0.11059290217235673 0.79914280166485696 21.810458994470537 17.552909632308005 2.3084754907176821
leaf_count=1475 26 23 41 46 343 18 36 23 25 290 70 84 14 38 13 68 32 27 26 35 19 39 17 30 154 6 69 217 695 35
internal_value=1.3614e-05 -0.0189373 -0.0728237 -0.000565917 0.000539627 -0.00122871 -0.0606607 0.00789819 0.012937 -0.0465445 0.00760221 -0.0424063 0.0142047 0.000480969 0.0084665 -0.0601425 0.0442014 0.02757 -0.0817852 0.0204977 0.00957949 0.0289287 0.0351741 0.0590087 -0.0301217 -0.0973467 0.0268259 0.000319204 -0.00215994 -0.0180826
internal_weight=143.551 3.87688 0.985686 2.8912 139.674 112.612 2.85855 27.0619 24.7694 2.29248 23.3832 2.72715 20.6561 14.1722 12.8609 1.91879 6.48386 5.04523 1.90404 10.9421 8.46448 5.12877 1.35185 3.43547 0.546776 1.35457 0.937913 109.754 87.9431 19.8614
internal_count=4034 136 67 69 3898 2647 225 1251 543 708 520 135 385 282 244 138 103 71 110 106 93 58 189 44 172 349 359 2422 2205 730
is_linear=0
shrinkage=0.1


Tree=128
num_leaves=31
num_cat=0
split_feature=8 16 8 8 19 10 8 18 16 13 6 2 5 17 2 2 13 19 15 0 7 16 8 2 2 17 2 2 8 5
split_gain=0.134735 0.310192 0.256471 0.290344 0.588842 0.410346 0.289091 0.329862 0.302143 0.329911 1.08583 1.19122 0.876966 0.911694 0.592501 0.477983 0.403956 0.67899 0.486871 0.373244 0.33033 0.667628 0.940206 0.326062 0.776164 1.21052 0.686247 0.668257 0.944452 0.815404
threshold=10.441851282850001 23.244945643200005 9.5425530862500008 8.8430989333000021 14.451165964200003 63.353515844050008 8.7431769115000026 13.754580103150001 22.764946765650006 117.61735474900001 16.515385879350003 160.64656314035003 22.783584484750005 186.26099832155003 136.15315758385003 101.78954948125002 117.55283175385001 14.351157895250003 42.841315546000011 86.20003303655001 22.589037079550003 22.624947093000003 8.4434108459500017 137.02423825130003 140.91298750955002 198.49975298390004 134.33885108415004 130.66814494305004 8.543332867800002 20.182301868200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 8 -8 9 16 14 12 -12 15 -11 -14 23 18 -18 -16 -19 22 -22 26 25 -25 27 29 -29 -1
right_child=-2 -3 -4 4 5 -7 7 -9 -10 10 11 -13 13 -15 19 -17 17 20 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0037520898375957047 0.040689390013653244 -0.060259990805220681 0.047463006525145006 0.0035004786738597445 -0.12323748688992103 -0.028957667048897451 -0.0030381450002649624 0.044710796968085539 0.031485870566982169 -0.044673114164768747 -0.07902265903685346 -0.13057761696160833 0.0066013682945380058 0.10437447932041531 -0.012214612639753359 -0.12074492328177561 -0.060876272305033299 -0.01150387695211938 0.0082951516509520654 0.034502288653030878 0.060245401776274903 0.070524748561676801 -0.025066299952404926 0.0016852829127352584 -0.006412567690896551 -0.25152054063222162 0.054853520765039979 -0.12773695967504603 0.031946299113209793 0.026695039368205789
leaf_weight=39.759428827177544 0.80983424477744748 0.85518582793883879 1.1364087533438567 3.0014865376870139 0.78129578818334255 1.1283883731812236 2.7106540896056677 3.1029620438348502 2.9138241549953809 1.8978783739730696 1.6178142167627805 1.4000708748208124 1.0468610351672398 0.78598962351679791 2.6529075230355375 0.41024339648720332 1.597753396781626 1.6194514176313521 2.8021971398848109 4.8126543423277326 2.4158971909200755 3.6309346009511501 2.7764683968780446 0.43664491250274196 40.660118971028169 0.3326525324373506 2.4799963172699782 0.92527324221737106 0.61763377487659454 11.294564468731549
leaf_count=917 19 29 46 50 35 22 29 36 36 25 17 42 20 8 35 57 28 21 36 37 25 38 39 38 1817 14 38 51 3 426
internal_value=1.65943e-05 -0.000216014 0.000148812 -0.000236314 -0.0241193 -0.0675297 0.000634454 0.0224474 -0.000349445 -0.00108581 -0.0152067 -0.0515586 -0.0229041 0.0175709 0.00521808 -0.0292526 0.000768809 0.0161272 -0.0168231 0.0179013 0.0300105 0.0376301 0.0146274 -0.00159331 -0.00829529 -0.107804 0.00344798 0.00102416 -0.0638149 0.00298366
internal_weight=142.413 141.604 140.748 139.612 4.91117 1.90968 134.701 5.81362 128.887 125.973 14.6244 5.26098 3.86091 2.24309 9.36344 1.4571 111.349 14.8427 4.39995 7.46556 10.4428 8.8233 5.19237 96.5063 41.4294 0.769297 55.0769 52.5969 1.54291 51.054
internal_count=4034 4015 3986 3940 107 57 3833 65 3768 3732 241 144 102 85 97 77 3491 187 64 72 123 102 64 3304 1869 52 1435 1397 54 1343
is_linear=0
shrinkage=0.1


Tree=129
num_leaves=31
num_cat=0
split_feature=9 9 0 16 9 15 8 6 2 19 18 18 16 12 6 15 17 2 0 9 5 2 3 18 10 19 15 17 15 12
split_gain=0.132403 0.44504 0.40673 0.801377 0.413196 0.406016 0.532498 0.480694 0.403216 0.906371 0.371109 1.1386 0.440808 0.35274 0.387973 0.32431 0.316313 0.746619 0.351945 0.287473 0.766194 1.16205 0.985686 0.607395 0.437352 0.422757 0.369882 0.883492 0.997585 0.481341
threshold=181.33671263215004 186.68586460755003 85.732241321850012 22.704946905950003 187.45330412110005 43.401366108000012 10.441851282850001 16.635388683200002 121.36426933400001 14.451165964200003 12.794482498400003 12.909082926650003 22.714946882600003 173.20477533325001 16.445384243750002 43.890399822900008 175.0619478289 163.32842070695003 99.642323688800005 192.98754432855 20.120233242600005 106.79778736115001 92.437255899200025 13.327513832500001 62.020040611300011 14.651182102100002 45.169600924000008 193.58923865885004 46.435439118750004 333.82192118495004
decision_type=2 2 2 2 2 2 2 2 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 8 3 4 -3 6 7 -5 9 -2 -4 -12 16 -10 -15 -1 17 18 -13 20 21 -18 -22 24 -24 26 29 -28 -29 -21
right_child=1 2 10 5 -6 -7 -8 -9 13 -11 11 12 -14 14 -16 -17 19 -19 -20 25 22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0086450026307007249 -0.014760645482659457 0.024042267894282696 0.069831891622735828 0.010033375476785454 -0.10790884369856835 0.039853974182327154 0.041156972771957533 -0.10122165694030033 0.10396357890135249 0.069523077243400788 -0.088222256680782749 0.084361433160731691 0.062762624422291746 0.08158843371048996 -0.010994904011496708 -0.11806961660305162 -0.020663036731582523 -0.11330192167573577 0.014778311067591393 0.00094149171313269409 0.047618834001418468 -0.14306151550424837 -0.029238849493973085 -0.061062921544624386 0.031729880107786865 0.036802695476604495 0.0096973705762694457 -0.14599393797521984 -0.015067955674400006 0.059959650548656186
leaf_weight=7.7039245248711259 4.6807052629883383 0.28654123865999181 0.76544308103620906 0.62328825145959932 1.381474885420175 1.4355903291143475 0.77524780668318261 1.0303233235899822 0.93155246978858519 1.7540362607687709 1.4457274340093125 1.3599953986704347 1.1468454198911775 0.7895171775107882 1.0607223797123877 0.28072042111307371 3.4741330798715344 0.32187637391325541 1.5614432969923653 87.106309824670461 3.2018733944278193 0.99861764772504091 2.3439692920073867 2.3301971945911646 2.3623774014413357 3.2843442168086758 3.1926941764540961 1.0131973884999754 1.3673593597486613 1.4041938338450553
leaf_count=1520 39 4 9 6 153 27 10 62 12 40 17 12 18 34 16 6 35 25 181 1429 30 53 17 24 25 37 25 11 44 113
internal_value=1.62796e-05 0.000764802 -0.000808362 -0.0273117 -0.0852415 -0.00230732 -0.027227 -0.0592868 0.0219666 0.00821412 0.000427127 -2.3412e-05 0.00107139 0.0537784 0.0285114 -0.0124921 0.000457895 0.031245 0.0471708 -0.000433013 -0.0134623 -0.0479906 0.00162172 -0.0193086 0.00136475 0.00153556 0.000304427 -0.0246828 -0.0707918 0.0018778
internal_weight=141.414 133.43 124.213 5.53247 1.66802 3.86445 2.42886 1.65361 9.21653 6.43474 118.681 117.915 116.469 2.78179 1.85024 7.98464 115.323 3.24332 2.92144 112.079 14.7112 4.47275 10.2384 7.03654 4.70635 97.3681 94.0838 5.57325 2.38056 88.5105
internal_count=4034 2508 2367 262 157 105 78 68 141 79 2105 2096 2079 62 50 1526 2061 218 193 1843 184 88 96 66 42 1659 1622 80 55 1542
is_linear=0
shrinkage=0.1


Tree=130
num_leaves=31
num_cat=0
split_feature=15 2 2 5 10 0 17 5 18 5 0 0 10 0 10 7 17 6 13 6 12 0 18 10 13 7 3 0 18 5
split_gain=0.138857 0.32101 0.259414 0.200103 0.155386 1.31316 1.42135 1.39237 0.992989 0.847903 0.783103 1.11946 1.53832 1.79997 1.28205 0.632495 1.92362 0.972372 0.889579 1.40744 0.746937 0.730322 1.56052 1.08148 1.45159 0.838112 0.646671 0.758427 0.58462 0.488805
threshold=46.683480308100009 258.06114663960005 184.38272419390003 25.322158499750007 69.999384342500022 93.399723909900004 200.79056394860001 18.160071980500003 13.927976454650002 19.865285687250005 92.805574663100018 90.407470010750018 66.590419433100024 91.937202686950016 65.687097501250022 24.786990758350004 196.54125635090003 14.935348962050002 109.34496908160001 14.515339148550002 93.660658182900008 94.625660817400004 14.382403557200002 71.015621515800021 107.29098706995002 24.175586727800006 83.538459487450012 96.163458868000006 15.279937110450001 15.904541771600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 5 7 -7 8 -1 15 11 14 -13 -14 -9 16 17 21 19 20 -17 22 -6 -23 -25 -24 27 -22 29 -29
right_child=1 3 -4 -5 9 6 -8 10 -10 -11 -12 12 13 -15 -16 18 -18 -19 -20 -21 26 23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.017155598248696651 0.00077813148498698541 -0.043194775201693944 -0.11112411734475901 0.014982360585689414 -0.15012316937101255 0.099544031626500259 -0.015396190376229186 0.0021156532964613809 -0.13870471004721818 -0.11134658972184686 -0.084051910208792713 0.088311379743293783 -0.07121490029825002 0.063912270466123661 -0.076264541183228493 0.072825279360479944 -0.10963306764974884 0.10250658950464411 0.084511456419846157 -0.10885907762077492 0.11162513224754884 0.071530285598649698 0.05729775708909151 0.00019264245445644991 -0.11901090401839427 -0.094212816661859308 -0.10940785627823948 0.0082916849815119625 0.0079778370856182466 -0.083864896877185388
leaf_weight=1.5444759160745882 0.32290795544395168 0.84395592100918326 0.5779592144608614 1.9742495184837023 1.097513650340262 2.7961222105441257 1.7487251944839952 72.927066292328163 1.189935414586216 0.72705819315888121 1.0332484338578058 3.537874858302529 1.9387761240723196 2.0054765909662819 2.1483375831048752 1.6423362801724675 1.9998965362483421 0.79188474547118026 1.4043263942003239 1.0819115980993945 0.65435599038028769 1.7687059458548891 1.0484414820275558 9.1534747041951032 1.1498970636166621 0.56017621712999233 0.50032270173323823 1.0006810516642901 19.865429205284727 1.3547365154372526
leaf_count=28 26 23 41 46 45 54 14 1449 20 147 14 48 45 24 42 65 109 9 12 45 8 28 41 217 102 19 37 25 1216 35
internal_value=1.46968e-05 -0.0190503 -0.0710137 -0.0024397 0.000533491 0.00292733 0.0553184 0.00016905 -0.0700502 -0.00421592 0.00246605 0.00354887 0.0404349 -0.00250876 -0.000127253 -0.00248787 -0.0173089 -0.00545033 0.00697999 0.00280833 0.00763745 -0.0112352 -0.0581881 -0.000709977 -0.0131109 0.00453654 0.00305743 0.00551725 0.0023926 -0.0447129
internal_weight=140.39 3.71907 0.900867 2.81821 136.671 90.87 4.54485 86.3252 2.73441 45.8011 83.5908 82.5575 7.48213 3.94425 75.0754 45.0741 17.57 15.5701 27.5041 26.0998 25.0179 14.7782 2.70613 12.0721 10.3034 1.60862 23.3755 22.8752 22.2208 2.35542
internal_count=4034 136 67 69 3898 1738 68 1670 48 2160 1622 1608 117 69 1491 2013 570 461 1443 1431 1386 452 105 347 319 60 1321 1284 1276 60
is_linear=0
shrinkage=0.1


Tree=131
num_leaves=31
num_cat=0
split_feature=2 7 4 14 5 6 9 7 17 17 17 9 2 17 15 7 9 4 9 7 18 10 6 3 6 4 17 15 6 7
split_gain=0.122071 0.517672 0.553981 0.447 1.04059 0.385727 0.334143 0.31402 0.676973 0.534171 0.821964 1.54503 0.90191 0.560634 1.2793 1.14989 0.553498 0.763239 0.824606 0.728512 0.607249 0.598419 0.542182 1.04875 0.490172 0.454216 0.453992 0.360945 0.646615 0.358198
threshold=67.858768990950011 24.786990758350004 159.10550013555002 162.62753922915002 20.305669781650003 16.565387047600002 197.55459634620004 23.109894804950002 197.01076493205002 194.73806315685002 191.08747234645003 195.30595290385003 146.27443143485002 188.10488866565001 41.800301886400014 22.814487719050003 195.10791980860003 222.75625367455004 186.68586460755003 22.407814303000006 12.867440043550003 61.907125369850007 16.505385645700006 93.281431752200021 16.625388449550005 168.01744813895002 173.77968723070003 42.841315546000011 16.665389384150004 24.384659815400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -3 8 9 10 13 12 -12 15 22 16 17 18 19 20 26 -18 23 -15 -10 -9 -5 28 -19 -27
right_child=3 6 -4 7 5 -7 -8 25 24 -11 11 -13 -14 14 -16 -17 21 27 -20 -21 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0069623827311147968 0.090030886752679506 0.12132648826310442 -0.070434505392663466 -0.10303258047785374 -0.067521549338369721 0.015341399881404242 0.011610149360470723 -0.057330363185418148 -0.13465093456892813 0.054179160438586019 0.04161276288943494 -0.12755984134970016 -0.062446827014438912 0.071866528304908195 -0.050360382063836286 -0.1244928948751588 -0.019759427440558704 0.01928045333374221 -0.070258033266128603 0.070357113991938239 -0.11107124704210108 0.081468756423445338 0.082385809553458131 -0.02410704766660304 -0.0086800241133984605 0.0093936273102252481 0.022633393505338738 0.083561951457791717 -0.11303541998571556 -0.0033960567443019779
leaf_weight=10.261889150919158 1.836588299658614 0.45452812698203959 1.5878523393184867 0.35370709447307547 0.75457667516820981 2.1985902928572614 0.71302701097738463 1.2396389879286278 0.72044725724299385 1.4125062172097376 1.7649383328098331 1.5777347482726325 1.5772495592900666 2.146693554830561 2.0320547806331888 0.86885579575209781 1.0241148648783576 3.4388912802405689 3.4731335240649059 1.0047941453522069 0.68042845231684612 1.3588505834923124 2.0960285771870986 2.4245602028095163 0.54073263918871817 48.543214616887781 1.5354736018489346 0.69091679298435327 0.41377532087062707 39.894397752889745
leaf_count=167 37 6 23 209 23 63 39 20 32 29 25 29 32 41 42 31 29 225 35 16 131 35 21 25 12 683 36 15 87 1836
internal_value=9.9988e-06 -0.00920791 -0.0154676 0.000965329 0.0309262 -0.00583128 0.0543226 -0.000222499 -0.00887481 -0.00584516 -0.00882402 -0.0459979 -0.00749517 -0.00105534 0.019102 -0.0128694 -0.00592905 -0.0149529 -0.0355568 -0.00183863 -0.0300693 0.0379644 0.0402727 0.0209628 -0.0806407 0.00278158 -0.000894767 0.0170056 0.00506977 0.00362417
internal_weight=138.62 13.0173 11.8497 125.603 4.78976 2.95317 1.16756 120.813 31.1359 29.8747 28.4622 4.91992 3.34219 23.5423 8.69934 14.8429 13.9741 11.5911 7.04754 3.5744 2.56961 2.38297 6.66728 4.57125 1.26118 89.6773 1.88918 4.54358 3.85267 88.4376
internal_count=4034 235 190 3799 123 86 45 3676 1137 1093 1064 86 57 978 129 849 818 754 427 392 376 64 87 66 44 2539 245 327 312 2519
is_linear=0
shrinkage=0.1


Tree=132
num_leaves=31
num_cat=0
split_feature=5 10 18 13 10 7 9 10 5 15 15 6 5 10 19 2 6 5 12 13 9 18 15 18 10 8 8 0 10 18
split_gain=0.12451 0.34762 0.679833 0.34205 0.341938 0.306673 0.499741 0.270156 0.681611 0.225278 0.18367 0.468755 0.260746 0.54793 0.329568 0.388247 0.271929 0.24916 0.239272 0.872999 0.284312 0.686631 0.509382 0.350052 0.644776 1.05731 0.719697 0.623984 0.486238 0.668749
threshold=29.996566321350006 60.613977009100005 11.80968402675 121.87049551135001 61.049507226200006 21.725272673150005 66.346857137250012 57.041016153700006 29.026000224750003 19.388404648600005 46.683480308100009 16.485385178400005 24.628131835750001 61.622148808000013 14.651182102100002 156.81164617195003 16.8053926553 25.322158499750007 333.82192118495004 113.18408729185002 219.96883426190004 14.674589207750001 24.719476717350002 15.912798531700002 75.634392583900009 7.7439566930000003 8.7431769115000026 97.878695155250014 78.10777406390001 16.587089536200001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -2 8 -1 -8 12 17 13 -6 18 -16 -14 -12 20 -20 23 -22 -23 24 -15 -26 -27 -25 29 -29
right_child=3 4 -4 -5 10 -7 9 -9 -10 -11 11 -13 16 14 15 -17 -18 -19 19 -21 21 22 -24 27 25 26 -28 28 -30 -31
leaf_value=-0.1079730577269839 0.045051475839145184 0.096484287171469521 -0.10398544967653429 0.10017124879717394 -0.080082225315564484 0.099876143818197483 0.0618569358648038 0.076719513888234586 0.087291213067959325 -0.10988347367049237 -0.047406258926287678 -0.10869776733645641 -0.039434987894999024 0.00041068595089351843 -0.0053006979446185197 0.064374147929156272 0.080337341862792941 0.016132371133775865 -0.10283641691643784 0.07676597537659284 -0.11650201840019843 -0.084283446941058215 0.015496982208939023 0.081109877375192999 0.0064843574537890624 -0.11307771702460326 0.016166279188459153 -0.11006861995649087 0.02102639141465169 0.018211427910125595
leaf_weight=0.4215611680192517 0.59513314616924506 0.36847772300825354 0.93785129546085944 0.46302937250584353 0.84442854105145571 0.26025952212512482 0.089794902152789291 0.403801579028368 0.31039606771082617 0.51121180588961579 0.95850432811130293 0.53855680712149467 0.25132459263841045 105.12662671156431 1.4809753708541387 1.7386658303439615 0.77129848801632761 1.7330570910999084 0.3444967738523691 1.2623373866081236 0.70773172192275469 0.65896604769659495 2.2882115828688256 1.3770955085637959 2.7945876615121952 1.8865078306698708 0.55837912044080429 0.74746395121837828 6.1126344486160633 0.89061208325438201
leaf_count=84 31 12 185 11 14 9 7 5 12 109 41 36 93 1633 21 22 35 47 232 51 11 117 58 29 251 104 4 43 714 13
internal_value=1.27633e-05 -0.000345455 -0.0409748 0.0253035 0.000285907 0.001501 -0.0199037 0.0110561 -0.0251687 -0.0842242 1.95333e-05 -0.023535 0.000605504 0.000206234 0.000736007 0.032325 0.0509015 -0.00649466 -7.92289e-05 0.0382602 -0.000579478 -0.0280532 -0.00681315 0.000260848 -0.00129569 -0.0355329 -0.0835601 0.0190812 0.00806038 -0.0403235
internal_weight=137.434 135.515 2.07361 1.91943 133.441 1.4564 1.19614 1.13576 0.731957 0.601007 133.072 3.23012 129.842 128.82 127.975 3.21964 1.02262 2.69156 124.756 1.60683 123.149 3.65491 2.94718 119.494 110.366 5.23947 2.44489 9.12781 7.75071 1.63808
internal_count=4034 3867 286 167 3581 156 147 101 96 116 3569 124 3445 3317 3303 43 128 88 3260 283 2977 186 175 2791 1992 359 108 799 770 56
is_linear=0
shrinkage=0.1


Tree=133
num_leaves=31
num_cat=0
split_feature=19 15 8 16 9 8 12 15 9 15 15 17 19 3 15 15 15 15 16 18 0 12 16 9 0 18 18 16 16 18
split_gain=0.126028 0.721979 0.889988 0.385672 0.756495 0.652934 0.583466 0.462133 0.472557 0.38387 0.389062 0.497146 0.451181 0.33462 0.355207 0.329438 1.10549 0.494295 0.976405 0.950214 0.883501 0.851186 1.10504 0.559708 1.16667 0.419347 1.30108 1.24422 1.3416 1.09592
threshold=12.651020723000002 23.735720730600004 8.1436447804000007 15.404963976500001 210.65484416470002 7.8438787148500007 81.514192512750014 21.761438576950002 210.14471305145003 20.123524217100002 21.092276343250003 183.35201426355002 12.751028791950002 82.409307072650009 22.351147806600004 24.719476717350002 26.243701454300005 28.504445985850001 18.684956306450005 14.053554955550002 94.047642319350018 131.28785145870003 19.029955499700005 201.61239113610003 96.682331287150021 14.366548389000002 14.493864790000002 20.404952284350003 19.844953593850004 14.053554955550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 9 6 5 -5 -1 -8 13 -2 -11 -12 -13 14 -9 -3 -17 21 19 -19 -21 23 -23 -18 -25 27 -27 28 29 -20
right_child=1 15 -4 4 -6 -7 7 8 -10 10 11 12 -14 -15 -16 16 17 18 25 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.13981780529925258 -0.10588115309270188 0.033653358795974642 -0.12610525757547761 -0.066764456612719889 -0.065062667030185137 0.056536566598603823 0.014193569279453425 -0.014172803114526976 0.0058379505824457632 0.077579738338730025 0.030190313767135896 0.03880092976831203 -0.098308661625122862 0.0033248371337965769 -0.12077359182558543 -0.08259383089820603 0.021380054041238966 0.031534112310637533 0.074658643555148882 0.018502279696074896 -0.11049220936236473 0.09762479955180324 -0.048461582483353104 -0.11336741835078112 0.041201072030080402 0.064948330508337052 -0.0020849821601652426 0.00061971170193189336 -0.12690214181819653 -0.061907942494558971
leaf_weight=0.29817977163475262 0.41992622916222844 2.8818772837985298 0.96771884307963763 0.4769504837513513 0.72928188764490176 4.3143982118926942 9.2285899512821725 0.45972211671505581 2.2585884181899019 0.49002233246574212 1.0515736101879158 0.32319768957677275 0.93236126408010023 0.58028466295581882 0.97659988862687896 1.6199990701788909 4.4694114426965807 1.0477529674244572 0.94924470625119228 0.69870189204812083 2.2116865709322155 2.3883538356130889 0.66113105183467258 1.0670237560989333 0.90037670545279969 3.976533733890391 10.650882644462397 76.134111702929658 1.6144933998002668 1.5424125362187622
leaf_count=31 81 87 49 199 23 30 1227 12 39 30 62 15 86 17 58 205 50 32 34 20 204 64 29 35 10 55 195 1000 33 22
internal_value=3.90208e-07 -0.00123526 -0.0420217 0.00748225 0.0298207 0.0442627 -0.00145286 0.0016024 -0.0255773 -0.0167288 -0.00334471 -0.0205326 -0.0630148 -0.0607623 -0.086654 0.000277705 -0.00059724 0.000629164 -0.00146383 -0.0501262 -0.0795243 0.0224334 0.0659531 0.00181565 -0.0426295 0.000566501 0.0161383 -0.00227217 -0.055892 -0.00988028
internal_weight=136.321 116.999 4.1848 19.3226 5.52063 4.79135 13.802 13.5038 4.2752 3.21708 2.79715 2.30713 1.25556 2.01661 1.43632 112.814 109.932 108.312 98.8258 3.95814 2.91039 9.4863 3.04948 6.43681 1.9674 94.8677 14.6274 80.2403 4.10615 2.49166
internal_count=4034 2398 323 1636 252 229 1384 1353 126 274 193 163 101 87 70 2075 1988 1783 1595 256 224 188 93 95 45 1339 250 1089 89 56
is_linear=0
shrinkage=0.1


Tree=134
num_leaves=31
num_cat=0
split_feature=10 18 16 16 16 9 18 13 15 14 9 18 19 16 10 0 17 0 5 13 0 10 0 10 2 3 0 16 16 18
split_gain=0.119368 0.335913 0.260788 0.332294 0.329806 0.257887 0.278357 0.221436 0.205087 0.559564 0.674689 0.646094 0.367465 0.255376 0.181997 1.18266 1.13236 1.05619 0.670986 1.3446 1.07553 1.39984 1.46816 1.00002 0.815051 0.555309 1.35618 1.60627 0.911428 0.756119
threshold=81.320481529800006 17.138111898250003 9.719977270450002 9.2849782877000013 12.644970430600003 212.96061447425004 18.563642556900003 98.050756475600011 19.763739472850002 240.28931515145004 205.88909726980003 15.788786379500001 11.550931964450003 12.644970430600003 69.999384342500022 93.399723909900004 197.01076493205002 92.805574663100018 18.160071980500003 111.38282034450002 90.407470010750018 66.590419433100024 91.937202686950016 65.611820673600008 118.06771887965002 84.812788641250009 94.165934477050016 19.199955102150003 18.664956353200004 14.876098287500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 -4 6 7 -6 9 11 13 12 -1 -11 15 17 -17 18 19 -10 23 -22 -23 -20 -25 -16 27 28 29 -27
right_child=2 -3 4 -5 5 -7 -8 -9 14 10 -12 -13 -14 -15 25 16 -18 -19 20 -21 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.023717911344086282 -0.1059278176625434 0.060970383453090651 -0.1045582647516779 0.099461846022415201 -0.10975875017104711 -0.10535583237035498 0.099293724179470369 0.0024016162313182762 0.018144260003757764 -0.10337806698987127 -0.11593219545551768 0.090716952462767508 -0.10652724972931787 0.066100464048133439 -0.00076083205573649953 0.10504123105288637 0.001492609235102732 -0.094509585596939394 0.0010277257441292703 -0.13463919767389887 0.086696296090875133 -0.066995020505970754 0.059568697615326072 -0.10036383718876613 -0.0037650052602605506 -0.092466513023289121 -0.093746769241966288 -0.074443555083143639 0.097783380061710473 0.073579094924267327
leaf_weight=0.8913204559976291 0.10357083989583715 0.90957300987974932 0.51764444898526596 0.32896647377492627 0.21265307567045955 0.26077743928180996 0.24741724321938807 1.0218850434757767 1.2439134207088494 0.10771725289760048 0.54840913985390216 1.5219230380607767 0.28616363289256697 0.50922935034759576 29.648626417487321 2.1160366702824822 2.1082718968391418 1.1868759598582972 72.696815736955614 1.0728184301406143 3.3088785428553811 1.8131304010748865 1.8535028006881473 1.8086199881217901 1.689275321557943 0.63190139219659547 2.3575194674440354 1.7499630201491525 1.570264001493342 0.48452478263425292
leaf_count=40 403 65 345 29 140 33 18 5 25 130 13 23 72 74 620 18 26 14 1449 18 47 40 17 24 20 68 188 25 18 27
internal_value=-1.56263e-05 0.000409208 -0.0208582 0.0502814 -0.0344712 -0.0136532 0.00248362 -0.0169184 -1.06271e-05 0.0226836 -0.0352284 0.0476846 -0.00793553 0.03651 -0.00069939 0.00169435 0.0533621 -0.000823835 0.000476871 -0.0526058 0.0019555 0.0395394 -0.00301638 -0.00148524 -0.0537123 -0.00667002 -0.0324567 0.000111217 0.0486721 -0.0204033
internal_weight=134.808 132.115 2.69291 0.432537 2.26038 1.74273 1.48196 1.23454 131.206 3.86476 1.16536 2.69941 1.17748 0.616947 127.341 90.8981 4.22431 86.6738 85.487 2.31673 83.1702 6.97551 3.66663 76.1947 3.4979 36.4428 6.79417 4.43665 2.68669 1.11643
internal_count=4034 3061 973 432 541 196 163 145 2996 352 217 135 112 204 2644 1698 44 1654 1640 43 1597 104 57 1493 44 946 326 138 113 95
is_linear=0
shrinkage=0.1


Tree=135
num_leaves=31
num_cat=0
split_feature=15 13 3 15 5 5 2 10 7 18 5 10 5 15 19 12 13 12 4 2 5 16 18 17 17 9 6 0 0 18
split_gain=0.10989 0.302113 0.15478 0.14122 0.137895 0.112277 0.413517 0.320394 0.603298 0.329954 0.299374 0.244185 0.419343 0.223688 0.73647 0.32441 0.805251 0.273534 0.768975 0.712025 0.658031 1.14285 1.31299 0.802958 0.554418 0.548394 0.517106 0.642639 0.493306 0.464184
threshold=46.683480308100009 117.56896250265002 92.864720741950009 46.327654127900004 25.322158499750007 30.284449345300001 336.30232460240001 60.613977009100005 19.623463571950001 11.862896247150001 24.628131835750001 57.041016153700006 29.026000224750003 45.169600924000008 14.451165964200003 335.9827356823501 113.18408729185002 248.60872946435003 292.37128869975004 199.66651340635002 23.195398057700004 22.654947022900004 14.118140587000001 205.83789591070004 199.20888372035003 192.98754432855 13.65531905435 86.20003303655001 90.297243227400017 17.788349580800006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -7 8 9 11 13 12 -1 15 -15 17 -17 18 19 -9 21 22 -19 24 -24 -20 29 -28 -25 -27
right_child=1 4 -4 -5 -6 6 -8 10 -10 -11 -12 -13 -14 14 -16 16 -18 20 25 -21 -22 -23 23 28 -26 26 27 -29 -30 -31
leaf_value=-0.10307838371111921 -0.0038849487945110707 -0.035800005181282062 -0.10477693907317519 0.035742154389941716 0.01228742433214145 0.049703882938576915 -0.10176175456087988 0.00017329066098120758 -0.1063216603785568 -0.10259497471126724 0.05437363976734641 0.10442892412814729 0.073474984167621368 -0.057830066941954673 0.033010510947575476 -0.10207923874060941 0.10087418986919633 -0.14676124023766132 -0.078407404285328788 -0.06646199379713584 0.041836524935106784 0.10323609975410407 -0.065580466388634823 -0.13282829420525874 0.096462188142984143 -0.1041413078626796 -0.02174140119971835 0.064344924483000485 -0.014636924653999475 0.045008434485587688
leaf_weight=0.24323231434755033 0.21632377058267538 0.8610810231912186 0.51180397495772922 1.1251110883895297 1.9394872307020703 1.2449363386986068 0.2107606260178726 105.12163347407113 0.80919648247254361 0.21654604909417685 1.0215546120507486 0.32205715775489807 0.30102105216064956 2.3848923632176589 1.4261753221799152 0.25327284447621312 0.85698809940367937 1.1837704104400466 0.41939701704268273 1.6284062650374824 1.2478851824998853 0.48446275293827046 0.29812319042139301 0.63265757012413792 0.72370039591169188 0.44551144633442152 1.0477264355868099 5.0315954418620095 0.79928669010587328 0.39249474230382475
leaf_count=72 5 34 58 26 39 105 42 2219 137 61 130 4 20 41 16 222 44 28 153 20 11 6 167 31 46 44 10 88 94 61
internal_value=-5.41519e-06 -0.0174175 -0.0748023 0.00046768 -0.00249785 0.000159419 0.0277742 -0.000156381 -0.0409999 0.00781366 0.000459874 0.0354118 -0.0054285 1.7064e-05 -0.0238358 0.000771041 0.0545764 0.00027096 0.00130912 -0.00084319 -0.0217855 -0.0410463 -0.0602624 -0.0185328 0.0491853 0.0326255 0.0393574 0.0495086 -0.0668559 -0.0342844
internal_weight=133.401 3.5287 0.728128 129.872 2.80057 128.747 1.4557 127.292 1.89205 1.08286 125.4 0.866311 0.544253 124.378 3.81107 120.567 1.11026 119.457 114.087 106.75 5.36989 4.122 3.63754 2.45377 1.02182 7.33673 6.91733 6.07932 1.43194 0.838006
internal_count=4034 136 63 3898 73 3872 147 3725 294 157 3431 96 92 3301 57 3244 266 2978 2595 2239 383 372 366 338 213 356 203 98 125 105
is_linear=0
shrinkage=0.1


Tree=136
num_leaves=31
num_cat=0
split_feature=9 9 12 17 18 19 17 15 17 18 10 5 8 17 9 9 9 2 17 7 17 9 0 17 4 17 6 17 12 15
split_gain=0.107111 0.360766 0.293037 0.338838 0.412531 0.534519 0.287179 0.28427 0.265974 0.2218 0.384912 0.644164 0.25509 0.233633 0.688518 0.50794 0.400526 0.393535 0.358219 0.518081 0.450078 0.352159 0.53764 0.380196 0.708875 0.645532 0.541586 0.404108 0.396033 1.03337
threshold=219.96883426190004 223.29399794390005 169.43370145865001 192.28474763930004 14.266702464150002 13.451085274650001 217.18274420675002 35.098844929350008 210.48525482865003 16.587089536200001 76.279622535200005 13.629286330650002 7.7439566930000003 208.33805927010005 209.03603029655002 206.57490536735003 201.7576686733 241.85323870325001 205.32027903760002 25.056419190500005 206.50651863080003 215.54845996915003 95.050437202000012 200.79056394860001 178.59129095495004 201.71342726775001 16.235379337050002 200.26331585350002 255.84286977610003 36.207782793200003
decision_type=2 2 2 2 2 2 2 2 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 -6 -7 8 -2 13 -11 12 -12 18 15 16 -15 -16 21 -20 -21 23 -23 27 -25 26 -26 -1 29 -27
right_child=1 2 3 4 5 6 -8 -9 -10 10 11 -13 -14 14 17 -17 -18 -19 19 20 -22 22 -24 24 25 28 -28 -29 -30 -31
leaf_value=0.00017540289473021514 -0.11098854983032774 -0.10512744916823934 0.084937297585838623 -0.11639956949011268 -0.096319686143221339 0.099095422038517206 -0.0002737748151822313 -0.0020755859313420634 -0.020927329476940724 -0.059236861619726279 0.014675440429159923 0.08297688402251259 -0.082216368745419169 -0.088322200839228371 -0.1217442690777028 0.077328380542291089 0.0035944571317642637 -0.011698912608358696 0.0556668107758337 0.036251344910911414 -0.11106029371871483 0.079556102355350378 -0.0063514673166110676 -0.10035136697970359 -0.11608879963568025 0.01017613230750147 -0.0091698743584799798 0.055828479225583177 0.044749042486468465 -0.079536006298723524
leaf_weight=99.714038755730144 0.77604943486949129 0.19915699098783113 0.61607402202207628 0.26435265399049956 0.31506858201100829 0.5947768948972223 0.56913551309844479 0.97834857820998866 0.56786563413334079 0.46506513596977983 1.0882619617232197 1.5658796404622988 0.36213673780730449 0.61524884839127469 0.87750178063288309 0.71566130430437613 2.0659562600776553 0.51609467179514468 2.5092734490172002 0.4260161697748116 0.4041688410579809 1.3753733763296616 1.5489219222217796 0.95985927182482456 0.96985559207678196 5.8603561005838838 0.92619028128683567 1.3220221450319503 1.6412577529699772 1.6442014423664657
leaf_count=2483 34 18 19 8 101 7 33 23 25 10 610 46 38 60 38 16 25 27 60 9 35 39 23 25 29 76 11 45 34 27
internal_value=-6.2865e-06 -0.0145447 0.0113567 0.0211891 -0.00133881 0.0192271 0.0505054 -0.0430817 -0.0729336 0.00054994 0.0254442 0.0385007 -0.00951659 -0.000148457 -0.021802 0.00248075 -0.0174974 -0.0809908 0.000721026 0.0330113 -0.0354661 -0.000208864 0.0340531 -0.00109522 -0.0179223 -0.0107568 -0.0638605 0.000903604 0.000252274 -0.00947923
internal_weight=132.454 4.88083 2.55856 2.35941 1.74333 1.47898 1.16391 2.32226 1.34392 127.573 3.48134 3.01628 1.4504 124.092 4.79046 3.39687 2.68121 1.3936 119.302 3.33946 0.830185 115.962 2.9243 113.038 12.0017 11.0419 1.89605 101.036 9.14582 7.50456
internal_count=4034 268 186 168 149 141 40 82 59 3766 704 694 648 3062 166 101 85 65 2896 104 44 2792 62 2730 202 177 40 2528 137 103
is_linear=0
shrinkage=0.1


Tree=137
num_leaves=31
num_cat=0
split_feature=15 13 7 6 13 5 8 7 9 9 9 9 18 5 6 19 9 0 0 15 16 19 2 15 7 15 3 18 18 14
split_gain=0.109514 0.259055 0.163119 0.139108 0.218598 0.125474 0.119491 0.332113 0.162381 0.234532 0.196442 0.268208 0.362066 0.337718 0.261034 0.344541 0.216509 0.373214 0.650374 0.464301 0.354147 0.333866 0.580883 0.802534 0.321874 0.340808 0.326955 0.292912 0.77755 0.273612
threshold=46.683480308100009 117.56896250265002 24.142338514450003 5.3251244207000008 99.604685275000008 25.322158499750007 2.3481675133500004 21.844899366700002 63.789425898000005 54.542104986550008 66.346857137250012 179.18874144770004 12.348791801350002 29.205174763300004 16.545386580300001 14.051133688400002 186.68586460755003 85.732241321850012 85.624702996650015 35.098844929350008 22.714946882600003 14.451165964200003 121.36426933400001 35.965617804200001 20.752538901500003 43.401366108000012 94.421337999450017 12.794482498400003 12.909082926650003 143.06733454090002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -3 7 -5 9 -8 -10 12 13 -12 15 -14 21 18 19 -18 27 22 23 -13 -21 26 -26 -19 -29 -30
right_child=1 5 -4 6 -6 -7 8 -9 10 -11 11 16 14 -15 -16 -17 17 20 -20 24 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.1094239451588228 -0.10510698508749106 -0.035987324121788337 0.0028111874631398313 -0.033271706668264928 0.046608694169432037 0.010143258660837429 0.01678351304498708 0.091498078533042537 0.048806037298072778 -0.10672862721251741 0.052015375355819009 0.018403712946623574 -0.10403767563481377 -0.069772887090621405 -0.11181294337057729 0.037303793844962602 -0.10581999914971617 0.064871316315747579 -0.10904138572459983 0.079285116387529733 0.058233512907332897 0.039259489545002711 0.043441816718209743 -0.063243456570382897 0.0062850137666838196 0.046633795431522268 -0.077209547518088673 -0.077518624049178933 0.055172691326344891 0.0002990337848128629
leaf_weight=0.27224164175595333 0.47448399609129355 0.85240213124780018 0.19871847797185183 0.37560691172984562 0.13397219563830731 1.9126573977264341 0.28159924774808942 0.49381400009951903 0.84132675809996627 0.33859326521633193 0.69095077364181567 2.738252720620947 0.30536664923329204 0.33959822405449813 0.6602141241364734 0.39627165056299418 0.44592008298786767 0.69698372669517894 0.82340008579194535 0.47264074371196363 1.064067187719046 3.6186311086639762 2.3011777459905716 2.1484347730875015 0.99526553601026557 0.75060045352438454 0.88696316196001135 1.2838633339852084 0.91668887808918853 103.89968993199
leaf_count=593 56 34 7 29 79 39 33 54 44 76 133 27 180 109 185 8 51 9 37 6 18 61 47 19 15 42 55 14 10 1964
internal_value=-9.33013e-06 -0.0176217 -0.0732513 0.000463128 -0.0579633 -0.0040777 0.000648887 0.0375951 0.000395753 -0.0506478 0.000646448 0.000323428 -0.0328383 0.0118823 -0.0666795 -0.0242108 0.000968214 -0.000333413 -0.0289664 -0.0104008 0.000827925 0.0144869 0.00201547 -0.0174925 0.00330061 -0.01034 -0.0330602 0.000255968 -0.000168497 0.00077894
internal_weight=131.61 3.43826 0.673202 128.172 0.406214 2.76506 127.766 0.869421 126.897 0.620193 126.276 125.435 2.3924 1.03055 1.36185 0.701638 123.043 112.236 4.37479 3.55139 107.861 10.8065 7.18787 4.88669 3.10547 2.63283 1.88223 106.797 106.1 104.816
internal_count=4034 136 63 3898 672 73 3226 83 3143 109 3034 2990 615 242 373 188 2375 2221 206 169 2015 154 93 46 118 112 70 1997 1988 1974
is_linear=0
shrinkage=0.1


Tree=138
num_leaves=31
num_cat=0
split_feature=9 9 2 19 12 6 0 6 5 9 7 7 13 17 17 2 4 6 16 4 3 13 15 8 8 3 7 18 8 18
split_gain=0.110052 0.311727 0.316175 0.670801 0.329906 0.337078 0.287462 0.655674 0.288286 0.472653 0.280886 0.421855 0.301591 0.647083 0.332026 0.289486 0.274921 0.260147 0.252807 0.24097 0.23866 0.230349 0.227262 0.222916 0.368236 0.498008 0.295656 0.415027 0.27265 0.308372
threshold=181.33671263215004 186.68586460755003 121.36426933400001 14.451165964200003 173.20477533325001 16.445384243750002 85.732241321850012 16.555386813950005 29.996566321350006 206.08934059370003 20.861906850000004 22.181995028450004 117.60660091645001 190.25644477395002 195.53954078470002 56.478612905150008 377.6847677435 17.475408310100004 22.714946882600003 162.53166217615004 94.421337999450017 101.66942111915002 22.516911658450002 9.3427090425500019 8.8430989333000021 91.017750006350013 22.356277907050004 12.909082926650003 8.7431769115000026 13.754580103150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 -2 -4 -6 7 -3 9 20 16 15 13 22 -15 -12 17 21 23 -5 -9 -1 -13 24 26 -26 -8 -28 -29 -30
right_child=1 6 4 19 5 -7 18 8 -10 -11 11 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.10257105687160216 -0.012548189732589466 -0.10629460017859063 0.10318273442629021 0.025898637621190101 0.078545332507088006 -0.012788855894970391 0.066113101560554929 0.023857606144064576 0.048292232656905638 -0.10450975817064255 0.033373939067697658 0.041131344797339819 0.045358718247844661 0.04475700761004768 -0.10268364016795935 -0.093369048555449669 -0.10150186111930509 -0.10148008419317844 0.048781326367864905 0.10438311056065386 -0.038297902112578969 0.036243997946234403 -0.10909793316406849 0.036755299636628831 0.0060778088966860341 -0.077214106727197168 -0.061399957959091693 -0.00066870065129607441 -0.0040338427492829431 0.045559956656112871
leaf_weight=0.12601402852124044 4.5440774087328446 0.81856320002770999 0.77879789136932265 0.82079690787941195 0.68160134429672303 0.992415921529755 0.6776958554983129 1.4433058777940471 0.74171167239546765 0.55719482580025204 0.21313724666833866 0.11532508571053846 0.80616233497858036 0.99921222209377425 0.18029354827285715 1.1665136468891431 0.19703088346795983 0.16265620019112237 1.0666829212568689 0.74742311984300613 1.080032813013531 2.3267396724622813 0.79389510398232233 1.6136011260095973 1.4203077334677794 1.4514078686479477 1.0947278682142485 98.203227188911114 2.2889120168983927 2.7723790211603045
leaf_count=47 39 112 12 32 34 16 8 19 16 77 3 272 5 113 316 198 51 160 19 8 38 293 68 26 32 23 12 1941 13 31
internal_value=-1.51859e-05 0.00067862 0.0190843 0.00691326 0.0494139 0.0243992 -0.000689488 -0.0250714 -0.00767678 -0.0211527 -0.0121345 -0.028283 -0.00659569 -0.026648 0.0222199 -0.073789 0.012409 0.0209904 0.000333685 0.0633048 -0.00274603 0.0291122 -0.0900429 -0.000138166 -0.000689849 -0.0360192 0.000276056 -0.000151481 0.000497826 0.0231317
internal_weight=130.882 123.795 8.56511 6.1123 2.45282 1.67402 115.23 4.64081 3.82225 3.08053 7.08698 4.27454 2.89489 2.08873 1.17951 1.37965 2.81244 2.61541 110.589 1.56822 2.52334 2.45275 0.90922 109.522 107.909 2.87172 105.037 104.359 103.265 5.06129
internal_count=4034 2508 141 79 62 50 2367 262 150 134 1526 975 774 769 429 201 551 500 2105 40 57 340 340 2086 2060 55 2005 1997 1985 44
is_linear=0
shrinkage=0.1


Tree=139
num_leaves=31
num_cat=0
split_feature=13 18 18 19 16 9 4 6 8 6 3 3 5 8 7 6 9 17 10 17 4 9 7 2 15 19 3 15 15 9
split_gain=0.111756 0.302829 0.225219 0.204565 0.528615 0.162964 0.319404 0.403277 0.172344 0.371158 0.645531 0.617736 0.247744 0.19699 0.388954 0.301564 0.301345 0.755012 1.28154 0.74233 0.520892 0.47586 0.473845 0.430598 0.310199 0.683845 0.277862 0.508352 0.770786 1.2089
threshold=95.986020631400024 19.424700258350004 17.138111898250003 12.150980378200002 17.684958644900004 219.21617201485003 191.03149642590003 13.65531905435 9.5425530862500008 17.755414852450006 93.72771580185001 95.913432261900013 23.626838821450004 8.7431769115000026 24.268610899850003 16.475384944750001 207.04102956050002 196.31479727660005 80.468240302450013 203.92158861145001 215.69522860320004 212.35746315350005 24.412498046750006 258.06114663960005 29.037712645600003 12.651020723000002 93.281431752200021 34.139075990150012 38.884669609800007 187.94830913940004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -5 8 -7 -8 9 13 -11 -12 -10 16 15 -15 26 18 24 20 -19 22 -22 -21 25 -18 -2 -28 29 -29
right_child=2 -3 3 4 -6 6 7 -9 12 10 11 -13 -14 14 -16 -17 17 19 -20 23 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.088959557500896624 0.0050747876488078632 0.068268391363424261 0.080698702053596555 -0.072432294618721624 0.1018069237383975 -0.082704940032658755 -0.088444035631504131 0.0053977508660589431 0.10178801778449686 -0.12804450650286067 0.066910507674554906 -0.10235571139159749 0.0034154538651766358 -0.016570552204700394 0.059988434065983226 0.028478834381879932 -0.11297522352487017 0.062215192540770826 0.031599832357909023 -0.05232346643705521 0.020275758441228857 0.023884105418910766 -0.084487738168586152 0.040066163297701109 -0.12852859665856919 0.01035893361343968 0.02760909999772905 -0.0072875047832816342 -0.0015712828314576337 -0.097429094269025962
leaf_weight=0.42164769620512643 69.796496216700689 0.17266415977837823 0.65824891673400887 0.40073379036039114 0.30790432076901197 0.66942799987736989 0.53277219596202519 3.2604381581768394 0.40681565809063502 0.61559868929907569 0.58137391903437674 0.34269882844819222 0.69061141076963395 3.1689587927830862 1.6064544469118116 2.7978800626442535 1.070713467895984 2.0125975850969535 1.3496909762907305 2.9759898479096596 0.75165667757391919 3.4643063015537336 1.0143576666887382 0.60742272599600244 1.0870008863275868 0.77493943879380811 3.7642620855695013 3.8499173903837827 18.529046969146293 2.4248469667509198
leaf_count=727 1298 260 18 49 17 18 39 90 11 12 22 161 45 40 18 34 26 26 11 88 6 28 50 39 52 21 465 49 288 26
internal_value=-1.56293e-05 -0.0432805 0.000182905 0.0405597 0.00327491 -0.000247779 -0.0190216 -0.00778272 0.0004296 7.64101e-05 -0.0487125 0.00413695 0.0398821 0.000696988 0.0163123 0.00455333 -0.000345188 -0.0134941 -0.0490379 0.000565161 0.0189835 0.00234813 -0.039898 -0.0366625 -0.0861497 -0.0611906 0.00167447 -0.00663305 -0.0118297 -0.0421222
internal_weight=130.107 0.594312 129.513 1.36689 0.708638 128.146 4.46264 3.79321 123.684 122.586 1.53967 0.924073 1.09743 121.047 7.57329 5.96684 113.473 15.1087 4.28234 10.8263 7.24292 5.23032 1.76601 3.58341 2.93265 1.84565 98.3646 28.5681 24.8038 6.27476
internal_count=4034 987 3047 84 66 2963 147 129 2816 2760 195 183 56 2565 92 74 2473 347 110 237 110 84 56 127 99 47 2126 828 363 75
is_linear=0
shrinkage=0.1


Tree=140
num_leaves=31
num_cat=0
split_feature=2 7 4 14 5 8 8 6 7 6 7 17 9 10 17 17 17 16 18 17 0 15 16 9 17 0 5 7 8 16
split_gain=0.113094 0.426229 0.465012 0.348912 0.675281 0.340737 0.319944 0.531897 0.319648 0.300995 0.267973 0.503635 2.1174 0.724163 0.606767 1.07486 0.518826 0.486297 0.469773 0.919831 1.08279 0.813582 0.733072 0.624867 0.529786 0.433263 0.40083 0.378439 0.716188 0.837703
threshold=67.858768990950011 24.786990758350004 159.10550013555002 163.71362709910002 20.305669781650003 8.4434108459500017 8.9430209551500024 18.080422446150003 21.725272673150005 16.565387047600002 23.109894804950002 191.08747234645003 195.30595290385003 62.165217350350012 183.49170501290004 181.44667750215004 192.77618096940003 22.694946929300002 13.043896815850003 188.10488866565001 86.692020874450009 41.800301886400014 22.604947139800004 185.90443620030001 187.51563899930002 87.350693116400024 23.626838821450004 23.445318439400001 8.2435668022500028 22.574947209950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 10 -8 -9 -6 11 14 13 16 15 25 -13 27 22 20 -20 23 -16 -21 -24 26 -5 28 -12 -30
right_child=3 -3 -4 6 9 -7 7 8 -10 -11 17 12 -14 -15 18 -17 -18 -19 19 21 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0068156518150670996 0.027040122609503992 0.05203512105469265 -0.066491924689074569 0.087224517004344762 -0.062878815671636223 0.10523977824671837 -0.076598259442265171 -0.051817553725609936 0.04677984043370282 0.013073562291667154 -0.054388825988750333 -0.067670013187465836 -0.12344587134601362 0.067862420679527399 0.093287500483170943 -0.11477091562069415 0.010822735424676079 0.071328494553050931 -0.12813422752972051 -0.023422915551522337 0.0083257743674428394 -0.041893382131767437 -0.01530715671670695 0.053109312098756613 0.057566872204158064 -0.11901032393654556 -0.0088551209372846103 -0.00064785215909527664 0.055514262017439253 0.0044806270447430721
leaf_weight=9.5231215168460022 1.0723824427695938 1.0377473943226494 1.5132385651813809 0.52022869342727762 0.70281403336048276 1.1598354652523992 1.420525284513132 0.52331838550162479 0.88462884849286638 2.0254636487225071 1.2871428038724833 1.3963487418259313 1.8309837760971275 1.2660259152071374 1.454326780316477 1.1717010336687961 2.1215313992870506 1.042485058074816 1.1476025533920604 1.4504802524388649 1.1787280190728777 1.9816451272527045 2.7441919491830049 4.0335413571447134 1.5673888848396016 0.29860588678457123 2.6259707301906019 66.406544804705845 5.1473654489964238 8.5743217800045368
leaf_count=167 30 45 23 74 24 12 53 29 39 65 55 24 34 54 23 35 32 43 38 35 49 36 38 39 18 115 421 2220 105 59
internal_value=-2.2206e-05 -0.00923672 -0.0149981 0.000928415 0.0268816 0.0676718 -0.00022028 -0.0334258 0.0101323 -0.00649204 0.000639431 -0.00804969 -0.0319948 0.00300704 -0.000198449 -0.0320353 -0.0203333 0.00346239 0.00924851 -0.00408569 -0.0589913 0.0130231 0.0318934 0.0328671 0.0111847 -0.00389391 0.00703179 0.0025934 0.0169343 0.0236247
internal_weight=129.11 12.0741 11.0364 117.036 4.9605 2.23222 112.076 2.82847 1.40795 2.72828 109.247 26.7893 6.61489 4.78391 20.1744 4.61651 3.51788 82.4579 15.5579 9.792 2.32633 7.46567 5.76591 5.48402 4.31158 3.44481 3.1462 81.4154 15.0088 13.7217
internal_count=4034 235 190 3799 131 42 3668 121 68 89 3547 1065 144 110 921 645 56 2482 276 197 87 110 79 74 56 610 495 2439 219 164
is_linear=0
shrinkage=0.1


Tree=141
num_leaves=31
num_cat=0
split_feature=10 18 15 18 2 6 8 19 16 19 10 9 8 8 5 16 19 15 15 0 15 15 15 16 18 0 16 6 17 13
split_gain=0.109216 0.32961 0.197473 0.375448 0.536158 0.959565 0.293285 0.191755 0.17816 0.463662 0.589461 0.58013 0.482066 0.454557 0.547009 0.378779 0.739134 0.367798 0.457659 0.351269 0.29539 0.272251 0.885898 0.739683 0.766687 0.821605 0.450697 0.450468 1.03551 0.869999
threshold=81.479100559500012 17.323446153950005 19.763739472850002 15.788786379500001 138.63208387490002 12.625294988000002 7.7439566930000003 11.850956171350001 15.404963976500001 12.651020723000002 72.752365468100024 210.65484416470002 7.8438787148500007 8.1436447804000007 17.719454526200003 15.524963695900002 13.351077205700003 24.545953118950006 22.351147806600004 97.39208423365001 25.259838189750003 28.504445985850001 28.343014915050002 18.684956306450005 14.053554955550002 94.047642319350018 18.754956142750004 14.865347326450001 201.96256717700001 111.38282034450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 17 11 21 12 -10 15 -15 -12 -17 18 -4 -20 -19 22 27 24 -23 -26 -25 -11 29 -29
right_child=1 -3 8 4 5 -7 -8 -9 9 10 13 -13 -14 14 -16 16 -18 20 19 -21 -22 23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.014785435287283681 -0.10613314396880201 0.0046420004460456278 -0.010822675884203362 0.088406059811150503 0.091341811759636571 -0.11287558080910405 -0.1074918282098347 -0.10195261757815376 -0.062330258953949697 -0.012819915465851886 0.035745257196066242 -0.058609573338027569 0.052626982170198566 -0.1170367097175361 -0.0099954240501930053 -0.11285861662973214 0.015678969990205432 0.058585022000906886 -0.026762084848149448 -0.11981007894007692 -0.012390623581569204 0.027607035230607854 0.09532155687858053 0.0553333503435018 0.016317801728725361 -0.1153741817265487 -0.00019138217246190145 0.088054606737512697 -0.11296587795434815 -0.013069013080650808
leaf_weight=1.6383480988197328 0.38703848114800965 0.87780861941018884 4.1990639823416114 1.3793193455785515 0.46298474015111413 0.45739018997119274 0.26749959745211516 0.15392915926622652 0.40014172269093151 5.6090238515898783 1.1256371438503259 0.64923130581155408 4.1280421921983361 1.1351853484520686 0.82391278271097679 0.76710061877020042 1.0733107617415951 1.0343671813607218 0.81028671958301834 0.81259531861360301 1.3538936443510463 0.9646437363699073 1.2393230509769644 1.4864786753896613 0.6592424116097394 1.683650144288549 88.343368357993313 2.1952377772686309 0.44442625244846556 1.3891397337574742
leaf_count=185 371 589 104 23 32 13 17 102 190 102 7 23 30 65 14 131 64 4 17 25 40 32 15 21 20 171 1313 36 13 265
internal_value=-1.55266e-05 -0.0292548 0.0002764 0.0211902 0.0489638 -0.0101462 -0.00981845 0.00475942 -0.000468921 0.000554715 -0.000834883 0.0297937 0.0424686 -0.0346392 -0.0720197 -0.00994903 -0.0378967 -0.0146969 -0.028253 -0.0733523 0.0183493 0.00076577 0.0157365 -0.000982601 -0.0474255 -0.0783187 0.000727425 0.00550268 0.031012 0.0488637
internal_weight=127.952 1.26485 126.687 4.35947 2.29969 0.920375 2.05978 1.79228 122.327 114.117 108.94 5.17742 4.52818 4.92515 1.9591 2.96605 1.84041 8.21021 5.82195 1.62288 2.38826 104.015 10.8772 93.1374 3.30754 2.34289 89.8298 9.63783 4.0288 3.58438
internal_count=4034 960 3074 372 68 45 304 287 2702 2512 2269 243 220 281 79 202 195 190 146 42 44 1988 431 1557 223 191 1334 416 314 301
is_linear=0
shrinkage=0.1


Tree=142
num_leaves=31
num_cat=0
split_feature=12 9 3 16 4 5 14 8 14 3 8 9 6 12 12 12 17 16 8 18 4 2 2 4 2 9 6 15 15 15
split_gain=0.109301 0.275888 0.39277 0.290016 0.232189 0.221292 0.211364 1.5422 0.617722 0.288736 0.266841 0.483855 0.345557 0.25103 0.257222 0.748405 0.464962 0.709887 0.456539 0.798038 0.39998 0.40191 0.390117 0.678419 0.330401 1.14333 0.583026 0.338225 1.4862 1.15259
threshold=90.84682862195001 201.14010537530001 82.69159517635002 21.094950670800003 158.55438663830003 17.915797078650005 161.40546423680004 8.4434108459500017 163.71362709910002 93.579850604650019 8.9430209551500024 215.54845996915003 18.080422446150003 94.328280857900012 114.64361763410001 111.24045038365001 184.67080164680002 17.974957966700003 8.7431769115000026 13.754580103150001 169.14490639835003 83.586740321150003 93.57193670880001 180.46793256865001 103.92649527695001 203.06170522940002 16.445384243750002 28.626568391100005 27.980927088250002 29.468013272800004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4 7 9 -8 -6 13 -12 -13 -10 15 16 17 -15 22 -20 -18 -22 -16 -24 25 26 -25 28 -26 -29
right_child=4 -3 3 -5 6 -7 8 -9 10 -11 11 12 -14 14 18 -17 20 -19 19 -21 21 -23 23 24 27 -27 -28 29 -30 -31
leaf_value=-0.071236751047928731 0.034766432426200165 0.011872105307441781 -0.012157673558985668 -0.0480911766321728 -0.17415099450588434 0.03541861021430525 0.056378810927735085 0.068328154780065431 0.053594984190959684 -0.069871347670305603 -0.092552205202144258 -0.049391092680385114 0.037032458840379347 -0.00093062494998603885 0.047653808633229912 -0.080253392344117325 -0.062208334119951018 0.10247872325087203 0.0034704750484232522 0.091344710016523362 0.0056872818418536725 -0.053841490252942784 -0.12027161414225873 0.066309367081685028 -0.00024253711253905124 -0.06434098257523814 0.0047689815200329085 -0.093125406225665452 0.094024213957488792 -0.0028685466347076116
leaf_weight=1.2750102836434942 1.9900229265913356 3.9923004678930738 3.2536289378767833 1.5268381165806202 0.42088114470243387 1.3976039649987795 1.9707617214007758 0.87157626205589611 0.88912289208383199 0.71932768996339291 0.86965003717341405 0.84796856541652221 1.0181652119208591 2.4524778577069806 1.7195714243571263 1.4618949159921601 1.5829523876309375 0.91023726001731109 3.1175654683320309 1.545964556164108 5.5322822909802198 1.4266310003440592 0.46995176188647647 3.3698042469004568 13.174685618931106 1.3186018307533229 2.8342560254968703 1.448175753608665 1.9156694005941961 61.506182223465657
leaf_count=38 36 120 33 34 5 39 20 12 22 47 52 30 39 158 25 58 20 13 40 30 67 47 4 101 1807 81 24 47 35 950
internal_value=-2.02493e-05 -0.00934118 -0.0207042 -0.0102755 0.000904327 0.00213806 0.000310061 -0.0318146 0.000890294 -0.108364 -0.000109183 -0.0309472 -0.00223828 0.000681681 0.000236952 -0.0127293 -0.00443724 0.0270608 0.00211222 0.0326009 -0.0168372 -0.00651658 0.000492006 -0.000450586 0.000207493 0.0202224 0.0381953 -0.00172172 0.0117243 -0.00494478
internal_weight=126.83 11.4454 7.45308 6.17807 115.384 4.65123 113.394 2.01179 111.383 1.14021 109.412 2.73578 1.86613 106.676 105.787 13.3665 11.9046 3.36272 92.4204 4.66353 8.54187 6.95891 87.7569 86.0373 85.5674 7.52266 6.20406 78.0447 15.0904 62.9544
internal_count=4034 264 144 106 3770 72 3734 64 3670 52 3650 121 69 3529 3507 363 305 171 3144 70 134 114 3074 3049 3045 206 125 2839 1842 997
is_linear=0
shrinkage=0.1


Tree=143
num_leaves=31
num_cat=0
split_feature=19 4 18 16 8 7 15 10 9 0 15 13 19 16 8 16 15 17 7 4 0 6 4 10 19 5 9 5 6 5
split_gain=0.110937 0.218084 0.273822 0.138327 0.522104 0.474239 0.215214 1.38571 0.677945 0.510952 0.509513 0.343454 0.197538 0.321468 0.5104 0.410621 0.190548 0.515456 0.668515 0.653852 0.651579 0.452983 0.558309 0.874988 0.758287 0.547089 0.513308 1.33091 0.387218 0.372148
threshold=14.651182102100002 264.30477453730003 13.455547561900003 22.764946765650006 8.543332867800002 20.873561687950005 45.169600924000008 61.966271448700006 201.61239113610003 85.861287312150012 49.946010968500012 117.61735474900001 14.551174033150001 22.534947303500005 8.4434108459500017 22.624947093000003 41.492094664050008 192.77618096940003 22.695144739300002 284.07887079910006 87.170566421650008 16.465384711100004 262.75803037610007 61.950140699950005 14.451165964200003 22.127107789600004 198.49982034990003 20.911722254300006 16.235379337050002 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 6 -5 -6 12 -8 9 11 -10 -9 16 -14 15 -15 21 18 -18 -19 -21 29 24 -24 25 26 27 -23 -22 -1
right_child=1 -3 -4 4 5 -7 7 8 10 -11 -12 -13 13 14 -16 -17 17 19 -20 20 28 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00030966537336484987 0.025425910441106831 0.037989725069788788 -0.048455231766231593 0.065249461464333219 0.065324276360790551 -0.048818169575551823 -0.13086059001830427 -0.11391306320046442 -0.11566291881429257 0.031461594524581249 0.030302713025018909 0.0048520001965105097 -0.051997137158436506 0.075365862700159353 -0.043628125919201247 -0.010879618321024851 0.029311252359523473 0.077950343734200664 -0.038805660511947004 -0.028812045625455751 0.0041420803285683455 -0.0012357303427508893 -0.0072655873340157461 -0.11923056236580767 0.03320363275609297 0.010468861220565583 -0.0039978250313134614 -0.11199331033126934 0.10455548028605895 0.022501233467541841
leaf_weight=68.193785392364589 1.1221828032284968 2.1723630460910499 0.90719594917027269 1.4174741953611367 0.51030777394771565 1.2696128817915449 0.94328763472731125 0.44646508221558168 0.77652984573796835 3.9489774547982961 0.34556039649760351 0.5356097788317129 1.8815793613903213 1.0443780694622553 1.6546638300642369 1.1710072737187145 2.6358712688088399 2.1489556017331779 3.1778145128628239 2.0449071563780312 0.72557731420965843 2.1185898638796079 1.6171972933916543 1.2279442404542349 3.530745569150894 3.8655316238473461 2.9684279499124386 2.223672965541482 0.81585684604942799 8.4985932598383425
leaf_count=2537 32 32 13 19 10 66 33 61 42 37 17 5 27 10 25 35 18 21 36 13 30 14 79 55 34 400 29 30 12 262
internal_value=-5.55329e-06 0.0159699 -0.00760128 -0.000556938 0.0199677 -0.0160932 -0.00111055 -0.0181238 -0.000555511 0.0154088 -0.0707111 -0.0491403 -4.3426e-05 -0.0180916 -0.0016071 0.0297783 0.000937792 0.0130613 -0.00792208 0.0343315 0.00819491 -0.00054786 -0.0150397 -0.0555889 -0.00719526 -0.0199579 -0.0360461 -0.0579547 0.0572893 0.0027688
internal_weight=125.941 4.20174 2.02938 121.739 3.19739 1.77992 118.542 6.99643 6.05314 4.93105 1.12209 0.982075 111.545 5.75163 3.87005 2.21539 105.793 11.549 5.81369 5.7353 3.58634 94.2445 17.5521 2.84514 14.707 11.1762 7.31069 4.34226 1.54143 76.6924
internal_count=4034 77 45 3957 95 76 3862 195 162 103 59 66 3667 97 70 45 3570 130 54 76 55 3440 641 134 507 473 73 44 42 2799
is_linear=0
shrinkage=0.1


Tree=144
num_leaves=31
num_cat=0
split_feature=9 9 2 15 12 6 15 0 16 5 3 7 17 18 14 16 12 5 9 7 18 16 5 18 16 19 10 9 17 8
split_gain=0.101157 0.247749 0.288649 0.548092 0.309041 0.285441 0.241893 0.223479 0.577779 0.25547 0.302686 0.311365 0.211307 0.194134 0.204973 0.184384 0.717497 0.71484 0.420158 0.259212 0.962728 0.427067 0.827983 0.36613 0.891384 0.882945 1.81298 1.1916 2.53534 0.872283
threshold=181.33671263215004 186.68586460755003 121.36426933400001 36.124429763000009 173.20477533325001 16.445384243750002 43.890399822900008 85.732241321850012 22.664946999500003 29.996566321350006 94.972471916200007 19.975862989550006 187.51563899930002 12.909082926650003 143.06733454090002 22.654947022900004 182.87454670205003 23.545618314050007 197.63955579655001 22.938075114600004 13.314799198000001 22.614947116400003 21.197160116700001 13.946975448150001 22.454947490600002 14.251149826300002 66.964115113200009 205.22231928645002 204.75389752000004 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=6 2 3 12 -4 -6 -1 8 -3 10 -10 -12 -2 -9 -15 19 -17 18 -18 20 21 22 -16 24 29 26 -25 28 -27 -21
right_child=1 7 4 -5 5 -7 -8 13 9 -11 11 -13 -14 14 15 16 17 -19 -20 23 -22 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=-0.0084712719870360075 0.0091886997147946851 -0.1043854946899121 0.10271795042015902 -0.025814510227635319 0.076129830269437579 -0.010828990005003399 -0.1142377244127883 -0.032030646575185791 0.0024978277216093879 0.04847866750921926 0.032802845236414448 -0.10453517118570473 0.062810094046192561 0.050295500598422353 -0.032910196305447677 -0.029362521036254592 0.019149919465820908 -0.0099985455075742771 0.088941947213210526 -0.040215767508632455 -0.075602278269959591 -0.027359105655756728 0.054885516650540624 0.096490186039000836 0.0010846911174904887 -0.16547309751296557 -0.0030816695241185688 -0.0024853821513069699 0.011951137090849684 0.05830204027709799
leaf_weight=6.3722815946739493 1.4764060575398601 0.72548070477205229 0.70485795979038846 2.8226139284670353 0.61941434544314666 0.96641497814562172 0.22383128851652134 1.8230727245099831 1.9033318394504029 0.68471493944525708 0.22275149263441552 0.63757658918621019 1.4633196992799637 0.8328893892467012 1.7745518069714288 2.579719251021741 1.4210183396935465 2.2785234388429672 2.194970924872905 1.0744953649118532 2.1326003854046576 3.2469062814489007 2.7216416075825691 1.9118369985371817 26.825249426066875 1.7064004559069865 42.004185832463918 4.595961298327893 1.5253383748349731 5.494050026871264
leaf_count=1520 17 134 12 32 34 16 6 26 41 16 5 66 30 10 22 26 11 24 47 12 33 28 29 26 181 27 1350 97 37 119
internal_value=-7.80428e-06 0.000663815 0.0175965 0.0056597 0.0476242 0.0231365 -0.0120603 -0.000572252 -0.0232695 -0.00620409 -0.0197521 -0.0689764 0.03588 0.000320269 0.000885624 0.000487963 0.0146218 0.0338714 0.0615149 -0.000772633 -0.0161086 0.000277073 0.0202344 0.0010063 0.00916936 -0.00426189 0.00125308 -0.0352027 -0.0817312 0.0421863
internal_weight=124.966 118.37 8.05303 5.76234 2.29069 1.58583 6.59611 110.317 4.17386 3.44837 2.76366 0.860328 2.93973 106.143 104.32 103.487 8.47423 5.89451 3.61599 95.0132 9.8757 7.7431 4.49619 85.1375 33.3938 51.7437 43.916 7.8277 3.23174 6.56855
internal_count=4034 2508 141 79 62 50 1526 2367 262 128 112 71 47 2105 2079 2069 108 82 58 1961 112 79 51 1849 312 1537 1376 161 64 131
is_linear=0
shrinkage=0.1


Tree=145
num_leaves=31
num_cat=0
split_feature=15 2 2 10 2 2 12 6 0 6 18 10 9 14 2 0 3 9 2 7 19 9 0 3 16 7 15 5 8 15
split_gain=0.106739 0.231067 0.180859 0.16384 0.388451 0.138239 0.959585 0.489228 0.94887 0.918373 0.599966 0.59335 0.904517 0.625906 1.07733 0.642843 0.681332 0.5731 0.609446 0.469852 0.669392 0.354306 0.303018 0.270361 0.345564 0.237873 0.371242 0.193855 0.190759 0.153836
threshold=46.683480308100009 258.06114663960005 184.38272419390003 61.982402197500001 284.79578090205001 189.28685862455004 212.27786901720003 13.65531905435 96.851704149400021 14.935348962050002 17.399600107550004 62.111448187750007 195.10791980860003 287.36199315565005 209.01099100540003 86.162394622750014 93.663192806700025 197.63955579655001 344.91334945730006 24.412498046750006 14.351157895250003 197.02865361825005 86.103248543850015 93.181958801350021 22.624947093000003 23.296055099200004 25.186533201700005 11.270433591700002 8.543332867800002 38.992510055900006
decision_type=2 2 2 2 2 2 2 2 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 29 10 9 17 28 13 -13 22 -15 16 -16 -9 -19 -14 -21 -17 -11 24 -23 26 -18 -12 -7 -1
right_child=1 3 -4 4 -6 7 -8 8 -10 11 27 12 19 14 15 21 25 18 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020744370343802926 -0.00014613623263515609 0.018046357515587235 -0.10918170689556819 0.016414357109736998 -0.10412491452138545 -0.10753267754368621 -0.096586895692032423 0.054259480777599803 0.087375006510483647 0.013382549017257156 -0.10232633473728697 -0.032149259279530357 0.095692110632229155 -0.078520067284484352 -0.11989859400581429 0.073231471109474436 0.047809751770495498 -0.12135104349747472 0.043243465545407395 0.085451730078114047 -0.038990748736299048 -0.043880805128629491 0.078829321612179232 0.056252341618957591 0.031240125097195055 0.019454453153832589 -0.086647813465646095 0.047054968816319008 0.062285090335004838 0.0080099150431022139
leaf_weight=78.202448205577639 0.23574849814758581 1.4323903831536884 0.42887162501938292 0.64927605725824811 0.45449502085102722 0.90608508036985103 1.0423279190435994 0.34064321132610231 1.5338725002948184 1.6288072782335832 0.1013654083799338 1.2743233049550315 2.1839821597095583 1.913403537531847 0.66465481556952033 1.2861530669033525 0.29888621448208175 1.1753314522502476 0.2782088357489555 0.9040703112259505 0.8282784391194582 1.2158612557686872 1.2506318390369413 0.9734143242239951 1.2337104007601736 1.4792597125633618 0.65613486077927519 0.60761330102468492 0.071357568260282278 18.755359697708627
leaf_count=2417 26 18 41 6 45 351 13 15 28 38 286 23 24 26 11 11 32 92 15 18 26 40 11 5 22 43 55 73 6 217
internal_value=4.58608e-06 -0.0180196 -0.0705055 -0.00426526 -0.0332196 0.00048214 -0.00114972 0.00749441 0.0116332 0.0057014 -0.0443367 0.0125779 0.0410315 0.000857043 -0.0112724 0.00520692 -0.0301639 -0.0624874 -0.0898475 0.0648436 0.0259527 0.0284833 0.0418082 0.0116697 -0.00604665 -0.00566278 -0.0445676 0.0256974 -0.0951352 -0.000123736
internal_weight=124.007 3.20078 0.66462 2.53616 1.10377 120.806 98.0001 22.806 21.1196 19.5858 1.68642 17.7916 5.19065 12.6009 9.72148 7.80807 3.09894 1.79418 1.45354 3.91633 1.73235 4.70914 2.87944 3.42299 2.44957 2.43428 0.955021 0.708979 0.977443 96.9578
internal_count=4034 136 67 69 51 3898 2647 1251 535 507 716 385 91 294 245 219 141 122 107 68 44 78 49 67 62 130 87 359 357 2634
is_linear=0
shrinkage=0.1


Tree=146
num_leaves=31
num_cat=0
split_feature=0 17 8 18 10 9 0 6 17 6 18 10 5 9 10 10 16 16 18 10 18 16 12 18 16 9 0 15 0 16
split_gain=0.103994 0.329563 0.176453 0.138797 0.360871 0.775621 0.657804 0.535392 0.455115 0.612166 0.544827 0.357884 0.521994 0.88952 0.42041 0.223396 0.204024 0.602592 0.604123 0.584256 0.733573 0.398845 0.907532 0.419503 0.415221 0.77689 0.376032 0.35647 0.283532 0.244528
threshold=103.33357670195001 241.79519611995002 7.2443465838000014 15.788786379500001 76.279622535200005 208.27565494345001 98.674478761850011 13.315311110100001 199.59317753375004 11.805275828400001 17.399600107550004 75.634392583900009 13.716117217950002 214.88418602500002 75.408562100950022 78.895492296100016 17.874958200600002 16.954960351900002 14.738651916450001 71.015621515800021 13.919698996450002 18.404956961200003 107.96682590455002 14.773181214800003 18.634956423400002 189.78071820640002 94.354126546200021 23.378903124350003 92.805574663100018 16.079962398050004
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -6 8 9 -8 -10 14 -13 -14 16 -12 17 18 29 20 -19 22 -18 -24 25 -23 -25 -20 -27 -1
right_child=1 2 -4 4 6 -7 7 -9 10 -11 15 12 13 -15 -16 -17 21 19 27 -21 -22 24 23 26 -26 28 -28 -29 -30 -31
leaf_value=0.0015061998913771608 -0.10078908504537175 0.097353845834565786 -0.050422670466725862 0.028863093909416521 0.080550065416111274 -0.10991477555505941 0.0060060926477063193 -0.087689868498617679 -0.10458934911706082 0.089690374712024776 0.085415836361886002 0.003864738556384157 -0.110436393800359 0.026380013835347844 0.042302948013962005 -0.037060664259669945 -0.11588123235595578 -0.10913400885053977 -0.0036321997711999277 -0.12000909147060608 0.10721708851728218 0.091756833224137579 0.094156119570147578 0.10253445260963533 0.0007274359219845265 0.03667679335586882 -0.102009797668369 -0.127854600297513 -0.096360436287956777 0.061621799375109913
leaf_weight=5.0449646494653262 0.38580730418197973 0.19200140101929719 0.13951381819060771 0.94834074612117347 1.5089232523605458 0.69998243974987417 2.7866654844256118 0.5472573994193225 0.60599670918600146 1.2736767955575485 0.32794169522821903 2.3766119586325649 1.4101494822134557 0.7167341066742664 2.3455283075727484 0.27281896024942398 0.306844725273549 0.29960318210942183 0.39456720473663143 0.95976839354261756 0.32861826464068145 0.32427561326767218 1.4642741183924952 0.14562078565359104 94.282653137343004 0.18345703359227616 0.23479018683428876 0.55726595169107895 1.2635500900360055 0.78144046744637297
leaf_count=267 864 21 48 27 36 55 87 26 60 25 21 124 100 15 23 26 10 111 28 47 3 43 71 2 1545 29 57 16 132 115
internal_value=7.05078e-06 -0.0379575 0.035164 0.000229555 0.0122032 -0.0300708 0.0217182 0.0064503 0.0162316 0.0322568 -0.037688 -0.000717559 -0.0283423 -0.0643309 0.000424665 0.0297965 -0.000497031 -0.0154877 -0.00249765 -0.0709352 0.00403774 0.000780044 0.0433613 0.0698497 -0.000173741 -0.048142 -0.0237105 -0.0763602 -0.0794935 0.00956894
internal_weight=123.11 0.717323 0.331515 122.392 8.9716 1.64832 7.32328 5.81436 5.2671 4.06034 1.20676 113.421 4.5035 2.12688 108.917 0.600761 106.572 8.36623 6.77824 1.58799 0.628221 98.2055 2.15153 1.84469 96.0539 1.77128 0.380411 0.951833 1.44701 5.82641
internal_count=4034 933 69 3101 363 82 281 245 219 112 107 2738 239 115 2499 47 2476 587 426 161 114 1889 140 130 1749 204 59 44 161 382
is_linear=0
shrinkage=0.1


Tree=147
num_leaves=31
num_cat=0
split_feature=10 16 8 16 17 15 18 2 6 8 19 16 19 10 9 8 8 15 16 5 15 15 0 15 15 6 15 4 16 2
split_gain=0.103529 0.281052 0.362747 0.260577 0.193773 0.188846 0.294081 0.428271 0.779716 0.245697 0.174307 0.133758 0.377898 0.475426 0.475228 0.467107 0.357624 0.488425 0.306402 0.589448 0.264038 0.403247 0.323114 0.263696 0.428269 0.427959 0.344677 0.671425 0.578665 0.603448
threshold=81.479100559500012 9.719977270450002 7.1444245619500011 9.2849782877000013 241.79519611995002 19.763739472850002 15.788786379500001 138.63208387490002 12.625294988000002 7.7439566930000003 11.850956171350001 15.404963976500001 12.651020723000002 72.752365468100024 205.67007911670001 7.8438787148500007 8.1436447804000007 24.545953118950006 15.524963695900002 13.8160216159 24.545953118950006 22.351147806600004 97.39208423365001 24.006097767650004 26.243701454300005 16.305380972600002 28.504445985850001 201.91631403790004 18.684956306450005 81.787075821300007
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 6 9 -8 -9 10 -1 20 14 23 15 -13 18 -18 -15 -20 21 -7 -23 -14 25 -25 27 -26 29 -28
right_child=1 2 -4 -5 -6 11 7 8 -10 -11 -12 12 13 16 -16 -17 17 -19 19 -21 -22 22 -24 24 26 -27 28 -29 -30 -31
leaf_value=0.015813780797994555 -0.10515780826360628 -0.1004558244123768 -0.10501467994556052 0.098520561259049788 0.096045713919009082 -0.0085278041079721641 0.086155552371533745 0.088520561542479489 -0.11041703416057709 -0.10581326152509513 -0.10166571780723387 -0.057073412182540889 0.044383055256123793 0.03229133011678368 -0.013864163945489852 0.065813174218856435 -0.13071976767797278 -0.024107081641127712 0.011289480387762951 -0.11103414804396822 0.01570097935476979 -0.024792705508571166 -0.11786953687424065 -0.11106312387922974 0.003808450856966919 0.0091386627449710125 0.077896284030513976 0.071704296605904577 0.0004856746791334428 -0.062098709788577455
leaf_weight=1.6427012438698505 0.083836602204427235 0.070161514227493171 0.57265312308481953 0.25047353410627693 0.17624027716374258 4.1213086204024867 1.2097685802727935 0.40371774072900724 0.38480224140221253 0.21749087109492382 0.13681536686272 0.3493702213518185 1.3588153803357261 1.0572449676692479 1.7326809891965238 2.6982726622372866 0.72389814944472153 1.057400243822485 1.0053739352224509 0.64773811952909444 2.2772674757270579 0.78255264681683889 0.71259464939612371 0.68603830873325822 5.7173923832160645 0.52124394941711216 0.35055068437941317 1.9543803917986222 86.587325935921399 2.5309033555240603
leaf_count=185 403 262 250 29 16 104 23 32 13 17 102 184 94 7 41 18 41 38 122 73 44 17 25 44 95 139 8 59 1334 215
internal_value=-4.88953e-06 -0.0298234 -0.061361 0.0474431 0.040093 0.00027965 0.0216583 0.0487802 -0.00856212 -0.00548097 0.00678155 -0.000451182 0.000459306 -0.000801985 0.0279521 0.0517259 -0.0326271 -0.0674332 -0.00975187 -0.0366405 -0.0130211 -0.0246669 -0.0691536 0.000631695 2.72078e-05 -0.059166 0.000762873 0.0211049 -0.000981415 -0.0450673
internal_weight=122.021 1.15337 0.819055 0.33431 0.246402 120.868 3.9953 1.99829 0.78852 1.99701 1.77952 116.872 108.979 104.198 4.78032 3.04764 4.49166 1.7813 2.71036 1.65311 7.89372 5.61646 1.49515 99.7067 98.3478 1.20728 97.1406 7.67177 89.4688 2.88145
internal_count=4034 960 528 432 278 3074 372 68 45 304 287 2702 2512 2269 243 202 281 79 202 195 190 146 42 1988 1894 183 1711 154 1557 223
is_linear=0
shrinkage=0.1


Tree=148
num_leaves=31
num_cat=0
split_feature=9 7 7 2 3 10 8 7 19 2 5 9 9 2 15 12 6 15 0 0 16 0 5 8 0 17 4 13 17 18
split_gain=0.0939322 0.221457 0.38662 0.288249 0.297658 0.248784 0.316204 0.448089 0.258131 0.270321 0.264417 0.240469 0.201784 0.253474 0.461074 0.287118 0.267999 0.205367 0.192927 0.552869 0.395396 0.31638 0.2236 0.354617 0.212128 0.188393 0.199821 0.185998 0.490693 0.222015
threshold=181.33671263215004 20.861906850000004 21.725272673150005 56.478612905150008 94.098723023850013 64.307918480350011 5.9453602998000008 19.078733418100004 13.851117550450002 319.18044405035005 29.026000224750003 180.51130933560003 186.68586460755003 121.36426933400001 36.124429763000009 173.20477533325001 16.445384243750002 30.404760455250003 85.732241321850012 85.624702996650015 22.664946999500003 85.242941942100018 30.284449345300001 8.543332867800002 85.764502819450016 171.92791459955001 120.66459519255001 117.60660091645001 190.25644477395002 14.444150028100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 11 6 7 8 9 10 -1 27 13 14 17 -15 -17 -2 19 20 -14 22 23 -22 -20 26 -7 28 -5 -30
right_child=12 2 3 4 -6 25 -8 -9 -10 -11 -12 -13 18 15 -16 16 -18 -19 24 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.052732339294094259 0.0018500598073466796 -0.1103177571798601 0.10215781572851178 -0.084537046173093919 -0.11712475225081279 0.10284793191311058 0.10158256799318047 -0.10724890515672503 -0.10230246277305136 -0.10118209140341344 0.076833011220612535 -0.10840209794298886 -0.10477719138641493 0.10236553590407747 -0.023473184247466482 0.076182925354647615 -0.010296523227389293 0.056584468289407976 0.054280523100841971 -0.106692169553192 0.053758006670111075 0.07715236322083481 0.043077023337926533 -0.049872331557749519 -2.630290338261535e-05 0.098820990121022814 -0.10098991743654018 0.035077977695855009 0.038499983409576846 -0.1009379441487708
leaf_weight=0.20284943865044558 1.1789526119246141 0.4856065693074928 0.19803892588242922 0.73733879544534042 0.29919424370018521 0.081417590379714855 0.23410760518163432 0.4547326549381977 0.17817228810599761 0.14050400172709487 0.70472954527576803 0.2390375159202448 0.35997680622676798 0.62632821901934255 2.8303019478917122 0.57193446171004303 0.95958928705658764 1.6378057561814783 0.72436436964198847 0.64649763942725247 0.42884245514869768 0.51889291931001924 0.62501981668174256 1.4356529845390467 102.14980686645504 0.46264495247032755 0.11749205365003945 0.84393695183098305 0.93801230068311248 0.13001523197499409
leaf_count=49 16 152 5 355 9 1 12 237 51 32 87 12 95 12 32 34 16 31 10 49 7 21 14 76 2095 16 66 6 18 418
internal_value=-1.00188e-05 -0.0117542 -0.0268739 -0.0149053 -0.0221783 0.0109618 -0.00730121 -0.0224652 0.00897514 0.0278921 0.0478744 -0.0123431 0.000650213 0.0161725 0.00503258 0.0453255 0.0219985 0.0336754 -0.000483206 -0.0219885 -0.00573129 0.00612023 -0.00868509 -0.0260369 0.000356086 0.0638302 -0.0175551 -0.00367601 -0.021792 0.0215257
internal_weight=121.142 6.44783 3.87118 3.38557 3.18754 2.57665 1.9151 1.68099 1.22626 1.04808 0.907579 2.88834 114.694 7.80491 5.64706 2.15785 1.53152 2.81676 106.889 4.01488 3.36838 3.00841 2.48952 1.8645 102.874 0.661555 0.19891 2.6493 1.80537 1.06803
internal_count=4034 1526 975 823 818 551 468 456 219 168 136 809 2508 141 79 62 50 47 2367 262 213 118 97 83 2105 83 67 797 791 436
is_linear=0
shrinkage=0.1


Tree=149
num_leaves=31
num_cat=0
split_feature=19 3 17 16 8 7 15 10 9 15 0 13 12 16 19 13 0 16 6 12 8 7 15 4 9 15 2 15 10 15
split_gain=0.0982535 0.174252 0.198157 0.127838 0.420444 0.369032 0.175902 1.1469 0.514054 0.463266 0.412937 0.300275 0.169176 0.888629 0.161604 0.321681 0.407425 0.287007 0.607282 0.198752 0.543698 0.733385 0.831271 0.38176 0.347422 0.354549 0.321801 0.715731 0.706142 1.44687
threshold=14.651182102100002 93.14163192940002 197.78839148195001 22.764946765650006 8.543332867800002 20.873561687950005 45.169600924000008 61.966271448700006 201.61239113610003 49.946010968500012 85.861287312150012 117.61735474900001 333.82192118495004 20.664951676350004 14.551174033150001 115.68166489510001 87.278104746850019 22.614947116400003 16.455384477450004 248.60872946435003 8.1436447804000007 24.024273989350004 38.884669609800007 292.37128869975004 195.10791980860003 44.891409666300007 173.34516805710004 38.992510055900006 61.93938686740001 39.540459766400012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 12 -8 10 -10 11 -9 14 -14 19 -16 17 -17 -19 23 -21 -22 -23 26 25 -25 27 -1 -28 -30
right_child=1 2 -4 4 5 -7 7 8 9 -11 -12 -13 13 -15 15 16 -18 18 -20 20 21 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0019029576547827691 0.034748896794711485 0.02211346765180432 -0.043559003404380764 0.062834373472487312 0.062457697293068909 -0.041766137034838391 -0.12629301918642474 -0.11257855983321137 -0.11325399406619684 0.031727952310526622 0.027711327850516412 0.0026081011415246239 -0.090199360581442733 0.10074980089699603 -0.06949590250066269 -0.0013795872982648868 0.0399821682914673 0.012640340804286646 -0.12679948167254149 0.037526381575214957 -0.13956520410269746 -0.1018834031489923 0.023167474794688003 -0.11007520645266096 0.03678262458696073 0.018325581148219083 0.033051805107449081 0.024961972641007191 0.00042704322616182711 -0.07973288827628211
leaf_weight=66.191427882361495 2.1523458408191791 1.0352201204514129 0.82609607663471241 1.2926966445520514 0.4700104072690009 1.2255979305627986 0.83724291655380412 0.39708433929627052 0.6750815110717665 0.32722515302884858 3.7578048966825008 0.5262467444408685 0.36100810585548859 0.75012726848945022 0.96876087598502536 1.9411594187840822 1.3523341324180362 0.578021364752203 0.67949490249156952 1.1526550755033884 0.62612696364522014 0.79308508013127754 1.6121666169638045 0.34663567489997049 4.8864176329298061 0.56651060283184052 2.4396857791944049 11.664568972890264 6.5943102804121718 3.4192845041397959
leaf_count=2083 26 32 19 19 10 66 33 61 42 17 37 5 280 46 17 18 13 29 12 296 9 52 32 172 193 2 63 109 201 40
internal_value=-1.06095e-05 0.0153725 -0.00703353 -0.000540895 0.0198752 -0.012876 -0.00107869 -0.017024 -0.000927327 -0.0659214 0.012989 -0.0469286 -0.000106268 0.0387104 -0.000513881 -0.0171722 -0.00603426 -0.0254891 -0.0627055 0.000402938 -0.0209327 -0.0431612 -0.0180656 0.00133177 0.0262021 -0.0304161 -0.000265379 0.00212201 -0.015191 -0.0269447
internal_weight=120.446 4.01366 1.86132 116.433 2.9883 1.69561 113.444 6.52069 5.68344 1.00231 4.68114 0.923331 106.924 1.11114 105.813 5.51977 4.55101 3.19868 1.25752 100.293 4.18403 3.03138 2.40525 96.1088 5.79956 0.913146 90.3093 77.856 12.4533 10.0136
internal_count=4034 77 51 3957 95 76 3862 195 162 59 103 66 3667 326 3341 89 72 59 41 3252 389 93 84 2863 367 174 2496 2192 304 241
is_linear=0
shrinkage=0.1


Tree=150
num_leaves=31
num_cat=0
split_feature=10 16 8 16 17 15 18 2 6 8 17 19 18 10 7 2 10 15 10 8 13 0 17 5 15 7 17 15 2 15
split_gain=0.101059 0.25895 0.312454 0.232762 0.168214 0.166586 0.254956 0.377375 0.692778 0.223993 0.166183 0.134364 0.12957 0.244894 0.427161 0.449157 0.347409 0.274077 0.211108 0.23542 0.201287 0.324044 0.344184 0.27525 0.41191 0.544219 0.727218 0.458469 0.72594 0.707344
threshold=81.479100559500012 9.719977270450002 7.1444245619500011 9.2849782877000013 241.79519611995002 19.763739472850002 15.788786379500001 138.63208387490002 12.625294988000002 7.7439566930000003 162.13109061465002 11.550931964450003 16.587089536200001 75.634392583900009 25.818239331450005 83.586740321150003 75.408562100950022 22.516911658450002 78.895492296100016 8.1436447804000007 104.51649827935002 97.521130223850008 183.19621122360005 16.569990495050003 26.912781836550003 24.054467534550003 168.59667799010003 28.504445985850001 84.960908098050012 27.689912074550005
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 6 9 -8 -9 10 -1 -12 13 16 15 -15 20 -16 19 -14 21 22 -7 -22 25 26 -25 28 29 -26
right_child=1 2 -4 -5 -6 12 7 8 -10 -11 11 -13 18 14 17 -17 -18 -19 -20 -21 23 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.10620240409007831 -0.10470919281276006 -0.1004476530847416 -0.10458403401256884 0.097939292127473709 0.09463594893799937 -0.01549866835414615 0.083436591505512941 0.086488216434986762 -0.10935294075465547 -0.10526320220570787 0.027328008334930216 -0.055963759684355185 0.082157132144806258 -0.019074988565831511 -0.028771321078852632 -0.10860607827367474 0.03818102613954899 0.028121376145014972 -0.01725398367205901 -0.0051817419803785346 0.025413073369303759 0.0059857897781158626 -0.10547562559850976 -0.12664187457723183 0.049247219682456919 -0.097176304765819899 0.0085771677986251887 -0.0012282091775759553 0.076724758372302373 -0.047315377732161594
leaf_weight=0.12061177316900229 0.07567403821303631 0.062078018916963629 0.52388197738218878 0.22580746325911605 0.15347557419590885 0.96678736132162091 1.1312505702953783 0.37021997536885454 0.35271722632751334 0.19838214644551033 1.3683532255727184 0.22561031154964428 0.80774881938668774 1.4535113468009506 1.579334220132296 0.91187002782771731 2.3556701871420946 1.8254934901524391 0.76865948905469839 0.49945229408331215 4.1399798113270654 1.7521938719655734 0.75881919754465343 0.46750813779362888 1.4594880696968169 0.97442500805482257 2.6647864102596941 87.766134783192683 1.9923221195931544 1.5796616346342487
leaf_count=30 403 262 250 29 16 19 23 32 13 17 121 136 48 24 47 164 27 44 37 19 71 59 30 235 23 46 158 1563 62 26
internal_value=-1.64948e-05 -0.0310393 -0.0628871 0.0470731 0.0384532 0.000256033 0.0209478 0.0473721 -0.00906165 -0.00466463 0.00697497 0.0155389 -0.000423415 -0.000879622 -0.0209463 -0.0535898 0.000203755 0.00173162 0.024333 0.0487869 -0.000652159 -0.0243063 -0.0550652 0.000161983 -0.000916802 -0.0319089 -0.0116048 0.000454739 0.0298111 -0.00094321
internal_weight=119.532 1.04092 0.739436 0.301482 0.215554 118.491 3.76715 1.85419 0.722937 1.91296 1.71458 1.59396 114.724 112.648 5.77021 2.36538 106.878 3.40483 2.07586 1.3072 104.522 3.4778 1.72561 101.044 96.9043 4.10672 3.13229 92.7976 5.03147 3.03915
internal_count=4034 960 528 432 278 3074 372 68 45 304 287 257 2702 2598 279 188 2319 91 104 67 2292 108 49 2184 2113 439 393 1674 111 49
is_linear=0
shrinkage=0.1


Tree=151
num_leaves=31
num_cat=0
split_feature=10 16 8 16 17 15 18 2 6 8 17 19 15 10 0 17 5 18 10 0 10 0 10 3 6 0 16 17 0 6
split_gain=0.0908118 0.232671 0.281804 0.209086 0.150098 0.142207 0.226271 0.326869 0.614742 0.201147 0.147273 0.111637 0.116544 0.108411 0.960873 0.99694 0.761955 0.7234 0.454424 0.747235 0.959129 1.19871 0.884531 0.439626 1.13175 0.821114 0.733815 0.316749 0.324086 0.598294
threshold=81.479100559500012 9.719977270450002 7.1444245619500011 9.2849782877000013 241.79519611995002 19.763739472850002 15.788786379500001 138.63208387490002 12.625294988000002 7.7439566930000003 162.13109061465002 11.550931964450003 15.185464173000002 69.999384342500022 93.399723909900004 197.01076493205002 18.160071980500003 13.927976454650002 68.910558799650019 90.407470010750018 66.590419433100024 91.937202686950016 65.687097501250022 84.812788641250009 14.775345223550003 94.165934477050016 19.199955102150003 173.77968723070003 94.985914206850012 14.365335643750003
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 6 9 -8 -9 10 -1 -12 -13 14 16 -16 17 -7 19 22 -21 -22 -18 27 -25 26 -26 -15 -29 -30
right_child=1 2 -4 -5 -6 13 7 8 -10 -11 11 12 -14 23 15 -17 18 -19 -20 20 21 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.10559337372079117 -0.10426619804509324 -0.10040522301130468 -0.10417222988327848 0.097147858364859396 0.092770609827035305 -0.0091767174971710934 0.080393637445045837 0.083623323004043945 -0.10840991552264181 -0.10475761249230874 0.025021893170025102 0.056049958732820572 -0.10120342234011195 0.096310540108696469 0.10446814704233226 0.0011319975220142884 0.00067284664715671174 -0.12623754402404141 -0.066997359523282576 0.079284824590210856 -0.061662667223558322 0.060353266929849173 -0.070351149334458907 -0.11138188465825737 0.053980309234383794 -0.081490714972448364 -0.041807550109150729 0.052321110337674628 0.0013660388797368257 -0.052397134470593014
leaf_weight=0.10973137729797544 0.068748811243266483 0.056193044516021473 0.47580665384157328 0.20590196493321855 0.14152440975158243 1.2294191248947748 1.0603947392664848 0.34589116745428317 0.32178595552250044 0.18032576730911376 1.3462292097256066 0.068622658852745988 0.15047149977363006 0.33805512799881654 1.8077416373416775 1.9307367894798515 66.436847521044911 0.92516434157732863 0.97374871220381365 2.7347291577607384 1.6260408572852614 1.5948853287845848 1.8010239757441002 1.3247843677495428 2.1276347623206679 1.0970663985353892 1.2814732813276348 1.0902184226451961 23.671727763645325 2.2682144537684499
leaf_count=30 403 262 250 29 16 26 23 32 13 17 121 43 93 6 18 26 1461 20 14 48 39 15 31 236 40 35 15 29 541 102
internal_value=-1.84093e-05 -0.0308423 -0.0624753 0.0467312 0.0378683 0.000229602 0.0198453 0.0458828 -0.0089268 -0.00440564 0.00639762 0.0142483 -0.05195 -0.000385593 0.00158569 0.0511002 -0.000808314 -0.0594419 0.00087235 0.0017631 0.0357329 -0.00124482 -0.00120171 -0.00519875 -0.0301293 -0.00624157 0.0179739 0.000112842 -0.00109026 -0.00333507
internal_weight=118.791 0.948175 0.673524 0.274651 0.197717 117.843 3.58345 1.72807 0.667677 1.85538 1.67505 1.56532 0.219094 114.26 81.0603 3.73848 77.3219 2.15458 75.1673 74.1935 5.95566 3.22093 68.2379 33.1992 5.83096 4.50617 3.40911 27.3682 27.0302 25.9399
internal_count=4034 960 528 432 278 3074 372 68 45 304 287 257 136 2702 1698 44 1654 46 1608 1594 102 54 1492 1004 326 90 55 678 672 643
is_linear=0
shrinkage=0.1


Tree=152
num_leaves=31
num_cat=0
split_feature=15 2 2 10 2 19 2 15 15 9 13 0 15 6 16 16 5 5 0 19 10 15 15 0 5 7 18 6 5 5
split_gain=0.0936179 0.19218 0.159623 0.133863 0.138711 0.126236 0.297136 0.119349 0.125866 0.837042 0.133669 0.572929 0.329734 0.751809 0.353479 0.353045 0.66918 0.765941 1.90675 0.891243 0.745875 0.671963 0.988186 0.855678 0.779854 0.603565 1.17056 0.696594 0.54743 0.99613
threshold=46.683480308100009 258.06114663960005 184.38272419390003 61.982402197500001 263.04952530525003 14.651182102100002 173.34516805710004 46.327654127900004 45.169600924000008 195.94564826430005 117.55283175385001 87.278104746850019 42.246988155050012 16.405383309150004 22.514947350300002 22.534947303500005 20.374719724350005 21.043187000650004 90.767723400200012 14.451165964200003 67.074341896550024 31.385732506450001 31.025894238900005 94.985914206850012 19.749058312400006 23.032902590750002 13.327513832500001 16.475384944750001 20.911722254300006 21.500664456800006
decision_type=2 2 2 2 2 2 2 2 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 8 10 -10 12 -12 15 14 -14 16 21 19 25 -18 -20 22 -1 24 -23 26 -19 -27 -17 -30
right_child=1 3 -4 4 -6 6 -8 -9 9 -11 11 -13 13 -15 -16 28 17 18 20 -21 -22 23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.0010189810616994725 -0.0014660647629008549 0.015459914605267905 -0.10796698444788949 0.0040320152886121991 -0.070040396952758432 -0.0066412354432013529 0.053403494346313723 0.035614404529177295 0.02043256215479386 -0.079378262457188889 0.0030723528141700009 0.07173500964507333 -0.14182828615284079 0.0083324080685019657 -0.038619090827356907 0.0069274427684257794 0.0883816422836185 0.0085315469674929999 -0.40085034166143907 -0.058877856759375936 -0.11275931129138471 -0.092752518790389996 0.093697549079097664 0.0023699062127948279 -0.015108652965459247 0.083374016095332584 -0.17450576901454887 0.0093112932004683763 -0.070366057924633338 -0.0038362789829032638
leaf_weight=37.074572822120444 0.22510551997402162 1.3815012640261559 0.37545819698061678 0.51374588906764962 0.49775763641446247 1.8881963180610903 1.4624840859323738 0.92618512164335598 2.1237670817645262 1.3902292391721855 23.079667163656271 1.2827770146541286 0.66990975762018867 1.8139047066215424 0.65755952056497335 7.5402507165563319 2.687061274402367 3.917176897085934 0.11458299138757944 0.48519978299736966 0.41664919208233187 2.5734284395293781 1.1873268903100314 5.7321268998202868 2.6011057032737881 2.3306681651083636 0.38360995027687739 2.7903128853067756 3.6296735941432399 5.9229883546940982
leaf_count=1992 26 18 41 2 49 40 27 26 28 30 368 30 18 20 25 93 131 514 5 8 78 123 25 73 46 28 44 17 39 70
internal_value=-1.33025e-05 -0.0174711 -0.0680479 -0.00477802 -0.0324188 0.000442404 0.0195667 -0.000133173 -0.00043306 -0.0190552 0.000179138 0.00668771 -0.0017422 -0.0335179 -0.0907038 -0.000484821 0.0030084 0.0230688 0.00943076 0.0658582 -0.174898 -0.00234659 0.00389494 -0.0242427 -0.0537229 0.0198239 -0.00779452 0.0430188 -0.0132156 -0.0291152
internal_weight=117.675 2.99357 0.600564 2.393 1.0115 114.681 3.35068 111.331 110.405 3.514 106.891 24.3624 82.5281 3.14137 1.32747 79.3867 62.2938 13.1253 9.953 3.17226 0.531232 49.1686 38.2619 10.9067 5.17453 9.42177 4.30079 5.12098 17.0929 9.55266
internal_count=4034 136 67 69 51 3898 67 3831 3805 58 3747 398 3349 63 43 3286 3084 825 686 139 83 2259 2017 242 169 603 558 45 202 109
is_linear=0
shrinkage=0.1


Tree=153
num_leaves=31
num_cat=0
split_feature=9 7 7 10 8 18 9 6 6 16 19 19 2 9 19 2 15 5 7 4 18 17 9 9 17 14 8 16 9 7
split_gain=0.0877439 0.195164 0.360948 0.224611 0.274844 0.412796 0.213743 0.46985 0.278014 0.201809 0.20136 0.191048 0.23966 0.184372 0.280562 0.524992 0.298587 0.181317 0.162065 0.462161 0.795435 0.747701 1.01461 0.527503 1.1805 0.407736 0.420966 0.378054 0.397128 0.331427
threshold=181.33671263215004 20.861906850000004 21.844899366700002 64.307918480350011 5.9453602998000008 11.928667296000002 52.553122989000009 16.525386113000007 5.3251244207000008 17.634958761800004 14.451165964200003 13.851117550450002 319.18044405035005 186.68586460755003 14.451165964200003 121.36426933400001 37.274314847650004 29.026000224750003 23.109894804950002 168.01744813895002 13.455547561900003 184.37225457675004 198.96357396150003 195.10791980860003 190.38166638035003 148.67011998770002 9.3427090425500019 22.554947256700004 194.04304600165003 23.150522195450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 11 8 10 9 -4 -8 12 17 14 15 -2 -16 -1 19 25 21 22 -21 27 -25 26 -15 -23 -29 -20
right_child=13 2 6 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 18 16 -17 -18 -19 29 20 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.036665725718221139 -0.013586443138859592 -0.092254048401713779 -0.10639339322648858 0.065138945106286317 0.10140725699482019 -0.089054486530770527 -0.107861186354335 0.020811805215914261 0.092820004351448271 0.081357492431907874 -0.024597227006558399 -0.10224603688052808 -0.10108376181958029 -0.04868398890941928 0.10335541914108644 0.054818032426819908 0.019041377446369689 0.085827324010566766 0.039637288796006614 -0.12591202914417907 -0.09633735231015117 0.052297892676650949 0.019593957401606164 0.0024064384612545904 -0.11704961305532334 0.037724205127739732 0.036930951448141756 -0.011241480433232469 0.045677503092958552 0.0005235089579151773
leaf_weight=0.15595132398811917 4.1559373826603396 0.67550391977329161 0.1662181456463262 0.57417285705423626 0.20457294583320607 0.56972119747842953 0.63519416535564255 1.1203495131921952 0.38949443781530135 0.087328718935168581 0.53512786515057087 0.11319218485004967 0.10929729999043047 1.4888601219281583 0.6653789710253476 1.5368895249321211 1.1390431605977935 0.5367492229124764 2.2273765266872934 1.1962379041651754 1.1669720893478359 1.8216036836092806 0.79951082327170286 2.882456881197867 1.1602786862149512 3.4922086310034501 0.9349637574632651 5.5780941278990213 1.571021908894181 79.069780722596988
leaf_count=62 39 164 568 83 12 253 162 15 48 11 7 36 26 25 26 47 29 79 23 26 31 26 35 49 29 55 26 80 16 1946
internal_value=-1.59093e-06 -0.0119134 -0.0263502 0.011105 -0.00725843 -0.0222291 -0.0111755 -0.0254768 0.0397692 -0.0417267 -0.0697889 0.0193709 0.0365356 0.000629291 0.0157717 0.00488068 0.0501321 0.0582498 -0.000468756 -0.00806372 -0.0168106 -0.0106274 -0.0676213 -0.00188677 -0.0318778 0.0158529 -0.015659 0.011629 0.0012665 0.00159515
internal_weight=116.759 5.87287 3.60922 2.26366 1.68948 1.48491 2.93371 2.29067 0.643041 0.253547 1.17032 0.91519 0.801998 110.887 7.49725 5.69283 1.80442 0.692701 103.389 22.0922 16.1762 15.0092 1.99575 13.0135 4.04274 5.91603 2.42382 8.97072 7.14912 81.2972
internal_count=4034 1526 975 551 468 456 811 184 627 579 169 203 167 2508 141 86 55 141 2367 398 292 261 61 200 78 106 51 122 96 1969
is_linear=0
shrinkage=0.1


Tree=154
num_leaves=31
num_cat=0
split_feature=3 6 17 16 6 10 18 12 2 5 17 17 5 9 18 18 18 6 6 2 15 16 16 18 9 9 9 6 18 9
split_gain=0.0879818 0.367925 0.581801 0.764003 0.399248 0.476133 0.366622 0.349786 0.33576 1.96306 0.414291 0.76021 0.608363 0.475726 0.315977 1.6206 0.520349 0.394667 0.698363 0.766942 0.665277 0.536341 0.32733 0.367112 0.344367 0.526745 0.808015 0.950763 0.540665 0.421023
threshold=93.281431752200021 16.435384010100005 186.26099832155003 22.574947209950004 16.465384711100004 62.046925192600007 13.222029912150001 101.85466269095001 100.60547560250002 22.387336278850004 192.77618096940003 191.24148878695004 23.730745871350006 193.24048816455004 13.4793103924 13.531614672700002 13.405476405600002 16.545386580300001 16.385382841850003 133.20345888755003 40.042228346200012 20.784951395750003 22.614947116400003 13.552878921100001 196.26893085885004 194.31002311890003 193.42660545270004 14.955349429350003 14.030930991100002 197.55459634620004
decision_type=2 2 2 2 2 2 2 2 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 7 -4 5 -3 -5 -2 -6 -10 11 -11 -12 -14 16 -16 17 18 19 21 -21 -1 23 -17 25 26 27 -25 -27 -26
right_child=1 4 3 6 8 -7 -8 -9 9 10 12 -13 13 -15 15 22 -18 -19 -20 20 -22 -23 -24 24 29 28 -28 -29 -30 -31
leaf_value=-0.022273279260361448 -0.11015845527330981 0.01149532618838775 -0.12774977080606467 -0.053675060861130414 0.016286366090865433 0.10836141667257473 0.0054445015830781205 0.053349708728232796 -0.12377792022367065 -0.0032448914303026817 0.080782241250025102 -0.1151960632994467 0.026833654849384148 -0.073786845157650105 -0.09982583191183271 0.06370001043734079 0.060064003571108693 -0.030728266963797359 0.040192735866119239 -0.001999338002239824 -0.11031044854116762 0.054789436268968476 0.022112660217936661 -0.0012337880681458019 0.039241527522410079 -0.018978717516975788 0.075238347992300766 -0.094749822576579046 -0.1147841671672051 -0.00084925675251517349
leaf_weight=1.6743153280403915 0.14806037860944599 1.803423199793545 0.85061784875870206 2.0768153651861212 6.2563095723235191 0.70612636052828737 2.1194331347032858 1.1245853374884971 1.4081885019841127 10.184779926112238 1.4005124456598417 0.64497540981392454 1.5733532008489421 0.66995741952268861 1.6291023347621365 0.85919707974244275 2.1539723195528486 2.2867735382169476 5.5632292274385691 1.163496746314195 1.1063259700313208 1.9608000498265026 6.6851649601012459 5.9621610165484054 2.7765917202341361 1.3935332270339125 1.0577911996515466 1.3296292270679257 1.0203411068141575 46.296324123059094
leaf_count=31 15 49 32 50 183 23 37 122 26 503 18 18 13 60 16 56 36 20 45 31 12 23 91 1053 28 22 17 27 57 1320
internal_value=-6.61683e-06 -0.00456943 -0.026096 -0.0413326 0.000949863 0.0387511 -0.0238151 0.0343271 -0.00333525 -0.0110648 -9.85124e-05 -0.00991224 0.0290687 -0.00321633 0.00165729 -0.00127151 0.0143619 0.00720511 0.0147691 -0.00918331 -0.0547909 0.0192947 0.00111129 -0.00120185 -0.00213379 -0.0183322 -0.00643765 -0.0182861 -0.0594755 0.00141912
internal_weight=115.886 30.9671 6.31951 5.04687 24.6476 2.50955 4.19625 1.27265 22.1381 15.8818 14.4736 10.8298 3.64382 2.24331 84.9187 69.0098 15.9089 13.7549 11.4682 5.90494 2.26982 3.63512 67.3807 60.6956 59.8364 10.7635 8.34958 7.29179 2.41387 49.0729
internal_count=4034 1149 256 119 893 72 87 137 821 638 612 521 91 73 2885 2687 198 162 142 97 43 54 2671 2580 2524 1176 1097 1080 79 1348
is_linear=0
shrinkage=0.1


Tree=155
num_leaves=31
num_cat=0
split_feature=10 16 8 16 17 15 18 2 6 8 17 16 19 9 10 10 2 6 4 10 4 4 5 18 7 18 15 2 17 12
split_gain=0.0820901 0.210856 0.250149 0.187271 0.133089 0.116917 0.201021 0.286773 0.540379 0.171625 0.127087 0.107474 0.291043 0.40736 0.381165 0.372983 0.29646 0.328555 0.301033 0.293326 0.37246 0.458448 0.251006 0.59747 0.22711 0.646116 0.516078 0.379407 0.190353 0.188273
threshold=81.479100559500012 9.719977270450002 7.1444245619500011 9.2849782877000013 241.79519611995002 19.763739472850002 15.788786379500001 138.63208387490002 12.625294988000002 7.7439566930000003 162.13109061465002 15.404963976500001 12.651020723000002 210.65484416470002 75.408562100950022 72.752365468100024 60.327272492300004 14.205331905300001 204.80369648085005 74.739136026450012 274.40025405315004 200.82959231350003 16.351273197450002 13.919698996450002 26.0252225485 14.773181214800003 20.520114807950005 154.31016903475003 183.49170501290004 94.328280857900012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 6 9 -8 -9 10 -1 24 13 14 16 22 -13 -18 -19 -17 21 29 23 -14 25 28 -27 -26 -7 -21
right_child=1 2 -4 -5 -6 11 7 8 -10 -11 -12 12 15 -15 -16 19 17 18 -20 20 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.10497335008694481 -0.10388859723471003 -0.1003977307201835 -0.10376189068213307 0.096419747266788591 0.090854074689681721 -0.013859188928883213 0.0771604724257548 0.080912457347389111 -0.1075702953987131 -0.10422324319127629 0.012251575210236169 0.10065440332141579 -0.011242899397789947 -0.05548079802439243 0.078378901130258208 -0.10495013528667414 -0.11024878990450407 -0.006482903131642747 0.090485474422795531 -0.053080933129695022 0.044500367811229208 -0.11481337131587727 -9.1573454366344326e-05 0.095787908547565526 -0.018900738361588038 -0.0082585131831043601 -0.11361920412032855 0.052826005705033076 0.041823510750614135 0.0038861034250120899
leaf_weight=0.098548729046796679 0.062122530356645167 0.050733454530018207 0.43097888522243011 0.18768329311933485 0.12865980164497159 1.734284459425907 0.99775897106155731 0.31567052674290608 0.29356756311608478 0.15795160144625686 1.5025016898580359 0.33773080445826043 1.2167379503298428 0.54625774780288328 1.4075796945662657 0.45990273568895546 0.24061800753406748 1.5452548597459097 0.40381378091478826 0.91100252684555139 0.71768707735918713 0.58938245951867418 91.882590282393721 0.9128411074343602 1.881239300593734 0.79151587231172005 1.1266200719619517 1.2129664826643418 0.95035119893145736 1.5974437247205058
leaf_count=30 403 262 250 29 16 46 23 32 13 17 257 3 30 23 52 47 43 91 31 21 92 89 1939 19 37 10 66 20 11 32
internal_value=-9.05345e-06 -0.0307854 -0.0624593 0.0466064 0.036767 0.00022351 0.0185832 0.0441507 -0.00990987 -0.00477498 0.00503608 -0.000335926 0.0005177 0.0254405 0.0366741 -0.000618614 0.0134476 -2.87721e-06 0.0136073 -0.0295053 -0.0204116 -0.03545 0.000695075 0.0346357 -0.0117334 -0.0258173 -0.0701423 0.00921702 0.00585228 -0.0168028
internal_weight=114.692 0.860178 0.610372 0.249806 0.179393 113.832 3.366 1.607 0.609238 1.759 1.60105 110.466 102.769 4.48125 3.935 98.2876 2.52742 2.18969 1.94907 4.27542 3.81552 3.09783 94.0122 2.12958 7.69698 4.60277 1.91814 3.09421 2.68464 2.50845
internal_count=4034 960 528 432 278 3074 372 68 45 304 287 2702 2512 243 220 2269 168 165 122 281 234 142 1988 49 190 133 76 57 57 53
is_linear=0
shrinkage=0.1


Tree=156
num_leaves=31
num_cat=0
split_feature=15 2 2 0 19 2 15 2 12 6 8 13 13 2 13 14 0 2 7 15 0 0 9 5 5 5 6 13 5 7
split_gain=0.077997 0.163057 0.152397 0.115369 0.113454 0.262296 0.135754 0.101288 0.330303 0.223746 0.537238 0.206753 0.146569 0.140055 0.735255 0.946187 0.895251 0.558046 0.437897 0.364764 0.36268 0.342468 0.336195 0.319205 0.660176 0.666321 0.548062 0.611665 0.508232 0.288505
threshold=46.683480308100009 258.06114663960005 184.38272419390003 86.692020874450009 14.651182102100002 173.34516805710004 38.992510055900006 49.864842700850012 79.133367176650012 17.755414852450006 9.5425530862500008 114.13311301190002 109.34496908160001 108.24034454255001 109.49014582065001 190.42455785385002 94.625660817400004 109.11323887240002 23.974509389900003 29.198705243000003 94.985914206850012 96.531777631850005 191.98656730705002 17.679107616400003 18.849479428700004 19.574963708700004 16.295380738950005 115.12515406205002 20.204934414350003 24.412498046750006
decision_type=2 2 2 2 2 2 2 2 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 12 11 13 -11 -9 -1 14 16 23 -10 -15 -18 20 -20 29 -17 -16 -25 -26 -27 -28 -29 -22
right_child=1 3 -4 -5 5 -7 -8 8 9 10 -12 -13 -14 17 15 22 18 -19 19 -21 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.046091793821930162 -0.00043660372192466722 -0.021429986338845762 -0.10725350033248227 0.0246485580736698 -0.032416262571220947 0.051295275639510189 0.022064845075126446 -0.090718988114932897 -0.10964363210263783 -0.11840412420310893 0.0083716030166152127 -0.010988699963637922 -0.0048205699693531657 -0.088011037453334842 0.046981413850627499 0.017556542038602786 -0.067722615547729445 -0.0012278370898510485 0.067652803333720993 -0.063332340722571615 0.0043899718230340952 0.0038996567554954726 0.095639783851979701 -0.061884058300084949 0.076348368723915844 0.056246973116133525 -0.071331901974654374 0.058510938639335722 -0.0045533562227882502 -0.10856498263411528
leaf_weight=1.1381174064590589 0.22169015259714742 1.490821377898101 0.33600481797475368 0.85498393373563875 0.9468834494473406 1.4085065105464307 0.88467694539576769 0.64742224996007169 0.86150546019689755 0.53590476422505051 0.88840514852199703 0.65357237186981365 1.1237754622707141 0.74958233123834261 2.0428442719858202 0.77425018325447981 1.0370266480185808 64.462173109850937 0.82815288193523606 0.86822495493106622 0.40032177697867055 11.981172765086738 1.9158639442175625 1.3517091642133916 1.4166648546233762 1.7693093366397068 1.1927189728012297 1.4825501032173622 9.257179376727434 0.51964267808943987
leaf_count=14 26 53 41 16 22 27 18 39 80 165 53 15 27 72 13 10 25 2511 7 90 25 328 61 28 18 36 30 34 133 17
internal_value=-1.03653e-05 -0.0161903 -0.0647926 -0.00463558 0.000412339 0.0188501 -0.0061009 -0.000141328 -0.000589662 3.47512e-05 -0.0393285 -0.0506654 0.020797 0.000579547 0.00543148 0.0177496 -0.0104015 -0.00222537 -0.004933 -0.00047234 0.00350286 -0.000615073 0.0731664 0.00969699 0.00507248 0.0110589 0.00430847 -0.00339283 0.00415226 -0.0594127
internal_weight=114.042 2.9035 0.557695 2.34581 111.138 3.24007 1.83156 107.898 105.636 104.335 1.42431 1.30099 2.26189 102.911 37.6991 21.2031 16.496 65.2118 15.6345 14.5975 13.7293 12.9011 2.69011 18.513 16.4701 15.1184 13.7018 11.9324 10.7397 0.919964
internal_count=4034 136 67 69 3898 67 40 3831 3790 3736 218 54 41 3518 935 363 572 2583 492 467 377 370 71 292 279 251 233 197 167 42
is_linear=0
shrinkage=0.1


Tree=157
num_leaves=31
num_cat=0
split_feature=12 12 12 7 12 4 2 2 9 17 7 16 3 3 7 10 7 7 18 18 17 17 0 13 12 8 6 19 6 15
split_gain=0.0738629 0.742226 0.693306 0.586704 0.367749 1.23085 0.515433 0.479116 0.318211 0.52066 0.277743 1.10477 0.9515 1.25389 0.36504 0.990591 0.835639 0.400556 0.608651 0.394829 0.424388 0.376556 0.416314 0.85285 0.843735 0.6769 0.594895 0.513211 0.365631 0.501428
threshold=149.09269374785001 152.73554204000004 145.97209859650005 22.721067571950005 156.64017958600002 222.75625367455004 137.02423825130003 140.91298750955002 205.88909726980003 188.83172615260003 24.175586727800006 18.964955651700002 85.538672336450006 84.812788641250009 23.851446749400001 70.171445662850019 23.699538637550003 23.356162058950002 13.893471991850001 14.613481077900001 183.19621122360005 196.70243143610003 92.313586825200005 113.97180552410002 135.71835115270002 8.543332867800002 15.815369523550002 13.051052998800001 16.465384711100004 28.862433654350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 10 -2 -3 -6 -7 -8 9 -4 14 12 13 -12 16 -16 17 18 21 20 -17 22 23 24 25 27 -25 -1 29 -19
right_child=1 4 8 -5 5 6 7 -9 -10 -11 11 -13 -14 -15 15 19 -18 28 -20 -21 -22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.11376069949364392 0.012116135791082271 0.03849030732095781 -0.1105457407888417 -0.11714654362333735 -0.12637996806835439 0.048942875004465314 -0.075323086660200031 -0.0011053405258153136 0.10359075782893071 0.083959947495493778 -0.00025795907016124638 -0.092424306415175558 0.10010601207277106 -0.11711103322381317 0.078955046915340291 -0.002221309407033736 -0.081913164449288048 0.0059474201070152562 -0.075858947803667143 0.025495437778231201 -0.11814413410122293 0.052137194403424951 0.063167605002920985 0.10137067608044972 -0.1716331084283807 -0.11666162332092284 -5.5292401739893819e-05 0.052895796639600368 -0.011645781332222032 0.077446270984923363
leaf_weight=0.23411493055848287 0.54525220502546179 2.3107775145717815 0.22168141166184685 0.98628907896272722 0.78719120900495809 2.0350756010739124 0.884409394042449 52.699472135915471 0.97082635684637353 0.36293953828862868 14.780012870265638 1.4674047399312247 0.86664104182273227 0.97912301169708449 2.3258635420352212 0.77580355480313323 1.1476041306159448 1.7788290203061472 1.0329172778474447 1.5224786647377184 0.53262909245677292 1.4391843173652876 0.96264639568107568 0.60104476427659292 0.53650956663841487 0.56501225661486376 15.271199693896049 0.87682609772309661 1.5698688551783559 2.1865674331784248
leaf_count=135 21 61 21 39 13 21 24 2176 10 30 485 37 15 92 18 8 24 22 67 16 40 25 32 11 42 7 442 27 8 65
internal_value=-7.00578e-06 -0.00240241 0.00271561 -0.071127 -0.000609833 -0.00221164 -0.000454249 -0.00233031 0.0684916 0.0102057 0.00072714 -0.00924915 -0.00190805 -0.0075181 0.00613804 0.0306014 0.00166493 0.00521014 -0.000960977 -0.0091257 -0.0494105 0.00281533 -0.000911345 -0.00432226 -0.0624872 -0.0275473 0.00378547 0.0177753 0.0292016 0.0453727
internal_weight=113.256 60.2485 53.0077 1.53154 58.7169 56.4061 55.619 53.5839 1.55545 0.584621 51.4523 18.0932 16.6258 15.7591 33.3591 5.15677 28.2023 27.0547 21.5195 2.83091 1.30843 20.4865 19.0474 18.0847 2.21246 1.67595 15.8722 1.11094 5.53527 3.9654
internal_count=4034 2355 1679 60 2295 2234 2221 2200 61 51 1618 629 592 577 989 82 907 883 788 64 48 721 696 664 211 169 453 162 95 87
is_linear=0
shrinkage=0.1


Tree=158
num_leaves=31
num_cat=0
split_feature=3 17 6 5 0 5 8 2 10 9 10 9 13 17 15 14 5 5 6 6 18 18 18 5 18 12 6 18 8 6
split_gain=0.0815221 0.21632 0.0827661 0.0794345 0.36995 0.857953 0.258556 0.321407 0.241927 0.582964 0.187864 0.181085 0.323183 0.175066 0.305722 0.258825 0.258167 0.272763 0.157246 0.475782 0.424182 1.01552 0.823144 0.590998 0.676664 0.6542 0.438504 0.501785 0.409328 0.428949
threshold=76.172084209950015 241.79519611995002 8.2451926476000015 15.904541771600002 97.878695155250014 14.711207928400002 8.1436447804000007 135.72285180265001 75.634392583900009 214.88418602500002 75.499969677400017 52.553122989000009 105.33378955095002 200.93854407600003 24.273602154900001 289.25304191355002 15.237417718750002 13.154029769200003 14.745344522600002 14.595341017800001 14.349498564250002 14.493864790000002 14.254777969200001 18.553574773300003 14.766576839600001 145.97209859650005 15.975373262050001 14.738651916450001 7.943800736700001 14.415336812050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 11 13 -8 10 -10 18 12 -2 16 15 -15 17 -6 19 28 22 -22 -20 24 -23 -25 27 -27 -5 -30
right_child=3 2 -4 8 6 -7 7 -9 9 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 21 23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.10073327553904024 -0.048691641081233958 -0.039963081387735466 0.083150636330268493 0.028151377238674266 0.073700563734854632 0.10073794890026842 -0.10748641339290244 -0.0088290890419735393 -0.10886851059030569 0.012622988375945927 0.043078600427525662 -0.10567692731623546 0.096946521487259005 -0.10495388398563144 0.021034204669085108 0.014500306412643542 0.079990049440873734 0.00083615950988648574 0.00052457597354975177 -0.083997555123117421 0.061038485235530064 0.092879991946652529 -0.072881657952364606 -0.11595249570992237 -0.017520842520900023 -0.11104790728165355 0.066607130420041183 0.012521951585131759 -0.0057762701713207111 -0.056784525147978764
leaf_weight=0.27050129058954908 0.47680782682391454 0.093421125121494697 0.13142626126136747 3.0734202197595613 0.57325693391521593 1.2161753264808792 0.46068403159733851 1.1659822927322236 0.68792114833558915 0.92741562345327111 0.9974177572876205 0.22264492950489512 0.2239285041578114 0.54541978576162342 0.8262776069350366 0.27176412898188573 0.55427274478643074 4.9494961858144961 67.130270529565678 0.80015440660645154 3.8100139896851015 0.97657328285276923 1.5631728282169195 0.78637747687753323 1.2865863319311754 0.5592168483417479 0.5621842842983823 0.79692514876660425 14.278623853140745 1.8638358607422549
leaf_count=856 114 48 21 180 71 16 31 39 51 32 11 33 5 62 35 37 12 138 1531 137 52 19 38 21 31 12 27 60 205 109
internal_value=-5.87381e-06 -0.040484 0.0319985 0.000173814 0.00805003 0.0455604 -0.000536075 -0.0367696 -0.000729999 -0.0391164 -0.000100389 -0.0271133 -0.00215126 0.00709814 -0.0218582 -0.065228 0.0149291 0.00839942 -0.000542164 -0.00844344 0.00149927 0.0221992 -0.00114584 -0.00758791 0.0301181 -0.0391384 -0.00765006 -0.0384331 -0.00529735 -0.0116658
internal_weight=112.082 0.495349 0.224847 111.587 11.4867 2.13956 9.34715 1.62667 100.1 1.61534 98.4848 0.923381 0.700736 7.72049 1.64346 0.817184 6.07703 5.52275 97.4874 20.016 77.4713 8.77788 68.6934 4.96786 2.26316 2.7047 1.91833 1.35614 19.2159 16.1425
internal_count=4034 925 69 3109 593 168 425 70 2516 83 2433 152 119 355 134 99 221 209 2422 631 1791 222 1569 170 50 120 99 72 494 314
is_linear=0
shrinkage=0.1


Tree=159
num_leaves=31
num_cat=0
split_feature=16 17 0 7 7 18 6 19 4 8 8 6 6 6 18 18 7 18 15 18 12 19 2 0 16 3 3 18 7 9
split_gain=0.0731458 0.393503 0.274081 0.398576 0.27148 0.319763 0.231015 0.219691 0.218477 0.207087 0.253433 0.374151 0.258125 0.430603 0.267146 0.984736 0.632495 0.635325 0.624239 0.494315 0.481392 0.402495 0.390662 0.432374 0.345453 0.558069 0.457778 0.499168 0.789368 0.465209
threshold=22.704946905950003 195.76335783930003 85.667718326750006 19.078733418100004 22.516377366000004 13.036600629150001 14.595341017800001 13.851117550450002 387.60063489055005 9.3427090425500019 8.8430989333000021 16.355382140900002 16.625388449550005 16.585387514950003 13.4793103924 13.531614672700002 23.051546669900002 13.552878921100001 31.504255087500002 13.431026577400003 96.720516239650024 14.451165964200003 148.06652356835002 85.705356740550016 22.574947209950004 92.913112988300014 93.216908757050007 13.131682570750003 23.296055099200004 193.42660545270004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 6 -6 -5 8 -1 10 12 -12 13 14 19 -16 18 -18 20 21 -17 24 23 -23 25 -4 -26 29 -29 -28
right_child=1 -3 9 4 5 -7 -8 -9 -10 -11 11 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=0.052203184461399869 0.0004285583033202134 0.076040550148933406 -0.0021567368632460933 0.020593366553136493 0.023504588870347919 -0.10415722486292456 -0.10633030118004619 -0.10166219263642987 -0.10092321734483807 0.039174095406876247 0.021220195323221377 -0.060990020932480953 0.046452439647156951 -0.068499960866760967 -0.077507576948321943 -0.11470301265769199 0.063934047282059134 -0.0010069732331076352 -0.12411918781797587 0.059360037813018442 0.055205830082553413 -0.0024199637781322377 0.00073208544442653458 0.07587326099340555 0.019874156570234568 0.055448683435617131 -0.028337247331549631 -0.089161028277406199 -0.010088851461829995 0.025030875321780329
leaf_weight=0.8634562169954727 4.9190815209149141 0.80025592722813588 5.1616617678137215 0.1679465071847519 0.64871479022986012 0.28127451844011375 0.98122943363478043 0.13240084756398574 0.10444733158510644 1.3519118497497391 0.85308875079499502 1.5769148585386572 1.2106110200111277 0.90936847915872832 1.7274856837721007 0.24418238532962167 1.5450922371819604 60.252671227575888 0.81814156792825088 1.7827139073633578 0.52584876203991371 1.0253214538097375 2.8259183793852571 2.2603468643501401 4.0176810645498326 2.4944926187163219 3.1655789297074062 2.127567587478552 3.1050351895391941 3.3745822033379227
leaf_count=144 126 32 89 10 9 76 394 51 32 26 21 40 20 8 21 8 59 2370 14 33 179 14 28 49 28 28 42 43 14 26
internal_value=-6.14725e-06 0.0110083 -0.000603056 -0.0295178 -0.0552745 -0.0151066 -0.087781 0.0191527 0.0356792 0.000295117 -0.000225266 -0.0321289 0.000561206 -9.40117e-06 0.000636326 -0.00301486 -0.000984673 0.000616708 -0.0632964 0.00822197 0.00132652 0.00513773 0.027994 0.0514412 -0.000819965 0.016612 -0.00927202 -0.0192187 -0.0422395 -0.000800446
internal_weight=111.255 5.71934 105.536 3.17947 2.07917 0.929989 1.14918 1.1003 0.967904 102.356 101.004 2.43 98.5743 97.3637 96.4543 65.1134 63.3859 61.7978 1.58817 31.3409 0.770031 29.5582 6.11159 3.28567 23.4466 7.65615 15.7904 11.7728 5.2326 6.54016
internal_count=4034 158 3876 716 489 85 404 227 176 3160 3134 61 3073 3053 3045 2651 2630 2429 201 394 187 361 91 63 270 117 153 125 57 68
is_linear=0
shrinkage=0.1


Tree=160
num_leaves=31
num_cat=0
split_feature=5 13 7 9 10 17 6 16 4 5 15 15 19 4 12 13 4 7 6 10 14 17 18 16 10 8 5 0 16 18
split_gain=0.0715957 0.225561 0.215734 0.349071 0.198021 0.387105 0.217734 0.16558 0.230933 0.159887 0.452143 0.167036 0.132235 0.226264 0.148772 0.514305 0.147765 0.586259 0.678266 0.477446 0.171118 0.183383 1.27334 0.769606 0.947135 0.682026 0.570091 0.446101 0.685165 0.326455
threshold=29.996566321350006 121.87049551135001 21.725272673150005 66.346857137250012 60.613977009100005 168.81379805985003 23.145540791850003 21.094950670800003 254.30081718620002 25.767562150000003 50.314162856800003 46.683480308100009 14.651182102100002 264.30477453730003 333.82192118495004 113.18408729185002 325.47117591905004 23.974509389900003 15.945372561050002 76.279622535200005 319.46956167260004 203.00435256470004 14.329845562450002 20.704951582800003 66.964115113200009 8.543332867800002 20.603398083600002 93.899777122150013 19.254954973500002 15.373697821050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 8 -1 11 -11 12 14 -14 16 -16 20 -18 19 -19 21 -6 26 24 -24 27 -23 -26 29 -29
right_child=1 -3 -4 -5 9 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 17 18 -20 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.10180364479608597 0.047103772019672065 0.099515139207559875 0.10041684550691264 -0.087585526766187194 0.0012827479506601954 -0.10361596306165605 -0.10687575274275325 0.083781855436538752 0.076213420225330009 0.071360386075643531 -0.10294062933886244 -0.028248918069534026 -0.0035326781629604269 0.055077050063697779 -0.10176099234744972 0.073780116087092812 -0.13828851869105152 -0.1252322636970277 0.034693946638423782 0.016932954944289338 0.045295991572405464 -0.030022338741236738 0.10449223603167193 -0.11842691555533535 -0.11052898191823797 -0.11546511114989631 -0.15773431993527715 0.051918723463186857 0.099211773064345948 -0.009921312725214437
leaf_weight=0.16002170393585291 0.37063496659720729 0.29921752493828535 0.17413480381947011 0.40017268463452638 85.813605628926325 0.54145926847650117 0.13584573194384575 0.31307563185691833 0.13380609848536551 0.82394180970732012 0.18163263415044639 2.0795851060756823 1.4924185224808746 1.1790677281096575 0.21002004431556887 0.81296396348625422 0.38144271340615832 0.61177002229487731 1.6051695757778359 0.38483166713092487 0.82990103810789051 0.62911403970792779 0.8981517702341052 0.51779271278064776 0.32845962255668926 0.51097208089777346 0.78649183735251427 0.99337460762035323 0.75150971929542709 6.069485834553916
leaf_count=105 31 11 9 116 2140 162 4 6 9 107 36 84 27 19 232 51 60 43 23 250 27 26 10 22 12 29 18 11 7 347
internal_value=-4.30044e-06 0.0238488 -0.000111078 -0.0228216 -0.000276128 -0.0393124 0.00756442 0.03318 -0.0207365 0.000188511 0.0398771 -0.000184876 0.000371975 0.0223349 -0.000202496 0.0377413 -0.000586386 -0.0225115 -0.00553751 -0.070336 8.0158e-05 -0.000305506 -0.0121723 0.000311986 0.00674859 -0.00339593 -0.100977 0.00363655 0.00843524 -0.00122366
internal_weight=110.42 1.24416 0.944942 0.770808 109.176 1.28421 0.742749 0.606903 0.293828 107.892 1.00557 106.886 104.807 2.67149 102.135 1.02298 101.112 2.98321 2.60177 0.996602 98.1289 97.299 11.4854 10.0697 9.55195 8.6538 1.41561 8.14283 7.81437 7.06286
internal_count=4034 167 156 147 3867 286 124 120 114 3581 143 3438 3354 46 3308 283 3025 376 316 293 2649 2622 482 438 416 406 44 377 365 358
is_linear=0
shrinkage=0.1


Tree=161
num_leaves=31
num_cat=0
split_feature=9 15 9 19 2 15 5 0 7 9 12 12 9 8 19 16 2 16 19 14 16 3 10 6 15 18 6 9 9 12
split_gain=0.0702286 0.160729 0.131548 0.460229 0.310434 0.615439 0.277508 0.239691 0.237453 0.211668 0.17922 0.234504 0.216696 0.19834 0.728968 0.875061 0.449752 0.350531 1.5415 0.547987 0.586984 0.513438 0.639883 1.17179 0.648706 0.848328 0.379634 0.588234 0.3865 0.247233
threshold=181.33671263215004 43.890399822900008 187.94830913940004 14.451165964200003 121.36426933400001 35.965617804200001 21.269675393700002 94.300357383600002 22.792619241600004 188.96048214565005 85.453317281250008 86.968866757150025 201.14010537530001 8.1436447804000007 13.751109481500002 19.144955230800004 78.595990734650016 20.404952284350003 13.951125619400001 162.62753922915002 20.604951816700005 87.162501047250018 71.015621515800021 14.365335643750003 29.329759478700002 14.773181214800003 14.185331438000002 214.31567825310003 202.86075815500001 113.54869230380002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -2 -6 -4 12 -12 -11 14 15 16 -13 18 21 -19 -21 22 24 26 -15 -26 27 28 -24 -22
right_child=2 -3 9 6 8 -7 -8 -9 -10 10 11 13 -14 17 -16 -17 -18 19 -20 20 29 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0082079173867472127 0.047573985833274136 -0.10975080542796485 -0.04697444738826885 0.099385680908314122 0.057589744661278197 -0.051170356342356588 0.024076081322330543 -0.009331550977020181 -0.009408412327850604 -0.035930221272172137 0.05749269343760547 0.076297189620999462 0.0032276179555077674 0.057273172033644043 0.063251544022158462 -0.11331320044826781 0.0026902584019971496 0.063664187737736869 -0.12387944367391364 0.065916479343451087 -0.030673467449533948 -0.082362753544685044 -0.0018664789513721588 -0.11384407814906986 -0.046121761190323886 0.07406765512960127 0.020707625382166514 0.00129654732645332 -0.11017848789443981 0.00042909844429522511
leaf_weight=5.0452758420344699 1.3946347814053281 0.16085129301063705 0.97302940225563261 0.80718385986983809 1.3649285211431563 2.3425214877352118 1.2424518888583405 1.5773532844505096 0.86375415216843965 2.9752870626543872 0.72911114781163533 0.88517099669843524 2.6918243491090834 2.9361168779432782 2.249588803126243 0.62840508716180998 13.344976673630297 1.410618832334875 1.1943252687342454 1.3363423394039262 2.6994701884686938 0.83433112525381226 0.4887803145684283 1.1229747972101893 1.9558602911420169 0.83925262514094345 3.3806966243428178 3.1308776655132533 1.0107044732430948 47.996195633173556
leaf_count=1520 13 6 30 27 22 24 37 30 39 50 12 25 67 30 58 17 675 20 26 23 41 54 11 144 38 56 37 106 50 746
internal_value=-9.93635e-06 -0.0113452 0.000555286 0.0117147 0.00029707 -0.01284 0.0537344 0.0173719 0.0316238 -0.000573767 -9.2642e-05 0.00101528 -0.0173306 0.000544371 0.010201 0.00216918 0.0072689 -0.00180445 -0.0143605 0.00216467 0.000497385 -0.00602895 -0.00174462 -0.0181791 0.0244475 -0.010034 -0.00476899 -0.0233698 -0.0748725 -0.00122707
internal_weight=109.613 5.20613 104.407 9.59283 7.54319 5.31451 2.04964 2.97199 2.22868 94.8139 93.8409 88.1738 5.66711 87.4447 17.1081 14.8586 14.2301 70.3365 16.8939 53.4426 52.032 15.6996 14.8653 9.13403 5.73123 2.79511 8.01106 4.63036 1.49948 50.6957
internal_count=4034 1526 2508 192 128 67 64 43 61 2316 2286 2169 117 2157 775 717 700 1382 552 830 810 526 472 348 124 94 204 167 61 787
is_linear=0
shrinkage=0.1


Tree=162
num_leaves=31
num_cat=0
split_feature=10 16 8 16 17 15 18 2 6 8 17 18 10 13 10 7 2 10 0 5 8 15 12 0 16 17 19 16 13 0
split_gain=0.070609 0.195052 0.218759 0.164563 0.107374 0.0932005 0.171201 0.28173 0.457683 0.147226 0.113597 0.109197 0.17021 0.184193 0.168132 0.299409 0.326051 0.245367 0.148731 0.324377 0.552807 0.280199 0.35324 0.159564 0.687665 1.01803 0.82737 0.866164 1.70773 0.898308
threshold=81.479100559500012 9.719977270450002 7.1444245619500011 9.2849782877000013 241.79519611995002 19.662799495750004 15.788786379500001 138.63208387490002 12.625294988000002 7.7439566930000003 162.13109061465002 16.587089536200001 78.895492296100016 103.23410375110002 75.634392583900009 25.818239331450005 83.586740321150003 75.408562100950022 96.959242474650011 16.569990495050003 8.0437227585500022 30.604459195950003 155.48826588285002 94.047642319350018 19.199955102150003 173.37301781405003 13.751109481500002 19.974953289850003 112.64908412395 90.407470010750018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 -2 -3 6 9 -8 -9 10 -1 14 13 -13 17 16 -16 18 19 20 -7 22 -20 24 25 -21 -26 -28 -29 -30
right_child=1 2 -4 -5 -6 11 7 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 21 23 -22 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.10449696137152975 -0.10364595522852814 -0.10031999051770685 -0.10338502818799795 0.095876177295660808 0.089314599739621484 -0.0061901644111597917 0.086025371006523979 0.078585786167070626 -0.10639922570588706 -0.1033227586262459 0.012253747018818928 0.074953754579275042 -0.013355358945855622 -0.0097081084846673965 -0.017764202142514143 0.001226684158702333 -0.098502527949154178 0.033769122031885986 -0.01560594192226466 -0.047156471347364379 0.10167017207355809 0.021916498668276028 -0.090915553130767435 -0.010657860421285531 -0.065645459671951886 0.071194121979304956 0.062663267912218754 -0.10886017811313305 -0.0013368933176002339 0.054818984976271183
leaf_weight=0.088393050925332672 0.054512489363445549 0.04082732555207258 0.38394896606496332 0.17104808914155001 0.11113451993151102 1.0862703553211748 0.72860241448506691 0.28095570963341743 0.2552723708722624 0.13498133117900568 1.4575978752209264 0.78618657077458809 0.76692764801555302 0.38176673736597877 1.4042810069367981 3.3003087001925451 0.77689580980450035 2.1330592491576672 3.2694875153829335 0.96368245391386098 0.84464783500879992 1.4033727769274262 0.76939824715736893 13.026756313733129 1.9213434356206551 2.9569027680445288 2.1971382339543188 1.4402205031365145 62.49524479822685 2.9846684858202925
leaf_count=30 403 262 250 29 16 44 19 32 13 17 248 50 37 17 24 93 167 27 47 309 12 18 69 368 95 152 32 50 1048 56
internal_value=-1.15073e-05 -0.0303557 -0.0631904 0.0476565 0.0383658 0.000202728 0.0177453 0.045537 -0.00947667 -0.00316627 0.00557845 -0.000289863 0.0232463 0.0472805 -0.000732109 -0.0177732 -0.0465217 0.000226026 -0.000524289 0.000447312 0.0409915 -0.0165771 -0.0299522 -0.000442461 0.00133282 0.0421035 -0.000917293 0.00088204 -0.00114638 0.00122277
internal_weight=108.616 0.761471 0.535911 0.225561 0.151962 107.854 2.9458 1.26483 0.536228 1.68097 1.54599 104.909 1.93488 1.16795 102.974 5.48149 2.18118 97.4922 95.3591 89.9169 1.93092 5.44226 4.03889 87.986 74.9592 3.92059 71.0386 69.1173 66.9201 65.4799
internal_count=4034 960 528 432 278 3074 359 64 45 295 278 2715 104 67 2611 284 191 2327 2300 2166 56 134 116 2110 1742 461 1281 1186 1154 1104
is_linear=0
shrinkage=0.1


Tree=163
num_leaves=31
num_cat=0
split_feature=5 13 7 6 10 17 6 5 15 15 16 4 16 0 15 16 16 5 15 2 18 18 18 7 3 2 13 5 18 5
split_gain=0.0742501 0.18967 0.181348 0.316211 0.164561 0.359434 0.200899 0.136025 0.395357 0.134733 0.133105 0.20814 0.121214 0.464866 0.191004 0.133246 0.338369 0.300709 0.500001 0.265771 0.230205 0.218851 0.240081 0.334009 0.306447 0.532002 1.2831 0.359016 0.319546 0.545413
threshold=29.996566321350006 121.87049551135001 21.725272673150005 16.585387514950003 60.613977009100005 168.81379805985003 23.145540791850003 25.767562150000003 50.314162856800003 46.683480308100009 21.094950670800003 254.30081718620002 22.704946905950003 85.495657006400009 42.841315546000011 22.664946999500003 22.654947022900004 24.279163357700003 45.169600924000008 171.97230602530001 12.794482498400003 12.909082926650003 13.043896815850003 22.516377366000004 93.281431752200021 162.53466164215004 117.64961624655002 21.500664456800006 13.843998451900001 22.53967987815
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 10 9 -9 12 11 -1 13 -6 -14 16 17 18 20 -17 -15 -22 23 -23 28 27 -27 -26 -24 -30
right_child=1 -3 -4 -5 7 -7 -8 8 -10 -11 -12 -13 14 15 -16 19 -18 -19 -20 -21 21 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.10155400418454485 0.030889480547186987 0.098783947546775094 0.10014820760525633 -0.10567528527594046 -0.089290813084600074 -0.10324178596746647 -0.10619488367373991 0.067573188891467101 -0.10265532030387298 -0.025299492085084932 0.081180233887555936 0.074150398432551085 -0.0035288211361595573 0.059396491031264709 0.03957610504163922 -0.03172619929557631 0.031671980910540097 0.042486198966464633 -0.055040959173431041 0.012682926602401227 -0.046506134595254101 -0.0083154484052722841 0.010950409967386861 0.049470357958517994 -0.028593223796567421 -0.11566634756504041 0.015045262597361001 0.019970162791359922 -0.0016686010891841009 -0.068660191056783143
leaf_weight=0.13875587752954632 0.4757086603258347 0.26874815090559423 0.15831765584880486 0.26344844720551919 0.58482577294034754 0.48691164743468107 0.12388581782579422 0.78168542185448942 0.16528298037337663 2.0974039539760261 0.29269947856664658 0.131139648379758 2.1470649545080951 0.65009515408928464 1.9722973573952911 3.5156617152388199 3.4725353908725074 1.6238405692620279 1.6757768227107579 2.1852396882604808 1.0144721481483419 1.7913251744466823 22.914505337092123 2.2650685627013445 2.7162290331907553 1.5578919833060356 1.4499267786741254 3.4632046066690236 46.130056764427309 1.2481866641360273
leaf_count=105 47 11 9 100 183 162 4 107 36 84 6 9 40 18 22 39 36 31 30 38 16 31 325 19 45 33 10 52 2340 46
internal_value=-7.92872e-06 0.0250875 0.00301917 -0.0177846 -0.000282488 -0.0375249 0.00908724 0.000132034 0.0378617 -0.000209948 0.0344729 -0.0161809 0.000304057 -0.000400477 0.0171093 0.000131756 0.00105131 -0.000150164 -0.000947093 -0.0147035 0.000116853 -0.000338937 0.000221721 0.0239518 -0.000989385 -0.018165 -0.0526565 -0.00137634 0.00125546 -0.0034335
internal_weight=107.762 1.16622 0.897475 0.739157 106.596 1.17339 0.686481 105.423 0.946968 104.476 0.562595 0.269896 102.378 98.2588 4.11936 97.674 91.9731 88.5006 86.8767 5.7009 85.201 84.5509 83.5364 4.05639 79.48 9.18725 3.00782 6.17943 70.2927 47.3782
internal_count=4034 167 156 147 3867 286 124 3581 143 3438 120 114 3354 3292 62 3109 3032 2996 2965 77 2935 2917 2901 50 2851 140 43 97 2711 2386
is_linear=0
shrinkage=0.1


Tree=164
num_leaves=31
num_cat=0
split_feature=3 17 18 4 6 18 9 9 9 15 17 6 5 9 9 9 9 15 9 9 9 6 10 3 0 15 5 5 17 2
split_gain=0.0691812 0.190307 0.0729789 0.208708 0.435323 0.305086 0.241937 0.29998 0.256666 0.314543 0.226443 0.163208 0.158803 0.158415 0.353185 0.323528 0.316432 0.300711 0.204407 0.580549 0.542691 0.370753 1.32973 0.82095 0.579716 0.445622 0.435193 0.637039 0.48811 0.341327
threshold=76.172084209950015 241.79519611995002 15.534338342150003 285.22127102665007 13.65531905435 17.399600107550004 210.65484416470002 218.52376939385002 201.97224908750002 20.520114807950005 190.79440939600002 13.78532209185 14.793211491700001 219.21617201485003 215.54845996915003 227.07958281845004 217.73656073310005 35.098844929350008 202.37225149245003 203.06170522940002 201.32298960505003 14.935348962050002 70.897329358050015 92.058183302850011 96.959242474650011 29.037712645600003 21.876867948900003 21.043187000650004 200.79056394860001 84.960908098050012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 8 12 10 -10 -4 -6 -8 14 18 17 -16 -15 20 -20 -2 22 -21 26 25 -24 27 28 -23 -26
right_child=2 -3 3 4 11 -7 7 -9 9 -11 -12 -13 -14 15 16 -17 -18 -19 19 21 -22 23 24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.1006922514822793 -0.00013649608857962923 0.03123689683778701 -0.0014519485265361517 -0.074807203417261672 0.1031667466358297 0.043961361150822463 -0.023021269011852405 -0.0014884896804571441 0.072086904004260585 0.0087915893549034667 -0.10707561308051775 0.033013905113725338 -0.10944125052012657 -0.10924542523479808 0.086745718827801382 0.027441838310914408 0.00054302729130716097 -0.0094647049492707531 -0.055691165060558892 -0.089887494114894106 0.041996409226409966 0.087480319234673296 0.056174841110672807 -0.014037207777709206 0.0024787173508422963 -0.0049830831699124757 0.092468126907692363 -0.038811019619482023 0.0055961110180667555 -0.070737064269308134
leaf_weight=0.23609294688117088 64.915900049120864 0.20365384702472511 0.67961348929384069 0.46588536609306119 0.72831111401319482 0.40368974089506082 0.3768060963484462 2.0359314966481179 1.0326383322244508 3.2755056984024122 0.28940467260690639 0.6088708874740405 0.48802835121750832 0.61441541850217507 0.87852449664205667 0.6466549215838312 0.82639858228503726 0.59406583418603987 2.3837639411649461 2.0548618877073768 3.2081869066460049 1.502211211714892 2.089581741951406 7.3765687622653786 1.1680718644056471 2.7717893940862268 1.1366998632438479 1.198419267311692 1.4124609632417557 1.3997956439561674
leaf_count=856 1839 69 63 87 9 47 16 46 30 43 43 39 28 28 26 25 25 34 43 108 71 28 41 167 12 82 28 14 38 49
internal_value=-1.16514e-05 -0.0395937 0.000151689 0.0081158 0.0354066 -0.0196703 0.00075156 -0.0224477 0.0135038 0.0239631 -0.0329973 0.0712234 -0.0717883 -0.000708221 -0.000139056 -0.0296471 0.0449621 -0.0601952 -0.000969282 -0.0088039 0.00184768 -0.00374891 -0.0186901 0.00747392 0.00100249 0.0213047 0.0376996 0.0225636 0.0477989 -0.0374327
internal_weight=107.003 0.439747 106.563 10.3847 2.20676 0.869575 8.17793 2.90077 5.27716 4.30814 0.969018 1.33718 0.864834 96.1784 94.3232 1.85514 1.70492 1.20848 92.6183 24.4942 68.1241 22.1105 9.4841 12.6264 7.42924 4.86137 5.24979 4.11309 2.91467 2.56787
internal_count=4034 925 3109 451 182 134 269 90 179 73 106 48 44 2658 2571 87 51 62 2520 610 1910 567 292 275 184 123 108 80 66 61
is_linear=0
shrinkage=0.1


Tree=165
num_leaves=31
num_cat=0
split_feature=5 3 2 16 18 3 2 10 9 8 16 3 13 10 17 5 5 6 15 0 12 13 4 7 6 18 4 9 12 5
split_gain=0.06565 0.360444 0.239664 0.180537 0.17616 0.361197 0.212036 0.168711 0.348078 0.464941 0.189576 0.138951 0.209265 0.133412 0.114105 0.107563 0.130961 0.423679 0.22363 0.880893 0.213725 0.497185 0.136595 0.444312 0.757898 0.396933 0.273391 0.443159 0.344139 0.322584
threshold=25.767562150000003 92.913112988300014 315.94243452415003 23.344945409400005 11.862896247150001 101.34142922725002 258.06114663960005 61.622148808000013 191.29995577870002 8.3434888241000014 22.764946765650006 108.56262776565002 120.87576600310001 61.45546440395001 177.64087306825002 24.453399453300005 24.279163357700003 16.505385645700006 45.169600924000008 85.963448721100022 335.9827356823501 113.18408729185002 325.47117591905004 24.024273989350004 15.945372561050002 16.587089536200001 292.37128869975004 192.98754432855 262.37111365865002 23.545618314050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 11 13 14 8 9 -1 15 -3 -13 -6 -7 16 18 -18 20 -20 22 -22 26 -24 25 -25 29 28 -28 -9
right_child=1 2 -4 -5 5 6 -8 10 -10 -11 -12 12 -14 -15 -16 -17 17 -19 19 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.082328740810510434 0.101188291717153 0.074678022299620769 -0.10154818632158813 -0.10449457793403019 0.086368140231744647 -0.10487963780132988 0.10062896822503931 4.9549519006550244e-05 -0.1079908730730411 0.070298043856815248 0.040852524538864204 -0.10148524556652508 0.10293613216128941 -0.011421529704746263 0.043707873501063553 -0.022713150167586314 0.07446781142215099 -0.02651915140679395 0.016870502250607777 -0.10665677318951938 -0.10131397454982577 0.10061120037705584 -0.1378248571349181 -0.11882625796547137 0.044389095297413174 0.013690455459926702 -0.11652764472990158 0.026886802564088548 0.10309956005917134 -0.038491059184119714
leaf_weight=0.36034288422069838 0.41445214767554661 0.64739255276435992 0.21135852249062725 0.12918426608666767 0.34901005076244451 0.44071659202018054 0.06811613253375981 82.686391822264795 0.44427397058461793 0.4473950881510973 1.1254785712808359 0.12445307328471245 0.083795212209224701 0.23241623674039147 0.058547936234390363 2.1183462136987137 0.89927107645234972 0.77215011412044987 1.512785829327185 0.93354411562904704 0.15715963418563106 0.54407634679228067 0.29723282820964358 0.64925310284002113 1.242778886167798 0.34675780000031864 0.37370365911919989 6.2899722174897761 0.088179320096969604 2.2303086674073702
leaf_count=53 17 42 65 10 25 162 4 2137 48 12 15 125 1 38 24 112 43 7 18 33 220 44 53 90 22 213 113 241 1 46
internal_value=-3.39556e-06 0.0152194 2.5303e-05 0.0100872 0.0174719 -0.00811271 -0.0648748 -0.000409179 -0.0368951 0.00220916 3.75016e-05 0.0518224 -0.0192299 0.0472782 -0.087455 -0.000416676 6.02975e-05 0.0278146 -0.000416212 -0.0302687 0.000353279 0.0553561 -5.61488e-05 -0.0229498 -0.00769845 -0.072691 0.000577208 0.0199444 -0.074598 -0.000962707
internal_weight=106.279 2.75944 2.34499 2.13363 2.00445 1.14881 0.567381 103.519 1.25201 0.807738 102.267 0.855641 0.208248 0.581426 0.499265 101.142 99.0236 1.67142 97.3521 2.44633 94.9058 0.701236 94.2046 2.53602 2.23879 0.996011 91.6686 6.75186 0.461883 84.9167
internal_count=4034 513 496 431 421 253 190 3521 113 65 3408 168 126 63 186 3393 3281 50 3231 51 3180 264 2916 378 325 303 2538 355 114 2183
is_linear=0
shrinkage=0.1


Tree=166
num_leaves=31
num_cat=0
split_feature=10 16 8 16 17 15 18 2 6 8 17 18 18 10 10 16 4 15 8 7 3 19 13 7 8 16 8 17 0 17
split_gain=0.0670887 0.171238 0.194667 0.150927 0.0872154 0.0783143 0.137976 0.205074 0.405412 0.128296 0.100683 0.0803773 0.181194 0.324685 0.139462 0.170127 0.425938 0.0778747 0.0864572 0.0738708 0.218678 0.193821 0.224093 0.131077 0.331015 0.214678 0.55662 0.409471 0.29239 0.196864
threshold=81.479100559500012 9.719977270450002 7.1444245619500011 9.2849782877000013 241.79519611995002 19.763739472850002 15.788786379500001 138.63208387490002 12.625294988000002 7.7439566930000003 162.13109061465002 16.587089536200001 16.304170230500002 80.468240302450013 78.895492296100016 15.089964713100001 274.40025405315004 19.215947067900004 7.6440346712000009 19.716522186550005 103.48681881535002 13.851117550450002 116.35915634395 21.844899366700002 8.2435668022500028 22.704946905950003 8.543332867800002 189.19102531915004 85.57631075030001 184.67080164680002
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 6 9 -8 -9 10 -1 12 19 -14 15 -13 -17 18 -12 20 -7 22 -22 24 -21 28 -27 -28 29 -25
right_child=1 2 -4 -5 -6 11 7 8 -10 -11 17 14 13 -15 -16 16 -18 -19 -20 23 21 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.10404569284074804 -0.10366064821340722 -0.10026353684477621 -0.10311782181848586 0.09500493849176278 0.086951616688718245 0.074928947754224748 0.072847769358645273 0.076545192583914498 -0.10583526928143268 -0.10286019408138214 -0.060255573728089921 0.09949348924622875 -0.10813708236270161 0.006509428842753304 -0.01210393265520208 -0.10795300922231224 0.064771941767964053 0.079774285295837383 0.013817257031011769 -0.080946847348742246 -0.10644815387515634 -0.10193497042108882 0.047052115234343744 -0.014752257178981315 -0.0015224301615919301 0.06996287399603851 0.02111464118113679 -0.082627307524737903 -0.00021115419286642196 -0.10499866987328427
leaf_weight=0.080165687038060596 0.050950615622240458 0.033301949174756373 0.34770491568633588 0.15329261984516052 0.098434842635469977 0.50449573912192025 0.78221194399520733 0.25771036261630798 0.23124979665590217 0.11894176926944044 0.18396458475945077 0.36321702470740891 0.43368576071224996 0.5739331201184541 0.76099904518923711 0.20043550513219088 0.49624189933092566 0.14811467757681374 1.0984016731381416 0.7085490047684283 0.11800641975605686 0.1758615044382168 0.49010118381556822 0.53931275076320062 2.0226846573641524 1.5005902652628713 1.14137333232793 0.57070170535007481 90.980654800440334 0.43804402214118454
leaf_count=30 403 262 250 29 16 27 23 32 13 17 229 6 41 20 37 22 39 24 4 251 102 66 76 13 75 35 35 39 1747 71
internal_value=-7.64518e-06 -0.0312315 -0.0638961 0.0454457 0.0396252 0.000195818 0.0163981 0.0410916 -0.00971019 -0.00286423 0.00500902 -0.000264871 -0.000643261 -0.0428352 0.0205567 0.0440069 0.0150786 0.0111206 0.00319098 -0.000214657 0.0235735 -0.00947449 0.0172646 -0.000527727 -0.0221271 9.21364e-05 0.0255021 -0.0134666 -0.000795592 -0.0552
internal_weight=105.603 0.683685 0.479442 0.204243 0.131737 104.92 2.90076 1.27117 0.48896 1.62959 1.51065 102.019 100.198 1.00762 1.82089 1.05989 0.696677 1.43048 1.28237 99.1904 1.28846 0.783969 0.608108 97.9019 2.73123 95.1707 3.21267 1.71208 91.958 0.977357
internal_count=4034 960 528 432 278 3074 372 68 45 304 287 2702 2598 61 104 67 61 257 233 2537 271 244 178 2266 326 1940 109 74 1831 84
is_linear=0
shrinkage=0.1


Tree=167
num_leaves=31
num_cat=0
split_feature=18 18 18 3 16 0 9 7 18 5 15 2 18 2 9 12 9 5 5 18 9 4 16 5 14 15 13 7 7 7
split_gain=0.06501 0.76092 0.449664 0.465483 0.41314 0.558109 0.39281 0.495291 0.28399 0.258271 0.381669 1.04463 0.4465 0.313995 0.303856 0.538839 0.523415 0.677681 0.689043 0.392113 0.321562 0.28214 0.278562 0.320033 0.277394 0.243554 0.205581 0.196182 0.312403 0.227977
threshold=13.4793103924 13.531614672700002 13.431026577400003 92.864720741950009 22.614947116400003 86.329079026800017 196.26893085885004 23.779256055650006 13.754580103150001 24.367802910700004 39.540459766400012 217.08409765600001 13.552878921100001 291.13287832620006 196.26893085885004 209.59843599465003 194.31002311890003 19.327153142150006 17.621651749750004 14.030930991100002 197.55459634620004 325.47117591905004 19.644954061550003 16.632399885950004 386.40253150000007 28.176737565850001 116.86189801435002 23.445318439400001 23.626037400350004 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=2 -2 -1 -4 5 8 -6 -8 -3 10 12 -12 -7 -13 15 16 17 18 22 -18 -16 27 23 -14 -23 -26 -9 -22 -29 -30
right_child=1 4 3 -5 6 9 7 26 -10 -11 11 13 14 -15 20 -17 19 -19 -20 -21 21 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.0008236273097128907 -0.06294087963872369 -0.12135973153882261 0.10201636351579574 0.0017294220818253507 0.056744141859620692 0.1006832840842074 -0.060015509092865044 0.066030570966975941 -0.0074105496461467236 0.065263617641533253 -0.11721913334714958 0.031555926401099388 0.0028355930334440192 -0.052384450781618623 0.038235648603054756 -0.13413144041880337 -0.022640768871241324 0.066703855663072395 -0.090653520041213298 -0.11307257110989347 0.037257266288375834 -0.092012545743805227 0.10006486736240057 -0.10910883610290832 -0.10154790906420433 0.070050095362840334 0.010539958402595764 -0.062331606703944997 0.049192513678874616 0.00024521578271166785
leaf_weight=38.674112174328911 1.9847100871311329 0.59445456440107491 0.91464960506709647 0.93691046533058397 2.2626034230052019 0.43369286060260392 0.91349547955906008 0.82115151360630978 0.34602959844050929 0.56933437130828579 1.0570942088961595 1.4108240373534502 4.0101687701871889 0.65139294936670911 2.3697518016851964 0.38057460351046835 1.2571261967532339 1.2661418152929398 0.9758929758445446 0.77511293724091945 1.4894141831900913 0.63739797172820434 0.27202702616341401 0.27275162542719034 0.1210254287184398 0.26127681447542273 3.5713463762658648 0.78108492400497098 0.97886855527758498 34.100864730873582
leaf_count=1171 30 26 24 21 21 53 21 29 30 24 25 26 506 43 27 454 22 43 57 51 30 59 6 17 74 33 82 10 8 1011
internal_value=-1.09174e-05 -0.00198139 0.00312845 0.05127 -4.8106e-05 -0.00306184 0.0218572 0.00698061 -0.0794347 -0.00173347 -0.00244641 -0.0363909 -0.000344839 0.00504166 -0.00122203 -0.0176261 -0.0126043 0.00070919 -0.0143986 -0.0571322 0.00248635 0.000278454 0.00193898 -0.00429343 -0.0516191 0.0157273 0.0209136 0.00169531 0.000218311 0.00161105
internal_weight=105.091 64.5656 40.5257 1.85156 62.5809 55.0123 7.5686 5.30599 0.940484 54.0718 53.5025 3.11931 50.3832 2.06222 49.9495 9.2098 8.82922 6.79698 5.53084 2.03224 40.7397 38.3699 4.55495 4.28292 1.0197 0.382302 4.3925 37.3502 35.8608 35.0797
internal_count=4034 2818 1216 45 2788 2635 153 132 56 2579 2555 94 2461 69 2408 1156 702 629 586 73 1252 1225 529 523 166 107 111 1059 1029 1019
is_linear=0
shrinkage=0.1


Tree=168
num_leaves=31
num_cat=0
split_feature=19 17 17 2 12 13 6 8 7 7 14 10 13 6 10 2 4 18 6 7 9 17 7 16 14 5 5 16 3 7
split_gain=0.0710978 0.144432 0.305138 0.0870755 0.221602 0.143109 0.116087 0.314169 0.218147 0.185889 0.106803 0.306272 0.651706 0.58164 0.49248 0.373509 0.408625 0.505267 0.515291 0.340203 0.611872 0.441225 0.282124 0.295311 0.348147 0.277246 0.67807 0.379589 0.271088 0.524081
threshold=14.651182102100002 198.49975298390004 193.82841840970002 49.864842700850012 79.133367176650012 114.13311301190002 17.755414852450006 9.5425530862500008 23.626037400350004 21.725272673150005 241.71484286130001 62.025417527550012 117.49368567500001 16.525386113000007 62.057679025150001 200.74412770730004 306.68497083700009 13.86460725495 15.760368238450001 23.604435110900003 189.46063690070002 187.51563899930002 26.0252225485 22.664946999500003 462.73967702205005 22.213482503200002 22.468249633400003 22.674946976100003 93.431985407450014 23.397000037200005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 10 8 -8 -9 -6 25 15 14 -14 19 -17 -18 22 20 21 -13 23 24 -19 -12 -27 28 29 -28
right_child=1 -3 -4 4 6 -7 7 9 -10 -11 11 12 13 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.019945167431268063 -0.010881810815108554 -0.0010140010623633125 0.089049368290914782 -0.081520479669859133 0.0029120040089759833 -0.011648247472041432 -0.11774702045021535 -0.050147397146097498 0.055028200463395106 0.046892815930469657 0.04672636515517567 -0.10541902384195817 -0.036256506401300147 0.013180952637049968 -0.11849111286803085 0.051792440530203876 -0.12100765253048576 -0.098787686270824737 0.067417851236811377 -0.0033882479220614745 -0.057094606758537697 0.087668215383139569 0.016666115248138522 0.10165037905034187 0.099332691369041312 -0.086623718307176745 0.068986713470787109 0.06570540895461284 -0.0078306187239304808 -0.009976949846353278
leaf_weight=2.0421898160202536 0.58099259642767653 2.2435591764515266 0.64453369658440351 0.54605979064217425 54.789067352168786 0.63283976286766119 0.44474986672139383 0.32346982321178075 0.087446566336438991 0.50649788383452687 1.6529459306784691 0.15048487920467879 1.8080790889835037 1.1882695620297452 1.2193848550596156 2.2709163526169496 0.32784149938470397 0.78657060330010686 1.0258707009606949 13.941450367544119 3.0086497352458537 0.55413192883861484 1.0493024903615831 0.10402806010097265 0.09996876246350439 0.78816275484859843 1.5678950175642952 1.0794126628315996 7.0009517973567199 1.8117493242025373
leaf_count=41 27 36 14 39 1624 15 152 37 19 20 20 71 51 12 48 51 30 215 37 586 36 38 477 9 24 7 14 29 216 39
internal_value=-9.2621e-06 0.0140666 0.0416744 -0.000493649 -0.000916262 -0.0440127 -0.000395638 -0.0293841 -0.0893579 0.00907257 1.47237e-05 -0.00381622 -0.00992489 -0.0461078 -0.0693785 -0.00338361 0.0189595 -0.00301168 0.00960648 -0.0105524 -0.03745 0.0464306 -0.0194674 -0.0577435 -0.0764471 0.00828367 0.00309565 0.00926611 0.00339734 0.0266561
internal_weight=104.277 3.46909 1.22553 100.808 98.7662 1.1789 97.5873 1.36216 0.532196 0.829968 96.2251 41.4361 27.5349 4.21573 3.02746 23.3192 5.6645 3.39358 3.06574 17.6547 3.71327 0.704617 2.03987 0.990567 0.886539 13.9011 12.2482 11.46 10.3806 3.37964
internal_count=4034 77 41 3957 3916 54 3862 228 171 57 3634 2010 1685 111 99 1574 843 792 762 731 145 109 725 248 239 325 305 298 269 53
is_linear=0
shrinkage=0.1


Tree=169
num_leaves=31
num_cat=0
split_feature=5 13 7 7 2 10 17 6 19 6 7 5 0 7 7 12 7 7 7 15 12 13 7 0 7 10 0 0 15 16
split_gain=0.0633764 0.153056 0.131869 0.256038 0.174448 0.12818 0.286943 0.162496 0.106708 0.163288 0.124904 0.106249 0.120009 0.101914 0.269706 0.191146 0.180322 0.184035 0.204936 0.176833 0.219714 0.169474 0.224117 0.258555 0.470979 0.421316 0.31363 0.190926 0.143076 0.13006
threshold=29.996566321350006 121.87049551135001 21.725272673150005 19.078733418100004 319.18044405035005 60.613977009100005 168.81379805985003 23.145540791850003 14.651182102100002 16.505385645700006 19.716522186550005 28.449653740450003 76.451683855550016 22.105125139000005 22.181995028450004 162.55248274650003 21.946499523750003 20.536324995400005 21.147833206800005 27.201366220250005 161.47699165635004 117.80016990185001 22.381996090050006 85.764502819450016 22.721067571950005 61.923256118600001 85.667718326750006 85.683849075550015 43.216642080150002 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=5 2 3 4 -2 6 7 11 10 -10 -7 12 -1 15 -15 16 17 -12 19 20 -19 22 27 24 26 -26 -24 -16 -20 -25
right_child=1 -3 -4 -5 -6 8 -8 -9 9 -11 13 -13 -14 14 21 -17 -18 18 28 -21 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=-0.10156865065722374 0.06243803430904879 0.098608843985062436 0.099713729503669413 -0.10699808392787243 -0.10076013487308509 0.063830411014295069 -0.10248988437396044 -0.10522983391111718 0.0012476496507684775 0.04875160207201882 -0.10382428036379515 0.074113074609388471 0.05519811923390882 0.060424283040037011 -0.071130280291326717 -0.10784158678967351 -0.069019984598586243 -0.1071361884161008 -0.046714260178412965 0.097814760529017122 0.10304188009534793 0.046401363282743781 0.011616580371288623 -0.0002512932297285974 0.10123751544177879 -0.10388465401968763 0.092066572062765029 -0.008835198682917279 0.013336879549079785 -0.018234226787917997
leaf_weight=0.096884216099168863 0.33154218986055539 0.22091478970833123 0.11975001241080463 0.20279470903551555 0.081624933511193376 0.30107620937428592 0.3915933319258329 0.10266093537211418 2.0263457877153992 1.1255024392157791 0.16104792752594255 0.27205728878834634 0.098457099637016654 0.73061841374146652 0.81708514182537273 0.22266585656643645 0.45922056198469352 0.11678243023607171 0.67171475340910525 0.38172381452750415 0.086635395884513855 0.76201664190739293 0.91098461110777806 84.986027944108173 0.13407999838818785 0.39551395885609963 1.0352721500676123 1.2365699135843895 0.9692667811177671 4.221608816413208
leaf_count=71 81 11 9 34 32 39 162 4 29 29 119 40 9 22 17 98 19 81 53 20 1 15 27 2785 5 90 17 35 5 75
internal_value=-6.54946e-06 0.0256135 0.0036949 -0.0149723 0.0301967 -0.000245163 -0.0365829 0.00869077 9.82645e-05 0.018211 -0.000480727 0.0337127 -0.0225541 -0.000677703 -9.96615e-05 -0.0186138 -0.0116337 -0.000594291 0.00687384 0.0576846 -0.0176216 -0.000567601 -0.000949426 -0.000217614 0.0316588 -0.0519528 0.0544103 -0.0336205 -0.0112443 -0.00110231
internal_weight=103.67 0.956627 0.735712 0.615962 0.413167 102.713 0.961653 0.57006 101.752 3.15185 98.5999 0.467399 0.195341 98.2988 95.2298 3.06906 2.84639 2.38717 2.22612 0.585142 0.203418 94.4992 93.7371 91.6835 2.47585 0.529594 1.94626 2.05366 1.64098 89.2076
internal_count=4034 167 156 147 113 3867 286 124 3581 58 3523 120 80 3484 3088 396 298 279 160 102 82 3066 3051 2999 139 95 44 52 58 2860
is_linear=0
shrinkage=0.1


Tree=170
num_leaves=31
num_cat=0
split_feature=2 17 12 9 9 7 16 9 14 5 8 6 9 6 7 7 17 4 16 8 18 7 9 17 15 15 10 17 3 15
split_gain=0.0592792 0.218986 0.355095 0.185915 0.300274 0.181675 0.230287 0.166504 0.130926 0.621062 0.240893 0.323137 0.182333 0.180755 0.146016 0.136567 0.319527 0.279378 0.266417 0.270599 0.28802 0.250175 0.24431 0.362391 0.687887 0.333797 0.533751 0.295498 0.386221 0.526103
threshold=67.858768990950011 199.03437346465003 88.640149746550023 189.78071820640002 197.90890142995002 23.899651152000004 15.454963859600001 197.55459634620004 162.62753922915002 20.305669781650003 8.9430209551500024 18.080422446150003 225.10873817095003 16.565387047600002 21.725272673150005 23.109894804950002 197.01076493205002 168.01744813895002 22.694946929300002 8.7431769115000026 13.754580103150001 23.085048345000001 207.04102956050002 196.31479727660005 29.037712645600003 23.908355817750003 80.882262854550007 195.18216166535004 93.281431752200021 42.246988155050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 9 -2 15 12 -12 -11 -13 16 21 -17 19 22 -21 -10 27 24 25 26 -24 -19 -29 -30
right_child=8 7 -4 4 5 6 -8 -9 10 13 11 14 -14 -15 -16 17 -18 18 -20 20 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.032885126251877304 0.083258598697324951 0.074784783210855937 -0.070248428563157619 -0.042286396581089729 0.025833834440805101 0.0073117570280956945 -0.055511662677813434 -0.0050291777896502125 -0.0017731184940790084 -0.063311059018853547 -0.10806922552811818 -0.048272924611616273 -0.021359122121188671 0.0055461300972102024 0.037192350374070891 -0.056355431149835704 -0.067508262091896754 0.012938409568047102 0.06790789176494684 0.00011402304226822466 0.058996275021333346 -0.066813454257443047 -0.10675422611372486 -0.00084472717351564888 -0.12250975944691744 0.014148551746920014 0.049811361859572655 0.00048120188232141027 -0.12240600444613384 -0.0018933313896238658
leaf_weight=1.0840531980647918 1.0609531236987089 0.53554951865225919 0.95158797129988659 2.1754990831759642 1.9612294524558818 1.6744738763300122 0.89553557289764274 0.5105539308860898 20.281628527462551 0.4931001363943327 0.61257264082087093 0.3002820438123307 0.40142608465976082 1.6804542219360881 0.59801056832657196 0.7818948628846546 0.81461698765224255 23.789300849659526 0.64140519907232274 1.5882599882315838 1.7416879787342621 0.60915853732239966 0.71208615717478074 10.450416021064028 0.7566353425499982 1.6056980243811265 0.3136540995346877 22.736226617904325 0.62058202397929452 0.8702062323136488
leaf_count=43 37 8 14 34 39 31 32 34 1016 23 37 31 16 63 39 18 39 890 43 10 32 14 28 465 56 33 110 750 10 39
internal_value=-3.95005e-06 -0.00740792 -0.0125819 -0.00553834 -0.011749 0.00291239 -0.0145794 0.0358313 0.000771499 0.0205394 6.28387e-05 -0.0350514 -0.0737421 -0.0100751 0.00862294 0.000823183 -0.00606554 0.003068 0.00377384 0.00314277 0.0309117 -0.00366964 0.00164784 -0.0100589 -0.0384796 -0.0143178 -0.0588791 0.00502175 -0.00275188 -0.0520601
internal_weight=103.249 9.78848 8.74238 7.79079 6.70674 4.53124 2.57001 1.0461 93.4603 3.23451 90.2257 1.91229 1.014 2.17355 0.898293 88.3135 21.7054 66.6081 65.8262 65.1848 3.32995 20.8908 61.8548 13.8385 3.38807 2.63144 1.02574 48.0163 24.227 1.49079
internal_count=4034 235 193 179 136 102 63 42 3799 123 3676 123 53 86 70 3553 1069 2484 2466 2423 42 1030 2381 692 227 171 138 1689 799 49
is_linear=0
shrinkage=0.1


Tree=171
num_leaves=31
num_cat=0
split_feature=10 16 8 13 17 15 18 19 6 8 17 18 18 10 10 16 4 9 19 9 16 9 9 10 10 13 2 5 15 7
split_gain=0.0649156 0.146119 0.175771 0.137206 0.0778222 0.0649517 0.131817 0.190942 0.140436 0.108683 0.0876982 0.0677617 0.148545 0.287984 0.115673 0.161714 0.36836 0.0705389 0.166182 0.146185 0.192455 0.124009 0.31219 0.107255 0.281216 0.403097 0.362884 0.221317 0.334536 0.313972
threshold=81.479100559500012 9.719977270450002 7.1444245619500011 95.862351557400004 241.79519611995002 19.763739472850002 15.788786379500001 12.250988447150002 12.865300595700001 7.7439566930000003 162.13109061465002 16.587089536200001 16.304170230500002 80.468240302450013 78.895492296100016 15.089964713100001 274.40025405315004 223.29399794390005 14.051133688400002 219.21617201485003 18.964955651700002 215.54845996915003 217.30761232770001 75.634392583900009 78.10777406390001 101.12097566055002 83.777728670400009 16.569990495050003 22.516911658450002 24.638209564850005
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 6 9 8 -8 10 -1 12 17 -14 15 -13 -17 19 -19 21 -21 23 -23 27 26 -26 -25 28 -7 -30
right_child=1 2 -4 -5 -6 11 7 -9 -10 -11 -12 14 13 -15 -16 16 -18 18 -20 20 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.10375711876876609 -0.10343760512610048 -0.10023436160982523 -0.10288958292670557 0.093804699065937261 0.085687663866801336 0.060978750406665339 0.099449491930050662 -0.02265860664898588 0.015614550188944554 -0.10257179391548091 0.0090322825211034859 0.099031043837349189 -0.10708294959205662 0.0052976473718211996 -0.0098587819202585279 -0.10714759051285234 0.060779644638163911 0.067135873354883691 -0.0095931804417908953 -0.0048348902926796658 -0.072096024603065592 0.07607380489076164 -0.0025217368750599604 -0.013539644874625514 -0.017180596788991413 0.099346137069234675 -0.10587736930574837 -0.0010198893775620289 -0.040900744033342581 0.025566571097956931
leaf_weight=0.072590463223377255 0.047633971051140089 0.030014831273319942 0.31615148620221589 0.13584271911531687 0.090081333255511709 1.4634285754564178 0.50589523816870474 0.33875351537426468 0.33026018834061688 0.10383173470472673 1.3698013090836409 0.33067167868830327 0.38185131491627444 0.56605089083313942 0.75955868882010691 0.18267372518312186 0.4584641296605696 0.50796725082909577 0.63529106328496709 1.230139946201233 0.65028139077185176 0.7479360692086624 1.5584313499566631 1.3600581888458685 1.0684574250512922 0.41108171535552163 0.6194575243462167 83.106232180708503 1.0707427316119722 2.1134096932364628
leaf_count=30 424 262 250 8 16 28 36 17 15 17 257 6 41 20 37 22 39 23 33 33 28 21 41 20 52 31 105 2004 67 51
internal_value=-9.89926e-06 -0.0322769 -0.0637673 0.0425969 0.0392214 0.000186256 0.0154284 0.0406774 0.0663368 -0.00375725 0.00335599 -0.000231754 -0.000580012 -0.0399736 0.0193781 0.0422295 0.0129336 -0.000193228 0.0244987 -0.000489133 -0.0280949 6.59452e-05 0.0229662 -0.000513099 -0.0177848 0.0151957 -0.0424352 0.000167712 0.0214039 0.00321544
internal_weight=102.563 0.619724 0.436248 0.183477 0.120096 101.943 2.72113 1.17491 0.836155 1.54622 1.44239 99.2222 97.4908 0.947902 1.73137 0.97181 0.641138 96.5429 1.14326 95.3997 1.88042 93.5192 2.30637 91.2129 3.45905 1.47954 1.97952 87.7538 4.64758 3.18415
internal_count=4034 960 528 432 278 3074 372 68 51 304 287 2702 2598 61 104 67 61 2537 56 2481 61 2420 62 2358 208 83 125 2150 146 118
is_linear=0
shrinkage=0.1


Tree=172
num_leaves=31
num_cat=0
split_feature=5 13 10 18 10 5 7 6 19 6 2 12 6 8 14 16 6 7 16 15 16 5 3 5 15 10 16 0 18 15
split_gain=0.0598045 0.137416 0.113536 0.260441 0.125062 0.245592 0.111288 0.223295 0.0961584 0.130385 0.0854874 0.251876 0.132881 0.185061 0.0937588 0.272611 0.63169 0.451264 0.233354 0.737634 0.473143 0.381373 1.47727 0.480468 0.83055 0.745755 0.436675 0.394138 0.333678 0.443496
threshold=29.996566321350006 121.87049551135001 60.613977009100005 11.80968402675 57.041016153700006 29.026000224750003 21.725272673150005 16.585387514950003 14.651182102100002 16.505385645700006 49.864842700850012 79.133367176650012 17.755414852450006 9.5425530862500008 241.71484286130001 22.654947022900004 16.535386346650004 23.549545123900007 22.614947116400003 38.992510055900006 22.624947093000003 21.566902724800006 90.203147192800017 20.305669781650003 33.928396949100005 62.181348099150007 22.554947256700004 86.692020874450009 13.142272494650003 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=2 6 3 4 5 -1 7 -2 10 -10 -4 -12 14 -14 18 -16 17 -17 19 21 -20 23 -23 24 28 26 27 -25 -13 -30
right_child=1 -3 8 -5 -6 -7 -8 -9 9 -11 11 12 13 -15 15 16 -18 -19 20 -21 -22 22 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.10294317256930297 0.030192119026114364 0.097982937745765969 0.020681193971052184 -0.10187347734782015 0.073393753130763337 0.069998378015105819 0.099332232133962167 -0.10348262061757332 0.0023407844629931792 0.045331532632569567 -0.049518245826330465 0.083107763713484731 -0.096558512195448531 0.0069632798308494189 -0.0069741246080718593 0.011323395856730908 -0.05754307428785526 0.079468079142980041 -0.059160418512052428 0.059751196159488429 -0.0016958446448499865 -0.24879987270534551 0.0088199238434107964 0.088797516467998272 -0.11391150459722328 0.073410127803758038 -0.02082047662532396 0.0062004994301413131 0.0057140592671197418 -0.027860249834118802
leaf_weight=0.18958487184909145 0.38588113050354778 0.20358353818301111 1.8738243690095249 0.356868600903681 0.19096379727125168 0.14485261150548467 0.10410205426160246 0.18481187305951607 2.0103493506612717 1.086870447732508 1.0532505493938504 0.49283077649307117 0.34037980197172046 0.35050446906825528 34.524577649963646 3.1265938811520746 0.94058231904637057 1.4100262867286799 1.6425238959491242 2.4379006904782718 11.222781013580969 0.29064172911603126 0.95061629415840798 0.91686280076100901 0.63699684198945661 2.3949162036697089 2.8118939455598593 1.561872065067291 23.572911046296671 4.7225894492585203
leaf_count=84 47 11 30 185 5 12 9 100 29 29 46 16 12 34 1786 47 18 49 21 39 148 7 194 64 15 48 18 6 790 135
internal_value=-7.63573e-06 0.025973 -0.000233017 -0.0359492 0.00882855 -0.0280382 0.00424787 -0.0130968 8.09277e-05 0.017427 -0.000471368 -0.000886837 -0.000343942 -0.0440391 -2.16139e-05 -0.00368601 0.01704 0.0325034 0.00271031 0.006414 -0.00903239 0.00302355 -0.051502 0.00484728 -0.00096783 0.0271114 0.00615325 0.0367524 0.00153126 0.000110424
internal_weight=102.133 0.878379 101.255 0.88227 0.525401 0.334437 0.674795 0.570693 100.372 3.09722 97.2751 95.4013 94.348 0.690884 93.6571 40.0018 5.4772 4.53662 53.6553 40.79 12.8653 38.3521 1.24126 37.1109 29.4253 7.68555 5.29063 2.47873 28.7883 28.2955
internal_count=4034 167 3867 286 101 96 156 147 3581 58 3523 3493 3447 46 3401 1900 114 96 1501 1332 169 1293 201 1092 956 136 88 70 941 925
is_linear=0
shrinkage=0.1


Tree=173
num_leaves=31
num_cat=0
split_feature=5 3 2 10 9 8 16 0 6 12 18 0 3 13 10 0 8 0 8 8 0 5 6 0 15 19 10 0 15 2
split_gain=0.0575881 0.290173 0.209407 0.141739 0.286242 0.344582 0.150345 0.166757 0.337275 0.131918 0.177721 0.202827 0.160649 0.168328 0.134986 0.105729 0.266645 0.249093 0.248011 0.179684 0.105531 0.505862 0.293379 0.22875 0.230018 0.880554 0.21395 0.438506 0.438296 0.795716
threshold=25.767562150000003 92.913112988300014 315.94243452415003 61.622148808000013 191.29995577870002 8.3434888241000014 22.744946812400002 85.667718326750006 16.545386580300001 69.826413229550027 11.928667296000002 78.626646483100004 108.56262776565002 120.87576600310001 61.778079379550007 85.812895065800021 8.2435668022500028 85.861287312150012 8.4434108459500017 8.7431769115000026 85.995710218650018 23.389417063900002 17.755414852450006 86.054856297550018 45.169600924000008 14.451165964200003 62.041548276350007 86.329079026800017 42.246988155050012 201.70502722175004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 9 4 5 -1 7 8 -5 -3 12 -12 -11 -14 -13 16 -9 -17 -18 -20 21 -19 23 -22 26 -26 -25 -28 -29 -30
right_child=1 2 -4 6 -6 -7 -8 15 -10 10 11 14 13 -15 -16 17 18 20 19 -21 22 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.078175096170660208 0.1007555958723805 -0.10371915735089864 -0.10138582580935934 -0.091497689213114144 -0.10730957078665777 0.064150023952628102 0.026975571639414088 0.049113164886905925 0.0011514509010248379 0.079693357370543338 -0.06796972488774429 0.072005389463149425 -0.10148299782423308 0.1021700046780302 -0.043809319665842297 -0.054598613701111076 -0.033408519596799961 -0.050106951018413143 0.038894298514438666 -0.0089089635432098076 0.039119960533892072 0.012134106164908705 -0.065207216631620879 0.013441510548341513 -0.11679339178873266 0.020962417461059098 -0.048099215677265751 0.0018810618298099526 -0.1199783581076151 0.0074542408762004369
leaf_weight=0.30403367506369139 0.3413543560145621 0.093673746392596402 0.18221825809450809 0.60501001896591233 0.37256210666237166 0.38618234172463417 2.0301472381688646 1.516741624334826 1.1208253548138598 0.56842781089835603 0.37415942867846752 0.29088382021291181 0.11452734858812619 0.062862850725650787 0.15387477835065511 0.85362984123639662 1.4532675681693943 2.2449806168442583 1.6792708435095849 1.4787137629464266 1.5533170197159041 3.1213544521015137 0.6725391045329151 12.101695334713439 0.76876678806729515 1.1705517582595346 1.9210578906349827 62.024873595376789 0.83813466876745168 1.179680061235558
leaf_count=53 17 10 65 165 48 12 24 24 78 44 185 30 127 1 34 18 27 39 22 21 13 24 17 128 27 24 42 2670 16 29
internal_value=4.85707e-06 0.0160752 0.000370781 -0.000347921 -0.0366716 0.00145714 4.46566e-05 -0.000523061 -0.0313277 0.0115513 0.018452 -0.0137101 0.0537665 -0.0293132 0.0319365 3.90505e-05 0.0127416 -0.000841005 0.000778256 0.0165106 -0.000317139 -0.0139041 0.000569544 0.00111195 0.000374011 -0.0336455 0.00121913 -0.00102319 0.000388932 -0.0454771
internal_weight=101.579 2.18198 1.84063 99.3973 1.06278 0.690216 98.3346 96.3044 1.72584 1.65841 1.56474 0.818918 0.745818 0.17739 0.444759 94.5786 6.12799 88.4506 4.61125 3.15798 87.597 5.36634 82.2306 81.5581 80.0048 1.93932 78.0654 65.9637 64.0427 2.01781
internal_count=4034 513 496 3521 113 65 3408 3384 243 431 421 249 172 128 64 3141 94 3047 70 43 3029 63 2966 2949 2936 51 2885 2757 2715 45
is_linear=0
shrinkage=0.1


Tree=174
num_leaves=31
num_cat=0
split_feature=18 18 0 16 16 3 6 16 9 6 3 10 16 0 8 7 9 7 12 7 19 18 7 9 7 9 17 18 2 9
split_gain=0.0581048 0.549413 0.455823 0.388184 0.796553 0.632163 0.80904 0.489979 0.42744 0.343535 0.495148 0.334912 0.328067 0.382417 0.321271 0.317643 0.310321 0.346182 0.286373 0.272474 0.269889 0.356688 0.28005 0.830142 0.262276 0.254086 0.491749 0.246926 0.238709 0.229468
threshold=13.4793103924 13.531614672700002 92.313586825200005 20.784951395750003 20.704951582800003 92.324340657750014 16.375382608200002 22.614947116400003 188.96048214565005 16.455384477450004 93.181958801350021 62.025417527550012 22.614947116400003 86.329079026800017 5.9453602998000008 23.032902590750002 196.26893085885004 23.779256055650006 152.73554204000004 24.225158517200004 14.351157895250003 13.3584252364 22.516377366000004 192.39832633775004 22.721067571950005 199.68228938305 187.28691448030003 13.552878921100001 60.327272492300004 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=2 -2 3 4 8 15 7 -7 14 10 -8 -12 13 19 18 -5 -14 -18 -1 -3 25 22 28 -24 -13 26 -11 -15 -22 -29
right_child=1 12 -4 5 -6 6 9 -9 -10 20 11 24 16 27 -16 -17 17 -19 -20 -21 21 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.072720987875621604 -0.055084144186983069 -0.11461649819518178 0.086172692068226253 0.015488549567668911 -0.16478932972397403 -0.011943229034287595 0.05301136915758712 -0.11343137098746764 -0.099746209223392598 -0.011670979276952948 -0.016474166390045578 0.068470463092645276 0.052291694688614346 0.060455921374116463 0.10286449210800326 0.074158234451595015 -0.049554592544164555 0.01873765290157196 0.025055933251626163 0.0068085976576655579 0.047774518164710414 -0.034072713083047011 0.083850909738102955 0.0028598256393080972 0.0056313755831557582 0.0079497545266796182 -0.079325810373153116 -0.0171249118761258 -0.015019987887596439 0.00042474089648684895
leaf_weight=0.46513668455781931 1.8834490703711697 0.51827387105276912 0.64842007687548076 1.9395968047901981 0.40601970123680065 0.93669483857683988 3.012882364913823 0.96663742813689169 0.4331569613132159 3.9224682529347801 3.5757432031050485 1.0750795654603282 2.091122267447644 0.62767970104323367 0.31423555617220689 1.7603198904544113 0.90494497527834017 4.1291581078257877 0.84138712238086555 0.28721684636548162 0.71258697751909306 1.9250883017666627 1.7989947341848163 4.2679054921827628 1.7378965128846173 2.5791293764486909 1.4796098921797236 9.0303191456408154 4.0237172604174702 42.587731434078705
leaf_count=362 30 46 18 29 7 24 29 35 33 65 43 34 21 56 12 24 21 111 199 10 23 33 25 60 21 18 25 1176 97 1347
internal_value=-2.06091e-06 -0.00190023 0.00303225 0.00162005 -0.0368031 0.00426656 -0.000256331 -0.0634856 -0.0115027 0.00374041 0.0195932 0.00383341 -0.000235641 -0.00294159 0.0120809 0.043402 0.0199116 0.00646124 -0.00975371 -0.0713195 -0.00345637 0.0055834 0.01265 0.0268758 0.0296476 -0.0178728 -0.0302014 -0.00188738 -0.00557242 -0.00264548
internal_weight=100.883 62.0599 38.8227 38.1743 2.45994 35.7144 32.0144 1.90333 2.05392 30.1111 9.4016 6.38872 60.1764 53.0512 1.62076 3.69992 7.12523 5.0341 1.30652 0.805491 20.7095 12.7283 10.8032 6.0669 2.81298 7.98121 5.40208 52.2457 4.7363 51.6181
internal_count=4034 2818 1216 1198 613 585 532 59 606 473 127 98 2788 2635 573 53 153 132 561 56 346 238 205 85 55 108 90 2579 120 2523
is_linear=0
shrinkage=0.1


Tree=175
num_leaves=31
num_cat=0
split_feature=10 16 8 16 17 8 17 6 15 6 5 6 2 17 17 3 5 15 6 6 13 16 16 15 16 16 16 16 13 7
split_gain=0.0560571 0.130594 0.16162 0.125783 0.0683639 0.0604523 0.162051 0.261837 0.201046 0.149143 0.289219 0.26725 0.267074 0.135961 0.139547 0.118924 0.544643 0.444249 0.191197 0.544928 0.654134 0.369084 1.00012 0.937941 0.618893 0.585157 1.39422 0.670524 0.644846 0.580141
threshold=81.479100559500012 9.719977270450002 7.1444245619500011 9.2849782877000013 241.79519611995002 7.943800736700001 203.92158861145001 13.715320456250003 24.273602154900001 12.26528657645 22.580289596950006 12.05528166975 94.469527609150006 193.46017548480003 195.53954078470002 81.105404879350019 16.078966488550005 23.292710050100002 14.745344522600002 14.415336812050002 109.96062599345002 19.199955102150003 18.684956306450005 29.329759478700002 19.644954061550003 19.974953289850003 20.404952284350003 20.664951676350004 113.97180552410002 24.024273989350004
decision_type=2 2 2 2 2 2 2 2 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 4 -2 -3 6 9 8 -8 11 12 13 -11 -1 -15 17 -17 -7 19 -18 -21 22 23 29 -23 -26 -27 -28 -29 -20
right_child=1 2 -4 -5 -6 15 7 -9 -10 10 -12 -13 -14 14 -16 16 18 -19 21 20 -22 24 -24 -25 25 26 27 28 -30 -31
leaf_value=-0.0034596303889979046 -0.10313177849589235 -0.1002072733445869 -0.10260206106182004 0.093750717032006436 0.083411256174756726 -0.086190359250700288 -0.072023838074920729 0.06577982111036372 0.01943605892827345 -0.013123659206930699 0.01388301496931095 0.098264097574685169 -0.092523155567303117 0.093240081999506924 0.012424318999009906 0.0571217496255957 -0.0034795488980755261 0.0047925722904134695 -0.024511669071475062 -0.10774492923468773 -0.002870355429960393 -0.062840406814518787 0.09214080302322325 -0.078438081456505021 0.05023215853933375 -0.11309868281333652 0.058006026227106461 -0.050124627865567067 0.0013283541599375484 0.080124592800390304
leaf_weight=3.7217905041338764 0.043898330308137612 0.026658885456754433 0.28529017373466559 0.12442021834976913 0.084694477161974646 0.75808326763217282 0.2951751093055458 1.1079272031647631 1.2938769092324944 1.1043000166223467 1.7132923587548701 0.33073163025983365 0.68730876537074426 0.31496785761373747 0.66429940896068729 1.6342817477998313 15.254091303766474 1.8374678973632397 0.93953037813844265 1.1811003765615162 1.1979759675450621 1.5674047782085825 1.6147683160379527 1.1163032711629055 2.303895376622676 1.091648272704332 1.990624199155717 2.555426492355763 52.015648777077331 1.2152230825158765
leaf_count=252 403 262 250 29 16 72 79 33 38 31 524 14 150 34 58 35 218 86 38 167 10 34 26 69 22 33 35 47 940 29
internal_value=8.25379e-06 -0.0314023 -0.0627221 0.0424028 0.0394515 0.000186591 0.00709589 0.0284642 0.00244688 0.000345023 -0.0154922 0.0113765 -0.0435834 0.00526373 0.0384176 -0.000692685 -5.38348e-05 -0.0217808 -0.00116565 -0.010422 -0.0549357 0.00129209 0.0277466 -0.00404178 -0.000808734 0.0008129 -0.00116195 0.000998442 -0.00108106 0.0345004
internal_weight=100.072 0.564962 0.396644 0.168319 0.111353 99.5071 11.2337 2.69698 1.58905 8.53669 3.5049 5.03179 1.79161 4.70106 0.979267 88.2735 85.6779 2.59555 84.0436 17.6332 2.37908 66.4105 4.88583 3.27106 61.5246 59.9572 57.6533 56.5617 54.5711 2.15475
internal_count=4034 960 528 432 278 3074 1213 150 117 1063 705 358 181 344 92 1861 1703 158 1668 395 177 1273 162 136 1111 1077 1055 1022 987 67
is_linear=0
shrinkage=0.1


Tree=176
num_leaves=31
num_cat=0
split_feature=19 5 17 17 7 17 10 15 17 17 17 5 15 12 17 9 4 13 3 8 12 14 7 3 13 13 7 7 7 15
split_gain=0.0551529 0.125791 0.151816 0.0717024 0.366062 0.381428 0.311799 0.176881 0.138243 0.136633 0.278178 0.358479 0.355246 0.217603 0.142462 0.406694 0.167079 0.417161 0.130356 0.153742 0.10904 0.149193 0.101943 0.126931 0.204343 0.179973 0.112011 0.223084 0.1803 0.162142
threshold=14.651182102100002 22.327062271350005 198.49975298390004 207.44645461240003 25.213275923400001 208.69550386965003 71.246828915000023 26.135540888150004 209.15476105395004 205.32027903760002 205.83789591070004 21.991679690250006 30.807603489900004 174.18091207835002 204.49254535040004 202.86075815500001 377.6847677435 117.55283175385001 82.213049629150021 7.1444245619500011 209.59843599465003 300.01056687215004 19.716522186550005 103.48681881535002 116.35915634395 116.72209819155002 22.061824394000002 21.946499523750003 22.181995028450004 26.384523135650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 8 -6 -7 18 -5 14 -11 12 13 -12 16 -16 22 -18 19 -8 -21 -22 23 -1 -25 -26 27 29 -28 -24
right_child=1 2 -4 4 5 6 7 -9 -10 10 11 -13 -14 -15 15 -17 17 -19 -20 20 21 -23 26 24 25 -27 28 -29 -30 -31
leaf_value=0.069537175493403811 0.03632229163272508 0.033435456274095068 -0.025604656194184835 -0.0035746987217203808 -0.11510902635216402 0.06543855368099348 0.068589730086857911 0.0080319548908641993 -0.087303675038994014 0.070010264823760965 -0.061692278444933663 0.08546648945808176 -0.11394211581986974 0.063905460552385593 0.030296440614158877 -0.059738293562908884 -0.1145361255128822 0.030504907285608514 0.096888087833419845 -0.10402197491173658 0.065241123480562851 -0.078686416061045775 -0.068162917807203835 -0.10398078948551225 0.093486767561443571 -0.0388127004637688 0.045664168648228885 -0.11283497312899667 0.00053281882263889039 -0.00054564211541633463
leaf_weight=0.48037967327172626 1.3374421470798545 0.68988989209174167 1.1813015539082696 0.26671558648740645 0.26789914131586545 0.77222498995251942 0.089991984305015982 2.6762563383499582 0.75651289453708159 0.84069672396617479 0.23207937756160368 0.32900336803868413 0.35899963130941615 0.3400812611037054 0.80455606290365667 1.3328269062149045 0.41569307307281533 0.37918197404360399 0.061103905478375964 0.4077543204111862 0.11458251159638166 0.19389270848796514 0.4176771863644716 0.14237629273111452 0.2317619965178892 0.18482124033471337 0.89504898858285642 0.23201997254363949 80.392093372889462 2.3495509538406623
leaf_count=47 25 31 21 33 27 39 133 79 46 28 29 9 22 33 24 29 330 33 8 92 9 92 347 128 12 89 39 13 2081 106
internal_value=5.54165e-06 0.0129024 -0.00383715 -0.000425666 -0.0113988 0.000673554 0.00786064 -0.00468687 -0.0654788 0.000255239 0.0254593 -0.00426204 -0.0359655 0.0129606 -0.000344711 -0.0258473 0.000288226 -0.0453467 -0.0439326 -0.0546055 -0.0700846 -0.0252248 0.00071335 0.0318405 -0.000556625 0.0347908 0.00032952 -0.0186487 0.00102976 -0.0107516
internal_weight=99.1744 3.20863 1.87119 95.9658 5.60693 4.58371 4.31581 3.54358 1.02323 90.3588 2.10086 1.26016 0.93116 0.572161 88.258 2.13738 86.1206 0.794875 0.867325 0.806222 0.71623 0.308475 85.3257 1.03934 0.55896 0.416583 84.2864 2.99925 81.2871 2.76723
internal_count=4034 77 52 3957 558 479 452 413 79 3399 121 93 84 62 3278 53 3225 363 334 326 193 101 2862 276 229 101 2586 466 2120 453
is_linear=0
shrinkage=0.1


Tree=177
num_leaves=31
num_cat=0
split_feature=18 10 7 7 18 0 16 16 17 9 4 16 15 2 15 15 0 6 5 13 16 3 5 19 16 9 6 5 5 0
split_gain=0.0480706 0.394813 0.333876 0.731752 0.315302 0.314036 0.4553 0.663717 0.590946 0.558065 0.414643 0.364719 0.712596 0.787035 0.34411 0.366705 0.358998 0.544114 0.428454 0.320743 0.291643 0.270637 0.260895 0.259413 0.825412 0.454281 0.435568 0.384754 0.306816 0.521507
threshold=13.946975448150001 61.950140699950005 23.822419043000004 23.699538637550003 14.199468390000002 92.313586825200005 20.784951395750003 20.664951676350004 196.16836764490003 188.96048214565005 227.16561897400001 22.454947490600002 33.423812040500003 133.20345888755003 33.423812040500003 37.408632939650005 87.278104746850019 16.355382140900002 22.213482503200002 114.57939706160001 22.654947022900004 93.394346993650018 21.386268748550005 14.251149826300002 19.644954061550003 204.27826083785001 15.255356438950001 21.876867948900003 19.327153142150006 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=5 -2 3 4 -3 6 7 8 9 -1 -7 12 19 -14 -13 -16 17 18 -17 -8 23 -21 -19 24 28 -25 -26 -27 29 -4
right_child=1 2 20 -5 -6 10 11 -9 -10 -11 -12 14 13 -15 15 16 -18 22 -20 21 -22 -23 -24 25 26 27 -28 -29 -30 -31
leaf_value=0.0055386216978870776 -0.10174204102155562 -0.040509090345705955 0.054869645683247995 -0.10778921410248604 0.029897552882037666 0.06921847827946831 -0.055729047059321829 -0.11832762227811784 0.10354921625151442 -0.10021165927835458 -0.019947834412205861 0.052690765847626567 0.096002686330520171 -0.01819256570846842 -0.014628621996786157 -0.005069733743265116 0.053262329461773561 0.053303793527867731 -0.11073544533301057 -0.017751535597768094 0.086909013776935704 0.074096904848570455 0.0034933282704966034 -0.080071785849902766 0.022542777729761806 -0.03197102607995362 0.099836893005537372 0.032320978124699973 -0.046295164889453497 -0.0028267287422703651
leaf_weight=1.4305870063080877 0.39776659104972978 1.2176941520601756 1.6665685976695446 0.91957338937936572 1.33165101164775 1.4949836099403904 1.0060644485056394 0.74938028637916421 0.38106264173984516 0.76634383597047406 0.8009213944978909 1.2011537353391748 1.9882143372669818 0.86658219248056401 14.529107726004439 0.80163601273671392 1.4477465166710306 1.0947717465460325 0.73611392311067902 0.80116083740722366 0.39201983413658936 0.53505813919764478 26.627833573395947 1.0357152107462742 1.8570369780354661 2.2561965568456803 1.2002828558906911 1.5845637260936198 1.4666879009891989 26.121390016651787
leaf_count=591 22 58 44 39 176 40 12 14 5 53 56 22 85 16 153 20 28 8 41 20 26 29 429 31 32 50 24 44 149 1717
internal_value=5.68304e-07 -0.00259326 -0.00163252 -0.0313166 -0.00373216 0.00187813 0.00036453 -0.0354895 -0.0114098 -0.0313497 0.038113 0.00267495 0.0277975 0.0613384 -0.0001366 -0.00153929 0.00465374 0.00224868 -0.0556514 -0.0130824 0.00110751 0.0190271 0.00546035 0.000203042 0.00344766 -0.0212961 0.0528879 -0.00544639 -0.0017192 0.000633582
internal_weight=98.7059 41.4471 41.0494 3.46892 2.54935 57.2587 54.9628 3.32737 2.57799 2.19693 2.29591 51.6354 5.19708 2.8548 46.4384 45.2372 30.7081 29.2604 1.53775 2.34228 37.5805 1.33622 27.7226 37.1884 32.312 4.87648 3.05732 3.84076 29.2546 27.788
internal_count=4034 2412 2390 273 234 1622 1526 663 649 644 96 863 162 101 701 679 526 498 61 61 2117 49 437 2091 1966 125 56 94 1910 1761
is_linear=0
shrinkage=0.1


Tree=178
num_leaves=31
num_cat=0
split_feature=19 4 17 4 14 16 18 10 18 6 6 5 5 16 3 15 3 8 19 9 5 3 19 19 0 12 10 10 10 13
split_gain=0.0495612 0.118899 0.286158 0.0659527 0.407712 0.447874 0.210971 0.397453 0.298206 0.452483 0.393051 0.207154 0.258935 0.201639 0.87162 0.334525 0.823122 0.487519 0.260498 0.55912 0.39008 0.6742 0.344236 0.301248 0.293511 0.231827 0.171319 0.246274 0.159367 0.488041
threshold=14.651182102100002 264.30477453730003 198.72470891995002 244.52697497700004 245.30750651965005 22.674946976100003 15.504699510200002 71.015621515800021 15.681876268450003 13.865323961050001 13.715320456250003 24.218679034200004 20.016397659050003 22.674946976100003 93.819123378250012 38.992510055900006 93.579850604650019 8.3434888241000014 14.451165964200003 189.78071820640002 21.500664456800006 90.203147192800017 14.351157895250003 14.251149826300002 85.963448721100022 121.36065266065002 75.499969677400017 75.634392583900009 62.025417527550012 117.46680109370001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 -5 6 7 28 -8 10 -10 12 -7 15 -15 18 -17 -18 20 -20 24 -22 23 -23 -1 -21 -9 -28 -6 -30
right_child=1 -3 -4 4 5 11 8 26 9 -11 -12 -13 -14 14 -16 16 17 -19 19 25 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.059115076347951837 0.031479601288866808 0.030833527784205929 -0.055757215454547197 -0.11152208233017552 0.0022579611830944603 0.0031944361822868646 0.076720801114498638 -0.10767645729916411 0.0028800078210072539 -0.090275621132642092 0.094110226273367001 -0.012963702560862135 0.090351620816744971 -0.099913880238953201 0.0032053063566019331 0.067487406152703405 0.031129813769945933 -0.061189559365250348 0.079142742655407369 -0.019650062022035203 -0.17716587967147271 -0.014390469707215284 0.064217571898470813 -0.11456412792786713 0.0017874357347726086 0.025154518723357236 0.1038692437213326 -0.10534530612977185 -0.00090959242778327644 -0.037007953983928137
leaf_weight=0.80785940389614452 0.83282777073327385 1.6565296116750685 0.68552582303527743 0.34732417715713282 11.576743795256567 0.51206469000317101 0.64111439446423801 0.56945296461981243 3.8713564232855902 0.45941893389681343 0.53786122053861607 0.49921415669086844 1.0195575344914685 1.020584002137183 4.1641381459194236 2.5649701198562971 1.1444072644735572 1.1436460417753549 1.2808454642072309 2.1404565181583166 0.31842950999998665 1.1141123926045109 0.38703250532853406 0.41093225777149189 38.658311654969111 2.5079364404082298 0.10845062881708145 0.11692597422734252 11.194700703080345 5.6282038903773346
leaf_count=25 35 32 10 28 307 4 43 101 838 47 10 41 54 18 80 32 21 34 41 35 8 455 8 7 1149 17 1 105 336 112
internal_value=1.62533e-05 0.0123062 -0.0079072 -0.000395575 -0.00368563 -0.00266605 -0.00533711 -0.00872428 0.0126104 0.0041682 0.0140088 0.0429787 0.0612125 0.0017202 -0.0170931 0.00357888 0.0285903 -0.0150145 0.00103025 0.0206427 -0.00175862 -0.0424438 -0.0200078 -0.0413829 0.000540782 0.00452325 -0.0784691 -0.00467181 -0.00677231 -0.0129865
internal_weight=97.9209 3.17488 1.51835 94.7461 37.0824 36.7351 34.7042 29.1945 5.50975 4.86864 4.40922 2.03084 1.53162 57.6637 5.18472 52.4789 4.85302 2.28805 47.6259 5.92924 41.6967 2.23051 1.91208 1.52504 39.4662 4.64839 0.79483 0.225377 28.3996 16.8229
internal_count=4034 77 45 3957 2027 1999 1900 962 938 895 848 99 58 1930 98 1832 87 55 1745 93 1652 478 470 462 1174 52 207 106 755 448
is_linear=0
shrinkage=0.1


Tree=179
num_leaves=31
num_cat=0
split_feature=9 9 18 6 9 5 17 17 17 10 10 17 15 18 15 17 16 18 9 10 18 6 17 14 12 6 9 10 6 6
split_gain=0.0511562 0.346691 0.433203 0.45749 0.281548 0.465141 0.276927 0.24226 0.343837 0.353365 0.307739 0.204037 0.359283 0.836031 0.745639 0.269625 0.32609 0.200028 0.169238 0.195385 0.459369 0.157358 0.147335 0.555827 0.45944 0.285504 0.260689 0.342644 0.332023 0.336752
threshold=202.37225149245003 201.32298960505003 14.466921572300002 13.78532209185 203.06170522940002 17.915797078650005 206.35686538205002 204.42624920380004 201.53484968420003 68.34060567600001 70.077349628250019 196.31479727660005 28.504445985850001 14.053554955550002 28.176737565850001 193.96328872865004 22.594947163200004 13.327513832500001 205.88909726980003 80.468240302450013 14.85568425095 14.465337980300001 201.96256717700001 240.28931515145004 118.69549532925002 13.955326063950002 208.27565494345001 62.391047833300007 15.945372561050002 15.115353167800002
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -1 -10 -11 12 14 15 18 16 -14 -18 -6 20 -20 -9 23 -13 25 -24 -26 -28 29 -29
right_child=4 2 3 -5 11 -7 -8 21 9 10 -12 22 13 -15 -16 -17 17 -19 19 -21 -22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=0.00098258067943247625 0.0085792735946372597 0.0603896260624536 0.031282543977265952 -0.085390522023363336 0.030917022694186759 -0.077893208109122619 -0.068061355649467692 0.0058954861398794745 -0.086249732577617672 0.10262368076439146 -0.03226671874394553 0.058629767325408734 0.055218773206103293 -0.10583399192946777 0.10816008027070095 -0.053873288439662076 0.0055843691496134003 -0.050534290552746775 -0.00058573888133032635 0.0163823389825399 -0.084351265465666472 0.076543661706828012 -0.0076069867074808235 -0.00085457438539408316 0.025512041717285102 -0.10718472394814636 -0.1051530674645812 -0.0030610354232143366 0.059994231767235978 -0.095555357803932164
leaf_weight=56.855228370683335 1.2198841444205748 2.1460274606943126 0.94750051439768845 0.52080897334963083 1.0158187068582281 1.2693186092474205 0.59419843577506881 0.58773397752861345 0.93070482033635815 0.22600411623716354 0.67208054558750518 2.2319563201599548 0.89924655464710701 1.1253824640734817 0.64372194232419122 1.0843410617380866 1.8187994767286002 0.97597295205923718 1.9171388549166297 1.3898590966400659 0.99418825202155847 0.68008376016541661 0.53726860345341154 5.3033302004432699 3.9640416737529431 0.62042770313564688 0.3388743660179897 4.5654814956251357 0.75792297377483908 0.43076095462311048
leaf_count=2232 23 35 26 31 45 33 244 35 27 3 74 69 34 125 7 19 58 11 39 128 51 11 10 163 112 30 19 285 35 20
internal_value=1.95084e-05 0.00166683 0.031753 -0.0101014 -0.00317326 -0.0355156 -0.000129183 0.000544111 -0.000390237 -0.0430697 0.00167862 -0.000543575 -0.0108064 -0.028292 0.006512 -0.0100296 0.00284028 -0.014013 -0.00579438 -0.0144646 -0.0291908 0.0437926 0.00595044 0.0167647 -0.00131575 -0.0609723 0.00555146 -0.0074346 -0.00167976 -0.0110356
internal_weight=97.2641 64.1604 3.61434 1.46831 33.1037 2.4892 60.546 59.9518 58.684 1.82879 0.898085 30.6145 11.8645 5.90374 5.96073 4.77836 3.69402 2.79477 5.317 4.30119 2.91133 1.26782 18.7501 7.53529 11.2148 1.1577 10.0571 6.09304 5.75417 4.99624
internal_count=4034 2718 92 57 1316 56 2626 2382 2336 104 77 1260 517 247 270 122 103 69 263 218 90 46 743 232 511 40 471 359 340 305
is_linear=0
shrinkage=0.1


Tree=180
num_leaves=31
num_cat=0
split_feature=2 4 14 5 9 0 14 5 8 6 2 6 7 9 7 17 12 15 9 9 6 16 2 5 6 18 17 2 6 2
split_gain=0.0526387 0.191063 0.416964 0.194111 0.193381 0.161775 0.135417 0.505594 0.228095 0.263387 0.158593 0.143514 0.134067 0.131911 0.110188 0.252294 0.22202 0.213395 0.211562 0.616748 0.281428 0.396156 0.52529 0.469594 0.453012 0.31484 0.301775 0.270718 0.243612 0.27418
threshold=67.858768990950011 159.10550013555002 162.62753922915002 16.569990495050003 189.78071820640002 97.096353839300008 162.62753922915002 20.305669781650003 8.9430209551500024 18.080422446150003 90.745765132650021 16.565387047600002 21.725272673150005 225.10873817095003 23.109894804950002 197.01076493205002 255.84286977610003 25.186533201700005 186.68586460755003 185.90443620030001 15.785368822600002 22.614947116400003 154.94328103605002 21.336111252450003 16.525386113000007 13.142272494650003 188.19076296340003 147.36057300110005 16.715390552450003 118.06771887965002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 -1 7 -2 14 13 -11 -9 -12 -10 15 16 18 -18 19 28 -20 22 23 -22 25 27 -26 -23 29 -8
right_child=6 2 -4 4 -6 -7 8 11 9 10 12 -13 -14 -15 -16 -17 17 -19 20 -21 21 24 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.07034045968282758 0.082333099886574779 -0.091969790556703901 0.010659849414754572 0.033308879838016607 -0.015436071764870328 -3.8660733481539351e-06 -0.017586953291898657 -0.056605110969415021 -0.10702369972241646 -0.056167092291996672 -0.028748378117868695 0.0077238049870721436 0.076943548088733757 -0.027538657700816933 0.0028466767060467382 -0.063276791248060654 0.04689978818252117 -0.11363035165031038 -0.056515835210119471 0.10221762812869808 0.0016682867380399286 -0.067217203426505598 -0.016739629599015281 0.089502447464907944 -0.020991043952288374 -0.097780322304606482 0.035493131339755249 0.0021172360567086293 -0.076642702080788994 0.028856655870336857
leaf_weight=0.64066178910434046 0.94131671907962244 0.76359193060125086 0.82204264663050708 0.96222323083202344 5.278758827917045 0.66760838905975106 2.3289711831639677 0.44359833744124477 0.51501072465907671 0.27574863904737867 0.19057007940136828 1.5893443790901072 0.32417051414813614 0.35114922259526793 62.474196824822343 0.73195771928158038 0.11036585504370933 0.33163312778196996 1.1428717859089363 0.69340414972975839 1.1089225411415085 0.99167808557831527 2.2824592329434381 1.3493468189844859 2.1819739757047505 0.89465800335619849 1.669639609288424 1.3031796197319634 0.36639546007381785 2.7984587054220356
leaf_count=14 37 25 16 34 118 28 190 23 37 16 19 63 35 16 2484 39 54 56 14 13 15 22 36 26 26 26 18 27 255 252
internal_value=1.58874e-05 -0.00720703 -0.0387634 -0.000578979 -0.00792066 0.0344439 0.000770891 0.0217423 3.20028e-05 -0.036708 0.00503011 -0.00631309 0.0378137 -0.0747997 0.000767445 -0.00563593 -0.00347828 -0.0735464 -0.00185782 0.0133487 -0.00913735 -0.00454152 0.0178058 0.0498806 -0.0195877 -0.0474613 0.00349433 -0.0278443 0.00213205 0.00776113
internal_weight=96.5259 9.13489 1.58563 7.54925 6.24098 1.30827 87.391 2.97426 84.4168 1.65665 0.790489 2.03294 0.514741 0.86616 82.7601 20.2859 19.554 0.441999 19.112 6.18723 12.9247 11.7819 4.74073 2.45827 7.04113 3.18952 3.85161 2.29486 5.49383 5.12743
internal_count=4034 235 41 194 152 42 3799 123 3676 123 70 86 54 53 3553 1069 1030 110 920 710 210 196 77 41 119 75 44 49 697 442
is_linear=0
shrinkage=0.1


Tree=181
num_leaves=31
num_cat=0
split_feature=16 16 16 19 13 3 5 18 15 13 14 12 19 15 18 10 2 19 9 2 9 7 15 15 4 6 16 18 0 6
split_gain=0.0488093 0.145948 0.132379 0.0504025 0.192772 0.136656 0.296682 0.403611 0.274888 0.39966 0.231254 0.217936 0.269058 0.168542 0.850293 0.197331 0.136554 0.139901 0.293298 0.125171 0.364855 0.301982 0.121883 0.273172 0.439715 0.36456 0.341146 0.484739 0.583187 0.285627
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 11.750948102400001 101.01074887720002 81.105404879350019 16.078966488550005 13.314799198000001 23.292710050100002 98.55080968785002 227.56668127245004 199.78749241660003 12.250988447150002 23.735720730600004 14.766576839600001 75.408562100950022 73.245799595050016 13.351077205700003 218.52376939385002 49.864842700850012 200.17144541975003 19.078733418100004 26.809453849000004 28.504445985850001 201.91631403790004 14.845346859150002 18.684956306450005 14.053554955550002 94.047642319350018 15.035351298550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 8 7 -7 9 -5 -9 12 -12 14 19 22 -10 18 -18 -8 21 -21 -15 24 25 -24 27 -25 -29 -27
right_child=3 -3 -4 5 -6 6 13 10 16 -11 11 -13 -14 15 -16 -17 17 -19 -20 20 -22 -23 23 26 -26 29 -28 28 -30 -31
leaf_value=-0.10253454964071146 0.0024718112086514945 -0.10121885883662746 0.090413207317126432 -0.0022872406025659115 0.068903993048985299 -0.075302831100645937 0.036528056257043279 0.08436878611782811 0.068826313155631327 -0.10317795517912845 0.054809582530188333 0.072095311668630313 -0.071300661057787124 -0.019278332135739113 -0.11663762107742846 0.037720272657032879 -0.10329722285952325 0.014274339874190758 0.0068239441744544285 0.02782252025919086 0.0072084487045975618 -0.12588466408200927 -0.016476946317848185 0.033591445254300627 0.08185733918098452 0.10431733812033683 0.00054321566482957008 0.02498794607681409 -0.10843303800062694 0.0017152577589911407
leaf_weight=0.051858561910704704 3.1638896673440509 0.17561309848201745 0.11312650337822561 0.81296102019177741 0.50676963872683689 0.29344275617040638 0.74593846499919836 1.0183023305180543 0.27093554148450527 0.7594013597627054 0.29842974280472823 0.46187303876695296 0.39061998580655199 3.1563721574657384 0.74767132975102857 1.4098415910266329 0.38395902640127155 1.4345506459358146 0.65353044503717683 0.18384108280042744 2.6215403752212296 0.41944039479767525 2.1711581232957538 0.64780526568938457 1.0405068272812057 0.55862813908606745 69.321674133727356 0.46430683997459699 1.112784758712223 0.527553044463275
leaf_count=455 135 435 40 154 42 17 4 53 7 126 8 67 45 260 31 19 109 52 26 87 11 153 31 31 50 6 1325 20 194 41
internal_value=1.79489e-05 -0.0377704 0.0297653 0.00015261 0.0116434 -0.000306319 0.000549567 0.0347672 -0.0176789 -0.0510143 0.049657 0.018945 -0.0166819 -0.000440302 -0.0188088 0.000637544 0.00143002 -0.00595661 -0.0339302 -0.000388155 -0.0089273 -0.0790447 -2.42309e-05 0.000777056 0.0252635 0.00718545 -0.000693859 -0.0392377 -0.069153 0.054484
internal_weight=95.9183 0.340598 0.164985 95.5777 3.67066 91.9071 87.5917 2.46267 4.31534 1.57236 2.16923 1.15092 0.68905 85.1291 4.71843 80.4106 2.74298 2.47204 1.03749 3.97076 3.22482 0.603281 79.0008 75.8444 4.29785 3.25734 71.5466 2.2249 1.57709 1.08618
internal_count=4034 930 495 3104 177 2927 2453 190 474 280 173 120 53 2263 286 1977 194 187 135 255 251 240 1958 1698 128 78 1570 245 214 47
is_linear=0
shrinkage=0.1


Tree=182
num_leaves=31
num_cat=0
split_feature=13 17 17 9 6 15 0 18 16 9 9 9 5 16 3 13 13 13 16 17 7 16 2 17 15 3 6 7 7 15
split_gain=0.0438197 0.260293 0.457784 0.256792 0.296143 0.60768 0.290488 0.422623 0.247042 0.242991 0.538787 0.284979 0.234356 0.21073 0.214999 0.171157 0.384299 0.50009 0.363796 0.356871 0.872026 0.3188 0.228664 0.438105 0.379908 0.335668 0.217247 0.329067 0.67008 0.462153
threshold=117.55283175385001 187.51563899930002 186.57794620975002 189.78071820640002 16.525386113000007 41.492094664050008 86.162394622750014 13.390703749000002 22.594947163200004 193.67618212375001 187.11236276785004 200.17144541975003 23.455765688150006 22.624947093000003 93.090551224900011 117.38883580790001 117.28936285705002 117.20333219690001 22.614947116400003 197.20536406400001 23.864758692950002 22.644947046300004 154.94328103605002 192.77618096940003 42.713473568600008 92.90235915575002 15.975373262050001 23.9417051038 23.899651152000004 34.139075990150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 9 -3 6 -6 8 -8 -5 10 -2 -11 -7 14 -9 16 17 21 -18 22 -21 26 23 -17 -24 -25 -1 28 29 -28
right_child=1 3 -4 4 5 12 7 13 -10 11 -12 -13 -14 -15 -16 19 18 -19 -20 20 -22 -23 24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021736570432858374 0.010247525464165338 0.037780555318282567 -0.061303031182109939 -0.044088507235258652 -0.087990580164826082 0.042225391566722816 0.060947250798888464 -0.034406947204634351 0.0063504560616159892 0.057760399811311203 -0.072681210210831362 -0.012422543529367416 -0.017890247440551718 0.03197500510446296 0.01713836766164312 -0.0056983692127519046 0.082392738107814251 -0.071935560202098875 -0.0021094513964058635 -0.1282494374679771 -0.0089415238723182799 0.079294341898871898 -0.035560595210105357 0.0097562405146482001 0.023945711636065098 0.091844609298180557 0.00064670050914845609 0.061746134970283695 -0.14601505388804611 0.090577267298723355
leaf_weight=42.183045350410111 2.4618012700120775 2.756597699008128 1.5264855816130873 1.3062284046318398 0.97073619803268174 1.0137170851230624 2.2274318374693394 1.526976311899489 3.7841635193963157 1.2506611358257944 1.1491470023538566 1.0766070460376793 1.7999145251305888 2.4016099767759442 1.7214785907417534 6.2249522011115932 1.1183696570224122 0.95424509036820282 0.93576121749356378 0.83227682335655062 2.3212030888753361 0.51670865993946691 3.8884838598532943 1.0667838156223299 1.481703331648532 0.93449952267110337 3.5110673469744134 1.3480898600537328 0.27440602332353581 0.68252348387613881
leaf_count=2548 120 65 23 17 35 12 33 30 79 20 23 43 39 33 16 61 34 37 14 18 53 26 38 4 40 78 433 42 3 17
internal_value=8.66539e-06 0.00342112 -0.0124597 0.00949761 0.00484362 -0.0197687 0.0120261 0.0240574 -0.00659252 9.60668e-05 -0.0161437 0.0252934 0.00376868 0.00951427 -0.00709114 -0.00133952 0.00151524 -0.00024459 0.0438977 -0.010121 -0.0404297 0.00116548 -0.00309139 0.00738667 -0.019142 0.0480874 0.000324426 0.0184426 0.00537698 0.0152833
internal_weight=95.2477 26.9736 7.4647 19.5089 16.7523 3.78437 12.9679 7.8775 5.09039 5.93822 3.61095 2.32727 2.81363 5.65006 3.24845 68.2741 51.5242 49.4701 2.05413 16.7499 3.15348 48.5158 13.5964 8.22624 5.37019 2.00128 47.9991 5.81609 4.468 4.19359
internal_count=4034 588 229 359 294 86 208 112 96 206 143 63 51 79 46 3446 3154 3106 48 292 71 3069 221 143 78 82 3043 495 453 450
is_linear=0
shrinkage=0.1


Tree=183
num_leaves=31
num_cat=0
split_feature=8 7 19 0 17 7 13 19 4 8 18 9 7 6 12 15 13 0 0 15 15 9 9 9 14 16 16 2 15 18
split_gain=0.0470126 0.282036 0.259888 0.229492 0.203032 0.187182 0.145891 0.0877767 0.0972146 0.0891658 0.15848 0.0992876 0.445519 0.54638 0.294526 0.267638 0.542081 0.252834 0.460493 0.248649 0.200329 0.21242 0.159504 0.122216 0.165169 0.310697 0.120551 0.436493 0.57093 0.413423
threshold=8.8430989333000021 22.620600126450004 14.351157895250003 87.009258933850006 177.64087306825002 20.752538901500003 115.68166489510001 14.651182102100002 264.30477453730003 8.7431769115000026 13.754580103150001 206.75106037490002 25.225775578450001 16.100376182700003 93.660658182900008 31.504255087500002 109.4229343674 94.940210418650011 96.741477366050006 24.006097767650004 20.313914079200003 219.21617201485003 217.73656073310005 206.57490536735003 391.21225757805007 22.634947069650003 22.574947209950004 200.74412770730004 42.246988155050012 13.552878921100001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 5 -2 -6 9 -9 11 -11 23 13 15 -14 16 -13 22 -19 20 -20 -22 -16 24 26 -26 27 28 29 -1
right_child=1 2 3 -5 6 -7 -8 8 -10 10 -12 12 14 -15 17 -17 -18 18 19 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.022389243277024146 0.016098932343400395 -0.0023930272884279675 -0.11010263632373916 -0.015747098899934506 0.0059006126980753809 -0.10287205261175514 0.08035940418199887 -0.0023000412193094201 0.037491082192829386 -0.0043610559188809635 0.034775664864356737 -0.085580695735332946 0.079945199374596931 0.0071316914376311413 0.079951371388912035 -0.09728225514370635 0.055015786095435865 -0.10859552312347812 0.0020669963156890853 0.0094703438827014354 -0.10605991759557531 0.0070100037804735798 -0.011811484989428349 0.037359834958159609 -0.093286831747410523 0.077437629637945413 -0.0040796454541411611 0.043260097519394608 -0.10543730944911489 -0.0028885994284020972
leaf_weight=8.4087428139496279 0.36571988576906678 1.2506080524472056 0.60362496465313575 0.44988872855901718 0.47763152891275218 0.20715357172048243 0.58598952583270147 1.1427203968050883 1.326972773298621 2.1725166196847558 1.9755591236753387 0.70726937148719959 0.48291033251734816 1.7477668672800062 0.59205723876220684 1.2944586279336361 0.44789200555533171 0.41596853363444086 0.70479819209958783 5.5225128991842212 0.54268923707059002 0.23946573254306713 0.27854387272964232 0.89921058504842122 0.44694109011879746 0.13998400390846655 30.000435057313553 2.6840207551142603 0.49265252481563848 28.064609750360489
leaf_count=654 36 35 43 17 13 26 31 23 23 29 33 41 17 35 48 40 14 47 235 120 55 41 32 14 396 20 462 261 18 1175
internal_value=2.13096e-05 -0.0106715 -0.0332178 -0.0698094 0.0210728 -0.0269215 0.0469228 0.000485721 0.0190798 -3.45739e-05 0.0142782 -0.000740415 -0.00878468 -0.0355819 0.00402757 -0.0660573 -0.0310671 -0.00039158 -0.00636923 -0.000302735 -0.0365997 -0.0714423 0.0505924 0.000726975 0.000257985 -0.0525684 0.000703138 0.00432194 0.00149473 0.00293908
internal_weight=94.6713 3.94062 2.30412 1.05351 1.63649 0.572873 1.06362 90.7307 2.46969 88.261 4.14808 84.1129 12.9763 4.19739 8.77895 2.44962 1.15516 8.29604 7.42543 7.00947 1.48695 0.782155 0.870601 71.1366 70.2374 0.586925 69.6505 39.65 36.966 36.4734
internal_count=4034 201 95 60 106 62 44 3833 46 3787 62 3725 725 130 595 95 55 578 498 451 331 96 80 3000 2986 416 2570 2108 1847 1829
is_linear=0
shrinkage=0.1


Tree=184
num_leaves=31
num_cat=0
split_feature=9 15 15 17 17 7 18 13 17 17 7 7 7 3 18 9 9 19 15 0 0 16 3 18 0 18 16 13 18 7
split_gain=0.0442897 0.118415 0.10601 0.117334 0.206104 0.160317 0.205523 0.20028 0.129219 0.241334 0.148822 0.113797 0.162302 0.108964 0.111145 0.123988 0.0927976 0.171237 0.194599 0.16184 0.372565 0.222452 0.261965 0.135356 0.317501 0.0948211 0.123133 0.113455 0.152657 0.460044
threshold=181.33671263215004 43.890399822900008 43.216642080150002 190.69924117675001 195.53954078470002 20.861906850000004 12.844794714750002 117.60660091645001 182.50770257345002 190.25644477395002 22.381996090050006 20.536324995400005 19.716522186550005 101.45434446875002 11.862896247150001 64.765169068750012 186.68586460755003 14.451165964200003 38.483556206400003 85.732241321850012 85.624702996650015 22.664946999500003 94.340684255550016 13.091807150500001 89.813320763900023 12.909082926650003 22.694946929300002 117.72489307420001 13.3584252364 22.938075114600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 11 -7 8 10 -10 -8 12 13 -1 15 -15 17 23 -19 20 21 -18 -23 -2 -25 -21 27 28 -27 -30
right_child=16 -3 -4 4 -6 6 7 -9 9 -11 -12 -13 -14 14 -16 -17 19 18 -20 25 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.072956429529427214 0.016419950113927037 -0.10716313092674004 0.10300037530826921 0.073949577445044171 -0.10126728693599758 -0.10864360979726183 0.07523724995983562 0.022522951081594068 -0.10480930929162394 -0.0072735235511923015 -0.10266413137958602 0.076765427299642461 -0.10243781776695843 -0.10124272335383844 -0.063332771855764997 0.046768434150832365 -0.10303642961302038 0.080291436441698949 0.0008319005303271161 -0.026092404866354564 -0.10498396951113734 0.082967540969647258 -0.013245800072543282 -0.077211580094628765 0.01273203594394523 0.0089405081243078537 0.038749874702374149 -0.037593304144322437 -0.069819252417461744 -0.00046179453680777159
leaf_weight=0.23461361915553858 3.0834966090042135 0.12196160317398597 0.085521966218948253 0.34514271509908656 0.083343686791181426 0.29929546623361636 0.16318838202300856 0.71485235914587963 0.54157083426917985 0.47722180526761804 0.066057035434596401 0.22955900400575036 0.13699599690926334 0.067164544016122818 0.22531614504987374 0.3597098333239046 0.21888070122713532 0.70151249878108479 0.54974071006290615 1.3273944573011238 0.47393332125648147 0.34109227441513246 1.6613498893711947 0.60147278395015735 1.1294431475246254 17.883809557883069 0.84839389426633616 0.77624883875250716 0.97200928411621035 59.326636990417683
leaf_count=37 31 6 1 116 329 68 71 5 203 8 169 46 194 15 93 165 95 35 20 26 49 20 98 14 41 175 39 7 30 1828
internal_value=1.22694e-05 -0.0100859 -0.00714772 -0.00953616 0.0398686 -0.0155578 -0.031453 -0.0196832 -0.0438581 -0.0591217 0.023975 0.0131315 -0.0011367 0.0145126 -0.00651152 0.0234803 0.000478621 0.0124229 0.0453807 -0.00038563 -0.0244928 -0.00731952 0.003143 0.00385723 -0.0185223 0.000415201 0.00085609 0.00044893 0.000826639 -0.00157983
internal_weight=94.0469 4.15151 4.02955 3.94403 0.428486 3.51555 2.26219 1.96289 1.24804 1.01879 0.229245 1.25336 1.0238 0.886804 0.652191 0.426874 89.8954 6.06567 1.25125 83.8297 2.69526 2.22132 2.00244 4.81441 1.73092 81.1345 79.8071 78.9587 78.1825 60.2986
internal_count=4034 1526 1520 1519 445 1074 524 456 451 211 240 550 504 310 273 180 2508 141 55 2367 262 213 118 86 55 2105 2079 2040 2033 1858
is_linear=0
shrinkage=0.1


Tree=185
num_leaves=31
num_cat=0
split_feature=5 10 7 13 5 9 9 13 5 15 0 7 2 12 17 17 4 19 18 7 18 18 7 8 7 7 5 17 18 3
split_gain=0.0473259 0.123219 0.181395 0.117948 0.0992545 0.0881739 0.170038 0.0759363 0.0740651 0.236073 0.0728491 0.0708987 0.0671935 0.218207 0.125219 1.09029 0.15208 0.31114 0.138917 0.153629 0.275269 0.236931 0.234814 0.418501 0.293731 0.19023 0.367393 0.315742 0.521174 0.772891
threshold=30.284449345300001 60.613977009100005 19.623463571950001 121.87049551135001 28.449653740450003 66.346857137250012 227.07958281845004 120.87576600310001 25.767562150000003 50.314162856800003 76.451683855550016 18.748507117750005 49.864842700850012 77.955876436550014 183.35201426355002 182.63036160245002 257.44234454700006 10.550851274900003 12.867440043550003 22.381996090050006 13.043896815850003 12.971888692100002 22.181995028450004 8.3434888241000014 20.873561687950005 22.907491544400003 22.649179082500002 188.10488866565001 13.314799198000001 93.281431752200021
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -2 -7 11 12 -10 -1 -6 -3 -14 15 16 -15 -18 -16 22 21 -21 23 24 -20 26 27 -22 29 -29
right_child=3 8 -4 -5 7 6 -8 -9 9 -11 -12 -13 13 14 18 -17 17 -19 19 20 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10150050210349254 0.049545693057604083 0.019694751823244896 -0.10250649013011193 0.099121876818463073 -0.10113024626036007 -0.08187125691067472 0.1006365444080209 0.094893012357916695 0.065732419227476427 -0.082983423310433541 0.024606215773338644 0.069623412503957219 -0.073870559605128061 0.0034274801908844633 0.042333195196211065 -0.11519015722834558 0.083926146774647631 -0.11381443663307174 0.096603678366753265 0.0039465720141785782 -0.048265851753673261 0.049026674948729386 -0.043910955475040904 0.08720156565210857 -0.10513071137241446 0.0017628004858964447 -0.066326250146945653 0.10225803687569815 -0.042017008923486934 -0.0014785262722459267
leaf_weight=0.1179719973220007 0.21624881096431536 1.683371339997392 0.2900290590835084 0.16771767591126263 0.052277472493187815 0.20329950089944759 0.06816469132900238 0.13033768674358726 0.50190190874400187 0.13557431898152572 0.074887643102556467 0.045462997672075289 0.40320294095363252 7.7268006724609641 0.80938791111111541 0.90861982350816184 0.1095056802727753 0.29110582987846101 0.095913256894163523 2.4971454162150613 1.3772566074294434 2.1868956363687175 1.7616153808558008 0.44144933950155973 0.29162689747590775 64.577189865243497 1.173953193665511 0.98154504597187076 1.603700826530712 2.6771041136234999
leaf_count=69 29 30 139 9 48 112 5 11 107 38 7 22 33 475 15 34 153 94 11 19 29 33 43 12 63 2222 46 24 45 57
internal_value=5.74608e-06 -0.000183078 -0.0416542 0.0267826 0.000273379 0.00190618 -0.0360435 0.0449258 0.000136591 0.0341045 -0.0525331 -0.0217059 -9.98101e-05 -0.000470404 -0.000139772 -0.0113017 0.000312744 -0.0597628 0.00111353 0.000694746 0.00149984 0.0249937 -0.0232581 0.0206296 -0.055203 -2.03298e-05 -0.0147575 -0.00563956 0.00551654 0.026352
internal_weight=93.6013 92.9458 0.710967 0.655431 0.420938 0.487713 0.271464 0.228078 92.2349 0.637476 0.19286 0.0977405 91.5974 89.914 89.5108 9.03603 8.12741 0.400612 80.4748 79.6654 77.0748 4.68404 2.5906 0.828989 0.38754 72.3907 7.81356 6.63961 5.26235 3.65865
internal_count=4034 3879 296 155 157 146 117 81 3583 145 76 70 3438 3408 3375 756 722 247 2619 2604 2475 52 129 86 74 2423 201 155 126 81
is_linear=0
shrinkage=0.1


Tree=186
num_leaves=31
num_cat=0
split_feature=16 15 2 15 8 2 14 9 5 15 10 7 10 9 15 0 8 0 0 7 17 13 5 10 9 15 0 10 15 13
split_gain=0.0436065 0.270756 0.389726 0.360704 0.401796 0.313871 0.586889 0.311141 0.251223 0.233166 0.227903 0.374643 0.253175 0.490068 0.775002 0.323446 0.449131 0.409615 0.188616 0.166026 0.164691 0.145332 0.265866 0.716365 0.596956 0.522747 0.365509 0.975018 0.657989 0.649656
threshold=22.544947280100004 42.246988155050012 258.06114663960005 36.346245650200011 8.6432548896500023 154.31016903475003 249.69787956920004 204.54860637155002 21.788492303450003 36.207782793200003 62.837331883000012 24.940142267700004 62.084563606450011 200.17144541975003 40.042228346200012 87.170566421650008 8.3434888241000014 86.692020874450009 87.278104746850019 22.938075114600004 191.86029796145002 116.60649449195002 19.925387549600003 68.910558799650019 222.27227736865004 33.928396949100005 93.399723909900004 69.999384342500022 31.385732506450001 113.0174028878
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 -5 21 12 -12 18 15 -15 16 19 -18 -2 20 -14 22 26 24 25 -24 28 -28 29 -1
right_child=10 2 -4 4 -6 6 7 -9 -10 -11 11 -13 13 14 -16 -17 17 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.042089776508299287 -0.00084964576602838179 -0.09523283113629244 0.0086089801489490098 0.038351276088220462 -0.023641429631640939 -0.04563247860526131 0.081264396535370376 -0.0016884385229303453 0.10292117108435227 -0.082348089975818189 0.1017783177522186 -0.018037583450022703 -0.064476667975935792 -0.12260700829265236 0.0056750882410481528 0.018884918857765585 0.048349415177455252 -0.030317374905468708 0.035895146300904179 -0.08340459118300389 0.0099777771596192191 -0.039793946898603785 0.021133023307945389 -0.11177381504779481 -0.10977846097483168 0.10396841570474953 0.0639853379664376 -0.002097891151133029 -0.073717945098666693 0.037789513555283601
leaf_weight=2.0127708714633163 29.767742841013391 0.68722473279922158 0.76235865527996793 1.6719926297664636 1.3932977494550867 1.0567756326636302 1.1128112787846474 0.76163195035769593 0.9420606642961501 0.34294763678917561 0.53883183142170199 0.50606954237446189 0.62950222517247156 1.0172440339229059 0.87693258747458447 3.0623757485300303 1.2110113043872845 1.459756802767515 1.465752740507013 1.0848002863640429 0.56261344463564456 0.87897039734161708 2.1489996027830789 0.34399010753691062 0.24981751292943943 1.1802307651378212 2.4189519267820314 28.996962953963532 1.8412371070589868 2.060415674932301
leaf_count=114 544 21 21 64 19 10 20 72 15 14 18 22 22 16 24 20 35 8 44 15 23 204 469 83 6 19 36 1975 45 36
internal_value=5.74229e-06 0.00197721 -0.0406208 0.00322685 0.0243659 0.0364281 0.013961 0.0475586 0.0616212 -0.000226322 -0.00237144 0.0437487 -0.0035429 -0.0174741 -0.0632172 -0.00665706 -0.0224663 0.00535265 0.000874746 -0.0550973 -0.0293382 0.000442131 0.00129943 0.0260635 0.0393113 0.0504986 -0.00130302 0.00299036 -0.0241084 -0.00168295
internal_weight=93.0461 50.8634 1.44958 49.4139 6.93857 5.54527 2.93122 1.87444 2.61405 42.4753 42.1826 1.0449 41.1377 9.90424 1.89418 8.01006 4.94768 2.67077 31.2335 2.27692 1.19212 42.1323 41.2534 3.92304 3.57905 3.32923 37.3303 31.4159 5.91442 4.07319
internal_count=4034 3243 42 3201 200 181 102 92 79 3001 791 40 751 163 40 123 103 43 588 60 45 2987 2783 577 494 488 2206 2011 195 150
is_linear=0
shrinkage=0.1


Tree=187
num_leaves=31
num_cat=0
split_feature=19 15 9 19 18 16 5 10 9 0 2 12 15 17 10 16 8 16 16 12 16 9 0 2 0 17 15 0 9 5
split_gain=0.0435691 0.309313 0.396036 0.262505 0.285996 0.229764 0.360683 0.34103 0.366957 0.146043 0.114105 0.238181 0.12142 0.121063 0.112638 0.286525 0.311142 0.245935 0.181517 0.599654 0.268687 0.445655 0.241046 0.191635 0.17393 0.1544 0.124195 0.269773 0.307263 0.195823
threshold=12.651020723000002 23.735720730600004 198.49982034990003 12.751028791950002 14.349498564250002 15.454963859600001 15.237417718750002 75.408562100950022 206.22988073345002 96.851704149400021 41.467794892200004 81.514192512750014 21.761438576950002 162.13109061465002 75.408562100950022 17.974957966700003 8.3434888241000014 15.524963695900002 18.404956961200003 107.96682590455002 18.634956423400002 189.78071820640002 92.805574663100018 145.31340866805002 94.354126546200021 236.15709471040003 27.063546193350003 92.313586825200005 195.41812862360004 17.826488594350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 10 -7 8 9 -8 -1 -12 13 -13 15 16 -3 -16 19 -17 21 -20 -23 -21 -25 -19 27 28 29 -22
right_child=1 14 -4 4 -6 6 7 -9 -10 -11 11 12 -14 -15 17 18 -18 25 20 23 26 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.10365833934393143 0.095414905090930799 -0.1157772540380365 -0.097111336349496424 0.0040669909331299088 -0.10104385981881421 -0.1020352479684042 0.012562952004635053 0.086725403173620597 -0.10544448553111126 0.10428263951038641 -0.11754989147665172 -0.1026535689554669 -0.012802045735558222 0.011685588312391025 0.10115961143909452 -0.10924533312757717 -0.011899367325751425 -0.019486251029468517 0.091789388240722872 0.092027512349824675 -0.10597148195033296 0.053539606976000201 -0.1011648092651057 0.101206860708648 -0.10171979764476349 0.08080600432646802 -7.4605054922016176e-05 0.050484260536647743 -0.1255176364579971 0.052434067102720611
leaf_weight=0.10295694321393867 0.21130566676219986 0.43563422480838088 0.74328141769365164 0.94397240737248445 0.35666691612777868 0.18097153051644399 0.68723109668917481 1.0284012544434515 0.23020973720122129 0.23227778822183609 0.17571843354744388 0.094217167733857354 4.2362212720679508 5.4027921744350351 0.34977226704358944 0.22395128570496936 0.85282976902090013 0.70466187003876257 0.18208523903740459 0.82494051515823208 0.098951626569032114 0.11637931989389472 0.74827278339944314 0.069276943802833557 0.10821370751364157 0.19625329638802214 70.820612312473713 1.3693170819897202 0.21469395607709885 0.36929881856121938
leaf_count=1 32 85 117 96 78 72 133 18 17 2 31 173 133 1056 5 9 17 72 40 67 4 29 138 2 51 28 1431 23 3 71
internal_value=1.87921e-05 -0.000835843 -0.037344 -0.00796204 -0.024757 0.00554137 0.0336167 0.0448875 0.0074643 0.0357323 -0.00107398 -0.00216218 -7.90305e-05 0.00972585 0.000224002 -0.000263081 -0.0470208 0.0299915 0.000538635 0.0386954 -9.44158e-05 -0.050399 -0.0803421 0.0717466 -0.0225148 0.00236118 0.000628153 0.0248793 -0.0264591 0.0189595
internal_weight=92.3114 79.9404 2.25523 1.51194 1.30064 12.371 2.35909 2.17812 1.14972 0.919509 10.0119 9.90895 9.73323 5.49701 77.6851 76.4345 1.28846 1.25069 75.146 1.22638 73.9196 1.04674 0.864652 1.00243 0.177491 0.900915 72.8729 2.05226 0.682944 0.46825
internal_count=4034 2398 323 206 174 1636 242 170 152 135 1394 1393 1362 1229 2075 1970 102 105 1868 129 1739 207 167 120 53 100 1532 101 78 75
is_linear=0
shrinkage=0.1


Tree=188
num_leaves=31
num_cat=0
split_feature=17 3 16 14 17 6 7 7 9 12 12 19 14 16 16 2 9 4 12 18 10 16 3 3 8 7 5 0 10 17
split_gain=0.0397978 0.453491 0.415826 0.308675 0.262604 0.242789 0.389962 0.235386 0.356429 0.223365 0.186136 0.163974 0.153346 0.500892 0.279309 0.163027 0.326718 0.149666 0.131168 0.127793 0.386637 0.206661 0.281132 0.126827 0.114631 0.0686224 0.772623 0.701538 0.445557 0.254942
threshold=200.79056394860001 92.90235915575002 22.654947022900004 162.62753922915002 200.26331585350002 16.625388449550005 23.851446749400001 24.054467534550003 213.27127849780001 92.218642671200016 103.54784004735002 12.250988447150002 374.34418077925005 20.664951676350004 22.554947256700004 198.51835910855002 211.04147598835002 310.84398244705005 320.0928336514001 14.395252042950002 67.074341896550024 17.194959790700004 82.213049629150021 79.078307449000008 8.2435668022500028 24.384659815400003 18.613387752550004 94.047642319350018 70.727956495850009 197.91512403570002
decision_type=2 2 2 2 2 2 2 2 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 25 6 -5 -6 -9 -8 -11 23 14 18 15 19 -17 -18 -14 -13 -21 22 -22 -12 -23 -1 27 -27 -29 -28
right_child=1 -3 -4 5 7 -7 9 8 -10 10 11 12 13 -15 -16 16 17 -19 -20 20 21 24 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.0018280988660086543 -0.10488027040280418 -0.10593213963568036 0.10106205885122661 -0.085426783386813504 0.10260910763406335 0.073719825027483268 0.099261241640855813 -0.089535597133980641 0.093540116522155617 -0.10329893978078689 -0.1005770077494461 -0.026490707457956581 0.022647761479939466 0.077643946081050783 -0.047613297491158356 0.066459027468959583 0.016094994468434327 -0.095858116110832448 -0.10354288527516411 0.078368758205320521 -0.093920922337348403 0.00574473277844863 0.081427478912246942 0.093169686772300309 -0.023993364378349553 0.10002708476964524 -0.10377603642040811 -0.093201024422800538 0.0020022910450100497 -0.031200590929989266
leaf_weight=59.606400653404648 0.29832934984006954 0.42793422934982928 0.38483257894404133 0.56992894103200953 0.47954016365110774 0.41026751160097674 0.21816086885519226 0.21640397471878714 0.20909556819242425 0.18153532524593075 0.03844430464243842 2.2295265458524218 0.12171609909364522 0.78163948422297835 1.4369060269091267 0.90979924103316878 0.25927993259392679 0.22136240176041611 0.25481966344796092 0.59188600629568 0.49440709203918043 5.8720216106294174 0.11218013246616465 0.27886413306987379 1.6633983969222752 0.71063648787116918 0.88894962127960653 0.51624390200413373 10.291698816914332 1.0625698124131302
leaf_count=1931 15 36 25 42 8 14 3 40 7 16 268 17 20 45 38 49 20 23 75 12 108 101 9 18 40 26 147 18 818 45
internal_value=1.39657e-05 -0.00423739 -0.00172611 -0.00406057 0.00103439 -0.0022537 -0.00417349 0.0545702 0.00043 -0.00121749 -0.00263649 -0.00143949 -0.00294942 0.0319998 -0.00588452 -0.00103095 0.0312261 -0.0354656 -0.0627515 -0.00512197 0.000332889 -0.00533996 -0.0614926 0.0696958 -0.000819772 0.000371355 -0.00607487 0.00378305 -0.00254512 -0.0642599
internal_weight=91.7388 17.7572 17.3293 16.9445 73.9815 16.6461 16.2359 0.90504 0.4255 15.6659 15.4478 15.2663 14.9489 1.15818 13.7908 12.3539 1.39044 0.480642 0.376536 10.9634 8.73389 8.14201 0.606587 0.317308 7.53542 73.0765 13.4701 11.5186 10.8079 1.95152
internal_count=4034 994 958 933 3040 918 904 55 47 862 859 843 557 140 417 379 92 43 95 287 270 258 117 286 141 2985 1054 862 836 192
is_linear=0
shrinkage=0.1


Tree=189
num_leaves=31
num_cat=0
split_feature=18 16 6 8 15 9 4 9 18 15 9 5 9 9 9 6 7 7 17 9 6 17 12 2 12 9 0 10 9 13
split_gain=0.0406009 0.125993 0.170683 0.16011 0.0478877 0.0478179 0.157695 0.111197 0.0888317 0.0901854 0.0717142 0.18892 0.125365 0.0722984 0.33702 0.269009 0.1139 0.180741 0.111284 0.10299 0.196363 0.082573 0.0739534 0.359282 0.301537 0.195953 0.322664 0.687484 0.195891 0.147243
threshold=17.138111898250003 17.684958644900004 12.165284239900002 7.1444245619500011 20.123524217100002 219.21617201485003 191.03149642590003 221.38017838285003 15.724500043600001 30.807603489900004 216.0493559571 16.903404623850005 217.30761232770001 211.04147598835002 212.35746315350005 14.205331905300001 26.309119595700004 26.726788378400006 202.13833745355001 214.65508306360002 14.935348962050002 203.30705351230003 149.09269374785001 128.12657635055004 145.97209859650005 207.69346988305003 89.415428960600011 67.074341896550024 205.88909726980003 109.49014582065001
decision_type=2 2 2 2 2 2 2 2 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 10 -7 -8 9 -9 13 -12 -13 16 15 -15 22 -18 19 20 -16 -20 24 -24 29 -25 -27 -28 -26 -1
right_child=1 -3 -4 -5 -6 6 7 8 -10 -11 11 12 -14 14 18 -17 17 -19 21 -21 -22 -23 23 25 28 26 27 -29 -30 -31
leaf_value=-0.0059010867413246361 -0.100093067165033 0.10077098109668362 0.052882743974662111 -0.10099841094263409 0.096083571350713659 -0.080298806713196433 -0.056854059683946447 0.059960567662386603 -0.026195690967606808 0.0030632759112574075 -0.0063009744789485362 0.092760894344578432 0.013016369449762758 -0.11238704835905713 9.732244347766937e-05 -0.019618471339980674 0.073382274659391816 0.0035773989381686026 -0.0015130707730898092 -0.01069952101834171 0.061807622036140722 -0.060906210664040838 -0.068994773604666604 -0.00032762394308197165 0.0094355204308088636 -0.12725886801149613 0.08602173319213352 -0.087129756093718425 0.10835872562157295 0.0069979060452493684
leaf_weight=14.665199961506231 0.015100373969572867 0.16355162720719818 0.31546713291027118 0.20612908826819876 0.070711003423753027 0.31032475450774599 0.34958878575707819 0.37807090213755179 0.6638530127092962 1.058647286481573 1.1825475757068478 0.43615519058948837 0.35974070764495991 0.50918037220253498 1.3565801987242601 0.80957720460719429 0.54948625192173395 1.141444884884663 0.51104240491986264 1.4657460201124193 0.83180730634194322 0.4319190121605061 0.80735969945089792 38.115742300455167 0.36538447990096656 0.31956366241501999 0.41013152222149074 0.5200767922506202 0.44273263961076736 22.315874201085535
leaf_count=647 389 18 35 237 23 18 39 16 35 48 19 17 35 24 26 55 53 109 4 20 33 43 22 1262 46 15 15 53 5 673
internal_value=1.40292e-05 0.0228651 0.00188799 -0.0532163 0.061562 -0.000181051 -0.0131397 -0.00463372 0.00405708 0.0180357 0.000227555 0.0190501 0.0567168 -0.000207642 -0.0108736 -0.055437 0.00058452 0.0262612 0.00191022 0.00981389 0.0235534 -0.0287178 2.76138e-05 -0.00295952 0.00320317 -0.00160518 -0.0405684 -0.0107868 0.0636313 0.00188269
internal_weight=91.0787 0.770959 0.607408 0.29194 0.0858114 90.3078 2.76048 2.45016 2.10057 1.43672 87.5473 1.97844 0.795896 85.5688 5.91585 1.31876 79.653 1.69093 4.59709 3.65413 2.18839 0.942961 77.9621 40.1729 37.7892 39.3655 1.24977 0.930208 0.808117 36.9811
internal_count=4034 702 684 649 412 3332 156 138 99 64 3176 71 52 3105 205 79 2900 162 126 79 59 47 2738 1367 1371 1345 83 68 51 1320
is_linear=0
shrinkage=0.1


Tree=190
num_leaves=31
num_cat=0
split_feature=0 0 18 18 0 6 13 12 17 9 13 0 16 6 5 6 16 7 17 2 12 10 18 5 7 18 18 3 0 7
split_gain=0.0412333 0.278843 0.180596 0.233697 0.227677 0.165618 0.439393 0.256764 0.138249 0.289999 0.283724 0.263928 0.280876 0.191922 0.342675 0.426908 0.177686 0.11793 0.405812 0.34094 0.594802 0.443504 0.278788 0.33176 0.214042 0.278662 0.196862 0.34245 0.213866 0.196564
threshold=85.995710218650018 85.925810307250018 13.065205089100003 13.131682570750003 86.756543869550015 16.375382608200002 117.38883580790001 121.36065266065002 187.51563899930002 190.49354742400001 117.70876232545002 85.732241321850012 22.824946625350005 16.405383309150004 22.629964856950004 16.535386346650004 22.674946976100003 22.747724408400003 195.53954078470002 111.23922738415001 144.57070813310003 62.095317438950012 13.24088655595 21.723721974650005 22.814487719050003 13.192618516750001 13.327513832500001 92.913112988300014 86.135510041400025 22.356277907050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 -4 -2 6 7 -1 13 10 16 12 -11 -7 15 -15 -10 18 19 22 -21 -22 -5 -24 -19 -26 27 -27 -28 -23
right_child=2 -3 3 17 -6 8 -8 -9 9 11 -12 -13 -14 14 -16 -17 -18 24 -20 20 21 29 23 -25 25 26 28 -29 -30 -31
leaf_value=-0.10370727534332956 0.047616710488296812 -0.046583326451792778 -0.053206088335795126 0.10188303032744128 -0.0019791249368482696 0.069960999285284015 -0.10686348551234751 0.05885885502699563 0.048677243997609865 -0.10553392055272673 0.096421895350122133 0.0095380477272914155 -0.002138895486504673 -0.11770040027468927 -0.00066626510221317204 0.0014864642791772055 -0.018267179080422687 0.049638211978031338 -0.12251251178726255 -0.13521102435716145 -0.096756742425288395 -0.024728200792599717 0.049775765602698904 -0.11819344076131387 -0.055536630260885102 -0.01272932517586824 -0.040555819317337066 0.040420608835972302 0.00068558412047179556 0.10056898125054739
leaf_weight=0.1253389762521262 1.8315725997090333 1.4371000372339029 0.81916560500394453 0.41531886346638192 1.8712928568493223 0.29606724448967536 0.4991573670431535 0.43210767079835932 0.88296493057714565 0.45219907108275925 0.6624106429517268 4.555493843043223 0.62706794254336273 0.62361212540417887 4.8613244717398629 0.58005492381562362 0.71961373137310147 0.90451403694578303 0.33882971878756496 0.4249936360029094 0.26513655856251717 0.18563158694348658 0.34225438422254228 0.1791330873966217 0.87072233483195205 1.9572359388694156 1.2849348026793439 3.1848271433264017 58.688154028015617 0.38463387208844324
leaf_count=77 16 31 15 13 39 7 36 57 43 85 14 37 36 13 551 30 13 18 22 20 6 112 58 4 13 18 15 32 2576 27
internal_value=1.35426e-05 -0.00446578 0.00102842 -0.000106194 0.0225528 -0.000514252 -0.0387154 0.0223067 0.00231613 0.0111513 0.0413714 -0.000996148 -0.0454601 -0.00865625 -0.012494 -0.0602635 0.0186169 0.000520335 -0.0206468 -0.00493746 -0.0388971 0.0101007 0.0407572 -0.00793341 0.00132282 0.000660527 0.001412 0.02019 -0.000198021 0.0597825
internal_weight=90.7029 16.7545 73.9484 70.2455 3.70287 15.3174 1.0566 0.557447 14.2608 7.89975 2.26499 5.63476 1.07927 6.36106 6.06499 1.20367 1.60258 69.4263 2.53593 2.1971 1.2604 0.835402 0.936706 0.521387 66.8904 65.9859 65.1152 5.14206 59.9731 0.570265
internal_count=4034 1030 3004 2949 55 999 170 134 829 228 70 158 121 601 594 43 56 2934 262 240 165 145 75 62 2672 2654 2641 50 2591 139
is_linear=0
shrinkage=0.1


Tree=191
num_leaves=31
num_cat=0
split_feature=16 16 16 19 15 9 19 7 16 5 10 9 5 7 0 8 19 17 13 13 0 13 7 10 16 8 16 16 12 16
split_gain=0.0463394 0.124375 0.110941 0.0499316 0.249486 0.338904 0.223239 0.243907 0.190702 0.323061 0.303616 0.324985 0.173177 0.144836 0.136168 0.121185 0.200927 0.374709 0.133433 0.211723 0.231369 0.130988 0.152776 0.0952664 0.224199 0.299764 0.220255 0.146909 0.505074 0.217897
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 12.651020723000002 23.735720730600004 198.49982034990003 12.751028791950002 23.576742473100005 15.454963859600001 15.237417718750002 75.408562100950022 206.22988073345002 13.154029769200003 25.488090539850003 96.851704149400021 8.3434888241000014 12.150980378200002 181.79266834725004 100.66662623655002 101.32529847850002 97.991610396700011 102.32002798675002 19.078733418100004 75.408562100950022 17.974957966700003 8.3434888241000014 15.524963695900002 18.404956961200003 107.96682590455002 18.634956423400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -5 -8 12 -10 11 14 13 -2 -11 16 18 -18 -14 -20 21 -21 -23 24 25 -6 -25 28 -26 -29
right_child=3 -3 -4 4 23 -7 7 -9 9 10 -12 -13 15 -15 -16 -17 17 -19 19 20 -22 22 -24 26 27 -27 -28 29 -30 -31
leaf_value=-0.10220137856775609 -0.10191873698653656 -0.10117659271078008 0.089184138222481155 0.093071108096337007 -0.1147476976950991 -0.094244344269701824 0.0034077690428413452 -0.096543944308552704 -0.1018972156709279 0.012090859569590153 0.08457783350788553 -0.10492894242850768 -0.0051687201115329651 0.0853814478346301 0.10387237334361198 0.018759766799524139 -0.0073780920114573951 -0.096103339483107911 0.096206692376880232 0.093159195540825551 -0.10521870572258057 0.10067304215665247 -0.10446835006624267 0.099442166178653313 -0.10836934258922437 -0.0092002672112507927 0.0021161510929923843 -0.04806687035767037 0.068805715269058113 0.00051458089062383862
leaf_weight=0.044264477018201798 0.04663092056637097 0.15527024807477119 0.095925172837269201 0.19090968950877085 0.39179662147580419 0.65788951831927978 0.92434270383182571 0.33177214123406884 0.16540870864537227 0.68419117683970421 0.95707957120612253 0.20817593566607684 3.9285239883865852 0.36016713593426175 0.21164920181035995 2.0336056170708616 1.6373615325464927 0.6710793249803827 0.36480325181037176 0.20506409090012312 0.15564000693848357 0.057653420604765415 0.098033538557501743 0.31830351706594118 0.19625520100816973 0.85910454450640827 0.86282619311350572 0.93531437125784478 0.89307986172934761 71.472605059081616
leaf_count=455 71 435 40 32 85 111 100 60 72 133 18 17 85 132 2 36 25 45 8 6 16 3 57 5 9 17 100 207 120 1532
internal_value=1.09655e-05 -0.0395269 0.0287547 0.000141025 -0.000775252 -0.0347353 -0.00767953 -0.022992 0.0062081 0.0325651 0.0433561 0.00762062 6.86932e-05 0.0639114 0.033775 -0.00276913 -0.00891978 -0.0331711 0.00271974 0.0378879 -0.00331123 0.040655 -0.0285011 0.00016619 -0.00027907 -0.0422589 0.0283446 0.000435414 0.0368858 -0.00011296
internal_weight=90.1147 0.29546 0.14019 89.8193 78.0342 2.10491 1.44702 1.25611 11.7851 2.2265 2.0611 1.10402 9.55856 0.406798 0.89584 9.15176 7.11816 2.30844 4.80972 0.881194 0.516391 0.360751 0.155687 75.9293 74.7482 1.2509 1.18113 73.4973 1.08934 72.4079
internal_count=4034 930 495 3104 2378 303 192 160 726 242 170 152 484 203 135 281 245 70 175 90 82 66 60 2075 1970 102 105 1868 129 1739
is_linear=0
shrinkage=0.1


Tree=192
num_leaves=31
num_cat=0
split_feature=16 15 15 5 15 8 2 14 9 5 5 13 18 16 13 5 17 6 15 2 3 16 16 17 4 16 13 3 15 15
split_gain=0.0466236 0.24193 0.232333 0.367676 0.318203 0.307452 0.282101 0.454133 0.26136 0.239004 0.22232 0.436624 0.295516 0.823397 0.231386 0.515148 0.21722 0.276074 0.268464 0.185426 0.414966 0.409937 0.472837 0.405533 0.2947 0.196175 0.313179 0.538325 0.185166 0.184762
threshold=22.544947280100004 33.423812040500003 42.246988155050012 24.279163357700003 36.346245650200011 8.6432548896500023 154.31016903475003 249.69787956920004 204.54860637155002 21.788492303450003 21.500664456800006 117.38883580790001 13.893471991850001 22.604947139800004 117.49368567500001 20.911722254300006 199.03437346465003 16.375382608200002 40.309074029200012 199.66651340635002 93.090551224900011 22.594947163200004 22.624947093000003 193.10154186985002 295.25884968170004 22.594947163200004 117.60660091645001 93.794927255050013 41.195083317300011 36.207782793200003
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 6 9 -8 -9 -6 14 -12 16 -14 15 -3 17 18 -13 20 -19 -21 -23 25 -24 -22 28 -28 -27 -1
right_child=1 10 3 -5 5 -7 7 8 -10 -11 11 12 13 -15 -16 -17 -18 19 -20 21 23 22 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00057146081021468829 0.044126106357739316 -0.0049074225520027133 -0.090241241478813017 0.012747586674196332 0.036629623455069857 -0.018130454735892389 -0.03755897600581784 0.077356194761089875 -0.00086020880020161157 0.10213826482830968 0.064660960597718836 0.0087840224082938873 -0.13187106809358864 0.035007917456794199 -0.0047801251691568991 -0.071138920548839371 0.045264973251607485 0.073301921503153303 -0.06995970349030349 0.017393571850746772 -0.037829889096994126 -0.11414380475151664 -0.070482976490550298 0.052605628936380246 0.0070140646090583684 0.047722491667128608 -0.070838793686200996 0.0035670286289484891 0.0066758998474744265 -0.073108793978294381
leaf_weight=39.867268206770177 1.0854458134854201 2.9777911356650284 0.68631791016377863 0.70040378076373599 1.6144634224474423 1.405936282360926 1.0935252827475781 1.0184860138688234 0.73588300149276609 0.85024659987539042 1.0698847931344087 0.73076990968548727 0.5980583147429559 0.58476716722361743 10.598207497620022 1.9390939967706797 1.0992927179313472 0.94142361357808368 1.0624415155389213 2.4751992834208059 1.3390782978385676 0.63628706692270531 0.70801186846620145 1.5513534723095279 1.5986485351932058 1.7403994528576712 1.2553252130746839 4.3138693792116101 2.9822398277392494 0.34326902331667852
leaf_count=2987 28 52 30 12 64 19 10 20 72 15 39 11 34 35 123 31 29 12 41 24 17 43 18 39 38 24 16 101 36 14
internal_value=7.67073e-06 -0.00245993 0.00211633 -0.0382238 0.00330835 0.0234532 0.0344579 0.0130207 0.0445477 0.059228 -0.00371774 0.00217758 -0.000652994 -0.0493692 -0.0130982 -0.0310274 0.00191551 -0.000318078 -0.03787 0.00312779 0.00916108 -0.0125994 -0.0378253 0.0045804 -0.0167731 -0.0018253 0.00285929 -0.0132044 0.0218025 -5.75323e-05
internal_weight=89.6034 41.2876 48.3158 1.38672 46.9291 6.71854 5.3126 2.84789 1.75437 2.46471 40.2021 24.6871 23.6172 1.18283 15.5151 4.91689 22.4343 21.335 1.79321 19.5418 14.1237 5.41815 2.94295 13.1823 2.30666 11.6309 10.2918 5.56919 4.72264 40.2105
internal_count=4034 791 3243 42 3201 200 181 102 92 79 763 557 518 69 206 83 449 420 52 368 245 123 99 233 56 194 177 117 60 3001
is_linear=0
shrinkage=0.1


Tree=193
num_leaves=31
num_cat=0
split_feature=0 10 0 6 13 17 18 4 18 17 9 8 7 17 5 18 13 7 17 2 12 10 18 5 6 7 18 7 18 18
split_gain=0.044148 0.202284 0.258385 0.234111 0.262126 0.200418 0.145103 0.202998 0.202288 0.131512 0.257721 0.268458 0.198621 0.288485 0.195373 0.163034 0.129325 0.10672 0.356903 0.304654 0.514188 0.369839 0.256351 0.290685 0.181572 0.179147 0.202317 0.174102 0.173215 0.504556
threshold=85.995710218650018 63.353515844050008 85.925810307250018 16.375382608200002 117.38883580790001 171.92791459955001 13.065205089100003 162.53166217615004 13.131682570750003 187.51563899930002 187.94830913940004 8.1436447804000007 22.907491544400003 188.19076296340003 22.629964856950004 13.059010054600002 117.35926276845002 22.747724408400003 195.53954078470002 111.23922738415001 144.57070813310003 62.095317438950012 13.24088655595 21.723721974650005 14.935348962050002 22.814487719050003 13.192618516750001 22.356277907050004 13.4793103924 13.531614672700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 -3 7 -2 -8 14 11 -11 13 -12 -5 -15 -1 18 19 22 -21 -22 -10 24 -24 -19 -27 -23 -28 -30
right_child=6 5 -4 9 -6 -7 8 -9 17 10 12 -13 -14 15 -16 -17 -18 25 -20 20 21 27 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.04530758336335735 2.9431092676464816e-05 -0.10052577796994824 -0.048980031377522285 -0.04663971691669596 -0.10619573407684982 0.085998599218042385 -0.049691012293493826 0.047878556530875659 0.10169999112391033 -0.0024235792002626436 0.0049334129694620851 0.074282835309066111 0.012795669877794664 -0.02570905345431598 -0.0017652162182581204 -0.11169224421838393 0.07950544966702959 0.046440764109455336 -0.12020865786185136 -0.13150750170128345 -0.091941624463886401 -0.021373663232186819 -0.054227647147337001 -0.11622455339209781 0.10082059019319581 -0.046851779671897138 0.012989792130407836 0.10015183456154585 -0.057388342241278638 0.00076747853337538795
leaf_weight=0.18469506024689408 2.0633883322589095 0.067087548524114804 1.3197301188483841 1.2129855444072726 0.44631167931675009 0.40757884070580985 0.80816272442461823 1.5546647545925223 0.37676424160599697 0.79976269917005982 1.2763287888410562 1.0622920449241062 3.6543112609206219 0.43369386548874889 4.8474546578668196 0.4486471120862916 0.15079525066539645 0.87060818057079714 0.31045437827469857 0.39394214711955988 0.24501291662454605 0.18220345012514372 0.11650846735210507 0.16484344704076648 0.21473659994080663 0.87982431333511968 10.783390203258021 0.33397344995773892 1.5360075812786806 51.886330973372196
leaf_count=39 19 119 29 37 36 24 15 36 13 24 15 34 112 15 515 26 5 18 22 20 6 112 33 4 25 13 115 27 16 2510
internal_value=1.36395e-05 -0.00468813 -0.00661605 -0.00276484 -0.055993 0.059636 0.00106827 0.02059 4.61599e-05 0.00026482 0.0089599 0.041337 -0.00141137 -0.0254618 -0.0107468 -0.0694292 0.010793 0.000634724 -0.0203593 -0.0050738 -0.0387657 0.00923135 0.0395141 -0.00771428 0.0462856 0.00137905 0.000776292 0.057255 0.00142895 -0.000904627
internal_weight=89.0325 16.3117 15.837 14.5173 0.781802 0.474666 72.7208 3.61805 69.1028 13.7355 7.67504 1.86205 5.81298 2.15867 6.06044 0.882341 0.33549 68.2946 2.33844 2.02798 1.15513 0.76119 0.872853 0.496089 0.331245 65.9562 65.0856 0.516177 64.2057 53.4223
internal_count=4034 1030 887 858 80 143 3004 55 2949 778 226 58 168 56 552 41 44 2934 262 240 165 145 75 62 58 2672 2654 139 2641 2526
is_linear=0
shrinkage=0.1


Tree=194
num_leaves=31
num_cat=0
split_feature=16 16 16 18 7 0 6 16 16 15 7 18 7 13 0 5 0 3 16 8 9 18 6 6 13 6 5 14 6 5
split_gain=0.0415236 0.112542 0.0983404 0.0419794 0.296297 0.323029 0.138577 0.30507 0.575078 0.453124 0.525135 0.449809 0.447386 0.326514 0.60248 0.504038 0.369216 0.50776 0.506707 0.31747 0.305716 0.271862 0.267214 0.262972 0.291162 0.261282 0.249704 0.24118 0.380754 0.217666
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 15.343833331950004 24.940142267700004 96.163458868000006 14.745344522600002 19.199955102150003 18.684956306450005 29.329759478700002 24.024273989350004 13.603286548350003 22.775216856700002 109.72404167800001 93.399723909900004 18.946524085150003 90.407470010750018 88.931506497100017 20.784951395750003 8.1436447804000007 197.29115675710003 14.395252042950002 15.760368238450001 14.595341017800001 109.96062599345002 14.935348962050002 21.089169479000002 277.23638966875006 14.555340083200003 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 -1 6 -5 -6 23 8 9 10 11 12 -8 -9 15 20 18 21 19 -17 -15 -18 26 27 -25 -11 -20 -2 -29 -24
right_child=3 -3 -4 4 5 -7 7 13 -10 25 -12 -13 -14 14 -16 16 17 -19 22 -21 -22 -23 29 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10199183763359132 -0.0036293415281871836 -0.101067649241144 0.087064598211666983 0.0795373743433469 -0.085558416691392344 0.0053820551840056824 -0.049296498653459725 -0.049415344516359337 0.080403079828271551 -0.11158174472346359 0.087671371859004671 -0.12662178638923929 0.10228232119675365 -0.10416121308951364 0.0708291854675306 0.013214214973123625 -0.044526352244660887 0.088271528414440179 0.084190049980369483 -0.097733086308395639 -0.0079012601184757971 0.04014442384677086 -0.01325411910550236 -0.10890653358813707 0.085835793239537952 -0.0020333192416402807 0.0061128168860449285 -0.088444820530110754 0.10263274500619171 0.00276961125929686
leaf_weight=0.039891679922390177 14.299936715902726 0.14052451254076459 0.088671137480559992 0.51824018042134312 0.40430415526498009 11.519075581475134 0.42037895251178203 1.3326460182433937 1.3774788907430773 0.44808340520103218 0.84237279649823893 0.28072784642245097 0.36273410357534885 0.74469316564500221 1.1976010277867306 0.36766093106052611 0.72959692217409544 1.1180729409679768 0.71752321068197378 0.86399284889921546 0.59239162784069777 0.78962266072630882 11.149582112557253 0.46388406194455534 0.092000321485102177 0.42348837292229291 0.95453746616840363 0.69083640907467803 0.1228271018480882 35.372040218879647
leaf_count=455 422 435 40 64 62 540 331 29 60 41 19 15 7 26 14 105 20 27 15 15 16 23 191 122 4 27 31 144 2 732
internal_value=1.25907e-05 -0.0392103 0.0284024 0.00013226 0.00551569 0.0022984 -0.000751891 0.00143226 0.0275743 0.00137692 0.0286871 -0.0180179 0.0209141 -0.00050993 0.000683784 -0.000889374 0.00066759 0.0371239 -0.00127769 -0.0646142 -0.0615135 -0.000518255 0.00034096 -0.00912712 -0.0766762 -0.0583532 0.0396177 -0.00664264 -0.0596006 -0.00107071
internal_weight=88.4654 0.269087 0.128563 88.1963 12.4416 11.9234 75.7547 60.0852 4.15526 2.77779 1.90621 1.06384 0.783113 55.93 54.5973 53.3997 52.0626 2.63729 49.4253 1.23165 1.33708 1.51922 48.1937 15.6695 0.555884 0.871572 1.67206 15.1136 0.813664 46.5216
internal_count=4034 930 495 3104 666 602 2438 1744 500 440 372 353 338 1244 1215 1201 1159 70 1089 120 42 43 969 694 126 68 46 568 146 923
is_linear=0
shrinkage=0.1


Tree=195
num_leaves=31
num_cat=0
split_feature=15 2 16 5 19 2 17 4 19 2 8 19 6 16 13 13 6 19 6 9 16 8 13 13 6 12 9 16 7 10
split_gain=0.0422718 0.104252 0.105507 0.0766897 0.0632613 0.138648 0.115331 0.10264 0.504381 0.176408 0.217954 0.268355 0.145096 0.127757 0.192669 0.142578 0.100066 0.0994677 0.155476 0.345948 0.147582 0.170503 0.139189 0.186185 0.139146 0.0991099 0.0978091 0.0819297 0.330795 0.55399
threshold=46.683480308100009 258.06114663960005 23.064946064100003 25.568932055400001 14.651182102100002 173.34516805710004 198.10578792550004 372.47712237630009 14.351157895250003 237.82463207520001 8.543332867800002 14.251149826300002 16.385382841850003 22.674946976100003 116.53390612245002 112.36141910395001 15.425360411050002 14.551174033150001 16.345381907250005 190.73543849905005 22.794946695500006 8.7431769115000026 117.72489307420001 117.69263157665002 16.605387982250004 320.0928336514001 184.85936449530001 22.534947303500005 23.851446749400001 62.391047833300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 7 6 -6 9 13 17 11 12 16 14 15 25 -11 20 -19 -20 22 -22 23 27 -21 -9 -24 -1 -29 -30
right_child=1 3 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 -18 18 19 24 21 -23 26 -25 -26 -27 -28 28 29 -31
leaf_value=0.0034981938060486212 -0.10295306070376178 -0.020639967783991308 0.015673933015869519 0.019289940874772614 0.026454722563934142 0.048475740495284879 -0.032501953755933274 0.022835757643771392 0.091222147594368738 -0.027813710234880086 0.011529152841419922 -0.11292838151157003 -0.077387602493215898 0.10022084335107216 -0.11296828902788336 0.088616222739339112 0.10168888220918909 -0.04846727325876813 0.049676508644816209 -0.037785431509121073 0.098486847318475679 -0.006436548038652682 -0.0051898556407976217 0.042504476386986317 0.0082570829204937687 -0.10092819863564484 -0.04755647251558616 3.9438735063887292e-05 -0.093907410431924132 -0.00044783504175029257
leaf_weight=43.056819991101548 0.23019491432023587 1.1914710375713182 0.11118814372457564 0.80662985805247434 0.66214694251539119 0.85892434790730465 0.66506657330319285 0.12287739912187479 0.64410392614081502 0.10622869506323585 0.62552457394485828 0.51420535915531218 0.16169405813889171 0.066773010417819023 0.25252459022522089 0.12233381412670497 0.13612511531391647 1.0206909449188959 0.89852372650057111 1.8485663990140895 0.33183307969011266 0.29043185941554839 1.2180297175291337 1.0836379273678165 1.0177578691364031 0.1366701585762371 0.98605889128521074 25.954841907383528 1.0409033997857471 1.6234165350906549
leaf_count=2497 62 33 5 36 31 27 9 165 42 42 14 14 13 11 35 21 4 18 37 32 11 37 91 11 26 321 16 302 53 18
internal_value=1.58046e-05 -0.0132459 -0.0643164 -0.00452033 0.000378903 0.0171709 -0.00308846 -6.19971e-05 0.0273357 -0.000511945 -0.0339958 -0.0650079 -0.00402259 -0.0313505 -0.0451988 -0.000385235 0.0449252 0.000131213 -0.01385 -0.00446489 0.0010164 0.0495156 0.000613814 0.00136379 -0.0214369 -0.0423347 -0.0241437 0.000741799 -0.00340513 -0.0369609
internal_weight=87.7862 2.33948 0.341383 1.9981 85.4467 2.18614 1.32721 83.2606 1.34528 81.9153 1.54378 0.918253 0.404048 0.701179 0.634406 0.381881 0.242354 80.3715 4.78554 3.76485 75.586 0.622265 74.9637 72.7596 2.86632 0.259548 2.20409 71.676 28.6192 2.66432
internal_count=4034 136 67 69 3898 67 40 3831 595 3236 87 73 59 553 542 507 46 3149 113 95 3036 48 2988 2881 58 486 107 2870 373 71
is_linear=0
shrinkage=0.1


Tree=196
num_leaves=31
num_cat=0
split_feature=0 6 7 5 15 10 0 0 13 15 18 7 8 19 6 13 5 6 5 17 8 6 12 8 19 16 15 6 0 0
split_gain=0.0419657 0.232544 0.216823 0.181223 0.115282 0.10867 0.122317 0.0929735 0.122343 0.0922329 0.12357 0.0989174 0.120545 0.0607678 0.379939 0.357895 0.549101 0.557546 0.275975 0.194771 0.169219 0.194223 0.300393 0.158857 0.148988 0.518043 0.131254 0.242793 0.119698 0.161741
threshold=85.667718326750006 16.525386113000007 19.506002767000002 21.043187000650004 43.216642080150002 55.917240655200011 76.451683855550016 71.131225215400022 120.87576600310001 36.124429763000009 12.844794714750002 19.623463571950001 8.8430989333000021 14.451165964200003 16.575387281250006 115.12515406205002 20.204934414350003 16.425383776450001 21.043187000650004 202.13833745355001 8.4434108459500017 16.485385178400005 140.52911877810001 8.6432548896500023 14.651182102100002 22.574947209950004 38.884669609800007 16.325381439950004 85.764502819450016 86.20003303655001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 7 -7 8 -5 11 -11 -8 -13 14 28 19 -17 24 -19 -15 -20 -22 -23 -16 25 -18 -27 -28 -2 -30
right_child=13 3 -4 4 -6 6 9 -9 -10 10 -12 12 -14 15 23 16 17 18 20 -21 21 22 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.0059602109119269702 0.038264090733687764 0.10029352164782762 -0.10387105884123789 -0.10093390881865175 0.017531442556098668 -0.10174705760045535 0.096009596061232411 0.077009641465121723 0.10156366858956974 -0.068912270533989087 -0.010176112644816585 0.081998015161391172 -0.1018262174319628 -0.0065216610327056314 -0.088219777955041545 0.086710301875934356 -0.11401181883745358 -0.011389447536454373 0.046299139092909933 -0.089784544179874248 0.047128214711291083 0.045994862418175353 -0.032622677802318839 -0.019990143558005331 0.015046641210377546 -0.038156022840837106 0.061244827944644503 -0.026520741679832538 -0.012119412748097053 0.001951612002834377
leaf_weight=0.29840343658179236 0.82344178963103232 0.17325088146299084 0.45201583685820879 0.08545618518655862 1.5531387969822388 0.18888675367634311 0.13790752355998881 0.21033933041235287 0.045840311795473099 0.49027439951896656 1.3294052439669028 0.062916593892850869 0.082385466936102603 0.56680478900670894 0.65902634656231274 0.89314138470217486 0.65760673441400275 2.1307802998053358 3.2311025417729979 0.55706183915026486 1.1439590256195518 0.76309162913821671 1.3385335477069018 0.70766658513457514 0.73495867755264033 1.2212645052932205 0.5121977371163664 0.81953716627322137 9.5642826184630376 55.997059616438435
leaf_count=38 26 7 211 139 39 198 13 59 1 38 39 18 42 13 16 42 17 29 38 27 17 18 34 26 10 21 36 21 116 2685
internal_value=1.4383e-05 -0.00877887 -0.0601968 7.13001e-05 -0.00407617 -0.0168199 -0.0246631 0.0357938 -0.0302347 -0.0177392 -0.0260013 0.0353465 -0.0222293 0.000560236 -0.000699708 0.00641904 0.0109502 0.00555987 0.0198285 -0.0477922 0.030099 0.0139711 -0.00407697 -0.0528908 -0.025568 -0.0348653 -0.0144786 0.00723472 0.000374774 -0.000101111
internal_weight=87.4317 5.11022 0.750419 4.3598 4.18655 2.63341 2.29178 0.341636 0.131296 2.10289 1.81968 0.28321 0.145302 82.3215 67.7515 14.57 13.4462 12.553 8.60747 1.12387 6.47669 3.24558 2.10163 1.36669 3.94556 3.21061 2.553 1.33173 66.3848 65.5613
internal_count=4034 842 249 593 586 547 348 199 140 150 77 73 60 3192 2869 323 283 241 136 40 107 69 52 42 105 95 78 57 2827 2801
is_linear=0
shrinkage=0.1


Tree=197
num_leaves=31
num_cat=0
split_feature=18 16 6 8 18 0 16 17 9 4 16 8 19 16 8 7 7 19 5 5 3 6 17 6 9 18 5 18 7 13
split_gain=0.0370994 0.110725 0.130176 0.140697 0.044591 0.227714 0.29177 0.468294 0.463631 0.282495 0.250863 0.285561 0.318662 0.23609 0.252119 0.225047 0.462981 0.21332 0.200596 0.265111 0.292701 0.196306 0.248759 0.180567 0.180434 0.173757 0.270912 0.158239 0.274677 0.272394
threshold=17.138111898250003 17.684958644900004 12.165284239900002 7.1444245619500011 13.946975448150001 92.313586825200005 20.784951395750003 197.20536406400001 188.96048214565005 227.16561897400001 22.514947350300002 8.3434888241000014 14.451165964200003 20.704951582800003 5.9453602998000008 23.822419043000004 23.699538637550003 12.751028791950002 20.204934414350003 21.336111252450003 92.598563387050021 16.375382608200002 192.20712075930001 14.905348261050003 66.346857137250012 13.036600629150001 20.911722254300006 14.012834869550002 24.175586727800006 109.49014582065001
decision_type=2 2 2 2 2 2 2 2 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 8 13 23 11 12 -8 14 24 16 17 -6 -12 25 -21 22 -22 -7 -1 -20 -27 -17 29 -29
right_child=1 -3 -4 -5 15 9 10 -9 -10 -11 18 -13 -14 -15 -16 27 -18 -19 19 20 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.021299553361169531 0.063261092292379265 0.10064432293225381 0.049989189806257599 -0.10083887259421552 0.083517461947998362 0.024407297954519833 0.087459886679652446 0.1033251636059305 -0.09335162495495658 -0.013502483390500128 0.022548548273546541 0.0090963279886152864 -0.018923894531686802 -0.13711856785885398 0.10228590436451622 -0.035733535603602144 -0.098328835700242243 -0.017323547038638792 0.0062374118819708852 0.041623545215782085 -0.073381806359623047 0.0023872910825894766 -0.00098034208447847124 0.10233522020914809 -0.066921810053541225 -0.0045876765272234461 -0.041437981445818284 -0.0018595859412348986 -0.0032764115301750769 0.044366905631020893
leaf_weight=0.5784030911108855 0.075250900241711771 0.14552331189770484 0.26865194403217174 0.17092162256858501 0.23550741864733016 0.56428238521038909 1.076218431291635 0.23336355760693539 1.0883896148516212 0.73027085723515472 3.4065122464671722 4.8058747245231643 0.38133108057081688 0.1229747429024427 0.23077775083947927 1.2276971897226747 0.73252489360129391 1.9200754986545687 2.6105810222215933 1.7899837326258445 0.80300232685704287 22.340403285917546 1.1601978825819967 0.62853472214192152 0.38690911558751395 3.8911469532176852 4.0940690021961927 2.4612234682952048 26.147307257806233 2.6442267450438521
leaf_count=76 412 18 35 237 127 25 90 3 61 56 43 78 8 5 12 39 39 94 33 30 33 432 36 15 506 34 46 73 1287 51
internal_value=1.24967e-05 0.023625 0.00185423 -0.0506762 -0.000168198 0.00172628 0.000401517 -0.0319296 -0.0450404 0.0354812 0.00224323 0.0208553 0.0596273 -0.00517771 0.00838765 -0.00289584 -0.0296464 -0.0063062 -0.000664176 -0.00281942 0.0025974 -0.000276918 -0.0305945 0.0654701 -0.0140607 -0.016159 -0.0234811 -0.000517234 0.000866162 0.0220821
internal_weight=86.9521 0.660348 0.514824 0.246173 86.2918 50.9232 49.0001 2.64082 2.40745 1.92309 46.3593 6.26342 1.45755 1.31906 1.19609 35.3686 2.88811 2.15558 40.0959 36.6894 26.0936 24.3036 1.9632 1.19282 0.965312 10.5958 7.98522 32.4805 31.2528 5.10545
internal_count=4034 702 684 649 3332 1622 1526 663 660 96 863 176 98 599 594 1710 260 221 687 644 531 501 69 40 582 113 80 1450 1411 124
is_linear=0
shrinkage=0.1


Tree=198
num_leaves=31
num_cat=0
split_feature=2 4 16 6 17 17 7 14 5 8 6 6 4 6 2 7 17 9 10 17 7 15 6 3 9 9 9 6 16 4
split_gain=0.0430336 0.134795 0.146724 0.227939 0.154875 0.127183 0.0925132 0.0918044 0.474163 0.138875 0.218673 0.130363 0.112197 0.186461 0.0985074 0.0932397 0.208749 0.925585 0.333057 0.259365 0.467151 0.435754 0.481064 0.471608 0.379234 0.175753 0.232357 0.18097 0.171987 0.218298
threshold=67.858768990950011 159.10550013555002 21.094950670800003 16.585387514950003 194.73806315685002 183.19621122360005 23.779256055650006 162.62753922915002 20.305669781650003 8.9430209551500024 18.080422446150003 16.355382140900002 158.55438663830003 16.935395692800004 90.745765132650021 23.109894804950002 191.08747234645003 195.30595290385003 62.165217350350012 188.10488866565001 22.814487719050003 41.800301886400014 16.505385645700006 93.281431752200021 195.10791980860003 186.68586460755003 185.90443620030001 16.715390552450003 22.694946929300002 165.86037890555002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 15 11 -11 -10 -14 -12 16 19 18 -18 20 24 22 23 -21 25 26 27 -9 29 -17
right_child=7 -3 3 -5 -6 -7 -8 9 12 10 14 -13 13 -15 -16 28 17 -19 -20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.028656006377809847 0.082389622904239845 -0.034804660415101822 -0.086155958689041801 0.002676974019021219 0.03702816362694155 -0.024775453804318465 -0.0095738787769139855 0.0036757059673583393 0.0052308822185971847 -0.012999269467125988 -0.044546338373329636 -0.10522311566786031 -0.10230524452667672 0.027768866707335273 0.037959178138527186 -0.07832906977320904 -0.014642917495620678 -0.11007149882446972 0.069585074060771121 0.068179069476167184 -0.10980510917231796 -0.027202228565574933 0.09153283430626942 -0.017511983552050921 0.062395469429084451 -0.02894597224169292 0.10064618195135616 -0.078592382256562135 0.06405057334516065 0.0026191406707050113
leaf_weight=1.3615000779100213 0.814801387052284 1.4280875479507811 0.47791507467627503 0.73014404583955184 1.2452414270956067 1.6482448384631423 1.1829880533296089 2.9565590375924584 1.3023695219026192 0.23853465836145804 0.22078994740149938 0.42881722484889906 0.28498992461516071 0.17969492755946703 0.41997186599473935 0.33513168967328866 2.4001305478896029 0.98253753773360575 0.58362617108070924 0.99940843365220633 0.45348582836959384 1.5831787998490652 1.0859488131709438 1.7972327771713024 0.74577486520865921 3.3763762133403361 0.22809623379725952 0.29397653124328815 0.45229306863620777 56.238048728976423
leaf_count=34 37 41 14 38 53 43 12 438 28 13 16 40 44 14 54 9 56 34 54 41 30 40 18 23 19 50 5 261 43 2432
internal_value=2.0311e-05 -0.00693108 -0.000941659 -0.0324658 0.00606151 -0.00313558 0.0108821 0.000736193 0.0192798 0.000104737 -0.0321959 -0.0722591 -0.00982058 -0.0520052 0.00952991 0.000671799 -0.00571632 -0.0258888 0.00183217 0.000201565 -0.0112083 0.0170149 0.0350451 0.0131106 -0.00532569 -0.0126933 0.00308171 -0.00376457 0.00263066 0.00213961
internal_weight=86.4759 8.07412 6.64603 1.20806 5.43797 4.19273 2.54449 78.4018 2.58186 75.8199 1.30811 0.667352 1.76705 0.464685 0.640762 74.5118 17.4863 3.96629 2.98376 13.52 8.05427 5.46577 3.88259 2.79664 7.60078 6.85501 3.47863 3.25054 57.0255 56.5732
internal_count=4034 235 194 52 142 89 46 3799 123 3676 123 53 86 58 70 3553 1069 144 110 925 803 122 82 64 773 754 704 699 2484 2441
is_linear=0
shrinkage=0.1


Tree=199
num_leaves=31
num_cat=0
split_feature=15 2 16 7 19 2 17 4 19 2 8 19 16 13 13 12 14 9 12 17 18 16 10 6 16 15 13 19 6 18
split_gain=0.036932 0.0986917 0.0868169 0.0723822 0.0669084 0.107644 0.0868459 0.0823216 0.441726 0.150129 0.190089 0.285719 0.105914 0.169748 0.123241 0.088098 0.077936 0.159932 0.108874 0.102202 0.607602 0.227429 0.400458 0.398308 0.311641 0.206196 0.1692 0.0899019 0.193186 0.104994
threshold=46.683480308100009 258.06114663960005 23.064946064100003 24.054467534550003 14.651182102100002 173.34516805710004 198.10578792550004 372.47712237630009 14.351157895250003 237.82463207520001 8.543332867800002 14.151141757350002 22.674946976100003 116.53390612245002 112.36141910395001 320.0928336514001 319.46956167260004 197.02865361825005 259.15561776220005 203.00435256470004 14.329845562450002 20.664951676350004 66.964115113200009 14.935348962050002 19.254954973500002 35.517387705950007 108.21850512495001 13.251069136700002 13.65531905435 17.788349580800006
decision_type=2 2 2 2 2 2 2 2 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 9 12 16 11 -11 13 14 15 -9 19 18 -18 -1 25 22 -22 24 26 -21 27 28 29 -24
right_child=1 3 -4 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0010942843593402325 -0.10270725914964673 0.009475682408250103 0.0076680725046054058 -0.030740343142323875 0.027208247530712239 0.046419282235178452 -0.024437066790064351 0.020454741843351099 0.089055051871369528 0.032727004446563172 0.010039605766897157 -0.098209495401514746 0.10018411814347455 -0.11140480956214241 0.086101989513332616 -0.10084330757117632 -0.12103216488655494 0.068761911347458557 0.03571774553855963 -0.036484409493852191 0.10195304281619577 -0.077721726261915147 -0.10225935398276553 -0.10476457622075226 0.08529833525815822 -0.13218512332517626 -0.070328418033836451 0.0098944564033002069 0.00011635460515572602 0.02256893838573433
leaf_weight=69.662006329884207 0.20582680837924217 1.3122385288829717 0.10900126164779067 0.67917617893544946 0.62032102694502034 0.81484982557594765 0.6853241971693933 0.1179016061147411 0.57762554427608848 0.22804536511739459 0.61614491473301314 0.61906830398947932 0.055516732856631279 0.22887327629359788 0.11155077629018706 0.12166454775660895 0.090301741569077332 0.4297970192737921 0.087003482505679131 0.41874534799717178 0.38410815969109524 0.37067035082145583 0.3317297320588749 0.3640131233842111 0.42707722727209319 0.48694192478433251 0.35236848914064456 3.8334380607411731 1.4958800295717081 0.084556341620213971
leaf_count=2581 62 28 5 41 31 27 9 165 42 55 14 18 11 35 21 321 50 34 2 29 9 23 128 26 7 15 12 93 32 108
internal_value=1.84043e-05 -0.0124652 -0.0644926 -0.00424008 0.000362722 0.0178993 9.99773e-05 -9.35777e-05 0.0257615 -0.000484272 -0.0322221 -0.062961 -0.0317673 -0.0443977 -0.000719603 -0.0411469 0.000104938 0.035796 -0.0441152 -0.000172107 -0.0104907 -0.00131435 0.00257968 -0.002961 0.00271832 -0.0879378 -0.00306525 0.00105989 -0.0166513 -0.0769041
internal_weight=85.9218 2.30624 0.314828 1.99141 83.6155 2.1205 1.30565 81.495 1.21313 80.2819 1.46326 0.847114 0.635507 0.57999 0.351117 0.239566 78.8186 0.607102 0.177305 78.2115 8.54953 7.64384 7.27317 6.88906 6.52505 0.905687 6.09797 5.7456 1.91217 0.416286
internal_count=4034 136 67 69 3898 67 40 3831 595 3236 87 73 553 542 507 486 3149 86 52 3063 482 438 415 406 380 44 373 361 268 236
is_linear=0
shrinkage=0.1


Tree=200
num_leaves=31
num_cat=0
split_feature=13 12 15 18 18 6 6 13 16 16 15 10 18 13 0 6 2 5 0 16 6 16 17 19 6 2 12 5 6 18
split_gain=0.0398166 0.069809 0.0618085 0.125348 0.116421 0.0620484 0.339917 0.52648 0.206501 0.503064 0.37533 0.382749 0.387237 0.317404 0.477232 0.479586 0.27115 0.268301 0.505427 0.449885 0.451402 0.343106 0.331825 0.294178 0.251116 0.198982 0.138626 0.125919 0.406235 0.407641
threshold=98.050756475600011 150.73104262400003 19.763739472850002 15.788786379500001 16.408483343700002 14.745344522600002 14.545339849550002 109.96062599345002 19.199955102150003 18.684956306450005 29.329759478700002 71.015621515800021 12.909082926650003 109.72404167800001 93.399723909900004 15.035351298550003 141.45287911200003 19.092410691950004 90.407470010750018 20.784951395750003 15.710367070250003 20.664951676350004 203.48482458890001 14.151141757350002 14.935348962050002 80.683647763550013 225.59153217100001 21.042547594650003 16.565387047600002 13.679220276500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 -4 -8 9 10 11 12 -7 -10 15 -15 -14 23 19 21 -21 25 -20 -17 -12 -19 -27 28 29 -22
right_child=2 -3 5 4 -6 8 7 -9 13 -11 24 -13 16 14 -16 17 -18 18 22 20 27 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10329967587694558 -0.0020517464016644427 -0.0085991318541258407 -0.0021921963520519674 0.080199642348029121 0.0061866312561200372 -0.077715305940601512 -0.10623311282921442 0.078168989428194557 -0.049219190488097614 0.07505176693453508 -0.11014512119855338 -0.1177808133808329 0.084997089494127653 -0.071697039023534012 0.065764172653189165 -0.10748177068640652 -0.03231655902157006 -0.11199872453221607 0.081918774250066703 0.066285115563641625 -0.010111580838566106 -0.12563984059455507 0.003125300360762437 0.0088933002632540625 -0.00042349570655586879 0.071223526151832292 -0.065495783236974373 0.0027386022142373281 0.024720835754284604 -0.068004782136930134
leaf_weight=0.10008328294543289 1.3850897869425574 0.35025305898088277 24.197190378558393 0.4681504419313568 0.38922265314613469 0.23183139559750987 0.69304166655820054 0.19936793204396963 1.2821093722013746 1.2820057212447862 0.42836989502393397 0.16824262169393467 1.0381225913388332 0.92303322954103251 1.1184002785012115 0.47156753181479771 0.24317148239515507 0.13332542500574973 1.275898335501551 1.0434730406850565 6.910456804558633 0.49594008188432781 0.91977066243998695 0.40271620871499181 0.40655411705665756 0.25288635735341813 0.10493669335846789 34.45700245714761 2.6335116862319401 1.4760349986318031
leaf_count=305 152 881 758 21 27 171 195 6 29 61 48 20 94 26 14 26 18 8 24 27 97 13 37 16 29 56 37 741 43 54
internal_value=1.07638e-05 -0.0296455 0.000167827 0.0165495 0.0465999 -0.000275895 -0.00442751 -0.0650369 0.00152937 0.0240655 -0.00191102 0.0253046 0.0412141 -5.87112e-05 0.00113913 -0.000264286 0.0627326 0.00103935 0.00200533 -0.000162569 0.00125494 -0.0669682 0.048912 -0.0538766 -0.0567178 -0.0077242 0.0311286 -0.000237185 -0.00954178 -0.0203009
internal_weight=85.4818 0.450336 85.0314 2.24246 0.857373 82.789 25.0896 0.89241 57.6994 3.7983 2.51629 1.68137 1.51313 53.9011 52.619 51.5006 1.28129 50.5775 49.7032 47.5076 46.5205 0.987089 2.19567 0.874284 0.834924 0.491148 0.357823 45.477 11.02 8.38649
internal_count=4034 1186 2848 200 48 2648 959 201 1689 441 380 303 283 1248 1219 1205 112 1179 1137 1076 962 114 61 42 77 101 93 935 194 151
is_linear=0
shrinkage=0.1


Tree=201
num_leaves=31
num_cat=0
split_feature=0 0 7 7 16 17 6 12 6 19 13 13 5 9 6 17 10 6 18 17 17 8 0 15 8 5 2 2 17 6
split_gain=0.0376499 0.1991 0.180683 0.240118 0.203807 0.0932989 0.109338 0.388134 0.158253 0.070131 0.291708 0.348663 0.363472 0.31398 0.282155 0.214124 0.177128 0.234756 0.285995 0.172742 0.169618 0.146385 0.116224 0.512058 0.388749 0.756172 0.213657 0.576732 0.435652 0.257336
threshold=85.732241321850012 85.764502819450016 22.721067571950005 22.545611589100002 22.824946625350005 188.83172615260003 16.525386113000007 142.87155597255003 16.455384477450004 14.451165964200003 115.12515406205002 116.86189801435002 21.043187000650004 213.27127849780001 16.575387281250006 195.18216166535004 62.057679025150001 16.535386346650004 13.820816557100002 197.20536406400001 202.13833745355001 8.6432548896500023 86.20003303655001 45.169600924000008 8.543332867800002 24.041678002600005 188.47750099235003 185.72519583365002 190.69924117675001 13.65531905435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -4 6 7 -1 -9 14 20 13 15 -12 22 -13 17 18 -14 -18 -11 -16 24 26 25 -3 27 -24 -28 -30
right_child=1 9 4 -5 -6 -7 -8 8 -10 10 11 12 16 -15 21 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.10732874812741347 0.060922962787900853 -0.08184310862686188 -0.10378788905835955 0.07330942838160108 0.044862627104580832 0.028048435322915833 -0.005553402314170057 0.066035354282271072 -0.06679851031796144 -0.0054832313198186168 0.096215896049275496 0.0048884789184959589 0.062030147552354559 -0.00033373417479104804 -0.084685203432356512 -0.045901552369126568 0.024569309163153558 -0.0085702461675299258 -0.0010191857701372579 -0.030303780772056262 -0.087267894881371641 -0.01609546629960262 0.0012132747188276188 -0.098121870059328958 0.00745083784534031 0.0041070560997498061 0.089376547322390476 -0.10217454425508797 -0.054018932964959222 0.016082301056525531
leaf_weight=0.46548981525938771 0.54352848272537713 1.8131680018268506 0.36254426945242801 0.38968551017023845 0.12370376689068507 0.63725037513222549 3.9665191432948177 0.2915336353140674 0.12954018860727956 0.53336198814213165 0.8533424304332573 1.5644683744758352 2.3698764247819786 0.55646267253905535 0.58480265481193672 1.7682150871551128 1.0833805876318368 1.1987970578484235 1.033059431472793 1.2194287292368242 0.48343951138667762 0.66496419836767018 46.059203590780498 0.51045706239528854 5.3346792579395697 2.3505624348763376 0.77231617240087658 0.54594944134907919 0.57332625986413166 6.044984789325099
leaf_count=101 15 50 102 25 29 43 525 50 22 13 34 32 31 18 15 31 19 17 35 23 27 26 1678 30 46 20 252 35 479 211
internal_value=9.25744e-06 0.00060936 -0.00738678 -0.0025422 -0.0659705 -0.0079259 -0.0126496 -0.0443984 0.02517 0.000188635 0.0069988 0.0114832 0.00506246 0.0581069 -0.001133 -0.0220591 0.0181535 0.0294839 0.0428897 -0.00448817 -0.0443678 -0.0481906 -0.000214149 0.00156472 -0.0104221 -0.0333214 0.00250712 2.15281e-06 0.0183034 0.0100096
internal_weight=84.828 78.4618 6.36627 5.88002 0.486248 5.49033 4.85308 0.886564 0.421074 77.9182 12.6638 11.647 10.2372 1.40981 65.2544 3.33268 6.90454 4.60173 3.40294 2.30281 1.0168 1.24977 64.0046 54.5062 9.49841 4.16373 53.9958 46.6052 7.39063 6.61831
internal_count=4034 3137 897 766 131 741 698 173 72 3122 280 240 188 52 2842 63 125 83 66 42 40 41 2801 2685 116 70 2655 1713 942 690
is_linear=0
shrinkage=0.1


Tree=202
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 6 6 13 6 15 18 18 18 4 10 6 6 18 6 0 16 5 3 18 9 0 17 7 7 10
split_gain=0.0398889 0.0978187 0.112877 0.0690351 0.101668 0.0420791 0.315236 0.466604 0.212122 0.151954 0.101635 0.514991 0.482712 0.306457 0.319543 0.313841 0.236709 0.407275 0.230217 0.196576 0.246279 0.294864 0.241973 0.224235 0.604113 0.187003 0.155474 0.152776 0.196886 0.147585
threshold=17.138111898250003 17.684958644900004 20.729785921300003 20.123524217100002 12.165284239900002 14.745344522600002 14.545339849550002 109.96062599345002 14.785345457250001 37.606388722050006 14.366548389000002 14.224291663350002 14.493864790000002 202.99973138610002 70.077349628250019 15.945372561050002 14.845346859150002 14.118140587000001 16.235379337050002 92.313586825200005 20.404952284350003 26.429668882900003 89.356282881700011 13.893471991850001 204.99169312540002 93.953546284800012 199.84861692095004 23.864758692950002 23.779256055650006 68.20618276945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 9 -8 -7 -1 11 16 -12 -14 15 -15 -10 19 -13 20 21 29 -22 26 -25 -16 27 28 -24 -18
right_child=1 -3 -4 -5 -6 8 7 -9 10 -11 12 18 13 14 25 -17 17 -19 -20 -21 22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004136113384179004 -0.10062984328787856 0.10059376424074712 -0.10063188342167229 0.087464717682170012 0.036698612376183846 0.060878392415594729 -0.10567466918151108 0.074210759369636031 -0.068276482477372891 -0.054180815816600537 0.052566817427537382 -0.10852683904194549 -0.073738160467087463 -0.064341792722043961 0.092150657222401677 0.041963701440304355 -0.11112643979021702 0.05769833049079625 -0.017716494348692737 0.03941143131042759 0.051381936817032937 0.011929580878722128 0.00019980474919909679 -0.093234566897363036 0.0087635258093593602 0.0015309123339325549 0.030079919742417777 -0.022452186645700728 0.044430761637952405 0.0021824802673711305
leaf_weight=25.574880973704815 0.075241997463847521 0.13500268801726634 0.084544879582608701 0.12678523747854342 0.19014294649241492 0.59269524042247113 0.63098416519460343 0.18691134359687567 0.48918411650083626 0.53665607026778062 1.9715102800109878 0.61665155552327522 0.62583664788689963 0.80276581272482894 0.49505949477315869 0.42460593275291103 0.55423002477107164 1.2624917221837666 0.51009888366388623 1.243471766822039 0.90921086259186168 0.51781625545390852 36.908551479622474 0.93753397388718385 1.525546994525939 0.42169675830518827 1.759236368445271 2.8883469762222367 1.0345880116801698 0.14503255941372117
leaf_count=1283 578 18 72 9 25 30 204 6 9 40 48 18 31 41 16 38 170 32 28 26 20 338 751 43 34 28 27 45 19 7
internal_value=6.98974e-06 0.0254499 0.00416961 0.0267629 -0.00223678 -0.000179258 -0.00343352 -0.064566 0.00136808 -0.00151866 0.000738724 -0.000555917 0.0147465 -0.0121719 0.00579829 -0.0275657 0.000945502 0.00162703 -0.0674155 0.000165145 -0.000869225 -0.0452688 0.000306456 -0.000724276 -0.0300605 0.0504667 0.000972278 -0.000281833 0.00140584 -0.0876253
internal_weight=84.1773 0.611718 0.476715 0.39217 0.265385 83.5656 26.9294 0.817896 56.6362 26.1115 56.0435 51.302 4.74147 2.76996 2.14413 1.22737 50.1752 49.6861 1.12675 48.4236 47.1801 1.21708 45.963 45.0538 2.46308 0.916756 42.5907 40.8315 37.9431 0.699263
internal_count=4034 702 684 612 603 3332 1533 210 1799 1323 1769 1567 202 154 123 79 1521 1512 46 1480 1454 515 939 919 77 44 842 815 770 177
is_linear=0
shrinkage=0.1


Tree=203
num_leaves=31
num_cat=0
split_feature=18 16 15 13 10 13 12 12 12 12 7 7 16 7 4 8 18 9 17 12 4 2 2 2 3 3 18 18 7 2
split_gain=0.0346815 0.089715 0.100653 0.0656053 0.0697278 0.0839907 0.0671503 0.0411077 0.441221 0.312273 0.264552 0.154494 0.571804 0.161565 0.421048 0.43928 0.310659 0.215719 0.169013 0.149881 0.677376 0.175902 0.170053 0.144648 0.138426 0.321647 0.193438 0.132195 0.365464 0.278031
threshold=17.138111898250003 17.684958644900004 20.729785921300003 98.618021141100016 82.457699319000014 95.986020631400024 217.19140783420002 147.88310320375004 145.97209859650005 152.73554204000004 22.721067571950005 24.175586727800006 18.964955651700002 23.356162058950002 165.86037890555002 8.4434108459500017 13.893471991850001 197.29115675710003 196.70243143610003 156.64017958600002 222.75625367455004 137.02423825130003 140.91298750955002 65.896304893200011 85.468772425100013 84.643415779050017 14.329845562450002 13.065205089100003 22.620600126450004 111.23922738415001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 6 -6 8 11 10 -9 13 24 16 17 -16 18 -15 27 -11 -21 -22 -23 -18 25 -13 -27 28 29 -1
right_child=1 -3 -4 -5 5 -7 -8 9 -10 19 -12 12 -14 14 15 -17 23 -19 -20 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0055432056913839699 -0.10242190864038084 0.10049089972761166 -0.10057173423934712 0.085419107417101417 -0.10144840344476579 0.10046977896907257 0.053965109801281823 0.0052619729353020695 0.081969123373459046 0.027981729991722118 -0.097905271886448042 -0.001042819615073947 -0.086109814599668474 -0.046118474155580451 0.071752639855929529 0.012251779630969035 -0.0031153219454666814 0.0066638597181412048 0.044406250144503098 -0.11468309200084637 0.032334524821352871 -0.054759277380916328 -0.0011782166802781803 -0.10773645417672187 0.04649064331512931 0.046738062817253956 -0.10498172285936996 -0.013356927917152296 0.067662541742660648 0.068482563486559858
leaf_weight=6.8685067282549408 0.055879648115477631 0.12227426227764226 0.07654279560432542 0.1221679495065473 0.062290552470471994 0.083119106478989124 0.050212625121389465 0.41496415228175354 0.68146269355020095 1.7197906323890482 0.6198243073267804 12.275299853024528 0.86762196314521212 1.1401720193971399 1.9639307425186414 3.3697165447520092 0.20087574329227287 2.4129809334408492 0.89268243196420449 0.52804743395245068 1.5512976206373412 0.60147183790104364 38.959839669900816 0.38627633216947288 0.55640251003205854 0.10237826220691282 0.4690085124457255 5.017283848594956 0.89233668736414973 0.54784207259581297
leaf_count=324 10 18 72 11 316 7 268 26 40 54 44 353 37 23 101 35 7 42 25 13 19 23 1618 58 17 52 49 212 23 137
internal_value=1.13393e-06 0.0245298 0.00389937 0.0252993 -0.0039041 0.0242376 -0.032084 -0.000167969 0.00221677 -0.00224382 -0.0565338 0.00078517 -0.00743457 0.00573614 0.016395 0.0341609 -0.000661552 -0.0102735 0.002282 -0.000948196 -0.00214302 -0.000697568 -0.00199284 -0.0719436 -0.00234168 -0.00445666 -0.0777973 -0.000539822 0.00719992 -7.49582e-05
internal_weight=83.6125 0.572487 0.450213 0.37367 0.251502 0.195622 0.112503 83.04 38.6448 44.3952 1.03479 37.9633 14.2707 23.6926 8.8868 5.33365 14.8058 3.55315 14.2187 43.3604 41.6407 41.1126 39.5613 0.587152 13.4031 12.8467 0.571387 13.326 8.30869 7.41635
internal_count=4034 702 684 612 601 591 584 3332 1535 1797 70 1495 508 987 201 136 786 65 721 1727 1673 1660 1641 65 471 454 101 696 484 461
is_linear=0
shrinkage=0.1


Tree=204
num_leaves=31
num_cat=0
split_feature=6 10 0 6 15 4 10 18 5 2 6 15 6 17 5 0 6 3 6 17 17 0 5 12 9 7 2 13 6 6
split_gain=0.038016 0.346051 0.390754 0.211043 0.175914 0.265382 0.369345 0.226976 0.360161 0.276652 0.412992 0.166665 0.426594 0.491172 0.191565 0.291014 0.167378 0.165148 0.209832 0.407795 0.249886 0.292104 0.20406 0.265014 0.19044 0.153052 0.142625 0.265927 0.215581 0.141503
threshold=16.455384477450004 64.665483411650015 87.278104746850019 18.080422446150003 41.492094664050008 262.75803037610007 61.950140699950005 13.258241318650002 23.545618314050007 207.18514273665002 16.505385645700006 42.246988155050012 16.405383309150004 203.72643944000004 22.649179082500002 86.565663342300013 16.445384243750002 93.281431752200021 16.385382841850003 191.46721301340003 195.16372169425003 86.89903215050002 21.500664456800006 123.47238069670001 194.04304600165003 22.870118039000001 125.56293566760002 117.58509325145 16.645388916850006 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=11 2 4 -3 5 -2 -7 26 -9 -10 -11 14 13 25 16 -16 17 18 -1 -20 -21 -22 -19 24 29 -13 -6 -28 -29 -24
right_child=1 3 -4 -5 7 6 -8 8 9 10 -12 12 -14 -15 15 -17 -18 22 19 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.00072327395676588036 -0.0053941481141803072 -0.10718947843759939 0.053527884576993014 0.012792292597327344 0.013527973181296915 -0.010898705872049845 -0.096674939223616085 0.065101564575871892 -0.027056667207001714 0.089800386834920476 -0.0044468295650732436 -0.02269144315479088 0.01492549307338102 0.0067183238104329968 0.0038670536219664528 0.09544143976315618 0.028464375751301702 -0.044971249734544645 0.10230447630917248 -0.028072943021694958 0.10155470248044735 -0.038503112573655927 -0.10222314648568448 -0.02921759455703922 0.092721955834157321 -0.11198654233930271 -0.0034291133872217279 -0.11002848039559909 -0.012881721616657717 0.10171811936943753
leaf_weight=42.602541091476297 13.038501683014156 0.50062003213451944 1.2431255986448366 0.20731163736490998 1.9571385337039808 1.3227032163158576 0.80904184079554387 1.3764921231195328 1.5405795749829851 0.72269856821458267 1.3036512909784503 0.24317276159854351 1.9644063156133595 0.85807379434118036 0.91653726270669611 0.55849038009807828 2.2773697688244274 1.6959586468765331 0.60517684184014742 0.91517672315239884 0.42768918722867966 0.22844914346933365 0.10549857051910272 0.85481849661152864 0.42732047662138939 0.91121164728747317 2.5112356181771252 0.50643623271389504 0.41612750757485628 0.050215288996696472
leaf_count=2504 534 30 22 37 21 101 54 20 28 36 31 14 38 53 77 39 42 34 10 6 55 8 65 22 8 60 35 29 20 1
internal_value=-6.00893e-07 -0.00304551 -0.00121907 -0.0720539 -0.0038875 -0.0107422 -0.0434526 0.00617477 0.0216511 0.00488335 0.0291665 0.00150186 -0.0182246 -0.0505832 0.00302028 0.0385399 0.0019764 0.000717387 0.00227052 0.0325563 0.00569341 0.0527905 -0.0214754 0.00623823 0.058222 -0.0931764 -0.00801679 -0.0202965 -0.0662099 -0.0364553
internal_weight=83.0978 27.4557 26.7477 0.707932 25.5046 15.1702 2.13175 10.3344 4.94342 3.56693 2.02635 55.6421 3.97686 2.01246 51.6652 1.47503 50.1902 47.9128 44.779 2.17649 1.57132 0.656138 3.13381 1.43785 0.583034 1.15438 5.39094 3.4338 0.922564 0.155714
internal_count=4034 998 931 67 909 689 155 220 115 95 67 3036 165 127 2871 116 2755 2713 2583 79 69 63 130 96 74 74 105 84 49 66
is_linear=0
shrinkage=0.1


Tree=205
num_leaves=31
num_cat=0
split_feature=5 10 7 13 5 7 7 6 0 10 8 17 0 16 17 17 2 9 10 6 17 18 10 16 7 7 13 7 5 8
split_gain=0.0352367 0.109231 0.154219 0.100724 0.086749 0.0832902 0.134751 0.090637 0.064579 0.0540628 0.197353 0.277549 0.101147 0.175719 0.111509 0.131203 0.116756 0.0984441 0.0811474 0.241106 0.121708 0.208537 0.0932719 0.171057 0.0797471 0.060971 0.226208 0.159552 0.0996629 0.0892988
threshold=29.996566321350006 60.613977009100005 19.623463571950001 121.87049551135001 28.449653740450003 21.725272673150005 19.078733418100004 16.585387514950003 76.451683855550016 61.901748453550006 8.4434108459500017 187.51563899930002 85.667718326750006 22.704946905950003 189.31157886915003 188.95754880325003 145.31340866805002 198.96357396150003 61.982402197500001 16.525386113000007 188.41589330430003 13.3584252364 62.00390986255001 22.604947139800004 19.506002767000002 21.147833206800005 105.33378955095002 22.061824394000002 22.387336278850004 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=1 2 4 5 8 6 7 -2 -1 10 11 -3 13 14 15 16 24 -12 19 20 -14 -22 23 -20 -11 26 28 -27 -24 -29
right_child=3 9 -4 -5 -6 -7 -8 -9 -10 12 17 -13 18 -15 -16 -17 -18 -19 22 -21 21 -23 25 -25 -26 27 -28 29 -30 -31
leaf_value=-0.1013839907030689 0.057711142964208963 -0.0049445966650737208 -0.10207655848924112 0.097819072076666 0.050274580702883875 0.099427547299225261 -0.10403462650279854 -0.10079364788292566 0.031279190821008516 0.074921417889958569 -0.018073338176814953 0.083774598942366343 -0.017506800605573792 0.10150543623208697 -0.10318683292186014 0.10009175731567713 -0.0081526948514745925 0.012494315953804612 -0.0057417165571935248 -0.039294034473546291 0.040915776122501329 -0.010034757560952134 -0.10326608916203524 0.03734283673664586 -0.10367738199099988 -0.068746790855244905 0.092820788585163433 0.00082030992285859637 0.060383314047020499 -0.023080008835287102
leaf_weight=0.098965871340168543 0.18093595723621447 0.66762929705146123 0.25281648823647629 0.14184670109534636 0.17402856314947712 0.070553422556258738 0.1227863133426581 0.045060710261168424 0.058315197471529245 0.027604721573878832 1.9075203347019849 0.74733014726916736 2.1222175147850058 0.0949610270326956 0.22459731058825128 0.077351718558929861 0.53044359508317029 2.3534469026781153 1.78852305188775 2.0398362783016637 1.4825769530143591 1.7533366491115883 0.12022174571120459 1.9009314738214014 0.26506539177114519 0.33737167399249202 0.27726917990366928 61.007066041040616 0.053897475048870547 1.6043975987267902
leaf_count=69 38 40 139 11 71 9 34 75 7 3 24 25 21 3 70 2 43 17 22 29 17 34 56 31 205 74 19 2760 9 77
internal_value=3.97546e-06 -0.000166997 -0.0432559 0.0249766 0.00162902 0.000336515 -0.0197081 0.0261074 -0.0521964 0.000142272 0.00955537 0.0419137 -0.000563443 -0.0291239 -0.0401496 -0.0244267 -0.0361282 -0.00119 -9.56559e-05 -0.0100352 0.0011036 0.0133089 0.00100038 0.0164569 -0.0868319 0.000100914 0.0367223 -0.000161687 -0.0526095 0.000207872
internal_weight=82.5289 81.9677 0.584126 0.561183 0.33131 0.419336 0.348783 0.225997 0.157281 81.3836 5.67593 1.41496 75.7077 1.22002 1.12506 0.900465 0.823114 4.26097 74.4876 7.39797 5.35813 3.23591 67.0897 3.68945 0.29267 63.4002 0.451388 62.9488 0.174119 62.6115
internal_count=4034 3867 286 167 147 156 147 113 76 3581 106 65 3475 326 323 253 251 41 3149 101 72 51 3048 53 208 2995 84 2911 65 2837
is_linear=0
shrinkage=0.1


Tree=206
num_leaves=31
num_cat=0
split_feature=15 5 19 3 4 19 2 8 19 16 13 13 12 13 19 18 19 7 3 5 5 0 8 16 17 9 3 6 5 17
split_gain=0.0409628 0.0870914 0.0559945 0.0953482 0.0741484 0.352316 0.10313 0.162471 0.237323 0.0923724 0.14558 0.0971809 0.0757904 0.0670832 0.111078 0.0568716 0.556706 0.293713 0.2281 0.336802 0.222659 0.174268 0.265579 0.199206 0.34862 0.273558 0.212457 0.314314 0.243548 0.220423
threshold=46.683480308100009 25.322158499750007 14.651182102100002 93.14163192940002 372.47712237630009 14.351157895250003 237.82463207520001 8.543332867800002 14.151141757350002 22.674946976100003 116.53390612245002 112.36141910395001 320.0928336514001 116.53390612245002 11.550931964450003 13.975517741000003 14.351157895250003 23.445318439400001 88.931506497100017 20.603398083600002 20.482113285800001 92.313586825200005 8.4434108459500017 20.784951395750003 197.20536406400001 188.96048214565005 92.324340657750014 16.375382608200002 21.269675393700002 192.20712075930001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 15 8 13 10 11 12 -6 14 -8 21 17 -17 19 -19 -18 23 -23 24 25 -1 28 29 -25 -28
right_child=1 -3 3 -5 5 -7 7 -9 -10 -11 -12 -13 -14 -15 -16 16 20 18 -20 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0048913922293602587 -0.043302088547285629 -0.00018774901653486025 0.037310967659993706 -0.006553110448070814 0.019928130847808985 0.087057353432315659 0.093547975892854518 0.010183277122219751 -0.094215688950857315 0.10016351247743448 -0.10985831529799756 0.083428667800715034 -0.10072458251437917 0.1012345429186893 -0.10297796988794027 -0.088549118193808646 -0.016812874067600653 -0.00026088351238848234 0.03995706861852942 -0.09283755053467857 -0.11267909132869657 0.012054461507759058 0.10256259398343376 0.0067350874423963052 0.10253819569024028 -0.080210815925200976 -0.071604666987129945 0.0016418827240908174 0.045732752885020413 -0.0081009102465144246
leaf_weight=0.9953888414243004 0.67689805763075073 1.5219866396121231 1.066553730983286 0.92564422503346566 0.10935034735291427 0.50040236266795546 0.051646644644278039 0.61421835733926855 0.53576748649356887 0.050369599834084511 0.19333842232299503 0.09745159563362904 0.099382841642977837 0.084252526843556552 0.064900458850388532 0.376134358128417 0.39420728711411246 28.33739444300361 1.388298735662828 0.39850742626731417 0.6286136468697805 1.4496719680273589 0.41759466938674439 6.1540569858625513 0.18439073488116253 0.93531821812757698 1.0193383023142844 29.610312928904023 2.1647475934587419 1.1785349926394699
leaf_count=530 57 79 21 46 165 42 13 14 18 11 35 21 321 6 36 125 21 1508 26 56 45 88 9 75 3 60 33 507 40 23
internal_value=5.10489e-06 -0.0134599 0.000375087 0.0169302 -4.75655e-05 0.0263432 -0.000407619 -0.0277954 -0.0594655 -0.0289066 -0.0419214 0.000976892 -0.0375175 0.033254 -0.0158895 8.15215e-05 -0.0031622 -0.000728622 0.000367915 -0.00154473 -0.0757311 0.00239968 0.0322957 0.00107816 -0.0288329 -0.0413794 0.00265477 -0.00106639 0.0168832 -0.0375529
internal_weight=82.2247 2.19888 80.0258 1.9922 78.0336 1.0503 76.9833 1.35079 0.736567 0.549893 0.499523 0.306185 0.208733 0.2008 0.116547 75.6325 31.5232 30.5003 30.1242 28.7359 1.02282 44.1094 1.86727 42.2421 2.1151 1.93071 40.127 31.8082 8.3188 2.19787
internal_count=4034 136 3898 67 3831 595 3236 87 73 553 542 507 486 55 49 3149 1781 1715 1590 1564 66 1368 97 1271 593 590 678 563 115 56
is_linear=0
shrinkage=0.1


Tree=207
num_leaves=31
num_cat=0
split_feature=6 10 0 17 15 6 17 4 10 10 0 0 0 16 15 3 16 19 3 6 5 8 16 3 3 2 3 2 5 6
split_gain=0.0346519 0.287675 0.303055 0.201084 0.145429 0.354863 0.457446 0.305939 0.159135 0.366242 0.216626 0.455494 0.397337 0.31174 0.375964 0.297532 0.276801 0.271892 0.209861 0.381961 0.542636 0.424565 0.337162 0.374277 0.597011 0.190275 0.177361 0.288952 0.419084 0.232336
threshold=16.455384477450004 64.665483411650015 87.278104746850019 181.44667750215004 42.246988155050012 16.395383075500003 203.92158861145001 292.37128869975004 69.999384342500022 69.563854125350005 91.394134144600017 91.937202686950016 90.407470010750018 20.784951395750003 32.866677124050007 88.931506497100017 19.974953289850003 13.751109481500002 83.538459487450012 14.745344522600002 17.089764221050004 7.943800736700001 19.199955102150003 85.538672336450006 84.974096129100005 78.595990734650016 93.281431752200021 131.42729508740004 19.830540377400002 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 8 6 -6 -7 9 10 12 -12 13 14 -1 -14 17 25 -10 20 21 -20 23 24 -21 -13 27 28 -15 -30
right_child=1 3 -4 -5 5 7 -8 -9 18 -11 11 16 15 26 -16 -17 -18 -19 19 22 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0099480398181472883 -0.003640370815671905 0.014856655224552566 0.048477016931825434 -0.10637603425858096 -0.10191337661756655 0.042258743241996126 0.033624760012598946 -0.026828118430675632 0.0016383212130648946 0.060798375767321694 -0.098086328638719994 0.028609017232671327 0.01309924692461982 -0.010859841470640823 -0.11292314949095772 0.099580200027278395 -0.041739356689354606 0.062620568965065238 0.091244721059764805 0.048111733056260722 -0.10367742671531165 -0.10269227616761629 -0.044092762558579184 0.074183815485008672 -0.095395787461097004 -0.069359614456847601 -0.0098376406502187555 0.0068555231431416258 0.10129533520709058 0.026262076090630235
leaf_weight=0.52100531268378247 25.057741463444479 0.19764522045352251 1.1677145361900318 0.44454065203035498 0.85209603832481595 1.1378838558480313 0.35182438959600404 1.467801789696068 21.915033154189334 1.2778526010570193 0.58384839780774145 0.41617564018815778 0.77246539989573537 0.92206301167607607 0.47703873179852962 0.82027439074590802 1.0196673227474091 0.88043181225657463 0.32279920713699439 0.67842935444787211 1.0388573593668295 0.17358289123512805 1.1933757882798088 0.83583481296057005 0.50617677268382977 0.37859254859085922 3.9737977429758748 10.628872876055537 1.0749176715034989 0.66983307898044575
leaf_count=166 909 42 22 25 60 26 50 29 1636 38 44 11 28 12 9 29 20 13 95 18 272 30 24 31 33 41 92 133 84 12
internal_value=3.59589e-06 -0.00293901 -0.00131979 -0.0690643 0.00144393 -0.0174041 -0.0623048 0.00334161 0.00284962 0.00868236 0.00580425 -0.0180093 0.0097356 0.00555904 -0.0487811 0.0576377 -0.000660431 0.0243437 -0.00249154 -0.0215492 -0.0625817 0.0234257 -0.00194801 0.0229448 -0.0132084 -0.0180589 0.00869948 0.0142398 0.0436708 0.0724891
internal_weight=81.7582 26.8676 26.2255 0.642186 54.8905 3.80961 1.20392 2.60569 51.0809 24.4168 23.139 3.27872 19.8603 18.2675 0.998044 1.59274 2.69487 1.6752 26.6641 4.74906 1.53524 0.496382 3.21382 2.02044 1.18461 0.794768 17.2695 13.2957 2.66681 1.74475
internal_count=4034 998 931 67 3036 165 110 55 2871 732 694 129 565 508 175 57 85 65 2139 503 397 125 106 82 51 52 333 241 108 96
is_linear=0
shrinkage=0.1


Tree=208
num_leaves=31
num_cat=0
split_feature=5 10 7 13 3 5 7 9 5 15 3 7 10 16 5 19 8 19 19 7 5 6 6 19 7 3 9 0 8 10
split_gain=0.0329079 0.0950638 0.142855 0.0898097 0.0759217 0.0934116 0.0741727 0.118216 0.0524892 0.193634 0.0573378 0.0681544 0.0546062 0.0856804 0.0554035 0.0765005 0.0692773 0.0669516 0.146732 0.397508 0.388132 0.219122 0.184903 0.312829 0.168864 0.141584 0.446186 0.137706 0.0834828 0.0768725
threshold=29.996566321350006 60.613977009100005 19.623463571950001 121.87049551135001 103.48681881535002 29.026000224750003 21.725272673150005 66.346857137250012 25.767562150000003 50.314162856800003 97.437788021850011 19.623463571950001 61.622148808000013 22.764946765650006 24.453399453300005 14.651182102100002 8.3434888241000014 14.551174033150001 14.451165964200003 23.604435110900003 22.783584484750005 16.100376182700003 16.575387281250006 14.351157895250003 22.835261448650005 93.281431752200021 189.46063690070002 85.925810307250018 8.543332867800002 62.009286778800011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 -1 -6 7 -2 12 10 -10 -12 -3 14 15 17 -16 18 22 24 21 -21 -14 -24 27 28 -27 -20 -19 -26
right_child=3 8 -4 -5 5 -7 -8 -9 9 -11 11 -13 13 -15 16 -17 -18 25 19 20 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=0.065707108704233394 0.04063846036284112 -0.030521266536288595 -0.1018623407382485 0.097134410299886814 -0.1011957573523134 0.035555904417278544 0.099146902178596966 -0.081956993070897335 0.082448335642535342 -0.10151517334456191 0.082358730969814248 -0.10035200812695028 -0.00010315956984450418 0.031326656464111563 -0.0019997255608314494 0.021953457493407189 -0.041115530241241746 -0.019688947635514677 0.028286265386916622 -0.0034916254129500183 0.059471310782551405 -0.10845985318074197 -0.090601597362556907 -0.0047179096711614799 0.023648998289820145 0.045780527215146964 -0.092520185940563063 -0.019215462336761035 0.015778399555725808 0.053325229793446838
leaf_weight=0.11707746854517509 0.16124019865401251 0.5846577507281826 0.22927438255305788 0.12983122025616467 0.10425056785243214 0.095897984283510596 0.063713472773088142 0.15356685856386321 0.31225459050256077 0.087507246799759741 0.039685404393821955 0.042045792637736668 61.694865531221382 0.87192256469279428 1.1812942801429915 1.586893833526118 0.73418515478442703 1.2706469950499011 1.2154929311946028 0.30319056962616719 0.29924588016001508 0.57798751874361187 0.61143864033056039 1.3843700806610286 1.7190088271163406 0.35617495095357277 0.67604871690855362 1.2257015693467108 1.3892427779501302 1.773348743745373
leaf_count=8 31 30 139 11 104 35 9 116 18 36 9 80 2893 15 65 42 47 29 26 20 25 39 42 23 13 30 26 22 18 33
internal_value=2.78667e-06 -0.000157411 -0.0417229 0.0253658 0.00174275 -0.0356734 0.000749415 -0.0191652 0.000126756 0.0330443 0.062931 -0.011635 -7.27209e-05 0.000152989 -0.000195489 0.00022739 -0.0169924 -0.000235408 0.000449163 0.0140703 -0.0389271 -0.072343 -0.00107226 -0.0310294 0.0246137 -0.0133636 -0.0447987 0.00443608 -0.00116459 0.038718
internal_weight=80.9921 80.4837 0.5465 0.508352 0.317226 0.200149 0.378521 0.314807 79.9372 0.481493 0.393986 0.0817312 79.4557 78.8711 77.9991 76.0837 1.91548 74.4968 70.8047 7.11398 1.18042 0.881178 63.6907 1.99581 5.93355 3.69211 1.03222 2.44119 2.65989 3.49236
internal_count=4034 3867 286 167 147 139 156 147 3581 143 107 89 3438 3408 3393 3281 112 3239 3136 178 84 59 2958 65 94 103 56 48 47 46
is_linear=0
shrinkage=0.1


Tree=209
num_leaves=31
num_cat=0
split_feature=6 10 10 6 15 5 8 2 5 6 2 0 7 15 5 15 6 17 4 5 0 6 16 19 19 3 16 17 6 17
split_gain=0.0334575 0.227362 0.271794 0.198185 0.129383 0.568829 0.194241 0.146874 0.25466 0.242506 0.284142 0.238623 0.190055 0.181081 0.134752 0.116193 0.318436 0.401183 0.238849 0.157664 0.25528 0.134811 0.129271 0.113574 0.11042 0.107898 0.17265 0.249734 0.144762 0.382658
threshold=16.455384477450004 64.665483411650015 64.184249406300026 18.080422446150003 42.841315546000011 23.545618314050007 8.4434108459500017 100.60547560250002 21.024411566050002 16.575387281250006 187.91736117530004 86.256490657300006 22.589037079550003 33.593648142250011 22.862610686750006 42.246988155050012 16.395383075500003 203.92158861145001 292.37128869975004 22.649179082500002 86.565663342300013 16.445384243750002 22.624947093000003 14.351157895250003 14.351157895250003 93.281431752200021 22.574947209950004 187.06455006835003 16.385382841850003 191.46721301340003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 4 -3 7 -6 -7 11 -9 -10 -11 12 13 14 -2 19 17 -17 -18 21 23 25 -19 -21 -23 28 27 -27 -1 -30
right_child=1 3 -4 -5 5 6 -8 8 9 10 -12 -13 -14 -15 -16 16 18 22 -20 20 -22 24 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00060739711008512588 0.094693991570209038 -0.10556988367397341 0.064056950377572877 0.018554217297873234 0.090620768119519524 0.015762645001078181 -0.018327588848943147 -0.060211414929458057 -0.0047818415759317357 -0.083656803847474606 0.047489804042144201 -0.031466119761040127 0.053651647722085583 -0.005496544100217232 -0.023796133457296476 -0.099090402625782059 0.039102071618007696 -0.023175527538269278 -0.022388656643199181 0.05275757516871226 0.093512768349051506 0.0054806978883270773 0.10053518968056221 -0.022284074850203395 0.050274178767470694 0.052021147769200186 -0.0071196621589461181 -0.11247428159977224 0.10196046412780663 0.0023315369134744818
leaf_weight=41.698546744420582 0.34342761023437107 0.39066649093729111 0.61693214214028458 0.19178383346661576 0.74877323349937697 3.3412674340388548 3.3443290535769847 1.0763886519125652 10.36744292971707 0.79250980633264478 0.20871134492244892 1.2971099409041924 1.0845121699385343 2.5867873524548486 0.13320423005552584 0.7896171751497143 1.0986878378344047 0.19549737742636353 1.486157288361255 0.30975652294455247 0.49514507151695852 1.2118580574169748 0.1487258339766413 0.57808106392621994 1.0081320917233823 0.12275868866106465 2.5620343873742968 0.3718877585000655 0.5198005679994816 1.492258896701969
leaf_count=2504 12 30 25 37 16 76 89 36 190 253 81 12 14 62 65 60 26 32 29 71 39 7 18 6 35 67 49 14 10 69
internal_value=-1.62687e-06 -0.00291087 -0.00152356 -0.0646995 -0.00312118 0.0079668 -0.00129028 -0.00772887 -0.0137222 -0.00932059 -0.0563184 0.00596933 0.0176759 0.00493971 0.0615796 0.00142499 -0.015633 -0.0598162 0.00374796 0.00268433 0.0359819 0.00174429 0.0302752 0.00389711 0.0258221 0.000601347 -0.0175624 -0.0716507 0.00187154 0.0280699
internal_weight=80.6128 26.5238 25.9414 0.58245 25.3245 7.43437 6.6856 17.8901 12.4451 11.3687 1.00122 5.44504 4.14793 3.06342 0.476632 54.0889 3.71869 1.13384 2.58485 50.3703 1.38298 48.9873 0.344223 0.887838 2.21999 46.7673 3.05668 0.494646 43.7106 2.01206
internal_count=4034 998 931 67 906 181 165 725 560 524 334 165 153 139 77 3036 165 110 55 2871 116 2755 50 77 42 2713 130 81 2583 79
is_linear=0
shrinkage=0.1


Tree=210
num_leaves=31
num_cat=0
split_feature=13 8 17 2 5 0 7 16 0 17 16 15 7 4 0 0 13 9 17 13 19 6 10 13 6 16 2 18 0 15
split_gain=0.0341062 0.136535 0.294588 0.366734 0.128262 0.07838 0.106809 0.154528 0.0641203 0.161361 0.0997901 0.112242 0.0783067 0.168203 0.0638985 0.254491 0.105788 0.195809 0.0931903 0.0738102 0.0713601 0.296977 0.242131 0.222994 0.180197 0.200531 0.167054 0.157363 0.109361 0.363486
threshold=117.69263157665002 8.4434108459500017 187.51563899930002 122.61368745920002 22.783584484750005 86.103248543850015 22.444423115000003 22.764946765650006 85.667718326750006 189.31157886915003 22.704946905950003 42.713473568600008 22.589037079550003 195.50296729855003 85.812895065800021 85.861287312150012 117.56896250265002 194.04304600165003 187.61467154115005 117.67650082785001 14.451165964200003 16.575387281250006 62.057679025150001 117.59047016770002 16.545386580300001 22.574947209950004 185.01730422545003 13.659439901750002 86.20003303655001 45.169600924000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 -3 -8 9 10 11 12 13 -1 16 -16 17 -10 -18 20 21 28 23 -22 25 27 -27 -24 -17 -30
right_child=1 5 -4 -5 -6 -7 7 -9 14 -11 -12 -13 -14 -15 15 19 18 -19 -20 -21 22 -23 24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.10200218916575213 -0.01821199935260473 -0.0028238887793459993 0.081472197871598331 -0.1067384385859047 0.09202216366758062 0.012501691547098157 -0.11437430858819175 -0.002025477807521455 -0.0038278585702310229 -0.10287512525335203 0.10059490369372509 -0.10421371806889404 0.10222322020209647 0.0059686651182201296 -0.073075186352396043 -0.014538104311704407 -0.018210545198646778 0.08338713497670841 0.01548524949498868 -0.038946635782314241 0.072192008548757916 -0.061013098413367654 -0.074854808476696844 0.01360853009442008 0.028735245183049481 0.023970092218494214 -0.026434782555845967 -0.016218324372583134 0.0015233977704364483 -0.097298755021603761
leaf_weight=0.1718820552522391 0.18464244797360041 1.9900644531880973 0.68328226776793599 0.25366763653983071 0.24641614865322481 2.296528521925211 0.23120115426718246 0.26021134459006134 0.5181345572855196 0.20712107173540051 0.07954312692163501 0.12655952262252856 0.064337417483329662 0.89864286209478905 0.48542476171860371 5.103449609479866 1.2994957636110487 0.51160388998687267 2.227941465578624 0.49334725551307101 0.91095677905832273 0.82477266657951886 0.70362064614892039 2.2659448009508196 1.3461400649975983 1.7210614723153415 1.0640306581626644 1.3094325489364562 51.297602683963675 0.37492300820303981
leaf_count=262 8 67 24 52 41 13 7 39 32 79 3 32 1 251 17 75 12 14 39 18 35 35 16 37 37 39 35 36 2651 27
internal_value=5.21724e-06 0.00716329 0.0350184 -0.0113374 0.0448037 -0.000812003 -0.0131334 -0.0548837 -0.000589243 -0.0207269 -0.0080386 -0.0148888 -0.00492736 -0.011367 -0.000158995 -0.000928326 0.0113038 0.0395031 0.00307183 -0.000408831 -0.000124731 -0.00143834 0.00799276 0.030407 -0.0035965 -0.0126673 0.00471316 -0.0367135 -0.000572907 0.000806369
internal_weight=80.152 6.14601 1.36801 0.684726 0.431059 4.77801 2.48148 0.491412 74.006 1.54809 1.34096 1.26142 1.13486 1.07052 72.4579 67.9007 4.55718 1.02974 3.52744 67.4153 66.9219 57.6007 9.32119 3.1769 6.14429 4.79815 2.78509 2.01305 56.776 51.6725
internal_count=4034 251 125 101 49 126 113 46 3783 628 549 546 514 513 3155 3058 97 46 51 3041 3023 2788 235 72 163 126 74 52 2753 2678
is_linear=0
shrinkage=0.1


Tree=211
num_leaves=31
num_cat=0
split_feature=16 16 9 18 10 0 6 19 16 8 0 6 7 7 5 18 6 9 10 15 18 10 5 15 15 4 6 16 18 3
split_gain=0.04401 0.0800167 0.0792023 0.0365292 0.105391 0.202707 0.157716 0.0787951 0.0843272 0.119263 0.0393461 0.218053 0.263466 0.527676 0.212042 0.295732 0.144307 0.106466 0.0862483 0.0543184 0.524275 0.218493 0.107817 0.0932983 0.149248 0.28537 0.218237 0.197592 0.309219 0.322694
threshold=12.604970524100002 9.719977270450002 209.21153814325001 16.587089536200001 76.279622535200005 98.674478761850011 12.625294988000002 11.650940033400003 17.684958644900004 7.5441126493500006 98.142164052000012 12.26528657645 25.987500066900001 26.109820978250003 16.078966488550005 13.314799198000001 6.9501623894500009 38.295222230400007 75.634392583900009 23.735720730600004 14.738651916450001 75.408562100950022 16.569990495050003 26.809453849000004 28.504445985850001 201.91631403790004 14.845346859150002 18.684956306450005 14.053554955550002 85.63276837105002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 -5 -6 7 -7 9 -9 14 -12 -13 -14 15 -2 17 -17 19 20 22 23 -16 -21 25 26 -25 28 -26 -30
right_child=3 -3 -4 4 5 6 -8 8 -10 -11 11 12 13 -15 18 16 -18 -19 -20 21 -22 -23 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.10181115096737668 -0.070821881565187511 -0.10099437915700082 0.08576825596155567 -0.051729328746059733 0.097400846162693025 0.10074157638443125 -0.10187929963437914 0.012625341079979688 0.087172697142526318 -0.1009077006743119 0.00077211285737179003 -0.10280992777705399 0.095409743855267695 -0.10371134935318048 0.036174890974605016 -0.10287120383538431 0.070307689634916154 0.043454764856708794 -0.032594488472570231 -0.018241616676453788 -0.11423303698291271 0.046418363642197848 -0.007611739015696263 -0.011297229467389192 0.032034237634814978 0.078475014665467038 0.053979852178880308 0.00053798462994322988 -0.10525544283441204 0.01823706365172198
leaf_weight=0.034398190123396399 0.21516015776432951 0.11719446937615885 0.065128611901627664 0.20543641649419342 0.30251656812470162 0.10381179257592499 0.12282284212415107 0.63236165596265437 0.11758515450492268 0.10838359249464702 4.883119928792893 0.49119978323142255 0.27408126776572317 0.25870718996156938 0.72218945622444142 0.089879463720649144 1.0828815122367812 0.11129739963143948 0.8187813552794968 2.6911356752889324 0.43975899621364067 1.0295926835387934 2.5407704497054056 1.9007859871489925 0.44989091552270011 0.69371403522018216 0.70106084512372024 57.528253441961169 0.69721666253462877 0.30379589879885316
leaf_count=426 17 435 69 18 16 28 19 87 22 63 253 85 6 46 4 62 34 57 18 259 20 11 294 31 31 49 47 1325 182 20
internal_value=3.68072e-06 -0.0449985 0.0209376 0.000126334 0.0151173 0.0250149 0.00483178 0.0184541 0.00850169 -0.00398647 -0.000180113 -0.00802605 -0.0499821 -0.0012779 0.000463448 0.0376778 0.0558583 -0.0219191 -0.000327744 5.13108e-05 -0.0117345 0.000712562 0.00207954 -1.17935e-05 0.000775989 0.0214861 0.00629151 -0.000381224 -0.0368278 -0.0677769
internal_weight=79.7329 0.216721 0.0995268 79.5162 1.59292 1.38748 1.08497 0.962142 0.85833 0.740745 77.9233 5.90711 1.02399 0.532788 72.0162 1.49922 1.28406 0.201177 70.5169 69.6982 3.70272 65.9954 3.26296 64.9659 62.2747 3.29556 2.60185 58.9792 1.4509 1.00101
internal_count=4034 930 495 3104 253 235 219 200 172 150 2851 390 137 52 2461 170 153 119 2291 2273 318 1955 298 1944 1685 127 78 1558 233 202
is_linear=0
shrinkage=0.1


Tree=212
num_leaves=31
num_cat=0
split_feature=16 17 13 15 5 16 0 7 2 15 19 13 6 10 17 10 10 19 0 15 8 8 13 2 5 16 10 2 5 0
split_gain=0.0324386 0.14381 0.325759 0.298671 0.222805 0.111545 0.252017 0.282767 0.0989004 0.218182 0.217664 0.314476 0.552591 0.33574 0.312481 0.36103 0.196636 0.226259 0.328812 0.187219 0.226984 0.183015 0.180176 0.265992 0.174417 0.171446 0.167796 0.162 0.147864 0.143299
threshold=22.624947093000003 199.03437346465003 117.46680109370001 38.213426205600008 20.971847224900007 22.614947116400003 86.756543869550015 23.165384528550003 137.02423825130003 38.992510055900006 14.251149826300002 112.36141910395001 14.135330269750002 66.351146659450009 195.16372169425003 62.116825104000007 70.171445662850019 13.851117550450002 93.692765846100016 36.742238227650013 8.543332867800002 8.4434108459500017 117.38883580790001 176.84505046235003 22.649179082500002 18.544956633800002 62.030794443850006 187.91736117530004 22.053438739150003 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=5 2 4 -3 -2 8 7 -7 9 -1 11 12 -10 14 15 21 17 18 25 20 -12 -13 23 -21 28 -14 29 -28 -24 -26
right_child=1 3 -4 -5 -6 6 -8 -9 10 -11 19 13 16 -15 -16 -17 -18 -19 -20 22 -22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=0.0020580941291771337 -0.0014806254523174623 0.10078517777239318 0.00438324575367706 0.0060980315140517927 -0.088648985758139648 -0.081938151743971246 0.0089799067192790575 -0.0011016350185564083 0.0071400702536697398 0.052370255905573482 -0.071950883224031079 -0.0064136540203426672 0.028945469828963941 0.10094691033873777 -0.041292728613514261 0.10187117554194013 -0.10584775121491363 -0.11444627733228484 0.07929086166001334 -0.018041616500610907 -0.0069559777605137062 0.076708915770023367 -0.013186001114498412 0.060186930648241613 -0.0035707336103019149 -0.11072667130526713 0.010761891825154295 -0.04338774060131001 -0.053776220706096382 0.048419333239809223
leaf_weight=31.929807473444669 0.52917765546590689 0.45339261693879862 17.224704230105999 1.255879675838514 0.6576423434598837 0.95457578626201145 1.6775226369500158 0.79154936244594865 5.9503630399290461 0.8858441396150728 1.1338380327215412 1.297825602779086 0.13493034960504224 0.55762608163058747 0.71310471183096513 0.58940953826822795 0.58773145908344304 0.24309686440551559 0.28657729631231632 0.87995739094912895 1.0213359844638032 0.33280318975448597 2.0315493970410885 0.85889368411153555 1.2639339584202391 0.25205027451738715 0.95298454539079136 1.3146575027274137 1.6076930417912079 0.91318490542471398
leaf_count=1527 21 19 345 61 23 29 11 34 1229 29 37 152 78 17 13 11 126 9 13 12 32 3 21 35 22 19 13 35 30 28
internal_value=-8.92454e-07 0.0034676 0.000891685 0.0312142 -0.0497825 -0.0011805 -0.0187006 -0.0452935 -0.00010437 0.00341625 -0.00514423 0.00504937 -0.00654961 0.0298197 0.0162975 0.0347963 -0.060697 -0.0317477 -0.00190051 -0.0144591 -0.0411498 0.0105512 -0.00860308 0.0205988 -0.0148844 -0.0620265 -0.00159322 -0.0206312 -0.0311174 0.0182363
internal_weight=79.2836 20.1208 18.4115 1.70927 1.18682 59.1628 3.42365 1.74613 55.7392 32.8157 22.9235 10.9455 7.45475 3.49077 2.93314 2.22004 1.50439 0.916655 0.673558 11.978 2.15517 1.63063 9.82285 1.73885 8.084 0.386981 4.44476 2.26764 3.63924 2.17712
internal_count=4034 469 389 80 44 3565 74 63 3491 1556 1935 1670 1474 196 179 166 245 119 110 265 69 155 196 47 149 97 98 48 51 50
is_linear=0
shrinkage=0.1


Tree=213
num_leaves=31
num_cat=0
split_feature=13 16 9 10 15 18 18 16 19 10 10 0 10 7 7 7 0 16 5 5 0 3 0 0 16 17 9 5 19 7
split_gain=0.0316211 0.0660437 0.086003 0.076082 0.0425115 0.10884 0.105545 0.050435 0.182976 0.188677 0.177888 0.251169 0.156651 0.139119 0.126893 0.108451 0.491085 0.282131 0.234323 0.0860401 0.104286 0.0726391 0.12131 0.570213 0.233503 0.385119 0.267875 0.328956 0.196903 0.502968
threshold=98.050756475600011 16.079962398050004 209.21153814325001 83.116371560950014 19.763739472850002 15.788786379500001 16.408483343700002 15.404963976500001 12.651020723000002 72.752365468100024 75.408562100950022 98.142164052000012 74.739136026450012 23.899651152000004 23.445318439400001 24.803880018200001 96.959242474650011 15.524963695900002 13.8160216159 16.351273197450002 96.959242474650011 82.69159517635002 94.165934477050016 94.625660817400004 19.199955102150003 173.37301781405003 201.61239113610003 18.613387752550004 13.751109481500002 24.175586727800006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 10 19 13 -12 -11 14 -9 16 -14 -17 -19 20 -10 -21 24 -24 25 -23 -27 -28 29 -26
right_child=4 -3 3 -5 7 6 -8 8 9 12 11 -13 15 -15 -16 17 -18 18 -20 21 -22 22 23 -25 28 26 27 -29 -30 -31
leaf_value=-0.10221785873953491 -0.0030739098940330812 0.060589644598659842 -0.10188772973111133 0.046177120298595664 -0.0089829506230427684 0.077008627316965547 0.0030921495993908067 -0.042874803404118832 0.055865388087664419 -0.10217382577603425 0.1001518461132067 -0.0082304804018314033 0.0038847996668570518 -0.0024646217768362465 0.10298474948447425 0.10255079789503625 -0.11485609495897618 0.010291273364191535 -0.10157041963371126 0.019671472701275908 -0.0006691197701265704 -0.051097393364076517 -0.10517343627977759 -0.0042005020136374879 0.00060427097502695334 0.095599007320109841 0.092401644311164377 -0.033674112937413646 0.00092244479411050697 -0.11744815696187308
leaf_weight=0.15154348170145127 1.3554453063417775 0.068369303349754773 0.049458416517154546 0.11633032505585561 6.0803693117259163 0.42996193822546036 0.3507796086196322 0.078264187760851089 0.61636960342548153 0.24230847343278528 0.59221587163563061 0.33464343368541449 1.0482957537365112 1.7924871406867167 0.25069501250982285 0.23524918034672715 0.52160952433860064 0.69795184822942247 0.2559307609917596 1.8301075736526389 0.69329301288235001 0.42868137737696033 0.61032850453921028 6.686239139722602 1.2680760683651886 0.82969841994236027 0.34192973421886563 0.52427333404193632 49.844800224611618 0.50448188267182548
leaf_count=979 152 37 14 156 162 21 27 130 36 47 35 25 50 28 3 4 28 71 78 13 12 163 86 244 77 97 17 33 1187 22
internal_value=3.26157e-06 -0.0285593 -0.0477665 0.00200613 0.0001437 0.0140573 0.0437987 -0.000245798 0.000510669 -0.000576639 0.0244731 0.0610203 -0.0250829 0.00850571 0.0682826 -0.0183125 -0.0355675 0.00446781 -0.0197217 0.000569414 0.0259378 4.09449e-05 -0.000547634 -0.0126465 0.00109503 0.0335851 0.0549907 0.0160937 -0.000242266 -0.0329942
internal_weight=78.8302 0.385702 0.317332 0.165789 78.4445 2.13619 0.780742 76.3083 70.2279 67.1796 3.04831 0.926859 3.00135 2.12145 0.328959 2.75904 1.56991 1.18913 0.953883 64.1783 1.30966 62.8686 61.0385 7.29657 53.7419 2.12458 1.6959 0.866203 51.6174 1.77256
internal_count=4034 1186 1149 170 2848 200 48 2648 2486 2265 221 60 278 161 133 231 78 153 149 1987 48 1939 1926 330 1596 310 147 50 1286 99
is_linear=0
shrinkage=0.1


Tree=214
num_leaves=31
num_cat=0
split_feature=6 13 0 5 15 4 10 0 15 5 15 18 6 5 3 9 3 16 6 13 17 16 10 18 13 15 5 5 9 18
split_gain=0.0307595 0.177734 0.187122 0.181734 0.117564 0.198078 0.340748 0.146817 0.197318 0.192236 0.179889 0.146738 0.307809 0.118881 0.254326 0.204533 0.110049 0.109878 0.415518 0.126441 0.103712 0.0983468 0.211204 0.171647 0.169958 0.156401 0.334039 0.240187 0.173432 0.112267
threshold=16.455384477450004 114.81060446080001 87.278104746850019 26.429668882900003 41.492094664050008 263.48865013970004 62.009286778800011 86.256490657300006 33.593648142250011 22.862610686750006 37.050691080100002 13.565177112500001 16.505385645700006 23.545618314050007 93.910530954700008 193.67618212375001 93.663192806700025 22.674946976100003 16.565387047600002 117.58509325145 172.24349499320002 22.644947046300004 62.052302108850007 13.679220276500002 117.63886241405002 42.246988155050012 24.367802910700004 23.626838821450004 197.02865361825005 13.975517741000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 4 -2 5 7 -7 8 9 -3 -9 13 -13 14 -6 -15 -17 19 -19 -10 -5 25 24 -24 -23 29 27 28 -27 -1
right_child=1 2 -4 20 11 6 -8 10 17 -11 -12 12 -14 15 -16 16 -18 18 -20 -21 -22 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0081982880720620991 -0.10406430780041631 0.091611399825231254 0.038366625495309115 -0.10046897246028924 0.047799565837093085 -0.01491437937300546 -0.11095332760846242 -0.033910461169907646 -0.010151996864846325 -0.018807325892596979 -0.00037297174260416191 0.09684791799483114 0.0010400874931949348 0.0044954926092835084 -0.012859228158767486 -0.064400480698338897 -0.013912123430509633 -0.1087478712203746 0.010153113908734978 0.025548797753647282 0.093702277968534031 0.081769038038287861 -0.033326788968796754 0.024995694042045935 0.018169400806206343 -0.052762940096192146 0.027174795652624213 -0.10832891235098414 0.025436306417585576 -0.0021264487048051079
leaf_weight=16.305323177760727 0.32906746556045874 0.48536870669341237 1.1143394273240108 0.039344601394986967 1.3450862709432825 1.5059577329539013 0.48952290201123094 2.84388110821601 1.8920029972214254 0.23353252031029115 3.6546982638537884 0.51036481573828385 0.97779745662410278 3.6842781576801826 1.4218441178090868 0.79899034556001403 0.93919741531226464 0.41056480817496765 1.0344512047086025 2.0856001852080226 0.091435956373402405 0.66755293486312384 1.0518947191558257 0.96990442101377983 1.1338606689823789 0.81882706342730605 0.86415227728048183 0.48878906681966316 0.43389786676198128 29.741992381769592
leaf_count=544 108 20 25 100 22 86 42 29 23 197 22 34 24 59 22 12 47 16 51 24 35 33 24 39 20 20 38 27 39 2252
internal_value=2.82826e-06 -0.00281796 -0.00170367 -0.0644329 -0.0035402 -0.00919472 -0.0384742 -0.00457239 0.00651386 0.0557423 -0.0150495 0.00501124 0.0338974 -0.000237896 0.0166288 -0.00884449 -0.03712 -1.25731e-05 -0.0236296 0.00856721 0.0352869 0.00139437 0.0168376 -0.00534813 0.0417376 0.000180814 -0.0236538 -0.0488753 -0.0256776 0.00152953
internal_weight=78.3635 25.8873 25.4275 0.459848 24.3131 14.6356 1.99548 12.6401 6.14152 0.718901 6.49858 9.67756 1.48816 8.1894 2.76693 5.42247 1.73819 5.42262 1.44502 3.9776 0.130781 52.4762 3.82321 2.0218 1.80141 48.653 2.60567 1.74151 1.25272 46.0473
internal_count=4034 998 755 243 730 510 128 382 331 217 51 220 58 162 44 118 59 114 67 47 135 3036 116 63 53 2920 124 86 59 2796
is_linear=0
shrinkage=0.1


Tree=215
num_leaves=31
num_cat=0
split_feature=5 13 10 7 5 7 7 2 0 8 2 16 2 10 8 17 0 16 15 17 12 5 8 14 13 6 6 18 7 5
split_gain=0.0310533 0.0813259 0.0793808 0.133901 0.0674044 0.0659966 0.110768 0.0816445 0.0517532 0.041926 0.0426503 0.0416837 0.0447595 0.038783 0.122955 0.199265 0.0773346 0.126114 0.0991443 0.0879295 0.0602389 0.092228 0.0557423 0.275202 0.307965 0.159762 0.139573 0.0852735 0.24105 0.260162
threshold=29.996566321350006 121.87049551135001 60.613977009100005 19.623463571950001 28.449653740450003 21.725272673150005 19.078733418100004 319.18044405035005 76.451683855550016 3.6471537973500001 301.32168012610003 21.094950670800003 189.28685862455004 61.901748453550006 8.4434108459500017 187.51563899930002 85.667718326750006 22.704946905950003 42.493282152450007 189.31157886915003 90.84682862195001 21.723721974650005 8.8430989333000021 168.39662374755002 113.82394032690001 16.625388449550005 16.585387514950003 13.327513832500001 22.996658327800002 19.476154597300006
decision_type=2 2 2 2 2 2 2 2 2 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 4 8 6 7 9 -1 -2 -11 12 -6 14 15 -4 17 18 19 20 -15 -22 25 -24 -25 26 27 -18 29 -29
right_child=1 -3 13 -5 11 -7 -8 -9 -10 10 -12 -13 -14 16 -16 -17 22 -19 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10111052294663272 0.093875052493564606 0.096835632995120421 -0.0051528892889063363 -0.10163089537920418 -0.10084656709071715 0.099031900931462122 -0.10321035280490908 -0.10041749833037301 0.026966826818289977 -0.1006255356899112 0.10057927835080907 0.092529243606338643 0.067105173355949399 -0.10304294976012891 0.00019933006408794684 0.076279538259407587 0.006579021081951443 0.099930340628838807 -0.10378489310958419 -0.10185259722681572 0.10160658994188546 -0.013535715424917993 0.039298668433786835 0.032656127284956891 -0.085129978370158899 0.053985214754295477 -0.0417463693995083 0.02270594099002423 -0.00034472066013551479 -0.06188015163519997
leaf_weight=0.077086511016658643 0.10729846416506816 0.11959039466455579 0.58794027218391309 0.20609782922764452 0.030368081584128959 0.057688053260790184 0.10021673159599231 0.040062387113721343 0.053408079780638218 0.026903415362539818 0.017316205427050591 0.090592355467379093 0.033232005089303129 0.061525091366546603 4.1979080781457014 0.61462774772917328 16.697849493837566 0.072937965975142904 0.17876523433596958 0.11744170046517866 0.079205231741070747 0.57157716708888984 0.53908543940633435 0.32120182106154949 0.71859602589393035 0.55030404432181868 0.79582166648469765 0.50862908093478054 49.099492468766272 1.2754031235205046
leaf_count=69 12 11 40 139 59 9 34 32 7 68 1 4 8 18 41 25 293 3 86 16 2 201 20 24 41 19 10 142 2510 90
internal_value=3.37426e-06 0.0256554 -0.000151929 -0.0402416 0.00420094 0.00129825 -0.0180236 0.026538 -0.0486918 0.0601059 -0.0218346 0.0489646 -0.0130892 0.000103634 0.00827533 0.0364669 -0.000512825 -0.0270514 -0.036235 -0.0216817 -0.00846356 0.00047799 -0.000105767 -0.0186838 -0.0487449 0.000319789 -0.000112114 0.000378161 -0.0016567 -0.0377646
internal_weight=77.9482 0.469076 77.4791 0.490785 0.284687 0.349485 0.291797 0.19158 0.130495 0.151518 0.0442196 0.154192 0.0636001 76.9883 5.40048 1.20257 71.5878 1.08145 1.00851 0.829749 0.712307 0.650782 70.5064 1.57888 1.0398 68.9275 68.3772 67.5814 50.8835 1.78403
internal_count=4034 167 3867 286 147 156 147 113 76 81 69 71 67 3581 106 65 3475 326 323 237 221 203 3149 85 65 3064 3045 3035 2742 232
is_linear=0
shrinkage=0.1


Tree=216
num_leaves=31
num_cat=0
split_feature=9 9 15 7 7 13 13 7 5 16 7 19 2 5 9 0 0 18 5 3 19 16 17 17 18 18 2 7 17 4
split_gain=0.0322114 0.16674 0.0861686 0.123979 0.0984917 0.147803 0.137575 0.0771008 0.0770251 0.0561249 0.0566439 0.0530241 0.0631758 0.0508308 0.0388116 0.100184 0.238256 0.0887722 0.0751113 0.146145 0.136784 0.162246 0.0942734 0.0698351 0.0730113 0.0730049 0.103777 0.115149 0.0554225 0.126293
threshold=179.18874144770004 177.77223095870002 30.807603489900004 22.671301016600001 22.356277907050004 105.33378955095002 108.45777789855002 19.078733418100004 23.195398057700004 16.744960843000005 19.078733418100004 13.851117550450002 319.18044405035005 29.026000224750003 186.68586460755003 85.732241321850012 85.624702996650015 12.909082926650003 29.996566321350006 94.421337999450017 14.451165964200003 22.824946625350005 188.83172615260003 187.51563899930002 12.885811969150001 13.091807150500001 101.23478163165002 22.747724408400003 175.0619478289 163.63411595980003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 9 11 -1 10 -7 12 13 -8 23 16 18 -17 19 22 21 -21 -16 24 -2 -25 -27 -28 29 -19
right_child=14 -3 -4 -5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 15 17 -18 28 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.10306468138883998 0.013789835234357209 -0.10385146469274874 0.04666312628081664 -0.1022960972142884 0.080592003055427991 0.070668166698240262 -0.058050545998256022 -0.10209105600705813 0.02356989347698565 0.10090166753136143 -0.10063412200144087 -0.100638989376248 -0.10037803802379233 0.069841743764661651 -0.01092490401504745 -0.028966584905489381 -0.10338357426386352 0.10153987426014077 0.048546392793201942 -0.10275016840418945 -0.10378841659924759 0.060725175741251941 0.062247213698740693 0.037711090035056655 -0.017510214132178605 0.032227486438278601 -0.049872145188230049 0.012306586202454858 0.00023744019009257352 0.0095894784490962778
leaf_weight=0.21529141342727942 1.3652771664783352 0.18295528171506692 0.28576957262794156 0.14165391713825659 0.12525787010952172 0.046570222191803623 0.039078321110423531 0.098099059176433911 0.061824873526802548 0.17579297535121441 0.032968216891276825 0.042823762451007497 0.036233880935469642 0.15177871782361763 0.62983919919883991 1.0237004403024901 0.30855755184529687 0.16525624319910903 0.20824279394582834 0.099694673057456384 0.287763643591461 0.15526070643318235 0.24439773871768011 1.1805963107035498 1.6409965966417983 0.92514453991316292 0.48818943611695409 0.76383458345662802 64.999473381708071 1.5541940466862341
leaf_count=163 21 17 34 682 34 7 49 205 39 7 101 49 30 78 33 26 49 5 18 37 58 14 53 33 28 33 18 39 1861 213
internal_value=1.22483e-06 -0.0138816 -0.0025541 -0.0146023 -0.00249165 -0.0140489 0.0129643 -0.0261672 -0.0748124 0.0693652 -0.000335628 0.00142692 0.020674 0.0436556 0.00029993 -0.000382852 -0.0228261 0.000257805 -0.00753161 -0.0157731 -0.0565338 -0.00319825 0.00953076 0.00777534 -0.00329553 0.0176873 0.00682916 -0.0119382 0.000706209 0.0184268
internal_weight=77.6765 1.6361 1.45314 1.16737 1.02572 0.900461 0.623345 0.368014 0.277116 0.255331 0.0795384 0.269915 0.227091 0.190857 76.0404 69.6764 1.93376 67.7426 1.6252 1.41696 0.542719 0.254955 0.874237 6.36404 3.00627 3.35776 2.17717 1.25202 66.7189 1.71945
internal_count=4034 1495 1478 1444 762 728 526 411 202 115 108 206 157 127 2539 2367 262 2105 213 195 109 51 86 172 49 123 90 57 2079 218
is_linear=0
shrinkage=0.1


Tree=217
num_leaves=31
num_cat=0
split_feature=17 17 15 12 18 19 15 9 3 2 12 12 18 18 13 9 9 15 18 7 9 16 15 15 2 7 18 16 5 10
split_gain=0.0311272 0.371617 0.39968 0.186835 0.0908538 0.0633565 0.37959 0.173102 0.32508 0.142676 0.125971 0.1405 0.150509 0.272888 0.128935 0.115378 0.106705 0.226377 0.0871721 0.0715359 0.0708665 0.0664839 0.269429 0.486077 0.238323 0.250156 0.204195 0.169834 0.079552 0.271797
threshold=183.35201426355002 182.63036160245002 21.887115025350003 77.955876436550014 12.867440043550003 12.751028791950002 23.908355817750003 200.95377551580003 79.47351079420001 149.63420042300001 105.35624869990001 211.47106143670004 15.981927061500002 14.937945183950001 103.23410375110002 203.36975145060003 198.16621393750003 21.092276343250003 17.399600107550004 24.909276771700004 205.88909726980003 18.684956306450005 28.626568391100005 28.343014915050002 181.73369492375005 25.412871131150002 14.444150028100003 18.754956142750004 17.438757606550002 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -5 7 9 8 -6 -7 -9 12 13 -12 18 -11 17 -10 -13 -15 -14 22 23 26 -24 -26 -8 -23 29 -28
right_child=3 2 -4 4 5 6 21 10 16 15 11 14 20 19 -16 -17 -18 -19 -20 -21 -22 27 24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0018550715232167874 -0.073209368342427306 0.002676020185229144 -0.1129980877123159 0.039224515291123842 -0.091999130125134526 -0.10753639172307157 -0.11263262646287196 0.037219306090808542 0.094703997746716673 0.045217806363653926 0.014596656402254394 -0.10114575226190679 0.020467171309817608 -0.040109187253047768 0.087593565316885988 -0.10061458195704179 0.098619296660302308 -0.10321250224892686 0.044724409087167356 -0.10450126128889639 -0.010572018049736768 0.038579551904701394 -0.10598881839413517 0.10583187121861484 0.085243664100389624 -0.083210398533591537 -0.10369949394303291 0.00060596339627915798 0.019609909434179049 0.0095552511024914744
leaf_weight=8.8985701791638387 0.33962274012446769 0.57420437860525797 0.62256180793156091 0.62087276762758747 0.13773391383474987 0.44771425906583218 0.19761009156354692 0.92576416052906996 0.15188503932643016 0.14177645420295448 0.56241192109882809 0.075765174668049329 1.3454600108998422 0.28960416838526726 0.30307630705647171 0.087880216204212047 0.55461008800193667 0.093288273491793916 0.089200948589564177 0.42677145404741168 1.6226882089722492 1.2036963026039291 0.49959752402173752 0.39128191024065007 0.17708167298496846 0.17554621575254714 0.29902197443880119 54.681610961434899 0.73772344808094192 0.72729603586958547
leaf_count=1232 34 19 26 30 462 99 39 24 51 55 3 28 20 8 15 50 10 56 90 33 91 27 106 5 14 93 32 1195 17 70
internal_value=-3.02262e-06 -0.00518103 -0.057498 0.000773628 0.00114883 0.000792517 -0.000232685 0.0101072 0.0498972 -0.0746663 0.00349387 -0.00312796 -0.00885861 -0.0375392 0.0488709 -0.0105863 0.0743337 0.0193969 -0.0222704 -0.0784699 0.00349803 0.000620569 -0.0133857 0.00406323 -0.0615611 0.00138338 -0.0162361 0.00142386 -0.00543765 -0.023442
internal_weight=77.4019 10.0953 1.19677 67.3066 66.967 66.3461 59.7678 6.57826 0.937517 0.677371 5.64074 4.71498 4.24694 1.27879 0.468042 0.229657 0.799783 0.245173 0.164966 0.716376 2.96815 59.0905 3.20516 2.35293 0.852225 0.352628 1.96165 55.8853 1.76404 1.02632
internal_count=4034 1277 45 2757 2723 2693 1802 891 579 204 312 288 155 44 133 105 117 107 118 41 111 1598 376 163 213 107 158 1222 119 102
is_linear=0
shrinkage=0.1


Tree=218
num_leaves=31
num_cat=0
split_feature=18 16 15 15 6 6 6 13 18 18 18 10 5 7 6 3 18 18 8 3 13 2 6 16 5 2 15 9 18 2
split_gain=0.0298325 0.0715732 0.0761056 0.0545548 0.0746354 0.0355102 0.224925 0.351125 0.130296 0.431381 0.308098 0.247853 0.263198 0.260529 0.226624 0.433115 0.13518 0.216645 0.371151 0.140832 0.717659 0.327967 0.302872 0.238864 0.294829 0.238383 0.185537 0.153417 0.233223 0.122937
threshold=17.138111898250003 17.684958644900004 20.729785921300003 20.123524217100002 12.165284239900002 14.745344522600002 14.545339849550002 109.96062599345002 14.349498564250002 14.493864790000002 14.254777969200001 70.206395618550019 18.553574773300003 25.213275923400001 14.825346391850003 86.057544755650014 14.118140587000001 13.946975448150001 8.4434108459500017 92.324340657750014 117.28936285705002 109.60702220095001 16.355382140900002 22.614947116400003 22.246947245750004 54.465024697200008 37.050691080100002 198.49982034990003 13.754580103150001 90.745765132650021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 -8 10 29 14 12 -11 -14 -7 -16 17 19 -19 20 21 25 23 24 -21 -17 -23 28 -27 -10
right_child=1 -3 -4 -5 -6 8 7 -9 9 11 -12 -13 13 -15 15 16 -18 18 -20 22 -22 26 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0017356672060479875 -0.10046479206881687 0.10028825156032664 -0.10044751777120692 0.086121719385670911 0.033662470274191433 -0.06326791203526673 -0.10429890569418908 0.073969623045302482 0.01986065883514064 0.042244482792140908 -0.063263962378956623 -0.1031556395143392 -0.061866686864471214 0.045816661129061353 0.083700408246611818 -0.018961431553907004 0.036754688608688066 -0.086901417521095148 -0.0017446564374185862 0.078793939267696067 0.097666489785964206 -0.044759794666115328 0.00034397268252859875 -0.099549913458391148 -0.077123936228108675 0.068326600437885632 0.0027186260678707143 0.087794260969497051 -0.015638611362292301 0.070625241932636751
leaf_weight=24.692544259661819 0.058166979780394423 0.09987553626706358 0.057871532690114691 0.097816712344865664 0.14467323862481862 0.54433488213544379 0.47450355745240713 0.14402256580069661 0.76671228557825033 0.84004000853747163 0.7613376143417544 0.26465096717220138 0.80579148650565435 0.31154496036469936 0.63423308543860812 0.78240472124889437 1.0044263886811666 0.76908268736724439 1.5300251316512001 0.22998565610657695 0.8990235375240444 1.5315082073211672 33.645441703483812 0.55155887627370248 0.25657616470948597 0.6768377451226113 1.779332603793591 0.61314933211542655 0.64705558866262436 1.2626966823881955
leaf_count=1323 578 18 72 9 25 13 204 6 8 34 38 59 47 36 12 11 37 37 32 11 35 13 1129 39 63 21 35 19 26 44
internal_value=-1.19451e-05 0.0254225 0.00456705 0.0247806 -0.00480021 -0.000164515 -0.00322764 -0.0627894 0.00135249 0.018115 -0.000168428 -0.012327 -4.63089e-05 -0.0318415 0.000873703 0.0016402 0.000481488 -0.000348212 -0.0302307 0.0013028 0.0143181 0.00189208 -0.00129748 -0.0544969 -0.00342544 0.0276242 -0.0192436 0.0464409 0.0272884 0.0514463
internal_weight=76.8772 0.458404 0.358528 0.300657 0.20284 76.4188 25.3111 0.618526 51.1078 4.25144 46.8563 2.22203 1.95738 1.11734 46.095 45.5506 44.9164 43.912 2.29911 41.6129 6.92931 6.03029 34.6836 1.03812 0.486562 2.71945 3.31084 1.93704 1.32389 2.02941
internal_count=4034 702 684 612 603 3332 1533 210 1799 228 1571 176 117 83 1533 1520 1508 1471 69 1402 160 125 1242 113 74 77 48 66 47 52
is_linear=0
shrinkage=0.1


Tree=219
num_leaves=31
num_cat=0
split_feature=13 13 13 17 12 15 18 18 15 5 16 19 10 0 16 7 7 8 5 16 5 2 4 13 6 16 12 19 0 16
split_gain=0.0299084 0.0510902 0.0781573 0.0567096 0.0528673 0.0346232 0.0901171 0.093608 0.0433979 0.132668 0.0393671 0.147464 0.154724 0.211558 0.149889 0.133521 0.102491 0.0972123 0.229013 0.103662 0.193829 0.0687423 0.11304 0.263287 0.14831 0.0641541 0.325173 0.248263 0.142119 0.124729
threshold=98.050756475600011 96.526400715600019 95.986020631400024 252.75344531235004 217.19140783420002 19.763739472850002 15.788786379500001 16.408483343700002 18.019770707250004 23.195398057700004 15.404963976500001 12.651020723000002 75.408562100950022 98.142164052000012 17.974957966700003 23.899651152000004 23.445318439400001 8.1436447804000007 17.719454526200003 15.524963695900002 13.8160216159 154.31016903475003 169.88079978325004 99.115385895250014 14.060328517350003 18.404956961200003 107.96682590455002 13.051052998800001 102.11570516885001 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 -3 -1 6 8 -8 -2 -10 21 12 15 -14 17 16 -12 19 -19 -13 -21 22 -7 -24 -25 26 -16 -28 -29 -27
right_child=5 3 -4 -5 -6 10 7 -9 9 -11 11 14 13 -15 25 -17 -18 18 -20 20 -22 -23 23 24 -26 29 27 28 -30 -31
leaf_value=-0.10075408737085152 0.0047356670163620608 -0.10227021080867041 0.075876335782233906 0.10052272409026315 0.037420810843136795 0.006695944670709034 0.074646606918836927 0.0030710126409946707 -0.10248353116728792 0.079478711482501477 -0.037387691370406116 0.020484241162117712 0.099006632432333097 -0.0050675539471459301 -0.10689928876910178 -0.0023867600854299217 0.1026731383021362 -0.10776549624931316 -0.014321351150147793 0.0005589930428495487 -0.091144834343668421 0.016180463376104355 -0.0019497943490012215 -0.1054677118024457 -0.032945543793927078 -0.0290348216192182 0.091607890594611899 -0.10101770962314301 0.10038418196153254 0.00085744146362627584
leaf_weight=0.075732815494886974 1.1460086381977128 0.11638045024665189 0.08353036658036217 0.015643075108528137 0.043650421799057426 1.879634587890904 0.38917614136880718 0.34442834900983144 0.13136359145073573 0.057654251611893415 0.067929038534202735 0.76280228607356493 0.50953951535586828 0.31672695005545393 0.14739841647678886 1.778553469746839 0.22629918903112411 0.38601208978798218 0.81819529860149487 0.74928696673168793 0.33288264306656856 0.98451771105214891 1.9730882048606875 0.46707193144538883 0.71161436317015614 1.4292892573885172 0.51684641749670845 0.12791742377703486 0.048253628774546087 59.737192917190669
leaf_count=566 75 167 31 1 421 32 21 27 29 48 130 7 35 25 12 28 3 60 28 111 132 58 8 35 29 251 46 91 14 1513
internal_value=-5.96657e-06 -0.0298228 0.00168062 -0.0782419 -0.0502328 0.000125369 0.0128854 0.0410418 -0.00258662 -0.0469814 -0.000231471 0.000454927 0.0225222 0.0591126 -0.000528441 0.00793627 0.070337 -0.0221741 -0.0442751 -0.00774877 -0.0276497 -0.00798493 -0.0127135 -0.0242887 -0.0616835 0.000535979 0.0279771 0.0566641 -0.0458533 0.000158943
internal_weight=76.3746 0.334937 0.202914 0.132024 0.119383 76.0397 2.06863 0.733604 1.33503 0.189018 73.9711 67.9551 2.89905 0.826266 65.0561 2.07278 0.294228 3.04918 1.20421 1.84497 1.08217 6.01593 5.03141 3.15177 1.17869 62.0069 0.840416 0.693017 0.176171 61.1665
internal_count=4034 1186 1018 168 987 2848 200 48 152 77 2648 2486 221 60 2265 161 133 338 88 250 243 162 104 72 64 1927 163 151 105 1764
is_linear=0
shrinkage=0.1


Tree=220
num_leaves=31
num_cat=0
split_feature=6 10 8 5 18 18 18 17 16 0 6 6 5 5 12 17 7 8 0 15 5 9 7 18 2 15 9 15 3 15
split_gain=0.0309481 0.161901 0.298767 0.249819 0.0890907 0.582905 0.511428 0.161224 0.14845 0.294515 0.221644 0.158376 0.353914 0.311417 0.255966 0.166463 0.156625 0.299405 0.289319 0.12517 0.444772 0.11973 0.211902 0.143347 0.304377 0.270422 0.12942 0.115602 0.112996 0.0895985
threshold=16.455384477450004 64.407391431150018 9.4426310644000022 20.016397659050003 13.4793103924 13.531614672700002 13.431026577400003 192.41413881610001 22.654947022900004 86.420486603250012 15.575363915900002 16.235379337050002 22.53967987815 21.566902724800006 103.54784004735002 204.75389752000004 23.433599577300004 8.4434108459500017 97.39208423365001 40.042228346200012 21.043187000650004 195.94564826430005 23.109894804950002 12.971888692100002 108.24034454255001 35.965617804200001 187.94830913940004 27.806359898650005 93.281431752200021 35.517387705950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 -2 6 -6 7 21 9 -7 -10 12 16 14 -13 -16 17 18 -11 20 29 23 -23 25 28 26 27 -1 -25 -18
right_child=1 2 -4 -5 5 8 -8 -9 10 11 -12 13 -14 -15 15 -17 19 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.017034591268045792 0.09616518922633846 -0.10528115811131809 0.040527902828561835 -0.0026442238382594066 -0.11729517235278586 -0.10736537179112063 0.096007236034733032 -0.031469212072439259 -0.0065613465493902486 -0.1101139763772469 0.081764843501061668 -0.019702334873411994 -0.097856867954418017 -0.0071266963132273365 0.093471331590791282 0.018835788210340682 -0.0011893590035495266 0.046931936237817863 0.060677387679171225 0.055637521783578441 -0.1043644714240064 -0.0073842020873099703 0.04487720874114913 0.088097630572413488 -0.0020517755280042706 -0.10952766847968809 -0.027778669041654536 0.095178491189387315 0.019215171758096877 0.016289078254656784
leaf_weight=0.16879087874110055 0.25859360492905281 0.39638554485077193 0.21771262308038786 24.341348988720029 0.42609495819260601 0.25742412588976904 0.63718848306234654 1.1539093111421159 0.59108919242862501 0.53236303305129595 0.54703284450806677 0.41179662488866542 0.38310596388021068 2.1029493373353034 0.95314894337207057 0.43531033047474921 27.131704871045468 0.26960760727524757 0.12189500557565225 0.39960278815669781 0.40833474813916737 1.2934289954564522 1.9387962471228091 0.56212474813946745 5.1052086354552557 0.31308875673857972 0.78195627219974995 0.2012940424028784 0.41320314091353794 3.2883528327511149
leaf_count=105 13 26 45 914 18 33 29 41 21 146 29 15 57 40 71 15 1922 5 83 36 44 34 18 26 112 15 12 10 22 77
internal_value=-7.28559e-06 -0.0028716 -0.0535883 -0.00160554 0.00141358 -0.000986023 0.00871795 0.00405648 0.000323887 -0.000779273 0.0358922 -2.62757e-05 -0.00230978 0.0190077 0.0495364 0.0700716 -0.00117128 -0.0417497 -0.0782938 2.92099e-05 -0.000691594 0.00785995 0.0239639 0.000961728 0.00772742 -0.0271171 -0.00472043 0.0439996 0.0589152 0.000700028
internal_weight=76.0428 25.214 0.614098 24.5999 50.8288 38.2598 12.569 11.9318 37.8337 36.6956 1.13812 36.4382 32.535 3.90321 1.80026 1.38846 32.1519 0.923866 0.654258 31.228 30.8284 10.7779 3.23223 7.54567 6.08054 1.46513 1.15204 0.370085 0.975328 30.4201
internal_count=4034 998 71 927 3036 2612 424 395 2594 2544 50 2511 2370 141 101 86 2313 234 229 2079 2043 354 52 302 160 142 127 115 48 1999
is_linear=0
shrinkage=0.1


Tree=221
num_leaves=31
num_cat=0
split_feature=6 17 13 17 5 13 17 18 4 13 10 10 3 15 13 7 16 6 16 16 5 5 5 14 9 15 8 9 5 9
split_gain=0.0299991 0.0820564 0.0757661 0.0702178 0.0402366 0.101402 0.0980125 0.113297 0.0355615 0.0333188 0.221948 0.214034 0.176295 0.0459332 0.220196 0.0788088 0.0529085 0.0444645 0.238414 0.125749 0.210925 0.0938165 0.146218 0.22497 0.246037 0.11014 0.134613 0.269705 0.0988647 0.0652044
threshold=6.9501623894500009 194.73806315685002 105.94944646285002 195.53954078470002 13.154029769200003 107.54907905045002 200.26331585350002 17.705383164500002 331.55739242175008 100.66662623655002 80.468240302450013 78.10777406390001 79.47351079420001 20.520114807950005 102.94912718925001 19.078733418100004 15.039964830000001 13.78532209185 15.629963450350003 18.474956797500003 14.121416629950001 16.903404623850005 17.679107616400003 162.62753922915002 199.89081775665002 21.998656772400004 7.943800736700001 221.38017838285003 17.826488594350003 210.33238511570002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -2 -8 -9 10 -6 12 -11 14 -14 -16 -15 18 -18 20 -20 25 23 -23 -25 -19 -27 -28 -24 -21
right_child=4 3 -4 -5 9 -7 7 8 -10 11 -12 -13 13 16 15 -17 17 21 19 29 -22 22 28 24 -26 26 27 -29 -30 -31
leaf_value=-0.10308367017333996 0.07333513052984364 0.096976921731482701 0.10070231470795848 -0.10031843831897325 -0.10239202160819186 -0.10272584287179663 -0.10305014503779858 0.068219539826709905 -0.067880324678870826 -0.075849450582078398 -0.0030811630354367681 0.064676703260451426 0.071624641916064075 -0.025329414577008821 0.061936743173980992 -0.10355024460124629 0.058291493006509078 0.00035286408463357927 0.0034136549840148248 0.023147073703939959 -0.10229955514853056 -0.0058901052592007508 -0.035754612236364912 0.084106584957842845 0.012929859501889095 -0.0041346361629429227 -0.099441789984263895 -0.0003814644296714315 -0.00017772820901424771 -0.0021620382249096202
leaf_weight=0.14159323447029137 0.32946638296090114 0.064987804808879446 0.020942715927958488 0.024970130409343483 0.23887043023296328 0.055705884005874395 0.085271613934310153 0.11022191740812559 0.023247607148732641 0.30555982561781903 3.8864924894426167 0.51450725729227897 0.37601870839352969 0.81194836401164039 0.037038692297187481 0.12901453014535491 0.83088720997329701 2.3676687366678371 0.51160498708486546 1.6272779594582969 0.29907862005256902 1.817179984529502 0.79270763136446376 0.83578796917572606 1.1592659511952659 0.98048605583608184 0.6122604251722803 0.49872567504644394 53.332630624417789 2.7184909745119512
leaf_count=425 164 17 1 340 178 5 44 86 44 49 203 31 27 45 15 106 31 15 2 38 79 23 19 20 29 8 54 2 1911 23
internal_value=-3.82808e-06 -0.0344152 -0.0768259 0.0422125 0.000111578 0.0258199 0.0388821 -0.0130109 0.0445138 -9.63073e-05 -0.00883155 0.000414421 -5.76191e-05 0.000274465 0.0292706 -0.0666379 4.73137e-05 0.000348621 0.00858039 0.000570174 -0.0355862 -0.000441267 0.000634465 0.0195636 0.0427479 -0.0144182 -0.03114 -0.0549733 -0.000698779 0.00731499
internal_weight=75.5399 0.252494 0.162536 0.0899579 75.2874 0.603913 0.548208 0.218741 0.13347 74.6835 4.12536 70.5581 70.0436 69.7381 0.542072 0.166053 69.196 68.3841 5.98734 5.15645 0.810684 62.3967 57.9376 3.81223 1.99505 4.45914 2.09147 1.11099 54.1253 4.34577
internal_count=4034 783 426 357 3251 343 338 174 130 2908 381 2527 2496 2447 148 121 2299 2254 173 142 81 2081 2002 72 49 79 64 56 1930 61
is_linear=0
shrinkage=0.1


Tree=222
num_leaves=31
num_cat=0
split_feature=13 12 16 10 9 18 10 0 8 12 12 12 7 7 16 9 16 2 6 4 17 17 7 15 2 12 0 19 18 6
split_gain=0.0295513 0.0442557 0.0380501 0.0502063 0.0567832 0.0308216 0.0669367 0.170284 0.0426301 0.037679 0.32479 0.288032 0.184034 0.0814832 0.423441 0.121514 0.220694 0.171415 0.186257 0.150252 0.142757 0.161389 0.201312 0.112103 0.163747 0.3621 0.200061 0.426006 0.125314 0.227797
threshold=98.050756475600011 150.73104262400003 16.079962398050004 83.116371560950014 209.21153814325001 16.587089536200001 76.279622535200005 98.674478761850011 7.943800736700001 147.88310320375004 145.97209859650005 152.73554204000004 22.721067571950005 24.175586727800006 18.964955651700002 193.42660545270004 22.764946765650006 115.72920527990001 11.545269753400001 191.71186625420003 199.72613295375004 194.73806315685002 23.445318439400001 39.540459766400012 103.92649527695001 139.45036571045003 85.995710218650018 14.451165964200003 13.603286548350003 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 -1 3 -3 -5 9 -7 -8 -9 10 13 12 -11 15 -15 16 17 23 -19 20 21 -17 -23 24 26 -26 27 -2 29 -28
right_child=5 2 -4 4 -6 6 7 8 -10 11 -12 -13 -14 14 -16 19 -18 18 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.10221242167402873 -0.098256359352899308 -0.10104935647204494 0.078808038260658575 -0.10115345938890762 0.04727636838072817 -0.041990981515814992 0.098340094591085087 0.01506567671592487 -0.039076708275598671 -0.00013598180047250165 0.079839476207966775 -0.0010086409733277922 -0.097136641496580772 -0.00084471833069194296 -0.080465701616071528 0.0032711745279049701 0.07578524335254562 0.092402379472558568 -0.10552160956808276 0.042550084962268503 -0.035909563017081585 0.072886591843755288 0.012229596844306585 0.022745781222590147 -0.096077809374943923 0.014022554652031652 0.0536056726151318 0.0050159783130971523 -0.013672573695454777 -0.0061118137623319708
leaf_weight=0.06803260465664962 0.60365166128661751 0.064322376813663595 0.039567307191191503 0.03539296576637696 0.094832172552401062 0.17657861977568146 0.24342175549827494 0.71215514227515087 0.18274295466835611 0.31439659392162767 0.53136254853597975 38.379554782413038 0.51759253362615709 12.224133871983209 0.70654701424064192 7.4929702567137575 0.33430410735309202 0.056366014563537514 0.30385748015896752 1.3769868991748797 0.70890387516556153 0.83006087364628944 1.605350963771343 1.3103649979457257 0.61735663918398109 0.57873488217592239 1.2706475239829167 1.1807170426473019 1.3959667340295707 1.2845067400485275
leaf_count=305 110 268 23 459 131 18 9 61 38 24 34 1313 28 325 37 187 18 11 176 33 33 72 14 18 146 3 55 33 44 8
internal_value=-6.05056e-06 -0.0312168 -0.0105859 -0.0287669 0.00693568 0.000119788 0.0152951 0.0241814 0.00400951 -0.000151236 0.00226359 -0.00227053 -0.0604815 0.00104697 -0.0051953 0.00489966 -0.00393073 -0.00702872 -0.0745514 0.0114679 0.00744433 0.0105399 0.0329033 -0.00407756 -0.00914832 -0.0428052 -0.00212944 -0.029921 0.0104215 0.023585
internal_weight=75.2414 0.302147 0.234115 0.194548 0.130225 74.9392 1.3149 1.13832 0.894898 73.6243 34.4128 39.2115 0.831989 33.8814 12.9307 20.9507 8.93647 8.60217 0.360223 12.0143 10.6373 9.92838 2.43541 8.24195 6.93158 1.19609 5.73549 1.78437 3.95112 2.55515
internal_count=4034 1186 881 858 590 2848 126 108 99 2722 1357 1365 52 1323 362 961 622 604 187 339 306 273 86 417 399 149 250 143 107 63
is_linear=0
shrinkage=0.1


Tree=223
num_leaves=31
num_cat=0
split_feature=6 17 13 17 5 13 17 18 4 3 18 4 6 13 10 15 16 18 4 6 9 15 9 9 12 9 9 16 7 9
split_gain=0.0289507 0.0738047 0.0653722 0.0616774 0.0363911 0.0822498 0.0830533 0.0991527 0.0294045 0.0269814 0.0436335 0.108847 0.201176 0.119186 0.143326 0.115537 0.197266 0.0999345 0.089328 0.08312 0.0639464 0.160266 0.143362 0.157843 0.108342 0.0658334 0.147021 0.24069 0.235916 0.138689
threshold=6.9501623894500009 194.73806315685002 105.94944646285002 195.53954078470002 13.154029769200003 107.54907905045002 200.26331585350002 17.705383164500002 331.55739242175008 77.489428693900024 15.534338342150003 286.86996866160007 13.65531905435 102.94912718925001 78.962703749400006 33.762789462050002 18.794956049200003 16.823266118200003 223.326937759 13.835323260100003 219.21617201485003 35.098844929350008 215.54845996915003 217.73656073310005 208.68539434980002 202.37225149245003 201.32298960505003 22.604947139800004 24.573979631000004 203.06170522940002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 6 -2 -8 -9 -6 20 13 17 14 18 16 -15 -13 -12 -14 22 -22 25 -24 -23 26 -11 28 -28 -27
right_child=4 3 -4 -5 9 -7 7 8 -10 10 11 12 19 15 -16 -17 -18 -19 -20 -21 21 24 23 -25 -26 29 27 -29 -30 -31
leaf_value=-0.10298239415147399 0.069751332270895167 0.096032284644196442 0.1006018924610047 -0.10029708851088454 -0.010919547637206609 -0.10223171981174586 -0.10277065664344665 0.064555398052540264 -0.063614253270597054 0.00015865996400194184 0.088043837828667676 -0.10207219340201903 0.10148818082592158 -0.10277140605272504 -0.0088105844198698765 0.004589262011507938 -0.0030019346527521348 0.036448458934522976 0.021470348932523569 0.030367856910030841 -0.076103169573815299 0.077516354043746682 0.084139938218774468 0.0060452245132342364 -0.026040254309650686 -0.033610880765105669 0.086801140565750459 -0.024515545622382791 -0.0071367390453811663 -0.0030612882207577876
leaf_weight=0.1282763654471627 0.30857476196865619 0.057703247235622257 0.017983926460146904 0.02214112227434839 2.2317757257668509 0.04614147637039423 0.076156330986123066 0.1024607790131995 0.02168854508545337 46.007769507453986 0.38297445059288227 0.12239175430840976 0.35549419932067394 0.32296675011457443 0.69962030475880965 1.5473183874855747 0.51291002053767443 0.09066138019261416 0.42546304946881719 0.30559444245591294 0.37582466519961499 0.1630709611090424 0.41779678434750056 0.68012757835458615 0.26553598714599502 1.6411112408968644 0.79003272266709135 0.55856349470559497 0.40409222175367177 15.726378860472321
leaf_count=425 164 17 1 340 185 5 44 86 44 1662 18 36 10 60 34 8 3 15 25 38 36 14 26 25 37 41 29 7 35 564
internal_value=-8.30504e-06 -0.035737 -0.07795 0.0415895 0.00010001 0.0256106 0.0372024 -0.0129399 0.0421645 -9.12556e-05 0.000245343 0.00949119 0.0413782 0.00232802 0.0243289 -0.0115939 -0.0415509 -0.0431269 0.0530077 0.0686121 -0.000411974 -0.0284367 -7.15628e-05 0.0357629 0.0133597 -0.000675658 0.00124157 0.0296678 0.0550125 -0.00594802
internal_weight=74.8086 0.226105 0.14626 0.0798444 74.5825 0.555022 0.50888 0.200306 0.124149 74.0275 71.7957 4.76539 0.874142 3.89125 1.50806 2.3832 0.835877 0.213053 0.808438 0.661089 67.0303 0.804432 66.2259 1.09792 0.428607 65.1279 47.7605 1.75269 1.19412 17.3675
internal_count=4034 783 426 357 3251 343 338 174 130 2908 2723 247 99 148 77 71 63 51 43 48 2476 87 2389 51 51 2338 1733 71 64 605
is_linear=0
shrinkage=0.1


Tree=224
num_leaves=31
num_cat=0
split_feature=6 10 8 5 8 16 6 12 15 2 14 6 4 5 15 16 2 10 15 6 6 15 12 0 4 9 16 9 16 3
split_gain=0.0268662 0.14408 0.271023 0.195068 0.0867436 0.0826536 0.178058 0.158241 0.237103 0.120731 0.239489 0.215163 0.153008 0.158115 0.181185 0.184608 0.145408 0.267838 0.14293 0.122449 0.100264 0.254368 0.291577 0.214096 0.142476 0.198946 0.100378 0.0826176 0.100896 0.0825589
threshold=16.455384477450004 64.407391431150018 9.4426310644000022 20.120233242600005 9.5425530862500008 22.644947046300004 16.405383309150004 182.87454670205003 40.800303470200006 211.52504573410002 319.46956167260004 16.435384010100005 325.47117591905004 21.386268748550005 45.169600924000008 22.454947490600002 204.67136036115002 62.046925192600007 42.493282152450007 16.405383309150004 16.235379337050002 35.098844929350008 101.85466269095001 86.382848189450016 227.97173202615002 191.29995577870002 22.594947163200004 228.88999534805001 15.484963789400002 92.703413254150021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 -2 -4 9 7 -7 -9 16 29 12 -12 27 15 -15 18 -18 20 -20 -1 22 -22 26 25 -25 -23 28 -14 -11
right_child=1 2 4 -5 -6 6 -8 8 -10 10 11 -13 13 14 -16 -17 17 -19 19 -21 21 23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010787881957172532 0.074352316452894446 -0.10487651838629197 0.10144020034069928 -0.002568278428695633 -0.027788207830474733 -0.028691447554014562 0.062472297427341034 0.053280104658734798 -0.016027042930687543 -0.10592043066353803 0.073095979852976889 -0.11572011750227224 0.031487477938221424 -0.046770031823937804 -0.018211925166970851 0.10089000204822546 -0.01106418492237693 0.086232784845970245 -0.082784482787030739 -0.007495861769541032 -0.019160012055207246 -0.036870859299965975 0.085861631175302128 0.011948431451601845 0.0079267556928334804 0.1007656385305807 -3.1159500163744078e-05 0.054167721750598669 -0.095894267041539832 -0.012922453754860017
leaf_weight=33.170122991567723 0.334256214904605 0.36054854060216612 0.10662392899394035 24.114118101830513 0.10128265745288445 0.93234673623555853 0.66957944347450382 1.0680523224873466 0.91775014181621362 0.37829679717924536 0.27150314872642445 0.16426192299695674 0.076176256886995364 0.11440119711215835 0.75477672829197218 0.32578033418394625 0.57473825051238125 0.55723921554334765 0.37339954159870004 0.51253918205657101 0.38396444881800362 1.3231507078744473 0.8486736242311963 0.56912913173437141 2.9214493669569492 0.45288444822654128 1.6770471475319935 0.058801892869382755 0.33846115568928781 0.12767677493081919
leaf_count=1811 15 26 3 912 42 18 24 37 37 77 22 5 365 54 39 27 6 58 32 14 33 21 40 4 24 73 29 42 133 11
internal_value=-2.33194e-06 -0.00267383 -0.0524432 -0.00151663 0.038486 0.00134612 0.0159647 0.00529333 0.0212494 0.000205327 -0.0206821 -0.00582837 0.00347676 -0.00785258 0.0115247 0.0625138 0.00146256 0.0368323 0.000514526 -0.039228 0.0013661 0.0112847 0.0531476 0.00385316 0.0191692 0.051306 -0.0162782 -0.0567606 -0.072492 -0.0824534
internal_weight=74.579 25.0168 0.568455 24.4484 0.207907 49.5622 3.58773 2.91815 1.9858 45.9745 2.61014 2.10416 1.9399 1.6684 1.19496 0.440182 43.3643 1.13198 42.2324 0.885939 41.3464 8.1763 1.23264 6.94366 3.94346 1.02201 3.0002 0.473439 0.414637 0.505974
internal_count=4034 998 71 927 45 3036 116 92 74 2920 775 687 682 660 120 81 2145 64 2081 46 2035 224 73 151 101 77 50 540 498 88
is_linear=0
shrinkage=0.1


Tree=225
num_leaves=31
num_cat=0
split_feature=8 7 7 6 12 13 17 8 18 17 17 15 17 14 18 9 2 2 17 2 12 0 10 0 15 4 0 8 0 15
split_gain=0.0265085 0.135136 0.163638 0.10131 0.0913482 0.102177 0.10312 0.0531737 0.0768466 0.0461468 0.171336 0.312546 0.1793 0.114257 0.112968 0.0865345 0.0731983 0.0708791 0.0869271 0.0789754 0.185758 0.0743767 0.588516 0.545454 0.513747 0.268933 0.268932 0.490615 0.239036 0.143042
threshold=8.8430989333000021 22.620600126450004 23.314707969200004 18.385429572600007 69.826413229550027 121.87049551135001 177.64087306825002 8.7431769115000026 13.754580103150001 183.92349703790003 182.63036160245002 21.887115025350003 183.49170501290004 148.67011998770002 12.867440043550003 203.36975145060003 49.864842700850012 63.548891378550003 194.73806315685002 68.946226135900005 94.328280857900012 94.047642319350018 69.563854125350005 94.773526014550015 34.694997775350011 178.59129095495004 91.394134144600017 8.1436447804000007 90.407470010750018 35.965617804200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 -3 -2 -5 6 -6 9 -9 10 15 -12 -13 -11 -15 16 -1 18 -16 -19 -21 22 26 -23 -24 -25 28 -28 -22 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 13 11 12 -14 14 17 -17 -18 19 -20 20 21 23 24 25 -26 -27 27 -29 29 -31
leaf_value=0.042465357467884539 0.058734045745795042 -0.078084077365745075 -0.0069963442827068656 -0.080267077111581764 -0.10219643449068619 0.074878652737216791 0.038938086653268311 -0.0010845744165387163 0.028169749959127074 -0.038484750073111307 0.010568953700444755 -0.1104861245268024 -0.012199655341145865 0.054801633581651313 -0.0056768660606449917 -0.075632244490590306 -0.0013981354175459908 -0.031378282891638375 0.038887786116201528 0.077249550381960824 0.00034893741327722896 -0.094209611608116459 0.090685318141648624 -0.10841214415305117 -0.048787799579190841 8.7523150664017065e-05 0.037286698064490295 -0.08408211633928106 0.084441758621764049 0.0084007391726785736
leaf_weight=0.40348781461397987 0.39286059292862718 0.46048614627125051 1.0910220261575885 0.13255523692350835 0.10184100111655425 0.16582520678639412 0.10529572096129414 1.9837046225693478 1.6405261515901655 0.73383736214600404 0.74173055513043074 0.56861952168219432 0.27555132444285846 0.39085610200709098 0.74856650066067132 0.15006702953405682 6.6623685786750997 0.77923141290375397 1.0539676090702412 0.315038468761485 36.150739387280112 0.66616823707431549 1.2742251488634782 0.23218260938301583 0.33314919754047867 14.201591090730401 0.51024406432043068 0.95915238151792437 0.54548195656388898 0.45267377188429236
leaf_count=17 23 37 58 14 39 12 18 29 36 15 38 29 39 13 23 113 1011 25 56 9 772 174 92 16 31 1180 20 52 22 21
internal_value=5.48237e-06 -0.0102235 -0.0280951 0.0206411 -0.00896276 0.0163797 -0.0304522 0.000354635 0.0121575 -0.000273056 -0.00703007 -0.036791 -0.0784038 0.000729083 0.00122004 -0.000489271 0.00110664 0.000860338 0.0203807 0.000236689 0.000679448 0.000243438 0.00248986 -0.00574094 0.0617777 -0.00165781 2.21747e-05 -0.0419371 0.00168184 0.0499564
internal_weight=74.223 2.44989 1.55151 0.898378 0.505517 0.372962 0.207137 71.7732 3.62423 68.1489 8.80182 1.5859 0.844171 59.3471 58.6133 7.21592 7.06586 58.2224 1.80253 56.4199 55.6406 55.3256 40.2257 15.0999 1.60737 14.4338 38.6183 1.4694 37.1489 0.998156
internal_count=4034 201 95 106 83 69 57 3833 65 3768 1247 106 68 2521 2506 1141 1028 2493 79 2414 2389 2380 1010 1370 123 1196 887 72 815 43
is_linear=0
shrinkage=0.1


Tree=226
num_leaves=31
num_cat=0
split_feature=7 7 7 13 6 0 0 18 3 19 7 16 6 8 9 2 2 19 18 0 18 17 7 17 4 19 17 3 9 9
split_gain=0.0266203 0.163881 0.160892 0.115355 0.104448 0.10217 0.163417 0.109609 0.0952382 0.0628396 0.0549112 0.0643559 0.228886 0.172926 0.0591888 0.222602 0.217732 0.147544 0.152226 0.260491 0.158698 0.136742 0.107505 0.255937 0.278685 0.202711 0.170501 0.133324 0.264191 0.0867337
threshold=22.061824394000002 22.181995028450004 21.946499523750003 105.33378955095002 15.51536251395 85.877418060900013 84.226704768850013 12.601716341300003 93.620177476600006 11.550931964450003 22.381996090050006 22.714946882600003 16.635388683200002 8.4434108459500017 186.68586460755003 182.48209946165005 158.13149931390004 14.451165964200003 13.077716774800001 86.420486603250012 13.276755824150003 194.73806315685002 22.938075114600004 193.46017548480003 203.92124079100003 14.351157895250003 190.25644477395002 93.499196860750018 200.52256857420005 185.44496129890004
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 6 7 -6 -2 -1 -3 14 -13 -14 15 16 17 18 -12 -20 -21 29 23 24 25 -16 -27 -26 -29 -22
right_child=1 10 -4 4 5 -7 -8 -9 -10 -11 11 12 13 -15 22 -17 -18 -19 19 20 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.022166891445930727 0.096408700340667994 -0.018482222339225404 -0.10834545911190362 0.066964914608162646 -0.002819548468273118 -0.10504187775023538 0.074601058390349514 -0.093721181138412282 0.014156100546450485 -0.1027927424733116 0.021997759406342396 0.091048362501090413 0.046554090772777612 -0.090160924136056281 -0.0080736186217450056 -0.10642399537892488 0.093660221568386354 0.045238377481362557 -0.10911421923670928 0.10155333680028303 -0.016318065697776232 0.0097878300823398563 0.00077116293010261714 -0.063396824688233919 -0.0086083541467253492 0.068997365019786192 0.0052745749558353447 -0.1068455070517544 -0.011062820134807803 -0.11483900289715759
leaf_weight=0.052948111259695341 0.27357444953668064 1.5809959646921914 0.15591166499143572 0.22903483100617483 1.6015998959937867 0.095795914763584622 0.26019475236535061 0.14462721626932751 0.28998596398741938 0.16771707670437763 1.3755730725824831 0.3302476936369193 0.18065978493541479 0.18963011504456517 2.5019349027425042 0.15402566433985487 0.33190033813593789 0.86662714974954713 0.29048212897032488 0.12842424493283022 0.17572262491682955 0.68969096613682268 56.730823707691343 0.85909937766155042 1.0862421281635763 0.83199947001412489 0.84771955478936434 0.55818534716377122 0.59485015111749817 0.18181095657928381
leaf_count=93 21 62 15 91 349 6 8 181 27 78 13 17 9 40 28 452 122 29 15 4 134 78 2003 39 16 27 16 45 10 6
internal_value=2.67393e-06 0.000373551 -0.00972869 -0.00370361 0.00283757 -0.00414905 0.000668046 -0.0103483 0.0540848 -0.072809 -5.58854e-05 0.000366895 0.0305219 -0.0234594 5.71717e-05 0.0115655 0.0160636 0.00911856 -0.00189681 -0.0243155 -0.00336321 -0.0162294 -0.000696899 -0.012137 -0.00527861 0.00996674 0.0368378 -0.033748 -0.0574313 -0.0664174
internal_weight=73.758 71.0502 2.70783 2.55192 2.33125 2.10222 2.00642 1.74623 0.56356 0.220665 70.4866 68.9056 0.700538 0.37029 68.2051 4.19426 4.04023 3.70833 2.8417 1.46613 1.17565 1.04722 64.0109 7.28003 6.42093 4.18165 1.67972 2.23928 1.15304 0.357534
internal_count=4034 3213 821 806 635 544 538 530 48 171 3165 3103 66 49 3037 853 401 279 250 237 222 218 2184 181 142 71 43 71 55 140
is_linear=0
shrinkage=0.1


Tree=227
num_leaves=31
num_cat=0
split_feature=5 3 0 16 10 9 8 3 18 9 2 6 19 5 17 5 15 16 17 14 8 19 9 17 2 5 14 6 16 14
split_gain=0.0243307 0.142375 0.0956982 0.0840119 0.0830109 0.137305 0.192303 0.0752673 0.116551 0.072939 0.0634156 0.0581515 0.0562085 0.0460387 0.0410978 0.039108 0.051808 0.12849 0.121988 0.47068 0.181391 0.134201 0.113088 0.162646 0.0867242 0.0847656 0.0813046 0.174735 0.191302 0.160707
threshold=25.767562150000003 92.913112988300014 85.334349518600007 23.344945409400005 61.622148808000013 191.29995577870002 8.3434888241000014 101.34142922725002 11.862896247150001 64.765169068750012 49.864842700850012 16.495385412050002 14.651182102100002 22.327062271350005 177.64087306825002 24.453399453300005 41.492094664050008 22.674946976100003 192.94032447935004 284.63379681220005 8.4434108459500017 14.451165964200003 197.90890142995002 189.19102531915004 101.78954948125002 23.455765688150006 241.71484286130001 16.515385879350003 22.654947022900004 234.88994499470002
decision_type=2 2 2 2 2 2 2 2 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 5 6 -1 -3 9 -9 -11 -10 15 -14 -13 16 17 26 22 -20 21 -21 23 25 -19 -18 29 28 -28 -6
right_child=1 2 -4 -5 12 -7 -8 8 11 10 -12 14 13 -15 -16 -17 18 24 19 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.081679658671034688 0.099188288165191207 0.070378826501552055 -0.10148710366733411 -0.10170011937455903 0.0014288877807085451 -0.10389733389705352 0.063470737879909978 -0.10070395275890996 0.061050842539808414 -0.10214484164181853 0.06531948266416665 -0.10150905028006663 0.032431243797235026 0.0018305280931342439 0.049362728250405302 -0.017019158147473245 0.021768762523346832 -0.0026441305358365138 0.076526967532495951 -0.024603960250740554 -0.034626413468377984 0.041188781175771669 0.021319113602044214 -0.030630849502586766 -0.043914317893579219 -0.010248080470993905 -0.003979998669046427 -0.033212841288503131 0.061676881149759513 0.044004253783621744
leaf_weight=0.1656609295285979 0.16901518080930944 0.20668879401364393 0.085519016473199372 0.062430536490865052 35.115493291203848 0.20428187449579127 0.20327069330960512 0.03511164004157763 0.033231022218387807 0.024629460647702217 0.27614720668327664 0.15106941340582125 0.95935781253501673 1.0084875029642715 0.020506014512307047 1.3859067968224952 1.6078945756889864 0.91063400055281762 1.0808431134737477 0.45345463179182866 1.0304646668737403 0.98016736307181418 1.6883477205410597 2.0332855631131679 1.1549694325076414 1.7024813132866254 17.216521554394568 2.0377486736251731 0.4555134866386642 0.90954356367706068
leaf_count=53 17 47 34 12 1347 48 12 14 11 2 172 175 24 25 29 108 17 22 30 46 39 27 18 32 38 26 1499 39 13 58
internal_value=-3.51786e-07 0.015009 -0.00088181 0.00974244 -0.000221295 -0.0381249 -0.00170597 0.0190515 -0.000569191 0.0356849 0.0516065 -0.0600269 8.15979e-05 0.0167489 -0.0834775 -0.000388544 -5.14667e-05 -0.00122896 0.00638323 0.0215089 -0.00262417 0.0203785 -0.00124182 -0.00837002 -0.0257201 0.00530294 -0.000321282 -0.00548492 -0.00228763 0.00250381
internal_weight=73.3687 1.06435 0.895333 0.809814 72.3043 0.573213 0.368932 0.747384 0.540695 0.335888 0.300777 0.204806 71.7311 1.96785 0.171575 69.7633 68.3774 57.8004 10.5769 3.54493 2.46409 1.43362 7.03201 5.34366 2.0656 3.31038 55.7348 19.7098 17.672 36.025
internal_count=4034 513 496 462 3521 113 65 450 403 188 174 215 3408 49 204 3359 3251 3016 235 142 112 73 93 75 60 43 2956 1551 1512 1405
is_linear=0
shrinkage=0.1


Tree=228
num_leaves=31
num_cat=0
split_feature=15 5 6 5 19 13 6 16 8 6 2 15 9 6 7 10 16 19 7 2 14 4 10 0 7 18 12 13 3 16
split_gain=0.0241693 0.138791 0.335477 0.310311 0.220294 0.117757 0.351512 0.378873 0.226752 0.171721 0.228386 0.156698 0.140514 0.117877 0.0973425 0.177246 0.282096 0.190697 0.186595 0.0971987 0.17819 0.128717 0.100352 0.123987 0.101359 0.0867216 0.0831982 0.128114 0.104888 0.204921
threshold=37.408632939650005 20.911722254300006 16.375382608200002 20.971847224900007 12.451004585100002 117.38883580790001 16.235379337050002 20.784951395750003 8.4434108459500017 16.355382140900002 224.95410153095003 44.190294328500009 201.97224908750002 15.710367070250003 23.397000037200005 61.982402197500001 22.604947139800004 14.551174033150001 22.233191240750003 199.66651340635002 289.25304191355002 277.43684800215004 62.036171360100006 86.162394622750014 23.296055099200004 12.794482498400003 204.37824016555001 117.64961624655002 93.620177476600006 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 25 4 -4 -3 6 7 -2 -9 10 12 -12 -7 -10 15 17 -17 18 -5 21 -21 26 23 24 -22 -1 28 -28 29 -11
right_child=5 2 3 14 -6 9 -8 8 13 19 11 -13 -14 -15 -16 16 -18 -19 -20 20 22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.049563015101902225 -0.094338149148158745 0.027200823962443867 -0.11372795799887177 0.0050534278451661689 -0.11955375532634237 -0.033883384168103069 0.087653481717422044 0.056749601791915585 0.022863460837914584 0.0020453569947881697 0.10096934941393219 -0.043553012713696729 -0.11758674200335961 -0.042117190550227834 0.010263266901551379 -0.015014812044182299 -0.1099316750791573 -0.093646112944415105 0.10008496364722391 -0.054667032619320571 -0.035081050158353076 0.031086057573332992 -0.026239746082523531 0.024223954707509682 0.0049861259771219919 0.00048289868796610319 -0.045416268708720467 0.0077505467948430808 -0.0041289703874203823 0.038292169967328427
leaf_weight=0.36343295428787215 0.33948548350236141 0.13185345253208325 0.26480927420197975 0.97248421908318528 0.45614627556716414 0.58939805183581728 0.62682066916022439 0.91344456863589618 0.54502152255736269 4.7265697307884746 0.1718019531108439 0.1331798949631775 0.30399583367398009 0.57230791728943586 2.8749526804313064 1.5042030733227418 0.39543436653912056 0.15146049397299055 0.26235737098613754 0.73350983790169166 0.96738996878048089 1.8323449478484679 1.3741099657945595 1.8956176126375792 1.8177056142303625 38.236867025265127 0.84878258287289898 0.97252448479412124 5.8202544253217638 2.3279101587831974
leaf_count=26 68 139 10 382 67 39 31 43 25 30 16 29 16 18 70 138 11 19 7 20 36 20 33 25 64 2427 17 24 151 33
internal_value=5.60933e-06 -0.00140631 -0.0143469 -0.00773101 -0.0866454 0.00234651 0.0210576 0.00344615 0.0197928 5.89925e-05 -0.0368585 0.0378591 -0.0623652 -0.0104203 -0.00317502 -0.0149325 -0.034773 0.0122547 0.0252441 0.00195639 -0.00811827 0.00609412 -0.00247913 0.00449624 -0.00893102 0.000945002 0.00297806 -0.0170268 0.00580801 0.0140065
internal_weight=73.1262 45.614 7.0137 6.4257 0.588 27.5122 2.99708 2.37026 2.03077 24.5151 1.19838 0.304982 0.893394 1.11733 6.16089 3.28594 1.89964 1.3863 1.23484 23.3167 6.78833 16.5284 6.05482 4.68071 2.7851 38.6003 14.696 1.82131 12.8747 7.05448
internal_count=4034 3296 843 637 206 738 185 154 86 553 100 45 55 43 627 557 149 408 389 453 178 275 158 125 100 2453 255 41 214 63
is_linear=0
shrinkage=0.1


Tree=229
num_leaves=31
num_cat=0
split_feature=6 17 17 13 5 13 17 18 10 7 18 16 7 17 18 12 13 0 9 3 15 5 15 7 7 13 5 7 18 3
split_gain=0.0237586 0.0662162 0.0542142 0.0530504 0.0261777 0.075058 0.0718277 0.0863643 0.0284897 0.0245009 0.125322 0.32085 0.263815 0.173824 0.141704 0.174491 0.149422 0.175413 0.172065 0.133749 0.138349 0.137974 0.131687 0.161534 0.126637 0.136261 0.120429 0.114869 0.0867273 0.170878
threshold=6.9501623894500009 194.73806315685002 195.53954078470002 105.94944646285002 13.154029769200003 107.54907905045002 200.26331585350002 17.705383164500002 67.649671936450019 23.109894804950002 13.314799198000001 22.554947256700004 22.938075114600004 197.01076493205002 13.24088655595 217.64277969395002 113.97180552410002 92.501778894350011 188.96048214565005 92.437255899200025 33.593648142250011 21.336111252450003 42.493282152450007 22.835261448650005 22.620600126450004 107.94965931190002 30.728615921450004 23.150522195450005 13.077716774800001 93.620177476600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 8 -8 -2 10 14 12 13 24 15 16 17 18 -6 -18 21 -21 23 -16 25 -12 -17 -11 29 -22
right_child=4 2 -4 -5 9 -7 7 -9 -10 27 11 -13 -14 -15 22 26 19 -19 -20 20 28 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10235290112513847 -0.0043966392929131659 0.09466081925081149 -0.10027056884570494 0.10048745865911977 0.0018261907389687069 -0.10214735520967487 -0.10251381507613143 0.03836336832445069 0.080329928813946877 0.030585610167961599 -0.10080909496737885 -0.085428388167085589 0.042982203415649976 -0.10888513982841529 0.0034815852327744045 -0.10772830485340397 0.040101605379209343 0.10085751528588323 -0.10196137872428034 0.10072676123438551 0.026060340656229197 0.0069446863342170588 -0.0083083601420763705 0.08529306574654201 -0.031307496283240345 0.095137499479146959 0.0019726890849149667 0.00029075333568080047 -0.01685738784456672 -0.0070356840132483542
leaf_weight=0.11044079683207897 0.047735141764859601 0.052485034486380755 0.019593973117565611 0.014598071575164795 0.26439744044944369 0.044098072219640017 0.069166516441327985 0.11734344240085193 0.23539243118909781 1.282199097357078 0.044799567002314467 0.63266816291297789 0.75643959191029342 0.23604358691579808 0.41632139484863617 0.26368512014411827 0.83897308818995853 0.074542924761772156 0.40352631849236786 0.25605697644641523 2.1516860474366677 0.40500934972396863 0.60485666204886002 0.57422451162710786 0.85931351361068664 0.17076560731766222 0.16127894318901781 52.434103902657512 3.5081497128285264 5.6734353636484229
leaf_count=425 8 17 340 1 239 5 44 130 156 24 114 36 24 17 36 48 15 3 9 10 26 277 16 13 20 18 62 1649 79 173
internal_value=3.62263e-06 -0.0346667 0.0416706 -0.0786716 9.78527e-05 0.0225911 0.0343038 -0.0138804 0.0660451 -6.26136e-05 -0.00322314 -0.0231142 -0.00404435 -0.03118 0.000220424 -0.00299725 -0.00102208 -0.0446391 -0.0608771 0.00150137 -0.00119862 0.0432702 0.0284577 0.0509081 -0.014116 0.0544151 -0.0660955 0.00101389 -0.00379247 0.00206478
internal_weight=72.7233 0.197118 0.072079 0.125039 72.5262 0.513736 0.469638 0.18651 0.283128 72.0125 18.2962 2.70003 2.06736 1.31092 15.5961 14.0007 13.5758 0.742467 0.667924 12.8333 11.9943 0.661066 1.5954 0.990546 1.07488 0.215565 0.424964 53.7163 11.3333 7.82512
internal_count=4034 783 357 426 3251 343 338 174 164 2908 1235 229 193 169 1006 941 831 251 248 580 565 287 65 49 152 132 110 1673 278 199
is_linear=0
shrinkage=0.1


Tree=230
num_leaves=31
num_cat=0
split_feature=15 5 6 5 19 6 13 6 7 9 8 6 0 9 2 2 2 4 16 7 9 16 7 5 2 13 16 19 16 3
split_gain=0.0249082 0.105998 0.300139 0.27892 0.198186 0.161777 0.094613 0.307763 0.297138 0.300961 0.146811 0.144385 0.217718 0.157984 0.248703 0.083988 0.128549 0.115341 0.0808143 0.185475 0.0783963 0.212272 0.0977054 0.260795 0.193532 0.185139 0.12897 0.158446 0.119784 0.199589
threshold=37.408632939650005 20.911722254300006 16.375382608200002 20.971847224900007 12.451004585100002 16.425383776450001 117.38883580790001 14.935348962050002 23.032902590750002 206.57490536735003 8.543332867800002 16.355382140900002 86.83719761350001 200.84017322135003 219.24808729375005 199.66651340635002 206.07223625840001 277.43684800215004 22.594947163200004 23.296055099200004 186.68586460755003 22.664946999500003 23.109894804950002 22.468249633400003 163.32842070695003 117.66037007905001 22.604947139800004 14.351157895250003 22.634947069650003 93.870204082750021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 7 10 -9 -10 -2 12 -8 -14 -15 17 -17 20 -18 -20 21 -13 24 -24 26 -26 -22 -28 -29 -30
right_child=6 2 3 5 -6 -7 11 8 9 -11 -12 15 13 14 -16 16 18 -19 19 -21 22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=0.00061266292304831946 -0.083855355097844322 0.024319354896083223 -0.11226207070642713 0.099963957399979569 -0.11788139374422923 -0.0051643283238946977 -0.10586108973812769 -0.01861843629861502 0.087436970251311988 -0.0072856022880857761 0.027810341716652833 0.050043237162083476 0.048487749111631617 -0.11816687749410471 0.020967414095921288 -0.037080811690791339 0.012872634390825767 0.029840999261795939 -0.065498842046260511 -0.00052793613300794321 0.027852431224617315 -0.0043624608398105495 -0.0074213529410101751 0.033410868450550406 -0.10812509541257545 -0.0056967516808162687 -0.043368233627062061 -0.027782817398719378 0.081743383491017535 -0.0052539714668494572
leaf_weight=38.413694253855667 0.3688054839567515 0.12837630241619891 0.2409934451279695 0.15008359801868199 0.41434086991964136 5.9291551060828169 0.31003708974822319 0.70429027173668179 1.1286831828765569 0.47726986347697664 0.17295309383189306 1.1974667152389948 0.31259601376950741 0.23312281630933285 0.28619331726804376 1.1937272709656088 2.407977241646222 1.7988495259778563 0.52857986502590426 2.6038938743186009 1.0016280752315632 1.7878507294226436 4.4498766795732081 2.4120883376563143 0.37509669197356732 0.33323520912108506 1.1228915619722104 0.73822798510082055 0.39371919818222501 0.79860163037665188
leaf_count=2453 67 139 10 9 67 618 49 32 31 37 18 26 9 5 37 23 34 20 42 79 19 24 26 35 25 16 21 12 8 43
internal_value=3.36492e-06 -0.00143248 -0.0128797 -0.00675158 -0.0842447 -0.00256893 0.00239894 0.0196291 0.0355368 0.0592866 -0.0482068 0.000375506 -0.0343364 -0.0076806 -0.0414905 0.00208825 -0.00731543 0.00594735 -0.000902282 -0.0114913 0.0030056 0.0174607 -0.000706374 0.00693181 -0.0117096 -0.0599376 -0.00328527 -0.0134995 0.00387354 0.0234736
internal_weight=72.4143 45.2766 6.86295 6.32023 0.542717 6.07924 27.1377 2.852 2.31024 1.60595 0.541759 24.2857 1.14195 0.831912 0.519316 23.1437 6.73418 16.4095 5.54045 3.13247 14.6107 2.98532 11.6254 6.86197 4.7634 0.708332 4.05507 3.05344 1.93055 1.19232
internal_count=4034 3296 843 637 206 627 738 185 100 68 85 553 100 51 42 453 178 275 155 121 255 50 205 61 144 41 103 84 63 51
is_linear=0
shrinkage=0.1


Tree=231
num_leaves=31
num_cat=0
split_feature=13 16 8 13 19 18 8 6 3 9 8 9 9 0 9 9 9 12 9 15 12 18 7 7 12 9 0 2 8 5
split_gain=0.0299675 0.0396977 0.0680802 0.0542757 0.0409504 0.0266317 0.0532078 0.0951428 0.0673013 0.0348911 0.0984568 0.0369857 0.0463609 0.153247 0.0782683 0.0477733 0.121596 0.308987 0.0588955 0.0498009 0.0382902 0.0880234 0.569852 0.202083 0.0933941 0.0773 0.0677554 0.0672793 0.240388 0.126493
threshold=98.050756475600011 9.719977270450002 7.1444245619500011 95.862351557400004 12.551012654050002 16.587089536200001 8.0437227585500022 12.165284239900002 81.105404879350019 223.29399794390005 9.0429429770000009 219.21617201485003 215.54845996915003 95.050437202000012 216.65333892300001 210.33238511570002 212.35746315350005 135.71835115270002 209.86393725660002 35.098844929350008 93.660658182900008 14.266702464150002 23.576742473100005 22.996658327800002 75.857705639900004 191.72037998490001 96.959242474650011 78.595990734650016 8.4434108459500017 17.719454526200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 9 7 -7 -8 11 -11 12 15 14 -14 18 17 -17 20 -19 21 22 23 24 25 -2 -23 28 29 -22
right_child=5 2 -4 -5 -6 6 8 -9 -10 10 -12 -13 13 -15 -16 16 -18 19 -20 -21 27 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10128737302628435 0.054002535543535971 -0.10011538964274365 -0.10146726309543003 0.089401234680475242 0.062587783871600522 0.0077864714248869933 -0.068621156141848952 0.081726084809688238 0.019261008959785213 0.068299348185565253 -0.013820153818585288 -0.016495682092823257 0.10204878724887481 -0.0035751202607077828 0.023171788235882784 -0.0021848079269462983 0.0017966824007034816 -0.05677963555362367 0.026779869050057616 -0.11252970563986527 0.033378334916631787 0.012158688893012401 -0.11958026738652228 0.055481814137033569 -0.034969234005114272 -0.017194586068406664 -0.01549639830531914 -9.4870133051396823e-05 0.061464397897815715 -0.011294609217171639
leaf_weight=0.021438366483663596 0.27313932157994703 0.021332422012960706 0.12447564814453926 0.04914017849114316 0.056281562764070259 0.63925054499304568 0.15086775767849758 0.23912940875743516 0.20629865254159085 0.27153390580497117 0.3158030954109563 1.3873106318815178 0.2513362865615808 1.1526031999092081 0.25186929281335324 1.3805915176781121 3.5962090243428975 0.30442342051537696 0.83460323887993482 0.3382841792790714 0.87227973928383962 2.5052264024270703 0.48214220441877831 0.51283556967973698 1.023456755236168 0.34524740495544393 1.3706013349437851 49.878089244888258 0.82531961146742094 2.3187425818759948
leaf_count=481 27 385 248 12 60 64 28 19 15 27 31 63 9 26 38 34 104 27 28 36 16 41 31 14 53 19 48 1957 23 70
internal_value=2.62792e-06 -0.0330864 -0.0556356 0.0314792 0.0178684 0.000128415 0.0146829 0.0279157 -0.0178606 -0.00012669 0.0241448 -0.00033062 -3.31452e-06 0.0165261 0.0625685 -0.000412664 -0.00923696 -0.0288481 0.000397049 -0.0861233 3.25352e-05 -0.00721004 -0.0213049 0.000685661 -0.0164301 0.0142529 0.00237907 0.000907734 0.0133589 0.000916933
internal_weight=71.9999 0.272668 0.20209 0.0705785 0.077614 71.7272 1.23555 0.87838 0.357166 70.4916 0.587337 69.9043 68.517 1.65581 0.503206 66.8612 5.61951 2.0233 61.2417 0.642708 60.4071 6.51265 2.63682 2.15468 1.64184 0.618387 3.87583 53.8944 4.01634 3.19102
internal_count=4034 1186 693 493 445 2848 126 83 43 2722 58 2664 2601 73 47 2528 201 97 2327 63 2299 233 144 113 99 46 89 2066 109 86
is_linear=0
shrinkage=0.1


Tree=232
num_leaves=31
num_cat=0
split_feature=5 19 7 9 10 17 0 5 15 19 5 17 17 9 5 7 8 17 12 18 18 18 7 7 16 8 18 13 17 9
split_gain=0.0240422 0.0575108 0.0596703 0.0840058 0.0457627 0.110754 0.0558977 0.083191 0.0314563 0.0279614 0.0455019 0.0304606 0.180764 0.177203 0.0975354 0.178914 0.155073 0.102892 0.145314 0.131952 0.118024 0.114304 0.0515807 0.0704322 0.0687471 0.0462844 0.0455203 0.0367585 0.0352962 0.0748614
threshold=29.996566321350006 14.551174033150001 21.844899366700002 66.346857137250012 60.613977009100005 168.81379805985003 76.451683855550016 29.026000224750003 19.388404648600005 14.651182102100002 22.327062271350005 205.83789591070004 205.32027903760002 202.16842692300003 21.876867948900003 25.181638183950003 8.6432548896500023 209.15476105395004 196.02356660640004 15.706391932950002 16.587089536200001 15.751016342950003 26.803265309150003 27.703316924600006 17.684958644900004 7.2443465838000014 17.265661702600003 116.00427987075001 204.49254535040004 202.86075815500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 7 -1 -5 11 -11 12 28 26 15 16 -15 21 -19 -20 -21 -17 -22 -24 25 -25 27 -13 -6 -30
right_child=1 -3 -4 8 9 -7 -8 -9 -10 10 -12 13 -14 14 -16 17 -18 18 19 20 22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.1010410592376943 0.040266140908081768 0.10059059247361919 0.098780709714732989 0.058941220266122987 0.0001830315418740896 -0.10090037903536685 0.076704948851627125 0.054054078234293958 -0.10189250603317784 0.028175358043370541 -0.0020743902054036621 -0.10348625323641716 0.062515098606556588 -0.10946327859005658 0.05792656255359694 -0.10842361096105338 -0.00016100317906314339 -0.0039220472154026563 0.099480713491748807 -0.1013373139180439 0.10112121249779571 0.023033667019045502 -0.10177897298619634 0.095210346970492868 0.10049585252360803 -0.10034495994317341 0.034703214506241725 -0.014452041585189255 0.012162598729721578 -0.032396635096164715
leaf_weight=0.073559462096567496 0.1186505915543411 0.07992114219814539 0.054204951971769333 0.013943672242476168 62.662606546082756 0.15155405537882416 0.080284322350053117 0.06527261765950243 0.095093463767170761 0.91274818661622648 1.0923963687673675 0.26390846878257335 0.46305539538377516 0.29001630365382958 0.25130881543736894 0.16566060992772724 0.23496052611153573 2.272835462872536 0.29269347828812886 0.0764206478925189 0.09022979810833931 0.11010779054140585 0.043869857108802535 0.01734078087679336 0.084607706114184111 0.040070348005542655 0.033481591508405018 0.056255274830618873 0.61988418566354997 0.9624036889999843
leaf_count=96 31 5 11 7 2791 162 10 18 113 25 33 97 28 28 34 18 17 88 16 26 3 30 19 11 17 94 131 22 24 29
internal_value=1.83834e-06 0.0257145 0.00448593 -0.0179626 -0.000128445 -0.0351739 0.0102865 -0.0281223 -0.0813251 5.44225e-05 0.0116954 -0.000283709 0.000259287 -0.00841 -0.00236792 -0.00644248 -0.0605436 0.00245022 0.00796792 0.0498504 0.00864512 -0.0559358 0.0390847 0.00897235 0.0431836 -0.0412783 -0.0762402 -0.0878422 -0.000189431 -0.0149399
internal_weight=71.7693 0.361814 0.281893 0.227688 71.4075 0.37067 0.219116 0.138832 0.109037 71.0369 2.00514 69.0317 64.7079 4.32377 3.97012 3.71881 0.524977 3.19384 2.91807 0.645233 0.352539 0.275768 0.276118 0.185889 0.142019 0.0574111 0.353645 0.320164 64.2449 1.58229
internal_count=4034 167 162 151 3867 286 124 114 120 3581 58 3523 2872 651 401 367 45 322 274 186 170 48 144 141 122 105 250 119 2844 53
is_linear=0
shrinkage=0.1


Tree=233
num_leaves=31
num_cat=0
split_feature=5 3 10 16 0 18 10 9 8 7 3 16 16 6 19 17 18 9 9 15 0 6 9 5 2 18 18 16 6 18
split_gain=0.0230369 0.122448 0.0880088 0.0730157 0.0780444 0.0820554 0.0691648 0.11806 0.167089 0.0524212 0.0492757 0.0718785 0.0484319 0.0326261 0.0810045 0.0928345 0.0952148 0.0859378 0.165602 0.11351 0.102535 0.151381 0.117051 0.0812322 0.185248 0.065628 0.454902 0.106277 0.172642 0.10576
threshold=25.767562150000003 92.913112988300014 61.778079379550007 23.344945409400005 78.626646483100004 11.928667296000002 61.622148808000013 191.29995577870002 8.3434888241000014 19.623463571950001 108.47659710545001 21.094950670800003 22.764946765650006 16.465384711100004 14.451165964200003 197.91512403570002 13.793345552600002 192.39832633775004 186.68586460755003 40.42701969085001 86.643628628100018 16.505385645700006 200.84017322135003 22.468249633400003 185.01730422545003 13.4793103924 13.531614672700002 22.654947022900004 14.955349429350003 13.405476405600002
decision_type=2 2 2 2 2 2 2 2 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 10 7 8 -1 -4 -3 -12 13 25 17 23 -17 18 19 -15 21 -19 -23 -16 -25 29 -27 -28 -29 -8
right_child=1 2 9 -5 -6 -7 12 -9 -10 -11 11 -13 -14 14 15 16 -18 20 -20 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.080932060841543266 0.098739207509710714 0.053280360963673438 0.079444396917715682 -0.10137974339258056 0.094261495158458275 -0.059226002860144948 0.0044825752946037788 -0.10351737546086265 0.05952848790307616 -0.10109733317902354 -0.10072403481198521 0.10087691477989361 0.024934108411564914 -0.036167067464708033 0.0039968314820100354 -0.037851057153121273 0.0078034614935567201 -0.018750234888219679 -0.050585711802441105 0.009395416807922918 -0.019838716109759638 0.02750216685906294 -0.0021123041340880551 0.068391558405107439 -0.0016700140651427975 -0.11489547169505497 -0.00077582017732356597 -0.0072312754181437129 0.075559210190520365 0.036019803355321144
leaf_weight=0.1517763445133643 0.14891092468542311 0.26142811061436078 0.018784719053655863 0.050006811157800257 0.12637029896723107 0.13779355270139604 11.2375830435476 0.17476625062045059 0.19161007180809975 0.11179512604667252 0.055038366526218852 0.026058750227093697 0.7742474670521905 0.8211779637022153 3.0016651554033151 0.84385853672938516 0.99596177675994113 2.2844291803776269 1.245760354624508 1.6363929890212601 2.7112471797390754 2.549707188116372 2.8006736741599525 0.73521897026512284 0.77542444667778909 0.34703995506060792 35.15457457672214 0.52983405266422667 0.48011366510763764 1.1744825697933254
leaf_count=53 17 63 2 12 23 130 346 48 12 128 137 1 15 46 46 14 45 38 36 14 48 31 47 28 16 14 2538 10 36 40
internal_value=-5.51851e-07 0.0155831 -0.000145578 0.0147637 0.0243369 0.00593994 -0.000207147 -0.0366082 -0.00255489 -0.0751253 0.0321554 -0.0359441 6.19183e-05 -0.000215863 -0.00357529 0.00579585 -0.0131366 -0.00781225 -0.0208846 -0.00582893 -0.00313304 0.00279942 0.0120004 0.0135152 0.0324284 0.00118504 -0.00095042 0.000143013 0.0321261 0.00746676
internal_weight=71.5537 0.936187 0.787276 0.656696 0.606689 0.480319 70.6175 0.518153 0.343386 0.13058 0.342525 0.0810971 70.0994 69.3251 20.4015 6.35213 1.83982 14.0494 3.70333 2.45757 10.3461 7.63481 5.35038 4.51231 1.51064 48.9236 36.5116 36.1645 1.00995 12.4121
internal_count=4034 513 496 366 354 331 3521 113 65 130 201 138 3408 3393 409 149 59 260 96 60 164 116 78 90 44 2984 2598 2584 46 386
is_linear=0
shrinkage=0.1


Tree=234
num_leaves=31
num_cat=0
split_feature=12 0 16 17 16 7 9 17 18 8 18 5 7 3 5 13 0 2 17 7 19 17 17 18 6 17 10 6 18 16
split_gain=0.0248975 0.161721 0.170631 0.0819014 0.164281 0.0370303 0.0596642 0.122831 0.0632466 0.0594637 0.0847106 0.121541 0.063598 0.0573105 0.0725895 0.0608821 0.0479526 0.0471947 0.0465679 0.0484912 0.0322927 0.0626682 0.0426395 0.224138 0.274621 0.130759 0.0967941 0.0444573 0.161449 0.0604606
threshold=327.59572666555005 86.756543869550015 22.604947139800004 209.55094140555002 20.664951676350004 19.716522186550005 179.18874144770004 193.46017548480003 14.444150028100003 8.3434888241000014 13.023291802750002 22.783584484750005 20.873561687950005 103.48681881535002 29.026000224750003 116.35915634395 70.937656230000016 116.68694986600001 182.50770257345002 22.381996090050006 14.651182102100002 198.49975298390004 205.83789591070004 15.504699510200002 15.945372561050002 208.52245219595002 71.246828915000023 13.565316951450002 17.551307094650003 17.684958644900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 13 7 9 -9 10 -7 12 -12 -1 -15 -16 17 -17 19 -14 22 -22 -8 24 -24 -26 -25 28 -28 -30
right_child=1 2 -4 4 -6 6 20 8 -10 -11 11 -13 18 14 15 16 -18 -19 -20 -21 21 -23 23 26 25 -27 27 -29 29 -31
leaf_value=0.06767342076811092 -0.089861799475610502 -0.1029140689705219 0.076645533676251543 -0.10253850024561791 0.10020856648688428 -0.10356904095184401 0.00056546151089387014 0.092727646682282713 -0.10023288054404716 0.10025493125670584 0.053440296867099703 0.068033476298128157 0.063474979942033022 -0.10059750167943399 -0.1019432561927282 0.081279768322633297 0.09877806901220329 -0.10077129962337933 -0.10248016166686112 -0.10135381531025381 0.043662757216312957 0.0026801716846948853 -0.10878844455387721 0.075472909563766954 0.048446121238341834 -0.056593228683700036 -0.10143268379466963 0.0035928898644598793 -0.018225672237612688 0.1004488859007461
leaf_weight=0.20554483359739961 0.22070343981391616 0.11844543467695701 0.22896634053904563 0.074198910691677611 0.086619660491123796 0.20870789837181192 63.493315711311425 0.10706781947374111 0.020189433285608516 0.026857087388634682 0.044389327668341139 0.10406591531204867 0.041082096424418069 0.059008208824707253 0.03026940366908093 0.026136421540286392 0.091088484856300056 0.031284779595807777 0.18700043540815159 0.031559407316237298 0.4959780271747144 1.5062894191796656 0.45304795412812326 0.17478862196730949 0.25661599799059331 0.22021620921441354 0.17798595969361519 2.4056393486534944 0.097584795243619737 0.076649358030408621
leaf_count=49 96 183 36 97 18 203 1872 13 264 4 28 92 46 110 66 6 14 35 209 145 39 32 25 6 26 28 83 68 124 17
internal_value=1.62197e-06 -0.018385 0.0126544 -0.0398115 0.00666457 0.000191536 9.40756e-06 -0.027657 0.0621144 -0.0454055 -0.0517479 -0.0252456 -0.0571738 0.0290017 -0.0044264 0.027316 0.0536618 -0.0179071 -0.0760848 -0.00813558 0.000316921 0.0128319 -5.5108e-05 -0.0102562 -0.053036 -6.4376e-05 0.00330834 -0.00126533 -0.0344466 0.0339818
internal_weight=71.3013 0.728934 0.50823 0.279264 0.160819 70.5724 70.129 0.770919 0.127257 0.643662 0.616805 0.408097 0.304031 0.443332 0.237787 0.178779 0.14851 0.0574212 0.259642 0.0726415 69.3581 2.00227 67.3558 3.86253 0.92988 0.476832 2.93265 2.75786 0.35222 0.174234
internal_count=4034 430 334 298 115 3604 3324 1004 277 727 723 520 428 280 231 121 55 41 400 191 2320 71 2249 377 79 54 298 292 224 141
is_linear=0
shrinkage=0.1


Tree=235
num_leaves=31
num_cat=0
split_feature=3 0 15 0 6 18 18 7 15 18 12 7 9 19 17 17 9 16 19 13 0 15 6 17 7 7 7 7 9 8
split_gain=0.0229925 0.173666 0.104611 0.193995 0.0760764 0.0757466 0.200723 0.0868382 0.219165 0.108043 0.200207 0.0867194 0.130551 0.149009 0.1438 0.0752741 0.184469 0.178042 0.136455 0.199557 0.131436 0.361367 0.167013 0.120568 0.114367 0.0738875 0.0738237 0.0732499 0.0720634 0.106688
threshold=93.281431752200021 86.256490657300006 33.593648142250011 85.705356740550016 16.405383309150004 13.4793103924 13.531614672700002 22.938075114600004 31.385732506450001 13.552878921100001 216.55112120135001 23.296055099200004 192.57902085675002 14.351157895250003 186.81084395895002 187.51563899930002 187.94830913940004 22.634947069650003 14.551174033150001 117.72489307420001 85.963448721100022 41.29990759910001 16.575387281250006 188.95754880325003 23.127267687200003 20.983556584300004 22.356277907050004 23.032902590750002 187.45330412110005 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=5 2 3 28 -4 11 -7 8 26 10 -9 12 13 14 -1 20 17 -17 23 -20 21 22 -6 -18 -25 -24 -8 -14 29 -2
right_child=1 -3 4 -5 15 6 7 9 -10 -11 -12 -13 27 -15 -16 16 18 -19 19 -21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.018860687397510442 -0.015866220657516916 -0.054421922653973748 -0.025349782278621787 0.097375614700176624 -0.10945617773524879 -0.045970266531838361 -0.10031401657781724 0.10175443793060812 -0.10808931601301797 1.7712709079803015e-05 -0.0018491373831164037 0.028917284933161827 -0.022458501270268418 0.047640259887053893 -0.039460991655791512 0.090627579386795928 0.023068685315081435 0.013662677904458895 -0.079824302324843388 0.0019909846880511724 0.015620001919340263 -0.0047498490638130542 0.048854808883098885 -0.034757050832544351 0.0028836272668633215 -0.057071493353276895 0.0610584393245482 0.0031689352796543725 -0.10138130005231211 0.10067970845314166
leaf_weight=1.6749791146366977 0.34416418609152444 0.6347503939177831 1.383254808646259 0.30209585034754127 0.55696326796896656 0.96082619599292129 0.034190129320505913 0.29971973598003288 0.24102832103380933 40.010039079296035 0.49386467039585114 1.7759349308907975 1.7371657027397303 1.2142542842775581 0.56549472332699213 0.44211960322718258 2.3015348040753434 0.93874334840802476 0.50923449042875268 0.71912926190998405 1.503671310842037 3.5463556039794639 0.11104979613810428 1.0034951746331442 4.1267577605613042 0.16179159409148269 0.16593407083280454 3.115664281998761 0.065790839007149771 0.10177234164439142
leaf_count=65 557 14 84 15 18 16 128 54 10 2418 2 28 28 28 18 33 25 38 31 17 18 60 16 38 99 31 59 31 41 14
internal_value=-4.26584e-06 -0.00300833 -0.00120709 0.0338312 -0.00285497 0.0010731 -0.000787261 0.000265309 -0.0438639 0.000742416 0.0372797 0.00885983 0.00457209 0.0194295 0.00414032 -0.000900543 0.00436125 0.038305 -0.00105109 -0.0319266 -0.00988612 -0.0186502 -0.0780563 0.00405217 -0.00447902 -0.0139582 0.0334888 -0.00600491 -0.00368191 0.0107321
internal_weight=71.0418 18.7527 18.1179 0.813823 17.3041 52.2891 42.2056 41.2448 0.441153 40.8036 0.793584 10.0835 8.30756 3.45473 2.24047 15.9208 10.041 1.38086 8.66015 1.22836 5.87983 4.37616 0.829805 7.43179 5.13025 0.272841 0.200124 4.85283 0.511727 0.445937
internal_count=4034 1149 1135 627 508 2885 2687 2671 197 2474 56 198 170 111 83 424 281 71 210 48 143 125 65 162 137 47 187 59 612 571
is_linear=0
shrinkage=0.1


Tree=236
num_leaves=31
num_cat=0
split_feature=8 7 19 0 6 13 3 5 16 8 18 17 17 15 17 14 18 9 13 0 18 0 5 2 2 4 4 4 4 12
split_gain=0.0227231 0.111596 0.12887 0.102958 0.082651 0.0732954 0.10213 0.0564248 0.0500956 0.0465545 0.0461574 0.0373401 0.125442 0.262486 0.161254 0.0901466 0.106675 0.0737653 0.0698603 0.0713421 0.0743423 0.108147 0.174979 0.0900727 0.241857 0.07397 0.150332 0.235915 0.306245 0.202323
threshold=8.8430989333000021 22.620600126450004 14.351157895250003 87.009258933850006 17.755414852450006 115.68166489510001 94.173999851450006 30.284449345300001 23.314945479550005 8.7431769115000026 13.754580103150001 183.92349703790003 182.63036160245002 21.887115025350003 183.49170501290004 148.67011998770002 12.867440043550003 203.36975145060003 117.74908919740001 85.495657006400009 13.077716774800001 85.791387400750025 21.566902724800006 90.745765132650021 148.06652356835002 159.10550013555002 161.32746469610001 162.53166217615004 165.86037890555002 94.328280857900012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 -2 -6 -7 8 -8 11 -11 12 17 -14 -15 -13 -17 -1 19 -18 23 22 -22 -21 -25 -23 -27 -28 -29 -30
right_child=1 2 3 -5 5 6 7 -9 -10 10 -12 15 13 14 -16 16 18 -19 -20 20 21 25 -24 24 -26 26 27 28 29 -31
leaf_value=0.00055268731549300407 0.088683730514355436 -0.0024675248463332114 -0.10016069734642095 -0.012823422625008442 -0.059185540206782086 0.10082886091622539 -0.10138892364260454 0.04238072138893046 0.009391096308354871 0.0011926235742395401 0.024295097467421395 -0.034696251335557309 0.0090444297550479041 -0.10895602813325399 -0.0077326409924429297 0.057470915422944503 -0.033029303485965278 -0.073357622923226215 0.035530298993947065 0.00236629592422583 0.047022307550316195 0.020272740286969477 -0.10330376850493594 0.073694994870707964 -0.0065849660472044481 -0.056074748474333524 0.090490622844669619 -0.095551141353086344 0.085463381072725678 -0.00042744979171788032
leaf_weight=6.766359968155653 0.14902411680077365 0.89355657311898518 0.32424782184170908 0.23123632604256272 0.1353314425341523 0.12580133136361837 0.081645425161696039 0.1295381779782474 0.081635973896482028 1.9276237836766079 1.568525631810189 0.71320850332267482 0.72715848495221258 0.48593569986041985 0.23276592345428071 0.33348367339931329 0.63172520436319146 0.13778339432019482 0.57137815871101238 2.5519898579223073 0.11385923530906339 1.7561663753585879 0.24201887193794391 0.7446304684563072 0.75654465427214745 0.48395469817114545 0.28600662737153371 0.33729597454657678 0.27586720406179566 46.879896717145584
leaf_count=1028 11 35 43 17 35 6 25 13 16 29 36 15 38 29 39 13 66 113 30 31 5 88 70 22 23 21 6 16 14 2101
internal_value=-1.5956e-06 -0.0101196 -0.0259806 -0.063804 0.0225746 0.00478989 0.0254718 -0.00690312 -0.0460021 0.000316164 0.0115574 -0.000288208 -0.00653132 -0.033315 -0.0761728 0.00063155 0.00108176 -0.000922313 0.000743736 0.000382743 0.000770542 -0.000277781 -0.0552086 0.0137997 0.0332364 0.000113043 -0.000620516 -5.88198e-05 -0.000604115 7.50225e-05
internal_weight=70.6762 2.15202 1.44904 0.555484 0.702976 0.553952 0.418621 0.29282 0.163281 68.5242 3.49615 65.028 8.35 1.44586 0.718702 56.678 55.9648 6.90414 55.6313 55.06 54.4282 50.3751 0.355878 4.05316 1.50118 50.0192 48.263 47.7791 47.4931 47.1558
internal_count=4034 201 95 60 106 95 60 54 41 3833 65 3768 1247 106 68 2521 2506 1141 2493 2463 2397 2321 75 76 45 2246 2158 2137 2131 2115
is_linear=0
shrinkage=0.1


Tree=237
num_leaves=31
num_cat=0
split_feature=6 6 13 15 16 16 17 7 18 0 3 13 0 5 0 3 16 7 6 9 17 2 18 7 6 18 7 6 2 3
split_gain=0.0231292 0.187161 0.273827 0.136404 0.124614 0.282589 0.154594 0.256186 0.219567 0.245286 0.171659 0.148118 0.345667 0.338319 0.178444 0.24206 0.206322 0.152274 0.143704 0.1434 0.13113 0.131042 0.125704 0.0995271 0.0802561 0.0762965 0.223337 0.183063 0.212746 0.137843
threshold=14.745344522600002 14.545339849550002 109.96062599345002 38.62622401090001 19.199955102150003 18.684956306450005 194.19264200700002 24.024273989350004 13.603286548350003 92.313586825200005 85.63276837105002 109.72404167800001 93.399723909900004 18.946524085150003 90.407470010750018 88.931506497100017 20.784951395750003 22.620600126450004 15.760368238450001 197.29115675710003 174.23065882520004 187.91736117530004 14.382403557200002 24.825560278350004 16.865394057250004 13.893471991850001 24.761435049050004 16.565387047600002 206.07223625840001 92.913112988300014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 6 7 8 9 20 -8 -6 13 19 16 22 17 24 21 -13 -2 -18 -16 -7 -15 -20 27 28 -27 -30
right_child=4 2 -4 -5 11 23 10 -9 -10 -11 -12 12 -14 14 15 -17 18 -19 25 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00042374309398747869 -0.083701412708101511 -0.1033457703982969 0.070163680413460827 -0.073348958901197012 -0.037062904770603956 0.096332925230531011 -0.10587822070750169 0.073273881333351984 -0.11380689455698484 0.10081055485880584 0.01776914613239047 -0.098698323130038804 0.065665367803777366 0.041729294519089001 -0.033233130250929041 0.083038274294363251 0.079401896818741671 -0.089378128997206152 0.00088916055733295372 -0.016451875768373713 0.064243871008702255 0.0049002591687352815 0.037550226521609956 0.022800584367616568 -0.10258915995700557 -0.11240730313731824 0.026659134699600698 0.0025529791876785788 0.010104057441653063 -0.10226885688230219
leaf_weight=23.434921453148654 0.21855579219845755 0.38779007238645036 0.11882631527259946 0.2593285467592058 1.0479173240310036 0.53875714266177954 0.25017592221956864 0.49279353232122958 0.1865974892453437 0.19502436183393002 0.20369880496292581 0.47968507267068972 0.81072683306410809 0.18061047267838048 0.48547862842678913 0.61414591595530499 0.43590984586626191 0.44378683902323246 35.281527273746406 0.37986379070207477 0.082533730185986087 0.51503571961075068 0.51921853807289153 0.27959712781012058 0.048983821104229719 0.48408733471296661 0.79412794206291426 0.6844829712063073 0.39150482795957942 0.15136184791390406
leaf_count=1987 278 204 6 36 29 53 44 23 19 9 26 26 14 50 18 29 15 11 795 18 90 31 25 8 59 19 22 17 49 24
internal_value=-3.47762e-06 -0.0025078 -0.0626493 -0.00122189 0.00130847 0.0232658 -0.000814078 0.0183259 -0.0213366 0.0134432 -0.0503853 7.99488e-05 0.000991475 -0.000260211 0.00104053 0.0335798 -0.000296031 -0.0551742 0.000657914 -0.0623508 -0.0431471 0.0390515 0.00334708 0.07121 0.010939 -0.000308296 -0.01717 -0.0375073 -0.0642081 -0.0212277
internal_weight=70.3971 24.2009 0.506616 23.6942 46.1962 2.44773 1.62938 1.1755 0.682711 0.496114 0.453875 43.7485 42.7005 41.8898 41.0303 1.61884 39.4114 0.673381 38.738 0.859549 0.30109 0.950946 1.0047 0.818354 0.229594 37.7871 2.50556 1.71144 1.02695 0.542867
internal_count=4034 2233 210 2023 1801 550 489 419 396 377 70 1251 1222 1208 1164 72 1092 120 972 44 368 46 43 61 109 926 131 109 92 73
is_linear=0
shrinkage=0.1


Tree=238
num_leaves=31
num_cat=0
split_feature=9 9 15 7 7 7 6 7 10 17 2 19 16 8 6 0 18 5 7 8 19 10 8 10 0 6 18 9 16 10
split_gain=0.0218922 0.106773 0.057779 0.0628481 0.0450086 0.0931696 0.0463774 0.0394428 0.0534971 0.0770572 0.0453187 0.0524146 0.0312213 0.325809 0.043541 0.0423755 0.127103 0.0832297 0.0413459 0.042962 0.0820062 0.04018 0.0368233 0.0551332 0.195571 0.181933 0.11967 0.0680092 0.0596656 0.126297
threshold=179.18874144770004 177.77223095870002 30.807603489900004 22.671301016600001 21.844899366700002 20.861906850000004 7.5701768759500014 19.078733418100004 64.730006406800015 171.92791459955001 319.18044405035005 13.851117550450002 22.764946765650006 8.543332867800002 21.760508430800005 85.667718326750006 12.909082926650003 21.269675393700002 22.181995028450004 8.8430989333000021 14.451165964200003 61.853356207250009 8.7431769115000026 61.987779113750001 85.812895065800021 16.515385879350003 13.24088655595 198.16621393750003 22.654947022900004 62.030794443850006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 10 -9 -10 11 -8 15 -14 21 16 -2 -18 -17 22 -21 -15 23 25 -25 26 -20 -28 -26 -30
right_child=12 -3 -4 -5 -6 -7 7 8 9 -11 -12 -13 13 14 -16 18 17 -19 19 20 -22 -23 -24 24 28 -27 27 -29 29 -31
leaf_value=0.086861243772975938 -0.0019944466811969938 -0.10279259605986334 0.043928709177013206 -0.10124104311569229 0.061646430169674443 -0.1026405782761505 0.04925771940810364 -0.10117033084864176 -0.10061855820015325 0.091759161809032472 -0.10029911497779267 -0.10036043499539207 0.095072323995842881 -0.063502883626575968 0.023662960600113199 0.026769412862041583 0.037715780554835793 -0.088344044046590756 -0.021950960555566272 -0.0010556141758304631 -0.051322815033549768 -0.012102558943814706 0.010714303186602457 0.051639410676521072 -0.00051939772537084206 -0.034602732783889707 0.025366473129022449 -0.0014172321350336703 0.044099787018576753 0.00030533716052434819
leaf_weight=0.05732169451766711 1.5219830302739854 0.12067906046286225 0.20605671982525564 0.0773265588254759 0.085706213669595854 0.10229237159762761 0.19727258859256835 0.086796914389893232 0.036098021611906006 0.049198470267583616 0.029530774452723563 0.026567791363959259 0.36999464686959871 0.21508195708884159 0.21881765150465071 0.58670799527317186 0.062997788116717746 0.31061011829388008 1.5789379503112275 1.0578776266193006 0.46817966108210374 0.51921183429658413 3.3448429019190362 0.75359126132025167 49.034679809184581 1.9238527298439292 1.7401269158726793 2.0827352747437544 0.95221368549391572 2.13481789038633
leaf_count=17 40 17 34 682 75 154 140 244 44 9 30 49 17 63 28 30 6 114 21 43 36 5 48 39 1889 34 21 33 16 56
internal_value=-6.69068e-06 -0.0141682 -0.00295934 -0.015874 -0.00603307 -0.0159472 0.00242131 -0.00895506 -0.0458995 0.0103437 0.0161381 0.0314994 0.000214303 0.0154273 -0.0154906 -8.36575e-05 -0.0148239 -0.0670878 0.0003419 0.000103621 -0.0164771 -0.0271582 0.000501809 -6.56109e-05 0.00106081 -0.00819594 0.00120885 0.0107744 0.000329532 0.013814
internal_weight=69.9521 1.07485 0.954168 0.748111 0.670785 0.585079 0.482786 0.425465 0.172093 0.0852965 0.253371 0.22384 68.8773 1.32311 0.953111 67.5542 1.89559 0.373608 65.6586 65.0719 1.52606 0.734294 63.5458 60.201 52.8753 7.32565 5.4018 3.82286 52.1217 3.08703
internal_count=4034 1495 1478 1444 762 687 533 516 297 53 219 189 2539 113 96 2426 160 120 2266 2236 79 68 2157 2109 2000 109 75 54 1961 72
is_linear=0
shrinkage=0.1


Tree=239
num_leaves=31
num_cat=0
split_feature=19 18 17 4 6 8 3 16 17 6 6 7 7 13 2 6 5 15 3 13 6 13 16 2 4 9 5 10 4 8
split_gain=0.0217894 0.0509368 0.0926252 0.0300836 0.0802344 0.145616 0.215712 0.127086 0.184381 0.254034 0.0997321 0.0805441 0.188053 0.145994 0.101786 0.0948443 0.0968636 0.368151 0.133615 0.390534 0.0990619 0.391459 0.147405 0.132105 0.209511 0.137227 0.0993661 0.0821657 0.0752408 0.0743416
threshold=14.651182102100002 13.512826932300003 194.19264200700002 240.69197607740003 16.535386346650004 8.3434888241000014 93.846007959550022 22.654947022900004 193.10154186985002 14.955349429350003 16.515385879350003 22.996658327800002 22.835261448650005 117.57971633515002 179.86602224190003 16.495385412050002 24.367802910700004 45.169600924000008 93.216908757050007 117.55283175385001 14.135330269750002 112.36141910395001 22.534947303500005 192.44078413960003 290.29001804785008 197.90890142995002 21.043187000650004 64.407391431150018 284.07887079910006 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=3 2 -2 -1 7 6 -6 10 -9 -10 11 12 13 14 29 16 17 18 19 20 27 23 -23 -22 -25 -26 -24 -13 -7 -5
right_child=1 -3 -4 4 5 28 -8 8 9 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 21 22 26 24 25 -27 -28 -29 -30 -31
leaf_value=0.0015049241853206366 -0.0059566651407919093 0.0014082842141774478 0.082684848312552489 0.074677338668647258 -0.11480037376709645 0.0031567946428653956 0.01101237310514251 -0.0022599288490584611 -0.0061513185085600589 0.084020911384864616 -0.040521720736847705 0.10046148521514187 -0.092784540717921152 -0.10887089270586472 -0.063721246123127337 0.022749296907866961 0.022453963527567091 -0.1056486310698439 -0.027917403391219803 0.068142974834101755 -0.09504034018796953 0.020713288386143558 0.0005362334687853377 0.08677183965506402 0.045632781535973527 -0.10626606900654767 -0.026998829454216822 0.0053010976677285888 -0.032552372188723248 0.0044457837580762806
leaf_weight=38.916660161963904 0.23237479118688398 1.5251321844116317 0.23926154198125005 0.20894380991241124 0.33508007897762526 1.9053723214783533 0.22969620709659466 1.8491488432919134 0.53014879929833092 0.76074611966032535 0.70461029871148539 0.092223705951266832 0.32087177143534962 0.11983794280968141 0.16053492596475394 1.5873148335667782 1.4142171911936419 0.35432733076595369 1.8639029620389909 0.80697674426483068 0.64692617901891736 2.0632861678022891 3.2152914088219404 0.12297668479732238 0.079966773870182806 0.23208676732247113 2.2123758648522198 5.6235194339245425 0.85475994728767535 0.54086365166585892
leaf_count=1870 28 36 13 64 9 34 101 40 10 48 39 9 25 7 141 32 51 43 21 26 68 37 21 11 3 84 37 1076 42 8
internal_value=-5.49945e-06 0.0102901 0.0390113 -0.000308926 -0.00275687 -0.0173681 -0.063632 -0.00085256 0.0179865 0.0469887 -0.00349685 -0.00229277 -0.0259356 -0.00511407 0.00854453 -0.000720433 -0.00270963 -0.00476502 -0.00265731 0.000461628 -0.00336079 -0.0101596 -0.00203845 -0.0663862 -0.0237752 -0.0673405 -0.0106874 0.00683651 -0.00790165 0.0240167
internal_weight=69.7494 1.99677 0.471636 67.7527 28.836 3.32491 0.564776 25.5111 3.14004 1.29089 22.3711 21.6664 1.35105 1.03018 0.910342 20.3154 18.7281 17.3139 16.9595 15.0956 14.2887 8.57291 7.49095 1.08196 0.43503 0.312054 5.42767 5.71574 2.76013 0.749807
internal_count=4034 77 41 3957 2087 186 110 1901 98 58 1803 1764 245 220 213 1519 1487 1436 1393 1372 1346 261 95 166 98 87 58 1085 76 72
is_linear=0
shrinkage=0.1


Tree=240
num_leaves=31
num_cat=0
split_feature=7 7 7 13 3 17 3 6 3 3 18 0 6 10 16 18 7 7 10 10 13 15 17 8 8 19 0 18 3 18
split_gain=0.0211104 0.128436 0.1239 0.0894668 0.0733115 0.0716319 0.0426264 0.0421293 0.0823622 0.0789318 0.0935842 0.0326793 0.152465 0.0979753 0.0471442 0.0340209 0.105101 0.219176 0.114256 0.130141 0.112095 0.0727852 0.0548555 0.0394077 0.0413977 0.0545505 0.0464567 0.123936 0.208583 0.14007
threshold=22.061824394000002 22.181995028450004 21.946499523750003 105.33378955095002 93.620177476600006 187.06455006835003 93.846007959550022 15.51536251395 93.72771580185001 95.346167596350014 12.601716341300003 85.683849075550015 16.545386580300001 62.046925192600007 22.694946929300002 13.043896815850003 22.747724408400003 22.575645983950004 62.030794443850006 62.111448187750007 117.56358558635002 33.005488016050009 185.82794795070004 8.9430209551500024 8.7431769115000026 14.151141757350002 86.20003303655001 13.4793103924 92.598563387050021 13.531614672700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 6 -2 7 -1 -5 -9 -10 -11 12 13 -3 15 22 17 20 -19 -20 -17 -21 -13 24 26 -26 -18 28 -28 -29
right_child=1 11 -4 5 -6 -7 -8 8 9 10 -12 14 -14 -15 -16 16 23 18 19 21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.10195051408634959 0.095142790306899136 -0.10503334686541965 -0.10642770837419324 0.052842722196691873 0.015977221659769735 0.096253634220044196 0.019953049670755688 -0.10406888007159852 0.062988333761144044 -0.0018222306408471663 -0.10233520926464031 0.00067935558455974878 0.00079192736194836147 0.0074758594421574292 0.032675279236614306 0.074329548003963991 -0.0078082328224315239 -0.084046986738285215 0.031384448842551003 -0.0048325056958687176 -0.01895851168474301 -0.075206610484151254 0.023938982127756143 -0.02924512552214515 -0.0026293101103856777 0.021477245830921587 0.045495367469220734 -0.037049296403871203 0.0038740222959810725 -0.00027074668253074117
leaf_weight=0.12790790941784269 0.21639312648403475 0.25538117947723904 0.12464662343427324 0.13133266473914762 0.25461563566932455 0.077573776673091177 0.036976746773007108 0.081458095693960675 0.17240706272423256 1.4059845485089679 0.099164714111793617 3.0469367537334682 1.5494852259089382 0.11105933648070732 0.44737635494675387 0.28323329677885922 7.0680627604378961 0.47454484354238935 0.29308539070188999 0.2328521445269871 0.23624040558934212 0.39845181792043149 1.5196471399394793 0.45011243746557639 1.7154560689814382 2.073123094625771 1.5554770901799191 1.0640811837511126 5.3293949192157015 38.566612915205916
leaf_count=125 21 79 15 87 27 13 46 6 7 349 173 41 79 33 39 52 104 11 19 26 13 27 26 47 19 32 42 15 48 2413
internal_value=-7.57744e-06 0.000312227 -0.00951927 -0.00385569 0.0523479 0.00207277 -0.0746126 -0.00179211 -0.00587129 -0.00110305 -0.00844439 -5.53898e-05 -0.0129265 -0.0709345 0.000325433 0.00010038 -0.000535541 -0.023563 -0.0441602 -0.0236839 0.0319051 -0.0492496 0.00841959 0.000228455 0.000459689 0.0105619 -0.000254576 0.000893205 0.0132774 -0.00125825
internal_weight=69.3991 67.1416 2.25745 2.13281 0.471009 1.96792 0.164885 1.89035 1.75901 1.67756 1.50515 66.6706 1.91593 0.366441 64.7547 64.3073 59.7407 1.91841 1.39893 0.924389 0.519474 0.631304 4.56658 57.8223 57.3722 3.78858 53.5836 46.5156 6.88487 39.6307
internal_count=4034 3213 821 806 48 635 171 622 535 529 522 3165 191 112 2974 2935 2868 148 83 72 65 53 67 2720 2673 51 2622 2518 90 2428
is_linear=0
shrinkage=0.1


Tree=241
num_leaves=31
num_cat=0
split_feature=13 16 8 13 19 15 6 17 5 16 19 8 5 10 15 19 16 10 18 15 12 16 9 8 6 15 19 4 16 19
split_gain=0.0254975 0.0388506 0.0560178 0.0483954 0.0322338 0.0221486 0.0646643 0.0637854 0.0472122 0.0375751 0.113677 0.142536 0.232203 0.136125 0.116547 0.096724 0.185253 0.12681 0.134931 0.0875943 0.195888 0.130676 0.159124 0.151126 0.137905 0.184834 0.0947662 0.0907603 0.225729 0.0807288
threshold=98.050756475600011 9.719977270450002 7.1444245619500011 95.862351557400004 12.551012654050002 19.763739472850002 14.005327232250002 195.00249838555001 13.264960807550002 15.404963976500001 12.651020723000002 8.2435668022500028 15.237417718750002 72.752365468100024 26.809453849000004 13.251069136700002 15.524963695900002 71.104340634100012 13.303774303900001 28.504445985850001 131.28785145870003 18.684956306450005 188.63457064660003 8.3434888241000014 14.935348962050002 29.037712645600003 13.051052998800001 164.18548070700004 19.254954973500002 13.451085274650001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 6 8 -8 -2 -7 11 12 -11 -14 15 16 -12 18 -18 20 27 22 -21 -24 25 -25 -22 28 -16 -28
right_child=5 2 -4 -5 -6 9 7 -9 -10 10 14 -13 13 -15 19 -17 17 -19 -20 21 26 -23 23 24 -26 -27 29 -29 -30 -31
leaf_value=-0.10121961529704236 0.023302897712925146 -0.10010397375273235 -0.10134143983263638 0.088118460432944593 0.056671558732806805 -0.0079144160014375971 -0.02736872695690078 0.10026445934547068 -0.010628458290376759 -0.10135482215978101 -0.0078215156838963781 0.0055594814168797978 -0.037274591379182584 0.091190222932303402 0.082858208943266176 0.0026498345482861324 -0.10234217954069512 -0.099509991460784306 0.022146562070654647 0.098856757955234575 0.10158322250123451 0.00052223796147006041 -0.084994319168040289 0.086390387152242232 0.091327702096389268 -0.10316012034494321 0.07073368982537169 -0.009916598906952942 -0.028114016815123644 -0.046579281853153666
leaf_weight=0.019011687495221419 0.73850590978145081 0.017881055265419832 0.10863110875806115 0.046563865076450384 0.049198766145764239 5.7606714966445898 0.054017020720152575 0.14231981095508672 0.92203593486374302 0.084094071138110293 1.405331404879689 1.8722313486505298 0.095016615781332803 0.62535741579631576 0.40735253910679592 1.4581079793138085 0.13609624706350576 0.49868846019649027 0.24168106819024615 0.078611865309993756 0.35614596303048518 51.125907668756668 0.5022370136975951 0.075479847379028797 0.11330019422894111 0.16154550906321674 0.13619435955843073 1.4883973028336184 0.33325535914627835 0.1030380124830117
leaf_count=481 30 385 248 12 60 162 103 8 59 47 13 27 121 26 29 175 151 162 21 16 19 1339 138 3 18 80 24 33 16 28
internal_value=-8.08045e-06 -0.0324587 -0.0569721 0.0332255 0.0148809 0.000105535 0.0108789 0.0651495 0.0044621 -0.000192782 0.000532882 0.020686 0.0558896 0.0742458 -0.000387324 -0.017468 -0.0303236 -0.0664036 -0.0227012 0.000776639 0.0179282 -0.000153926 -0.0372786 -0.0498311 0.000579819 -0.0427985 0.0688849 0.0043174 0.0329234 0.0202067
internal_weight=69.1569 0.241286 0.175711 0.0655756 0.0670798 68.9156 1.85688 0.196337 1.66054 67.0587 61.2981 2.6767 0.804468 0.720374 58.6214 3.73991 2.2818 0.876466 0.377777 54.8815 2.82438 52.0571 0.931174 0.852563 0.350326 0.237025 0.595378 2.22901 0.740608 0.239232
internal_count=4034 1186 693 493 445 2848 200 111 89 2648 2486 221 194 147 2265 522 347 334 172 1743 149 1594 255 239 101 83 71 78 45 52
is_linear=0
shrinkage=0.1


Tree=242
num_leaves=31
num_cat=0
split_feature=5 3 2 10 9 16 16 10 0 18 12 3 13 6 19 2 4 17 19 13 6 7 4 9 18 9 9 17 17 16
split_gain=0.0210146 0.10336 0.0685404 0.0613538 0.0992419 0.143981 0.0504315 0.0616106 0.0500865 0.0719438 0.0482256 0.0578441 0.0564212 0.0443326 0.0383202 0.0295025 0.0270543 0.0860235 0.117769 0.077262 0.113156 0.096156 0.223973 0.066811 0.111695 0.0833242 0.202262 0.109979 0.278112 0.472943
threshold=25.767562150000003 92.913112988300014 315.94243452415003 61.622148808000013 191.29995577870002 22.794946695500006 23.344945409400005 61.778079379550007 78.626646483100004 11.928667296000002 69.826413229550027 108.56262776565002 120.87576600310001 14.815346158200002 14.651182102100002 156.81164617195003 240.69197607740003 181.44667750215004 10.550851274900003 117.69263157665002 16.535386346650004 23.051546669900002 267.17106116560007 223.29399794390005 15.751016342950003 205.88909726980003 204.89606367675003 200.11066131620001 204.75389752000004 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=3 -2 6 4 5 -1 7 8 9 10 -3 -12 -13 -9 16 -16 -5 18 -18 20 21 22 -19 25 -25 26 27 -23 29 -29
right_child=1 2 -4 14 -6 -7 -8 13 -10 -11 11 12 -14 -15 15 -17 17 19 -20 -21 -22 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10368979599383044 0.09825282306920137 -0.10150271404083611 -0.10047563846528079 0.0013908944373179825 -0.10324059163145463 0.047834042412687794 -0.10126682664611038 0.10044211513897479 0.093697121543054929 -0.052445686150552631 0.084043992326671202 -0.10060541901367948 0.10072622187440886 -0.10096330831495931 -0.00025345277244928475 0.025662621268801533 0.081060990688679002 -0.0078790116614991246 -0.10527262881080349 0.025855600726157543 -0.022339262130899578 0.0053673548529416561 -0.10450889635159799 0.079752161640021885 -0.030428591316082006 -0.0095736261529707038 0.078835947464193895 -0.10934584322279695 0.011409959220589561 0.10084224020855015
leaf_weight=0.094111944612435106 0.12857475747273284 0.021185639780014753 0.061323076770804619 38.003927590230489 0.1506983174404013 0.18795232614502311 0.037729377276264131 0.013252091594040394 0.10186555006657727 0.11214387861582509 0.18175963347175639 0.038997062560952145 0.021645223721861839 0.062344635004251359 0.77258811332285304 1.018112712401489 0.042721750570673289 1.4993889000325094 0.16462855227655382 0.9460176209686314 2.775240626964659 13.289243658318961 0.28554958090640514 0.26217946626638777 0.14175310051956558 6.3739959074114259 0.35308548369266723 0.57115476314503233 1.0444107914119483 0.13174411747604609
leaf_count=52 17 4 65 1509 48 13 10 1 23 112 43 127 1 110 21 28 162 66 95 19 42 443 75 25 124 390 33 122 248 6
internal_value=-5.47396e-06 0.0163066 0.00015288 -0.000192482 -0.0377253 -0.00272253 0.0105956 0.0182249 0.0315022 0.0146404 0.0431824 0.0558277 -0.0287435 -0.065657 4.75276e-05 0.0144813 -0.00034477 -0.0027106 -0.0668811 -0.00222979 -0.00322387 -0.00100907 -0.0233376 0.000788826 0.0410861 4.09085e-05 0.004023 0.00226626 -0.0213193 -0.0699504
internal_weight=68.8893 0.780821 0.652246 68.1085 0.432763 0.282064 0.590923 0.553194 0.477597 0.375731 0.263588 0.242402 0.0606423 0.0755967 67.6757 1.7907 65.885 27.8811 0.20735 27.6738 26.7277 23.9525 1.78494 22.1676 0.403933 21.7636 15.3896 15.0366 1.74731 0.702899
internal_count=4034 513 496 3521 113 65 431 421 310 287 175 171 128 111 3408 49 3359 1850 257 1593 1574 1532 141 1391 149 1242 852 819 376 128
is_linear=0
shrinkage=0.1


Tree=243
num_leaves=31
num_cat=0
split_feature=6 6 13 16 16 15 7 18 7 6 13 0 6 2 0 17 13 5 3 5 15 7 13 18 9 18 5 5 15 3
split_gain=0.0202471 0.171285 0.234281 0.125566 0.244514 0.146368 0.227409 0.16899 0.180466 0.134415 0.119252 0.304296 0.32711 0.316439 0.234351 0.251999 0.132811 0.114741 0.11134 0.136804 0.109893 0.0853254 0.0774311 0.0713726 0.115351 0.138623 0.0704715 0.0681727 0.0904039 0.0978497
threshold=14.745344522600002 14.545339849550002 109.96062599345002 19.199955102150003 18.684956306450005 29.329759478700002 24.024273989350004 13.603286548350003 22.775216856700002 14.935348962050002 109.72404167800001 93.399723909900004 15.255356438950001 156.81164617195003 90.407470010750018 203.48482458890001 113.97180552410002 21.788492303450003 91.017750006350013 20.769304081650002 38.62622401090001 24.825560278350004 111.38282034450002 13.893471991850001 205.22231928645002 14.118140587000001 21.955793948900006 20.204934414350003 37.408632939650005 92.598563387050021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 4 5 6 7 8 22 -7 -5 12 13 -12 16 -16 -14 -17 19 -18 -1 -6 -2 27 25 -25 -26 -20 -29 -30
right_child=3 2 -4 10 21 9 -8 -9 -10 -11 11 -13 14 -15 15 17 18 -19 23 -21 -22 -23 -24 24 26 -27 -28 28 29 -31
leaf_value=-0.00049299316857881047 0.012320266900488845 -0.10307936767371713 0.066611280957105709 -0.033354068279327916 0.095824799108224071 -0.10477963101610788 0.069668846935362502 -0.11101903557676701 0.10085568238036074 0.0080952196059135128 -0.085991988899478872 0.063149513690840292 -0.036957965352141665 0.021084612478248214 0.084739051696234566 0.041415610122500467 0.0051607927366626449 -0.045978040151424482 0.027952992041885196 0.056271068456034613 -0.069298228398404285 0.025494989266158754 -0.1129171807020411 -0.089678957664726944 -0.027222576272729011 0.015731394020364879 0.017599102347854532 -0.0080391056976140875 0.035501065934461465 0.0019848102520967368
leaf_weight=23.117023128969812 0.10309701857093434 0.34676004955053841 0.10630466369912028 1.0424887750414189 0.48452009633729165 0.21389441195060499 0.48921508282364812 0.15994512818522821 0.13955585286021233 0.208185177994892 0.83688853739295044 0.77046153927221794 0.95363157941028376 0.411801767651923 0.6853067772462953 0.28945005219429731 1.6178045836277299 0.31234492873772979 0.8813344503287216 0.77437202702276398 0.2344832970702545 0.26787633541971445 0.094729594933369299 0.39719108126973779 0.66407348250504561 0.18188898473454174 0.74354016641154885 10.154774780944534 0.90871829912066715 21.019504933956455
leaf_count=1987 131 204 6 29 53 48 33 23 7 29 44 14 33 17 24 22 39 18 32 36 36 8 218 35 20 29 28 334 22 475
internal_value=-8.6402e-06 -0.00236545 -0.0632641 0.00124347 0.02476 0.000176207 0.0212608 -0.0263576 0.0137784 -0.0491056 5.17981e-05 0.000888881 -0.000285901 -0.0506795 0.00130379 0.0432747 -0.000106798 -0.00394363 0.000834268 0.0217057 -0.0011839 0.0707852 -0.0476499 -0.00059425 -0.0190017 -0.0565696 -0.00354654 0.000515127 -0.000238603 0.00337374
internal_weight=68.6112 23.8046 0.453065 44.8066 2.16102 1.40862 0.986543 0.497328 0.337382 0.42208 42.6456 41.6031 40.8326 1.24869 39.5839 1.2871 38.2968 0.601795 37.3432 2.39218 23.3515 0.752396 0.197827 34.951 1.98669 0.57908 1.40761 32.9643 32.083 21.9282
internal_count=4034 2233 210 1801 550 489 412 379 356 77 1251 1222 1208 61 1147 64 1083 40 1050 75 2023 61 349 975 112 64 48 863 831 497
is_linear=0
shrinkage=0.1


Tree=244
num_leaves=31
num_cat=0
split_feature=13 16 8 16 19 18 10 10 0 7 6 3 9 7 18 2 16 16 15 7 18 7 6 7 13 18 18 12 15 9
split_gain=0.0219819 0.0338537 0.052307 0.0428294 0.0276458 0.0222934 0.042047 0.114153 0.0417838 0.0322433 0.0222923 0.142644 0.281107 0.159759 0.272832 0.129228 0.113209 0.207127 0.12978 0.204318 0.152273 0.160223 0.125291 0.122268 0.413315 0.195628 0.119807 0.251517 0.50577 0.261109
threshold=98.050756475600011 9.719977270450002 7.1444245619500011 9.2849782877000013 12.551012654050002 16.587089536200001 78.895492296100016 76.279622535200005 98.911063077300014 27.410003572300003 14.745344522600002 83.538459487450012 199.38481636575003 24.876210878000006 14.030930991100002 327.65694121785003 19.199955102150003 18.684956306450005 29.329759478700002 24.024273989350004 13.603286548350003 22.775216856700002 14.935348962050002 24.385896469550001 113.0174028878 14.382403557200002 13.946975448150001 103.54784004735002 30.501457990950005 205.22231928645002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 -1 -3 10 7 -7 -9 -10 11 -2 13 14 -13 -14 17 18 19 20 21 -12 -20 25 -25 26 -18 -28 -29 -30
right_child=5 2 -4 -5 -6 6 -8 8 9 -11 16 12 15 -15 -16 -17 23 -19 22 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.10114526954484029 0.00078845325580435388 -0.10008646503685517 -0.10121906166710078 0.086005566148498386 0.053465363470247954 -0.04355775834590922 -0.0029515112634191641 0.097245870087637909 -0.0096669763527776134 0.075240569727107243 -0.044721768973052231 -0.00040294543907213513 -0.083720370003097122 0.080475323362283357 -0.10241935933268057 0.05028732769559402 0.001612278705599855 0.067764393727840849 -0.10432322254835474 0.068731584937254758 -0.10987354387920321 0.10077385244764098 0.0073882052160044002 -0.1036428179466895 -0.00010336875547022127 0.038622070075022663 -0.080375523375645283 0.085210603251139827 -0.063402698036765431 0.010836345446186694
leaf_weight=0.017108727163828941 18.784797381351613 0.015566037998937077 0.097772068841265991 0.042864767837727413 0.047519398313852435 0.13358961399717262 0.64631347706745146 0.18851010198704898 0.096075767942238599 0.083677850809181109 0.18871285314412423 2.2732526831669024 0.7704227915191949 0.20067812775323535 0.29632584386609995 0.079374935128726065 35.865884008633884 0.71027358581159195 0.19424803458423412 0.45925505241029896 0.14612027131212812 0.1263726782053709 0.2077990965481149 0.49202253072871771 1.7814517205333684 1.3588520559715096 0.5496922861784691 0.4902166007086638 1.0134155930463746 0.88966622168663878
leaf_count=453 432 385 248 40 60 18 50 8 25 25 341 133 212 14 131 18 959 61 46 29 20 7 27 41 98 32 17 14 56 34
internal_value=-7.0979e-06 -0.0315063 -0.0554137 0.0326168 0.0155772 9.51555e-05 0.0139114 0.0356283 0.0643534 0.0298587 -0.000142039 -0.0027143 -0.0208904 -0.00545648 -0.0121676 -0.0712034 0.0011538 0.0242072 0.00081417 0.0215176 -0.0254968 0.0136328 -0.0465849 4.96222e-05 -0.0225113 0.00132656 2.06936e-05 -0.0193758 -0.00536536 -0.0286969
internal_weight=68.2478 0.220831 0.160858 0.0599735 0.0630854 68.027 1.14817 0.501853 0.368264 0.179754 66.8788 22.4049 3.62005 2.77026 2.56958 0.849798 44.474 2.03278 1.32251 0.920461 0.461206 0.315086 0.402047 42.4412 2.27347 40.1677 38.8089 2.94299 2.3933 1.90308
internal_count=4034 1186 693 493 445 2848 126 76 58 50 2722 940 508 278 264 230 1782 531 470 397 368 348 73 1251 139 1112 1080 121 104 90
is_linear=0
shrinkage=0.1


Tree=245
num_leaves=31
num_cat=0
split_feature=9 9 9 9 7 7 17 7 8 0 19 19 2 17 9 2 17 6 7 17 13 16 10 5 13 16 17 13 7 0
split_gain=0.021 0.118075 0.115322 0.11193 0.0697099 0.13423 0.12219 0.0648642 0.0633848 0.0653711 0.0618145 0.107833 0.129092 0.293673 0.110339 0.166059 0.0736315 0.0612002 0.0599372 0.422929 0.370093 0.225752 0.238552 0.239097 0.0685199 0.187538 0.229725 0.183882 0.218741 0.136674
threshold=197.90890142995002 197.55459634620004 197.29115675710003 198.16621393750003 22.589037079550003 22.747724408400003 177.64087306825002 20.752538901500003 8.9430209551500024 87.278104746850019 14.451165964200003 14.551174033150001 116.68694986600001 188.19076296340003 190.73543849905005 187.91736117530004 192.77618096940003 16.485385178400005 23.822419043000004 196.80409074510004 109.49014582065001 18.754956142750004 71.397382570300024 13.955288807050001 113.97180552410002 22.534947303500005 187.51563899930002 113.93954402655002 23.626037400350004 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -2 6 -6 7 -5 -7 -10 18 12 13 -12 17 -16 -14 -13 19 24 21 22 -20 -24 27 26 -26 28 29 -1
right_child=3 -3 -4 4 5 8 -8 -9 9 -11 11 14 16 -15 15 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.027392531288874328 0.029039464628842344 -0.028957211027827237 0.034690674139836133 0.020561957577457358 -0.059596734337168639 0.0010629622776251949 0.078782437918143322 -0.10129432043608365 -0.080338336442857067 -0.0044132511462874422 -0.0052979633436002083 -0.0060901286524314259 -0.013400989146609341 0.085325528680726917 -0.046682476134504859 0.015197804153028445 0.020180283365776361 0.052942304689319208 0.099706912343109799 -0.089495306628666962 0.07318564854437852 -0.10320475027466514 0.00098745274868166982 -0.10498016897249832 0.010954794312619106 -0.005646287539251566 0.10052039396833955 -0.10905654415470421 -0.11202603198479762 0.024173162135780253
leaf_weight=1.0169798518996418 1.4235412855887251 1.5427496765187232 0.89932889118790527 0.11749535562557767 0.37442991614807297 35.804039363508423 0.29203162025987695 0.069534356065560132 0.19432845279516087 0.27230350647005253 0.70016825152560958 0.34276696791812389 1.288350293390977 0.73083839006721973 1.1091510575861319 0.71208914967678527 1.3238697502457624 0.36013772385194898 0.21990372968412009 0.59896279308392664 0.68877887168855512 0.23058719692926377 2.2813681212143284 0.23484378513762738 1.3867747178836669 11.818659360270315 0.36089250826626074 0.20871504834258292 0.19548294315563897 1.0392711504401573
leaf_count=400 15 31 15 34 17 1465 38 23 35 33 24 35 24 25 39 14 24 21 13 58 23 40 730 50 307 212 70 12 24 183
internal_value=-1.2246e-05 -0.00203064 -0.000533558 0.00152144 0.000466253 -2.92051e-05 0.0383656 -0.0247421 0.000585723 -0.0360322 -0.00171344 0.00671866 0.0168431 0.0409849 -0.00949894 -0.0224878 0.00361796 0.0241555 -0.00444388 -0.00699296 0.00714974 -0.0081818 -0.000173704 -0.00890275 -0.00390963 -0.00112504 0.0294501 -0.0192632 -0.0109402 -0.00133018
internal_weight=67.8384 29.2907 27.7479 38.5477 37.1242 36.6451 0.479061 0.18703 36.2707 0.466632 26.8486 6.56737 4.04323 1.43101 2.52414 1.82124 2.61222 0.702905 20.2812 16.6257 3.65548 2.9667 2.73612 2.51621 16.0268 13.5663 1.74767 2.46045 2.25173 2.05625
internal_count=4034 2374 2343 1660 1645 1550 95 57 1533 68 2328 206 97 49 109 53 48 56 2122 1266 856 833 793 780 1208 589 377 619 607 583
is_linear=0
shrinkage=0.1


Tree=246
num_leaves=31
num_cat=0
split_feature=0 6 12 15 18 4 15 3 0 5 8 18 19 18 15 7 9 5 17 2 0 5 4 2 2 0 18 18 18 10
split_gain=0.0187527 0.0867048 0.141417 0.155317 0.0675776 0.102303 0.0665177 0.117217 0.077457 0.0618593 0.106481 0.0600858 0.20489 0.097082 0.136555 0.132457 0.184415 0.101786 0.0729376 0.0588645 0.053884 0.056434 0.17288 0.189216 0.163613 0.0690932 0.183344 0.128783 0.0717076 0.0602737
threshold=85.995710218650018 16.375382608200002 121.36065266065002 40.309074029200012 13.065205089100003 162.53166217615004 33.593648142250011 97.437788021850011 85.925810307250018 21.633008747850003 8.2435668022500028 13.192618516750001 14.351157895250003 13.327513832500001 40.682889193900003 22.938075114600004 189.78071820640002 21.850554661550003 193.82841840970002 97.254132369200008 86.135510041400025 21.991679690250006 264.72530087330006 217.08409765600001 278.37669679275001 86.565663342300013 13.376114027300002 13.4793103924 13.545319032100002 66.590419433100024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 7 -3 9 10 -8 12 -6 14 17 16 18 -13 -15 -11 -17 25 -23 -24 -25 -22 -27 -28 -29 -30
right_child=4 6 3 -5 11 -7 8 -9 -10 19 -12 13 -14 15 -16 20 -18 -19 -20 -21 21 22 23 24 -26 26 27 28 29 -31
leaf_value=-0.10311495639137572 0.00090665812166729014 0.082025164096686476 0.065042887050409823 -0.10223254111890299 -0.047345633227067176 0.039557571449117514 0.0092218829154488476 -0.014969838282253598 -0.030381468032210247 0.039094871333938873 -0.048571900994950137 0.015787904658322083 0.01615764498035956 -0.0126591138685103 0.049708064904691818 -0.020538036026986214 -0.081815069226200798 -0.021897972295377783 0.090677512265954663 0.00029588919168805256 -0.016901119884383083 0.035861811910735182 -0.024315060665478755 0.065903591513347862 0.0026616821288906445 -0.099164291405399244 0.039791711649395711 -0.031500884693503019 0.0080603702326934486 -0.0017785355703539077
leaf_weight=0.22420731526054893 1.7996590284164988 0.25089045964796142 0.15950493493963336 0.085135184684872911 1.0596531144692556 1.1054657074791974 0.60118375718593309 0.24750210859326671 0.97647131711710322 0.41015966748818655 0.67868006648495793 2.7785802506841715 0.97608315385878075 0.65410582560303854 0.88683335646055628 1.2284220387809899 0.47695356293843361 0.96579815611767106 0.07626758276924761 8.3851900288392454 2.4660379582819578 1.7770284123253066 1.9217700779390723 0.55034770467318628 1.5936847924864421 0.18393002636730571 0.83279265649616618 0.70807037316262622 8.2754654629679845 25.145566426186484
leaf_count=92 19 24 56 26 21 36 9 473 25 38 32 58 20 177 21 15 27 24 30 255 21 23 44 29 93 5 20 8 226 2087
internal_value=-8.73045e-06 -0.00358975 -0.0457463 0.00683075 0.000767289 0.0156142 -0.0018785 0.0338574 -0.00349007 -0.000883803 -0.0214247 -5.33784e-05 -0.0168974 0.000625342 0.0144242 -0.000767227 -0.0334513 0.00606748 -0.00186842 0.00210523 0.000115888 0.000699754 0.00984305 -0.00152889 0.0188951 -0.000720615 0.000414705 0.000938577 -9.48786e-06 0.000657701
internal_weight=67.4814 12.0189 0.468847 0.24464 55.4625 2.90512 11.5501 0.498393 11.0517 10.0752 1.27986 52.5574 2.03574 50.5217 4.63121 45.8904 1.20733 3.74438 0.730373 8.79535 44.6831 43.4547 5.84283 4.0658 2.14403 37.6119 35.1458 34.9619 34.1291 33.421
internal_count=4034 1030 174 82 3004 55 856 497 359 334 41 2949 41 2908 103 2805 234 82 207 293 2571 2556 189 166 122 2367 2346 2341 2321 2313
is_linear=0
shrinkage=0.1


Tree=247
num_leaves=31
num_cat=0
split_feature=9 19 15 7 13 7 13 13 13 16 3 16 7 16 8 0 18 6 9 19 9 16 18 6 18 17 14 0 9 9
split_gain=0.0196784 0.0951539 0.111655 0.0582897 0.0387867 0.0742128 0.0507633 0.0427858 0.0411123 0.0488305 0.0407004 0.0305952 0.030139 0.0270106 0.253478 0.0342448 0.103178 0.0750557 0.0430895 0.0685924 0.138655 0.0691468 0.0489558 0.0419514 0.0513144 0.0334275 0.0668205 0.0987059 0.0591937 0.0379369
threshold=179.18874144770004 14.351157895250003 32.393814985100008 22.671301016600001 105.33378955095002 22.356277907050004 108.45777789855002 116.35915634395 116.60649449195002 21.094950670800003 93.846007959550022 16.744960843000005 19.078733418100004 22.764946765650006 8.543332867800002 85.667718326750006 12.909082926650003 16.585387514950003 187.11236276785004 14.351157895250003 183.49441567960005 22.624947093000003 12.909082926650003 16.455384477450004 13.342238590850002 175.0619478289 213.68338384950002 100.91127592640002 200.95377551580003 193.42660545270004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 10 11 -8 -9 -10 -1 12 -6 15 -15 16 -2 -18 19 23 -21 -22 -20 24 -17 26 27 -24 -28 -27
right_child=13 -3 -4 -5 6 -7 7 8 9 -11 -12 -13 -14 14 -16 18 17 -19 22 20 21 -23 25 -25 -26 29 28 -29 -30 -31
leaf_value=-0.10157363186477181 -0.0024280342944479495 -0.080356290446844475 0.098672995371218597 -0.10122494346796591 0.059269506314233472 0.062035295007410333 -0.083698285824656382 0.058838273884125027 -0.10035163051923744 0.079080854469189207 0.021212511207667817 0.096998307234297393 -0.10035575792414114 0.093642558487968625 -0.011346980216572128 0.02388135440910328 -0.10214991441593971 -0.004804853429089824 -0.02613638733423498 0.0028063275064919083 0.026943557221750698 0.086248032305685285 0.076442096859897307 -0.022148524965005141 -0.010747537285572331 -0.0067974793887854573 -0.1046292178767409 0.0080672972484002164 0.034775240949488785 0.00058785731795880697
leaf_weight=0.11898605445016741 1.5131426947482385 0.17728088588046376 0.10143316760513699 0.068770977769055719 0.031968167026207084 0.054543128624004567 0.063057546676361653 0.088828141189878806 0.047941408018232323 0.022185034351423383 0.034918516645490172 0.091626862878911197 0.018775378957570865 0.30660394299775251 0.91988516576566326 0.86767676676390626 0.20193746373433885 0.13032140862605956 0.73046346427872677 1.2762857372872534 0.39875164255499829 0.38782441522926092 0.26248672883957525 0.70725897513329972 0.84431848827424005 8.1221178875543938 0.082847572112086598 1.0791083151807468 0.04816923495525316 48.419496876090307
leaf_count=160 40 20 9 692 7 35 196 32 190 3 42 8 101 17 96 18 103 17 28 20 17 31 11 8 52 213 24 147 35 1662
internal_value=-4.88017e-06 -0.0145271 0.0011791 -0.0142341 -0.00379042 -0.0381944 0.0158906 -0.0139988 0.0136511 -0.0435868 -0.0737154 0.0625001 0.000207319 0.000196708 0.0148988 -8.03995e-05 -0.0135082 -0.0639684 0.000311518 0.00976252 0.0231594 0.0561839 -0.000409578 -0.00166076 0.00680314 -8.56485e-05 0.0147882 0.021445 -0.0533762 -0.000473035
internal_weight=67.219 0.920315 0.743034 0.641601 0.57283 0.208448 0.364383 0.222012 0.158955 0.0701264 0.153905 0.14237 0.0507435 66.2987 1.22649 65.0722 1.8454 0.332259 63.2268 4.48212 2.06286 0.786576 58.7447 2.41925 1.712 58.0142 1.47261 1.3416 0.131017 56.5416
internal_count=4034 1495 1475 1466 774 237 537 421 225 193 202 116 108 2539 113 2426 160 120 2266 146 68 48 2120 78 70 2092 217 158 59 1875
is_linear=0
shrinkage=0.1


Tree=248
num_leaves=31
num_cat=0
split_feature=4 7 7 16 5 8 15 8 19 2 9 9 5 15 16 2 7 17 15 6 19 6 9 9 2 15 18 5 10 15
split_gain=0.0187725 0.103543 0.101513 0.0970774 0.0772151 0.0585494 0.11961 0.116112 0.103976 0.0726408 0.0726031 0.141724 0.0691139 0.136063 0.223412 0.0914482 0.0621509 0.136416 0.201065 0.0899365 0.0842343 0.333099 0.0847604 0.0803745 0.0858904 0.129854 0.0837389 0.186406 0.0909451 0.0790438
threshold=240.69197607740003 22.545611589100002 19.078733418100004 22.714946882600003 24.218679034200004 7.7439566930000003 23.908355817750003 7.6440346712000009 10.550851274900003 148.06652356835002 219.21617201485003 219.96883426190004 17.505247228350004 33.005488016050009 19.254954973500002 174.09315058345001 23.109894804950002 189.72181505755 42.713473568600008 16.525386113000007 14.451165964200003 16.415383542800004 194.82237869650001 201.09804420775001 221.01224434660003 37.408632939650005 14.030930991100002 21.991679690250006 62.00390986255001 34.040719645900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 7 8 9 -7 -3 -10 -12 15 14 -14 -8 17 -15 -19 20 22 -22 -18 24 25 -24 28 29 -25 -28
right_child=1 3 -4 4 -6 6 12 -9 10 -11 11 -13 13 16 -16 -17 19 18 -20 -21 21 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.0014506105942663436 0.019155319691708 -0.1046087301709324 -0.091982333114054238 0.095457936461078613 -0.00051925046711884769 0.060128728828234682 0.0039947279229417655 0.084342238455668211 -0.088455755972301861 0.011975783510227727 0.099317719777110486 -0.10081922456812474 -0.098909475399416663 0.0017276851913557692 0.010887342618337667 0.051968691189562745 -0.017866795014769263 -0.074264736900512426 0.001933793163896297 -0.018859824542883333 -0.0050318810230996734 0.071415340886896009 0.0030753642287226612 0.001065695637658184 -0.0086144104925609706 0.036426834922941569 0.027608926352803188 0.077546623035057424 -0.031608600024509728 -0.011967102184276185
leaf_weight=38.222413828665111 0.12381753450512434 0.057645033049147143 0.24443761420674548 0.18512855167318676 0.15318229545482609 0.077299957815287423 1.7384915704315091 0.22897961228409258 0.35828713979935856 0.73333812164450762 0.068611895305366488 0.073057343820494225 0.38108407161780888 2.1068803079333551 0.36076228250749409 0.51506163196063415 2.3437966937726804 0.74034853634657316 0.65060958950482473 2.218425850123821 1.8168121762137155 0.83051562296168402 2.6823183469823544 1.6473306014668199 1.6978809594147604 2.0670553291056422 0.6797090359868897 0.3337215043575269 1.7640967419138176 1.9596511625431956
leaf_count=1904 95 68 206 26 23 21 29 32 69 706 6 75 50 54 23 69 30 29 33 41 78 51 15 10 28 33 19 33 46 132
internal_value=-2.67966e-06 -0.00192887 -0.0546148 -0.00124739 0.0520008 -0.00188775 -0.00277261 0.0216329 -0.0478051 0.00347937 -0.0644932 -0.00389081 -0.00179294 -0.00334775 -0.0455149 0.0149594 -0.00201883 -0.0143184 -0.0386235 0.000127839 0.00249124 0.018951 -0.000380111 0.00281393 0.0106897 0.0175908 -0.00513922 0.00712852 -0.0158306 -0.00177517
internal_weight=67.0608 28.8383 0.368255 28.4701 0.338311 28.1318 27.1118 1.01996 0.577256 0.790983 0.499956 0.141669 26.5346 24.281 0.741846 2.25355 23.5392 3.49784 1.39096 20.0413 17.8229 2.64733 15.1756 12.8318 6.44725 4.74937 6.38451 2.97308 3.41143 2.63936
internal_count=4034 2130 301 1829 49 1780 974 806 171 774 150 81 803 705 73 98 632 116 62 516 475 129 346 316 76 48 240 184 56 151
is_linear=0
shrinkage=0.1


Tree=249
num_leaves=31
num_cat=0
split_feature=15 5 6 5 3 3 13 16 19 13 6 15 5 5 6 6 12 9 5 7 10 2 2 4 16 16 0 13 0 18
split_gain=0.0186397 0.0837499 0.24652 0.211825 0.134943 0.0763229 0.145855 0.0949383 0.114939 0.0754651 0.26374 0.154873 0.174132 0.171031 0.180864 0.124252 0.173104 0.131192 0.147883 0.0787723 0.074457 0.0601651 0.0949886 0.0774712 0.0704743 0.0935032 0.306348 0.0597777 0.0596736 0.0900801
threshold=37.408632939650005 20.911722254300006 16.375382608200002 20.971847224900007 93.846007959550022 92.249063830050019 115.68166489510001 22.544947280100004 14.351157895250003 117.38883580790001 16.235379337050002 42.493282152450007 21.788492303450003 21.089169479000002 14.935348962050002 16.355382140900002 198.57093999515004 200.84017322135003 22.127107789600004 24.607636026300003 61.987779113750001 199.66651340635002 206.07223625840001 277.43684800215004 22.594947163200004 22.634947069650003 86.329079026800017 114.13311301190002 86.382848189450016 13.565177112500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -3 -5 -7 8 -8 10 11 12 13 14 -2 16 -11 -18 -19 -20 -9 23 -23 28 -24 26 -26 -13 -17 -30
right_child=9 2 3 5 -6 6 7 20 -10 15 -12 27 -14 -15 -16 21 17 18 19 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00057713998339525613 -0.032850539656782918 -0.11468569173366179 -0.10995270545335611 0.058935529379375844 0.024568778313704416 -0.085407592430986945 0.0049680279101276519 0.0062579030561200448 0.082646846717839631 -0.10737587588596338 0.086396504578304514 -0.10506827332330367 0.059627926486345344 -0.048402536695883583 0.10118446874544543 -0.0026550260145324156 0.050845215563362425 -0.10917746448392751 -0.037844165740637814 0.073507684236793991 -0.0203350144264592 -0.032143617616177879 0.012673871513121071 0.025585230646718821 -0.10729445420623383 0.0032160841150458749 0.0040178480129740421 -0.01969119402845354 0.022864641238096558 -0.0025865449909629433
leaf_weight=35.677690346314535 0.19000855700142272 0.33473926119660191 0.19182217614434183 0.19163785281125445 0.087850556529417645 0.21802254892179451 0.67815894259865661 1.9250215040519831 0.2648881992790848 0.24563224186022381 0.46830465935636301 0.15474902138521418 0.56660107498373691 0.52429339485479431 0.21412586979568005 8.0641711855483909 0.23600347705291824 0.18712861393578351 0.15766340133268386 0.10640581708867103 2.3238902501761913 1.1570085046841985 2.2872186212852057 1.683023745426907 0.37408507656994083 1.8082542173374347 0.72919895546510816 0.17446363205090165 2.9331902340054503 2.6443049088120461
leaf_count=2453 39 85 10 12 121 241 247 45 61 22 31 21 32 32 8 212 25 5 31 17 21 23 34 20 48 61 12 22 31 12
internal_value=-1.15768e-06 -0.00128914 -0.0120009 -0.00662237 -0.0857366 -0.00308392 -0.00528084 -0.00191613 0.0267869 0.00216533 0.0194534 0.00226825 0.0159411 -0.0107201 0.0381663 0.000412663 -0.0353231 -0.00956863 -0.0411687 0.00702469 -0.00828677 0.00195025 -0.00622969 0.0053428 -0.000462424 -0.0107819 -0.0337243 -0.0598234 0.00284541 0.0107982
internal_weight=66.7996 41.8937 6.21603 5.79344 0.42259 5.60162 5.40998 5.19196 0.943047 24.9058 2.29255 1.82424 1.49503 0.928428 0.404134 22.6133 0.932834 0.687201 0.451198 0.264069 4.24891 21.6805 6.35577 15.3247 5.19876 2.91154 1.10328 0.329213 13.6417 5.5775
internal_count=4034 3296 843 637 206 627 615 374 308 738 185 154 111 79 47 553 100 78 53 48 66 453 178 275 155 121 60 43 255 43
is_linear=0
shrinkage=0.1


Tree=250
num_leaves=31
num_cat=0
split_feature=8 7 7 6 8 5 5 7 3 17 8 2 0 9 17 10 4 2 9 9 4 7 9 0 10 9 13 5 3 15
split_gain=0.0200854 0.0700652 0.0774338 0.0643605 0.0524438 0.070456 0.0412072 0.0619335 0.0345033 0.0614809 0.0316745 0.0442224 0.0979736 0.0363376 0.141625 0.349403 0.154243 0.085524 0.0806988 0.151847 0.0998401 0.0513492 0.0546334 0.051256 0.172119 0.197575 0.0430186 0.122404 0.285062 0.0905273
threshold=8.8430989333000021 22.620600126450004 23.314707969200004 17.755414852450006 9.4426310644000022 22.246947245750004 30.284449345300001 19.975862989550006 76.172084209950015 241.79519611995002 8.7431769115000026 74.580378076100018 85.963448721100022 206.75106037490002 196.31479727660005 80.468240302450013 171.27730165960003 174.09315058345001 212.35746315350005 209.54955617820002 208.49319216990003 26.257306519650005 206.57490536735003 89.415428960600011 67.074341896550024 208.27565494345001 117.60660091645001 23.928204628200003 93.794927255050013 41.195083317300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 -2 -5 -6 7 -7 9 -1 13 -12 -13 21 15 17 -16 -15 19 23 -21 22 26 -18 -25 -26 -10 29 -29 -28
right_child=1 2 -4 4 5 6 -8 -9 10 -11 11 12 -14 14 16 -17 18 -19 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.10042383206597004 0.084674257578830334 -0.063524817693399113 -0.0084148690673483094 -0.056947407384119644 0.10043849175216341 0.045441657854016985 0.04224480533545405 -0.088162291278939833 0.0014990725887033976 0.037942692931912173 -0.0062812257186726193 -0.0023172524699653376 0.039468355392915128 -0.090382216693774331 0.067431935597431311 0.0077385262238331923 -0.0094537781339001925 -0.010109754151606729 0.0055480996865983059 -0.022829701114619239 -0.086398952207348348 0.025916996493563049 0.028124290176589819 0.10075146527374679 0.066621551958623015 -0.088771815151826083 -0.012311077549346979 -0.10577936084329859 -0.00055821536377115408 0.0093984650822964734
leaf_weight=0.087458776650037318 0.11841756811349924 0.3455158575311541 0.97278631356493861 0.11359523035935126 0.084942284234784893 0.055055425968021154 0.10862321523018181 0.093828493198998331 41.157213982686812 0.050745244991730942 1.1333014941774302 1.1569883406027659 1.0895169964060185 0.7343628066591904 0.32950087497010816 1.1296275387066996 1.0426584796514364 0.16200590213702526 4.5558738638237628 0.70232524990569778 0.38114430771383923 0.80952141259604005 0.70753740309737523 0.20428559707943339 0.15364022706489777 0.17503923404728994 3.9140426055237167 0.39251827471889533 0.74836855523449231 3.7717252922011539
leaf_count=855 11 37 58 21 7 7 13 47 2011 69 9 24 32 72 15 26 21 44 190 16 47 38 12 15 17 34 85 18 125 58
internal_value=-4.47542e-06 -0.0101581 -0.0228587 0.018988 0.00193175 0.0214628 -0.00458845 -0.0387572 0.000293071 -0.0496189 0.000400098 0.00982361 0.0179481 -0.000121416 -0.0057799 -0.0292545 0.000523985 -0.0758741 -0.00253164 -0.0163748 -0.0451922 0.000930105 0.000531074 0.00344131 0.0286684 -0.0161337 0.000140484 -0.00619439 -0.0367592 -0.0016573
internal_weight=66.4822 1.89276 1.3183 0.574462 0.456045 0.342449 0.257507 0.148884 64.5894 0.138204 64.4512 3.37981 2.24651 61.0714 9.57046 2.026 7.54447 0.896369 7.21497 2.65909 1.08347 51.5009 50.6914 1.57562 0.532965 0.328679 49.9839 8.82665 1.14089 7.68577
internal_count=4034 201 95 106 95 74 67 54 3833 924 2909 65 56 2844 497 142 355 116 340 150 63 2347 2309 87 66 51 2297 286 143 143
is_linear=0
shrinkage=0.1


Tree=251
num_leaves=31
num_cat=0
split_feature=4 7 16 7 5 7 18 10 6 15 16 6 9 16 5 6 6 16 7 12 6 3 16 13 7 6 15 7 15 17
split_gain=0.0187612 0.0907753 0.0965511 0.0913013 0.0584984 0.0562358 0.212167 0.118581 0.0830482 0.0910643 0.0850608 0.0558129 0.196164 0.0763617 0.126873 0.156674 0.0495436 0.0941175 0.148818 0.0824169 0.242125 0.171695 0.328892 0.185796 0.307143 0.355187 0.153285 0.121712 0.25893 0.135313
threshold=240.69197607740003 22.545611589100002 22.724946859200003 19.078733418100004 24.218679034200004 23.109894804950002 13.314799198000001 62.391047833300007 16.505385645700006 40.94720173475001 22.544947280100004 16.525386113000007 205.22231928645002 22.654947022900004 23.545618314050007 15.575363915900002 14.185331438000002 15.344964116800002 24.024273989350004 120.18992510580001 14.905348261050003 88.931506497100017 19.254954973500002 117.41840884735002 22.747724408400003 15.785368822600002 31.385732506450001 24.225158517200004 27.980927088250002 201.53484968420003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 3 5 -2 -4 6 8 -8 9 -3 -11 13 -13 -7 15 -15 -1 18 -18 27 26 22 -22 24 25 -23 -21 29 -29 -19
right_child=1 2 4 -5 -6 11 7 -9 -10 10 -12 12 -14 14 -16 -17 17 19 -20 20 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0047687964267910908 0.017025504240901025 0.0095883048851601507 0.094230123787726605 -0.090245059037919906 0.0073191265591379968 -0.00068757993484654849 -0.10553280826281589 -0.0011841765702289683 0.013776635516318629 -0.014281432136950276 -0.076975143362342138 -0.048465335236044377 0.010596435217990051 0.0046706469497794839 -0.0081203339601180931 0.07530855768142429 0.0086125806183991026 0.0021525081771487957 0.10250598898425003 0.073004771801460894 0.017670594169574217 -0.10645626870127585 -0.10408803594469147 0.0017056387770244203 0.071549930659070629 0.083630539415127381 0.012974189653994841 -0.00083009385423458981 -0.095496647470052931 -0.05385537049530649
leaf_weight=9.5991043265710783 0.12211757863306871 0.61847085878253671 0.16743733682051143 0.22652789802286577 0.14409267015435034 19.567293535389204 0.35344546011231148 0.15740266445095585 1.4237770235722562 0.52029712498188019 0.37052991890965359 0.99557141399964111 1.2923169789282836 0.63021787500474535 0.98168705269927148 0.62577072030398995 0.54812921664512515 11.290454659067848 0.24392582662403584 0.85637208723346592 0.47412880847696115 0.24957690229348262 0.41693180613219738 10.592270691714473 0.96648680965881795 0.16217501178107341 0.84513110321131535 0.87226450382149667 0.43203381833154708 0.44849553674339482
leaf_count=607 95 7 26 206 22 1523 32 31 27 4 43 25 26 21 15 27 85 479 7 32 34 9 24 249 45 143 28 26 106 30
internal_value=-8.24498e-06 -0.00196257 -0.00132771 -0.0526722 0.054031 -0.001954 -0.0139067 -0.0733809 -0.00354823 -0.0198914 -0.0403582 -0.000245427 -0.0151042 0.00131363 0.0188132 0.0398645 0.00144201 0.00354136 0.0375285 0.00256623 0.00773718 0.00304729 -0.0393009 0.0061996 0.0407374 -0.0315876 0.0431878 -0.00320725 -0.0321873 1.26845e-05
internal_weight=66.1944 28.197 27.8483 0.348645 0.31153 27.5368 3.44392 0.510848 2.93307 1.5093 0.890827 24.0929 2.28789 21.805 2.23768 1.25599 37.9975 28.3984 0.792055 27.6063 14.5631 12.8616 0.891061 11.9705 1.37824 0.411752 1.7015 13.0432 1.3043 11.739
internal_count=4034 2130 1829 301 48 1781 144 63 81 54 47 1637 51 1586 63 48 1904 1297 92 1205 564 504 58 446 197 152 60 641 132 509
is_linear=0
shrinkage=0.1


Tree=252
num_leaves=31
num_cat=0
split_feature=3 0 6 13 12 18 0 3 15 2 18 17 7 7 7 13 7 15 2 14 6 6 3 6 18 15 13 13 13 0
split_gain=0.0191139 0.16321 0.0727255 0.133287 0.0701924 0.0636931 0.113116 0.0456544 0.241564 0.546572 0.0965379 0.219948 0.0562446 0.0503819 0.162927 0.0989496 0.0629048 0.053173 0.0522819 0.238424 0.317966 0.15472 0.233454 0.276022 0.112413 0.10874 0.202892 0.0822937 0.0805927 0.0726017
threshold=93.620177476600006 85.925810307250018 16.375382608200002 117.38883580790001 121.36065266065002 13.065205089100003 86.756543869550015 93.281431752200021 41.29990759910001 103.92649527695001 13.276755824150003 189.43751236195004 23.203497038450006 22.747724408400003 22.589037079550003 105.33378955095002 22.356277907050004 45.169600924000008 188.47750099235003 273.54171774295008 13.355312044750002 13.65531905435 82.69159517635002 14.935348962050002 17.399600107550004 36.742238227650013 117.38883580790001 117.55283175385001 109.96062599345002 89.415428960600011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 6 -1 10 9 -9 11 -7 -10 14 15 16 -12 18 19 -15 -21 24 -23 28 -20 -25 29 -28 -24 -27
right_child=1 -3 -4 -5 -6 7 -8 8 12 -11 13 -13 -14 17 -16 -17 -18 -19 21 20 -22 22 23 25 -26 26 27 -29 -30 -31
leaf_value=0.033840607937406696 -0.10108554776628426 -0.071422065788058306 -3.2441092776024435e-05 -0.103028391569794 0.047543454177179818 -0.0039922764521172936 -0.0056040829108043545 0.00074554449030122421 -0.0028817313229356272 -0.098728276507942664 -0.10186525626476106 0.053580284489067612 0.029088947256183353 0.00037636730296124144 -0.1000906956708916 0.088391924016579027 0.053983242977549778 -0.024400562195246424 -0.090265265927739743 0.04357404434059526 -0.090085124541324987 0.08312736396986603 -0.10689419563333094 -0.006097845378202355 0.031107323597448874 0.10136784240897651 -0.0066129452642250917 0.027592936130284115 -0.024798656960008214 0.03496489190699556
leaf_weight=1.533210882043931 0.040535671118104299 0.34580650873249474 10.29530294098066 0.19251058507029484 0.14701906254941832 1.6600237610764446 1.3826506654081638 1.7772679454646998 0.99522088421508703 0.80146235588472325 0.069554801502447527 1.1054751875344662 1.2307963829953221 35.546324072364342 0.20043660189094226 0.11566361158475047 0.041263037158330462 0.86853321181842957 0.25816752818095423 0.2479804883325859 0.63056492423220334 0.43498042400096881 0.23771085028874939 1.8273899779014753 0.10832793527554685 0.38920076424256 1.2736605079844596 1.570723410695791 0.24062453582882881 0.28539005585480481
leaf_count=22 77 19 829 36 57 30 39 35 20 31 142 31 26 1377 19 18 27 47 292 168 40 28 96 47 357 12 19 41 18 34
internal_value=-8.43761e-06 -0.00380849 -0.00161829 -0.0445761 0.0154207 0.000755361 0.0151366 -5.23513e-05 -0.00933813 -0.0301706 0.000894665 0.0190217 0.0147953 -0.000235756 -0.034423 0.023693 -0.043835 9.65596e-05 0.000590777 -0.000895557 -0.0523581 0.00876133 0.0124588 0.00718133 -0.0543902 0.0136927 0.0239699 0.0122762 -0.0655964 0.0732756
internal_weight=65.8538 11.0212 10.6754 0.380065 0.187555 54.8326 2.91586 51.9167 4.80475 2.57873 47.112 2.7655 2.22602 44.3465 0.426918 0.226481 0.110818 43.9196 43.051 36.4249 0.878545 6.62618 6.25968 5.8247 0.366495 5.34636 3.51897 2.84438 0.478335 0.674591
internal_count=4034 1018 999 170 134 3016 61 2955 112 66 2843 61 46 2782 206 187 169 2576 2529 1585 208 944 295 267 649 153 106 60 114 46
is_linear=0
shrinkage=0.1


Tree=253
num_leaves=31
num_cat=0
split_feature=19 18 17 4 7 10 7 6 9 7 0 13 13 3 8 10 16 16 13 9 9 15 4 18 4 6 3 6 18 18
split_gain=0.0222183 0.0506455 0.0706036 0.0227768 0.0480749 0.076038 0.063022 0.0611101 0.106292 0.0763556 0.108214 0.0726403 0.145078 0.136438 0.178305 0.21534 0.118146 0.116206 0.18923 0.0763982 0.149194 0.0836171 0.0546352 0.110725 0.0782649 0.0967548 0.212014 0.198108 0.0954542 0.0868476
threshold=14.651182102100002 13.512826932300003 194.19264200700002 240.69197607740003 22.545611589100002 57.772276765200012 22.721067571950005 16.535386346650004 205.22231928645002 22.996658327800002 85.812895065800021 117.56896250265002 117.49368567500001 93.431985407450014 8.6432548896500023 61.93400995115001 22.654947022900004 22.654947022900004 117.54745483760001 192.31210988165003 189.46063690070002 32.393814985100008 285.22127102665007 13.3584252364 288.78964636655002 13.65531905435 82.69159517635002 14.980350013450002 13.820816557100002 17.399600107550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 -5 -6 9 -9 10 -8 12 16 14 15 -13 19 18 -14 20 21 -11 -21 -24 -25 29 -27 -28 -29 -26
right_child=1 -3 -4 4 6 -7 7 8 -10 11 -12 13 17 -15 -16 -17 -18 -19 -20 22 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.0012859894317858299 -0.00091034503743153651 0.0021635835759074755 0.0834563892289788 0.0025933190291934655 0.045375510570406584 -0.10278360039734119 0.0016954140551814064 -0.033150542383753839 0.0058882927950041231 -0.062447882412747603 -0.065836187655746656 0.0078124117576035034 -0.10621714114180743 -0.0033397213869508294 -0.010689749675824617 0.073401754082343271 0.075831450533068612 -0.0046906443662281597 -0.01939261086558149 -0.0028842794793915365 -0.11074234028508248 0.10029883039581358 0.10458244328444997 0.06090098264413768 -0.093419306517405501 0.078253359349583759 -0.063572653600183743 -0.0099146037780844486 0.049230728642993292 0.02170215766923755
leaf_weight=36.839240540518489 0.19307240299531159 1.4626035934197714 0.20400360692292452 0.15507224513432305 0.27653587598979612 0.12262393966560126 0.52978761039759703 1.6294982694598723 1.2193155384466079 0.054933852698440755 0.42977692135966095 0.96210052771493781 0.39085818111186588 3.9696351669812202 0.94815317529719312 1.0434515056549569 0.20448563067475412 1.1273431126028297 0.70160786435008049 10.174789788966789 0.17423861438101085 0.074226746030035429 0.12669476866722051 0.25708105642661427 0.18154534904897479 0.37343431023691653 0.42754564047845622 0.60843125514986673 0.49475748045369983 0.10254574480592282
leaf_count=1870 28 36 13 114 33 181 23 39 41 623 39 26 46 74 7 41 29 17 12 262 19 4 1 42 88 26 101 10 39 150
internal_value=-1.18862e-05 0.0107621 0.0424343 -0.000326922 -0.0025473 -0.0439386 -0.00211328 -0.00261439 -0.0164416 -0.000927943 -0.0285511 0.000255485 -0.00355373 0.00876954 0.0250438 0.0419373 0.000408732 -0.027214 -0.0504563 -0.000773076 -0.0503668 0.0310803 0.00040735 0.0134288 0.00870607 0.00257411 0.0106961 -0.005785 0.0166109 -0.051865
internal_weight=65.4594 1.85968 0.397076 63.5997 26.7605 0.277696 26.4828 26.2062 2.84881 23.3574 0.959565 22.3979 15.4745 6.92334 2.95371 2.00555 13.2547 2.21981 1.09247 13.0502 0.303399 0.129161 12.7468 2.57204 2.44534 2.18826 1.90417 1.53073 1.10319 0.284091
internal_count=4034 77 41 3957 2087 295 1792 1759 80 1679 62 1617 1469 148 74 67 1394 75 58 1365 646 627 719 457 456 414 176 150 49 238
is_linear=0
shrinkage=0.1


Tree=254
num_leaves=31
num_cat=0
split_feature=19 18 18 17 9 17 18 0 5 7 16 14 18 8 4 17 4 16 6 15 16 5 17 16 19 13 19 0 16 16
split_gain=0.0182496 0.0432308 0.0708315 0.0229577 0.135743 0.0737023 0.0812475 0.0630373 0.0851208 0.0854361 0.056658 0.0517573 0.0440383 0.0287532 0.0722478 0.101199 0.0238881 0.0466912 0.127307 0.12545 0.234173 0.0635562 0.149789 0.0606825 0.0904581 0.0581708 0.260113 0.133897 0.13174 0.255437
threshold=14.651182102100002 13.512826932300003 13.192618516750001 205.83789591070004 202.16842692300003 205.10400128480003 15.343833331950004 88.606203063300015 21.386268748550005 25.181638183950003 19.254954973500002 180.62805478345004 17.788349580800006 7.8438787148500007 259.18765753015003 236.15709471040003 240.69197607740003 22.674946976100003 16.555386813950005 38.992510055900006 22.604947139800004 21.788492303450003 193.70011821090003 21.799949022250004 13.851117550450002 109.46594969745001 13.451085274650001 93.399723909900004 20.404952284350003 19.284954903400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 16 -7 -6 9 -9 11 -11 -5 -13 -15 -16 17 19 -19 21 -21 25 23 24 -23 26 -1 28 29 -27
right_child=1 -3 -4 4 7 6 -8 8 -10 10 -12 13 -14 14 15 -17 -18 18 -20 20 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00073421039529919237 -0.0046132222762814831 0.0019494875407355902 0.081351205369727994 -0.087725365173483172 -0.072118755828269529 -4.1010029783833347e-05 0.093364625582072661 -0.05441373818512768 0.06604455472352426 -0.10174791036663458 0.04545207974600482 0.017360257227312673 0.045310190976704405 0.00071817284258316979 -0.089740620919916303 0.056343304572697886 -0.0024931024424314535 -0.040323764400014853 0.0024514816766195977 0.064849741347313195 -0.0015059196102598352 0.020291254948629871 -0.12052346106279302 0.067715710634562956 -0.10351148091061602 0.034081674372925731 -0.087876312143868027 0.032674330457529141 0.0059945712080377283 -0.060022943390714338
leaf_weight=13.684906261248194 0.18608847256109484 1.4609943731265955 0.19765766710042953 0.25375337230572315 0.12531069782562587 0.19538735697096754 0.17792717824494275 0.30100254545686844 0.18506564143535786 0.051923769526184382 0.2670374794397502 0.64514797588168482 0.02758778854342836 1.6538368868095856 0.20268240076984501 0.061904640604552696 24.417315215519125 0.9630515463650221 2.5069828065934416 0.90515307066379991 1.2895292205030271 0.16116200444034134 0.14356659457553178 0.097587151452898979 0.093119046419815277 0.43870634771883377 0.35133022470563524 1.6780751773621876 11.664995899947824 0.84214687312487513
leaf_count=721 27 36 14 128 22 22 20 28 37 9 20 98 122 55 73 59 1505 25 71 34 39 400 5 5 53 16 46 37 262 45
internal_value=-9.50242e-06 0.0097951 0.0396648 -0.000294848 -0.0078572 0.000184088 0.0444775 -0.0024764 0.000114267 -0.0037184 0.00157536 -0.00290438 -0.0746801 -0.000902357 -0.0070439 -0.0555618 -9.50481e-05 0.00158656 -0.00942009 0.00280484 0.0258612 0.00106928 -0.0344418 0.000680574 -0.025046 0.00168314 -0.0029154 0.00609688 0.00265184 -0.0277911
internal_weight=65.2309 1.84474 0.383746 63.3862 3.77525 59.6109 0.373315 3.49391 3.3686 3.18354 2.88253 2.6155 0.281341 2.56357 1.91842 0.264587 59.2376 34.8203 3.47003 31.3503 2.19468 29.1556 0.495435 0.351868 0.254281 28.6602 14.0362 14.6239 12.9458 1.28085
internal_count=4034 77 41 3957 651 3306 42 401 379 342 314 294 250 285 187 132 3264 1759 96 1663 73 1590 463 458 453 1127 767 360 323 61
is_linear=0
shrinkage=0.1


Tree=255
num_leaves=31
num_cat=0
split_feature=2 7 10 8 8 9 15 13 2 14 8 5 9 15 15 16 6 7 6 6 15 0 9 3 9 15 13 6 10 19
split_gain=0.0184238 0.0476308 0.0503312 0.0508848 0.030911 0.0648732 0.079785 0.0807826 0.0443238 0.0431271 0.041223 0.0812695 0.0414199 0.107329 0.118424 0.110869 0.10579 0.0992381 0.264886 0.0694693 0.114862 0.0690803 0.0861947 0.0648985 0.0568111 0.055728 0.047451 0.0698642 0.12492 0.106426
threshold=60.327272492300004 23.699538637550003 71.015621515800021 8.543332867800002 8.8430989333000021 207.69346988305003 31.233764884050004 115.28646154990001 62.922191810850009 251.06749909625003 8.7431769115000026 21.991679690250006 206.75106037490002 23.292710050100002 20.313914079200003 14.934965075550002 13.355312044750002 25.225775578450001 16.100376182700003 14.605341251450001 34.884393272300009 94.940210418650011 217.73656073310005 82.796445043450021 215.54845996915003 20.520114807950005 117.60660091645001 16.625388449550005 64.730006406800015 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 -6 9 -8 -2 -7 12 -12 26 14 15 16 -14 18 19 -15 -21 22 -19 -23 -16 -26 27 -10 29 -29
right_child=4 -3 -4 -5 5 6 7 -9 10 -11 11 -13 13 17 24 -17 -18 21 -20 20 -22 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0020263160778453792 0.018114015908913629 -0.028781036068262406 0.022954523137962334 -0.041179205990549923 -0.062756349569631262 -0.10278547355401042 0.054739031564304944 -0.0091025560557301544 0.0019633496578903165 -0.010162061418519427 0.035329576500524748 -0.00080622254793795759 0.025652394010204745 -0.10498157258634855 -0.10292888360384085 0.094236133602469657 -0.096894547435870976 0.08025053274586455 0.0038194427755595182 0.00075727433882835952 -0.08076364023364152 0.0058220709974252834 -0.023698287159263566 -0.027368742000463266 -0.10232960433459704 0.038401048456316672 -0.0058311443456349268 -0.02602551470438726 -0.10444578808638194 0.10078281049702874
leaf_weight=0.89685882590856569 1.4274039938391059 0.78833154412586726 0.65411128615960468 0.39161726208112668 0.22850711291630332 0.11591551726723981 0.25535972360376014 0.88551530228687625 38.403620590861834 0.088765815678925719 0.98034847225062494 1.7044416847074897 0.14888922194484067 0.26185663789510583 0.29030315524505568 0.09166551248927135 0.133699337602593 0.2463735936780721 1.8223119954345746 0.31058642658172175 0.38970022775174584 4.6010766057124783 0.11796470651370328 0.67561877172556695 0.048155655968002975 0.067691589539890629 8.5770316132864064 0.090662413749327153 0.048953846413496649 0.24513135592860635
leaf_count=37 26 47 9 35 36 34 25 67 2404 10 26 33 218 28 41 10 14 48 37 30 22 144 33 49 5 38 272 237 6 13
internal_value=-1.05917e-05 -0.0080498 0.00036325 -0.0111055 0.000342047 -0.0134931 -0.00512709 0.00518698 0.000700917 -0.0626167 0.000281457 0.0123887 -0.000293136 -0.00643081 -0.0419091 -0.00132842 -0.0323275 -0.00314466 -0.0185919 -0.0610393 -0.044608 0.00448021 0.0465942 0.00157238 -0.0793029 -0.0200982 0.000899777 0.00238814 0.044789 0.0665453
internal_weight=64.9885 2.73092 1.94259 1.28848 62.2576 1.57406 1.34556 1.14088 60.6835 0.204681 59.2561 2.68479 56.5713 9.20589 0.780404 0.374254 0.282589 8.42549 2.78446 0.962143 0.700287 5.64103 0.364338 5.2767 0.40615 0.115847 47.3654 38.7884 0.384748 0.335794
internal_count=4034 128 81 72 3906 172 136 92 3734 44 3708 59 3649 717 326 242 232 391 117 80 52 274 81 193 84 43 2932 2660 256 250
is_linear=0
shrinkage=0.1


Tree=256
num_leaves=31
num_cat=0
split_feature=16 16 19 15 18 3 16 2 6 17 9 13 16 5 18 18 13 2 13 5 15 4 5 7 5 0 13 13 10 2
split_gain=0.0172148 0.10068 0.0969711 0.152 0.111252 0.218517 0.273039 0.158448 0.160198 0.0705818 0.0699152 0.0684007 0.169001 0.0838239 0.0665448 0.0603235 0.0815194 0.062338 0.118009 0.084147 0.0531195 0.128731 0.0512966 0.0482184 0.0466728 0.227723 0.100412 0.241005 0.127922 0.0922005
threshold=18.684956306450005 18.734956189500004 12.851036860900001 24.273602154900001 13.303774303900001 85.63276837105002 18.404956961200003 72.843776848050013 14.335334942800001 162.13109061465002 182.80199813410005 108.65403534205002 16.344961778400002 18.849479428700004 14.297806230850002 14.224291663350002 101.66942111915002 186.79363985910004 102.94912718925001 14.250977471750002 27.063546193350003 170.06818406760001 9.1983704482500013 24.761435049050004 16.078966488550005 97.878695155250014 104.08096806215002 101.53768667075001 78.895492296100016 81.787075821300007
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 6 7 -6 -9 -1 22 12 15 -13 -8 16 -11 24 19 -19 21 -3 -4 -7 25 -17 27 28 -27 -26
right_child=1 20 3 4 5 23 14 8 -10 11 -12 13 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=-0.10179712275585456 0.036347848924568424 0.072695034232007752 -0.10192808770670994 -0.10954534641149422 -0.10610269335701075 0.099233273578050729 0.011448888290199757 -0.0074319778081237201 0.071745067475143462 -0.1003742419478896 -0.10316336865642606 0.10098808830110216 -0.092103636114271192 -0.047420678324644548 -0.10394985642434812 0.095189363692459797 0.082524220131648507 0.047101570849212959 0.092411212327666137 -0.089853583839269224 -0.00020145820222753033 -0.0012676351954657209 0.03615570980132253 0.023759114763981629 0.0022579445677159671 0.061423638771091027 0.073732483683165914 -0.087487576777221271 -0.00054180520700645583 -0.026999849033753378
leaf_weight=0.066184095427792466 0.78633129395893675 0.34428208183817222 0.041220967783430651 0.10788701999626971 0.12817394488956857 0.20194131092648593 0.057626463822089025 1.1798836161558481 0.32618618038304692 0.028377656125736617 0.28481963389185694 0.14061723556369621 0.19261025739382454 0.052181118405314919 0.37611634507629788 0.27447454103593916 0.17251988430871279 0.093766050337458107 0.20628668303879749 0.086017270640354582 48.87618095210911 0.74352125934865398 0.077454131298935636 0.14573646307690069 3.3908237732212001 0.3639735929600646 0.18515465199016024 0.30357845523394633 3.9346993160740453 1.5784874534542721
leaf_count=296 29 22 54 127 11 25 25 97 56 94 124 6 120 86 116 19 52 407 18 72 1385 82 57 24 18 36 4 28 496 48
internal_value=-1.25799e-05 0.000843739 -0.00311747 -0.0193043 -0.0101921 -0.00575487 -0.018087 0.000632574 0.00971627 0.00116262 -0.0762937 0.0017819 0.000729003 0.0608211 -0.0886181 0.00241296 0.056689 0.00136624 0.0407977 -0.0184246 0.000284977 0.022141 -0.0118067 0.0675967 -0.000151354 0.0066071 0.00152845 -0.00137641 0.00470488 -0.00703571
internal_weight=64.7471 50.7503 13.9968 2.92705 2.52355 2.41566 2.06799 1.63424 1.50607 11.0698 0.403495 11.0036 10.8108 0.192798 0.433743 10.6182 0.200898 10.4173 0.38607 0.179783 49.964 1.0878 0.118675 0.347678 10.0312 5.06188 4.78741 4.60225 4.29867 4.96931
internal_count=4034 1518 2516 716 481 354 305 164 153 1800 235 1504 1412 92 141 1292 146 1146 497 479 1489 104 111 49 649 583 564 560 532 66
is_linear=0
shrinkage=0.1


Tree=257
num_leaves=31
num_cat=0
split_feature=14 0 16 17 16 17 5 10 16 19 16 19 3 18 2 7 8 9 12 9 17 0 3 13 2 17 18 6 10 6
split_gain=0.017281 0.128478 0.118678 0.056688 0.100946 0.044808 0.0260217 0.0533895 0.0851974 0.17311 0.0467158 0.0376235 0.0348439 0.052153 0.0428815 0.0431652 0.0347653 0.163784 0.0419677 0.103127 0.129805 0.0405 0.0318739 0.0437172 0.0298381 0.0255443 0.142517 0.208137 0.0692931 0.0356252
threshold=391.86095043435006 86.756543869550015 22.604947139800004 209.55094140555002 20.664951676350004 211.67127343905003 26.429668882900003 61.622148808000013 22.794946695500006 14.551174033150001 23.344945409400005 14.651182102100002 101.34142922725002 11.862896247150001 258.06114663960005 21.725272673150005 8.9430209551500024 212.71218656455002 81.514192512750014 191.72037998490001 180.84080166530003 89.493394246350007 108.56262776565002 120.87576600310001 156.81164617195003 205.83789591070004 15.504699510200002 16.235379337050002 71.246828915000023 13.565316951450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 5 -5 7 8 -1 -10 12 16 -8 22 15 -15 18 -18 19 -9 -21 -19 -14 -24 -13 -20 27 -27 -28 -30
right_child=1 2 -4 4 -6 -7 10 11 9 -11 -12 24 13 14 -16 -17 17 21 25 20 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.10293333472722921 -0.094429972549722907 -0.10079319500441007 0.073911699952907084 0.093457915504209579 0.10015396472598975 -0.10163308895894869 0.065679588905848754 0.0010961609727435247 0.066843858523037744 -0.10298133833207257 -0.10101122600027071 3.6020853543673502e-05 0.064596003791171711 -0.10087861293314654 0.10008138437266285 0.10041119561853687 0.035922855980576866 -0.10408234541441366 0.00095242092852306144 -0.0037034813915073038 -0.10468339331855421 -0.027656430068389089 -0.10055189974437105 0.10055671477199901 0.027097243821134959 -0.093494440467908141 0.071795038546315679 0.022170952187109585 -0.035493235610880816 0.0026414437044209212
leaf_weight=0.13038178142965406 0.15650277502159227 0.083704470422063082 0.17630312964320183 0.014163505571303858 0.061242893105372787 0.069748135016737933 0.17550989343027268 1.1260905802005243 0.14579573408991564 0.1020266686391551 0.02871963637880981 0.73267455957829841 0.14263466633701682 0.078232013090655528 0.016892906112843775 0.012332907877862453 0.23920257961071811 0.18458902020711321 55.877864314069463 0.26008686532486525 0.24933111750397075 0.11105464894353645 0.030815160194038071 0.016649270430207253 0.91792092579999007 0.41030145794252293 0.13591481841285746 0.25059555913321674 0.27481259525507118 2.2560781894135289
leaf_count=88 91 288 36 9 18 107 53 22 37 21 9 21 33 163 4 1 38 30 2302 9 38 19 124 1 27 39 6 39 304 57
internal_value=-1.22309e-05 -0.0174763 0.0122487 -0.0352538 0.00254 -0.0687035 0.000141258 -3.82537e-05 -0.0374981 -0.00307193 0.0228241 0.000186532 0.030342 0.00949866 -0.0461847 -0.0734675 -0.00021414 -0.025598 9.00595e-06 -0.0157931 -0.0531274 -0.075374 0.040975 -0.0300083 0.0150852 0.000445526 -0.00806612 -0.049637 0.00223613 -0.00149935
internal_weight=64.4682 0.561665 0.405162 0.228859 0.145155 0.0839116 63.9065 63.4047 0.378204 0.247822 0.501786 63.0265 0.473067 0.297557 0.107458 0.0905649 61.3759 0.534846 60.8411 1.63551 0.509418 0.295644 0.190099 0.0474644 1.6506 59.2056 3.3277 0.660897 2.66681 2.53089
internal_count=4034 549 458 422 134 116 3485 3097 146 58 388 2951 379 326 168 164 2903 87 2816 69 47 49 158 125 48 2747 445 78 367 361
is_linear=0
shrinkage=0.1


Tree=258
num_leaves=31
num_cat=0
split_feature=15 12 16 5 6 19 3 7 18 19 7 6 3 6 15 2 13 7 9 18 9 3 7 9 9 10 0 13 3 2
split_gain=0.0160981 0.0732648 0.0709157 0.0553433 0.175196 0.0942658 0.0701349 0.0716753 0.155323 0.204979 0.12844 0.0521353 0.12051 0.0518104 0.174732 0.117687 0.0993868 0.205585 0.145739 0.0599176 0.0786093 0.153476 0.0702334 0.0815784 0.0729579 0.10093 0.0712575 0.0708529 0.1991 0.122334
threshold=37.408632939650005 255.84286977610003 22.634947069650003 20.911722254300006 16.375382608200002 12.451004585100002 92.249063830050019 23.397000037200005 13.036600629150001 14.351157895250003 22.407814303000006 16.625388449550005 93.69276584615001 15.51536251395 38.62622401090001 340.55256999290003 117.38883580790001 23.032902590750002 205.22231928645002 13.820816557100002 205.67007911670001 91.867302775550016 23.779256055650006 204.99169312540002 201.7576686733 61.93938686740001 86.479632682150012 117.60660091645001 93.794927255050013 145.31340866805002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 8 10 -10 -8 12 -1 14 -2 -16 17 -15 -19 22 21 -21 24 -24 26 -26 27 29 -29 -18
right_child=13 2 -4 4 6 -7 7 -9 9 -11 -12 -13 -14 16 15 -17 19 18 -20 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00094269825980820864 0.05305164673165054 -0.059680459385973876 0.10036289535691341 0.025155694267679992 0.061646989674358776 -0.11125653655627295 -0.0025926925370237945 0.0038024851496488467 -0.1077462498757029 -0.020359697857354753 0.10097149292479893 0.038127791610330281 -0.055379936565529732 -0.025787128813590035 -0.10372732087292712 0.028850911373483442 0.03044916820631946 0.081408353435270392 0.0027943720974973919 0.00025315664336646252 -0.00022856479024283479 -0.08169686474283358 0.042358168358480913 -0.0024000021567611375 0.00038743396732254928 -0.047345721843292832 0.017622820673216796 -0.048094487798309382 0.0018969594021732558 -0.00029019378659764184
leaf_weight=33.380008975999871 0.17342419460692582 0.3288352867755141 0.030231832293793559 0.063845500689295842 0.15032002422958601 0.24525247137307815 0.88173044298190484 2.7293300356250256 0.33688534989380503 1.3208486526273189 0.1385711673356127 0.36835073249039751 0.38426152530482127 0.4890934606082763 0.26056561924178823 0.090110277757048607 1.5901683998936365 0.65354108950123169 0.36894549382850528 0.50705706933513228 1.6471907550730973 0.41603565515652008 0.92468560556881019 0.72768646258737135 1.1842243507308001 0.70769782154638949 2.8508215083274981 1.0533495576819394 3.2694045045150233 6.9667712209109709
leaf_count=1920 30 570 5 116 11 52 385 65 79 39 4 30 20 31 51 23 50 25 35 11 31 40 23 25 50 23 37 36 78 139
internal_value=-1.81899e-05 -0.0012359 -0.0462055 -0.000832214 -0.00980424 -0.08308 -0.00572892 -0.00760191 -0.0192247 -0.0381184 0.0114728 0.000709916 0.000301706 0.00203974 -0.0290547 -0.0696598 0.00273746 0.0275357 0.0530419 0.00102154 -0.0133203 -0.0366815 0.00293402 0.0226472 0.00108561 -0.0174678 0.00331704 0.000150563 -0.0102847 0.00542222
internal_weight=64.2392 40.3585 0.359067 39.9994 5.86678 0.309098 5.55769 5.40737 2.67804 1.65773 1.0203 34.1326 33.7643 23.8808 0.5241 0.350676 23.3567 1.51158 1.02249 21.8451 2.57028 0.923093 19.2748 1.65237 17.6224 1.89192 15.7305 12.8797 4.32275 8.55694
internal_count=4034 3296 575 2721 751 168 583 572 507 118 389 1970 1940 738 104 74 634 91 60 543 82 51 461 48 413 73 340 303 114 189
is_linear=0
shrinkage=0.1


Tree=259
num_leaves=31
num_cat=0
split_feature=10 10 3 6 8 5 16 16 15 15 8 10 10 0 16 7 16 19 16 0 10 10 17 8 18 14 8 9 17 8
split_gain=0.0154137 0.267764 0.119178 0.243383 0.214663 0.206951 0.157534 0.171272 0.121268 0.0869013 0.0519547 0.0513333 0.380432 0.262938 0.169212 0.173057 0.156437 0.16791 0.136901 0.0935658 0.0719556 0.182574 0.165999 0.124528 0.0648053 0.0585726 0.0514932 0.0512123 0.0530357 0.0402001
threshold=69.999384342500022 69.563854125350005 83.538459487450012 14.745344522600002 7.943800736700001 17.089764221050004 19.199955102150003 18.684956306450005 29.329759478700002 29.468013272800004 8.3434888241000014 66.590419433100024 66.351146659450009 91.937202686950016 20.784951395750003 22.620600126450004 19.974953289850003 13.751109481500002 18.664956353200004 91.394134144600017 62.837331883000012 64.407391431150018 191.37184185705004 9.1428649988500013 14.320472989450002 170.49106629835003 5.9453602998000008 186.16747084260001 188.19076296340003 3.7470758192000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 27 4 5 -4 7 8 -5 -3 -10 12 14 19 15 25 17 18 -15 -13 -16 23 -23 24 -22 -1 29 28 -2 -27
right_child=2 9 3 6 -6 -7 -8 -9 10 -11 -12 13 -14 16 20 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.10195855945028282 -0.1022200807167964 0.098835306206884688 0.089146080361816107 0.028153939198352726 -0.10225371633981516 -0.10066071295564449 -0.032325480252252591 0.077059331924556385 -0.10455370223649874 0.028912026143233335 -0.01456466505160868 -0.027502291766430279 0.071624251284160945 0.056148963518563161 -0.00073810394286561495 -0.10083634795904235 -0.027407526398371559 0.065841877474445462 -0.068060832135220004 -0.1034372461538778 0.09988186992563404 0.021108705483830724 -0.043935306714419753 -0.0056848999739511543 0.032438337372015534 0.011645846997210791 0.092124589032669665 0.0011869063746294622 0.003547051940920737 -0.1003135076044569
leaf_weight=0.049198873148951772 0.097934038145154001 0.33588765028798562 0.14006454726671735 0.38596468000568485 0.55693563466502383 0.097383114080344058 0.93961372638295859 0.38511873036623001 0.13114926997150178 0.37749537313356996 0.1255993959348416 0.3020110085431037 0.74642123142257233 0.1453061808761047 35.315332870613474 0.33666157877848946 0.77407827274873853 0.59563625091686845 0.22791943018091843 0.35069319214289862 0.41883039078675155 1.069406955852173 0.61975173279643048 0.25596661784220487 0.21592152724042535 0.19849609950601632 0.068288284568552626 18.549484772962217 0.091896673722246192 0.038250635057465843
leaf_count=91 274 18 95 33 228 81 29 15 32 24 12 38 30 40 879 22 17 13 11 42 27 30 35 20 35 191 20 935 427 290
internal_value=-1.87812e-05 0.0010863 -0.00220012 -0.0215932 -0.0683111 0.0113017 -0.00273019 0.0243249 -0.00727389 0.0618345 -0.0605318 4.77474e-05 0.000913354 -0.0141641 -0.000454499 -0.0494986 0.00610959 0.0328883 -0.0197028 -0.0683016 0.000439659 0.0165618 -0.00275592 0.0531959 0.0769398 -0.000707488 0.0156232 0.000658062 -0.0510184 -0.00644317
internal_weight=63.9427 42.4416 21.5011 2.76183 0.794383 0.237448 1.96745 1.02783 0.642713 0.713383 0.256749 41.7282 39.3325 2.39564 38.5861 0.690895 1.74294 0.968862 0.373226 0.652704 37.8952 2.57988 1.68916 0.890719 0.634752 0.354234 0.305035 18.7393 0.189831 0.236747
internal_count=4034 1873 2161 525 404 176 121 92 77 42 44 1831 1670 161 1640 614 81 64 51 80 1026 147 65 82 62 592 501 1636 701 481
is_linear=0
shrinkage=0.1


Tree=260
num_leaves=31
num_cat=0
split_feature=5 3 10 10 16 19 7 7 12 2 3 13 16 2 5 8 4 9 18 2 2 18 14 8 12 12 12 7 18 6
split_gain=0.0157937 0.0717529 0.0549509 0.0436489 0.0760509 0.152253 0.0434249 0.0599905 0.041526 0.0458903 0.0410312 0.034615 0.0270065 0.0233049 0.0524182 0.043296 0.086569 0.106391 0.0360371 0.0342772 0.0314122 0.15313 0.0343987 0.15741 0.0412424 0.0518369 0.113395 0.0701206 0.173992 0.0909306
threshold=25.767562150000003 92.913112988300014 61.778079379550007 61.622148808000013 22.794946695500006 14.551174033150001 21.725272673150005 20.752538901500003 69.826413229550027 319.18044405035005 108.56262776565002 120.87576600310001 22.764946765650006 60.327272492300004 16.569990495050003 8.9430209551500024 168.01744813895002 227.07958281845004 14.030930991100002 62.922191810850009 67.858768990950011 14.382403557200002 165.09063850220002 8.4434108459500017 94.328280857900012 114.64361763410001 111.24045038365001 23.356162058950002 14.395252042950002 14.335334942800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 6 4 -1 -6 7 8 -3 10 -10 -12 13 14 -5 19 -17 -18 -16 -15 21 -21 23 -22 -24 26 27 -26 -29 -30
right_child=1 2 -4 12 5 -7 -8 -9 9 -11 11 -13 -14 15 18 16 17 -19 -20 20 22 -23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.10276170640428739 0.09839088428414447 -0.10114314848746829 -0.077296600104697702 0.012064605467028144 0.062956540828568969 -0.10271383275626873 0.081035196218905592 -0.1009629244872953 0.063568231852244583 -0.10024447576655618 -0.10040708439969859 0.075141710515831572 0.019441648263195763 0.016011437646145404 -0.0068884569676757315 0.040752477717955191 -0.10308243013817822 0.013551285802976175 -0.036066650461372529 -0.06054846741350265 -0.0010147375657182797 0.0051450060748179979 0.022641680697627637 0.059782228541807536 -0.02930659619021983 0.00085859151092000381 -0.044527887815131451 0.051408716996047099 -0.00022749957494379056 -0.038444344629368327
leaf_weight=0.11334886027601854 0.090138599701616751 0.026918954208667856 0.075257375168689578 0.76944995135318039 0.13974814705397876 0.09198516280594049 0.081494487734744325 0.050377924236727267 0.19104897203442306 0.024819673961587796 0.031985275531042134 0.017311653587967157 0.7082481486722817 1.3800945479815698 0.99481478171219329 0.12346097102954345 0.19998748371290276 0.12843715046619764 0.73677720123669133 0.49067372380159113 2.0196944234826328 1.2816249717898243 0.78814513337419967 0.53964825230650593 0.93429978648828083 45.187124414462303 0.76959881816219411 0.59500337345525611 4.2764502573772916 0.72867135464912269
leaf_count=56 17 10 130 50 37 20 20 23 108 42 151 12 15 25 38 25 39 15 12 33 98 38 33 18 49 2668 39 26 162 25
internal_value=-1.78307e-05 0.0162764 0.00144968 -0.000170266 -0.0356379 -0.00280533 0.0154281 -0.000184199 0.0171978 0.0292115 0.04258 -0.0387594 2.50861e-05 -0.000196917 -0.00965306 0.000200947 -0.0306347 -0.0574704 -0.0193035 0.000437156 6.40672e-05 -0.0130427 0.000480072 0.0118046 -6.39154e-05 -0.000404836 -0.00822116 -0.0039451 0.000286097 -0.0057913
internal_weight=63.5866 0.589353 0.499214 62.9973 0.345082 0.231733 0.423957 0.342462 0.292085 0.265166 0.240346 0.0492969 62.6522 61.944 2.50104 59.4429 0.451886 0.328425 1.73159 58.991 57.6109 1.7723 55.8386 2.55934 53.2793 52.4911 7.30402 6.53442 5.60012 5.00512
internal_count=4034 513 496 3521 113 57 366 346 323 313 271 163 3408 3393 100 3293 79 54 50 3214 3189 71 3118 116 3002 2969 301 262 213 187
is_linear=0
shrinkage=0.1


Tree=261
num_leaves=31
num_cat=0
split_feature=9 16 4 2 19 15 0 6 15 2 12 9 7 2 5 13 7 10 5 15 5 5 18 18 0 6 17 0 16 5
split_gain=0.0166252 0.0751728 0.0632566 0.105464 0.0854705 0.0597098 0.0470924 0.173907 0.0456202 0.044389 0.110053 0.0686702 0.0493142 0.0506505 0.0411032 0.0736277 0.0693342 0.0453497 0.16993 0.0263884 0.0316009 0.0923385 0.0229608 0.0215539 0.0211738 0.0216588 0.0204399 0.050155 0.0208988 0.0735899
threshold=186.68586460755003 13.564968279200002 288.96005626495008 158.13149931390004 14.551174033150001 25.186533201700005 85.732241321850012 16.555386813950005 28.343014915050002 56.478612905150008 94.328280857900012 185.90443620030001 22.814487719050003 95.420340682600013 20.374719724350005 105.33378955095002 22.356277907050004 62.084563606450011 22.053438739150003 43.401366108000012 23.195398057700004 28.449653740450003 12.909082926650003 11.928667296000002 85.705356740550016 14.665342653400002 175.0619478289 99.642323688800005 14.184966829400002 14.050239455300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 9 -4 7 -2 23 -3 -11 12 14 -14 15 16 -12 -16 -19 20 -9 -22 -8 -5 25 -20 27 -24 29 -28
right_child=6 2 5 8 -6 -7 22 19 -10 10 11 -13 13 -15 17 -17 -18 18 24 -21 21 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.10199005657569334 -0.10212056997454824 0.059146878009633655 0.038975102962420675 0.039466822312708545 0.05677541834662897 -0.10364488898072968 -0.019415982836066756 -0.00032235085930287625 0.088543666129682078 -0.077916576093880599 -0.10099999449505431 0.031483718300097614 0.031622587309369087 -0.087980738669457603 0.0010653268587894535 0.096806260729312921 0.071280695595096602 -0.094936518987772361 0.10031503085674193 0.024952313584253566 -0.10212433976050217 0.021640520843235221 0.053291301767301069 -0.084405105818531459 0.099180776583310259 -0.10032397706563362 -0.0030792725619504702 0.0033060014788216449 3.9334221173314906e-05 -0.091587081361567971
leaf_weight=0.064918419808256966 0.21201130949577773 0.13124727935064573 0.042113116514712945 0.034490075617213622 0.29854302154853929 0.096899540317849642 0.60805038857506488 0.6640859143055875 0.22086815309012309 0.17393687385856527 0.051119582998581214 0.72228188253939141 0.049447041277744463 0.12470636148736958 3.4524066068871098 0.11579257401172072 0.043017921713726537 0.18844093909137871 0.0094669274985790253 0.25283469838905148 0.12526933729895973 0.11619961253018118 0.24385675881057878 0.023698710539520107 0.068522534042131156 0.01246366792884146 0.57724064838276845 1.1352664394942165 53.446480343629446 0.11220057664013439
leaf_count=630 112 20 145 28 35 86 26 32 26 38 38 12 6 75 323 9 21 18 1 28 68 22 15 72 5 79 209 203 1610 42
internal_value=-1.67157e-05 0.00502718 0.00621285 0.00783255 0.00475767 -0.060439 -0.000536461 -0.0188517 0.0677905 0.00173803 0.000234567 0.00304447 -0.00194684 -0.054022 0.000354234 0.0434083 -0.0222731 -0.00206807 -0.0408562 -0.00361164 -0.0115868 -0.0425663 -8.92429e-05 -0.0109828 0.0718094 -0.0137128 0.000122441 0.0121444 -0.000183821 -0.0174832
internal_weight=63.4179 5.92438 5.85946 5.72045 5.44139 0.139013 57.4935 1.3704 0.279057 5.14285 5.0116 4.83767 4.11538 0.174153 3.94123 0.20993 0.0941375 3.7313 0.278894 1.15839 0.905555 0.241469 56.1231 0.0581888 0.0904531 0.0219306 55.515 1.37912 54.1359 0.689441
internal_count=4034 1667 1037 806 680 231 2367 262 126 645 625 587 575 81 494 68 59 426 103 150 122 90 2105 100 85 80 2079 218 1861 251
is_linear=0
shrinkage=0.1


Tree=262
num_leaves=31
num_cat=0
split_feature=17 17 4 12 15 19 0 16 5 18 13 8 2 19 6 7 2 8 15 14 15 17 19 12 7 15 18 15 15 4
split_gain=0.0149869 0.148385 0.250002 0.0628516 0.0506849 0.108253 0.113659 0.107413 0.106534 0.0474677 0.0431227 0.0409726 0.0580078 0.056487 0.0809629 0.0392015 0.0350319 0.0371965 0.127393 0.0821119 0.0971584 0.0666807 0.054558 0.0396328 0.0607334 0.0332047 0.168517 0.0343775 0.0686305 0.297304
threshold=183.35201426355002 182.63036160245002 143.78867033265001 81.514192512750014 20.520114807950005 12.250988447150002 97.878695155250014 14.464966174600002 13.154029769200003 12.867440043550003 98.255079293500017 8.8430989333000021 62.922191810850009 14.451165964200003 16.605387982250004 27.255808992300004 49.864842700850012 8.4434108459500017 35.965617804200001 162.62753922915002 29.198705243000003 162.13109061465002 12.951044929850001 183.50495173450003 19.078733418100004 22.151858238250004 16.678478692200006 22.662932349550001 23.908355817750003 182.86807653835004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 -2 5 7 -7 8 10 -6 -5 12 -11 -13 -15 -8 -1 18 19 22 21 -21 -18 -23 -25 26 -14 -27 29 -29
right_child=3 2 -4 4 9 6 15 -9 -10 11 -12 13 25 14 -16 -17 17 -19 -20 20 -22 23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.030277299676768572 -0.027904410151699661 0.0031927682842178267 -0.10386254593941804 -0.10017605333841217 0.035593184492981177 0.094260960115514367 -0.10177224654279482 0.081908754529478975 -0.078952695183582181 0.025179660471239519 0.10027621955462376 -0.0030439656724918752 -0.095027135559963477 -0.10566259847468738 -0.012268511123463938 0.01439753458115107 -0.10988482253766754 0.0077048368253022125 -0.1070989968572099 -0.10114327700973638 0.08173140047800076 0.00060557735133498416 0.010626298619350934 0.019911674763654897 -0.090230424073121596 0.021024200522073884 0.0083750076329818703 0.014888848357998658 0.00085166763770927814 -0.096790509921027112
leaf_weight=0.37982425660720576 0.76428129021678515 0.51084309071302403 0.38069884658969499 0.012553725445896613 0.38502611512740159 0.052562286299064453 0.12526612967099027 0.36206945256094514 0.10415545009995242 0.95636172045487811 0.073959546163678169 0.82898485145187695 0.21721772521007565 0.15373755909968168 0.23425778388991603 0.037817556820300524 0.11754299927258749 2.8910269180319119 0.12369299540296186 0.069316184911266343 0.13723003468385275 3.2576190067423458 0.055212833216501167 0.085486177724305779 0.12081885309743257 0.81409694051592296 0.57435420705286333 0.66479331733535107 48.380758085176481 0.37162380534272188
leaf_count=35 51 2 43 471 30 30 44 24 68 29 11 38 78 16 36 37 25 95 5 332 57 423 36 57 167 31 43 11 1600 109
internal_value=-1.8287e-05 -0.00402651 -0.0425211 0.000572927 0.000973385 0.0264744 -0.0336179 0.0499189 -0.010828 0.000607685 0.0711891 0.000354466 0.000779118 -0.0177831 -0.0492746 -0.0748336 0.000715217 -0.000922065 -0.00720921 -0.00399429 -0.000823188 -0.00402958 -0.0713694 -0.00208625 -0.0445911 0.000321759 -0.0199999 0.000641999 0.000306223 -0.0251556
internal_weight=63.2432 8.12931 0.891542 55.1139 54.3496 0.768384 0.215646 0.552738 0.190669 53.5812 0.0865133 53.1962 51.9792 1.21698 0.387995 0.163084 7.23777 6.85795 3.96692 3.84323 3.67047 3.53324 0.172756 3.46392 0.206305 51.0228 0.791572 50.2313 49.4172 1.03642
internal_count=4034 1277 45 2757 2706 685 111 574 550 2021 482 1991 1901 90 52 81 1232 1197 1102 1097 1036 979 61 647 224 1872 121 1751 1720 120
is_linear=0
shrinkage=0.1


Tree=263
num_leaves=31
num_cat=0
split_feature=16 15 15 18 19 15 9 19 18 16 2 13 9 5 16 5 15 4 12 0 12 18 9 6 13 16 7 17 16 16
split_gain=0.0142939 0.08046 0.285356 0.215885 0.121836 0.094729 0.093598 0.125604 0.0797187 0.0751156 0.0717742 0.0848126 0.0641811 0.062029 0.0518754 0.0444363 0.0443275 0.109598 0.0413629 0.157152 0.0671063 0.0813038 0.0364385 0.0761578 0.158694 0.0574172 0.114953 0.0579481 0.0342632 0.262968
threshold=18.684956306450005 28.626568391100005 28.343014915050002 14.053554955550002 12.851036860900001 24.273602154900001 213.27127849780001 13.251069136700002 14.444150028100003 18.734956189500004 186.79363985910004 102.94912718925001 182.80199813410005 14.711207928400002 18.594956516900002 9.1983704482500013 27.063546193350003 170.06818406760001 189.11492007315005 97.521130223850008 178.48484864030004 16.049140492450004 210.65484416470002 14.005327232250002 99.604685275000008 15.484963789400002 24.638209564850005 184.37225457675004 19.644954061550003 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 2 4 -3 10 12 -5 -8 14 -2 18 13 15 -12 -7 -6 17 -11 20 -20 22 -22 25 24 -24 -1 27 -27 -18 -30
right_child=9 3 -4 6 5 8 7 -9 -10 16 11 -13 -14 -15 -16 -17 28 -19 19 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0017208834613606642 0.032272456166809148 0.045939495897081364 0.099200811804244837 -0.10215990913450027 -0.10159688746304395 -0.10563743830980331 -0.10235452668820942 0.090666609838278955 -0.0065436382862305827 0.071834541615252365 0.031397092819356508 0.081849682280104794 -0.10264435595105806 -0.10065855762270288 -0.012957968019399411 0.038757597773501205 -0.0068832418782338494 -0.00038842855307732565 0.089924937299155988 -0.087183173361656013 -0.071844047001413031 0.088417334204813042 -0.0052421551150143887 0.010702594225422739 -0.10252783928172782 0.0079293058124894795 0.063008883434700888 -0.081694102268830254 0.051255953786279743 -0.00035880494908071235
leaf_weight=7.1345246592943194 0.74498055581352574 0.21919567482154967 0.2773780083080063 0.33858983720051583 0.033752018299366138 0.14869181090307382 0.065935663075833872 0.068984536542302521 1.3456769562415045 0.29876688205695134 0.1056228507425957 0.2301620053217448 0.23864672353465721 0.053630480024480676 0.10170247661153553 0.068009244653076451 6.5421822288535614 0.70807639965778435 0.068140171646747016 0.18924433953752384 0.03928138941387338 0.16306694378789643 0.51375126502148372 0.59670016508016488 0.24890949385007843 0.62549424170367707 0.43321200882792255 0.081549045125939301 1.0118776230810897 40.288854192008046
leaf_count=594 29 32 13 203 54 134 39 10 100 22 478 52 124 108 5 57 216 82 15 102 54 47 46 15 30 156 26 22 28 1141
internal_value=-2.44803e-05 -0.00292374 -0.00111314 -0.0361117 -0.00335351 -0.0263984 -0.0740946 -0.00366305 -0.0161841 0.000758278 0.000903348 0.0430301 -0.0742902 -0.0130742 -0.0679939 -0.00779496 0.000277673 0.0210427 -0.000721874 -0.0402954 0.000313619 0.0573062 -0.00088341 -0.0160569 -0.0369933 0.00160925 0.0224457 -0.00240769 -0.000159324 0.000905769
internal_weight=62.9846 13.3899 12.6971 0.692706 12.4198 1.93648 0.47351 0.13492 1.59607 49.5947 10.4833 0.389415 0.340408 0.159253 0.250394 0.101761 48.8498 1.00684 10.0939 0.257385 9.83649 0.202348 9.63414 1.35936 0.762661 8.27478 1.14026 0.707043 47.8429 41.3007
internal_count=4034 2516 2232 284 2219 474 252 49 239 1518 1745 638 235 586 139 111 1489 104 1107 117 990 101 889 91 76 798 204 178 1385 1169
is_linear=0
shrinkage=0.1


Tree=264
num_leaves=31
num_cat=0
split_feature=8 8 5 8 7 3 9 9 18 15 12 7 14 18 9 15 19 12 13 13 8 5 2 9 14 19 7 16 12 17
split_gain=0.0143555 0.0361617 0.0711874 0.0365877 0.0283155 0.033918 0.020394 0.0832563 0.0842592 0.107009 0.056657 0.143613 0.0696867 0.0336665 0.0714188 0.0740325 0.109675 0.128346 0.096652 0.0682921 0.306773 0.12436 0.0979147 0.036151 0.04457 0.0368279 0.0323809 0.110485 0.185178 0.0905935
threshold=9.5425530862500008 8.9430209551500024 20.769304081650002 9.3427090425500019 21.725272673150005 101.90062851840001 214.31567825310003 211.04147598835002 15.097325840300002 18.738366799200005 145.97209859650005 24.673428656250003 240.28931515145004 15.788786379500001 210.33238511570002 20.520114807950005 12.250988447150002 97.388883832800005 98.255079293500017 103.93041440690001 7.7439566930000003 16.424511567200003 103.92649527695001 186.16747084260001 223.94567884220001 13.151061067750001 24.384659815400003 19.124955277500003 179.90801194620005 200.93854407600003
decision_type=2 2 2 2 2 2 2 2 2 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 7 13 -9 -10 -8 -12 -13 19 15 16 17 -15 -19 20 23 22 -21 24 -1 -26 -23 -28 -29 -30
right_child=4 2 3 -5 -6 -7 10 8 9 -11 11 12 -14 14 -16 -17 -18 18 -20 21 -22 26 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.10157739714915522 -0.06448347007644635 0.023655748687442083 -0.086512636834184087 -0.02032581929456042 0.046064410235319098 0.031493811701257077 -0.0061295389706500988 -0.011811210687587101 0.031744386678276268 -0.10403957703159304 0.097077817397290989 0.081420421221477621 0.0057456810747479152 -0.10120827488770659 0.094777513854847908 -5.8157543733533972e-05 -0.059026322531285605 -0.074926503973737624 0.095960527409166801 0.084268573053892432 -0.10317812908931832 0.00090509399044122517 0.0059507929056579114 0.0012796263229832711 0.033067037150541143 -0.1008372783091899 -0.00021571559308472402 -0.10348003098101793 -0.034159610978327752 0.028116216079600621
leaf_weight=0.079260131771206832 0.067611633240629909 0.18306487894005741 0.16964002133863687 0.16451938306272496 0.19013331197174921 0.08085270831361413 2.200612740943142 1.3974524962213752 0.077709893939072461 0.22929111040411954 0.1989864518400285 0.12745946666473207 2.6874417496237584 0.043308548475124442 0.097615878057695116 2.2758380437917083 0.089980845404170395 0.036471573968682947 0.3577415557938366 0.31270019596558896 0.35069410772121035 42.15310122733932 0.32612011743185576 2.0419455180435762 0.07764386720818095 0.027927058888835177 5.3882771533562837 0.28743080474669103 0.6796962031512519 0.35590681307076011
leaf_count=76 47 28 42 20 29 11 48 67 25 49 17 11 289 44 11 154 47 637 26 18 80 1539 39 26 299 14 234 22 25 60
internal_value=-2.41195e-05 -0.000135515 -0.0264672 -0.0539263 0.0205108 -0.0122149 8.45048e-05 -0.000466014 -0.0222324 -0.0696691 0.00606912 0.0149761 0.00917225 0.000208753 0.0106935 0.00776559 0.0415201 0.0621985 0.0801505 -0.00037526 -0.0162449 0.000451019 0.0442871 -0.0025538 -0.0449041 -0.00235516 -0.000122064 -0.00657354 -0.0324669 -0.0127572
internal_weight=62.7564 62.4178 0.517224 0.334159 0.338598 0.148464 61.9006 56.6861 1.70445 0.307001 5.2145 3.01389 2.8149 54.9817 2.90096 2.80334 0.527503 0.437522 0.394213 52.0807 2.57747 49.5032 0.63882 2.22678 0.184831 0.105571 48.8644 6.71131 1.32303 1.0356
internal_count=4034 3947 90 62 87 58 3857 3492 141 74 365 317 300 3351 919 908 754 707 663 2432 495 1937 57 415 389 313 1880 341 107 85
is_linear=0
shrinkage=0.1


Tree=265
num_leaves=31
num_cat=0
split_feature=19 2 4 2 12 18 18 13 0 6 13 6 12 0 18 7 4 16 9 17 6 6 18 5 10 17 19 12 18 5
split_gain=0.0136775 0.038357 0.104344 0.0171849 0.128058 0.0827982 0.113081 0.0971461 0.111853 0.245961 0.0953273 0.0874681 0.0655604 0.0624837 0.0815536 0.121161 0.104916 0.0954066 0.239987 0.0566737 0.0525504 0.12114 0.0805231 0.0636538 0.0501223 0.0556107 0.0483793 0.109167 0.0454379 0.0448121
threshold=14.651182102100002 244.78475047185003 264.30477453730003 173.34516805710004 198.57093999515004 15.504699510200002 15.706391932950002 116.19247193985002 90.407470010750018 14.935348962050002 109.96062599345002 7.0751653101000009 196.95882362420002 88.17067284620002 13.893471991850001 24.607636026300003 331.55739242175008 22.574947209950004 195.70012057590003 183.19621122360005 13.835323260100003 13.65531905435 17.399600107550004 12.451585980350002 61.923256118600001 188.83172615260003 14.251149826300002 217.64277969395002 13.3584252364 23.314013922700003
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 7 -7 8 29 10 11 -10 -1 14 17 16 -16 18 -9 -5 21 22 23 -8 26 -26 -19 -28 -27 -6
right_child=1 -3 -4 4 5 6 20 13 9 -11 -12 -13 -14 -15 15 -17 -18 24 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31
leaf_value=7.0940398309269216e-05 -0.0017885952631489365 -0.014442280678219635 0.06032857019527739 0.017072124325768653 -0.10328875925477475 0.082569199037307375 0.083840135518713318 -0.0018603298356860373 0.082374839905216241 0.063847821651447464 0.022502977281912775 -0.10393905351326765 0.022982290112598079 0.023230206138140173 -0.10777038507771589 0.0015892455798045481 -0.016633587628566333 -0.0023074338377824925 0.072165700671911512 -0.10847299347388528 -0.081329828716051766 0.10071644475694003 0.036243609834041839 -0.10137550655846764 -0.034917309799753056 0.0069666654021211683 -0.023986704270134968 0.066147759192577926 -0.010617893353467828 -0.018334568122995751
leaf_weight=43.562646030046238 0.84115122312505153 0.50809497584123153 0.39855801637168042 0.046121516107208715 0.24395291531670149 0.26776345623545772 0.021896050855676918 1.6661145348125459 0.027689730190331829 0.26921028865035623 0.10675196978263557 0.27996871601649786 1.2858000062988129 0.95305538235697973 0.2704394520987996 0.58430456696078181 0.23702228825277416 1.0005528881374619 0.59410744975320984 0.16315247166897962 0.066776944744560751 0.1150197321549058 0.12682980445781311 0.12161782099929042 0.72026360800304967 2.0225267311941479 0.2092360981891942 0.3755521790808416 5.3736202067373142 0.083289278525242594
leaf_count=2345 45 9 23 50 27 36 134 74 66 24 9 185 15 37 40 21 40 8 14 53 35 6 378 71 30 45 14 36 95 69
internal_value=-2.39944e-05 0.00869772 0.0181816 -0.000274735 -0.00309425 -0.00206089 0.0310679 -0.00364899 -0.0335878 -0.0105731 -0.0589187 -0.0871705 0.000727806 -0.00148832 -0.00329302 -0.0294562 -0.0652027 -0.000905112 0.0175977 -0.0808043 0.000568166 0.0147597 -0.0218112 -0.073117 -0.00521572 -0.00839237 0.0110477 0.0338978 -0.00580928 -0.0816663
internal_weight=62.5431 1.7478 1.23971 60.7953 15.9468 15.7376 0.719904 15.0177 1.01086 0.683621 0.41441 0.307658 44.8484 14.0068 13.0537 1.09177 0.507462 11.962 2.26022 0.209274 0.45214 0.385363 0.270344 0.143514 9.70175 8.11641 1.58534 0.584788 7.39615 0.327242
internal_count=4034 77 68 3957 1597 1494 660 834 380 284 260 251 2360 454 417 101 80 316 88 103 624 589 583 205 228 170 58 50 140 96
is_linear=0
shrinkage=0.1


Tree=266
num_leaves=31
num_cat=0
split_feature=9 16 9 3 13 9 10 5 8 16 15 0 6 13 13 7 5 2 9 3 16 17 3 16 13 3 7 18 7 8
split_gain=0.0135076 0.0575589 0.0578411 0.0581967 0.157947 0.053553 0.053539 0.140533 0.0457154 0.0420694 0.0972679 0.0404977 0.159839 0.033036 0.0358374 0.0746655 0.0338064 0.0278276 0.027429 0.0257105 0.090158 0.0373817 0.0248181 0.0302203 0.0256516 0.0385325 0.0238029 0.0597906 0.0232609 0.0495508
threshold=186.68586460755003 13.564968279200002 185.90443620030001 93.181958801350021 113.97180552410002 184.36538191430003 62.079186690200011 23.195398057700004 7.8438787148500007 22.614947116400003 33.762789462050002 85.732241321850012 16.555386813950005 106.92266830605001 105.33378955095002 22.356277907050004 9.1983704482500013 319.18044405035005 29.501628670900001 94.421337999450017 22.824946625350005 177.64087306825002 108.56262776565002 21.094950670800003 116.35915634395 103.00289635185001 22.407814303000006 12.909082926650003 22.356277907050004 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 -1 3 4 5 8 9 -8 13 10 17 12 -2 14 15 -3 18 22 -17 -14 -21 -22 24 -24 25 -5 -13 -28 29 -11
right_child=11 2 -4 6 -6 -7 7 -9 -10 28 -12 26 19 -15 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10144671716644371 -0.1019605990588143 -0.10103614619907281 0.027873785965733068 0.058233950084546605 0.10079962521869433 -0.094999951002007865 -0.092982858762573409 0.067568367005107585 0.10042664401709907 -0.023480243278838762 -0.10720895764137445 0.025069075290228855 0.0067884238805936362 -0.10096998280492041 0.081279605362781587 0.08349604368909419 0.068253535509351246 -0.10020786910191443 -0.1005501907435338 -0.10211363421388223 -0.024784444865645589 0.053966851298137754 -0.1003311290956253 0.073093060631017281 0.084120059385807203 -0.10063785543953865 -0.039616171053033333 2.7462057925014397e-05 0.010945904145418723 0.010100260914188235
leaf_weight=0.050732999822797775 0.19270322880095037 0.064807500057554424 0.9635399521794169 0.039231552684214299 0.20668689056765288 0.059648222326359246 0.18874989843584433 0.07666319465442939 0.046028914395719767 0.80748778553970646 0.1176573939192167 0.37386039970442553 0.77512620180823411 0.033106917497207178 0.049547628124855692 0.01157448103350589 0.082203316879713384 0.021494637234184211 0.026956838062176303 0.10768248767180921 0.14763675868744031 0.10186405771491991 0.030656577845718402 0.014947002986446023 0.069354968191873922 0.024991189425691118 0.38311363582033564 54.516066849368883 1.7949054842174517 0.96400672756135464
leaf_count=630 112 65 40 20 10 12 82 44 4 27 9 21 27 12 17 73 34 41 137 42 30 51 168 3 116 83 15 2069 25 15
internal_value=-2.31385e-05 0.00459696 0.00554176 0.000993217 0.0306479 -0.00813367 -0.00315516 -0.0466085 0.00835582 -0.00018634 -0.0350182 -0.000492101 -0.0177688 -0.00744572 0.00572499 -0.0144513 0.0320254 0.00730767 -0.0452643 -0.00344056 -0.0256386 0.00736746 0.0202053 -0.0434897 0.0419508 -0.00358831 -7.7941e-05 -0.000249191 0.00292272 -0.0052065
internal_weight=62.343 5.74498 5.69425 4.73071 0.580561 0.373874 4.15015 0.265413 0.314226 3.88473 0.318333 56.5981 1.32501 0.268197 0.23509 0.185542 0.120735 0.200676 0.0385313 1.13231 0.357183 0.249501 0.179181 0.0456036 0.133578 0.0642227 55.273 54.8992 3.5664 1.77149
internal_count=4034 1667 1037 997 364 354 633 126 342 507 440 2367 262 338 326 309 244 431 210 150 123 81 390 171 219 103 2105 2084 67 42
is_linear=0
shrinkage=0.1


Tree=267
num_leaves=31
num_cat=0
split_feature=17 17 12 15 0 6 13 18 8 19 6 2 7 9 18 16 17 19 17 17 7 7 17 5 7 9 15 17 9 9
split_gain=0.0134952 0.12041 0.049464 0.0377228 0.0855925 0.164062 0.0970302 0.0410286 0.0351715 0.0500532 0.0718583 0.0395668 0.0336655 0.0314254 0.0307607 0.0853793 0.121007 0.103012 0.100508 0.119172 0.0593538 0.13106 0.265944 0.0610295 0.0583521 0.115905 0.164949 0.108288 0.0694911 0.161899
threshold=183.35201426355002 182.63036160245002 81.514192512750014 20.520114807950005 97.878695155250014 12.350288562550002 98.384125283750009 12.867440043550003 8.8430989333000021 14.451165964200003 16.605387982250004 62.922191810850009 26.502822320550003 211.04147598835002 13.327513832500001 22.574947209950004 189.31157886915003 14.351157895250003 186.57794620975002 188.19076296340003 22.381996090050006 22.775216856700002 190.4716172434 21.955793948900006 23.203497038450006 190.73543849905005 39.540459766400012 193.82841840970002 192.31210988165003 191.29995577870002
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -5 11 -10 -11 -9 -6 -14 15 16 -13 18 -17 -20 -19 22 -22 -23 25 27 -27 -16 29 -26
right_child=2 -3 3 7 5 -7 -8 8 9 10 -12 14 13 -15 24 17 -18 20 19 -21 21 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.00039259420515360273 -0.024800450920107079 -0.039419285761610294 0.096111663293702354 0.033445552104624632 -0.10162850715989871 -0.066388190556564725 0.088571124452370906 0.021311787549891912 -0.0029774595607743076 -0.10513405915997141 -0.013260396545989848 0.044829484307279878 0.059867780004137366 -0.10025600975598209 -0.0088979291110573237 0.00083815304403016115 -0.00025380069076257771 -0.0089112280446898631 -0.051881585967194589 -0.0019051453208471403 0.086849035269936745 0.023359517665959229 -0.019363524195000537 -0.0026674979523462435 -0.0070031247623915842 -0.077126180704854844 -0.0084240989745587285 0.068453370307182668 0.00076430216969688622 -0.10681846522417493
leaf_weight=7.0875273740713345 0.75952711468744283 0.85089959502363388 0.13390197215540567 0.3777365981713946 0.03985474335472361 0.19308599852229236 0.21526701174298069 0.92028301651589473 0.82105367651979466 0.13577055849600583 0.2282558119877649 1.1556853119254804 0.044980583947612729 0.016847235411887596 0.67221239330751759 3.433314250661395 1.2279391025258517 1.3795461514673659 0.98917396280103254 0.92175664049864281 0.62544247523919672 1.380539095727727 0.37835115126154051 2.5932924078138626 0.92427374338416857 0.5446704381611196 0.97513284355443375 0.24766668310455486 32.704720763703392 0.19716228486504406
leaf_count=1232 51 45 61 30 114 39 28 29 38 16 36 30 340 103 67 38 27 39 25 16 38 21 37 46 173 28 34 39 1201 13
internal_value=-2.3845e-05 -0.00387474 0.000539788 0.000899687 0.0249571 0.00627659 0.050544 0.000606476 0.000370002 -0.0166618 -0.0475264 0.000763674 -0.0299612 0.0162362 0.000388108 0.00435422 0.0216045 0.000840256 -0.00939297 -0.0277749 0.00944296 0.0145298 0.0468153 0.00637448 -0.00115226 -0.0160884 -0.0330457 0.011928 -7.50037e-05 -0.0245519
internal_weight=62.1759 7.93843 54.2374 53.4779 0.643938 0.510036 0.31695 52.834 52.4562 1.18508 0.364026 51.2712 0.101683 0.0618278 50.3509 14.085 2.38362 11.7014 5.34424 1.91093 6.35717 4.97763 1.00379 3.97383 36.2658 2.43968 1.5198 0.919879 33.8262 1.12144
internal_count=4034 1277 2757 2706 685 624 585 2021 1991 90 52 1901 557 443 1872 317 57 260 79 41 181 142 75 67 1555 168 62 106 1387 186
is_linear=0
shrinkage=0.1


Tree=268
num_leaves=31
num_cat=0
split_feature=15 16 9 19 2 4 19 16 13 19 7 10 17 16 14 5 12 6 6 13 0 7 4 18 9 17 17 9 4 18
split_gain=0.0144703 0.0345885 0.0989445 0.0339853 0.0687389 0.0347763 0.158429 0.0447068 0.0582217 0.0409732 0.0351525 0.0239432 0.0232349 0.183739 0.0917399 0.0477487 0.0376743 0.104863 0.0817279 0.0512951 0.0483661 0.0309035 0.0299671 0.0261911 0.0344341 0.024721 0.085076 0.0742082 0.0393552 0.0360863
threshold=46.683480308100009 22.584947186600004 206.57490536735003 14.651182102100002 156.81164617195003 372.47712237630009 14.351157895250003 22.674946976100003 116.53390612245002 13.651101412550002 26.189412761600007 61.853356207250009 203.00435256470004 20.704951582800003 319.46956167260004 20.204934414350003 172.63877719270002 16.235379337050002 14.135330269750002 108.32604345015001 94.940210418650011 25.934372643900002 288.78964636655002 16.678478692200006 220.36679399970004 198.72470891995002 199.20888372035003 208.51380245710001 241.36451620315003 13.893471991850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 11 5 -5 12 7 8 9 10 -7 -3 25 16 15 -15 20 18 19 21 -14 22 -18 -23 -25 -1 -27 29 -29 -28
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 -20 -21 -22 23 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00051513366453203246 0.0027481896162889689 -0.016517968091418908 -0.003378859880627957 -0.0016102551208581964 0.047346885682352326 0.034288324853355 0.088036624832062538 0.10007272838142865 -0.10375361865499706 0.084787427233762619 -0.10045934525162253 -0.10171755371506233 -0.038536037191886863 -0.037297436210939526 0.008643837974017736 -0.10531452418212175 -0.10098226148021326 0.097417896056382736 -0.056683084230476216 0.061987927190184013 -0.0022296557644008452 0.0035471095219131591 0.011655284072510189 0.069547490773467849 -0.022691232593923718 0.044853201033621719 0.0047212851462706887 0.031006872007152683 0.006533819545146851 -0.014043294928770739
leaf_weight=44.654710169331082 1.0923266538648011 0.041331984568387159 0.56625082333630417 0.76496018126635934 0.45880814961856231 0.035163154252091711 0.22163983259815723 0.023795161861926317 0.092867371893589734 0.039738495305783772 0.043079150761091256 0.16331451105025963 0.41245591034294138 0.15993354818783689 0.15198883951234166 0.29101093947247136 0.051510753702018408 0.13105700617597893 0.19307149063240547 0.18330951035022724 3.3237846962848039 1.061985662276612 0.043622951218253547 0.1414312549388298 0.05669762431352865 0.51624955581985332 1.8352548149414358 1.0119756554486232 1.8737365272409077 2.3209440729978041
leaf_count=2408 24 7 20 35 32 150 42 11 35 19 338 85 37 17 14 46 24 8 27 4 143 30 23 105 72 30 23 31 56 138
internal_value=-1.87121e-05 -0.00869785 -0.0249164 0.000250382 0.0167445 -9.2485e-05 0.0274077 -0.0298614 -0.044525 0.00209616 -0.0399019 -0.08451 -0.000307291 -0.00609407 -0.0585455 -0.0811913 -0.000445716 0.0111719 0.00464446 0.0123404 -0.00623764 0.00562509 -0.049333 0.00977421 0.043152 0.000380064 0.00566902 0.00279639 0.0151161 -0.00575741
internal_weight=61.958 1.86322 0.770897 60.0948 1.22377 58.871 0.456283 0.234643 0.210848 0.117981 0.0782423 0.204646 58.4147 6.20186 0.602933 0.450944 5.59893 1.86269 1.73163 1.53856 3.73624 1.35525 0.0951337 1.26011 0.198129 52.2129 7.55816 7.04191 2.88571 4.1562
internal_count=4034 136 112 3898 67 3831 595 553 542 507 488 92 3236 550 77 63 473 293 285 258 180 254 47 207 177 2686 278 248 87 161
is_linear=0
shrinkage=0.1


Tree=269
num_leaves=31
num_cat=0
split_feature=7 18 7 7 17 17 13 5 12 2 9 8 8 13 12 18 4 2 4 6 14 0 9 6 18 7 6 7 15 7
split_gain=0.0138818 0.0694868 0.0503067 0.0433698 0.0566344 0.0498682 0.024646 0.0404683 0.0407486 0.0524375 0.0200539 0.0759596 0.0706337 0.0675619 0.046249 0.0402791 0.0389074 0.0803311 0.0642703 0.0383239 0.0680241 0.032026 0.0656446 0.129538 0.0561457 0.213715 0.0352016 0.0347927 0.0745632 0.0332586
threshold=22.105125139000005 12.844794714750002 21.946499523750003 21.844899366700002 182.50770257345002 187.06455006835003 101.66942111915002 21.850554661550003 69.826413229550027 56.478612905150008 186.68586460755003 8.3434888241000014 8.2435668022500028 117.70876232545002 95.360362796200008 12.909082926650003 267.17106116560007 150.25049527555004 278.29044475435006 16.405383309150004 265.57747104135007 85.861287312150012 191.98656730705002 16.575387281250006 13.023291802750002 22.814487719050003 16.465384711100004 22.720542346200002 34.139075990150012 22.938075114600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 -1 -8 -9 -10 11 12 13 14 -3 -12 17 -16 -18 20 -19 22 23 -17 -24 -26 -27 28 -23 -29
right_child=1 10 -4 -5 5 -7 7 8 9 -11 15 -13 -14 -15 16 21 18 19 -20 -21 -22 27 24 -25 25 26 -28 29 -30 -31
leaf_value=-0.10035132653920223 0.053317096621701116 -0.081849755521114939 -0.060009062629482239 0.054138387255293755 -0.10219703259217761 0.020127877118012085 0.068653233632648816 -0.077429523828588753 0.10083830392888959 -0.0038975582045845374 -0.021074460506327011 0.097542848364889842 -0.058331550977027247 0.088154596984125866 0.0044189683556884142 -0.10440843478376725 0.091023823605979881 -0.057171504717919014 -0.10024435838502919 0.099475544604950131 0.10059565460105012 -0.0044765354371439975 0.021448489046348385 0.015058356500990947 -0.1061367232921934 0.015468810969352161 -0.012205814331402895 -0.012621229989056505 0.031307959316723297 0.00045962219995699261
leaf_weight=0.024730561870383805 0.24570110254489819 0.059794216053888127 0.17222294876353306 0.12206756700913945 0.1088443700074605 0.048034376238561549 0.081662173255608539 0.071274866008025017 0.049817914143204578 1.1816626287433249 0.93244601530022819 0.090259638731367775 0.16979528445517633 0.10132452333345998 3.2678235024582998 0.19823614670121914 0.022952269498944022 0.055982653642331459 0.074891177989371727 0.13508699863450602 0.053396040573716164 1.2339279380394139 0.63683147857545952 0.16741038276813924 0.21841567721139687 0.73392172574347103 1.2297593707662597 2.0271988773492913 1.1025894708000121 47.195651229839996
leaf_count=92 28 14 32 15 35 38 16 21 2 587 23 5 17 5 240 35 42 41 533 9 3 19 15 10 21 46 76 54 36 1924
internal_value=-1.77245e-05 0.000246253 -0.00852507 -0.00327256 -0.00774759 -0.0647426 -0.0014024 0.00036517 -0.00391541 0.000339392 2.78632e-05 0.00683865 0.0047613 0.00760197 0.00537796 -0.000465279 0.0068227 0.00855541 -0.0553764 0.063848 0.0198466 -0.000114245 -0.00984645 -0.0497109 -0.0046756 -0.0122997 -0.00186248 0.000486867 0.01241 -7.9101e-05
internal_weight=61.8137 59.9534 1.86032 1.68809 1.56603 0.156879 1.40915 1.38442 1.30276 1.23148 59.7077 4.03131 3.94105 3.77125 3.66993 55.6764 3.61013 3.51229 0.0978434 0.244466 0.109379 54.7439 3.18457 0.365647 2.81893 2.1821 1.96368 51.5594 2.33652 49.2229
internal_count=4034 3196 838 806 791 73 718 626 610 589 3168 909 904 887 882 2259 868 293 575 53 44 2236 203 45 158 143 122 2033 55 1978
is_linear=0
shrinkage=0.1


Tree=270
num_leaves=31
num_cat=0
split_feature=19 5 10 8 6 13 2 5 6 6 7 6 3 5 3 16 16 16 4 3 19 15 3 12 6 15 6 12 0 13
split_gain=0.0139625 0.0763213 0.163522 0.0953574 0.0739691 0.0817557 0.128504 0.0602991 0.0729822 0.0725492 0.107279 0.0463967 0.141868 0.0808946 0.0940681 0.0455199 0.0364366 0.109151 0.0303491 0.0943953 0.0687044 0.0446153 0.0606204 0.0301548 0.0551148 0.0256829 0.0423659 0.0327875 0.0924373 0.169437
threshold=14.451165964200003 20.204934414350003 64.665483411650015 8.4434108459500017 16.445384243750002 117.59047016770002 108.63443756215001 20.971847224900007 16.425383776450001 16.545386580300001 23.127267687200003 16.575387281250006 93.72771580185001 21.043187000650004 94.276161260400016 22.794946695500006 22.634947069650003 22.564947233300003 371.57449297710008 92.598563387050021 14.351157895250003 43.890399822900008 87.955596195750019 124.92778561480002 16.665389384150004 35.098844929350008 16.485385178400005 140.52911877810001 86.329079026800017 117.74908919740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 -2 7 5 6 -5 -3 16 10 -10 18 -13 -14 -15 23 17 -9 -1 20 21 22 -20 -16 -25 -6 -27 -28 29 -29
right_child=1 3 -4 4 25 -7 -8 8 9 -11 -12 12 13 14 15 -17 -18 -19 19 -21 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=9.546827945952433e-05 0.082021800718315371 -0.006074551032044009 -0.021355144072859343 0.0053107529943715722 -0.017273367124878165 0.0013181806367450739 -0.081089518350138917 0.01611298576104923 0.016512577732958649 0.015011425225034493 0.087709697760480876 -0.068357050577813869 0.10076855859261202 -0.10440776018132938 -0.00024939709808407591 0.054376563506717095 0.010317633186346032 -0.10272632833691492 -0.048421460479605133 -0.096370834988131066 0.075085479829698598 -0.094783934605789932 0.10001344117202644 0.072165712734462484 -0.092270239343427873 0.023258334427232297 0.007006587759209976 -0.10410424564842446 0.0086956279564297505 0.02065044399511267
leaf_weight=49.309760556851487 0.35345007981231802 1.3204933380184209 0.26982410904020071 0.26786282937973716 0.79432500473922152 0.52242230108822696 0.48172114365979724 0.19344380003713046 0.42164387108823609 1.3698829810018649 0.42490956769324839 0.4077617732446005 0.073997130095904029 0.091551103338133433 0.88364476444996831 0.13989920751555474 0.60065797949209809 0.1287121928119177 0.072983371670828912 0.13330364722461496 0.094821714679710567 0.066981310781557113 0.044161915375298122 0.026440525867656106 0.088975413459948527 0.7668586124871698 1.2564159311368714 0.25779691152183637 0.59925447590649128 0.18844687497039558
leaf_count=2520 42 33 21 13 42 12 39 12 30 25 12 36 6 9 142 24 16 36 472 70 19 11 20 22 217 28 32 26 8 39
internal_value=-1.70239e-05 0.00335932 0.0372685 0.00115661 -0.00813388 -0.0290496 -0.0502145 0.011854 0.0193955 0.0292339 0.0522485 -0.000687781 -0.0168725 -0.000779516 -0.00688614 0.000952778 -0.00423466 -0.0313673 -0.00013043 -0.0271503 0.00592872 -0.0296857 0.00753614 -0.00652819 -0.0545998 -0.00124692 0.00290139 -0.00388032 -0.0169635 -0.0514209
internal_weight=61.6524 10.2181 0.623274 9.59485 5.1351 1.27201 0.749584 4.45974 3.13925 2.21644 0.846553 51.4343 1.71227 1.30451 1.23051 1.13896 0.922814 0.322156 49.722 0.412252 0.278948 0.184127 0.117145 0.999061 0.115416 3.8631 3.06877 2.30191 1.0455 0.446244
internal_count=4034 466 63 403 239 64 52 164 131 67 42 3568 456 420 414 405 64 48 3112 592 522 503 492 381 239 175 133 105 73 65
is_linear=0
shrinkage=0.1


Tree=271
num_leaves=31
num_cat=0
split_feature=6 16 17 0 15 2 13 3 8 17 2 3 15 6 6 13 17 2 2 0 17 7 0 15 16 16 4 6 5 16
split_gain=0.0137996 0.0688937 0.109589 0.0622583 0.0441575 0.10901 0.291437 0.0780798 0.0450009 0.119971 0.0632209 0.0562641 0.0473204 0.0409602 0.100249 0.182543 0.0668606 0.171794 0.185053 0.199853 0.148528 0.202055 0.121578 0.11413 0.24252 0.199795 0.197217 0.092645 0.0842219 0.146825
threshold=16.465384711100004 21.569949560100003 179.91109285790003 87.278104746850019 41.492094664050008 162.53466164215004 117.66037007905001 93.499196860750018 8.3434888241000014 187.77231677760003 103.92649527695001 93.394346993650018 35.965617804200001 14.745344522600002 14.545339849550002 109.96062599345002 200.79056394860001 90.745765132650021 122.61368745920002 90.767723400200012 198.24432709335002 24.385896469550001 89.582113364650013 30.243446395250004 20.784951395750003 19.199955102150003 165.86037890555002 14.865347326450001 18.280220412300004 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=13 2 -2 4 5 8 -7 -6 9 -3 11 -10 -13 14 -1 -16 20 -18 -19 -20 23 22 -22 26 25 -25 -15 -28 -29 -30
right_child=1 3 -4 -5 7 6 -8 -9 10 -11 -12 12 -14 16 15 -17 17 18 19 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0011641125816062535 0.0062134711861083517 -0.011036171484997102 -0.10239075444613049 0.025381595166635337 0.023022285933521153 -0.090765647261934923 -0.0052505188758281427 -0.0020292175776559541 -0.0062364842522303864 0.03406564763510625 -0.013859527219191092 0.054944657323099277 0.0096713503946974765 0.00089991040479917494 -0.1023000431484396 0.066976609421100286 -0.087934308381402107 0.061888147886597633 0.00021274163840341023 -0.077953443898711977 0.02286586134221661 -0.003848552817509716 0.097740782634963538 0.012597849726345554 0.004022398745550897 -0.081353894284394351 0.098878658346342255 0.082122930748872544 -0.066270898638068107 0.087785759690179002
leaf_weight=21.414734538577076 0.19791382478479391 1.2612397330813165 0.17512808597491869 0.83155251963762467 1.594661229290067 0.53531881980597917 1.5596041147236972 5.660191600566236 1.5408022342890038 1.1078051032964138 4.0328800136794598 0.33182861626846694 0.75879608588729752 1.3188469246367369 0.23850747681217299 0.08692076476290822 0.25530999616603312 0.38743079116102341 1.9904142516141976 0.39141882394687844 0.36645072879849638 0.72325219939557428 0.53125270316377282 0.35333409874510735 12.320335906845967 0.62980181848979555 0.3864573823198042 0.19324134010821581 0.15593242972430232 0.10254950390662998
leaf_count=2023 450 15 44 27 36 50 27 163 14 29 41 34 33 41 204 6 22 22 104 47 34 31 17 30 345 44 17 15 55 14
internal_value=-1.78789e-05 -0.00220849 -0.0447718 -0.00138215 -0.00259279 -0.00655004 -0.0271023 0.00347726 -0.00178376 0.0100542 -0.00599195 0.00606576 0.023446 0.00100752 -0.00200122 -0.0570868 0.0042608 -0.00944336 -0.00220695 -0.0126327 0.00668736 0.0354857 0.0671762 0.003668 0.000208346 -0.0475881 0.0250054 0.0629346 0.0321838 -0.00515083
internal_weight=61.4339 19.5877 0.373042 19.2147 18.3831 11.1283 2.09492 7.25485 9.03335 2.36904 6.66431 2.63143 1.09062 41.8462 21.7402 0.325428 20.106 3.02457 2.76926 2.38183 17.0815 1.62096 0.897703 15.4605 13.3035 0.983136 2.15703 0.838181 0.451723 0.258482
internal_count=4034 963 494 469 442 243 77 199 166 44 122 81 67 3071 2233 210 838 195 173 151 643 82 51 561 419 74 142 101 84 69
is_linear=0
shrinkage=0.1


Tree=272
num_leaves=31
num_cat=0
split_feature=15 14 6 6 3 10 7 5 5 18 2 0 5 7 7 18 13 12 14 6 2 17 19 5 17 2 19 6 0 6
split_gain=0.012918 0.184998 0.0523388 0.0496356 0.0588988 0.0571571 0.0577116 0.0439557 0.0351896 0.216405 0.225184 0.194934 0.0837812 0.0723106 0.0927258 0.0659815 0.0636291 0.0537263 0.149976 0.0705762 0.114801 0.0655682 0.0587652 0.0746469 0.0532639 0.0343924 0.0298689 0.0316844 0.0837744 0.0964902
threshold=43.890399822900008 267.5497843826501 16.485385178400005 16.405383309150004 93.431985407450014 62.079186690200011 23.203497038450006 24.367802910700004 22.649179082500002 13.405476405600002 199.66651340635002 87.170566421650008 22.692834890150003 22.061824394000002 20.983556584300004 12.867440043550003 105.33378955095002 169.43370145865001 192.04981134545002 16.565387047600002 125.56293566760002 191.08747234645003 14.251149826300002 22.783584484750005 173.37301781405003 164.06957093090003 14.651182102100002 16.455384477450004 86.135510041400025 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=8 2 -2 7 -5 6 -6 -3 13 12 -11 -12 -10 14 16 -15 -1 18 -14 -20 -21 -22 23 -19 -25 -24 27 -17 -29 -30
right_child=1 3 -4 4 5 -7 -8 -9 9 10 11 -13 17 15 -16 26 -18 22 19 20 21 -23 25 24 -26 -27 -28 28 29 -31
leaf_value=-0.1010127280956668 -0.10705513148917689 -0.058869790003473414 -0.024591242122052749 0.026099558892124487 -0.029500397037637589 0.025518816034990073 0.00077064292703661011 -0.0075765579367121976 0.068972694390015354 0.083123139867538609 -0.1055249598887353 0.085956398249669594 -0.0061358816747048815 0.043823107964921525 -0.089652580218705563 0.00058000203055713498 0.059359656867814782 -0.0033357831000551913 0.071598780095720502 0.092413341070907817 -0.10363314506351098 0.10031856271414677 -0.0056625720372855924 0.00032951263560208985 0.099518903959137095 -0.030025189271937331 0.018068911555178514 0.011256606651773474 -0.017814752783271746 0.0054264057202282256
leaf_weight=0.033170490288944587 0.21092910758170447 0.24295240458741307 0.1211842922057258 0.93910259916447092 0.85396296888876655 0.6399093538479973 2.3993865071352047 0.53489437303409204 0.17274356676352809 0.65500264353431692 0.13982542142409216 0.085783966467460004 1.5868205219944687 0.33854147453803207 0.20098697764510121 36.321943890642586 0.09733888171331273 1.0087735529923523 0.46612933715596216 0.076451983114225186 0.089246175152084106 0.019144339486956596 1.0847702774335632 0.08967061513601482 0.13662386789133052 1.2438986177076001 0.85253072198247437 2.2896316895494229 5.5808018356910889 2.62733783413114
leaf_count=56 38 39 18 19 53 5 70 32 9 30 39 29 264 21 101 2558 68 6 42 24 115 2 15 107 40 27 31 44 82 50
internal_value=-1.58716e-05 -0.00444601 -0.076965 -0.000153024 0.00362074 -0.00180143 -0.00717512 -0.0235975 0.00046106 0.00716627 0.0534452 -0.0327176 0.000344723 -0.000489731 -0.0470341 -0.00016836 0.0185991 -0.00169871 0.0104454 0.0508642 -0.00142362 -0.0676104 -0.0093244 0.00830817 0.0602145 -0.0186763 -0.000480762 -0.00081853 -0.0056574 -0.0103755
internal_weight=61.1395 5.94232 0.332113 5.61021 4.83236 3.89326 3.25335 0.777847 55.1972 6.85488 0.880612 0.225609 5.97427 48.3423 0.331496 48.0108 0.130509 5.80153 2.23779 0.650972 0.184842 0.108391 3.56374 1.23507 0.226294 2.32867 47.6722 46.8197 10.4978 8.20814
internal_count=4034 274 56 218 147 128 123 71 3760 749 98 68 651 3011 225 2786 124 642 447 183 141 117 195 153 147 42 2765 2734 176 132
is_linear=0
shrinkage=0.1


Tree=273
num_leaves=31
num_cat=0
split_feature=19 5 8 12 10 2 19 16 15 7 2 17 3 5 6 18 6 3 9 16 9 7 6 3 3 15 5 17 15 15
split_gain=0.0130134 0.068404 0.0719572 0.0631049 0.141388 0.0754814 0.130866 0.21754 0.0439054 0.118825 0.0780537 0.0838538 0.0820491 0.0590034 0.037175 0.0598779 0.0538103 0.119751 0.0477793 0.167137 0.107154 0.105194 0.0446312 0.182737 0.205872 0.123686 0.156577 0.083852 0.0655424 0.0789382
threshold=14.451165964200003 19.830540377400002 8.4434108459500017 120.18992510580001 63.353515844050008 151.26092141510003 14.551174033150001 22.664946999500003 42.713473568600008 23.127267687200003 112.15964652650003 188.41589330430003 93.281431752200021 20.849573174100005 16.465384711100004 13.820816557100002 16.505385645700006 93.69276584615001 195.70012057590003 22.614947116400003 197.55459634620004 19.078733418100004 16.235379337050002 92.324340657750014 88.931506497100017 42.246988155050012 22.127107789600004 190.94474013770002 39.883592142850006 37.870720399650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 -2 8 4 -4 -5 7 -7 10 -10 11 -3 13 -12 22 16 17 -16 19 21 -20 -18 25 24 -24 26 28 -25 29 -1
right_child=1 2 3 5 -6 6 -8 -9 9 -11 12 -13 -14 -15 15 -17 18 -19 20 -21 -22 -23 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0014448225410445621 0.046012225180158212 0.0025591686516074101 -0.077898973705168698 0.0063716931755640046 0.024950909882815651 -0.10387235548785714 0.000407131463606422 0.03968270045066509 0.0048940479551688159 0.075227927480098544 -0.017605145215383283 0.058583993540337179 -0.032098548184712195 0.022759338940160606 -0.039257227274910191 -0.034002255636673709 0.012100246365536889 0.0060230550707351975 0.038883152457622784 -0.0022741407165633733 -0.00016309647089789137 -0.10684026853034626 -0.01497751832662042 0.01332668980063474 0.084580128082423822 -0.075432907730132157 0.075017029293842769 -0.0062268260110348254 -0.050795885408893397 0.042172797874241427
leaf_weight=26.933951535521146 0.36119999567745154 0.59795978665351712 0.3442331542901228 3.113086569832376 0.21850271066068672 0.36203884584290313 0.97965845829276077 0.14900746946659638 0.71321736605932506 0.36218228558936971 0.56888075020106066 0.48290357086807489 0.75205841008573759 0.99649623333243653 1.2057821818743808 0.68677830824494002 0.10429768518798521 1.1327593725654876 0.84567706943926158 4.6489756153046073 4.1608709601277951 0.25904226085003756 0.32104963032179412 3.9143178616017149 0.58833277830854058 0.22208454384644838 0.27182369827944697 4.98759292986432 0.2644608639220668 0.42141081506815581
leaf_count=2304 29 16 40 58 18 48 50 35 30 34 15 43 14 36 27 38 207 33 13 71 89 232 20 106 42 41 165 112 29 39
internal_value=-1.05719e-05 0.00328749 0.00168668 -0.0063528 -0.0379638 -0.00248889 -0.0209927 -0.0620155 0.0109712 0.0285817 0.00539831 0.0275897 -0.00495186 0.0080903 -0.000657733 -0.0052627 -0.00366546 -0.017324 -0.000477357 -0.00737913 0.00643237 -0.0726981 0.000926129 0.00673313 0.0494322 -0.00110043 -0.000508569 0.00237118 -0.00125186 -0.000772891
internal_weight=60.9706 10.0014 9.64023 5.16653 0.562736 4.60379 1.4907 0.511046 4.4737 1.0754 3.3983 1.08086 2.31744 1.56538 50.9692 13.0442 12.3574 2.33854 10.0189 5.01232 5.00655 0.36334 37.925 9.81129 0.909382 28.1137 27.8916 8.90191 27.6198 27.3554
internal_count=4034 466 437 249 58 191 133 83 188 64 124 59 65 51 3568 710 672 60 612 510 102 439 2858 280 62 2578 2537 218 2372 2343
is_linear=0
shrinkage=0.1


Tree=274
num_leaves=31
num_cat=0
split_feature=9 9 10 7 7 7 15 16 19 9 8 9 19 9 2 0 18 15 15 0 16 9 0 5 19 6 0 4 6 18
split_gain=0.0131327 0.0753156 0.0299879 0.0295356 0.0623875 0.0335154 0.0400318 0.025352 0.0376312 0.0321338 0.0265872 0.016713 0.0332263 0.0577843 0.0457025 0.0886247 0.0436886 0.0321004 0.0310594 0.0303485 0.142388 0.0715511 0.0269015 0.0710499 0.0628052 0.0179789 0.0855681 0.139996 0.0377888 0.027288
threshold=179.18874144770004 177.77223095870002 72.378669787950017 22.356277907050004 20.861906850000004 22.775216856700002 29.468013272800004 21.094950670800003 13.551093343600002 66.346857137250012 5.9453602998000008 186.68586460755003 14.451165964200003 181.33671263215004 121.36426933400001 85.667718326750006 13.142272494650003 35.965617804200001 38.483556206400003 85.732241321850012 22.704946905950003 187.45330412110005 85.121961326250016 30.284449345300001 14.451165964200003 16.625388449550005 86.256490657300006 180.93811691895004 16.575387281250006 12.909082926650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -5 -7 8 9 -1 -11 12 14 -14 17 -16 -17 -2 -15 20 21 -13 23 24 -22 28 -27 -28 29 -21
right_child=11 -3 -4 5 -6 6 -8 -9 -10 10 -12 19 13 18 15 16 -18 -19 -20 25 22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.053987244224040089 0.0041298211853873614 -0.1018546820689254 -0.10015237200238065 0.092103176010923785 -0.087333831816431048 -0.10100535661808988 0.082994893521581278 0.089795385503412553 -0.07909097628810402 -0.054494680591018863 0.10021785676395537 0.034149618991887079 0.0060329980418939999 0.072621720918814678 -0.0033916347353338976 0.10071772562416473 0.022346730694017249 -0.018618139809200931 0.017283792106569339 -0.023642119383042809 0.0068120877921301172 -0.10177938674634875 0.01390936311060844 0.049340732337907645 -0.10134824555920799 0.073024011999181224 -0.076897928819021369 0.035453379819464871 -0.023176194719992528 0.00032244182346304008
leaf_weight=0.11742704581211327 1.3136117922767878 0.085144858113068267 0.02834706925919761 0.071560862695832839 0.078626012169713988 0.025650274148432572 0.021936054108664393 0.037654593354091048 0.046683642184511598 0.065901867882473653 0.013359345553908497 0.046534384971890885 1.1080856308108193 0.24456254765391339 0.53853398027422361 0.1577793825417757 0.12952286872177154 1.1753990796860305 0.17329452863486949 0.47951526904944231 0.096356864039989887 0.23075470682073274 0.65208229034033138 0.097320778295397758 0.12122947889838542 0.1901592422509556 0.17666345204634126 0.29796669250936247 0.70657745655625959 52.217380545529238
leaf_count=53 27 17 744 17 158 40 3 8 117 330 8 4 14 35 7 9 41 19 20 21 19 153 15 14 57 15 17 33 12 2007
internal_value=-8.32344e-06 -0.014826 -0.000214788 0.00570196 -0.00859344 0.0488534 -0.016186 0.0134367 0.00162242 0.0207796 -0.0284181 0.000137577 0.00577202 0.0179829 0.000150933 0.0205356 0.0653862 -0.00661257 0.0496719 -0.000355533 -0.0157963 -0.0789679 0.00231846 -0.021683 -0.0534501 -1.92405e-07 0.0163436 -0.00636522 -0.000203647 0.000104376
internal_weight=60.7456 0.592292 0.507147 0.4788 0.359653 0.119147 0.0475863 0.281026 0.243372 0.196688 0.0792612 60.1533 4.84079 1.52594 3.31485 0.825836 0.287302 2.48901 0.417857 55.3125 1.24428 0.277289 0.966989 0.314907 0.217586 54.0683 0.664789 0.47463 53.4035 52.6969
internal_count=4034 1495 1478 734 674 60 43 516 508 391 338 2539 172 69 103 57 50 46 55 2367 262 157 105 90 76 2105 65 50 2040 2028
is_linear=0
shrinkage=0.1


Tree=275
num_leaves=31
num_cat=0
split_feature=15 12 16 13 6 5 5 17 10 6 6 18 5 17 16 5 6 5 19 16 6 10 3 18 18 5 16 17 6 10
split_gain=0.0116835 0.0598039 0.0567787 0.0481692 0.17861 0.12514 0.137256 0.107339 0.103061 0.094695 0.0533633 0.083109 0.0737416 0.113431 0.0454926 0.0411619 0.164177 0.149148 0.0643581 0.0409102 0.141557 0.0548436 0.040443 0.0388799 0.260707 0.070918 0.0892091 0.0868891 0.057854 0.0496952
threshold=37.408632939650005 255.84286977610003 22.634947069650003 117.38883580790001 16.235379337050002 22.649179082500002 21.788492303450003 198.49975298390004 65.611820673600008 15.365359009150003 16.375382608200002 13.545319032100002 22.127107789600004 202.84545261905001 15.484963789400002 20.911722254300006 16.375382608200002 20.971847224900007 12.451004585100002 22.554947256700004 16.445384243750002 61.987779113750001 87.955596195750019 13.3584252364 13.24088655595 21.955793948900006 22.624947093000003 187.28691448030003 16.435384010100005 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 14 4 5 6 7 -2 -8 22 11 -5 -13 -14 -3 -1 18 -18 -17 20 -19 -21 -9 24 25 -12 27 -27 -25 -30
right_child=3 2 -4 10 -6 -7 8 9 -10 -11 23 12 13 -15 -16 16 17 19 -20 21 -22 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.00064232671862337058 -0.056018419400868047 0.033881523493918701 0.10029559730482414 -0.039179254063184024 0.084461481176804507 -0.076732768104481597 0.10062569726716925 -0.084794667782154637 0.0017996775808684787 0.065892328358042998 0.023110871625289648 -0.018196169097266034 0.080752640021192368 -0.035970776203995115 -0.076435049558035789 0.017823102608019597 -0.10643576299619242 0.1001268626053536 -0.10981297655787879 0.0042141630587574728 0.0011782287404244187 -0.020512003985483088 0.01401782407257144 -0.023618146645056275 0.039766095286016954 -0.0028492175132271494 0.0022699449006868774 -0.042463052712444299 0.0083531527859564726 -0.0083781397174959912
leaf_weight=32.306188706854201 0.31994976778560402 0.044613305528740876 0.024505215464159846 0.82931806148659137 0.32675776461837802 0.17561558654870157 0.24695896438788623 0.081334749889720115 0.18425519663833256 0.21720316470600665 1.060469991061838 0.56741492985747755 0.23535409040050581 0.12882925874873763 0.23061730242494605 0.048522084809092259 0.14069109316915263 0.16157734358910136 0.21259286688541579 1.8286940078251066 1.3745209756901884 1.7607588461833072 0.084405911387875676 1.1797554705421456 1.8864600265552542 1.1827260349614337 5.6158494288208658 1.0410802678607636 3.6851504976584692 3.4252783965785056
leaf_count=1970 29 385 5 49 31 23 26 30 21 15 25 5 24 35 185 116 9 61 52 45 448 20 10 25 45 14 144 37 117 33
internal_value=-8.61596e-06 -0.00107451 -0.0455665 0.00179995 0.01832 0.00181865 0.0139823 -0.0132661 0.0583979 0.0224536 0.00050255 -0.0161538 0.00434372 0.0394619 -0.0585534 -0.000722021 -0.00869634 -0.0048587 -0.0860948 -0.00207052 0.0115863 -0.00791493 -0.0344729 0.00204004 0.00599781 -0.00115967 -0.00444275 -0.0213945 -0.00310952 0.000293254
internal_weight=60.6074 38.1333 0.299736 22.4742 1.63648 1.30972 1.13411 0.702894 0.431214 0.382944 20.8377 1.76092 0.931598 0.364183 0.275231 37.8335 5.52736 5.26624 0.261115 5.12555 1.5361 3.58945 0.165741 19.0768 10.7866 8.90013 7.83966 2.22381 8.29018 7.11043
internal_count=4034 3296 575 738 185 154 131 84 47 55 553 113 64 59 570 2721 751 583 168 574 509 65 40 440 265 220 195 51 175 150
is_linear=0
shrinkage=0.1


Tree=276
num_leaves=31
num_cat=0
split_feature=15 7 6 6 16 15 5 16 3 13 7 6 4 10 13 8 15 6 7 13 0 2 6 19 14 16 13 4 6 3
split_gain=0.0143329 0.141496 0.0674506 0.0623956 0.0846068 0.0386025 0.0884639 0.215673 0.0373377 0.0465545 0.0310577 0.0254499 0.0847756 0.300747 0.0871335 0.135008 0.0725424 0.0866465 0.0868616 0.0820007 0.0600021 0.0550884 0.0485381 0.0639757 0.0505447 0.0915967 0.0849368 0.0862395 0.0735587 0.14063
threshold=43.890399822900008 22.977992916200005 16.705390318750002 16.405383309150004 22.644947046300004 42.713473568600008 23.545618314050007 22.594947163200004 93.431985407450014 117.60660091645001 24.142338514450003 16.455384477450004 281.32428032805007 61.950140699950005 115.12515406205002 9.4426310644000022 33.762789462050002 16.705390318750002 22.105125139000005 115.68166489510001 85.861287312150012 155.70727190035004 16.445384243750002 14.351157895250003 285.93967426180006 22.644947046300004 117.56896250265002 288.78964636655002 13.65531905435 82.69159517635002
decision_type=2 2 2 2 2 2 2 2 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 10 11 7 -7 -5 -10 -3 22 14 -14 15 -13 17 18 21 -19 -21 -16 24 -24 -1 26 27 -26 -29 -30
right_child=1 3 -4 8 -6 6 -8 -9 9 -11 -12 12 13 -15 16 -17 -18 19 -20 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.00051604958432592378 -0.091400950361512107 -0.10468634371432986 0.0061130806335614948 0.02205712647916749 -0.0052624520697516393 -0.0055542392347471782 -0.0029069373382383896 0.088200137046775123 0.0055439025641675866 -0.020767649326707469 -0.030449917806213513 -0.091400031061400211 0.008192960562080822 -0.10592818503710473 -0.10245888400658054 0.075126068762976506 -0.0018336252969293203 -0.10346211899624869 0.10062982705917876 -0.025167939953925241 0.10041743479771913 0.093310797146135591 0.00048474979310027033 0.036631974753236367 0.073303202373188686 0.074682991654405326 -0.10222789392379864 -0.050838057160620675 0.078480650589941706 -0.0019305874434935632
leaf_weight=33.370747502853874 0.26489152367690749 0.14764395922273355 0.096875089104287326 0.89815338887274254 0.56018105140537955 0.5571068300705514 1.4625705119688062 0.43848546274239197 2.8560729896082084 0.8795545222687905 0.091145203194173519 0.22770717271634922 0.66486297336996247 0.35381149729929007 0.040112283928919079 0.061924807946070359 12.78642649962603 0.06662498206969758 0.22995566762983799 0.087878379874041457 0.067087786737829447 0.022400762063625734 1.1035304113720474 0.88013415434397746 0.20505575298056955 0.23126102774403978 0.067333961371332296 0.2094474325471295 0.26499429855903134 1.2133129907978597
leaf_count=1797 63 26 14 19 20 17 15 34 58 42 32 190 85 53 89 41 195 16 16 115 6 6 8 37 54 33 12 765 26 150
internal_value=-3.24042e-06 -0.00473215 -0.0652883 -0.00069972 -0.0265086 0.000498506 0.0127447 0.0357377 0.00375033 -0.00065116 -0.0763505 -7.86849e-05 -0.00362005 -0.0314442 -0.00153443 -0.0557959 -0.000352832 0.0364796 0.0722155 -0.0106868 0.0292003 -0.0323073 0.00129923 0.0165229 0.00045005 0.0151618 0.00813943 0.0120656 0.00462545 0.0124835
internal_weight=60.4073 5.79452 0.361767 5.43275 0.79897 54.6128 2.45816 0.995592 4.63378 3.73563 0.238789 52.1546 14.6088 1.01867 13.5901 0.289632 13.3005 0.51406 0.292469 0.221591 0.154966 0.062513 37.5458 1.98366 35.5622 2.19141 1.96014 1.89281 1.68775 1.47831
internal_count=4034 274 77 197 78 3760 66 51 119 100 58 3694 812 138 674 231 443 248 111 137 121 95 2882 45 2837 1040 1007 995 941 176
is_linear=0
shrinkage=0.1


Tree=277
num_leaves=31
num_cat=0
split_feature=13 3 10 16 7 16 16 9 16 16 2 7 19 19 9 3 9 0 16 17 0 8 10 16 9 9 2 12 4 9
split_gain=0.0119671 0.171591 0.145833 0.243926 0.108933 0.105678 0.464574 0.172685 0.222307 0.125892 0.172307 0.108415 0.104865 0.155756 0.125431 0.165218 0.0788193 0.0861616 0.127787 0.0683845 0.168785 0.067167 0.0594891 0.111419 0.103463 0.093686 0.0839631 0.0573882 0.0479857 0.080045
threshold=109.46594969745001 83.538459487450012 71.397382570300024 18.754956142750004 23.9417051038 19.974953289850003 20.404952284350003 203.36975145060003 18.964955651700002 20.844951255400005 133.20345888755003 23.051546669900002 13.751109481500002 13.651101412550002 197.02865361825005 86.272621406050021 201.61239113610003 94.114853772600014 18.124957616000003 173.77968723070003 94.047642319350018 8.4434108459500017 64.94239459915002 22.454947490600002 212.96061447425004 190.49354742400001 71.340832650850004 107.96682590455002 143.78867033265001 195.10791980860003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 27 7 -7 12 -9 10 11 -8 13 19 15 -14 -6 -18 -19 28 -21 -5 23 24 26 -24 -11 -3 -2 -30
right_child=5 2 -4 21 16 6 9 8 -10 22 -12 -13 14 -15 -16 -17 17 18 -20 20 -22 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00069577573254129687 -0.10980016287296793 -0.10603246956786623 -0.09708885724194842 -0.087455282088071865 0.090474631883090711 -0.10377656045305586 0.016649596205869099 0.038476812039159536 -0.106528797807241 -0.0055448583639401278 -0.00068050036049860125 0.095433842848655984 0.089138404280267911 -0.10543107598162778 0.10266501312143145 -0.032169234107147879 0.1005455077356279 0.065174992344126145 -0.10218730927322789 0.083506905803510723 0.0030593099848343751 -0.0099292670128091828 0.0039918661044595098 -0.00052804777947026169 -0.033849974546109246 -0.052458306995899429 0.080657508010400947 0.0065013284237955566 -0.046626259637347657 0.09986458048892774
leaf_weight=18.073962015930238 0.05263489326716797 0.081487773944302289 0.29673546286417707 0.42094156140956329 0.2240028628584696 0.42960846582718559 0.28986889323687026 0.19965507164306462 0.22473311179055599 0.15322053525596757 0.9379398828846206 0.43949743360280991 0.20981549995485682 0.10013387234539539 0.37180842086672783 0.24150636215381382 0.074057959951460361 0.082703045394737273 0.10175086114941223 0.42567379223278556 0.67334108613431454 0.15214586112415418 0.62599632458295562 33.885688070298528 0.15515881974715739 0.55434496630914509 0.43036842754008831 0.10209074924866002 0.11922052014296014 0.054284234167425893
leaf_count=1647 7 21 251 69 19 48 32 51 17 12 38 23 10 12 6 35 6 7 117 113 7 18 11 845 16 38 100 238 214 6
internal_value=-2.77055e-06 -0.00203111 -0.0341199 -0.0190413 0.022112 0.000977538 -0.000377716 0.0201957 -0.0383103 0.000807727 0.0276679 0.064123 0.0312387 0.0148267 0.0596567 0.0242256 0.0470562 0.00943368 -0.0271476 0.0239139 0.0342185 -0.0668733 -0.000443059 0.000309535 0.0387287 -0.0225198 0.0580252 -0.0434507 -0.0261655 -0.000793838
internal_weight=60.1844 19.6099 1.53592 1.23918 0.666093 40.5745 37.9017 2.67281 0.424388 37.4721 1.66731 0.729366 2.24842 1.42529 0.82313 0.451322 0.482515 0.258512 0.184454 1.32515 1.09901 0.573087 35.8048 34.6244 0.738748 1.18034 0.583589 0.183579 0.22614 0.173505
internal_count=4034 2393 746 495 408 1641 1163 478 68 1115 93 55 410 359 51 45 149 130 124 347 120 87 1022 973 128 49 112 259 227 220
is_linear=0
shrinkage=0.1


Tree=278
num_leaves=31
num_cat=0
split_feature=7 6 16 17 16 10 16 15 6 9 8 19 19 15 3 7 7 5 2 10 7 9 6 15 15 0 16 7 2 2
split_gain=0.0130283 0.0307281 0.0390664 0.0358679 0.0306811 0.0298719 0.0493552 0.0870223 0.0253311 0.0227204 0.0211462 0.0191091 0.0182924 0.0189422 0.0136065 0.04587 0.182937 0.0400398 0.14782 0.0844151 0.12273 0.0776766 0.0604373 0.0447369 0.112383 0.100503 0.0804461 0.0768806 0.0561147 0.0426178
threshold=20.861906850000004 23.145540791850003 21.094950670800003 166.55038043095001 19.314954833200002 61.622148808000013 22.794946695500006 43.030193406950012 18.305427703400003 66.346857137250012 3.6471537973500001 13.251069136700002 14.651182102100002 43.890399822900008 93.620177476600006 22.407814303000006 22.061824394000002 22.649179082500002 173.34516805710004 61.966271448700006 23.271765593750004 201.7576686733 16.545386580300001 39.883592142850006 39.296024648600003 87.278104746850019 22.604947139800004 24.054467534550003 222.71270326640004 223.66947801700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 8 -8 -5 -11 -12 14 -14 15 16 -7 23 -19 -20 -21 -22 -23 24 29 -25 27 -27 -29 -17
right_child=5 -3 -4 4 -6 12 7 -9 -10 10 11 -13 13 -15 -16 17 -18 18 19 20 21 22 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.069233140947163638 -0.10201448442868691 -0.10093267320988653 0.075904369471246388 0.067088838962963276 -0.10087676409080447 -0.073609200422445523 -0.10184573373620349 0.054622846783386428 -0.017682128177766435 -0.10042351622784369 -0.056119894490904279 0.077795282461054466 0.019869754945154132 -0.002705254393243981 -0.0037637271119889092 -0.00042308106193576382 0.084031700088092798 0.043637453133421808 0.017403458351806598 -0.06201965969359461 0.020126943431434619 -0.054958860754254227 -0.00052871656640650431 -0.02497186579357602 0.035276636667051768 0.042134141638612829 0.073671984315749853 -0.10903218658141432 0.0063462256567565992 -0.031224587401254479
leaf_weight=0.053047269137336595 0.073964412418269343 0.020212786737829447 0.10746876220218837 0.1011196085865862 0.017708942225908686 0.10537052621391652 0.074886147824145155 0.11682242422830313 0.068445680055447156 0.018157195237698431 0.017109710560987423 0.028248102328916502 0.92380785790737607 0.62190008002653485 9.1920553805667549 39.675511588693418 0.24426301279345353 0.97357217752141778 1.563492425135337 0.41470913935086207 0.84499083152039112 0.34484221156935746 0.49946762376930565 1.871333189075812 0.88387220876756956 0.16672258917242277 0.20333837391808629 0.087729753722669557 0.081138987292888487 0.45435168323938668
leaf_count=244 23 4 17 48 60 95 27 19 38 39 146 31 41 13 366 1956 49 22 26 27 21 55 5 24 14 11 24 15 33 541
internal_value=-1.71071e-06 0.0188836 0.0259472 0.00313909 0.0241936 -0.000116976 -0.0299336 -0.00944027 -0.0616548 0.0376468 -0.00922672 0.0272803 5.14408e-05 0.0107869 -0.000236614 0.000433046 0.0365228 0.000170523 0.00899902 -0.000196066 -0.0132743 -0.00130772 -0.0227597 -0.00077305 5.05044e-06 -0.0140134 0.0240377 -0.00603629 -0.0535945 -0.000771817
internal_weight=59.8497 0.363072 0.34286 0.235391 0.182344 59.4866 0.334119 0.260154 0.143332 0.164635 0.063515 0.0453578 59.1525 1.54571 57.6068 48.4147 0.349634 48.0651 4.64107 3.6675 2.10401 1.6893 0.84431 43.424 41.0137 2.41026 0.53893 0.335591 0.168869 40.1299
internal_count=4034 589 585 568 324 3445 107 84 65 264 216 177 3338 54 3284 2918 144 2774 156 134 108 81 60 2618 2511 107 83 59 48 2497
is_linear=0
shrinkage=0.1


Tree=279
num_leaves=31
num_cat=0
split_feature=18 17 17 9 3 7 17 10 13 18 12 3 13 16 7 16 3 7 13 7 17 6 9 6 16 10 7 6 15 16
split_gain=0.0116175 0.0600941 0.0596325 0.0813699 0.319157 0.0512885 0.113406 0.0467953 0.113636 0.0443958 0.135324 0.0994635 0.0432613 0.0915203 0.195533 0.0875326 0.0729535 0.0675403 0.0630377 0.0341953 0.123708 0.0692056 0.094062 0.0451792 0.259663 0.235367 0.0482381 0.0477188 0.0467522 0.039788
threshold=13.327513832500001 188.41589330430003 189.19102531915004 192.98754432855 93.281431752200021 23.109894804950002 192.20712075930001 62.025417527550012 117.63886241405002 13.077716774800001 155.06885325350001 89.356282881700011 113.97180552410002 22.604947139800004 22.444423115000003 22.514947350300002 87.162501047250018 19.716522186550005 114.07934384930002 22.938075114600004 197.01076493205002 16.605387982250004 189.78071820640002 16.525386113000007 22.594947163200004 61.923256118600001 23.150522195450005 16.565387047600002 39.540459766400012 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 9 -3 4 -4 6 -5 8 -6 12 11 -11 16 14 15 18 -1 -18 -14 20 21 22 -2 26 27 -26 28 -25 -21 -28
right_child=19 2 3 5 7 -7 -8 -9 -10 10 -12 -13 13 -15 -16 -17 17 -19 -20 23 -22 -23 -24 24 25 -27 29 -29 -30 -31
leaf_value=0.10037511072823252 0.0028409859339532132 0.030613364280842183 0.10113853487885655 -0.038118388800875591 -0.09376841114770848 0.0069537063344286658 0.014589210910305937 0.010595619901004973 0.026411584659303097 0.018827181061438096 -0.0037698266681142154 -0.096480174754961803 0.10011599999691397 -0.0022067393895712699 0.090961681275722933 -0.10432996015356494 0.025267491579933861 -0.094954830672354579 0.0013207521223790189 0.00063305086805305751 -0.099780955642874924 0.075977843817304797 -0.084439106342281356 -0.0091712473484754711 0.019201575107136562 -0.10834699728884301 -0.00078066515004780615 0.022376633800387485 0.058239981207010294 0.013666411896171708
leaf_weight=0.032591137103730961 0.64515879183630775 1.1096834171389947 0.40588710596784938 0.9404853214690545 0.16279822385865805 2.7880838819837663 0.72129265975797807 0.71243235398753768 0.15226555190747604 0.099625249858945053 1.9041129625588835 0.30031057308224263 0.07193931115386909 6.8469808327593 0.34724215896949318 0.07201742846518755 0.066127130892965624 0.1593047626691444 0.63172124192101364 0.28153865202366901 0.15961989732609538 0.096064623303391272 0.15270183840766549 1.0441123502096155 0.21346547492430534 0.44894808875960734 35.948122485462932 0.88656863843789313 0.2819864286931022 2.0130524965934447
leaf_count=3 206 31 26 40 20 25 21 35 20 7 45 74 24 178 16 6 96 161 251 26 35 27 9 14 37 25 2459 34 18 65
internal_value=7.88439e-08 0.00216411 0.00935055 0.00534 0.0260612 -0.00133469 -0.0152407 -0.00359621 -0.0356872 -0.00260747 -0.0148767 -0.0677568 0.000828244 0.00213293 0.028594 0.00067431 -0.0394715 -0.0596894 0.0114212 -0.000899217 -0.0186887 -0.00420878 -0.0138635 -0.000443405 -0.01322 -0.0672439 0.000416587 0.00531554 0.0294594 -1.45475e-05
internal_weight=59.6962 17.5249 6.99293 5.88325 1.43338 4.44986 1.66178 1.0275 0.315064 10.532 2.30405 0.399936 8.22792 7.9699 1.12292 0.775678 0.258023 0.225432 0.703661 42.1713 1.05355 0.893925 0.797861 41.1178 2.59309 0.662414 38.5247 1.93068 0.563525 37.9612
internal_count=4034 1079 218 187 101 86 61 75 40 861 126 81 735 475 297 281 260 257 275 2955 277 242 215 2678 110 62 2568 48 44 2524
is_linear=0
shrinkage=0.1


Tree=280
num_leaves=31
num_cat=0
split_feature=2 2 8 15 15 5 0 17 17 5 17 7 8 0 7 18 5 3 4 14 4 4 17 12 12 14 7 15 7 10
split_gain=0.0126258 0.0352678 0.0156839 0.0539324 0.0724927 0.0617936 0.101035 0.0174109 0.136293 0.174859 0.0612613 0.0330597 0.15732 0.0369644 0.0312092 0.0670268 0.0368955 0.126298 0.0340414 0.167843 0.0818911 0.139181 0.0517783 0.0437933 0.0517487 0.0908877 0.0795652 0.147549 0.0670956 0.0648693
threshold=49.864842700850012 54.465024697200008 8.9430209551500024 30.404760455250003 32.866677124050007 30.284449345300001 87.009258933850006 183.92349703790003 182.63036160245002 15.904541771600002 183.49170501290004 22.181995028450004 8.3434888241000014 85.495657006400009 22.381996090050006 13.043896815850003 20.971847224900007 94.031511570550009 159.10550013555002 161.40546423680004 162.53166217615004 169.14490639835003 193.50449793755004 95.360362796200008 103.54784004735002 178.66997565985002 22.747724408400003 40.309074029200012 23.225757870600003 62.025417527550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 7 -4 -5 6 -6 8 -3 -10 -11 12 13 -9 -13 16 -16 -18 22 -20 -21 -22 -17 -23 -25 28 27 29 -26 -27
right_child=1 2 3 4 5 -7 -8 11 9 10 -12 14 -14 -15 15 18 17 -19 19 20 21 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.011604009174433995 -0.022702785655463451 -9.7087668007455152e-05 -0.10113377753232816 0.06251059203337947 -0.10201893913326961 0.043582433453471889 0.017629276858996689 -0.10271545282402135 0.040522085529434662 -0.10675891947088678 -0.027883358791386637 -0.014754780972887639 0.098973314917502914 -0.00071124698441377057 0.0065343705050756127 -0.0074536542588717119 0.062743263418873596 -0.0037199541251653682 -0.086714123143723482 0.050907591599995521 -0.057895682766130434 0.025508327340286015 0.030656878548572408 -0.04235311098745978 0.009381687416769556 -0.10168281551094807 0.00027416653895882869 0.026544242139521584 0.081159392088091975 -0.0294153098854852
leaf_weight=0.92288617109716042 0.68734053679508988 6.3315519273135328 0.066416699325826722 0.12010448048749822 0.1613487885788345 0.094430098659358919 0.12545012717600912 0.060229179808913069 0.15921446875858425 0.30595033899544433 0.14520230906651932 1.2748072523063445 0.16888502845540643 0.086616788490545105 1.632604404818266 0.60180418018717208 0.57956562220351748 0.56429078224618934 0.22369977366906724 0.31527892930262069 0.41473730860161495 0.67892475037660815 0.87459102377761155 0.28776894439943035 0.29127614753087883 0.24240255262702604 41.267155688520994 0.27585182648527962 0.23554412357043475 0.25473960161571085
leaf_count=45 37 1127 42 23 62 16 13 25 40 36 31 45 13 60 13 14 26 15 16 13 30 12 53 33 32 8 2074 33 13 34
internal_value=-1.35705e-06 -0.000184354 8.32408e-05 -0.0164557 -0.00523751 -0.0265812 -0.049683 0.000247193 -0.00444757 -0.0495766 -0.081373 0.000894722 0.0331518 -0.0425485 0.000691093 0.00109508 0.0161835 0.0299554 0.000183662 -0.000312107 0.000124552 -0.000239758 0.0151224 0.00030952 -8.96913e-05 0.000196026 -0.000321242 -0.0321078 0.0414739 -0.0646524
internal_weight=59.4507 58.5278 57.8404 0.56775 0.501333 0.381229 0.286799 57.2727 6.94192 0.610367 0.451153 50.3308 0.315731 0.146846 50.015 48.7402 2.77646 1.14386 45.9638 44.4874 44.2637 43.9484 1.4764 43.5337 42.8547 42.567 42.0401 0.772994 0.52682 0.497142
internal_count=4034 3989 3952 156 114 91 75 3796 1234 107 67 2562 98 85 2464 2419 54 41 2365 2298 2282 2269 67 2239 2227 2194 2149 75 45 42
is_linear=0
shrinkage=0.1


Tree=281
num_leaves=31
num_cat=0
split_feature=7 6 16 17 16 10 7 17 3 15 19 16 0 7 18 9 19 10 13 15 19 18 6 12 2 7 15 9 17 5
split_gain=0.0114166 0.0277666 0.0331841 0.0314814 0.0281049 0.0233116 0.0481806 0.0664708 0.0223652 0.0187458 0.0206647 0.017754 0.0300029 0.127316 0.02326 0.0243407 0.0765947 0.0751695 0.0972317 0.0492154 0.0421275 0.0402782 0.02602 0.0258532 0.0284244 0.0235871 0.0602969 0.0596709 0.115724 0.112491
threshold=20.861906850000004 23.145540791850003 21.094950670800003 168.59667799010003 19.314954833200002 61.622148808000013 21.725272673150005 190.94474013770002 95.346167596350014 22.820574949650005 11.650940033400003 22.714946882600003 85.667718326750006 22.444423115000003 12.794482498400003 186.68586460755003 14.551174033150001 61.93938686740001 117.62810858150002 42.713473568600008 12.651020723000002 12.920478434700001 12.05528166975 69.826413229550027 54.465024697200008 23.109894804950002 42.008841458800006 195.30595290385003 188.19076296340003 22.468249633400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 -2 8 -8 10 -5 12 13 -7 -14 16 17 -16 19 20 22 -17 -19 -23 -25 26 27 28 -26 -29
right_child=5 -3 -4 4 -6 11 7 -9 -10 -11 -12 -13 14 -15 15 21 -18 18 -20 -21 -22 23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.050891696632050724 -0.10139949027432314 -0.10085118464456287 0.073247487369373587 0.098590203046134028 -0.10073352411303316 -0.10188955641812983 0.073402477454758225 -0.078267322015117602 -0.0023877001042441333 0.066655627405855164 -0.069576408575926799 0.0099577831409269329 0.037471567087049018 0.00025393916485721464 0.10080325842086718 -0.029493553287224791 0.085701177474378928 -0.10100036938306843 -0.10521267545144766 0.077873715944250022 0.0053072661305606792 0.019323798194819837 0.055884308250237075 -0.020964545918680459 -0.0096914760475280987 0.00050192387542375479 -0.024391329141714206 -0.043259854040982475 0.027341748566555454 0.0047653696732942626
leaf_weight=0.071568460580748616 0.068624392177816129 0.018474591430276632 0.099208960309624672 0.010465577427481776 0.014824455192638197 0.15193303450872875 0.071194103233665373 0.083947600780447829 0.085930333923897706 0.098590930658247089 0.024212768908014937 1.7495015051390499 0.16516499905117044 0.61998675177957807 0.080206641927361377 0.47910014342050899 0.12292188068386156 0.058318665991359153 0.081228891387581714 0.091517654502240364 2.8220979182964641 0.65845167636871238 0.012912453216785025 0.67754463234450568 1.8699600806576193 44.009582110406825 1.3913221919810892 0.81885856147027913 1.5376621866598723 1.2061158164869992
leaf_count=299 32 4 17 16 57 102 6 35 34 122 74 42 13 92 4 22 23 678 3 8 215 7 49 33 26 1854 43 47 63 14
internal_value=-4.0352e-06 0.0183398 0.0252455 0.00356569 0.029883 -0.000109073 -0.0274727 -0.00642839 0.0319533 0.0444124 -0.0188254 3.55302e-05 -0.000269791 -0.0198504 -2.84963e-07 -0.000110966 0.0082617 0.00523622 0.00273624 0.00567394 0.00339022 -0.000630865 -0.072561 -0.000365803 -0.00061749 -0.00034629 -0.00581669 -0.00105961 0.00701947 -0.0146551
internal_weight=59.2514 0.337346 0.318871 0.219662 0.148094 58.9141 0.309696 0.241072 0.157124 0.133269 0.0346783 58.6044 56.8549 0.77192 56.083 55.9178 3.2692 3.14628 3.06608 2.98485 2.89333 52.6486 0.0712311 52.1695 51.511 50.8335 6.82392 5.4326 3.40762 2.02497
internal_count=4034 589 585 568 269 3445 107 75 40 212 90 3338 3296 194 3102 3089 980 957 953 950 942 2109 727 2087 2080 2047 193 150 89 61
is_linear=0
shrinkage=0.1


Tree=282
num_leaves=31
num_cat=0
split_feature=18 18 0 6 3 2 10 7 16 15 17 9 13 15 17 15 14 5 4 0 19 9 16 9 7 6 3 17 10 15
split_gain=0.0127464 0.0523842 0.0871096 0.114533 0.0656714 0.0789458 0.0641273 0.0322912 0.0877183 0.105785 0.0621758 0.126562 0.0740385 0.0906927 0.0816117 0.0478474 0.174476 0.0716285 0.140295 0.0964556 0.0523098 0.0476525 0.0462088 0.041761 0.0383878 0.0325024 0.0308873 0.0944352 0.0814913 0.150186
threshold=13.327513832500001 13.24088655595 86.692020874450009 16.555386813950005 93.216908757050007 184.38272419390003 62.132955852800002 23.203497038450006 22.594947163200004 44.521563843850011 190.79440939600002 188.96048214565005 114.57939706160001 30.243446395250004 194.73806315685002 45.169600924000008 325.97945060995005 21.991679690250006 264.72530087330006 86.382848189450016 14.251149826300002 204.99169312540002 22.654947022900004 185.44496129890004 24.054467534550003 16.525386113000007 93.281431752200021 190.38166638035003 62.084563606450011 33.005488016050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 4 -3 6 -6 8 9 10 11 23 13 14 -12 17 -17 19 -19 -9 -20 -22 -23 -2 -18 -21 -1 28 -28 -30
right_child=7 2 -4 -5 5 -7 -8 15 -10 -11 12 -13 -14 -15 -16 16 24 18 20 25 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0078280760146651942 0.02061004256591099 0.10183665946690773 -0.0071018097040392207 0.0065974607918794824 -0.055865085599246689 0.07490210277082808 0.041978472018258446 -0.04061692011004233 -0.054707293114979794 0.084919152154594085 -0.10156186066248074 0.10180050520990294 -0.0060316047760541544 -0.094514274960420655 0.090813669422004806 -0.097054862004497311 0.013649390940253914 0.043383694158116104 0.026226323718340799 6.7833677021909088e-05 -0.016365854663861614 0.025928514333571462 -0.013079887929913381 -0.10525537191202383 -0.020604448973370777 -0.020290034730620563 0.00057766168215459067 -0.051414421727421056 0.05750005045787996 -0.086789364133182931
leaf_weight=3.5245923783124935 0.05111607035381327 0.22805534023791496 1.1850274376374725 1.0948886154219506 0.11795367173181148 0.28568967332142847 0.15502028923947364 0.60832971439231087 0.40408070724916445 0.12643595108420402 0.034414674526544675 0.13530075036965172 1.292617922183126 0.22441756766056642 0.061389237104634731 0.2340188110138105 0.66093529127374473 1.0961666143175524 0.72222067241395427 32.038781037375799 1.4575891641434284 0.75218646542634793 0.50928315007877245 0.054431252181529999 0.64787977870582836 0.80392076083808106 9.857377998104548 0.3877910253661988 0.099061314221331354 0.26541793471301389
leaf_count=91 200 7 24 6 13 13 31 9 33 10 22 12 35 24 32 43 17 23 40 2279 36 28 30 2 51 29 694 37 119 44
internal_value=-4.15649e-06 0.00228804 0.0141356 0.0275109 0.0566164 0.0381567 -0.000300311 -0.000944807 -0.0122468 -0.00358191 -0.00961837 0.0377749 -0.0166957 -0.0597427 0.0217085 -0.000263166 -0.0175265 0.000437954 0.012228 -0.0011613 0.00230386 -0.00405029 0.01018 -0.0442993 -0.00330669 -0.000430484 -0.000282468 -0.00297684 -0.00113924 -0.0475731
internal_weight=59.1164 17.2009 3.06664 1.88161 0.786719 0.558664 0.272974 41.9155 2.3842 1.98012 1.85369 0.240848 1.61284 0.320221 0.0958039 39.5313 1.54283 37.9885 4.53745 33.451 3.44128 2.71906 1.26147 0.105547 1.30882 32.8427 14.1342 10.6096 10.2219 0.364479
internal_count=4034 1079 94 70 64 57 44 2955 370 337 327 214 113 78 54 2585 111 2474 157 2317 134 94 58 202 68 2308 985 894 857 163
is_linear=0
shrinkage=0.1


Tree=283
num_leaves=31
num_cat=0
split_feature=19 13 13 5 9 13 10 15 9 9 7 6 16 15 2 2 9 7 18 3 5 5 3 15 17 6 12 6 2 14
split_gain=0.0120094 0.0587889 0.122622 0.10549 0.0762271 0.0627866 0.0571947 0.0613436 0.0554937 0.065644 0.0584986 0.0597481 0.0575591 0.0561027 0.0374416 0.102628 0.0284926 0.064874 0.135775 0.032494 0.133626 0.202508 0.193653 0.0560595 0.102962 0.115002 0.124036 0.0993859 0.208059 0.0964038
threshold=14.451165964200003 115.12515406205002 116.86189801435002 21.072048321250005 196.64273721640004 117.45067034490002 62.391047833300007 38.884669609800007 192.39832633775004 180.51130933560003 22.870118039000001 16.485385178400005 22.824946625350005 45.560261772200008 90.745765132650021 167.50942450365002 195.94564826430005 22.792619241600004 13.036600629150001 93.394346993650018 22.387336278850004 20.603398083600002 93.69276584615001 35.83914456115 187.61467154115005 14.955349429350003 97.388883832800005 16.435384010100005 182.48209946165005 177.36626049935003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 4 3 -3 -2 6 7 -4 9 -7 12 13 -10 -12 -11 -16 19 18 -18 23 21 -21 -22 24 -1 26 -26 28 -25 -28
right_child=1 2 5 -5 -6 8 -8 -9 10 14 11 -13 -14 -15 15 -17 17 -19 -20 20 22 -23 -24 27 25 -27 29 -29 -30 -31
leaf_value=0.0014175380036413774 0.0086787654452894283 0.10057958092069562 -0.090793573310036915 0.007226450533879776 -0.077892984649247904 0.0038902499774876296 -0.001805375659222661 -0.011821635566981185 -0.054028003611067313 0.013454188557202016 0.03474047528455363 -0.0035467964779961232 -0.0037563188201570879 -0.0040952484287858125 0.097603697006545559 0.0095764927178601227 0.082234906222592455 0.00054806856938757482 -0.039255548883948964 0.040334506588626098 -0.078227013439143817 -0.085074621602876085 0.0017607914389714359 0.067419583506643857 -0.10280307529358756 -0.068787094465402529 0.098808138626505074 -0.0048199632446056309 -0.0026414513909827743 -0.010370936056470888
leaf_weight=4.7485951439939349 0.20681071374565263 0.24214058229699631 0.1958981266943719 0.24204748179181479 0.20013265672605485 1.1377425032551398 0.58338847570121288 0.19755334399087587 0.35702462107383315 0.31783508346416045 1.011893997863808 2.9414591728700543 0.62902313847007463 0.5882133925666152 0.28589520111563616 0.24675765450223253 0.26868958957857003 33.074354805762709 0.13987826058473729 0.17411967785872562 0.32766505307517935 0.49427291984806843 3.9685089579407062 0.72078541642986227 0.13901708277262548 0.4701044823095798 0.085921345395035931 2.5134561941958964 1.0289863079087807 1.3770806273631793
leaf_count=549 17 21 30 32 23 18 8 15 28 29 40 76 44 43 20 22 46 1441 18 10 23 103 581 91 19 38 3 32 15 599
internal_value=-1.73907e-06 0.00327844 0.00496368 0.053912 -0.0338968 0.00217302 -0.021677 -0.0511415 0.00527282 0.0196003 0.000119383 0.00491285 -0.0219585 0.0204641 0.0406163 0.0568241 -0.000623174 0.0010373 0.0406411 -0.00408751 -0.0108109 -0.0524049 -0.0043398 -0.00107604 -0.00669857 -0.0252979 -0.0125362 0.00791941 0.0262189 -0.00395891
internal_weight=58.9153 9.38382 8.97687 0.484188 0.406943 8.49268 0.97684 0.393451 7.51584 1.98823 5.52761 4.54157 0.986048 1.60011 0.850488 0.532653 49.5314 33.4829 0.408568 16.0485 4.96457 0.668393 4.29617 11.0839 6.82072 2.07212 1.60202 4.26323 1.74977 1.463
internal_count=4034 466 426 53 40 373 53 45 320 89 231 159 72 83 71 42 3568 1505 64 2063 717 113 604 1346 1208 659 621 138 106 602
is_linear=0
shrinkage=0.1


Tree=284
num_leaves=31
num_cat=0
split_feature=16 15 15 18 19 15 2 19 9 16 18 16 2 13 5 7 7 15 4 5 2 16 19 16 18 9 13 7 13 16
split_gain=0.0117161 0.0742142 0.235156 0.173665 0.0909449 0.0839604 0.0703996 0.0911032 0.0541236 0.0529633 0.0520965 0.0529911 0.0483673 0.0672693 0.0459011 0.0356483 0.0634023 0.0313845 0.0843951 0.0303959 0.028261 0.0280069 0.183621 0.0411614 0.0262648 0.0242592 0.0230108 0.224108 0.258446 0.0831521
threshold=18.684956306450005 28.626568391100005 28.343014915050002 14.053554955550002 12.851036860900001 24.273602154900001 192.44078413960003 13.251069136700002 182.80199813410005 18.734956189500004 14.444150028100003 18.594956516900002 186.79363985910004 102.94912718925001 14.711207928400002 23.549545123900007 22.649177329550003 27.063546193350003 170.06818406760001 9.1983704482500013 145.31340866805002 15.584963555600002 12.551012654050002 15.484963789400002 16.345897915850003 219.96883426190004 109.49014582065001 25.225775578450001 107.38508310450001 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 2 4 -3 12 8 -5 -8 19 -2 11 -7 15 14 24 16 20 18 -11 -6 -1 23 -23 -17 -14 -26 27 28 -19 -28
right_child=9 3 -4 6 5 10 7 -9 -10 17 -12 -13 13 -15 -16 21 -18 26 -20 -21 -22 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.10022925767061552 0.02802437624896726 0.04072699561210185 0.09843362452054015 -0.10231626418138684 -0.10088115622128016 -0.10451593225572048 -0.10050301488893608 0.082001898955201047 -0.10216573874460151 0.069354161884299645 -0.0073264662381268691 -0.0016823289216319867 -0.10080542344002508 0.078831471714823798 -0.10056296411218622 -0.0022334237227120616 0.09908010733468503 3.3397352994148316e-07 0.00039368369716450503 0.044699805361568937 0.039135542625972936 0.051966384645271847 -0.091511221054006747 0.021873951809131514 0.071147385092846585 -0.10043407794270072 0.021494637628638704 0.0030035770932631519 -0.10229621543507549 -0.00021811931716115781
leaf_weight=0.030614229122131742 0.70071823040780046 0.19022145447525041 0.23319054097373815 0.28083901621801033 0.020478943168540265 0.11967767654118677 0.053827848891046415 0.055607977345516701 0.19767735824598276 0.24161762276707932 1.3029491805485802 0.086207536736765178 0.013801421988191787 0.18152720257873511 0.042541530664543359 8.5118853516459243 0.092679736696823056 0.51271680637000727 0.66840893453604622 0.047857616769736211 0.027730784883885917 0.15890754237011684 0.20333259936478498 0.77253701345762316 0.064990623368879952 0.009436650349869069 1.8527312814549066 4.7930742929675034 0.47649937772803241 36.735414326660901
leaf_count=246 29 32 13 129 54 134 97 26 124 22 100 5 80 52 108 681 25 11 82 57 85 12 45 13 333 65 101 39 99 1135
internal_value=-4.9972e-07 -0.00268932 -0.00101611 -0.0376181 -0.0029674 -0.0238453 -0.0758038 -0.00776621 -0.0756448 0.000742066 -0.0147129 -0.0614578 0.000697806 0.0394395 -0.0152421 -0.000537069 0.0476712 0.00031987 0.0187031 0.00107244 -0.0339906 -0.0012918 -0.0285705 -0.0002275 0.0258974 0.0493925 -5.71655e-05 -0.00594013 -0.0492753 0.000824375
internal_weight=58.6797 12.6985 12.118 0.580496 11.8848 1.77485 0.390275 0.109436 0.266014 45.9812 1.50883 0.205885 10.11 0.312297 0.13077 9.79769 0.151025 45.2805 0.910027 0.0683366 0.058345 9.64666 0.36224 9.28442 0.0882287 0.0744273 44.3704 5.78229 0.989216 38.5881
internal_count=4034 2516 2232 284 2219 474 252 123 235 1518 239 139 1745 638 586 1107 356 1489 104 111 331 751 57 694 478 398 1385 149 110 1236
is_linear=0
shrinkage=0.1


Tree=285
num_leaves=31
num_cat=0
split_feature=18 2 4 6 6 16 19 8 0 0 6 5 0 15 13 13 8 9 17 10 5 5 3 6 14 13 16 16 15 10
split_gain=0.0109519 0.0464532 0.0525394 0.0654788 0.0535655 0.0252027 0.0416926 0.0424244 0.0331472 0.0167203 0.159229 0.124493 0.109698 0.0838446 0.0916094 0.0674296 0.0650774 0.0455557 0.0429667 0.0355214 0.0169821 0.0330248 0.0286885 0.0273935 0.0742396 0.063591 0.0620381 0.140847 0.0838598 0.10502
threshold=16.587089536200001 123.74733359145002 237.14380148740003 13.865323961050001 13.715320456250003 17.684958644900004 11.750948102400001 7.1444245619500011 102.11570516885001 98.142164052000012 12.26528657645 16.078966488550005 102.03236296680001 24.006097767650004 102.50284313960002 101.53768667075001 2.1483234697000007 217.73656073310005 194.73806315685002 75.634392583900009 16.569990495050003 16.903404623850005 82.69159517635002 14.745344522600002 273.54171774295008 109.96062599345002 19.199955102150003 18.684956306450005 29.329759478700002 71.015621515800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 5 6 8 -8 -4 11 -11 13 17 14 15 18 -15 -12 -1 20 -13 -22 -23 24 -24 -26 27 28 29 -25
right_child=1 2 3 -5 -6 -7 7 -9 -10 10 12 19 -14 16 -16 -17 -18 -19 -20 -21 21 22 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.049498619277564944 -0.10070255320859396 0.097027295718399006 0.066217575403819923 -0.10126513726725567 0.10062893191571509 0.06618802511091712 0.067922113792992109 -0.10041017584725814 0.0012407067276567112 0.00020199111899562271 -0.10186596227769018 0.0093645672375146771 0.029761471278509272 0.052048949472200713 0.09365895323970877 -0.10352268894270161 -0.10121630028452427 -0.011658659737552757 0.098640138028662588 -0.022736501955122897 -0.01054036700763831 0.012372794196335546 -0.0033036932325260144 0.035268101317644955 -0.1039874247051787 -0.018620811898831063 0.00025138831048102366 0.066872033104855774 -0.051082448830724582 -0.10451677325032219
leaf_weight=0.030065934781666637 0.036321492338557304 0.071438077768107178 0.091987887979485095 0.051757242392341141 0.066675847396254539 0.066388717904374062 0.019227672750396607 0.06764611456833336 0.53587898189911698 4.3929860136066585 0.30888472660444666 1.9145152435812622 0.10566883927822346 0.051075138783261309 0.32973461032452178 0.045481267573450168 0.060544229566403374 0.068376108814845793 0.05613440515946877 0.68883961836769358 2.9251523154425731 1.9231062957597078 7.1077699583369158 0.47356344929252603 0.13414102780195936 0.24968469975283369 35.813670820235899 0.46025429505061766 0.24676212202257375 0.060627331959494768
leaf_count=37 143 10 17 20 4 23 82 98 465 457 91 31 33 57 20 15 21 20 22 22 52 29 313 386 135 34 1250 61 73 13
internal_value=-6.51093e-06 0.0103303 0.0144836 0.00792848 0.0145946 0.00725084 0.00177646 -0.0631534 0.0107604 -0.000187765 -0.00578964 0.000331803 -0.0602927 0.0466873 0.0655008 -0.00500799 -0.0310847 -0.0855165 0.0469706 -0.000179049 0.000123791 -0.000234377 0.000414361 -0.000101894 -0.00561699 -0.0484551 0.00101312 0.0229922 -0.00286842 0.0194034
internal_weight=58.4544 1.00732 0.971001 0.899562 0.847805 0.781129 0.714741 0.0868738 0.627867 57.447 4.87592 52.5711 0.48293 0.573036 0.461416 0.131682 0.111619 0.377261 0.0862003 51.9981 51.3092 49.3947 46.4696 44.5465 7.4916 0.383826 37.0549 1.24121 0.780953 0.534191
internal_count=4034 862 719 709 689 685 662 180 482 3172 601 2571 144 172 94 74 78 111 59 2399 2377 2346 2294 2265 482 169 1783 533 472 399
is_linear=0
shrinkage=0.1


Tree=286
num_leaves=31
num_cat=0
split_feature=19 2 9 14 6 18 18 16 7 2 12 15 7 2 7 12 18 13 0 6 9 0 0 18 2 8 0 15 19 19
split_gain=0.0106313 0.0193828 0.0137042 0.052953 0.0290943 0.0456395 0.0264329 0.0231451 0.0256061 0.0154818 0.0808119 0.059046 0.0519029 0.096691 0.0600696 0.0402653 0.0353241 0.0999891 0.0999896 0.199741 0.0777835 0.0796084 0.0759165 0.069339 0.0415047 0.067782 0.0384957 0.0512039 0.0359215 0.038329
threshold=14.651182102100002 156.81164617195003 223.29399794390005 251.06749909625003 16.475384944750001 15.681876268450003 17.399600107550004 17.684958644900004 27.538543100800002 173.34516805710004 199.78749241660003 24.191310790650004 22.907491544400003 180.77806029485001 19.078733418100004 196.95882362420002 15.504699510200002 116.19247193985002 90.407470010750018 14.935348962050002 197.63955579655001 94.985914206850012 98.911063077300014 17.399600107550004 209.01099100540003 7.7439566930000003 88.17067284620002 36.124429763000009 14.251149826300002 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 9 -4 5 -5 -7 8 -8 15 11 -11 13 -12 -15 -1 17 18 -14 20 21 -20 24 -24 -18 -26 27 -19 -29 -30
right_child=1 -3 3 4 -6 6 7 -9 -10 10 12 -13 16 14 -16 -17 22 26 19 -21 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=8.3300140446358731e-05 -0.0045745659307844062 0.017841291109811495 -0.075844903573375103 0.089229263185102034 -0.028301200835306847 -0.072273325716812928 0.10017133248440285 0.10024928427400236 -0.10027667828170794 0.01328247327070671 0.040865938434095458 -0.10657779555698819 -0.10154647206610873 0.02701412167364612 -0.10265143955236163 0.018484011119345858 0.08510626077811756 -0.029837395027563419 -0.10419314597522883 0.063995181887173111 -0.10352282174866696 0.073711025022554236 -0.10104043469380042 0.037116890591474418 0.099920376437631062 -0.063872423623275096 0.020320959050027308 0.01021466054697838 -0.0065486221986738999 0.010073075104864019
leaf_weight=40.765690966143573 0.68168157514446537 0.88857979319072911 0.049072751937273007 0.1360143434976635 0.055372439936036244 0.033856125015518046 0.010044744238257408 0.029786223021801561 0.017434010763906826 0.060473112267657281 0.098989988182437538 0.12829150477955409 0.18851298052203169 0.04433899876541858 0.18395976679904891 1.2249545861268405 0.18360095460548187 0.61604164617892543 0.041746914452716055 0.19143812160473317 0.19742172624728482 0.063278626543365135 0.072842812060752493 0.072466189611848364 0.044004328175219598 0.059329873297429003 0.84537627140525806 2.5494651164108282 7.0369274297495092 1.7279907722663095
leaf_count=2306 35 42 16 18 17 24 2 14 90 91 10 22 19 68 163 15 23 33 43 22 108 36 184 279 13 37 36 39 122 107
internal_value=-6.54287e-06 0.00811012 -0.000231214 0.020039 0.0366945 0.0525395 -0.00222645 0.0391866 -0.0270037 -0.00035039 -0.00317904 -0.0681791 -0.00231606 -0.0416777 -0.0774685 0.000620087 -0.00138861 -0.00229236 -0.039588 -0.0159388 -0.0665341 0.00299537 0.0267502 -0.0321408 0.0565737 0.00587788 -0.000300279 -0.00176148 -0.000232808 -0.00327168
internal_weight=58.299 1.57026 56.7287 0.331581 0.282508 0.227135 0.0911211 0.057265 0.0274788 56.3971 14.4065 0.188765 14.2177 0.327289 0.228299 41.9906 13.8904 13.4582 0.682398 0.493885 0.302447 0.105026 0.432244 0.145309 0.286935 0.103334 12.7758 11.9304 11.3144 8.76492
internal_count=4034 77 3957 181 165 148 130 106 92 3776 1455 113 1342 241 231 2321 1101 565 228 209 187 79 536 463 73 50 337 301 268 229
is_linear=0
shrinkage=0.1


Tree=287
num_leaves=31
num_cat=0
split_feature=18 17 17 3 0 0 0 9 17 18 12 2 13 16 7 13 18 8 0 15 17 17 5 15 15 7 6 8 7 10
split_gain=0.0101696 0.0480817 0.0511254 0.055172 0.124606 0.0576225 0.0568636 0.059552 0.12276 0.0337628 0.102924 0.0994207 0.0433105 0.0746235 0.159941 0.0747232 0.0618196 0.0430221 0.0349079 0.032889 0.0319707 0.0297778 0.0323614 0.049575 0.198718 0.034582 0.0289915 0.0276252 0.0269982 0.0895604
threshold=13.327513832500001 188.41589330430003 189.19102531915004 93.281431752200021 86.692020874450009 86.054856297550018 85.995710218650018 187.94830913940004 192.94032447935004 13.077716774800001 155.06885325350001 97.254132369200008 113.97180552410002 22.604947139800004 22.444423115000003 116.60649449195002 12.909082926650003 8.543332867800002 89.813320763900023 40.042228346200012 179.56144807225004 187.51563899930002 20.305669781650003 41.29990759910001 35.965617804200001 22.356277907050004 18.145423964950002 5.9453602998000008 23.203497038450006 61.907125369850007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 4 -4 6 7 -5 19 12 11 -11 16 14 15 18 17 27 20 -9 26 22 -15 24 -24 -26 -14 -1 29 -2
right_child=28 2 3 5 -6 -7 -8 8 -10 10 -12 -13 13 21 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.04038164534707589 0.078614200676149271 0.028936250653305101 0.044649056542707261 0.014659259436709569 -0.00074724821660536553 -0.028162822438029186 0.028184665154645218 -0.035518894953231954 0.0027390650682506666 0.0030081762807834538 -0.0037357706758287357 -0.10452170368074964 0.041186915796918078 0.014725557267707008 0.088482952288700789 -0.083836662684687188 0.077145250062354065 -0.10567307361087248 0.00058906250057978336 -0.1031033162529236 0.10039910492174434 0.0090457569395290659 -0.0010043289554386911 -0.0011248750821660108 -0.047843088329569718 -0.10623426509358912 -0.10198217659498619 0.10019884345895867 -0.00023572007863299486 -0.015736162867409097
leaf_weight=0.065471075005534618 0.10545449695513243 1.0463980046660015 0.94084382429719005 0.72781319231722885 1.692050583893433 0.75921888754237432 0.66768826032057393 0.12023776641581208 0.58376677711407865 0.14201195532223154 1.882282166205641 0.21794174403112265 0.069923835447752714 0.65739844305790018 0.30035955270113845 0.089009048403113411 0.036602846763258867 0.10988968005403876 0.50197672098875046 0.17949378688621209 0.077468234580010176 1.8280019060691755 1.0745907134987644 2.7360628641743006 0.17234749963972706 0.24648514968066593 0.017730468648892383 0.017772918828995898 38.89156070125685 2.1887148519734581
leaf_count=224 16 31 27 35 24 35 8 13 12 9 45 72 52 10 16 146 22 5 2 33 7 31 29 56 36 16 74 9 2585 354
internal_value=-8.88966e-06 0.00205193 0.00862673 0.00487934 0.0154748 -0.00430256 0.00364617 -0.00652198 -0.0239708 -0.00225979 -0.0131049 -0.0620981 0.000779452 0.00204445 0.0267492 0.00222583 -0.0420118 -0.0645946 0.0137089 -0.0759917 0.0535935 -0.00184241 -0.00591527 -0.00912351 -0.0237776 -0.0822066 0.0122271 -0.0103672 -0.000857561 -0.0113992
internal_weight=58.1466 16.9608 6.71751 5.67111 2.63289 3.03822 2.279 1.61131 0.883498 10.2433 2.24224 0.359954 8.00109 7.77135 1.05647 0.756108 0.229737 0.193134 0.667099 0.299732 0.165123 6.71489 4.88688 4.22949 1.49342 0.418833 0.0876543 0.083244 41.1857 2.29417
internal_count=4034 1079 218 187 51 136 101 93 58 861 126 81 735 475 297 281 260 238 135 46 133 178 147 137 81 52 126 233 2955 370
is_linear=0
shrinkage=0.1


Tree=288
num_leaves=31
num_cat=0
split_feature=6 6 6 13 16 0 0 0 10 16 0 19 9 2 18 3 9 8 19 6 9 16 17 9 18 15 6 2 9 9
split_gain=0.0113037 0.0297249 0.0801963 0.141255 0.0469434 0.110515 0.125808 0.109979 0.078002 0.328456 0.269512 0.223786 0.0656565 0.0484661 0.0483986 0.0329318 0.145624 0.0715418 0.0319045 0.0409546 0.0458866 0.0285413 0.0912687 0.122184 0.0799587 0.19459 0.122165 0.0506312 0.0818209 0.159151
threshold=16.465384711100004 14.745344522600002 14.545339849550002 109.96062599345002 19.199955102150003 92.313586825200005 94.047642319350018 94.625660817400004 66.590419433100024 19.974953289850003 90.407470010750018 13.751109481500002 188.96048214565005 128.12657635055004 14.266702464150002 83.538459487450012 199.38481636575003 8.543332867800002 13.451085274650001 14.415336812050002 49.235310305400013 22.624947093000003 195.76335783930003 199.68228938305 13.565177112500001 46.074827201850006 16.305380972600002 133.20345888755003 198.74336288960004 191.29995577870002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 15 -4 5 12 13 -8 10 11 21 -10 -3 -7 -12 -1 18 -18 19 20 -17 22 27 -24 26 -26 -23 28 29 -6
right_child=-2 4 3 -5 8 6 7 -9 9 -11 14 -13 -14 -15 -16 16 17 -19 -20 -21 -22 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00057586141636212088 -0.0020602594408543271 0.028424766436508112 -0.10202782905940898 0.064653507259931686 0.0071674481859777279 0.090795315843414368 -0.06153824689300115 0.039357580078413924 -0.023922557435168804 -0.085435648415661258 0.10076747878752881 0.050055289898510262 -0.1051186760455992 0.029820800095456602 0.043172409953812822 0.065190166945705494 -0.093659447681540067 0.012158893088630891 -0.0053650707539044133 0.09782350009717812 -0.067240343978989189 -0.031476484754708704 -0.06125894457160428 -0.0060347913316368918 0.07557073744774033 -0.0096759963272643676 0.012129127959142411 -0.0011819625429093797 -0.016468707550598264 0.067603584385984156
leaf_weight=18.283453049397803 18.362880075161584 0.059191253936772936 0.1883283400285326 0.069644813891500235 1.4332689831498999 0.34178614616394043 0.18977724001979368 0.25081593451614026 1.0054606402482016 0.50905749294906844 0.28981338907033283 0.68920376291498531 0.097390238253865391 0.21073429303942248 0.29382316931150854 0.052598092507338268 0.28412399200260541 0.082425753120332956 2.0933285591381718 0.070721051539294422 0.052062090099084912 0.84423684759531292 0.50008742073674772 2.0147096936489106 0.53493797068949767 0.53615140251349658 2.6885078624852667 4.7071885599569612 0.5983389657922088 0.6260562993120401
leaf_count=1639 963 66 204 6 44 30 36 28 34 55 16 23 6 25 25 98 96 15 45 5 125 30 35 59 55 12 79 79 6 95
internal_value=-9.53033e-06 0.000941478 -0.00161387 -0.057029 0.00387916 0.0234451 0.035756 -0.0041014 0.00257669 -0.0149958 0.00514684 0.00616352 -0.0546363 0.0675393 0.0717721 -0.000930479 -0.0113815 -0.0698642 -0.00193258 0.0390372 -0.000685976 0.00246206 -0.000568263 -0.0170166 0.00896503 0.0328991 0.00170849 0.00504816 0.0160828 0.0255407
internal_weight=57.9601 39.5972 21.1767 0.257973 18.4205 1.1497 0.993114 0.440593 17.2708 2.20372 15.0671 1.69466 0.156581 0.55252 0.583637 20.9187 2.63526 0.36655 2.26871 0.175381 0.10466 14.4835 9.87965 2.5148 4.60383 1.07109 3.53274 7.36485 2.65766 2.05933
internal_count=4034 3071 2233 210 838 191 119 64 647 112 535 57 72 55 41 2023 384 111 273 228 223 494 318 94 176 67 109 224 145 139
is_linear=0
shrinkage=0.1


Tree=289
num_leaves=31
num_cat=0
split_feature=19 17 6 17 13 10 15 10 13 5 0 6 6 3 0 9 9 16 7 6 3 3 3 7 5 15 7 12 17 4
split_gain=0.0107872 0.0497591 0.0594768 0.0907499 0.0489223 0.0585486 0.0395835 0.0379209 0.0620829 0.0396358 0.047587 0.0258379 0.0389027 0.105975 0.0503276 0.0410598 0.122969 0.093087 0.0676203 0.0294524 0.139925 0.185871 0.064249 0.0872749 0.0645954 0.151839 0.13264 0.0619945 0.0481686 0.0544058
threshold=14.451165964200003 204.12988953870004 16.415383542800004 212.37354083175003 116.86189801435002 64.665483411650015 36.742238227650013 62.057679025150001 117.57433941890001 21.043187000650004 85.995710218650018 16.465384711100004 16.505385645700006 93.69276584615001 86.565663342300013 194.56033515110002 200.95377551580003 22.624947093000003 19.078733418100004 16.235379337050002 92.324340657750014 88.931506497100017 91.867302775550016 23.549545123900007 21.336111252450003 42.493282152450007 22.649177329550003 142.87155597255003 190.94474013770002 267.94697827110002
decision_type=2 2 2 2 2 2 2 2 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 4 3 -3 5 -2 -4 8 -6 -10 -11 19 13 -13 15 17 -17 18 -14 22 21 -21 24 27 -1 26 -26 -24 29 -22
right_child=1 2 6 -5 7 -7 -8 -9 9 10 -12 12 14 -15 -16 16 -18 -19 -20 20 28 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0011783952241553924 0.063720901809047395 -0.093369544865915477 -0.029572300483448777 0.018574974604694719 0.047580373333850713 -0.002829280216197644 0.058219917953080749 -0.0054484296056902908 -0.014500244047061151 0.00029418932862002002 0.023307167049398808 -0.038259150409875264 0.0073719168789709568 0.0053325742562461212 -0.013118577867864956 0.040804055982768234 -0.0018672048332522848 -0.00039826046494824868 -0.10391080306334972 -0.016657306023733203 0.0042015280691965742 0.085830827893951217 -0.10137713525357882 -0.10594612132188359 -0.043460680749869293 -0.074459080899548113 0.085205792044271325 0.052879450866656887 -0.0044464471910782774 0.033748319193536755
leaf_weight=25.909900647651462 0.29818418595823182 0.20566920892451968 0.10093656777462456 0.11177255114307627 0.37599263577925324 0.23747897613793612 0.10455664765322581 3.2053045144835437 0.82713688653893758 2.1977193419008363 1.5200180129613725 1.1167845095624209 0.084352141638928901 1.1139918205963111 2.8822916011595225 0.96545475209859466 2.2474774975962646 3.906686762151935 0.15482926984145706 0.28504865639842947 2.817406562655377 0.46664154331665486 0.036370342571287462 0.13564501752142633 0.10244610659822129 0.1077231351609953 0.36765449372208536 0.091847070108912021 4.9459427497023967 0.80019484325515566
leaf_count=2298 30 42 29 19 30 17 11 91 22 144 31 31 207 35 54 23 66 62 232 20 84 42 84 15 37 28 55 61 112 22
internal_value=-5.8623e-06 0.00313673 -0.0268192 -0.0539534 0.00494524 0.0342168 0.0150971 0.00301571 0.00852899 0.00529831 0.00970318 -0.000600521 -0.00452401 -0.0164906 -0.00191738 0.0024699 0.0109551 -0.00410589 -0.0646647 0.000756217 0.00559888 0.0469663 -0.000930058 -0.0500312 -0.000440927 0.0326275 0.0571663 0.0091228 0.00196773 0.0107371
internal_weight=57.7235 9.18477 0.522935 0.317442 8.66183 0.535663 0.205493 8.12617 4.92087 4.54487 3.71774 48.5387 12.4719 2.23078 10.2411 7.3588 3.21293 4.14587 0.239181 36.0668 9.31523 0.75169 26.7516 0.263862 26.4877 0.577824 0.470101 0.128217 8.56354 3.6176
internal_count=4034 466 101 61 365 47 40 318 227 197 175 3568 710 66 644 590 89 501 439 2858 280 62 2578 160 2418 120 92 145 218 106
is_linear=0
shrinkage=0.1


Tree=290
num_leaves=31
num_cat=0
split_feature=15 4 5 17 2 3 7 19 7 15 5 16 7 7 17 15 7 7 13 17 6 8 7 2 3 13 7 18 12 16
split_gain=0.0107908 0.0902122 0.108623 0.0299934 0.0793327 0.0540314 0.0344968 0.034089 0.0269008 0.0252752 0.0667018 0.171606 0.0212647 0.0643528 0.0466024 0.0322517 0.0501882 0.0287147 0.0265219 0.040699 0.0198091 0.0298068 0.0243498 0.024113 0.0199074 0.018595 0.0181572 0.0230333 0.0178675 0.117321
threshold=43.890399822900008 270.14719820550005 24.367802910700004 193.96328872865004 229.44804549725004 93.620177476600006 23.271765593750004 14.351157895250003 24.225158517200004 42.713473568600008 23.545618314050007 22.594947163200004 22.105125139000005 21.147833206800005 188.41589330430003 30.604459195950003 21.725272673150005 22.233191240750003 105.33378955095002 177.64087306825002 23.145540791850003 10.441851282850001 19.716522186550005 319.18044405035005 108.56262776565002 120.87576600310001 22.381996090050006 12.885811969150001 248.60872946435003 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 6 5 -5 7 -3 -6 12 11 -11 13 18 15 16 -15 -14 -1 20 21 22 23 24 -20 -26 -19 -28 -29 -30
right_child=1 3 -4 4 8 -7 -8 -9 -10 10 -12 -13 17 14 -16 -17 -18 26 19 -21 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=-0.061387146624542699 -0.10466771130293405 -0.02294609941278615 0.021188577560797599 -0.10491917282690832 0.010576558050460823 -0.013321836862525516 0.014071147210108829 0.0050247315687612128 -0.017399989197018878 -0.0031301556552649798 -0.0028930954406954979 0.085308213621011944 0.019343846922134575 -0.10141949343212296 0.036126950915722093 -0.094071747955825152 0.098787499496252054 -0.016015519205725273 0.048153330549228518 0.0964163186414983 -0.10077038286678158 0.096686933251668883 -0.079285769044387763 -0.10019152601631508 -0.10025187528243924 0.06084448397487642 -0.03478338553105359 0.00049176995030082097 -0.033775597532156552 0.088488818191568452
leaf_weight=0.044715674405863548 0.18529080745588444 0.70040435324597217 0.10886742116099413 0.14106772525701661 0.71702639700981741 0.11849243874166859 1.7362202637596054 1.1529705390452702 0.66011700644594384 0.55895074296722613 1.4380727473762815 0.3611859658267349 0.77081223032700918 0.025483626615688593 0.046582662656007301 0.17457522909853651 0.024615858934851076 0.70724787781648402 0.10278984845490413 0.057917132946897709 0.017094876151531935 0.03426613599731354 0.035516724013973544 0.01679952429185505 0.02015029041751859 0.011118821261334233 0.1882586235033078 46.77034136676933 0.54959119414202362 0.09155739369452931
leaf_count=101 27 29 35 11 41 34 16 33 48 17 15 34 41 58 33 31 16 42 70 35 4 12 260 36 151 14 14 2168 573 35
internal_value=-1.66311e-06 -0.00420552 -0.0580885 -0.00117276 -0.0123917 -0.0631039 0.00394263 -0.00554566 -0.00283366 0.000444221 0.0105597 0.031585 -3.58506e-05 -0.0185668 -0.0549018 -0.0737751 -0.00304988 0.000195089 0.0103904 0.0212463 0.00293341 0.0109682 -0.00479169 0.0127465 0.0268993 -0.0429685 -0.000110459 0.000125862 0.000264478 -0.016316
internal_weight=57.5681 5.52046 0.294158 5.2263 1.6367 0.25956 3.5896 1.85337 1.37714 52.0476 2.35821 0.920137 49.6894 0.611626 0.271257 0.224675 0.0500995 49.0778 0.340369 0.295653 0.237736 0.220641 0.186375 0.150858 0.134059 0.0312691 48.307 47.5997 47.4115 0.641149
internal_count=4034 274 62 212 134 45 78 62 89 3760 66 51 3694 821 138 105 74 2873 683 582 547 543 531 271 235 165 2832 2790 2776 608
is_linear=0
shrinkage=0.1


Tree=291
num_leaves=31
num_cat=0
split_feature=5 5 19 15 19 17 17 3 5 6 7 15 2 15 10 6 5 5 6 5 9 12 5 9 10 15 15 5 10 3
split_gain=0.0102162 0.0475991 0.0406196 0.0377529 0.0239422 0.0199604 0.0221124 0.012452 0.150057 0.0941056 0.0895901 0.178402 0.067254 0.0426135 0.0307753 0.0142939 0.013361 0.0281576 0.0409829 0.0276606 0.102427 0.0653379 0.0408529 0.0566599 0.0528982 0.0406407 0.161164 0.128779 0.129433 0.14867
threshold=13.154029769200003 12.290720980000001 12.350996516100002 20.123524217100002 13.351077205700003 194.73806315685002 182.50770257345002 81.105404879350019 16.078966488550005 12.350288562550002 25.987500066900001 23.292710050100002 128.12657635055004 17.155819993400005 75.634392583900009 11.865277230300002 16.569990495050003 16.903404623850005 14.060328517350003 17.679107616400003 202.37225149245003 90.84682862195001 18.331264779650002 197.55459634620004 68.20618276945001 31.385732506450001 31.025894238900005 18.553574773300003 66.590419433100024 89.256809930900019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 12 15 -11 13 -9 -12 16 -2 -10 18 -18 20 21 -19 23 24 -21 26 27 -24 29 -29
right_child=7 2 4 5 -6 -7 -8 8 14 10 11 -13 -14 -15 -16 -17 17 19 -20 22 -22 -23 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10064411973063921 -0.0025572088061823158 0.092124046244733582 -0.10049171715945265 0.022540864639424146 0.044232451821552637 0.050023980487657674 -0.10051371111489248 0.086090586760451338 0.0083353602165326338 -0.096572015617882367 -8.8535842133339481e-05 0.080415193892783815 0.01539948952558555 -0.10179551119013924 -0.020707299187444711 0.012793134019565179 0.0058430896746414574 0.01130342800084439 -0.018708453834856 -0.092004918778056499 -0.0050922353533530999 0.056566928410234252 0.069767898147459859 -0.0066350938752324385 -0.013309069153664595 -0.00015040619645959627 0.087343442411855488 0.10067489161291823 -0.066753208748423304 -0.0085053707557036472
leaf_weight=0.042594623105577933 4.1752380412636745 0.106193821620721 0.020585055863193702 0.032939817299691754 0.025705012429170893 0.059466429092736917 0.026232243469877403 0.28583880959194985 1.903053693982655 0.20449735282332415 0.058617453061742708 0.12695494741637958 0.25432948084721829 0.13860051809388096 0.71988097291656927 0.70973341426952163 1.0731599182527127 0.72892830637283557 1.8553662561462259 0.1600508121773595 1.9699509271886197 0.56695761729497463 0.24141626235904823 2.4606873607071975 0.18316862512392618 37.756817348114225 0.26443532869507169 0.14676865799583516 0.30470633237297307 0.83018009199939868
leaf_count=791 226 35 20 23 31 121 103 13 32 91 15 21 39 47 29 37 11 16 41 12 38 31 28 91 30 1294 24 11 124 609
internal_value=-2.46225e-06 0.017994 0.0580479 -0.0198865 -0.020126 0.00910783 -0.0320119 -0.000101304 0.000376448 -0.00466432 -0.0447419 -0.012046 0.0528068 -0.071566 -0.000177073 -0.00032697 0.000115902 -0.000206332 -0.00971153 0.000403923 0.00927143 0.0311065 -0.000279927 -0.0119441 -0.0500067 0.000547126 0.0152808 0.00276934 -0.0098507 0.00789696
internal_weight=57.4331 0.313717 0.152484 0.161233 0.0462901 0.118638 0.0591721 57.1193 51.7057 5.41364 0.52867 0.324173 0.540168 0.197218 51.1655 4.88497 50.4456 48.5426 2.92853 45.6141 3.26584 1.29589 42.3482 2.80391 0.343219 39.5443 1.78751 1.52307 1.28166 0.976949
internal_count=4034 1124 86 1038 51 247 126 2910 2473 437 174 83 52 62 2421 263 2392 2360 52 2308 85 47 2223 133 42 2090 796 772 744 620
is_linear=0
shrinkage=0.1


Tree=292
num_leaves=31
num_cat=0
split_feature=2 2 8 7 0 9 4 8 14 18 17 17 17 5 18 10 10 0 17 7 18 18 9 19 10 2 13 16 7 2
split_gain=0.011942 0.0229063 0.0141396 0.0546312 0.0545128 0.0362456 0.0371468 0.0146263 0.0236202 0.0219233 0.0215939 0.0191029 0.126184 0.178017 0.0409414 0.0429084 0.0265037 0.0377806 0.0685943 0.187881 0.030968 0.0358308 0.0338886 0.024797 0.0456708 0.0591686 0.0522181 0.0996623 0.0515424 0.10714
threshold=49.864842700850012 54.465024697200008 8.9430209551500024 22.649177329550003 87.009258933850006 212.35746315350005 168.01744813895002 8.7431769115000026 156.61564208075004 13.754580103150001 189.19102531915004 183.92349703790003 182.63036160245002 15.904541771600002 12.867440043550003 61.853356207250009 61.987779113750001 86.565663342300013 190.25644477395002 23.514778597300005 13.077716774800001 13.112573650350003 185.90443620030001 14.451165964200003 62.057679025150001 106.79778736115001 117.45067034490002 22.634947069650003 22.996658327800002 144.59935509355003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 8 -3 10 -9 12 -10 -14 -13 -16 17 18 -17 -20 22 -22 -18 -23 28 -26 27 -27 -25 -30
right_child=1 2 3 4 -6 6 -8 9 11 -11 -12 14 13 -15 15 16 20 -19 19 -21 21 23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.011657018166850872 -0.018507392466405852 0.026031671715510199 -0.052038753433992085 -0.10205702703007867 -0.012864908057590078 0.095110512389214391 -0.0040015409666819823 0.0094275603647952337 -0.0013981188234532709 0.016282306863180752 -0.0097551942741328224 0.049603259625589098 0.038768665479147625 -0.093306374692596589 0.038890731099579863 -0.0035214471697667831 0.0011358555813681451 0.0033526888970963689 -0.081647454563694266 0.0013268949521800955 -0.046396713599735101 -0.00071817527222077071 0.026567241488543981 -0.00029656900010823742 0.024661860355219244 -0.062079604925168758 0.0046041044544489259 4.8733377991716428e-05 0.0072358338421054658 0.076178543624644671
leaf_weight=0.86558961967875703 0.67370034387567912 0.33989729813788372 0.04757234119824616 0.10384752365825989 0.2014568302220141 0.079570619547666865 0.072062776845314147 1.2451211463494471 5.5357983464339275 1.3738127818869541 1.1099458131711797 0.16772448847405641 0.1447944934681259 0.34570439480771142 0.28343256214536339 2.4796221254874804 1.1645684783288737 2.4191706297351629 0.46853697342658029 0.65354787556498195 0.16471296804098656 31.183481565826668 0.9525717496544529 0.67046569832967751 0.79265390615910325 0.41329209965442737 1.72562506188558 0.68803589866729453 0.53824402554892004 0.38783250460483032
leaf_count=45 37 39 37 35 39 17 28 18 1101 41 27 13 40 61 41 39 26 36 39 16 17 1993 42 17 39 35 33 26 4 53
internal_value=3.01257e-07 -0.000178513 4.29663e-05 -0.0166222 -0.0432031 0.0241159 0.0480082 0.000195146 -0.000242587 0.00624304 0.000386706 -0.00041708 -0.00570543 -0.054318 0.000288716 0.000104852 -0.000141067 -0.00631283 -0.0128049 -0.0333198 0.000819585 0.000138736 0.0125783 0.000349314 0.00673104 0.000516575 -0.00625356 -0.023266 0.0208202 0.0361084
internal_weight=57.2924 56.4268 55.7531 0.50451 0.305304 0.199206 0.151633 55.2486 51.5197 3.72888 2.35507 51.1798 6.0263 0.490499 45.1535 44.9858 44.7024 6.02088 3.60171 1.12208 38.6815 36.5643 2.11714 36.3996 5.21615 3.61961 2.82695 1.10133 1.59654 0.926077
internal_count=4034 3989 3952 156 74 82 45 3796 3710 86 45 3671 1202 101 2469 2456 2415 130 94 55 2285 2217 68 2200 207 133 94 61 74 57
is_linear=0
shrinkage=0.1


Tree=293
num_leaves=31
num_cat=0
split_feature=2 2 9 8 5 0 19 2 17 2 12 12 14 16 8 8 7 12 15 7 12 17 18 5 5 6 17 17 12 17
split_gain=0.0097362 0.0187005 0.0225598 0.014672 0.0426829 0.0589183 0.0345618 0.0154912 0.0420753 0.0355752 0.0208542 0.0387776 0.0210406 0.0636159 0.0886706 0.0991947 0.0757224 0.029002 0.0659799 0.136513 0.0574283 0.0524436 0.0496345 0.0742574 0.131583 0.0341584 0.0320051 0.141615 0.0489678 0.0412569
threshold=49.864842700850012 60.327272492300004 201.14010537530001 8.9430209551500024 30.284449345300001 87.278104746850019 14.651182102100002 63.548891378550003 194.73806315685002 67.858768990950011 94.328280857900012 92.218642671200016 165.09063850220002 22.654947022900004 8.3434888241000014 8.2435668022500028 22.407814303000006 114.64361763410001 30.404760455250003 22.620600126450004 115.75959681050001 195.92600399440002 14.420596409350003 17.679107616400003 18.331264779650002 14.335334942800001 183.35201426355002 182.50770257345002 124.10890780100002 166.55038043095001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 7 5 6 -5 8 -3 -9 11 -11 13 14 15 16 -12 18 22 -20 -19 -21 23 -14 -25 -24 27 28 -22 -30
right_child=1 3 -4 4 -6 -7 -8 9 -10 10 12 -13 17 -15 -16 -17 -18 20 19 21 26 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=0.010552975745365421 -0.021837496510112169 -0.0029211836762363481 0.003483168164274976 -0.10175384095254221 0.045287998130461894 0.0084582909749470591 -0.010195668972075465 -0.019204473876211506 0.027564289434212186 0.0014266998799876182 -0.062186146603720238 0.049275540189833496 0.086973054579147377 0.00010568449953422419 0.072682300571998232 -0.10287168957973954 0.10044377578200087 0.058318539950601926 -0.00018164439064701583 -0.10424087048563663 -0.10663993583491399 -0.030721629765633404 -0.0016241078862272757 -0.07310149767119721 0.091117872904667274 -0.02549490208206321 0.0010860340243922918 -0.098079151576739076 -0.078314689705671292 0.00023657824115093929
leaf_weight=0.86079694081444458 0.85105788724012998 1.1411712826848077 0.59990487691175076 0.12634425632268076 0.08666431182064116 0.17788902930260519 0.061199860130727757 0.95086752619385961 0.75045810098526988 0.53810713492000317 0.044468159618645031 0.24716684750251261 0.15140168550487842 1.6610942907864226 0.32134077930822968 0.075181844644248486 0.080384339671581984 0.17178395714029093 0.6146306885520969 0.24366424448089674 0.045694682516636109 0.16122633742634207 4.7230015791641904 0.11887115272656956 0.082764078216428061 0.68661335463502826 39.078940089127592 0.17214238421091455 0.068916377795830264 2.2447843512266665
leaf_count=45 43 39 40 80 16 34 19 28 31 38 40 25 15 21 14 7 23 27 15 25 98 23 178 11 55 25 2254 43 264 458
internal_value=-1.77957e-06 -0.00016322 -0.0113686 0.000133325 -0.017807 -0.0327703 -0.0718764 0.000282489 0.00917319 -3.79556e-05 0.000315703 0.0164872 6.54599e-05 0.00967072 0.0401448 -0.0121243 0.0425206 -0.000366197 -0.00643169 -0.0298812 0.000618365 -0.0749657 -0.00228303 0.034046 -0.0056953 -0.0046539 0.000380157 -0.0105164 -0.00412774 -0.00210317
internal_weight=57.1385 56.2777 1.45096 54.8268 0.452097 0.365433 0.187544 54.3747 1.89163 52.483 51.5322 0.785274 50.7469 2.18247 0.521375 0.200034 0.124852 48.5644 6.78217 1.01952 41.7823 0.404891 5.76265 0.353037 0.201635 5.40961 41.6105 2.53154 2.3594 2.3137
internal_count=4034 3989 83 3906 149 133 99 3757 70 3687 3659 63 3596 105 84 70 63 3491 347 63 3144 48 284 81 66 203 3117 863 820 722
is_linear=0
shrinkage=0.1


Tree=294
num_leaves=31
num_cat=0
split_feature=5 3 10 16 3 18 10 9 8 9 2 6 17 16 6 6 3 0 16 16 7 7 2 18 14 9 16 5 5 6
split_gain=0.0100373 0.0522217 0.0416895 0.0332004 0.0347498 0.0297285 0.0225686 0.0529727 0.0694813 0.0209033 0.0237494 0.0174181 0.0217472 0.0136659 0.0140682 0.0232233 0.0372803 0.120404 0.0581766 0.0775761 0.0378709 0.0856754 0.0337013 0.167769 0.0760914 0.128469 0.0757712 0.0601715 0.131063 0.0615367
threshold=25.767562150000003 92.913112988300014 61.778079379550007 23.344945409400005 101.34142922725002 11.862896247150001 61.622148808000013 191.29995577870002 8.3434888241000014 64.765169068750012 49.864842700850012 16.495385412050002 177.64087306825002 22.764946765650006 16.465384711100004 16.445384243750002 93.620177476600006 85.812895065800021 22.614947116400003 22.584947186600004 22.620600126450004 22.444423115000003 188.47750099235003 13.342238590850002 274.43194657740008 214.65508306360002 22.654947022900004 22.53967987815 21.955793948900006 13.65531905435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 9 7 8 -1 -6 -11 -7 -13 14 15 16 20 18 19 -18 21 -8 24 -24 -22 -26 27 28 29 -25
right_child=1 2 -4 -5 5 11 13 -9 -10 10 -12 12 -14 -15 -16 -17 17 -19 -20 -21 22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.074406759512109899 0.098400238537258738 0.085107991824798904 -0.08356054012954181 -0.10065979743311976 -0.10023427917820654 0.074458554596622248 0.0074113133659494609 -0.10112353775403148 0.066003788373135974 -0.1008393721899345 0.062091702797732407 -0.10071867459415217 0.072545503332598529 0.014311197774354613 -0.0025629157598755226 0.0091168258244842121 -0.0049326812812372327 -0.10284914310958866 -0.044556224293942646 0.084459397458003627 -0.00039849565893480474 0.091928938698046414 0.10199450332322074 -0.048926029544058003 -0.066738580173523479 0.079763563065534393 0.065454574319686792 -0.016357700235392139 0.097322923577999654 0.0087911826202635972
leaf_weight=0.063722373540889943 0.064221060532928642 0.07062115463486407 0.050733328691698887 0.022675933229038492 0.010703621289394505 0.0092854806034097237 0.73041889430901008 0.073795097417132638 0.078854208812117577 0.0098897218704223633 0.093783973261025722 0.046333481603369364 0.0085866177486195738 0.66039826604537566 16.942881237278016 3.1532122681169303 0.56020401545789045 0.14513251421158202 0.26697490673632274 0.11743001343029391 28.820969925350543 0.14350337384237832 0.18336391821503539 0.20029148599480429 0.36274141699735096 0.071685292193251371 0.19328702019993205 1.2994999334624848 0.16093736751281529 2.376677206342265
leaf_count=53 17 26 130 12 14 10 193 48 12 2 172 102 28 15 409 78 104 19 31 17 1375 31 4 640 172 27 40 70 21 162
internal_value=-3.49431e-06 0.0160499 -0.000343178 0.0151853 0.0257265 0.00224389 -0.0001132 -0.0323477 0.00324949 0.032813 0.0465493 -0.0522126 -0.0736293 1.04863e-05 -0.000158979 0.000891123 0.000163222 -0.0180478 -0.00501862 0.0105584 0.000737725 0.0212896 0.000204281 0.00834924 -0.00102463 -0.0425641 0.00429053 0.00136236 0.00977288 0.00430519
internal_weight=56.9928 0.386834 0.322613 0.27188 0.249204 0.178583 56.606 0.216372 0.142577 0.114377 0.103674 0.0642056 0.0549201 56.3896 55.7292 38.7863 35.6331 1.08974 0.944609 0.677634 34.5434 0.873922 33.6695 4.41406 29.2554 0.434427 4.23069 4.03741 2.73791 2.57697
internal_count=4034 513 496 366 354 328 3521 113 65 188 174 140 130 3408 3393 2984 2906 171 152 121 2735 224 2511 937 1574 199 933 893 823 802
is_linear=0
shrinkage=0.1


Tree=295
num_leaves=31
num_cat=0
split_feature=18 2 4 6 6 18 18 16 15 5 6 7 0 18 9 7 13 7 12 12 12 17 0 19 7 0 16 3 15 0
split_gain=0.0101509 0.038937 0.0461059 0.0585764 0.0453392 0.0209857 0.0297668 0.0392262 0.0242329 0.0135465 0.0701292 0.0378883 0.0197011 0.0165747 0.0169984 0.0176631 0.0135364 0.0179956 0.0119284 0.141481 0.070356 0.0679385 0.0536459 0.0448631 0.0413679 0.176254 0.155197 0.195111 0.100163 0.0828149
threshold=16.587089536200001 123.74733359145002 237.14380148740003 13.865323961050001 13.715320456250003 16.652828489350004 16.869810935650005 17.684958644900004 20.903251014350001 13.154029769200003 11.075258771650001 22.671301016600001 102.21786657775002 13.314799198000001 38.295222230400007 22.649177329550003 95.862351557400004 29.575580426850003 147.88310320375004 152.73554204000004 144.57070813310003 204.75389752000004 94.773526014550015 14.251149826300002 24.202871501750003 96.531777631850005 18.754956142750004 84.285850847650025 29.329759478700002 94.165934477050016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 4 5 -4 -7 8 16 10 11 13 18 -1 15 -15 17 -8 20 23 24 22 -22 -20 -11 26 27 -26 -29 -30
right_child=1 2 3 -5 -6 6 7 -9 -10 12 -12 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.050768849247003672 -0.10057630150943349 0.09641711582885254 0.098719637695983409 -0.10117046478527075 0.10051786530386447 -0.10076752811826475 -0.1005169928442174 0.096623386661790864 -0.10021568373946479 0.0037038450011318697 0.093149239706445494 -0.10067170229065905 -0.018754442620573908 -0.10021857636008653 0.08679946504176364 0.099470310996280439 0.0092872581048163688 0.058958651343887537 -0.092604614131561486 -0.0006458391626569008 0.021929889216883824 0.0056374703396256153 0.097434813974616966 -0.024430865791250304 -0.10285737735943622 -0.0003167961306692392 -0.092886150707727669 0.073630213065750599 0.10046708013485467 -0.10131946869088718
leaf_weight=0.025371931144021143 0.030663939996076972 0.063164707567921141 0.024481892256062565 0.04657242723442323 0.056547782383859158 0.025862506585895062 0.024780146619587384 0.047090425759051868 0.022347725126444118 15.270957783513493 0.088233211049100646 0.042054656810606161 0.57070891594281548 0.012448104824613893 0.036550665104186919 0.0068764614916290148 0.59514216309980839 0.0099038057522164991 0.21066115625149251 29.272015127639101 0.18036339181855865 0.52291171438992023 0.19674476046338896 0.17816736558597768 0.14939311938360234 8.4169595799239669 0.40457162811071612 0.21900419592566323 0.02798672579228878 0.074426916093216278
leaf_count=10 143 10 8 20 4 41 279 21 73 926 21 281 69 54 20 2 32 231 35 1325 39 5 9 12 18 186 66 21 2 71
internal_value=-4.32463e-07 0.0102687 0.0139798 0.00787334 0.0141729 0.00765935 0.00458495 0.00848145 0.00211713 -0.0001743 0.0250837 -0.0236231 -0.000270233 0.0162584 0.0466942 -0.0291612 0.00574814 -0.0549796 -7.88631e-05 -0.00144183 0.00150879 0.0289694 0.0613223 -0.0613663 0.000502607 -0.00475828 -0.0474639 -0.00843228 0.0354559 -0.046177
internal_weight=56.853 0.946558 0.915894 0.852729 0.806156 0.749609 0.725127 0.699264 0.652174 55.9064 0.211535 0.123302 55.6949 0.0812472 0.0558752 0.0193246 0.629826 0.034684 55.1242 29.6608 25.4633 0.90002 0.377108 0.388829 24.5633 9.29234 0.875383 0.470811 0.321418 0.102414
internal_count=4034 862 719 709 689 685 677 636 615 3172 388 367 2784 86 76 56 542 510 2715 1372 1343 53 48 47 1290 364 178 112 94 73
is_linear=0
shrinkage=0.1


Tree=296
num_leaves=31
num_cat=0
split_feature=5 3 10 16 3 18 15 19 6 17 8 4 18 6 9 9 5 15 7 16 10 13 15 4 15 2 5 9 19 5
split_gain=0.00875814 0.0472989 0.0362965 0.0296962 0.0305356 0.0261949 0.0170726 0.0233433 0.0155232 0.0196444 0.0150064 0.0763344 0.0555883 0.03814 0.0127694 0.0481782 0.0312449 0.0407177 0.0219702 0.0148552 0.0131077 0.0197824 0.0242964 0.0246279 0.0126761 0.038947 0.104666 0.031294 0.0329771 0.027393
threshold=25.767562150000003 92.913112988300014 61.778079379550007 23.344945409400005 101.34142922725002 11.862896247150001 35.098844929350008 13.851117550450002 16.495385412050002 177.64087306825002 8.9430209551500024 168.01744813895002 14.266702464150002 18.080422446150003 179.18874144770004 177.77223095870002 23.314013922700003 32.393814985100008 22.671301016600001 22.764946765650006 64.94239459915002 105.33378955095002 23.378903124350003 224.82737758030004 43.890399822900008 197.87172150825003 24.218679034200004 201.14010537530001 14.651182102100002 22.649179082500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 6 7 -6 -7 -10 14 13 -13 -12 15 16 17 18 20 24 -1 22 23 -22 29 26 -26 -27 -29 -16
right_child=1 2 -4 -5 5 8 -8 -9 9 -11 11 12 -14 -15 19 -17 -18 -19 -20 -21 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.10062567932258921 0.097933850850299931 0.082503104981159855 -0.080727662960723715 -0.10059857392306495 0.034671213417194834 0.070892782518682793 0.1003478596937397 -0.10051018683006085 -0.10065047493251467 0.068835575215111036 0.082125585097393344 -0.10169372814726876 0.002100303888651955 -0.010247912050554722 -0.0003455829092083715 -0.10129880673993646 -0.1012666450416187 0.078313116133823163 -0.10033306700364919 0.014269486673394989 -0.10046078106823023 0.081765733941176699 -0.10053579740264638 0.063685887851016296 -0.080134204013275645 0.0045519266240146546 -0.0017808417957186689 -0.026725980375155962 0.0052245975029473202 0.007384560437105437
leaf_weight=0.011302020628977227 0.058380880459479978 0.065736590346205048 0.047412173959187953 0.020569636864820495 0.065946768940193579 0.0088059841647805115 0.026880966033786535 0.015842848990587299 0.042006423399811865 0.0081684767293950244 0.075897581515618096 0.12836554372370301 0.086280630893270427 0.10873283989167248 44.552397202326517 0.059285780655329745 0.027062560519667045 0.065191236899408977 0.025999240374570576 0.73479597608093072 0.012058535945485005 0.029606789475565165 0.0228696802650461 0.03777018215927086 0.24086286856595407 3.0798281722798038 0.58349311731649323 0.79584445406612736 0.54375238623470068 5.1100053294835552
leaf_count=71 17 26 130 12 150 10 3 35 102 28 15 51 22 35 1977 17 96 12 683 40 38 16 52 95 30 75 34 58 6 98
internal_value=-2.76945e-06 0.0155505 -0.000408624 0.0145864 0.0247382 0.00208844 0.0312093 0.00848625 -0.0515659 -0.0730581 -0.000102098 -0.0194199 -0.059972 0.0277248 3.58039e-05 -0.0208522 -0.000282264 0.0130621 -0.0174078 0.000145102 0.00156983 0.0128597 -0.0152026 0.0239624 -4.39213e-05 -0.0047199 -0.0246744 -0.000997796 -0.013757 0.000449809
internal_weight=56.6912 0.359751 0.30137 0.253958 0.233388 0.167651 0.108671 0.0817896 0.0589809 0.0501749 56.3314 0.399277 0.214646 0.18463 55.9321 0.291146 0.23186 0.204798 0.139606 55.641 0.113607 0.102305 0.0726984 0.0498287 54.9062 5.24378 0.824356 4.41943 1.3396 49.6624
internal_count=4034 513 496 366 354 328 188 185 140 130 3521 123 73 50 3398 1080 1063 967 955 2318 272 201 185 133 2278 203 64 139 64 2075
is_linear=0
shrinkage=0.1


Tree=297
num_leaves=31
num_cat=0
split_feature=19 13 0 9 4 7 16 14 7 2 19 0 0 6 9 16 5 6 7 18 0 10 10 5 18 8 13 19 9 16
split_gain=0.00883722 0.0247919 0.0365314 0.0125021 0.0454264 0.0219286 0.0311208 0.0122846 0.0296139 0.0847316 0.0409825 0.086757 0.0738181 0.0405137 0.112315 0.0471991 0.0596429 0.175461 0.031974 0.0243387 0.153338 0.103679 0.242678 0.201569 0.168942 0.0812391 0.0612636 0.0429599 0.0934937 0.0794993
threshold=14.651182102100002 117.61735474900001 86.565663342300013 223.29399794390005 273.85977434290004 26.637125930550003 17.684958644900004 241.71484286130001 23.109894804950002 158.13149931390004 14.251149826300002 85.925810307250018 86.103248543850015 16.525386113000007 205.22231928645002 22.654947022900004 23.545618314050007 14.955349429350003 19.078733418100004 13.975517741000003 92.313586825200005 69.563854125350005 69.999384342500022 19.327153142150006 14.266702464150002 8.2435668022500028 110.06278740240002 14.051133688400002 187.94830913940004 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=3 2 -2 7 -5 -6 -7 19 9 -9 12 -12 18 15 -15 -10 17 -17 -11 20 27 23 -23 -21 25 -24 -22 28 -1 -29
right_child=1 -3 -4 4 5 6 -8 8 13 10 11 -13 -14 14 -16 16 -18 -19 -20 21 26 22 24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.023400366531540484 -0.00089299478609813985 0.000211101462252077 0.061791068445286236 -0.030858455247624907 0.076734352959754087 -0.10028938354768933 0.054811335864360634 -0.081386779115029756 -0.0010185589320971253 0.01664134001956271 0.0017789946559874656 -0.03741203743881668 0.089002108243841735 -0.042766120360317593 0.0062860741867517824 -0.0066220277711646069 -0.0014079456191780392 0.079494743169252938 -0.10165719978409371 -0.090819172265103262 0.019162518577453689 0.084872328710360725 -0.0096030282109392535 0.0068174902799039289 -7.4409873579157497e-05 -0.10812597512751748 0.10131866173104576 0.01818633962993697 -0.081372309938630413 -0.00051363837371754407
leaf_weight=0.15882930529385397 0.18892028368645597 1.1360473396198356 0.18305984302423894 0.10597516368488769 0.11793749683238275 0.019750145253141227 0.037499687001400162 0.16343778682375232 16.267766123487924 0.058212054796286217 1.765008320293646 0.83068818259926036 0.11520402915527228 0.81158085255083179 1.0987537189648717 0.5093334773555388 1.0226681145722976 0.44183546717977151 0.037608197861690229 0.37330264830962079 0.15557165471818812 0.33077194332145055 0.13635216067677802 0.48767231800593436 14.65789951995532 0.21671034500468522 0.21789076505228877 2.8074403065725155 0.18364921955912905 11.951973717411418
leaf_count=425 21 37 19 38 29 93 21 26 1350 80 72 38 132 28 28 9 17 42 85 29 40 15 21 35 762 33 14 179 48 268
internal_value=-4.46053e-06 0.00754799 0.0299553 -0.000211233 0.0208218 0.0520844 0.00130442 -0.000319147 -0.00207164 -0.0113935 -0.00731773 -0.0107631 0.0350622 -0.000697704 -0.0145531 0.000753291 0.0153563 0.0333808 -0.0297893 0.00096001 0.00379625 -0.00174891 0.000146091 -0.0355159 -0.00172088 -0.0700766 0.0670952 0.0022309 -0.0327825 0.00304335
internal_weight=56.5894 1.50803 0.37198 55.0813 0.281162 0.175187 0.0572498 54.8002 23.1221 2.97016 2.80672 2.5957 0.211024 20.1519 1.91033 18.2416 1.97384 0.951169 0.0958203 31.6781 15.4754 16.2027 15.3417 0.860975 15.011 0.353063 0.373462 15.1019 0.342479 14.7594
internal_count=4034 77 40 3957 181 143 114 3776 1907 433 407 110 297 1474 56 1418 68 51 165 1869 974 895 831 64 816 54 54 920 473 447
is_linear=0
shrinkage=0.1


Tree=298
num_leaves=31
num_cat=0
split_feature=6 10 6 7 5 13 14 7 13 10 19 5 16 7 6 15 0 0 2 8 15 13 8 17 2 5 10 6 6 3
split_gain=0.00891532 0.021488 0.072045 0.0890081 0.157069 0.0339922 0.114508 0.077894 0.077737 0.0288119 0.0304567 0.116985 0.0277171 0.0586573 0.144935 0.0691704 0.107984 0.0273973 0.0255359 0.0212244 0.0592018 0.0239826 0.0637603 0.102765 0.0932564 0.0518434 0.0326132 0.0205958 0.0180976 0.0288152
threshold=16.465384711100004 62.025417527550012 16.525386113000007 23.729953793150003 20.872540794500004 117.60660091645001 202.41254547485002 22.105125139000005 117.63886241405002 62.020040611300011 14.351157895250003 24.279163357700003 22.514947350300002 23.822419043000004 16.705390318750002 34.139075990150012 86.256490657300006 85.861287312150012 54.465024697200008 8.7431769115000026 42.493282152450007 117.69263157665002 8.4434108459500017 187.51563899930002 122.61368745920002 22.783584484750005 61.93400995115001 17.225402468750001 16.445384243750002 93.620177476600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 5 3 4 -3 6 7 27 -7 10 11 -8 13 14 -4 16 17 18 -16 21 -21 26 23 24 25 -23 -10 -2 29 -1
right_child=1 2 12 -5 -6 8 9 -9 19 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00072238247305470113 -0.10154785380658814 -0.0087924417497221973 0.09919037918517884 -0.0024223675125873748 -0.089303547459710267 -0.029321721594100843 -0.10611800863125098 0.097673119702464298 -0.027857333305808155 0.021924749019008597 0.0047888508267127147 0.00079694156063437108 -0.0032456308190387641 -0.0074731786631736857 0.10016579054533475 0.075104064099684537 -0.10201479910320865 0.10027321426050158 -0.10127867392130388 0.0016563341624670075 0.067084280630205759 -0.029365640418474587 -0.0025214735219311951 0.085963494169299659 -0.10205422216871518 0.094245150134589797 0.0030520684868242608 0.077401417855188115 0.0081416436060166991 -0.01577396621571725
leaf_weight=34.188898271743469 0.028150012588754936 0.56271882401779239 0.2242997611215285 1.1359031686006344 0.42557018856120976 0.99193347237087426 0.12546502894838374 0.20932324510067701 0.68584509147353834 0.72780870093811234 2.6687903716401706 0.55530661133656167 4.3938954269369788 0.54493737943994347 0.0099940318614244461 0.068780518129642587 0.11589952578651719 0.045946371275931597 0.016991356987489326 0.62046949517480232 0.17796100837585982 0.062667857389897441 2.5407024639716838 0.22454556473530829 0.073615851243857833 0.073988978965189744 0.67962307427296764 0.0083362374571720466 3.1333326035841074 1.0927197651832674
leaf_count=2755 104 10 20 31 38 38 9 8 29 12 30 169 46 9 2 14 19 6 49 66 25 6 33 19 52 41 12 66 86 230
internal_value=-2.20794e-06 -0.00183872 -0.00590589 -0.021516 -0.0434616 0.00109652 0.00788721 0.0741709 -0.00369156 0.00389121 -2.72015e-05 -0.0189073 0.000211155 0.0150028 0.0404182 -0.0107541 -0.0420273 0.0533017 -0.0266738 0.00125519 0.0162395 -0.00150084 0.00353431 0.0389191 -0.0113186 0.0375599 -0.0124731 -0.0606622 0.000858296 0.000211468
internal_weight=56.4144 17.9995 7.54494 2.12419 0.988289 10.4545 4.32318 0.245809 6.13135 4.07737 3.34956 0.680772 5.42074 1.02685 0.481912 0.257612 0.188831 0.0729318 0.0269854 5.13942 0.798431 4.34099 2.97552 0.434818 0.210273 0.136657 1.36547 0.0364863 38.415 35.2816
internal_count=4034 963 244 79 48 719 398 178 321 220 208 178 165 119 110 90 76 57 51 283 91 192 151 118 99 47 41 170 3071 2985
is_linear=0
shrinkage=0.1


Tree=299
num_leaves=31
num_cat=0
split_feature=18 2 4 6 6 15 5 6 9 6 17 0 6 5 0 9 10 13 9 9 5 10 4 17 0 6 3 16 17 9
split_gain=0.00864551 0.0346909 0.041881 0.0519533 0.0426598 0.0277101 0.0126409 0.061925 0.0334495 0.0213024 0.0185984 0.0168267 0.130624 0.117529 0.090846 0.0315584 0.0239802 0.0142201 0.013335 0.0884488 0.0732813 0.0300577 0.108815 0.0381488 0.0280139 0.108448 0.0169027 0.0481544 0.0229446 0.0136382
threshold=16.587089536200001 123.74733359145002 237.14380148740003 13.865323961050001 12.165284239900002 20.123524217100002 13.154029769200003 11.075258771650001 52.553122989000009 7.0751653101000009 194.73806315685002 98.142164052000012 12.26528657645 16.078966488550005 102.03236296680001 217.73656073310005 75.634392583900009 105.94944646285002 186.68586460755003 185.90443620030001 19.925387549600003 62.116825104000007 209.52275111965002 171.92791459955001 85.732241321850012 16.555386813950005 94.421337999450017 22.824946625350005 177.64087306825002 190.16588783940003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 7 8 9 10 17 13 -13 -8 15 -14 18 -1 19 20 -15 -22 -23 -24 25 -20 -27 -28 -29 -26
right_child=1 2 3 -5 -6 -7 11 -9 -10 -11 -12 12 14 16 -16 -17 -18 -19 24 -21 21 22 23 -25 29 26 27 28 -30 -31
leaf_value=-0.10036383007416017 -0.10052250038030186 0.095524872508268105 -0.10021004886877083 -0.10105989604614818 0.059745928414888641 0.005828874152267214 0.055902316226934035 0.091711531388527681 -0.10067790153605574 0.093200971140771915 0.058730634176028099 -0.00083795505887906442 -0.10152750451659545 0.082213074295292315 0.026553968286223487 -0.020833321267801796 -0.018676255070936329 0.10013668343113993 -0.10136751876263117 0.058187333451288528 0.0011520365131350353 -0.1039126187932302 -0.10020610346460082 0.092508120209677802 -0.0076686516625581631 0.0034012174833752589 -0.10129489206994613 -0.030112776228048477 0.046884132625484153 0.00040907453497195936
leaf_weight=0.024937930564255306 0.027698072356845738 0.05766260757445707 0.025701510657777149 0.041940369281292078 0.15720829882411635 0.59880747591186889 0.37709893913847636 0.081030403458498768 0.037236125389988217 0.023917818878544495 0.017429494455640793 4.274158930463158 0.25255233333298566 0.10937066083906488 0.092974504180347139 0.059974508367304225 0.68792837655757821 0.0041219596751034251 0.13174877975182997 0.29631097029778164 3.6133618275596189 0.10758419964724186 0.012574898930324707 0.056088397020488401 2.1997066941494259 0.69184759096970083 0.064286635617918364 0.095383149455301464 0.065127852339173842 41.969856609997805
leaf_count=212 143 10 535 20 33 121 35 21 68 6 80 207 90 54 33 20 22 1 112 38 544 91 45 62 59 25 42 30 51 1224
internal_value=-3.51192e-07 0.00967288 0.0131361 0.00736822 0.0131856 0.00146487 -0.000159225 0.0256807 -0.0240252 0.016514 -0.0229399 -0.000247614 -0.00598402 0.000284188 -0.0602258 -0.0860421 -0.000134435 -0.0719241 0.000123703 0.00551694 0.00151414 -0.000814881 -0.0411399 0.0572147 -0.000376678 -0.0165325 -0.00433927 -0.0281618 0.00112897 6.79235e-06
internal_weight=56.2556 0.909018 0.88132 0.823658 0.781717 0.624509 55.3466 0.188674 0.107643 0.0704072 0.0464894 55.1579 4.67966 50.4783 0.405501 0.312527 50.1012 0.0290599 49.4132 4.19529 3.89898 3.78961 0.176247 0.0686633 45.218 1.04839 0.916645 0.224798 0.160511 44.1696
internal_count=4034 862 719 709 689 656 3172 388 367 299 293 2784 350 2434 143 110 2399 213 2377 834 796 742 198 107 1543 260 148 123 81 1283
is_linear=0
shrinkage=0.1


Tree=300
num_leaves=31
num_cat=0
split_feature=2 12 15 8 8 0 19 9 9 9 18 15 7 15 3 16 18 15 13 10 5 5 15 8 10 15 18 17 17 16
split_gain=0.00858082 0.0729924 0.0185979 0.012657 0.0407204 0.0584287 0.0260687 0.0216316 0.0105559 0.0654385 0.0694208 0.0488337 0.0427529 0.0355508 0.0409586 0.043786 0.0215662 0.0564673 0.0569384 0.0386706 0.270976 0.0727905 0.0811736 0.0324132 0.0314557 0.0492501 0.0250732 0.0177793 0.158222 0.0535642
threshold=49.864842700850012 77.955876436550014 27.201366220250005 8.9430209551500024 9.5425530862500008 87.009258933850006 14.551174033150001 226.28914430085004 214.31567825310003 211.04147598835002 15.097325840300002 21.998656772400004 24.673428656250003 24.719476717350002 81.105404879350019 9.6049775394000019 15.788786379500001 20.520114807950005 98.255079293500017 75.634392583900009 13.716117217950002 16.078966488550005 24.006097767650004 2.1483234697000007 75.271450736300025 23.292710050100002 18.563642556900003 183.92349703790003 182.63036160245002 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 -2 8 5 -5 7 -6 9 16 -11 -12 -10 14 15 -14 19 18 26 21 -21 22 24 -24 25 -3 -18 28 -23 -30
right_child=1 3 -4 4 6 -7 -8 -9 12 10 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 27 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.010087844429305243 -0.10924435635700945 -0.047805767427379575 -0.035947567432436871 -0.10156846771906597 -0.070823069651480816 -0.0032611876405987403 0.055919524221236298 0.041004032778189134 0.027633618650625955 -0.011548439289640026 -0.0069771362277218814 -0.10313571558771342 0.0926573220798865 0.0029059262505869107 0.024864485968324967 -0.089017468242060013 -0.079240873739232068 0.0033914420703808263 0.064950151891723693 0.00017136866635747525 -0.10258696435031232 -0.00054908530669091696 0.030283609539778569 -0.10109795638627235 0.10148845272641899 0.096048725608998894 0.063198716882481784 0.00085057693389974467 -0.10551897713764635 -0.019054779385010285
leaf_weight=0.83023995747816925 0.069370363224947051 0.044606235342029232 0.069099292635655729 0.10084952543456793 0.041608098006236105 0.15095269778248621 0.093778430367819965 0.029606413772853557 0.69159833964658801 1.2637068590374827 0.079783044441000928 0.156234673275776 0.014818834608206433 3.9698018064163989 0.067145485372748226 0.12661514124815199 0.045306555679741733 2.2667136575750817 0.29097826025190443 2.060765474862698 0.29312561443435914 3.9624994819245236 0.033518136503289497 0.042700671929196687 0.15943192445092791 0.05102039671055536 0.016993130490797981 38.796395532581002 0.20003072426530355 0.11163250689423876
leaf_count=45 28 44 13 48 42 30 23 12 21 67 28 46 46 144 10 144 451 158 41 184 93 686 37 19 5 9 250 1247 46 17
internal_value=-2.98295e-06 -0.000154478 -0.0726677 2.75461e-05 -0.0173327 -0.0426343 0.021281 -0.0243326 0.000159716 -0.000274188 -0.0208464 -0.0706304 0.0046035 0.000791599 -0.0394495 -0.0699824 0.000363584 0.00918718 0.046374 -0.000141659 -0.0126249 0.000535369 0.0472311 -0.0433213 0.0742908 0.028946 -0.0403884 0.000176209 -0.00594501 -0.074549
internal_weight=56.1309 55.3007 0.13847 55.1622 0.416795 0.251802 0.164993 0.0712145 54.7454 49.8754 1.49972 0.236018 4.86998 4.17838 0.208579 0.141434 48.3757 2.61999 0.353278 45.7557 2.35389 43.4018 0.331277 0.0762188 0.255059 0.0956266 0.0622997 43.0706 4.27416 0.311663
internal_count=4034 3989 41 3948 155 78 77 54 3793 3428 141 74 365 344 200 190 3287 900 742 2387 277 2110 114 56 58 53 701 1996 749 63
is_linear=0
shrinkage=0.1


Tree=301
num_leaves=31
num_cat=0
split_feature=15 18 17 4 18 5 18 17 19 7 6 7 6 12 3 7 15 12 0 16 7 17 9 16 6 2 7 7 7 15
split_gain=0.00804697 0.052207 0.122758 0.0243858 0.0214243 0.0135027 0.0837455 0.170438 0.0521964 0.0469323 0.0416506 0.0952127 0.0383968 0.0236031 0.0950397 0.0402727 0.161404 0.0341276 0.0434296 0.0318945 0.027564 0.0228032 0.0210014 0.0152372 0.0367227 0.149779 0.0153148 0.0913706 0.026106 0.0362622
threshold=45.169600924000008 13.3584252364 199.03437346465003 286.25887787650009 13.276755824150003 22.649179082500002 13.431026577400003 196.31479727660005 14.351157895250003 23.864758692950002 16.405383309150004 22.589037079550003 16.435384010100005 169.43370145865001 94.173999851450006 23.271765593750004 41.800301886400014 213.81634325035003 86.20003303655001 22.704946905950003 19.078733418100004 171.92791459955001 66.346857137250012 22.674946976100003 16.565387047600002 168.06224882620003 22.181995028450004 22.061824394000002 20.983556584300004 27.201366220250005
decision_type=2 2 2 2 2 2 2 2 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 -3 -2 23 10 -8 -9 -10 11 21 -12 14 -14 16 17 -15 22 20 -16 -7 -19 26 25 -25 27 28 29 -1
right_child=1 2 -4 -5 -6 6 7 8 9 -11 12 -13 13 15 19 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.063070229183847679 -0.0046311313062929954 -0.029954518318489848 -0.002639115609700812 -0.099332146016625156 0.012999031281224106 -0.02571761034303166 0.087554229885104418 -0.013654965158890232 0.0034335709742464742 0.073510776902167924 0.023550017024440012 -0.10305945130178887 0.06492021546056892 -0.010425121883205827 0.012499632743338615 -0.00041236084527748545 -0.098223789302059411 0.039133847469296559 0.10225300607767107 0.0017038530010088542 -0.10208443373822654 0.089251918395258215 -0.10046514169048011 -0.077975745067074081 0.0071348296234397734 0.00799434661636249 -0.00013961492507320425 0.079163752080760874 -0.077895866298574881 0.10014353779046925
leaf_weight=0.028833706790638014 1.7304890937088826 0.067699927354851641 0.71570639394877844 0.20133273157151166 1.1455720467771469 0.02869912307460154 0.34498738180204191 0.57066357460006856 0.2202197378501296 0.1688420433383726 0.66313603776143271 0.11590155713201966 0.24666402091679618 0.5811645483317992 0.033389340524706657 2.5626143097488239 0.22582763342870749 0.022739902269677259 0.065161153674125671 1.5528869924000899 0.05655085468561083 0.043250103831098841 0.020484463951277121 0.32107883796561398 0.69310993675026111 0.54944558482384309 42.746066696431853 0.14104000923339299 0.071281530162782047 0.025786625919863582
leaf_count=112 85 13 56 56 12 47 52 16 16 36 14 12 17 58 135 18 25 17 1 52 214 11 57 24 31 26 2696 29 90 6
internal_value=-8.08067e-06 -0.00441317 -0.0242862 -0.0818738 0.00239119 0.000318353 0.00423708 0.0272708 0.00560104 0.0338451 -0.000595688 -0.0469664 0.000848735 -0.00195594 0.00704092 -0.00684367 -0.0248482 -0.000817725 0.0506973 -0.00164942 -0.0595463 0.0433928 -0.0270235 -0.000343008 -0.0100399 -0.0237143 9.4982e-06 0.0238874 -0.0380353 0.0139841
internal_weight=55.9606 3.8608 0.984739 0.269033 2.87606 52.0998 7.52318 1.30471 0.959725 0.389062 6.21847 0.187851 6.03062 5.36748 1.88949 3.47799 0.915378 0.68955 0.108386 1.64283 0.0899402 0.0719492 0.0432244 44.5766 1.56363 0.870524 43.013 0.266942 0.125902 0.0546203
internal_count=4034 222 125 69 97 3812 798 120 68 52 678 70 608 594 418 176 158 133 75 401 349 58 74 3014 81 50 2933 237 208 118
is_linear=0
shrinkage=0.1


Tree=302
num_leaves=31
num_cat=0
split_feature=19 2 2 9 4 9 10 18 2 12 15 8 7 13 17 16 18 5 17 2 4 10 12 10 6 17 9 19 9 2
split_gain=0.00801268 0.0140557 0.0600069 0.01014 0.0381843 0.0217594 0.0229284 0.0297605 0.0115383 0.0453394 0.11769 0.0561427 0.0368806 0.085535 0.037768 0.0638387 0.0710545 0.0843914 0.0460772 0.06995 0.0328553 0.0284785 0.0279386 0.0264844 0.0413494 0.0241544 0.175776 0.0323732 0.0260426 0.0891153
threshold=14.651182102100002 244.78475047185003 156.81164617195003 223.29399794390005 273.85977434290004 225.10873817095003 67.300172379550006 17.482955726750003 173.34516805710004 200.88600031510001 24.191310790650004 8.0437227585500022 22.907491544400003 117.48293184245001 205.83789591070004 22.644947046300004 16.587089536200001 21.386268748550005 203.30705351230003 227.66379729560001 377.6847677435 77.742143758150021 196.95882362420002 61.901748453550006 16.535386346650004 200.11066131620001 213.27127849780001 14.451165964200003 197.90890142995002 219.24808729375005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 8 -5 -6 -7 -8 22 10 11 -10 13 20 18 16 17 -16 23 -20 -11 -18 -1 -14 25 27 -27 28 -25 -30
right_child=1 -3 -4 4 5 6 7 -9 9 12 -12 -13 14 -15 15 -17 21 -19 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=9.1406811288892131e-05 -0.0027190328735178515 -0.0058822052856959961 0.051064423886493321 -0.028826146197013253 0.08650866032654729 0.079155685880220372 -0.10076429906552227 0.052721387090099305 -0.049993761899578083 0.069151268549357575 -0.10444740760483913 0.099389930076699856 0.01762220475055824 -0.078937587611410204 -0.09755608276715319 0.10017071007280608 0.099845566509214223 0.013230213191655953 -0.01318048796281427 0.080619314668290726 -0.1001432687648733 -0.018540618024361702 0.015646946487792256 -0.0049375106353140219 -0.019604717681773 -0.08187201392779031 0.014759740490711113 0.020192899724969477 0.014907716657051807 -0.024284842612653346
leaf_weight=39.158343990458107 0.64826491866915492 0.52513301407452673 0.3050672416920861 0.10153168185661243 0.080016121790322359 0.032403168617747724 0.026845398253499297 0.02386184207801989 0.043724453304361144 0.072754286452291761 0.14204539697857399 0.059251288301311433 0.70039238113167357 0.1768318788982981 0.21900064191135804 0.034542486420832574 0.041539376987657306 0.1002258780918055 0.14809007698167498 0.17165936780980218 0.013607665436754957 0.039777100686890776 1.1896863488072984 5.4634256678537714 1.2478256434224011 0.27779595224414144 0.5839422290659968 0.81185116404469759 2.6238047364963681 0.74485276747748219
leaf_count=2306 35 9 33 38 17 15 21 90 97 105 26 4 37 54 83 16 11 39 32 54 81 157 15 317 23 72 11 35 125 76
internal_value=-8.46813e-06 0.00725515 0.0144917 -0.000206132 0.01932 0.0492866 0.0134504 -0.0285369 -0.000301716 -0.00280723 -0.0454379 0.0359602 -0.00203188 -0.039098 -0.00129331 -0.0302668 -0.0415157 -0.0627731 -0.000306437 0.0371765 0.0424763 0.0419353 0.000550071 -0.0012688 -0.00239452 -0.00035035 -0.0163911 0.00108298 -0.000673614 0.00624175
internal_weight=55.8081 1.47847 0.953332 54.3296 0.264658 0.163127 0.0831104 0.0507072 54.065 13.7169 0.245021 0.102976 13.4719 0.263194 13.2087 0.435085 0.400543 0.319227 12.7736 0.319749 0.086362 0.0813165 40.348 12.4539 11.7535 10.5057 0.861738 9.64393 8.83208 3.36866
internal_count=4034 77 68 3957 181 143 126 111 3776 1455 127 101 1328 240 1088 306 290 122 782 86 186 168 2321 696 659 636 83 553 518 201
is_linear=0
shrinkage=0.1


Tree=303
num_leaves=31
num_cat=0
split_feature=4 0 16 0 10 4 7 16 16 3 19 17 15 19 19 3 16 9 19 7 5 2 17 7 0 16 5 2 4 9
split_gain=0.00835988 0.0728682 0.0523884 0.0365068 0.0391293 0.0180367 0.0102026 0.0220343 0.0242149 0.0190587 0.0162832 0.0139784 0.0137446 0.0109334 0.0129359 0.0201757 0.059103 0.136168 0.0184601 0.111768 0.111002 0.0381283 0.11042 0.0323526 0.0303043 0.0191921 0.0562877 0.160649 0.100302 0.0887385
threshold=391.44550907720003 86.756543869550015 22.604947139800004 90.407470010750018 67.300172379550006 393.99831167250005 20.861906850000004 23.344945409400005 18.964955651700002 108.40938565220002 11.850956171350001 171.92791459955001 23.214132849600002 14.651182102100002 14.551174033150001 93.281431752200021 22.764946765650006 186.68586460755003 14.451165964200003 23.604435110900003 22.783584484750005 116.68694986600001 188.19076296340003 23.127267687200003 88.872360418250011 22.534947303500005 19.925387549600003 133.20345888755003 169.62532823300003 191.03141765810003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 7 8 10 -10 -1 -12 -13 14 18 -16 17 -17 25 21 24 22 -20 -23 -21 26 -8 28 -28 -30
right_child=1 2 -4 4 5 -7 13 -9 9 -11 11 12 -14 -15 15 16 -18 -19 19 20 -22 23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.047982363697392359 -0.090458747451377497 -0.08621008049027995 0.069330270803066044 0.10010888780547718 0.067528456823063743 -0.10021589762362022 -0.00076755258674157298 -0.1005689538448553 0.074192169994567292 -0.012168675906054643 -0.10020391479177054 -0.10020811693638215 0.07334191914321754 0.0086163733652392053 -0.00082135591795183766 0.033590663485242464 0.00078643994252751762 -0.094242548725000708 -0.00066609178895486374 -0.10269987110259715 0.049483038165827005 -0.0063158567214434665 0.06408132674193194 0.015663933946074553 -0.035968472428821008 -0.0027477027031148371 -0.043807058511581815 0.0035618142125735833 -0.011524020931851267 0.088712797643118901
leaf_weight=0.024339345202281204 0.093176829533091587 0.058027165418025106 0.098429813224356622 0.032679270138032734 0.0087854314319670834 0.023708005722220094 21.847351176789321 0.013908319408074021 0.10649238307178166 0.033621976079871274 0.026687890198672903 0.0071398770060149266 0.012645536576201266 1.4334677758888563 1.9392237417923746 0.1273679525402257 0.60376185996028653 0.24098667775589888 0.60082763608079337 0.17209331693447882 0.093085246187001758 1.256427054293795 0.46898540537222289 1.4339795641735689 0.1125650373287499 20.222649223087785 0.087750651396226398 3.8927509753522713 0.10770004793391763 0.49080890021946288
leaf_count=81 91 18 36 15 19 379 1787 5 40 77 246 27 65 68 38 31 24 34 21 34 33 45 33 28 19 363 18 201 67 91
internal_value=-8.44415e-06 -0.0162582 0.014937 -0.0285203 0.0228444 -0.0548619 8.39663e-05 0.0213428 0.0293816 0.0534689 -0.0182792 -0.0529822 0.0107137 -2.73044e-06 -0.000232816 -0.00671539 -0.0184731 -0.050041 0.000138795 0.00654011 -0.0453128 0.0117491 0.0277179 0.00539931 -0.0763117 -0.000429029 0.00134533 0.0114263 0.0560368 0.0706755
internal_weight=55.6714 0.314807 0.22163 0.1232 0.0651727 0.0324934 55.3566 0.224835 0.210927 0.140114 0.0708126 0.0464733 0.0197854 55.1318 53.6983 2.91134 0.972116 0.368355 50.787 4.13796 0.377744 3.76022 1.06981 2.69041 0.284658 46.649 26.4264 4.57901 0.68626 0.598509
internal_count=4034 558 467 431 413 398 3476 541 536 117 419 338 92 2935 2867 127 89 65 2740 213 86 127 54 73 53 2527 2164 377 176 158
is_linear=0
shrinkage=0.1


Tree=304
num_leaves=31
num_cat=0
split_feature=18 17 9 3 18 2 0 8 2 7 16 5 17 17 18 15 15 2 5 4 3 0 4 18 17 7 0 17 15 16
split_gain=0.00756857 0.0365647 0.0602768 0.213059 0.0960428 0.0399768 0.0412949 0.0316675 0.0541472 0.0289388 0.0593953 0.0678927 0.0546504 0.0429376 0.0635669 0.0804671 0.03039 0.0791553 0.0504249 0.107422 0.0573665 0.0411747 0.0320789 0.0329053 0.135246 0.0515275 0.0606656 0.02768 0.0572952 0.0387857
threshold=13.327513832500001 188.19076296340003 192.98754432855 93.281431752200021 13.077716774800001 184.38272419390003 86.256490657300006 7.943800736700001 111.23922738415001 23.203497038450006 22.594947163200004 23.730745871350006 199.20888372035003 196.70243143610003 13.455547561900003 24.545953118950006 45.169600924000008 258.06114663960005 21.991679690250006 264.72530087330006 93.281431752200021 85.995710218650018 278.75859950360007 13.405476405600002 195.92600399440002 24.081116689550004 89.415428960600011 186.57794620975002 40.042228346200012 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 27 3 -3 -5 6 -4 -6 -9 10 11 12 13 14 -2 -16 18 21 20 -20 -11 -18 -21 -24 -25 -26 -27 29 -29 -1
right_child=9 2 5 4 7 -7 -8 8 -10 16 -12 -13 -14 -15 15 -17 17 -19 19 22 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.018033120236652451 -0.0016580607605177205 0.097126705306977368 0.010867504730812431 0.054490528282932216 0.0034619588740736613 0.016178271217010529 -0.011603595857288268 0.012459527231464304 -0.070166881031507172 -0.00032958778023590675 -0.051302645215787313 0.072399592955621803 -0.067810981606871046 0.044090001716076792 0.058117189449390733 -0.10303522879095989 -0.019800818020038045 -0.0039377801097323162 0.039232726637217524 -0.018019564330942144 -0.031565657554813033 -0.10424475006832373 -0.0031563919982431233 0.094462729740218368 -0.010924433607012514 0.069928453848299321 -0.03299728418871857 -0.031122063311433374 -0.0014157785633110533 -0.0020430044004869415
leaf_weight=1.188673644805698 1.1644380477414338 0.32342258305288751 1.2903390058527295 0.29205175928433369 0.51178842090757826 1.4869620740758476 2.2331396164372563 0.13428988878149539 0.19372799295567233 31.209337648813833 0.32762355365275642 0.10665560362982507 0.14842086915573549 0.16400488237435684 0.040168935591928689 0.13551371838229898 0.10223518429256628 1.1815525302147305 1.0054731225745843 0.65013458674366154 0.59924595791380753 0.13267906603869051 1.4684778676310091 0.19878169841371096 0.68317702880321463 0.1977285996581486 0.080612481393018243 0.8959866578131862 2.357844725389441 5.0530518718287567
leaf_count=630 39 29 45 35 3 30 24 34 31 2308 33 41 32 13 165 47 36 63 23 16 9 12 7 19 15 46 31 36 47 135
internal_value=-6.76555e-06 0.00183159 0.00763186 0.0255475 0.00509405 0.00242829 -0.00337442 -0.0120841 -0.0363398 -0.000747806 -0.0122093 -0.00492874 -0.00991953 -0.00420704 -0.0101177 -0.0661886 -0.000110151 -0.0144784 0.000453729 0.0106382 -0.000918048 -0.0674946 0.00186976 0.00678867 0.0193752 0.00385176 0.0401193 -0.00211794 -0.00959581 0.00178029
internal_weight=55.5575 15.9613 6.46572 1.45528 1.13186 5.01044 3.52348 0.839806 0.328018 39.5963 2.08683 1.7592 1.65255 1.50413 1.34012 0.175683 37.5094 1.41647 36.093 4.28439 31.8086 0.234914 3.27891 2.62878 1.1603 0.961518 0.278341 9.49556 3.25383 6.24173
internal_count=4034 1079 231 132 103 99 69 68 65 2955 370 337 296 264 251 212 2585 111 2474 157 2317 48 134 118 111 92 77 848 83 765
is_linear=0
shrinkage=0.1


Tree=305
num_leaves=31
num_cat=0
split_feature=9 9 10 7 7 4 17 15 7 13 9 0 6 17 6 16 18 15 5 5 12 7 7 0 5 16 17 17 16 17
split_gain=0.00810528 0.0442603 0.0176186 0.0218494 0.0322165 0.015117 0.0154229 0.0150241 0.0230669 0.0129469 0.0113903 0.0213405 0.0978901 0.0159994 0.027319 0.0435628 0.0597338 0.0157394 0.0172921 0.047589 0.0117178 0.0612147 0.0731413 0.0454166 0.0619305 0.0848346 0.209006 0.0399861 0.0426736 0.0349792
threshold=179.18874144770004 177.77223095870002 72.378669787950017 22.356277907050004 20.861906850000004 377.6847677435 160.21442126885003 32.393814985100008 22.775216856700002 101.66942111915002 186.68586460755003 85.732241321850012 16.555386813950005 187.51563899930002 16.405383309150004 22.674946976100003 13.162733570450003 43.401366108000012 23.195398057700004 28.449653740450003 107.96682590455002 22.620600126450004 22.720542346200002 86.256490657300006 17.679107616400003 20.404952284350003 191.08747234645003 191.46721301340003 15.484963789400002 200.68028944555002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -5 -8 13 12 -12 -2 -15 16 -16 18 -14 -20 23 -22 -23 -13 27 26 -26 28 -25 -29
right_child=10 -3 -4 7 -6 -7 9 -9 -10 -11 11 20 17 14 15 -17 -18 -19 19 -21 21 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.10028345658238989 -0.00092499724692433893 -0.10110985236454371 -0.10009057657572479 0.070687059081215628 -0.083887070496107871 -0.1001215917924294 -0.10019238809728721 0.10063882175255333 -0.1003763819156593 0.034904006000438421 -0.10120506712508115 0.026950072796100594 -0.0024920306579047247 0.0014437603617859524 0.093411185267887942 0.0082091171609707768 0.0069365713566356263 0.025279454490550052 -0.10121420503435437 0.019657913944064142 -0.029327081377831493 0.044415502886203995 -0.00067100106062161239 0.0048158354644994659 -0.0028009552035206178 0.0052218521676387526 -0.10287322506893325 0.029987632750569489 -0.021804703454334873 0.00036772599479747308
leaf_weight=0.010097568108844324 2.26041198044092 0.051172295328754558 0.016694094457458064 0.021188931968367797 0.046406263298866435 0.011450166231558256 0.007494621345244922 0.034886814653873444 0.012552456517667565 0.13264373490443404 0.11588682081364143 0.73721808521076937 0.6019677389995195 1.2443157244972556 0.17454715553321865 0.59817134393961169 0.14728546963306144 0.15664916329114931 0.067234895543151652 0.063182076082739513 0.73785048956051369 0.36315834801643987 38.986875675769426 4.4559349416572314 0.62353054806590069 1.0363093891064634 0.31370646659070189 1.0647821648335591 0.69627329823561002 0.63734161260072131
leaf_count=81 49 17 744 16 158 47 22 2 42 366 112 19 32 60 15 16 32 28 68 22 19 30 1687 113 17 47 49 52 43 29
internal_value=-2.25483e-06 -0.0152913 -0.00032432 0.00569441 -0.0104426 0.0106371 0.0190785 0.0546245 0.00704811 0.027679 9.33907e-05 -0.000331601 -0.0147589 0.00495903 0.0111043 0.0241703 0.0538364 -0.00349055 -0.00964414 -0.0426562 -3.96076e-05 -0.000789999 -0.000254901 0.00310533 0.00111405 -0.0144952 -0.0362966 0.00560838 0.00121832 0.0188968
internal_weight=55.4272 0.344587 0.293415 0.276721 0.208092 0.161686 0.150236 0.0686282 0.0337414 0.140138 55.0826 50.6579 1.00492 4.42473 2.16432 0.920004 0.321833 0.889034 0.732385 0.130417 49.653 40.0879 39.35 9.5651 8.82788 1.97355 0.937237 6.85433 5.15221 1.70212
internal_count=4034 1495 1478 734 674 516 469 60 58 388 2539 2367 262 172 123 63 47 150 122 90 2105 1736 1717 369 350 113 66 237 156 81
is_linear=0
shrinkage=0.1


Tree=306
num_leaves=31
num_cat=0
split_feature=8 7 0 7 7 12 16 8 17 17 10 9 17 7 7 15 3 9 5 5 15 9 5 7 19 3 8 17 5 14
split_gain=0.00714552 0.0432683 0.0386474 0.0293596 0.0181877 0.0132972 0.00928401 0.0100362 0.0270965 0.105574 0.0424004 0.0342094 0.0255922 0.0314661 0.0349902 0.0254243 0.0250233 0.103792 0.0740216 0.0598544 0.116732 0.0584044 0.0517793 0.0469949 0.0418827 0.168708 0.0640809 0.0287595 0.0245698 0.0492944
threshold=8.9430209551500024 22.649177329550003 87.009258933850006 22.156669449150005 21.147833206800005 69.826413229550027 22.764946765650006 8.543332867800002 197.78839148195001 200.79056394860001 67.074341896550024 206.57490536735003 190.79440939600002 23.296055099200004 23.626037400350004 38.62622401090001 93.394346993650018 195.30595290385003 20.971847224900007 22.649179082500002 42.841315546000011 195.70012057590003 20.603398083600002 23.397000037200005 14.351157895250003 93.69276584615001 8.3434888241000014 194.56273294745003 22.246947245750004 137.67556691715004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 -2 7 16 12 11 15 -10 -9 -14 -15 -11 19 18 22 28 21 -21 -18 -19 25 -20 -27 -22 29 -1
right_child=1 2 -4 -5 -6 -7 -8 8 9 10 -12 -13 13 14 -16 -17 17 23 24 20 27 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.086519355722346647 -0.022083968474515863 -0.10137240497611968 -0.015072875207768125 0.069877238382503523 -0.045859929110256936 0.056498217643007775 0.011071391032407075 0.0037998011913759249 0.028495483019805447 0.024389145468321966 -0.017760332819297227 0.091088823220091236 -0.020184469880302893 0.012159560515875602 -0.01194767053634611 -0.0027371076784703501 -0.013983183947797965 -0.026563952522101315 -0.10312594763355545 0.021225130726434546 0.020784384369159182 0.09969985074157417 -0.10380833166356043 -0.10447234963075752 0.0031393932850780773 0.0018629985340503008 -0.10259681353226935 -0.0076545761278660517 -0.018178384670897427 -0.0004515549515240791
leaf_weight=0.065303708834114071 0.037110972916706397 0.074903325520608632 0.1689160909045313 0.075717104296927573 0.066008094870312561 0.051299515626851644 0.76074559133849007 6.7177153339107445 0.16049173280907725 0.82445776282111205 0.65358812783915698 0.19149998540524393 1.1629591140456343 1.1786011507574587 1.2308396357584568 0.59477955367765389 0.13663332986644228 0.16662092645805149 0.19373662630096067 0.16432211076678882 0.63183174515143015 0.22428600676357746 0.12101061013527215 0.14463308343692916 4.7263934137601211 1.2376915924374552 0.061651169850577392 0.81333889807910964 0.78526795754851164 31.892144699567719
leaf_count=6 12 35 39 22 29 40 51 105 24 44 31 16 30 18 27 27 33 15 18 36 6 12 15 27 130 589 11 53 44 2489
internal_value=-4.47204e-06 -0.0122303 -0.0415848 0.0188695 -0.00614144 0.0235127 0.000101189 -5.31298e-05 0.00240399 0.0119138 0.00331523 0.0625492 0.000163057 -0.00667565 -0.000155386 0.013021 -0.000808411 -0.00635932 -0.00364871 0.000281393 0.0178623 0.066517 -0.0561724 -0.0627663 -0.0014729 -0.0160733 -0.00309341 0.004779 -0.000703238 -0.000273834
internal_weight=55.3145 0.473955 0.243819 0.230136 0.154419 0.0884105 54.8405 54.0798 12.7149 2.42482 2.07283 0.351992 10.2901 3.5724 2.40944 1.41924 41.3649 6.78837 6.47712 34.5765 1.83378 0.388608 0.257644 0.311254 6.21947 1.49308 1.29934 1.44517 32.7427 31.9574
internal_count=4034 177 74 103 81 52 3857 3806 322 142 102 40 180 75 45 71 3484 838 796 2646 107 48 48 42 748 618 600 59 2539 2495
is_linear=0
shrinkage=0.1


Tree=307
num_leaves=31
num_cat=0
split_feature=9 17 17 18 4 15 2 8 18 10 8 0 15 13 19 15 3 15 7 9 17 9 9 5 2 12 3 7 5 5
split_gain=0.00753453 0.0304017 0.054463 0.16366 0.0456593 0.0392104 0.0684245 0.0449951 0.0507621 0.0390573 0.0210942 0.0203203 0.0184745 0.0538884 0.0806669 0.0184164 0.0332972 0.017228 0.019393 0.0154541 0.0540024 0.0749185 0.032157 0.0396208 0.0356982 0.031276 0.151755 0.167809 0.115566 0.0816992
threshold=206.75106037490002 196.31479727660005 190.11254901275001 15.625782642300001 171.27730165960003 26.583493790300004 104.38256328765002 8.3434888241000014 17.138111898250003 78.962703749400006 7.1444245619500011 97.878695155250014 34.500740167500005 108.49810477050001 14.251149826300002 32.866677124050007 85.63276837105002 37.050691080100002 26.560603234350001 199.17419511990002 195.16372169425003 200.17144541975003 204.68881850780005 21.454033346250004 210.62522394830003 122.12526081760002 92.598563387050021 24.312940751750002 17.438757606550002 17.089764221050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 -2 15 -3 6 -6 8 11 -10 -11 -8 13 -7 -15 16 -4 18 -14 -1 21 -21 23 -22 -25 -23 27 -27 29 -29
right_child=1 4 3 -5 5 12 7 -9 9 10 -12 -13 17 14 -16 -17 -18 -19 -20 20 22 25 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0010372733653392222 -0.0029085345147886418 0.040816342805722917 -0.10139648416370782 0.0029059355720319558 -0.10239786466391237 -0.0017763526805183922 -0.015457633665667611 0.054178843426159022 0.089008520850914236 0.0934900488646387 -0.10031295175395537 -0.10174186198130829 -0.024054760302768999 0.063990343272257375 0.0046782378845967197 -0.10837460083108466 -0.015619886819328844 0.0023043830989294177 0.0017755190625487649 0.035997952137357812 -0.0020371776200480119 -0.0010928310878792417 0.0073625252992628306 -0.035073383813499344 -0.0043157309008149351 0.10060379677889847 0.0013555314144068889 0.0093439332149633618 -0.052814132839712348 0.10305132783513599
leaf_weight=25.558621644373517 2.9430259139014638 0.28476105490699399 0.099743734375806414 0.5528274955413508 0.099611413570528273 2.0758977669829624 0.041262517217546701 0.08629563393810713 0.046503379126079381 0.007317817146770266 0.024152221038974631 0.080625453512766398 0.68211156144570873 0.36414723965208384 0.61922946060076356 0.16775228861843061 0.082842425690614618 1.8983975461085263 0.50648304748756345 0.87784383932194288 5.735801034722952 4.0023954107566606 2.4786229236456165 0.78230301610892616 0.72896527167176828 0.35798596774111491 3.4141463177065816 0.25542017597001632 0.18069250153712346 0.14634984359145164
leaf_count=2454 237 29 25 22 27 54 4 31 30 7 113 47 42 35 25 47 17 125 6 27 164 144 114 14 49 14 49 52 28 2
internal_value=-4.39884e-06 -0.00239201 -0.00950061 -0.0309813 0.00161883 -8.99697e-05 -0.0310156 -0.00616741 -0.0322236 0.0307869 -0.0552474 -0.0725322 0.00185107 0.00735837 0.0266417 -0.0844547 -0.0624782 -0.00360679 -0.013048 0.000567468 0.00273065 0.00820745 -0.00246974 -0.00583255 -0.0202373 0.00528825 0.0111532 0.0467222 0.0136061 0.043478
internal_weight=55.1821 10.663 3.84619 0.903166 6.8168 6.53204 0.385768 0.286157 0.199861 0.0779734 0.03147 0.121888 6.14627 3.05927 0.983377 0.350338 0.182586 3.08699 1.18859 44.5191 18.9605 9.23483 9.72569 7.24707 1.51127 8.35699 4.35459 0.940448 0.582463 0.40177
internal_count=4034 923 348 111 575 546 259 232 201 150 120 51 287 114 60 89 42 173 48 3111 657 316 341 227 63 289 145 96 82 54
is_linear=0
shrinkage=0.1


Tree=308
num_leaves=31
num_cat=0
split_feature=9 9 15 7 7 13 0 5 2 19 17 15 15 7 9 0 6 15 5 5 17 6 7 18 0 15 0 5 10 9
split_gain=0.00709937 0.038912 0.015934 0.0153004 0.0104483 0.0155616 0.0184082 0.0149916 0.0133254 0.0144082 0.0165907 0.0107391 0.0174579 0.00958922 0.00943365 0.0185591 0.086475 0.013679 0.0153756 0.0427865 0.0132338 0.0222054 0.039724 0.0606052 0.00998724 0.00977677 0.0569011 0.0385781 0.0305244 0.0113103
threshold=179.18874144770004 177.77223095870002 30.807603489900004 22.671301016600001 22.545611589100002 105.33378955095002 89.705782438650019 26.429668882900003 319.18044405035005 13.851117550450002 160.21442126885003 22.516911658450002 19.215947067900004 19.078733418100004 186.68586460755003 85.732241321850012 16.555386813950005 43.401366108000012 23.195398057700004 28.449653740450003 187.51563899930002 16.405383309150004 22.233191240750003 13.162733570450003 87.350693116400024 18.946678378300003 98.674478761850011 13.812766882300002 83.116371560950014 192.98754432855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 11 7 -7 9 10 -9 12 -1 -12 20 16 -16 18 -18 -20 -2 24 -23 -24 -22 26 -17 -28 -29 -27
right_child=14 -3 -4 -5 -6 6 -8 8 -10 -11 13 -13 -14 -15 15 25 17 -19 19 -21 21 22 23 -25 -26 29 27 28 -30 -31
leaf_value=-0.10014347992315838 -0.00081729066218828676 -0.10101736111248216 0.042753474164605058 -0.10022840563464314 0.084447415427646527 -0.1004180387854158 0.098064937578545841 -0.10028534125714335 -0.10010991778884962 -0.1001333840729501 0.068210786438129514 -0.10046858629407318 0.057992980994803725 -0.033596818920654935 -0.10103391783242209 0.097840266149820748 -0.0029249804598550154 0.023423285172133563 -0.10110454784875261 0.017166272500578401 -0.008256031220523442 0.007567400581287978 0.099182046035841673 0.0080576044423561356 0.0097442185975067375 -0.004181644248489688 0.0081936027587597073 -0.10088998143311895 0.047035853968732944 0.00033726845340185685
leaf_weight=0.012602558295159549 2.2572322840278067 0.045030820011234596 0.064476457067598858 0.018754126691693074 0.012070977251539716 0.015200474833562794 0.019130116328597069 0.0081362504279240966 0.010389016941715568 0.0089102263466429577 0.054901564036072159 0.027327919409970036 0.015651006418565316 0.011126745581350406 0.10212326966103447 0.067635466693899526 0.59714860619362753 0.15256553286599228 0.06103971442553302 0.061313009653531481 0.56998603547981497 0.60959686501882959 0.14221348906721687 0.14993498966941843 0.67123011330909321 6.3874032408302801 1.1484282933728307 0.05789627202466352 0.018377360738668358 41.683640490673525
leaf_count=136 49 17 34 682 17 170 7 59 40 58 76 61 22 116 112 10 32 28 68 22 16 14 16 33 44 190 303 69 15 1518
internal_value=-1.35607e-06 -0.014767 -0.00083002 -0.0139491 -0.0056701 -0.0116022 0.00760946 -0.00831504 0.00666412 0.0200169 0.0344519 -0.0557742 -0.0125441 0.0510547 8.59651e-05 -0.000302173 -0.0139704 -0.00377487 -0.00954206 -0.041837 0.00452621 0.0101546 0.0220974 0.0524156 0.00147822 -3.24287e-05 0.00855077 0.00361966 -0.0652487 -0.000263179
internal_weight=55.0615 0.323708 0.278677 0.214201 0.195447 0.183376 0.127794 0.108664 0.0934638 0.0830748 0.0741646 0.0555815 0.0282536 0.0660283 54.7378 50.3376 0.97419 0.872067 0.719501 0.122353 4.40019 2.14296 0.901745 0.292148 1.24122 49.3634 1.29234 1.2247 0.0762736 48.071
internal_count=4034 1495 1478 1444 762 745 526 519 349 309 251 219 158 192 2539 2367 262 150 122 90 172 123 63 49 60 2105 397 387 84 1708
is_linear=0
shrinkage=0.1


Tree=309
num_leaves=31
num_cat=0
split_feature=9 9 14 0 18 4 9 7 5 12 0 18 6 9 19 2 10 3 19 16 9 12 12 5 15 10 6 6 19 13
split_gain=0.00703309 0.0498294 0.0633451 0.073112 0.0303317 0.0245628 0.0327635 0.0208938 0.0720549 0.0671266 0.0662941 0.0555376 0.0714269 0.029946 0.205414 0.0457461 0.0354347 0.255631 0.166042 0.0811048 0.0656919 0.0242729 0.0261248 0.0232339 0.0228256 0.0199999 0.0178745 0.0961773 0.0171794 0.0314388
threshold=202.37225149245003 201.32298960505003 231.12292494700003 94.047642319350018 13.679220276500002 143.78867033265001 202.67187917800004 25.335171910400003 16.787983692950004 105.35624869990001 97.225399829550014 16.161386252450004 11.260263094250002 204.89606367675003 14.251149826300002 102.94361713510001 67.074341896550024 91.017750006350013 13.051052998800001 18.734956189500004 211.36251378275003 144.57070813310003 160.22158639585004 21.386268748550005 38.098890576000009 75.077881750900005 14.185331438000002 14.865347326450001 14.551174033150001 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 28 3 -3 -4 -2 -7 8 10 11 -8 -9 -13 14 15 25 17 20 -18 -20 -15 -11 -23 -19 -16 -10 -24 -28 -1 -30
right_child=5 2 4 -5 -6 6 7 9 13 21 -12 12 -14 16 24 -17 18 23 19 -21 -22 22 26 -25 -26 -27 27 -29 29 -31
leaf_value=0.00066819222891598975 0.042679782589213205 0.10106941019688032 -0.010472367549592744 0.0091692128578823012 0.020513014489768014 -0.035287906034930906 0.019947955002990191 0.091914862982619916 -0.024859168688873844 -0.0067361334779195425 -0.1019779061612977 0.097834773084136323 -0.10065473701746008 0.098152360419587345 -0.11089208135497637 0.019190918784063187 0.0021876676429061922 -0.019569435752100437 -0.0051800670423972003 -0.097566403803622845 0.023847314422965699 0.046440734369157466 0.0054089686421396575 -0.00010805712007361556 -0.059177429534248462 0.0018709606899892973 -0.09062085059029755 0.049544810531498701 -0.016175266087297142 0.0050270220827987313
leaf_weight=31.897097539160868 0.12451455721748317 0.17574760295246861 0.539160255808383 0.17059940171952803 0.76302071891768719 0.28904000649572736 0.065625084418573176 0.1490950465304185 0.62598868453642287 2.5559877786732841 0.13915712822927162 0.032124791642218042 0.041614624304202152 0.3271767408004943 0.16846114763757203 0.73048117199869 1.81241751106586 0.70051302458159614 0.14203309641743533 0.2871003581021796 0.18697548611089587 0.15023178033879947 4.2280143702128328 4.9353751052258303 0.17299269288946562 0.50631561875343323 0.1052453251108999 0.091527468131971546 1.6884729092509467 1.1938453221810048
leaf_count=2496 22 14 5 34 39 28 30 12 62 72 29 66 29 41 8 34 42 26 29 45 22 33 357 168 33 2 99 27 100 30
internal_value=-2.05693e-06 0.000805314 0.0177932 0.0558023 0.0076837 -0.00158601 -0.00188485 -0.00135304 -0.00415234 0.00275831 -0.0629052 0.0568057 -0.0141822 -0.00301684 -0.0133896 -0.000319767 -0.000292202 0.00363088 -0.0110558 -0.0669887 0.0711307 0.0010694 0.00543022 -0.00252701 -0.0846916 -0.0129067 0.00403782 -0.0254238 9.72101e-08 -0.00739336
internal_weight=54.996 36.4279 1.64853 0.346347 1.30218 18.568 18.4435 18.1545 10.8006 7.35384 0.204782 0.222834 0.0737394 10.5958 2.20424 1.86279 8.39159 6.15004 2.24155 0.429133 0.514152 7.13101 4.57502 5.63589 0.341454 1.1323 4.42479 0.196773 34.7794 2.88232
internal_count=4034 2718 92 48 44 1316 1294 1266 571 695 59 107 95 512 139 98 373 257 116 74 63 588 516 194 41 64 483 126 2626 130
is_linear=0
shrinkage=0.1


Tree=310
num_leaves=31
num_cat=0
split_feature=8 4 9 5 12 15 19 2 9 9 18 9 14 2 17 0 15 8 15 17 7 0 16 7 10 5 5 16 10 17
split_gain=0.00692317 0.0371088 0.0468174 0.0289402 0.0279682 0.015639 0.00904476 0.0126804 0.00785117 0.0434164 0.0453446 0.0756902 0.0275012 0.0668714 0.0410981 0.0381395 0.0261659 0.0254116 0.0285538 0.0195897 0.0153918 0.0679171 0.0304026 0.0172865 0.0154728 0.162288 0.0549115 0.0834547 0.0617211 0.0374159
threshold=8.9430209551500024 168.01744813895002 226.28914430085004 26.429668882900003 89.368262418900017 32.548041893900006 14.651182102100002 156.81164617195003 214.31567825310003 211.04147598835002 14.738651916450001 213.27127849780001 274.83340751960003 221.01224434660003 209.55094140555002 92.805574663100018 21.998656772400004 8.4434108459500017 24.719476717350002 241.79519611995002 26.309119595700004 100.69082235970002 14.594965870600001 26.637125930550003 75.634392583900009 15.904541771600002 16.078966488550005 15.629963450350003 72.752365468100024 193.46017548480003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 5 -2 8 -8 9 20 -11 16 -10 17 -15 -16 -12 18 -14 -17 24 -22 23 -23 26 -26 27 -1 29 -29
right_child=1 2 -4 -5 -6 -7 7 -9 12 10 11 -13 13 14 15 19 -18 -19 -20 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.096565974466212692 0.033236067779704413 -0.10133498103157133 0.016657512860915085 -0.015567500553919462 0.081287613130876957 -0.038374504749118084 -0.0028350427113798121 0.016756082179725015 0.0016092671870007189 -0.0090225115884158182 -0.025576900188034005 0.052663695224758049 -0.078772255526313728 -0.074698042739008472 0.10012966474639029 -0.065245342237373841 -0.1021550106981062 0.093685920751585869 0.067252233484046173 0.077821090128179324 0.090380792033709093 0.059527732600324595 -0.075543332888989512 0.0044541149488828485 -0.0016272630553054116 -0.10293948315567014 -6.9891815874189171e-05 -0.026665912666577585 -0.10079976444242884 0.088588654965004981
leaf_weight=0.14767791919230333 0.058907456027440186 0.10301042555738604 0.10506458547752118 0.0636520858752192 0.056427972218443756 0.063233431719709188 0.58629368932451942 0.75689881194921327 4.3915402691591217 1.1682655997574318 0.062401198661063861 0.053183305186848884 0.020918885838000167 0.070006701978854835 0.040142916783224791 0.0387562481222119 0.15658596986963857 0.13612923467735527 0.037211321003269404 0.012709554133152778 0.099197390366270066 0.060281807147397504 0.045965507063669864 1.044556461421571 2.9448885872668877 0.16708216459097247 42.183469231672909 0.054052325255042888 0.049221119508729316 0.058816613538738238
leaf_count=30 25 59 28 26 23 16 16 31 116 29 18 24 59 50 20 63 68 16 22 17 25 43 41 510 518 44 2007 44 27 19
internal_value=-1.53258e-06 -0.01235 -0.0356216 -0.0685785 0.0230622 -0.00383737 0.000100708 0.0082047 -0.000104507 -0.000485948 -0.0175863 -0.0543455 0.00377591 0.0305125 -0.0170124 0.0270706 -0.0803338 0.0700512 0.0147035 -0.0299149 3.97553e-05 0.0109873 0.00414374 0.00745902 -0.000260309 -0.00706673 0.000238156 0.0421874 -0.00735608 0.0333939
internal_weight=54.8365 0.450296 0.271727 0.166663 0.178569 0.122141 54.3863 1.34319 53.0431 48.2956 1.44044 0.27217 4.74742 0.355875 0.161615 0.0916087 0.218987 0.194259 0.0581302 0.0514658 46.8552 1.25 1.1508 1.10484 45.6052 3.11197 42.4932 0.309768 0.16209 0.112869
internal_count=4034 177 113 85 64 41 3857 47 3810 3447 139 110 363 247 150 100 86 97 81 80 3308 619 594 553 2689 562 2127 120 90 63
is_linear=0
shrinkage=0.1


Tree=311
num_leaves=31
num_cat=0
split_feature=9 4 4 15 15 6 6 2 10 13 3 16 19 3 2 17 13 17 4 3 9 17 9 17 2 5 16 3 12 2
split_gain=0.00642119 0.0292091 0.0330372 0.0593907 0.0709012 0.0427002 0.0535284 0.0344924 0.034563 0.0332852 0.0156802 0.0321698 0.0766265 0.0234972 0.0849254 0.017977 0.0239091 0.0234555 0.0325273 0.0126741 0.012032 0.0471151 0.0568157 0.0370992 0.0507478 0.0384888 0.0329948 0.0613071 0.112202 0.0560184
threshold=206.75106037490002 157.07313959035005 160.76806275915001 23.292710050100002 19.571024256300003 14.185331438000002 13.355312044750002 159.16196025500003 76.279622535200005 95.862351557400004 77.69375151185001 18.634956423400002 12.951044929850001 82.885164161750012 194.17955033580003 196.54125635090003 117.70876232545002 202.13833745355001 243.64513104925001 79.344464803950004 199.17419511990002 192.28474763930004 200.52256857420005 190.38166638035003 97.254132369200008 16.569990495050003 22.594947163200004 81.93344998355002 84.052159000300023 106.79778736115001
decision_type=2 2 2 2 2 2 2 2 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 6 9 -6 -9 -4 -5 12 13 14 -12 16 -13 18 -17 -14 -1 22 -22 25 -25 -24 27 -27 -29 -30
right_child=1 2 3 10 7 -7 -8 8 -10 -11 11 15 19 -15 -16 17 -18 -19 -20 -21 21 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-0.00088972207005262734 -0.059459266871211502 0.020599954098053385 -0.10045221535519866 0.0096577181901538588 -0.10152478959914886 0.098452732770572357 -0.09311169819890619 -0.10134266051482854 0.044649280311187367 0.061233048569994342 -0.10195049689304135 -0.024241166216275461 -0.0047680058198876678 0.001848495379355963 0.036208520961290076 0.026413547056939192 0.0034250214745478128 -0.0039043409380400671 0.0014918840143725552 -0.10104591251092035 0.033292628997230213 -0.0012468538755213197 0.022802057748747898 -0.0038131828838366849 0.035487264542051609 0.0048677994336353732 0.0072999757880874861 0.0012495886721891971 -0.10800081489465592 -0.03483471213413801
leaf_weight=25.51183905064002 0.088434184231572455 0.62202880083748269 0.015597343960336185 1.1051830397386755 0.16482472153234085 0.039478906866861507 0.057975767926109256 0.027834959451865871 0.038849996317509294 0.069317727386078332 0.09889924089656954 0.69176090058317619 0.015419686198583804 0.54988692597271438 0.080874855765614484 0.73566933612164609 0.56954531546307408 3.5373512118385406 1.8177475814845818 0.12070268846036925 0.85521537779914325 12.161809121769464 0.69207523014443939 0.54244997396744998 0.83330397835743497 1.0505694516468795 1.7041285714942658 0.50792096225450212 0.19411819698507315 0.22702573354035849
leaf_count=2454 22 21 189 51 50 6 14 9 43 25 24 35 12 27 33 25 40 137 47 113 29 396 54 62 20 8 33 7 28 20
internal_value=-1.99608e-06 -0.002232 -0.00174345 -0.00317083 -0.0402381 0.00639543 -0.0190388 -0.0769732 -0.0162892 0.0315344 -0.0015253 -0.00302925 -0.0212617 -0.00841213 -0.039797 -0.000882187 -0.0117484 0.00136805 0.00867211 -0.0901397 0.000524144 0.00244599 0.00924377 0.00566789 0.0199914 0.00116462 -0.00290044 -0.0116813 -0.0303947 -0.0685592
internal_weight=54.7278 10.4474 10.3589 9.73692 0.413879 0.18237 0.142891 0.23151 0.066685 0.0849151 9.32304 8.21786 0.865783 0.729661 0.179774 7.35207 1.26131 6.09077 2.55342 0.136122 44.2805 18.7686 6.60681 5.75159 1.37575 4.37584 3.68376 1.97963 0.929065 0.421144
internal_count=4034 923 901 880 336 234 228 102 52 214 544 493 209 84 57 284 75 209 72 125 3111 657 261 232 82 150 96 63 55 48
is_linear=0
shrinkage=0.1


Tree=312
num_leaves=31
num_cat=0
split_feature=18 7 7 17 18 17 0 5 9 5 17 7 10 9 18 18 0 6 8 15 0 5 6 3 0 16 13 10 15 10
split_gain=0.00688847 0.0548523 0.150455 0.0965536 0.0499249 0.0519517 0.0409642 0.0711899 0.0924107 0.0331626 0.0878098 0.0840669 0.0296653 0.145549 0.067609 0.0976349 0.0961545 0.0843889 0.0655652 0.0571862 0.0314156 0.029674 0.0296383 0.0495525 0.0267145 0.0264086 0.0245834 0.0225874 0.120158 0.0312705
threshold=13.946975448150001 23.822419043000004 23.699538637550003 180.29620661735001 14.199468390000002 196.80409074510004 90.407470010750018 18.160071980500003 190.73543849905005 22.53967987815 203.92158861145001 24.346818680050003 69.999384342500022 197.55459634620004 14.349498564250002 14.118140587000001 93.953546284800012 14.825346391850003 8.3434888241000014 32.866677124050007 90.767723400200012 18.811785479000005 16.435384010100005 90.525762168450015 87.350693116400024 18.554956610400005 110.06278740240002 65.611820673600008 34.694997775350011 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=6 2 3 -2 5 -5 27 26 25 12 -11 -12 13 -3 15 -14 21 -18 -19 -15 22 -16 23 -21 -13 -9 -8 29 -29 -1
right_child=1 9 -4 4 -6 -7 7 8 -10 10 11 24 14 19 16 -17 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-4.5331722588680639e-05 0.098754649092732016 0.067791763520438336 -0.090580843363301439 -0.003647065703186899 0.0030426745449572967 -0.084308451391518852 -0.0055602155245269881 -0.10533587225682001 0.095394916873949756 -0.099805201139374924 0.1003569067196964 -0.10065377018457861 0.035305925388453986 0.037283488292428481 0.095374050880049022 -0.10634698747663272 -0.00056461855135828891 -0.10268266892754592 -0.0033847620805815487 0.061649784601112215 -0.020514143523490048 0.026858137487417885 -0.0047835172350811422 -0.0092925457100503338 0.0021202140887900621 0.015364257357632494 0.03398946850197003 -0.078124509507559906 0.027949819939298598 0.017026130228480343
leaf_weight=29.879654262436112 0.083318428259647304 0.37510874989425902 0.25280628917107595 0.1533903188868635 0.61699259567800979 0.16654602264452478 0.60706039678484447 0.030306873147765145 0.21652312576770782 0.1185896955332727 0.066159646492451429 0.046167079330189154 0.074635555618445149 0.37622342430404421 0.12477623713096164 0.13979828682204243 16.764789395844282 0.14499723825974697 0.12282148070516996 0.20403855119366232 0.81511434528511006 0.1281118208062253 1.0391919677567782 0.19027674989774823 0.0559349337418098 0.045106115750968456 0.21206899476237595 0.20386391232042811 0.22426992084365338 1.1129523304016391
leaf_count=1221 57 24 39 26 135 19 58 41 24 23 8 18 28 39 26 72 1693 20 23 36 39 14 31 11 31 5 11 42 20 200
internal_value=-5.14202e-06 -0.00136926 -0.0215189 -0.00440606 -0.0135798 -0.0456361 0.000919865 0.0197905 0.0621911 -0.000135225 -0.0339011 0.0125476 0.000337255 0.00952502 -0.00123777 -0.0570435 -0.000545479 -0.00145428 -0.0571447 0.00119829 -0.00483923 0.0606642 0.00407377 0.0274166 -0.0443507 -0.0331426 0.00467902 0.000252582 -0.0225595 0.000567709
internal_weight=54.5916 22.0598 1.27305 1.02025 0.936929 0.319936 32.5318 1.11107 0.291936 20.7867 0.286851 0.168262 20.4999 2.99995 17.4999 0.214434 17.2855 17.0326 0.267819 2.62485 2.24862 0.252888 1.43351 0.394315 0.102102 0.075413 0.819129 31.4207 0.428134 30.9926
internal_count=4034 2412 276 237 180 45 1622 139 70 2136 80 57 2056 180 1876 100 1776 1736 43 156 117 40 78 47 49 46 69 1483 62 1421
is_linear=0
shrinkage=0.1


Tree=313
num_leaves=31
num_cat=0
split_feature=2 7 16 8 4 9 5 4 14 17 14 12 2 18 10 3 15 10 0 16 10 0 12 17 2 8 18 16 10 6
split_gain=0.00675281 0.0286037 0.0265439 0.0127569 0.0277135 0.0394817 0.02853 0.00946506 0.0831632 0.0239503 0.0138538 0.0113793 0.0231007 0.0109381 0.00862959 0.248862 0.0686071 0.104316 0.216886 0.192711 0.177021 0.0720579 0.0610867 0.0534928 0.0589417 0.0327644 0.0320732 0.0880543 0.0299261 0.165778
threshold=60.327272492300004 23.699538637550003 19.254954973500002 8.9430209551500024 168.01744813895002 226.28914430085004 26.429668882900003 159.10550013555002 161.40546423680004 193.50449793755004 162.62753922915002 94.328280857900012 65.896304893200011 12.993189857450002 71.015621515800021 83.538459487450012 31.385732506450001 69.238550691600025 94.047642319350018 18.194957452300002 66.590419433100024 90.297243227400017 122.12526081760002 188.64489188380003 138.63208387490002 5.9453602998000008 14.642476607400001 16.484961451000004 68.910558799650019 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 2 -1 7 -5 6 -6 9 -9 13 -10 12 -12 -2 16 26 17 20 -19 -20 21 22 -13 24 -22 -24 27 -16 -18 -30
right_child=3 -3 -4 4 5 -7 -8 8 10 -11 11 14 -14 -15 15 -17 28 18 19 -21 23 -23 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.016489118173470638 0.0077731068705630879 -0.022742724786929503 -0.010283367398524484 0.038117944139160601 -0.10121503529111767 0.013723055531140596 -0.01412964828230559 -0.061861480905041233 0.024355451639616433 0.021865861736082695 -0.006716870630666086 -0.10140729306781278 0.02058436500795037 -0.0057976376381989074 0.06001959158885467 -0.10128163863728229 0.00038481578404857904 0.097793291583825909 0.089787189068458256 -0.056247707372282955 0.078284579540262966 0.097139630284336004 -0.0016334564636287165 -0.10206030916425263 -0.10429557671286965 0.1001854421926261 0.00018199417366849939 -0.10304876737386347 0.0071511453851000988 -0.08195884521078857
leaf_weight=0.69430826264579015 1.1739913379731204 0.66463849312276568 0.79363878452386416 0.066443963933806027 0.092988461628920049 0.10321947432748857 0.063178818632877665 0.21632027223431194 0.23784019038430315 0.70764453063020472 0.52330926479134976 0.045082725486770725 0.7600861642874861 1.2020563413389025 0.050523838152238265 0.24903819851184827 31.588108606419979 0.40180708890011374 0.13753570731256559 0.26346504464163445 0.041188176619471051 0.12900975957631999 0.095283126660469009 0.17920441420915267 0.030980910685514118 0.047289712558267638 12.717788078307814 0.096097361029592321 0.78176642465382318 0.28484047768506571
leaf_count=24 52 47 57 36 59 28 26 28 15 48 10 134 43 50 34 281 860 49 39 31 13 15 383 28 37 16 1441 20 93 37
internal_value=-5.88813e-06 -0.00549499 0.00220925 0.000220095 -0.019505 -0.0342656 -0.0659839 0.000343786 4.77728e-06 0.00571709 0.000279805 0.000161551 0.00945218 0.000907588 -9.13937e-05 -0.00227085 0.00074857 0.0226645 0.0458686 -0.00616049 -0.0101297 0.0396076 5.53289e-05 -0.0727858 -9.38471e-05 0.0321387 -0.000354134 -0.0468574 -0.000171463 -0.0166459
internal_weight=54.4387 2.15259 1.48795 52.2861 0.325831 0.259387 0.156167 51.9603 48.8766 3.08369 48.6602 48.4224 1.2834 2.37605 47.139 13.1134 34.0256 1.37085 0.802808 0.401001 0.568039 0.316665 0.187656 0.251374 0.0721691 0.142573 12.8644 0.146621 32.6547 1.06661
internal_count=4034 128 81 3906 149 113 85 3757 3607 150 3579 3564 53 102 3511 1776 1735 745 119 70 626 548 533 78 50 399 1495 54 990 130
is_linear=0
shrinkage=0.1


Tree=314
num_leaves=31
num_cat=0
split_feature=9 9 10 7 7 15 7 16 18 4 8 9 2 18 16 4 5 18 3 19 7 16 7 0 9 7 4 19 8 16
split_gain=0.00653547 0.0350546 0.0132626 0.0154602 0.0274966 0.015272 0.017146 0.0126641 0.0165404 0.0137695 0.0137442 0.0120041 0.0119744 0.0105956 0.00890137 0.0512091 0.0580481 0.0371654 0.0167276 0.10083 0.0171821 0.0186151 0.0254207 0.0627976 0.0151754 0.0248426 0.0716474 0.022202 0.0324076 0.0574787
threshold=179.18874144770004 177.77223095870002 72.378669787950017 22.356277907050004 20.861906850000004 32.393814985100008 22.775216856700002 21.094950670800003 11.644643452600002 195.50296729855003 2.6479335789000005 66.346857137250012 122.61368745920002 11.862896247150001 22.714946882600003 202.99973138610002 24.041678002600005 13.059010054600002 93.980430866100008 14.351157895250003 22.233191240750003 22.664946999500003 22.721067571950005 87.278104746850019 187.11236276785004 22.747724408400003 176.89674560820004 14.351157895250003 8.0437227585500022 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 4 7 6 -5 8 -1 10 -10 -11 -13 -14 18 -16 -17 -18 20 -20 -2 24 -23 -24 27 26 -26 -22 -29 -30
right_child=14 -3 -4 5 -6 -7 -8 -9 9 11 -12 12 13 -15 15 16 17 -19 19 -21 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.10016187736219127 0.015003652639317326 -0.10092316936279111 -0.10006719165724882 0.059251692069396157 -0.082537031281965545 0.10054839482319566 -0.10032207714679978 0.085198606358386136 0.1001418305813546 0.061270057695849145 -0.10029641027662251 0.10008261712171676 0.014954218654144778 -0.10022783968594631 -0.00029628533510589228 0.085430008365220494 0.058906391295917973 -0.047910800590849623 0.0020364126238250234 -0.1012764441208875 0.0012461823823082486 0.0066014766504488009 -0.034694226268971499 0.0071820595650437524 -1.5512421384448107e-05 0.00024498163436868835 -0.046054401192633321 0.0048752193496972244 0.0097113335187095154 0.091304029973412429
leaf_weight=0.014899628054877989 0.75536128703970362 0.040771572659977551 0.012869474316676843 0.01735286415413384 0.040705471579816077 0.028991170227527618 0.011003029759095284 0.019594512763433158 0.0042767249979078761 0.050762865630588294 0.017098266313610111 0.0076764291297877199 0.017063306047930382 0.015013645270860465 1.5836532937610162 0.16148218012494897 0.055688342101348098 0.078472849784702703 0.53915504060108688 0.11453493722090968 1.8848113027663509 0.68452806514687781 0.83561427518725373 0.6266541660297662 1.3169224978191767 43.966038460218442 0.45475177580374282 0.53534294519340608 0.20637586480006576 0.14843861747067422
leaf_count=146 30 17 744 16 158 2 42 8 1 46 167 9 30 109 65 25 14 37 66 61 70 12 30 35 37 1965 38 6 19 29
internal_value=-6.88759e-06 -0.0147733 -0.0011225 0.00408687 -0.00983677 0.0495118 -0.00266824 0.010379 -0.00118373 0.0119964 -0.0601926 0.0290434 -0.0121081 -0.0389568 7.47018e-05 0.00683602 0.0450412 -0.00357255 -0.000169333 -0.0160653 3.27694e-05 -0.000190455 -0.0093029 -0.0167482 0.000212791 -0.000222855 -0.0118327 0.00739322 0.0204089 0.0438461
internal_weight=54.2459 0.298079 0.257307 0.244438 0.187091 0.0573471 0.0283559 0.146385 0.126791 0.111891 0.021375 0.0905162 0.0397534 0.032077 53.9478 1.8793 0.295643 0.134161 52.0685 0.65369 51.4148 50.6595 2.1468 1.46227 48.5127 45.7377 1.77167 2.77497 0.890157 0.354814
internal_count=4034 1495 1478 734 674 60 58 516 508 362 168 194 148 139 2539 141 76 51 2398 127 2271 2241 77 65 2164 2040 75 124 54 48
is_linear=0
shrinkage=0.1


Tree=315
num_leaves=31
num_cat=0
split_feature=6 5 6 17 13 17 17 9 5 9 9 18 7 15 10 6 7 9 15 13 9 8 9 15 5 19 5 15 9 9
split_gain=0.00611086 0.0177782 0.03426 0.0632345 0.0316892 0.02306 0.0962476 0.0616038 0.118105 0.0315937 0.0178705 0.017267 0.10121 0.138138 0.123474 0.0523994 0.0403719 0.10295 0.0363132 0.026468 0.143171 0.0908709 0.0829612 0.0351282 0.0743584 0.0532329 0.0351734 0.0272855 0.0526211 0.0464107
threshold=16.465384711100004 22.127107789600004 16.555386813950005 190.79440939600002 117.58509325145 192.77618096940003 190.25644477395002 199.68228938305 23.854886427500002 206.57490536735003 198.49982034990003 13.4793103924 23.356162058950002 31.504255087500002 66.45599652655001 16.265380038000004 23.445318439400001 194.43273554075003 23.378903124350003 117.46680109370001 197.29115675710003 8.543332867800002 192.98754432855 40.309074029200012 21.269675393700002 14.251149826300002 22.580289596950006 37.491361913600009 187.94830913940004 71.898880373250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 -2 10 6 -3 8 -7 -9 -4 19 13 14 -13 18 17 -14 -16 20 21 22 27 24 -21 -26 -25 28 29 -1
right_child=1 5 4 -5 -6 7 -8 9 -10 -11 -12 12 16 -15 15 -17 -18 -19 -20 23 -22 -23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0085064418541266323 -0.03416557601474407 0.00026837007859883993 -0.011654796226045875 -0.0048284618126500723 0.020797348554156506 0.061296300456354397 -0.070333806600681337 -0.021256578658926353 0.0036361088273830855 0.0088856308676323673 0.0043406719349460641 0.087840080609691354 -0.049424007631978108 -0.10455820485567727 0.057431617012567104 0.10023164469085383 -0.00010730561103202686 0.087948024011090087 -0.1019528162754382 -0.0019897101797017361 0.10082190245000976 -0.068437973739951571 0.078051701522802511 -0.019612457561336175 0.00924904017019966 0.054059397474118781 0.0011561662577648799 0.039949574354679183 -0.008612645065546886 0.090529164096256415
leaf_weight=0.082864272887148149 0.9118159438949095 5.7852119686535257 1.2000938479100121 3.7827422351183486 0.74525810590421304 0.51666867220774326 0.19975425957670712 0.72942447896230056 1.1369359323834869 0.66454124177471385 1.6709820986243356 0.10332863860564145 0.082971336655421335 0.2189405261739239 0.016551870250204104 0.018552097491919994 26.857376496517684 0.15928566764341667 0.10482000507728628 1.8238973322731911 0.17595505177450821 0.14916144660674024 0.17553996574133623 1.0808965218893716 0.53854105004575081 0.52214500989066437 3.3205610604834703 0.19709862523563959 1.0820330821443347 0.11031131832042362
leaf_count=84 28 612 22 59 30 28 34 19 36 50 45 18 11 27 142 3 2283 56 87 34 12 15 24 16 4 36 66 25 12 116
internal_value=-5.96055e-06 -0.00155362 -0.00489139 -0.0105266 0.00242393 0.00151749 -0.00208805 0.00859823 0.021652 -0.00688697 -0.00234535 0.000723019 -0.000532116 -0.0469332 0.00493236 -0.0562919 0.000259271 0.0408991 -0.0802171 0.00445925 0.0147339 0.0063045 0.0130701 0.00167703 0.0102541 0.0313079 -0.00394413 0.0053225 -2.95289e-05 0.048047
internal_weight=54.1643 17.3434 8.31089 4.69456 3.61633 9.03254 5.98497 3.04757 1.6536 1.39397 2.87108 36.8208 27.5618 0.462193 0.243253 0.139924 27.0996 0.242257 0.121372 9.259 1.97296 1.79701 1.64785 7.28604 2.88458 1.06069 4.40146 1.47231 1.27521 0.193176
internal_count=4034 963 184 87 97 779 646 133 64 69 67 3071 2627 277 250 232 2350 67 229 444 288 276 261 156 74 40 82 237 212 200
is_linear=0
shrinkage=0.1


Tree=316
num_leaves=31
num_cat=0
split_feature=3 0 6 13 12 15 7 7 9 8 3 2 2 19 6 18 13 6 18 4 6 9 15 5 5 17 7 13 5 15
split_gain=0.00539901 0.0694149 0.0522818 0.0832776 0.0652119 0.0351445 0.0768309 0.0286327 0.0283647 0.0528433 0.0233306 0.017626 0.0172843 0.0450264 0.0670911 0.101639 0.0924711 0.0713493 0.0527475 0.0395067 0.154421 0.0342736 0.0507035 0.0435181 0.0423829 0.0315909 0.0160904 0.0171966 0.0143512 0.0386594
threshold=93.281431752200021 86.256490657300006 16.375382608200002 117.38883580790001 121.36065266065002 33.762789462050002 22.105125139000005 21.147833206800005 185.44496129890004 7.8438787148500007 97.865252864550015 128.12657635055004 188.47750099235003 14.251149826300002 14.935348962050002 15.534338342150003 109.96062599345002 13.65531905435 17.399600107550004 271.76419630735006 14.335334942800001 202.37225149245003 36.742238227650013 22.580289596950006 21.336111252450003 209.15476105395004 19.250086031950001 116.35915634395 22.783584484750005 39.296024648600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 -2 6 7 10 9 -1 -4 -6 19 14 15 16 -14 18 -17 28 -21 22 -15 -24 25 -23 27 -12 29 -10
right_child=1 -3 5 -5 11 -7 -8 -9 12 -11 26 -13 13 21 -16 17 -18 -19 -20 20 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016929713503622445 -0.10098616067174343 -0.051885069618001482 0.10018298962183791 -0.10160987015026655 0.1000559861439683 -0.00058366524972168845 0.094664795302355789 -0.1016727178204066 -0.00052233061403886305 0.069707672121955375 -0.082591880639517987 0.0072555517174453868 -0.10222665116381197 -0.0036813178550288983 0.082000525671518915 -0.10058096790444188 0.083599086899895772 0.080696075305060566 0.042346147641053253 0.0055495867394143583 -0.083818768588736145 -0.082771336233520246 0.037644597759935956 0.0041413941928977217 -0.0022499915708297439 -0.012572823937566395 -0.10031335512210376 0.034481188590882082 -0.014444253918019066 0.013717264844078751
leaf_weight=0.12479098880832751 0.034800571244361644 0.27029643591959107 0.022484318120404079 0.12959767167313885 0.049512262432472198 13.047936897235827 0.12138306893757544 0.029465913494124862 30.48938516489909 0.16152669279836118 0.016346495498822833 0.034889148921244839 0.11234923932579377 1.5804190096387176 0.1814771973004099 0.047252480748284142 0.035159437684342265 0.18792896898321487 0.056930343993514043 0.65487472782819978 0.27434626483227476 0.12122159224236417 0.8173710422706788 0.73753225046675652 1.7957380880834533 0.1360628719558008 0.017328620781142945 0.053974778487372532 0.66751821083016594 2.0337819287306038
leaf_count=931 79 14 6 47 7 440 20 20 1188 15 125 52 110 22 29 65 2 37 155 81 27 19 21 24 87 22 222 117 18 32
internal_value=-1.83485e-06 -0.00170636 -0.000705957 -0.046124 0.0142008 0.000143098 0.0364778 -0.014116 0.000584259 0.0319469 0.00930938 0.0616949 0.000359369 0.00540153 0.0308464 0.0097298 -0.0579341 0.0438983 -0.0224789 -0.000499137 -0.0208358 0.00235552 0.00893241 0.0217531 -0.00768855 -0.0456474 -0.0140019 0.00726703 7.0218e-05 0.000368119
internal_weight=54.0437 13.828 13.5577 0.2488 0.119202 13.3089 0.260983 0.1396 40.2157 0.286318 0.110134 0.0844014 39.9293 5.80944 0.621098 0.43962 0.147509 0.292112 0.104183 34.1199 0.929221 5.18834 3.13532 1.5549 2.05302 0.257284 0.0876499 0.0703213 33.1907 32.5232
internal_count=4034 1149 1135 185 138 950 510 490 2885 946 470 59 1939 593 398 369 112 257 220 1346 108 195 67 45 128 41 464 242 1238 1220
is_linear=0
shrinkage=0.1


Tree=317
num_leaves=31
num_cat=0
split_feature=8 4 9 5 6 8 19 2 2 9 12 2 12 12 18 14 17 17 2 12 17 16 4 17 4 4 4 9 9 7
split_gain=0.00533095 0.0272908 0.0337427 0.0278639 0.0199509 0.0151997 0.00697075 0.0101865 0.00630704 0.022285 0.0619145 0.0135147 0.00854875 0.0212354 0.0469544 0.139564 0.0225938 0.102997 0.0491093 0.03814 0.0292158 0.0248685 0.0598538 0.0431314 0.0799766 0.097725 0.0826402 0.101782 0.0978197 0.072109
threshold=8.9430209551500024 168.01744813895002 226.28914430085004 26.429668882900003 18.080422446150003 9.5425530862500008 14.651182102100002 156.81164617195003 60.327272492300004 192.57902085675002 82.696898122450008 49.864842700850012 107.96682590455002 114.64361763410001 15.205124517800002 179.86971370815004 183.35201426355002 182.50770257345002 91.751571794600025 124.10890780100002 166.55038043095001 22.534947303500005 190.68865001715002 194.56273294745003 223.326937759 208.49319216990003 202.99973138610002 203.36975145060003 204.12988221610001 23.667467222350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -6 8 -8 9 11 -11 -1 -10 14 15 -14 17 19 -18 -15 -21 22 -20 24 25 26 27 -24 -29 -25
right_child=1 2 -4 -5 5 -7 7 -9 12 10 -12 -13 13 16 -16 -17 18 -19 21 20 -22 -23 23 29 -26 -27 -28 28 -30 -31
leaf_value=0.013814708699263482 0.073441671661059749 -0.10105470842979317 0.012149917944530089 -0.013046968474803855 -0.042330357933854562 0.031975302871843671 -0.0026289704896337402 0.015002068360371873 0.0029088393227874472 -0.053849255741659476 0.0026388044727929426 -0.0074697644344067409 -0.0061312509313330875 -0.10478384789666897 -0.0005813112779073157 -0.10216967890233081 0.057651699610644917 -0.095630558653338901 0.061765527015844202 -0.076927494175300717 -0.00078248460909236266 -0.0016079037656588247 0.084543250741371312 -0.056931750695832388 0.0042210524274781305 0.084072550931631018 -0.036473983623356236 0.10067273408070501 -0.10247101963471146 0.0010325095419935816
leaf_weight=0.59847823485006946 0.049649275252248937 0.082932474033100334 0.10146787962366943 0.063536158442730084 0.051835893304087222 0.058707787750790885 0.58572349848691263 0.74386993949337921 9.0357301860694204 0.30652687077690632 0.5287183728069067 0.59480831214341379 0.64710962238427727 0.037130017603091647 2.0553645666903435 0.19749592928508264 0.15109658366418344 0.13067318092686608 0.17587066398118523 0.051605202050753696 2.137853613523987 21.628656566700343 0.21494711827653867 0.21926064359509112 2.6961376645178934 0.31075656442510535 0.20389642711916167 0.035517904907464981 0.071263823847402819 10.138625329409967
leaf_count=20 15 59 28 26 14 35 16 31 433 51 5 24 53 106 76 50 18 43 68 264 458 554 14 69 397 39 30 3 56 979
internal_value=-1.9166e-06 -0.0113874 -0.0321729 -0.0628781 0.020783 -0.00286794 8.49436e-05 0.0072351 -9.72923e-05 -0.00556379 -0.0180918 0.0032052 0.000123872 -0.000488347 -0.00873819 -0.0285881 0.00013789 -0.00934545 0.000761521 -0.00428158 -0.00257721 0.000520705 0.00379371 0.00305971 0.0126016 0.0396167 0.0133339 0.0448997 -0.034901 -0.000194505
internal_weight=53.9052 0.408129 0.247937 0.146469 0.160193 0.110544 53.4971 1.32959 52.1675 2.02853 0.835245 1.19329 50.139 41.1033 2.89997 0.844606 38.2033 2.35726 35.846 2.22659 2.18946 35.6949 14.0663 13.8904 3.53252 0.836382 0.525625 0.321729 0.106782 10.3579
internal_count=4034 177 113 85 64 49 3857 47 3810 100 56 44 3710 3277 179 103 3098 871 2227 828 722 2209 1655 1587 539 142 103 73 59 1048
is_linear=0
shrinkage=0.1


Tree=318
num_leaves=31
num_cat=0
split_feature=18 7 17 17 5 17 17 9 3 17 16 16 16 17 15 18 5 6 6 7 17 6 16 15 7 7 9 10 5 7
split_gain=0.00600485 0.0278322 0.0836969 0.0285127 0.0616023 0.0271802 0.0363637 0.0432208 0.208244 0.0323223 0.063682 0.0314923 0.125098 0.062375 0.0466685 0.0250545 0.0312092 0.0320133 0.0259647 0.0249795 0.0592709 0.016501 0.093477 0.222017 0.0268892 0.0330313 0.0221443 0.136183 0.0552172 0.04843
threshold=13.327513832500001 22.938075114600004 196.54125635090003 194.73806315685002 21.500664456800006 188.41589330430003 189.19102531915004 192.98754432855 93.281431752200021 186.57794620975002 22.624947093000003 22.604947139800004 22.239947993350004 186.09458496570002 36.207782793200003 13.303774303900001 18.160071980500003 15.760368238450001 15.815369523550002 23.109894804950002 192.20712075930001 16.525386113000007 22.544947280100004 42.493282152450007 23.150522195450005 23.051546669900002 192.31210988165003 68.34060567600001 19.092410691950004 23.445318439400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 9 -7 8 -8 11 -11 12 13 14 15 16 -1 -18 -19 20 -9 24 -23 -24 25 -3 27 -26 29 -29
right_child=1 21 -4 -5 -6 6 7 19 -10 10 -12 -13 -14 -15 -16 -17 17 18 -20 -21 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.074422316094310201 0.0022619108527688228 -0.0037789482582192922 -0.079141101409774983 0.067110935285901771 -0.10357181618308585 0.025539072469230758 0.10081863231887625 -0.030098652015126556 -0.0026438752089272188 -0.032232516792825266 -0.0011209971697008975 -0.0007931485541856026 0.086968418667927316 0.10042175467181808 -0.096125629432891879 0.092378394590130641 0.071221059308460122 -0.10232228211717609 0.00037716883163771571 0.0046302968960116511 0.01097797644059733 0.0096349659249422501 -0.10536978933062749 -0.00152446117455387 -0.082439531831773036 0.055176009934537175 0.00068778699322715495 -0.10273369979203002 0.073654401532587691 -0.0026893059402952591
leaf_weight=0.056334790904649656 0.54437388526548858 0.18383832204759087 0.17990770396085765 0.05445863248439764 0.061179167448170091 0.88987792327271975 0.25328092830022775 0.78652733716177159 0.83879908943970349 0.90833401408303727 2.3865150711695833 5.0108246661710041 0.21174573383109419 0.059579583816230297 0.053182012787146959 0.028698838548734784 0.062542781060777486 0.025644955269626735 0.61454836139299118 2.6957187198931933 0.63478836175033848 1.2583326719322934 0.28838016484451123 0.71964242404419565 0.22963770716696918 0.19674003274868568 32.18289013969536 0.049466825081027177 0.093226450656260229 2.2167071793434614
leaf_count=16 156 25 42 15 64 31 26 40 75 39 57 135 12 6 7 4 105 3 477 25 21 38 36 36 32 19 1706 32 17 737
internal_value=-2.96593e-06 -0.000675936 -0.0186785 -0.00219745 -0.0084305 0.00165632 0.00685714 0.00366569 0.0213517 -0.0017117 -0.00969792 0.0025857 0.0178074 0.00154533 -0.00545985 0.000660965 -0.00280667 0.00293439 -0.00373678 -0.00102568 -0.011753 -0.000271843 -0.00854219 -0.0312331 0.000261364 0.0266978 -2.79831e-05 -0.00892532 -0.00177027 -0.00487311
internal_weight=53.7757 38.2588 0.839919 0.660012 0.605553 15.5169 6.09899 5.20911 1.09208 9.41795 3.29485 6.1231 1.11228 0.900531 0.840952 0.78777 0.759071 0.702736 0.640193 4.11703 1.42132 37.4189 2.26636 1.00802 35.1525 0.380578 34.7719 2.58904 2.3594 2.26617
internal_count=4034 2955 277 235 220 1079 218 187 101 861 96 765 630 618 612 605 601 585 480 86 61 2678 110 72 2568 44 2524 818 786 769
is_linear=0
shrinkage=0.1


Tree=319
num_leaves=31
num_cat=0
split_feature=18 7 7 19 10 13 9 9 0 18 19 3 15 4 0 18 7 13 16 16 5 17 7 13 13 14 18 0 6 18
split_gain=0.0058242 0.0394263 0.129211 0.0771618 0.0323927 0.0785411 0.0494524 0.103893 0.0851117 0.0762705 0.0783804 0.0687405 0.0799966 0.0346861 0.0342946 0.0314069 0.0281905 0.0364755 0.0726564 0.0627047 0.0281752 0.0792474 0.075077 0.0272827 0.0967563 0.0263416 0.0582547 0.0719022 0.0558066 0.0536058
threshold=13.946975448150001 23.822419043000004 23.699538637550003 12.751028791950002 62.837331883000012 115.28646154990001 197.29115675710003 195.41812862360004 95.117648655250022 13.793345552600002 14.351157895250003 89.125075482450015 34.139075990150012 220.76348294430002 90.407470010750018 14.199468390000002 22.996658327800002 113.97180552410002 20.084953032650002 18.594956516900002 22.53967987815 203.92158861145001 24.346818680050003 117.06622083225001 116.86189801435002 285.93967426180006 14.320472989450002 89.813320763900023 13.65531905435 17.399600107550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 23 6 7 9 11 10 13 -8 -13 16 -11 -5 17 18 19 -6 25 -22 -23 24 -1 -3 -27 -28 29 -29
right_child=1 20 -4 15 5 -7 8 -9 -10 14 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0037731560060172298 0.088359236705895461 -0.00056174395701269811 -0.088073085745208599 -0.039784616878434112 -0.10192850774523235 0.071472957995056777 0.10102308774241434 -0.10317857357500726 -0.001083301119258873 -0.10288714872113935 0.088776197399244083 -0.05618640577727943 0.087622685028597644 -0.056757724743779783 -0.012064417564198552 0.0010042670588664305 0.052525259388769868 0.01323696793082273 -0.094346390177162787 0.097960884856196528 -0.098950865681735459 0.10032441973055568 -0.041721301098660998 0.00039693385017044769 -0.1100816620216729 0.087026496922251978 -0.07326101695698195 -0.070259517094720531 0.039997130826486149 0.039104834120755494
leaf_weight=0.55155115978836278 0.084045216338149542 19.385601525387003 0.22052830358694564 0.27692766206843089 0.02266095036532767 0.20309455395909015 0.20232360553927708 0.10047708079218853 0.50728519959375262 0.089121059980243333 0.11863294616341591 0.080955157346238593 0.074074705189559609 0.089128581090037073 0.077930076116814462 0.59301259297330944 0.12589176860637963 0.59578242853160646 0.10003231070004404 0.051041816303040832 0.10727449290038649 0.060154210077598691 0.097550344002229394 28.884532309884307 0.10134477883184445 0.10578090671333473 0.095454566930129658 0.11000331609581426 0.42598896346407855 0.075634718624586483
leaf_count=281 143 1178 39 32 101 29 12 7 3 9 10 40 12 89 40 62 12 17 9 10 23 8 49 882 59 12 34 278 150 404
internal_value=-2.88521e-06 -0.0012699 -0.0190873 -0.00314024 0.000854502 0.011932 0.00652237 -0.00529085 0.0252497 0.00245227 0.0119877 0.062631 0.0125269 0.00273502 -0.060518 -0.01198 0.0086569 0.00148011 -0.0388372 0.0365021 -0.000247258 -0.0326437 0.0124601 -5.99931e-05 -0.0202747 0.000177743 0.0178134 0.00745903 0.0200567 -0.0257011
internal_weight=53.6138 21.638 1.17451 0.953985 31.9759 2.43843 2.23534 1.3707 0.864639 1.27022 1.10317 0.357353 0.15503 0.984538 0.167051 0.86994 0.895409 0.769518 0.173735 0.0737028 20.4634 0.264979 0.157705 29.5374 0.652896 20.1985 0.812862 0.707082 0.611627 0.185638
internal_count=4034 2412 276 237 1622 400 371 304 67 297 248 64 52 238 49 94 149 137 120 111 2136 80 57 1222 340 2056 878 866 832 682
is_linear=0
shrinkage=0.1


Tree=320
num_leaves=31
num_cat=0
split_feature=16 16 16 8 13 0 9 7 19 7 18 17 0 5 18 18 3 17 16 17 18 8 3 13 13 10 4 0 6 18
split_gain=0.00569129 0.114858 0.0689184 0.0807307 0.0373468 0.110078 0.116744 0.0628702 0.0277438 0.0314634 0.0248628 0.106192 0.0942198 0.102178 0.0617079 0.0549511 0.0505765 0.041916 0.0534044 0.0600203 0.0489914 0.0392265 0.0295955 0.158699 0.0295127 0.033869 0.113579 0.0259658 0.0245875 0.0228974
threshold=19.644954061550003 19.974953289850003 19.284954903400003 7.8438787148500007 112.64908412395 90.297243227400017 204.27826083785001 25.395581754250003 13.651101412550002 23.356162058950002 14.266702464150002 182.63036160245002 93.953546284800012 19.925387549600003 14.224291663350002 14.566453504450001 83.538459487450012 171.92791459955001 18.554956610400005 179.91109285790003 13.545319032100002 2.2482454915000001 84.812788641250009 109.46594969745001 108.49810477050001 71.504920895500007 165.86037890555002 92.501778894350011 13.78532209185 13.893471991850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -4 7 29 -7 -3 10 -10 11 14 13 -12 16 -15 -1 27 19 20 -19 -13 24 -24 25 26 -14 -18 -11 -6
right_child=1 4 3 -5 5 6 -8 -9 9 28 12 21 22 15 -16 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.099303198467864756 0.044161086056618143 -0.03508750961913934 0.051011094140067464 -0.10170601002934576 0.0004575759687373623 0.00082182911641126674 0.084783145390851467 0.0086580544032268513 0.04887078533581473 -0.0035635544192419953 0.094073417652904417 0.013591493746343103 0.069170590062898871 0.046863698421616966 -0.10790436998505204 -0.10187772362669956 -0.064061563566690863 0.061696097272436259 0.099801703558857799 0.099077999441160206 -0.10216683600720822 -0.1054267425569643 -0.10157362881183547 0.0040265344901439541 0.03804790256344831 0.00017729013630845718 -0.096792979736626136 0.095678283210422488 -0.10179918363666501 -0.011446912072944022
leaf_weight=0.067059712453668818 0.59900683582418324 0.76748562027932965 0.046502430001225004 0.13540934458433185 30.580594209738578 0.34632257558405299 0.3173633452388458 0.57441720957285725 0.02863405744081049 0.038588875882396678 0.21150056721178856 0.033925404023420924 0.061243454634687278 0.048789109661811381 0.04147596175499757 0.050594839115142065 0.095494510842659253 0.025914744155265623 0.071321779600111768 0.036422305106441399 0.061653651497550754 0.15070994709485319 0.18244204169609091 0.64701259601861238 0.20303732733191182 16.110946858336128 0.12622279847010986 0.011389623557192863 0.074994283721025568 1.7058455934688925
leaf_count=12 32 53 63 24 870 22 43 8 38 29 61 43 4 3 6 37 361 96 23 9 35 69 185 12 38 1573 51 31 29 174
internal_value=-2.99113e-06 0.000749617 -0.00141773 -0.0626667 -8.68606e-06 0.000657295 0.0409707 -0.0163617 -0.000811508 -0.0448082 -0.000468412 -0.0205674 0.000209881 0.0547745 0.00774856 -0.0288583 0.020739 0.00330505 0.030856 -0.00880284 -0.0536737 -0.083558 -0.000768907 -0.0192007 0.000157575 -0.000314443 -0.0425742 -0.0470396 -0.0684245 -0.000171395
internal_weight=53.4523 34.891 18.5613 0.181912 34.292 32.9501 0.663686 1.3419 18.3794 0.142217 18.2372 0.595368 17.6418 0.310885 0.410732 0.0993839 0.369256 0.302197 0.195312 0.123991 0.0875684 0.184635 17.3309 0.829455 16.5015 16.2984 0.187466 0.106884 0.113583 32.2864
internal_count=4034 1202 2832 87 1170 1109 65 61 2745 96 2649 685 1964 101 573 40 567 555 163 140 131 112 1863 197 1666 1628 55 392 58 1044
is_linear=0
shrinkage=0.1


Tree=321
num_leaves=31
num_cat=0
split_feature=17 12 8 16 8 8 13 17 17 17 0 17 5 18 6 5 5 17 9 5 2 4 5 2 9 10 5 7 18 8
split_gain=0.00565295 0.0653473 0.0507083 0.0453034 0.0183663 0.0138392 0.0102731 0.0143472 0.00752285 0.0131336 0.0744176 0.0249998 0.0463252 0.0825152 0.0642156 0.0192346 0.0185824 0.0127681 0.0136436 0.0102018 0.00823982 0.0364913 0.0299229 0.0204408 0.0241603 0.0739119 0.0685361 0.0115933 0.0560691 0.143308
threshold=214.03087950770001 196.02356660640004 8.6432548896500023 17.684958644900004 8.2435668022500028 7.2443465838000014 97.612537800350012 252.75344531235004 212.37354083175003 208.33805927010005 96.682331287150021 205.32027903760002 19.234448447350001 15.343833331950004 13.835323260100003 20.120233242600005 20.507253108450005 204.49254535040004 202.86075815500001 21.991679690250006 67.858768990950011 159.10550013555002 16.569990495050003 78.595990734650016 190.16588783940003 66.590419433100024 17.719454526200003 23.109894804950002 13.455547561900003 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=8 6 3 5 -5 -3 7 -2 9 11 15 17 13 -13 -15 -11 -14 20 -19 -18 21 22 -1 24 -22 -26 -27 28 -25 -30
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 12 16 14 -16 -17 19 18 -20 -21 23 -23 -24 27 25 26 -28 -29 29 -31
leaf_value=0.018905629507905568 -0.10054181214620533 0.055418534540783604 -0.10109162820837581 0.086542608142563343 0.014660521748470809 -0.10018688072349502 -0.10062164431058263 0.09948144592094528 0.0083301308621116076 -0.1022525329677402 0.00040544872884891588 -0.10198193117536639 0.078133664073501682 -0.082748444400275456 0.08769226175564282 -0.039872946018643864 -0.0073326245706229615 0.0019017223840237724 -0.019264197763102325 0.050143074683169912 0.0006630402884288014 -0.023966918701081683 -0.004002319831877859 -0.0018910688238339504 0.057732298377015392 0.02573179813333314 -0.019351726913180458 0.00083605625959350051 0.054090738121034536 -0.10376075333111703
leaf_weight=0.69454337945398181 0.007789749602127638 0.007233094923254412 0.031608550576493144 0.094386467471849755 0.057017673079826636 0.027243626668223442 0.074640500897658058 0.00664487860922236 1.0811713651798687 0.083683087139933998 1.0766743964113592 0.067557852634989923 0.12900587592775992 0.030975960125275037 0.077189088755403645 0.12076724098733393 0.056686223280848935 0.53830032363564473 0.70132553110170193 0.067842424317859695 2.2534412862485591 0.75224830554714106 3.1851095402844294 8.4141740642116218 0.34568008921632998 0.76987124462175394 0.59998529614881591 31.684161216188702 0.087645843024554249 0.16729413033530705
leaf_count=42 58 82 6 35 27 108 58 2 27 24 74 11 18 69 7 40 22 26 31 25 82 35 151 924 32 34 18 1731 209 26
internal_value=-4.16368e-06 -0.0135443 0.0160026 0.0359142 0.0594723 -0.0675414 -0.0856873 -0.00846253 7.41775e-05 -9.77952e-05 -0.0100971 0.000155258 0.0241856 -0.0152741 0.038882 -0.0654054 0.0515349 -5.02498e-05 -0.010073 0.0239798 0.000203549 -0.00380969 9.8708e-05 0.000622953 0.00747055 0.0164125 0.0059856 -5.0548e-05 -0.00329094 -0.049493
internal_weight=53.2919 0.306565 0.217489 0.185881 0.151404 0.0344767 0.0890751 0.0144346 52.9853 51.9042 1.28112 50.623 0.429257 0.175723 0.108165 0.20445 0.253535 50.1938 1.23963 0.124529 48.9542 4.6319 3.87965 44.3223 3.96898 1.71554 1.36986 40.3533 8.66911 0.25494
internal_count=4034 376 258 252 62 190 118 60 3658 3631 138 3493 152 87 76 64 65 3341 57 47 3284 228 193 3056 166 84 52 2890 1159 235
is_linear=0
shrinkage=0.1


Tree=322
num_leaves=31
num_cat=0
split_feature=16 15 15 18 16 13 13 18 2 19 12 13 19 5 17 9 16 5 9 16 12 19 18 5 7 6 5 6 16 0
split_gain=0.00521073 0.0606304 0.142521 0.0937719 0.0523833 0.0703648 0.169992 0.0744065 0.0417898 0.0542495 0.0411058 0.0456231 0.0310915 0.0640599 0.0306725 0.0255273 0.0230736 0.0222594 0.0213193 0.0212144 0.0189245 0.0996583 0.0571682 0.13201 0.0924666 0.0438236 0.017326 0.0159603 0.0142587 0.0141241
threshold=18.684956306450005 28.626568391100005 28.343014915050002 14.053554955550002 15.584963555600002 108.80996591365 104.19119484555002 12.909082926650003 192.44078413960003 13.251069136700002 206.61091615435004 102.94912718925001 12.551012654050002 13.8160216159 198.33449606460002 210.33238511570002 15.484963789400002 14.711207928400002 190.49354742400001 18.734956189500004 111.24045038365001 12.651020723000002 15.788786379500001 17.089764221050004 25.677928533150006 13.355312044750002 16.351273197450002 14.865347326450001 14.764965473100002 102.03236296680001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 12 -7 -5 -10 16 17 15 -14 -9 -6 20 28 27 -2 -1 22 23 -22 -24 29 -21 -8 -12 -26
right_child=19 3 -4 8 5 7 18 14 9 -11 11 -13 13 -15 -16 -17 -18 -19 -20 26 21 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0014671821076746154 0.018900500213864631 0.032851581381781562 0.097804349731919565 -0.10150665830130888 0.00028071403863074747 -0.10364331542607969 -0.070482386307450642 0.097797516224047171 -0.10035112189888945 0.077764496300569877 0.042740272912862365 0.096219183715015963 -0.0018785069919504884 -0.10052883926625421 -0.0096786645749833752 0.1015657315553421 0.017326859169124319 -0.10031800273086632 -0.10248109051502177 0.016476598277539785 -0.10284699087426097 -0.10313569485996948 0.08846753281667756 -0.0038969637700437747 0.015087746157302007 -0.058044434553340234 -2.5021508881107625e-05 0.073413275556844029 -0.10038772596068815 -0.0041176918069121904
leaf_weight=5.958720760319471 0.61790125072002311 0.11462389724670252 0.14529999845035568 0.18142628113878345 0.054348094342723696 0.03012332289574704 0.020980339318782626 0.10205748216799293 0.033633153113697745 0.034785580601237598 0.051150756163482636 0.093529075828211461 0.57433421567752418 0.07434550964171649 0.035892223473638296 0.045898877084255219 0.68878897161630526 0.019334216597860276 0.2755034180452185 0.6463918320441725 0.18018786729152303 0.107117794734222 0.12228374452681112 0.53556832960218514 0.60464697680163215 0.12697021295025468 40.65236826164849 0.012184636529127602 0.0080566319907688921 1.0442381885597098
leaf_count=240 29 32 13 129 44 154 78 80 97 26 441 24 180 63 6 1 17 95 100 36 114 41 76 142 23 20 1453 11 13 256
internal_value=-4.91113e-06 -0.00191318 -0.000573025 -0.042035 -0.00190071 -0.0213617 -0.0309134 0.0387421 -0.0763914 -0.00979325 0.000599418 0.0490329 -0.00517507 -0.0131849 0.069834 0.0466549 -0.000290155 -0.00715748 -0.0933627 0.000508433 -0.00168817 -0.00859805 -0.00472388 -0.0288071 0.0043575 -0.00143424 0.000233255 -0.0176159 0.0232642 0.00292495
internal_weight=53.1927 11.276 10.9116 0.364469 10.7663 1.22567 1.0576 0.168073 0.249845 0.0684187 9.54059 0.172071 0.748927 0.64868 0.13795 0.100247 9.36852 0.0785416 0.308668 41.9167 8.67973 2.72101 2.6139 0.715756 1.89814 1.77586 41.2988 0.033165 0.0592074 1.64889
internal_count=4034 2516 2232 284 2219 717 477 240 252 123 1502 573 288 243 86 45 929 549 189 1518 912 672 631 256 375 299 1489 89 454 279
is_linear=0
shrinkage=0.1


Tree=323
num_leaves=31
num_cat=0
split_feature=18 3 3 3 4 6 15 10 6 9 15 10 16 18 15 0 15 15 18 13 18 18 7 9 16 19 5 10 12 0
split_gain=0.00503957 0.0230406 0.0266489 0.0296205 0.0323588 0.0211582 0.0207521 0.00927632 0.0383914 0.127902 0.0596261 0.0288063 0.00986009 0.113627 0.0990805 0.0775196 0.0514787 0.123539 0.109472 0.0449938 0.0891097 0.0252636 0.070093 0.037695 0.0174632 0.017097 0.0163309 0.0153421 0.00929808 0.0237362
threshold=16.587089536200001 81.93344998355002 81.589327342850012 81.105404879350019 252.13038187165003 12.165284239900002 20.123524217100002 75.634392583900009 12.350288562550002 210.33238511570002 19.926260352100005 75.408562100950022 18.684956306450005 14.937945183950001 22.233787461850003 94.203572890950014 28.626568391100005 28.343014915050002 14.053554955550002 108.80996591365 12.909082926650003 14.266702464150002 23.514778597300005 189.78071820640002 18.734956189500004 12.651020723000002 16.351273197450002 70.389210771400016 93.660658182900008 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=7 2 3 4 -2 6 -6 11 -9 10 -10 12 13 16 -15 -16 17 19 -18 21 -21 22 23 27 -14 -23 -26 -1 29 -28
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12 -13 24 14 15 -17 18 -19 -20 20 -22 25 -24 -25 26 -27 28 -29 -30 -31
leaf_value=0.0022171081563459884 -0.1003756882438674 0.088352220513080754 -0.10083420688692202 0.10034227270189156 -0.10017042396999763 0.051838031597613715 0.0041616794068913164 0.0001724828506322641 0.012088207144534594 0.0014780792550415204 -0.10203652254850476 0.01851940672636251 0.017246055174176954 0.069998409099452222 0.064516404085405488 -0.10247033931652408 0.029912692578584334 0.097662924930800324 -0.10151225476495203 -0.10323157390111676 0.097578112170792 0.0038155418670509319 -0.10380730935806007 0.10080068590144182 0.016135776832964341 -0.010959063189509505 -0.015912736773541405 -0.10129668329753055 0.00027335303070939168 0.0082879366101045512
leaf_weight=0.055765853348251126 0.028884725858391636 0.034045192840039817 0.023383006012409169 0.032906120557527174 0.019721937273332379 0.093656160752288997 0.57192717972324303 3.7759200270545241 0.05749777526989408 0.67041182606749317 0.2246399385312543 0.85142278395562598 0.60989876108942453 0.049171277319942308 0.031283926732271539 0.24964417959654384 0.11336706469660374 0.13221042113036663 0.14373913486087986 0.027836983494580525 0.10718980715660109 2.5781128700416507 0.088111513850392953 0.035423042252659798 0.63323020302777777 1.1250056383701119 1.1213208858735004 0.019264392534896757 38.886569093275369 0.63467156773549493
leaf_count=206 185 19 9 5 505 30 109 479 15 40 78 28 29 30 11 141 32 11 120 196 86 49 40 2 33 21 91 73 1329 32
internal_value=-8.30935e-06 0.00784599 0.00428865 0.00757884 0.00330479 0.00767479 0.00068389 -0.000129312 -0.00435325 -0.0222933 -0.0787787 0.000291227 -4.15188e-05 -0.0043563 -0.060954 -0.0838748 -0.000135162 0.00254309 -0.0435624 -0.000572278 0.0561794 -0.0025363 -0.0372862 0.0157794 0.000448425 -0.000672976 0.00020022 -0.0243606 -4.8063e-05 -0.00716584
internal_weight=53.0262 0.804524 0.770479 0.747096 0.71419 0.685305 0.591649 52.2217 4.72847 0.95255 0.282138 47.4932 46.6418 4.75613 0.330099 0.280928 4.42603 4.16892 0.257106 4.03671 0.135027 3.90168 0.198565 0.110453 41.8857 3.70312 41.2758 0.0750302 40.6426 1.75599
internal_count=4034 862 843 834 829 644 614 3172 612 133 93 2560 2532 1018 182 152 836 684 152 673 282 391 321 281 1514 70 1485 279 1452 123
is_linear=0
shrinkage=0.1


Tree=324
num_leaves=31
num_cat=0
split_feature=16 8 10 8 3 2 18 7 9 18 6 2 2 12 7 17 17 9 8 16 3 0 5 4 3 2 9 8 6 5
split_gain=0.00494922 0.0311588 0.0306436 0.054457 0.0160799 0.0724178 0.013108 0.0301425 0.0746747 0.0250226 0.0443777 0.108863 0.0811152 0.0499767 0.0283339 0.0264361 0.0892309 0.0251312 0.0267812 0.023433 0.0530209 0.0205739 0.0214543 0.0464344 0.0352928 0.0255903 0.0771268 0.0249506 0.0208568 0.0204838
threshold=22.704946905950003 8.4434108459500017 61.853356207250009 8.2435668022500028 93.980430866100008 145.31340866805002 13.327513832500001 22.938075114600004 189.78071820640002 13.24088655595 16.555386813950005 184.38272419390003 147.36057300110005 152.73554204000004 22.792619241600004 188.19076296340003 190.25644477395002 193.67618212375001 8.2435668022500028 22.624947093000003 93.69276584615001 86.103248543850015 21.991679690250006 264.72530087330006 93.281431752200021 217.08409765600001 202.37225149245003 8.6432548896500023 16.525386113000007 21.633008747850003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -8 14 11 12 13 -11 15 17 29 18 -4 20 -16 -9 24 -24 28 27 -27 -25 -23 -17
right_child=1 -3 4 -5 5 -7 7 21 -10 10 -12 -13 -14 -15 19 16 -18 -19 -20 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0075536665417321059 0.037988755595297241 0.00015005268889112689 0.0083831332670992378 -0.10467884136466164 -0.095895558151139329 -0.001279149569421351 -0.0026123818571698689 -0.013071214369600204 -0.074798045900656862 0.015678109602560171 0.00076042320243460357 0.080814256482674054 -0.015188121034070468 0.10112532341342424 -0.031185174924190897 0.03792639481688239 -0.0003038118827735677 0.018194284625305604 -0.012007109103487368 0.00070209056556511107 0.001594399519727801 -7.4515212351489624e-06 0.021544893080759121 -0.020076904304554513 -0.024476896881604274 0.060762909248393664 -0.00038822657437270227 0.0027333316155773728 -0.016602052408503869 0.086958934643378949
leaf_weight=0.098054687250530459 0.24873370042769138 1.7400104933149121 1.2309457701377926 0.07732741633662954 0.09605935245382724 0.51236427580364818 0.58336762507944584 1.2370523015840706 0.1899776465834293 0.16289315512403779 1.5484977255109695 0.28013547887860568 0.51620124884175311 0.11805999791249633 0.87366817798465524 0.16956866974942364 0.66888032617862336 0.78008946508634824 1.3512498154595958 3.7721615677219233 1.1338346813936366 29.098886160310215 1.4057799059664819 0.87815359246747027 0.62355914199724694 0.24772661644114169 1.2319028696130088 1.0564192114979958 0.77762029257428267 0.17124134919140488
leaf_count=375 39 119 48 7 219 99 212 48 30 39 9 15 14 7 26 22 22 23 38 36 16 2320 23 33 10 27 92 12 35 19
internal_value=-1.13307e-05 0.00488257 -0.000202574 -0.0419306 -5.82747e-05 -0.0162174 0.000137934 -0.000808316 -0.0203453 0.00290249 0.0116038 0.02719 0.00834542 0.0515841 0.000651847 0.00672617 0.0209162 0.00246492 -0.00228698 -0.00394302 -0.0126713 -0.000395022 4.89504e-05 0.00624871 -0.000930808 -4.94198e-05 0.00984999 -0.00762084 -0.000439373 0.062563
internal_weight=52.8804 1.98874 50.8917 0.175382 50.7163 0.608424 50.1079 37.3304 0.773345 12.7774 2.62579 1.07729 0.797154 0.280953 10.1516 4.37198 1.00969 3.36229 2.5822 5.77966 2.0075 36.5571 35.32 4.81998 30.5001 3.4142 1.47963 1.93457 29.8765 0.34081
internal_count=4034 158 3876 382 3494 318 3176 2842 242 334 84 75 60 46 250 172 63 109 86 78 42 2600 2552 187 2365 164 119 45 2355 41
is_linear=0
shrinkage=0.1


Tree=325
num_leaves=31
num_cat=0
split_feature=6 18 18 7 15 10 6 7 9 15 16 16 10 10 19 7 13 13 3 3 13 3 18 6 10 6 7 0 10 3
split_gain=0.00545722 0.0156568 0.200968 0.0260608 0.0816186 0.0942289 0.0422906 0.0422745 0.0655768 0.0310154 0.0250197 0.0302436 0.0244714 0.0761659 0.0431747 0.1197 0.133114 0.0623505 0.0271064 0.0298175 0.0208801 0.0201874 0.0289948 0.0190798 0.015607 0.0494791 0.0609742 0.139282 0.0286517 0.0193805
threshold=16.465384711100004 13.4793103924 13.531614672700002 23.356162058950002 31.504255087500002 66.45599652655001 16.265380038000004 23.445318439400001 194.43273554075003 23.378903124350003 22.664946999500003 22.644947046300004 62.025417527550012 62.095317438950012 14.251149826300002 22.747724408400003 113.97180552410002 111.38282034450002 93.216908757050007 93.794927255050013 105.33378955095002 93.090551224900011 13.603286548350003 16.285380505300001 62.025417527550012 16.525386113000007 23.864758692950002 86.692020874450009 62.020040611300011 93.431985407450014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 -4 9 8 -5 -7 11 12 18 -14 15 16 17 20 -1 -20 -15 22 -9 -16 28 26 27 29 -2 -26
right_child=24 2 3 7 -6 6 -8 21 -10 -11 -12 -13 13 14 23 -17 -18 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.015086371989546155 -0.00038863572047795732 -0.10740354875248888 0.086837338676786655 -0.032847082843702129 -0.10215338248566899 0.054475635835823204 0.10020719563293759 0.021746851383987867 0.085827242616050139 -0.10145245621191346 -0.013657192367758367 0.024506682567525306 0.061676862334124144 -0.052166391931678172 0.011335836414370082 0.081936350226070209 0.10049419445575752 -0.10328077704410994 -0.015401453189983889 0.0058826684446743119 0.066202458603117076 -0.017087827932238217 6.829052463244919e-05 -0.0043711337681970868 -0.1040230251858078 0.00011503900553446782 -0.0013690549104040362 -0.0053662023411012866 0.020569895000422618 -0.059353148373156576
leaf_weight=0.71084254133915115 9.2014769505416645 0.17476940709151989 0.086121818797518013 0.070550627813505851 0.10132878256885647 0.015129475459737307 0.015653695911169052 0.63276404468343272 0.1369439440604765 0.081329181554700369 0.71477356774858058 0.78588835176640248 0.25839755759265859 0.0244661053616827 1.2274856670701413 0.25010840524919331 0.071028627394298383 0.11944820923338284 1.6346503029926682 1.1018854939719487 0.038124077302427395 0.66137555459330499 24.706301418285221 2.0904679352584878 0.20315263792872329 5.191039180895185 1.021104771774844 0.58103284594835714 0.70203810289194812 0.18609805225841569
leaf_count=10 706 18 16 11 22 139 3 7 56 86 30 28 31 38 40 32 7 12 20 57 88 39 2230 51 11 165 27 12 13 29
internal_value=-6.95897e-06 0.000696294 -0.000521661 0.000183034 -0.0291449 0.00817389 -0.0522533 0.000518259 0.0454766 -0.0769952 0.00429613 0.00583985 0.00389083 0.00913239 0.00557916 0.0328749 -0.015613 -0.0609163 -0.00231188 -0.00683125 0.0199328 0.000159473 0.000609645 0.0014397 -0.00147677 -0.00502571 -0.0184263 -0.036377 0.00109707 -0.0826667
internal_weight=52.7958 35.7098 26.6823 26.5075 0.299563 0.198234 0.112112 26.2079 0.207495 0.0964587 9.02757 8.31279 7.5269 4.07953 3.82113 0.503175 0.253067 0.182038 3.44738 2.73654 0.0625902 26.0004 25.3391 3.31795 17.0859 7.18243 1.99139 0.970284 9.90352 0.389251
internal_count=4034 3071 2627 2609 266 244 228 2343 67 225 444 414 386 299 268 177 145 138 87 77 126 2276 2237 91 963 244 79 52 719 40
is_linear=0
shrinkage=0.1


Tree=326
num_leaves=31
num_cat=0
split_feature=9 9 10 15 16 4 19 5 9 8 13 18 18 9 16 4 2 18 3 4 7 8 0 19 2 5 4 8 10 19
split_gain=0.00564784 0.0330017 0.0113276 0.01225 0.0216521 0.0100562 0.0115253 0.0122765 0.0160538 0.0130862 0.00922381 0.00977946 0.00865694 0.00701975 0.00698585 0.0318656 0.0558751 0.107006 0.0183845 0.0761394 0.00955493 0.00832079 0.0242964 0.0900649 0.204902 0.0443489 0.116707 0.0381218 0.0360899 0.031951
threshold=179.18874144770004 177.77223095870002 72.378669787950017 43.030193406950012 22.644947046300004 377.6847677435 13.851117550450002 29.026000224750003 66.346857137250012 5.9453602998000008 99.604685275000008 13.314799198000001 11.928667296000002 32.982044948600013 22.704946905950003 195.50296729855003 157.39400167590003 13.431026577400003 93.980430866100008 234.39952089600004 22.233191240750003 8.543332867800002 86.20003303655001 14.351157895250003 258.06114663960005 22.649179082500002 286.25887787650009 8.3434888241000014 62.079186690200011 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 4 5 6 7 8 10 -10 13 -12 -9 -1 18 -16 -17 -18 20 -20 -2 22 23 24 -22 -24 -27 29 -29 -25
right_child=14 -3 -4 -5 -6 -7 -8 12 9 -11 11 -13 -14 -15 15 16 17 -19 19 -21 21 -23 25 27 -26 26 -28 28 -30 -31
leaf_value=0.052909415634646663 0.011549102152694148 -0.10086542912786281 -0.10005902160854596 -0.1017597038083254 0.097652791424029842 -0.10010702755444877 -0.061877068988199696 0.082940754815624629 -0.10020697504804665 0.10005423689512505 -0.00619236272847751 0.075175736278263336 -0.031647130624284876 -0.10024319335367432 -0.00021879799710907436 0.099288128369359185 -0.047254155540419583 0.078558476346896888 -0.10105237074626072 -0.0024236890806343427 -0.090034568600201592 0.0021512477433053745 -0.00079993831367421045 -0.0014713428872133874 0.0049994346670193751 0.065083211162770258 0.0018597757383438541 -0.027539903776178005 0.0045408014878221678 0.024878361277957624
leaf_weight=0.0043228617353107133 0.71209237017319438 0.037967577632073812 0.010741810304392807 0.010180063545703888 0.025038856867467985 0.0098192561229790698 0.022815008577367735 0.0334155540407437 0.022556675304766571 0.0038148913445183999 0.027830211889522616 0.031477666777277591 0.008213655229582173 0.0097266130511002302 1.5790014941630932 0.093381497907557676 0.1494094292106638 0.12346586903777279 0.092388498441436151 0.51224045678041819 0.3955613527141385 12.158147612040691 31.003615389734591 1.1796667653252373 0.53201396608255891 0.37448799185949511 1.3250779471428584 0.76343692502769023 0.64858245383948088 0.75452397126355197
leaf_count=19 30 17 744 1 6 73 74 79 345 8 23 21 41 44 65 14 34 36 55 70 35 334 1655 25 12 19 58 36 15 46
internal_value=-7.68865e-06 -0.0147692 9.24034e-05 0.00523461 0.0107072 -0.00180499 0.00407449 0.014719 -0.00432096 -0.0712373 0.0197351 0.0369938 0.060332 -0.0531199 6.49739e-05 0.00594536 0.0325202 0.00967136 -0.000161755 -0.0174943 4.84835e-05 -0.00011819 -0.000864388 -0.00795517 -0.0355275 6.22646e-05 0.0157906 -0.000312075 -0.0128043 0.00880762
internal_weight=52.655 0.257921 0.219953 0.209211 0.199031 0.173992 0.164173 0.141358 0.0997289 0.0263716 0.0733574 0.0593079 0.0416292 0.0140495 52.3971 1.94526 0.366257 0.272875 50.4518 0.604629 49.8472 49.1351 36.977 4.27379 0.927575 32.7032 1.69957 3.34621 1.41202 1.93419
internal_count=4034 1495 1478 734 733 727 654 580 460 353 107 44 120 63 2539 149 84 70 2390 125 2265 2235 1901 169 47 1732 77 122 51 71
is_linear=0
shrinkage=0.1


Tree=327
num_leaves=31
num_cat=0
split_feature=9 9 10 7 7 15 7 4 17 13 6 16 4 0 8 8 3 8 17 5 7 19 4 5 16 2 9 7 2 12
split_gain=0.00496177 0.0299772 0.010225 0.0112449 0.024479 0.0130258 0.012786 0.0121847 0.0100964 0.00819677 0.00745703 0.00586254 0.0232378 0.0309507 0.0188525 0.0332678 0.00863667 0.0764622 0.0431669 0.0410903 0.0134894 0.007444 0.00619425 0.0527959 0.116128 0.0312072 0.0788945 0.105837 0.0335661 0.0260151
threshold=179.18874144770004 177.77223095870002 72.378669787950017 22.356277907050004 20.861906850000004 32.393814985100008 22.775216856700002 377.6847677435 160.21442126885003 101.66942111915002 17.335405038950004 22.714946882600003 188.02063977395002 85.121961326250016 8.4434108459500017 9.5425530862500008 93.846007959550022 8.2435668022500028 182.50770257345002 21.043187000650004 22.477322886550002 14.451165964200003 194.89319003730003 21.042547594650003 22.604947139800004 114.12323913765002 197.63955579655001 24.437987282900004 108.63443756215001 140.52911877810001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -5 8 -1 -10 -11 16 21 14 -14 -16 20 -18 -19 -20 -2 -13 23 -22 -25 26 28 -28 -24 -27
right_child=11 -3 -4 5 -6 -7 -8 -9 9 10 -12 12 13 -15 15 -17 17 18 19 -21 22 -23 25 24 -26 29 27 -29 -30 -31
leaf_value=-0.10017746750296992 0.012933355495664479 -0.10078278366006231 -0.10005340585224234 0.055215934829536045 -0.084665111689574787 0.10044733918523074 -0.1002685826493291 -0.10009763918515985 -0.1001147440892784 0.043323698023438467 -0.064264874738257233 0.0062649949338349636 0.039958353630504179 0.05820858496278758 -0.10071950378947421 0.03623631581621059 0.0042428139909258629 0.063240240625788521 -0.0069252055998963134 -0.090659791254500785 0.00046176824818865993 -0.0079739248605565499 -0.026117214294049968 0.081382491476631125 -0.016968295769673118 0.018957594122320044 0.0603385064905443 -0.016565411854379094 -0.1028484775832223 -0.00064685441001474631
leaf_weight=0.0063582922071504502 0.80299282702617247 0.034381222835804692 0.0097201096693737554 0.013314064019539273 0.032726283255179567 0.023466211277991533 0.0087742808644009074 0.0088116027243021477 0.0046484114955660507 0.091738234956949327 0.006928751125371945 0.93508836347609647 0.049535026308148988 0.17474674311233684 0.040145019196188514 0.03177445218898356 1.1188829502425495 0.029183421113145758 0.084944406116846949 0.18899303554456992 15.562142750925659 0.6045179305729107 0.10317606415310265 0.24973630381282497 0.23119879700243473 0.69260893212049524 0.20878863026155148 1.2523570176529686 0.12741453376156642 29.820879690322386
leaf_count=81 39 17 744 16 158 2 42 47 22 237 129 15 4 34 36 11 37 36 9 124 606 41 23 71 13 30 17 100 26 1267
internal_value=-7.94268e-06 -0.0143276 6.77491e-05 0.00501366 -0.0081076 0.0485677 -0.00654808 0.013038 0.0221278 0.0296547 0.0357684 5.79948e-05 0.005609 0.0312595 -0.00751441 -0.0402116 -0.000143906 -0.00782667 -0.0523777 -0.0646948 7.88187e-05 0.000674162 -0.000135118 0.00147024 0.0341025 -0.000934831 -0.0141552 -0.00557632 -0.0685156 -0.000201864
internal_weight=52.55 0.240867 0.206486 0.196766 0.151212 0.0455546 0.0220883 0.118485 0.109674 0.103315 0.098667 52.3091 1.83581 0.296201 0.121454 0.0719195 50.4733 1.422 0.303121 0.273937 49.0513 1.53961 48.2483 16.0431 0.480935 32.2052 1.69174 1.46115 0.230591 30.5135
internal_count=4034 1495 1478 734 674 60 58 516 469 388 366 2539 141 85 51 47 2398 206 169 133 2192 56 2153 690 84 1463 166 117 49 1297
is_linear=0
shrinkage=0.1


Tree=328
num_leaves=31
num_cat=0
split_feature=8 7 0 7 7 12 19 2 0 6 18 5 2 15 3 17 7 15 10 16 0 6 4 18 5 13 2 3 6 13
split_gain=0.00500526 0.0228203 0.0310662 0.0219527 0.0350399 0.0088122 0.00638277 0.00794439 0.0056144 0.0313024 0.0501951 0.0244455 0.0721049 0.0292821 0.0718922 0.0687971 0.121695 0.0366121 0.0289727 0.0270947 0.0721414 0.0301454 0.0225641 0.0737749 0.0363215 0.0471566 0.0207055 0.0318183 0.0770856 0.0394724
threshold=8.9430209551500024 22.649177329550003 87.009258933850006 21.725272673150005 21.147833206800005 69.826413229550027 14.651182102100002 156.81164617195003 85.995710218650018 16.375382608200002 13.142272494650003 22.649179082500002 173.34516805710004 39.883592142850006 92.324340657750014 197.71582798205003 24.786990758350004 39.296024648600003 61.93938686740001 22.594947163200004 86.756543869550015 16.495385412050002 310.34635249255007 14.656441317600001 19.426367441400004 103.77179537715001 200.74412770730004 93.023339771650015 16.505385645700006 109.96062599345002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 4 5 -2 8 -8 9 10 -1 13 -13 17 15 -15 -17 22 -14 21 -21 -20 26 -24 25 -25 -10 28 29 -28
right_child=1 2 -4 -5 -6 -7 7 -9 11 -11 -12 12 18 14 -16 16 -18 -19 19 20 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.082855870490357864 -0.01770543913613791 -0.10105626767066329 -0.010603536003020417 0.055365287269123313 -0.1010018586520046 0.049749431544671568 -0.0017657206938672537 0.014059401204966342 -0.00047650294514490604 -0.00157834238775632 0.040191885411562198 0.035292447275850534 0.017969050135161185 0.075592048846234883 -0.0245598823181441 -0.097047936455979394 0.06824220628730357 0.022601506377261823 -0.010093394460379559 -0.059709071055000208 0.0017808336844034843 0.019658886245857401 -0.082346064714952219 0.030215368542441962 0.073836757678734391 -0.09924105980917497 0.014615098708725445 -0.0057781649775550626 0.0039561440741707095 0.10091256902750437
leaf_weight=0.11177471970683761 0.033432012656702592 0.052988988771630829 0.13396704212573241 0.074294735258092715 0.033164426134931091 0.046033479721700132 0.57043396931839996 0.71464746810215729 34.135793887825301 8.8103973436652101 0.047131476641604664 0.77337038819678072 0.75385520351119373 0.15773805192384216 1.2625788036966694 0.089828483425662853 0.088355833867126421 0.71570502989925344 0.7165603102285163 0.28543377562891681 0.5754834286053665 0.6489847656339407 0.13668924373928071 0.074897973160554798 0.066235935684005653 0.045070559633359153 0.079018740103079521 0.56041054143224756 0.51860637473873794 0.16098457318730652
leaf_count=131 12 35 39 35 16 40 16 31 1854 722 42 16 18 26 22 24 34 14 56 33 29 11 67 521 62 39 72 7 3 7
internal_value=-8.04551e-06 -0.0115371 -0.0362406 0.0131705 -0.0146627 0.0213704 7.46895e-05 0.0070348 -0.000101328 -0.00237172 -0.04636 0.000385315 0.00808481 -0.000373415 -0.013621 0.0274935 -0.0150859 0.00020686 0.00102463 -0.00471257 -0.0186059 0.00404658 -0.000241128 -0.0265566 0.0143974 -0.0184197 -1.46767e-06 0.0122923 0.0256415 0.0725
internal_weight=52.4739 0.373881 0.186956 0.186925 0.11263 0.0794655 52.1 1.28508 50.8149 8.9693 0.158906 41.8456 3.75369 38.0919 1.5985 0.335922 0.178184 36.4934 2.98032 2.22646 0.860917 1.36555 35.7777 0.322894 0.186204 0.119969 35.4548 1.31902 0.75861 0.240003
internal_count=4034 177 74 103 68 52 3857 47 3810 895 173 2915 163 2752 106 84 58 2646 147 129 62 67 2632 689 622 560 1943 89 82 79
is_linear=0
shrinkage=0.1


Tree=329
num_leaves=31
num_cat=0
split_feature=6 7 8 7 10 6 7 5 5 10 15 5 13 8 9 9 4 6 15 19 0 0 15 18 16 5 5 4 2 6
split_gain=0.00498842 0.014053 0.0367153 0.021234 0.0136233 0.0358603 0.0488775 0.0970052 0.035551 0.0243515 0.0612029 0.0721426 0.0388783 0.171527 0.0380862 0.0270163 0.0232524 0.0196107 0.0161881 0.0126521 0.02433 0.0229877 0.0117817 0.0189298 0.054286 0.0208376 0.0201508 0.0123534 0.0110843 0.0108432
threshold=16.465384711100004 22.233191240750003 8.2435668022500028 20.861906850000004 62.025417527550012 16.525386113000007 23.864758692950002 20.872540794500004 23.042623356550003 61.987779113750001 44.891409666300007 24.628131835750001 117.63886241405002 8.3434888241000014 196.26893085885004 187.11236276785004 273.21071223870007 16.575387281250006 26.809453849000004 14.351157895250003 86.565663342300013 86.382848189450016 43.030193406950012 12.920478434700001 22.794946695500006 22.862610686750006 23.314013922700003 181.80369070585002 108.24034454255001 16.235379337050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 9 6 7 -6 -9 10 12 -12 13 15 -11 17 22 18 -2 20 -7 -21 23 24 25 -14 -27 -28 -25 -3
right_child=4 29 -4 -5 5 19 -8 8 -10 14 11 -13 16 -15 -16 -17 -18 -19 -20 21 -22 -23 -24 28 -26 26 27 -29 -30 -31
leaf_value=0.020773884096449008 0.035752226198157384 -0.00059758861545243459 0.074294213917098076 -0.082379522153214979 -0.0060881524274815184 0.0036694773038494612 -0.0011637256539978231 -0.10317164579164968 -0.042034882496270701 0.016999771910968502 -0.10353442646200128 0.0047093300056465877 -0.10212252020838238 -0.10465570991140163 -0.0023564139425312001 0.066894755278383664 0.019008596951180633 0.0024501185863304766 -0.10267786519960945 -0.0059912114161633084 -0.012457946441557665 0.020178172234144764 0.0090772237260694898 0.0079165220649114309 -0.0051004428616846587 0.10036546050212469 0.054824556251305903 -0.10090693467585701 -0.0062370389416544362 0.0032582785662329701
leaf_weight=0.053481638611452165 0.01138672142496755 24.979753191209852 0.088207977591082454 0.0318337184935924 0.55375169718172301 2.1570785644157735 1.0220750250155104 0.18450617134658387 0.19631876207388643 1.9499403597833405 0.1291187691676895 0.11769933301502533 0.091475568478927793 0.18902601394802332 2.1236580073477853 0.06142009564791806 0.72335000089640278 0.52927721780915249 0.032727809273637831 0.63021257336367831 1.6517099485765809 0.71819452309864573 0.96846551867201913 1.1365994692314418 0.62209987450205517 0.010971171781420708 0.0068663069441754479 0.01973098829432729 1.0782174121477508 10.30049018343338
leaf_count=130 76 2356 11 181 10 67 27 16 26 41 11 39 12 12 39 5 44 237 12 32 30 36 12 19 56 1 21 45 37 393
internal_value=-6.34787e-06 0.000667804 0.0290561 -0.0177157 -0.00141929 -0.00475049 -0.0162772 -0.0328056 -0.0716551 0.000998326 -0.00320484 -0.0519166 -0.00101152 -0.0210363 0.00690896 0.0038628 0.00253034 -0.002889 -0.0669467 -0.00037723 -0.0033243 0.00794724 -0.000499213 -0.00362618 -0.0173444 -0.0763704 -0.0136664 -0.0607036 0.00102628 0.000528178
internal_weight=52.3696 35.4538 0.173523 0.0853154 16.9159 7.11385 1.95665 0.934577 0.380825 9.80203 5.72843 0.246818 5.48161 0.823838 4.0736 0.634812 4.65778 0.573392 0.0441145 5.1572 3.80879 1.34841 3.93443 2.96596 0.751144 0.129044 0.0375685 0.0265973 2.21482 35.2802
internal_count=4034 3071 322 311 963 244 79 52 42 719 639 50 589 342 80 330 247 325 88 165 97 68 203 191 135 79 67 66 56 2749
is_linear=0
shrinkage=0.1


Tree=330
num_leaves=31
num_cat=0
split_feature=15 16 9 6 19 2 5 6 3 17 5 19 15 13 0 5 18 4 15 5 6 3 0 10 0 6 18 3 10 10
split_gain=0.00520819 0.0152237 0.0596001 0.0155924 0.0109444 0.0475282 0.00677855 0.0514251 0.0698607 0.0578612 0.0290915 0.0236155 0.0171419 0.0158937 0.0125393 0.012006 0.0675339 0.126465 0.0149203 0.0138595 0.0130178 0.0254149 0.0817762 0.0811788 0.0438528 0.065587 0.0330496 0.0344215 0.0641707 0.0318774
threshold=46.683480308100009 22.584947186600004 206.57490536735003 16.585387514950003 14.651182102100002 156.81164617195003 24.279163357700003 16.505385645700006 93.620177476600006 188.64489188380003 26.575048724050003 14.351157895250003 45.169600924000008 117.60660091645001 67.04476885710001 22.649179082500002 13.405476405600002 286.25887787650009 40.94720173475001 22.468249633400003 16.455384477450004 93.579850604650019 85.812895065800021 61.950140699950005 85.705356740550016 16.445384243750002 13.222029912150001 89.805255389500005 62.020040611300011 62.111448187750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 12 8 -8 11 -10 13 15 -9 -15 18 -17 -18 19 20 21 26 23 -23 25 -25 27 -1 -29 -30
right_child=1 2 -4 -5 5 -7 7 9 10 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0035142253894105027 0.0020052026997324432 -0.10101932494349358 -0.0031850989296339548 -0.013816290077648797 -0.0036517978348639259 0.048383527233019842 0.096591471691226061 0.0025168911293818432 -0.10098367199782179 -0.10301339246549453 0.051591955897522385 0.063287309143039636 -0.012033056853111965 0.054390866325625079 -0.10080556329103581 -0.00030463033819226587 0.082169870913787843 0.0054165581545342683 -0.011405568700202491 0.014655456149831518 -0.0037846937708886233 -0.10504876578508418 -0.10283660048075301 -0.090815084398591997 0.070204385930827798 0.10047738203147988 0.00012347332931203345 0.0046150554825982728 0.085866479153326389 0.028263728042453778
leaf_weight=0.58231172740355563 1.0468540229439032 0.092122849157874387 0.53176036314107478 0.026374965324066579 0.60690551293737272 0.24695695915579563 0.12688178262391048 0.56074071138219495 0.031655216202182146 0.053937349163042825 0.02064808387967787 0.062336793781014421 1.1899332711416253 0.0065189690667466485 0.025850073022240849 5.6192387876128285 0.30019804015705609 0.75350202602780314 1.2221408434381817 0.6192532048889906 8.89743102993077 0.054036086411790474 0.099708269830443896 0.052138766191852426 0.12335529131814837 0.027312540449202061 28.371997302498521 0.51577545702457428 0.20262779947370291 0.1826908506845939
leaf_count=19 24 84 20 8 35 32 20 349 49 18 33 18 38 13 82 148 23 58 54 14 200 10 10 68 19 2 2533 2 22 29
internal_value=-1.03377e-05 -0.00545936 -0.0174766 -0.0816099 0.00017258 0.011398 -2.02684e-05 0.0086355 0.056502 -0.00345522 -0.0407505 0.00473752 -0.000177832 -0.00141616 -0.0695498 0.000118385 0.00405171 0.0272835 -0.000522552 -0.000187766 -0.000422792 0.000567289 -0.025973 0.00386604 0.0328855 -0.0250555 0.000884249 0.015435 0.0276806 0.0585553
internal_weight=52.2532 1.69711 0.650258 0.118498 50.5561 0.853862 49.7022 0.888569 0.179185 0.709384 0.0523033 0.655447 48.8137 0.59311 0.032369 47.6237 6.67294 1.0537 40.9508 39.7286 39.1094 30.212 0.356551 0.256843 0.202807 0.0794513 29.8554 1.48341 0.901094 0.385319
internal_count=4034 136 112 92 3898 67 3831 582 102 480 82 462 3249 444 95 3211 229 81 2982 2928 2914 2714 109 99 89 70 2605 72 53 51
is_linear=0
shrinkage=0.1


Tree=331
num_leaves=31
num_cat=0
split_feature=8 4 9 5 6 8 16 2 7 16 8 17 17 18 7 6 10 9 4 0 9 9 5 4 5 10 16 17 15 19
split_gain=0.00500853 0.0209665 0.0294405 0.02232 0.0158061 0.0115032 0.00566093 0.00691729 0.0174322 0.0181921 0.00738688 0.0225681 0.0779886 0.0270012 0.0190602 0.023709 0.0182745 0.0170535 0.0150802 0.0151075 0.0764811 0.0483354 0.0302589 0.0874072 0.0257586 0.0214618 0.08129 0.0479765 0.0167192 0.0163604
threshold=8.9430209551500024 168.01744813895002 226.28914430085004 26.429668882900003 18.080422446150003 9.5425530862500008 22.764946765650006 60.327272492300004 23.699538637550003 19.254954973500002 8.543332867800002 197.78839148195001 200.79056394860001 13.036600629150001 23.109894804950002 16.455384477450004 67.074341896550024 202.49517884540003 157.07313959035005 86.20003303655001 195.30595290385003 197.63955579655001 22.649179082500002 286.25887787650009 21.043187000650004 62.084563606450011 22.614947116400003 193.82841840970002 45.169600924000008 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 3 -3 -2 -6 7 8 9 -1 18 13 -13 -12 15 -15 -14 -16 -9 20 24 -22 -21 -24 -20 29 27 -27 -25 -26
right_child=1 2 -4 -5 5 -7 -8 10 -10 -11 11 12 16 14 17 -17 -18 -19 19 22 21 -23 23 28 25 26 -28 -29 -30 -31
leaf_value=0.012960362235317772 0.069732440193360667 -0.10089862682017231 0.011858651394145043 -0.015563493445316965 -0.039536674184473673 0.0276498287522699 0.0089205950961838126 -0.031620145112127934 -0.019436210018435117 -0.011068539216780096 0.01353584117736621 0.062685427277398412 0.011192293805222683 -0.024968957415920669 0.0064137419212919365 0.0013432351366803681 -0.0097515799664658794 -0.0036445333346605013 -0.050992345942527106 -0.00022654653988978562 -0.013484343528928376 -0.10344581647532335 0.058819914959295574 0.012009607930201512 -0.010372609434047331 0.062533614081266189 -0.10185469597818708 -0.10203926057315371 -0.010640307174963819 0.0023197323570975379
leaf_weight=0.6249849666692231 0.041569263798236444 0.069331832325588039 0.0902890067845874 0.054937709199293749 0.047339298675069585 0.055195233149333944 0.71332059681299043 0.15522025579161791 0.63834867856348854 0.63540611193457153 1.3290811818874875 0.26222744768483552 1.3141944443304963 0.72693496331021179 2.7713760030874255 0.6474685201342254 0.60998211098672062 4.3026846827488043 0.10828678104556999 29.204438522345601 0.11472579116664849 0.12457767102932849 0.34054631303570104 0.73771470674841999 1.3250181746027658 0.081284037565724776 0.093468710195793392 0.022649765615099682 0.58380361630770494 4.3485551156252029
leaf_count=20 15 59 28 26 14 35 51 22 47 26 39 40 70 27 26 20 30 58 40 2463 17 25 26 48 485 120 18 12 33 94
internal_value=-7.82842e-06 -0.0117843 -0.0315989 -0.0631732 0.017718 -0.00336959 7.36859e-05 -4.98037e-05 -0.00597242 0.000846574 0.000178744 0.00234046 0.011525 0.000286651 -0.00179766 -0.0125735 0.00455289 0.000295956 -0.000515737 -0.000385549 -0.00488226 -0.0603169 0.000520388 0.0136449 -0.00266364 -0.00177225 -0.034186 0.0266691 0.00200362 -0.000644464
internal_weight=52.175 0.358662 0.214559 0.12427 0.144104 0.102535 51.8163 51.103 1.89874 1.26039 49.2042 11.9639 2.1864 9.77755 8.44846 1.3744 1.92418 7.07406 37.2403 37.0851 6.21857 0.239303 30.8665 1.66206 5.97926 5.87098 0.197403 0.103934 1.32152 5.67357
internal_count=4034 177 113 85 64 49 3857 3806 93 46 3713 310 140 170 131 47 100 84 3403 3381 811 42 2570 107 769 729 150 132 81 579
is_linear=0
shrinkage=0.1


Tree=332
num_leaves=31
num_cat=0
split_feature=17 12 8 16 8 18 6 17 17 17 0 17 5 18 6 5 5 17 9 5 6 6 15 6 15 6 18 17 13 14
split_gain=0.00436748 0.053448 0.0465284 0.0388757 0.0169323 0.01179 0.0104004 0.0117388 0.00621984 0.00944418 0.0623272 0.0227397 0.0374043 0.0761141 0.0518961 0.0193702 0.0159363 0.0128242 0.0139988 0.00926878 0.00568479 0.0139272 0.0931313 0.0923145 0.125381 0.0631542 0.200939 0.0520926 0.0382945 0.0261809
threshold=214.03087950770001 196.02356660640004 8.6432548896500023 17.684958644900004 8.2435668022500028 19.424700258350004 10.510245570250001 252.75344531235004 212.37354083175003 208.33805927010005 96.682331287150021 205.32027903760002 19.234448447350001 15.343833331950004 13.835323260100003 20.120233242600005 20.507253108450005 204.49254535040004 202.86075815500001 21.991679690250006 16.465384711100004 14.845346859150002 30.243446395250004 15.035351298550003 29.198705243000003 15.155354102400002 14.395252042950002 191.46721301340003 109.55466881580001 277.23638966875006
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -3 7 -2 9 11 15 17 13 -13 -15 -11 -14 20 -19 -18 21 29 23 28 27 26 -24 -25 -23 -1
right_child=1 2 -4 4 -6 -7 -8 -9 -10 10 -12 12 16 14 -16 -17 19 18 -20 -21 -22 22 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00044617565821764618 -0.10025614567228656 -0.10015725750250509 -0.10102129470149085 0.085987284756300866 0.013819626938913141 0.051875224526831243 -0.10057268545877654 0.099390362704081733 0.0075924285583897789 -0.10203179546821517 0.00063672846637879293 -0.10178455236194253 0.076405350204499123 -0.079348214561877725 0.086780318206961443 -0.036048249842581412 -0.006866101296808225 0.0019486573217327335 -0.019587141684051821 0.049827919167099749 -0.0013045578866022873 0.037115707583526968 -0.097862969706652772 0.0014685740141412741 0.094614451487288032 0.002807776829993499 0.034224983488593465 -0.10190940567939777 0.10104179618337231 -0.032794226921884363
leaf_weight=16.947587687843736 0.0057641150587838252 0.023711755153041025 0.029499935801140964 0.083509678031077783 0.053236431420373265 0.0064988393633527144 0.063192259671268403 0.0060219572642381536 1.0731399263910706 0.073387899872261353 1.0691382333685373 0.060062733154380932 0.11420471554447431 0.025759737784440517 0.06963613152038306 0.11298489517321286 0.053320102480938658 0.53638955523960763 0.69024156956925253 0.062801465310258209 16.687994839788391 0.17048966386448761 0.24136771596385997 0.1017221010256204 0.089949464425444603 12.869731783797674 0.22027416214405093 0.093591921439099224 0.20807771815452725 0.25394969704240367
leaf_count=1089 58 91 6 35 27 99 58 2 27 24 74 11 18 69 7 40 22 26 31 25 919 31 28 70 11 456 17 16 13 634
internal_value=-7.69733e-06 -0.0126594 0.0147543 0.0352109 0.0578918 -0.0674524 -0.0844881 0.00175093 5.85652e-05 -0.000100735 -0.00866584 0.000116522 0.0243001 -0.0136011 0.0419206 -0.0620305 0.0498815 -7.34475e-05 -0.0101698 0.0237955 0.000185185 0.000982089 0.00332454 0.0398812 -0.00307783 0.00150422 -0.0348367 -0.0480688 0.0722524 -0.000923736
internal_weight=52.0972 0.271435 0.196457 0.166957 0.136746 0.0302106 0.0749783 0.0117861 51.8258 50.7527 1.25551 49.4972 0.385785 0.155459 0.0953959 0.186373 0.230326 49.1114 1.22663 0.116122 47.8847 31.1967 13.9952 0.663831 0.285263 13.3314 0.461642 0.195314 0.378567 17.2015
internal_count=4034 376 258 252 62 190 118 60 3658 3631 138 3493 152 87 76 64 65 3341 57 47 3284 2365 642 141 97 501 45 86 44 1723
is_linear=0
shrinkage=0.1


Tree=333
num_leaves=31
num_cat=0
split_feature=18 0 0 0 4 6 16 8 10 6 9 0 18 10 6 16 18 15 0 16 16 3 5 4 19 10 10 7 10 8
split_gain=0.00453941 0.0206634 0.0236238 0.0258998 0.0274216 0.0179116 0.0117177 0.0216059 0.00639549 0.0319793 0.114737 0.0324789 0.0427397 0.0281599 0.00858171 0.00749042 0.0986231 0.0910452 0.0680637 0.0540629 0.0755136 0.0450837 0.0783616 0.0280627 0.0429847 0.0236228 0.0409192 0.0231984 0.0282716 0.0205686
threshold=16.587089536200001 97.752337623100019 97.991610396700011 98.674478761850011 252.13038187165003 12.165284239900002 17.684958644900004 7.5441126493500006 75.634392583900009 12.350288562550002 205.67007911670001 97.878695155250014 15.981927061500002 75.408562100950022 11.805275828400001 18.684956306450005 14.937945183950001 22.233787461850003 94.203572890950014 18.404956961200003 17.874958200600002 85.63276837105002 19.234448447350001 195.50296729855003 12.851036860900001 72.752365468100024 71.015621515800021 24.437987282900004 71.096275259700022 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=8 -2 -3 -4 -5 6 7 -6 13 14 -11 -12 -13 15 -10 16 19 -18 -19 20 25 27 -23 24 -22 26 29 28 -21 -1
right_child=1 2 3 4 5 -7 -8 -9 9 10 11 12 -14 -15 -16 -17 17 18 -20 21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018795707169692671 0.087181083558625694 -0.10074797744677338 0.10029326326300536 -0.10031684189204169 0.0013079008586316192 0.048715448908448061 0.057782108144386335 -0.10014732989580977 -0.0017216759919247726 -0.096200363352797594 0.0078366035861623887 -0.0032720963139411989 -0.10142188946025339 0.018301476721437379 0.010903886880483165 0.00032874981978916671 0.067605892056788394 0.060763214364639655 -0.10220190911935434 0.10023301766783439 0.099522945574816779 0.056922222615201593 -0.08861511817849213 0.088642343717301203 -0.10098756691090396 0.0015305885762681281 -0.093002040280875553 -0.10195841964429449 -0.10009305733311409 0.10052878262591412
leaf_weight=0.054814618841388607 0.031292369407763476 0.020836280483763403 0.028732774125273863 0.024585638618145111 0.52738774320294812 0.090043336851522326 0.033980190637521446 0.021860651878938597 3.1276537538364972 0.16385559176740105 0.57537907867299509 0.11896551777317654 0.07075196494042757 0.84679778462435606 0.65029333468221739 40.997290208300058 0.047436474594016675 0.028964331695476631 0.22254067918231613 0.013989362865686306 0.020672186416049843 0.088923844508826733 0.063353700497373211 0.13610718438303593 0.022144522902408426 3.7324362665801374 0.072232193687142399 0.11418627703824313 0.014191760936228093 0.019615393364802003
leaf_count=412 19 9 5 185 472 30 21 121 447 46 17 37 33 28 32 1514 30 11 141 2 3 16 85 33 61 73 49 22 78 2
internal_value=-7.89414e-06 0.00756971 0.00423663 0.00724725 0.00341628 0.00720427 0.000795455 -0.00273012 -0.000123139 -0.00363575 -0.0202583 -0.00399433 -0.0398754 0.000232453 0.000451546 -0.000102731 -0.00390562 -0.0594669 -0.0834342 -8.96681e-05 0.00291339 -0.0414496 -0.00362728 0.0664299 -0.00417978 -1.63144e-05 -0.0393838 -0.0819047 -0.000649395 0.0126512
internal_weight=51.9813 0.778719 0.747427 0.72659 0.697858 0.673272 0.583229 0.549248 51.2026 4.7069 0.928952 0.765097 0.189717 46.4957 3.77795 45.6489 4.65161 0.298941 0.251505 4.35267 4.05802 0.294645 0.152278 0.178924 0.0428167 3.8791 0.146662 0.142367 0.0281811 0.07443
internal_count=4034 862 843 834 829 644 614 593 3172 612 133 87 70 2560 479 2532 1018 182 152 836 633 203 101 97 64 536 463 102 80 414
is_linear=0
shrinkage=0.1


Tree=334
num_leaves=31
num_cat=0
split_feature=17 17 15 12 19 9 0 6 2 8 12 10 17 13 16 18 7 8 17 17 15 16 2 8 9 5 9 19 8 16
split_gain=0.00510491 0.0327415 0.0283554 0.0472771 0.0505519 0.0412514 0.0385245 0.0241239 0.0214706 0.0206116 0.0182363 0.0140569 0.109965 0.0809427 0.135025 0.0649804 0.0211789 0.0737565 0.0134663 0.0342378 0.0324187 0.0156492 0.0363043 0.0114685 0.0112843 0.0430905 0.0309309 0.0787181 0.0298475 0.0257609
threshold=183.35201426355002 182.50770257345002 20.520114807950005 97.388883832800005 12.250988447150002 206.75106037490002 97.878695155250014 13.315311110100001 49.864842700850012 7.4441906275000003 79.133367176650012 75.634392583900009 189.72181505755 104.29066779635001 15.584963555600002 15.117211030200002 25.934372643900002 7.5441126493500006 186.57794620975002 187.51563899930002 26.583493790300004 22.604947139800004 76.243484112200022 8.6432548896500023 189.78071820640002 21.072048321250005 192.31210988165003 14.451165964200003 8.1436447804000007 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 8 3 -2 5 -5 -6 -7 -1 -8 -10 13 -13 14 -4 -16 17 -14 21 -20 -21 22 -15 -12 25 28 27 -26 -22 -27
right_child=2 -3 11 4 6 7 9 -9 10 -11 23 12 16 18 15 -17 -18 -19 19 20 24 -23 -24 -25 26 29 -28 -29 -30 -31
leaf_value=0.035650777481867665 -0.10084054067608464 -0.02298707950748962 0.075152423368288285 0.0926083161909831 0.092194838742172658 0.066307714456696226 0.033643805385246084 -0.038644918562755863 -0.05492527639274624 -0.10059144722555638 -0.0021671008876336531 -0.10149342704360416 -0.0024250792961094513 0.00053238937673129566 0.048778521942560341 -0.10289204739005327 0.0019697265431533099 -0.091805647255433484 -0.021542505535067362 -0.021152006832886733 -0.0011443189845264266 0.00091275527879716039 0.029510629011384168 0.01196010349575022 -0.053704957928624147 -0.012627483135313314 0.00031784973754269053 0.016909169637186437 0.072485235845171303 0.010645353303291062
leaf_weight=0.16251294345644662 0.02613134264132444 0.70377586115357527 0.33596259022049579 0.15623142165829673 0.019844504844552802 0.038957405156509139 0.015125604227819167 0.050021852279314771 0.062492882132573757 0.046928700815669799 5.2463590089336227 0.11710259496223274 0.49448207401343358 1.0446598992857605 0.044419369599268066 0.077587449268321507 2.202657917978982 0.1135188090192969 0.75854158603101396 0.71475972609681448 0.084303689916850444 3.3271524839977928 0.73756733211780545 0.64531936082443042 0.35076065179393268 0.73450478094739002 31.749759479262735 0.28706804203102365 0.15869258949533105 1.3494370378348319
leaf_count=35 32 60 22 444 30 108 39 13 21 42 1093 84 68 28 45 17 167 59 36 70 34 59 33 68 43 32 1124 30 36 62
internal_value=-1.15228e-05 -0.00256109 0.000374593 0.0285956 0.0389357 0.0616548 -0.0290869 0.00730604 -0.000210903 -0.0678719 -0.00118971 0.000151492 -0.00654675 0.000621155 0.0424307 -0.0476729 -0.00259092 -0.0191132 0.000157504 -0.000521022 -7.09517e-05 0.00496325 0.0125249 -0.000619739 0.0003631 0.00708944 -0.000120165 -0.0219236 0.0469406 0.00244262
internal_weight=51.8566 6.82046 45.0362 0.353241 0.327109 0.245211 0.0818988 0.0889793 6.11668 0.0620543 5.95417 44.6829 2.92776 41.7552 0.457969 0.122007 2.81066 0.608001 41.2972 36.1878 35.4293 5.10938 1.78223 5.89168 34.7145 2.32694 32.3876 0.637829 0.242996 2.08394
internal_count=4034 1277 2757 708 676 565 111 121 1217 81 1182 2049 378 1671 84 62 294 127 1587 1467 1431 120 61 1161 1361 164 1197 73 70 94
is_linear=0
shrinkage=0.1


Tree=335
num_leaves=31
num_cat=0
split_feature=16 6 8 8 19 13 18 7 4 5 5 10 6 15 3 5 6 16 18 3 7 18 8 13 7 19 19 7 15 2
split_gain=0.00469005 0.0222267 0.0601612 0.0335456 0.0305665 0.0669394 0.0267464 0.0296245 0.0544592 0.0419516 0.0266334 0.0630538 0.0556284 0.0608512 0.0520251 0.0895038 0.117723 0.0760668 0.071357 0.0452336 0.145488 0.02582 0.125877 0.0303629 0.0693823 0.0360177 0.0229344 0.0202658 0.0201317 0.0154517
threshold=22.544947280100004 16.565387047600002 8.4434108459500017 5.9453602998000008 14.451165964200003 117.45067034490002 13.552878921100001 23.433599577300004 160.76806275915001 20.204934414350003 21.454033346250004 66.590419433100024 15.075352233200002 30.501457990950005 86.589859465500012 19.426367441400004 14.845346859150002 18.684956306450005 15.064837217800003 84.812788641250009 24.081116689550004 13.24088655595 8.2435668022500028 113.97180552410002 23.127267687200003 12.751028791950002 14.351157895250003 24.081116689550004 33.423812040500003 80.683647763550013
decision_type=2 2 2 2 2 2 2 2 2 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 21 8 -8 29 11 -9 14 -14 15 16 19 -18 -17 -13 -21 23 -23 24 25 -1 -4 -12 -2 -10
right_child=28 2 26 -5 5 -7 7 10 9 -11 27 12 13 -15 -16 18 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.032273558579579753 0.016827823143022676 -0.01183296389219483 -0.0044163263653162936 0.10158968742899668 -0.05225310487977302 0.0040748495357849877 0.056181593563666504 0.028933423745173287 -0.10203265973401313 0.089268437120055832 -0.02701956747626796 0.00081872271559087792 -0.091827305007097168 0.0034464261467419426 0.045283581524082496 -0.10177776553046854 -0.0014184288128441364 0.090835281611621507 0.018915138249481159 -0.00075484715610062419 -0.096175067752109961 0.0012225167529238221 0.089647844579412661 0.008261264093794669 0.10033138883558046 -0.088282986030997823 0.037834598109156181 -0.0010161357825245593 -0.0014045475588968662 -0.043587730907558832
leaf_weight=0.031316764901219485 0.62055160863383463 0.033993306176053006 0.5792346343130248 0.11195339735422749 0.34531404718290915 0.54231423520377575 0.052639081987179703 0.78548526348823244 0.089677297908565379 0.017576978050655612 0.60708941425016039 17.269691693272925 0.13694646543444733 0.13132453942671418 0.25781709771979322 0.15161071173474638 0.14383347140392189 0.23607005411759019 0.07236884786743758 0.72301596690665704 0.2051204896772667 0.5880595941890191 0.2216731229564175 1.6420124202846009 0.031401361693269791 0.11876062337326232 0.16509137993853074 0.59194662924471686 25.155714088738051 0.091279853149782042
leaf_count=115 28 387 55 12 45 10 9 30 11 54 16 1617 29 11 21 77 31 17 42 31 129 51 75 62 4 29 40 44 763 189
internal_value=-9.9712e-06 0.000938372 0.0164659 0.0751717 0.000387281 -0.0178384 0.00105587 -0.00010595 -0.0342484 -0.0582249 0.000296431 0.00115955 3.08179e-05 -0.0451887 0.000667302 5.55048e-05 0.000813087 0.0559075 -0.0627813 -0.000337082 -0.021843 0.01057 0.0254299 0.00397139 -0.0348432 -0.0631264 0.00495492 -0.0141821 -0.000965612 -0.0725514
internal_weight=51.7509 25.9746 0.890273 0.145947 25.0843 0.887628 24.1967 21.5635 0.251173 0.198534 21.3123 20.1133 19.3278 0.268271 19.0595 18.8017 18.5777 0.379904 0.22398 18.1978 0.928136 2.63322 0.809733 1.82349 0.181479 0.150077 0.744326 1.19904 25.7763 0.180957
internal_count=4034 3243 494 399 2749 55 2694 2358 263 254 2095 2035 2005 40 1965 1944 1825 48 119 1777 160 336 126 210 148 144 95 60 791 200
is_linear=0
shrinkage=0.1


Tree=336
num_leaves=31
num_cat=0
split_feature=8 7 17 13 8 17 12 12 17 17 15 16 12 2 6 19 14 17 17 2 17 7 4 15 18 19 8 7 18 18
split_gain=0.004528 0.016199 0.0217935 0.0155801 0.0328068 0.00949042 0.00563449 0.0144234 0.00776948 0.133297 0.0294901 0.0440946 0.0614119 0.0279169 0.017286 0.02248 0.0138765 0.0199935 0.0344837 0.0128529 0.0127526 0.0224388 0.0140697 0.0121811 0.0840311 0.0121101 0.0117152 0.0153961 0.00993216 0.0274015
threshold=8.9430209551500024 22.907491544400003 205.45998821870003 115.28646154990001 9.5425530862500008 189.43751236195004 69.826413229550027 81.514192512750014 183.35201426355002 182.63036160245002 20.520114807950005 14.184966829400002 189.11492007315005 171.97230602530001 12.350288562550002 12.250988447150002 197.99229545085004 166.55038043095001 170.32046494050002 62.922191810850009 180.29620661735001 20.752538901500003 206.42553247045004 22.151858238250004 16.678478692200006 11.850956171350001 7.8438787148500007 18.858409226550005 13.036600629150001 12.971888692100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 -2 -1 -8 9 16 11 13 25 -10 15 -14 -9 -18 26 -12 21 -20 -23 24 -21 -13 27 -19 29 -25
right_child=1 2 -4 4 -6 -7 7 8 10 -11 19 12 14 -15 -16 -17 17 18 20 23 -22 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.0094891828036960408 0.009679289617778853 -0.089561810714250942 -0.0061329415968134262 -0.075287902930770922 0.021603211049233274 0.097984326466779986 -0.014809197177415105 0.0016419311764131314 -0.10066123820814746 -0.0972233926717085 0.013708396447546315 0.10046747144183797 0.094337251422774326 0.030667397333094561 -0.10075482563977445 -0.10014360515703276 -0.076775218350494917 0.063260262392925523 0.03099279481928063 -0.095499299012658467 -0.0084731395506587523 -0.012418295780134335 -0.10170892329918993 0.00074317596681328004 0.0026210329779651222 0.05158131448817696 0.099215195212926724 -0.1002149770548509 -0.00010828075430857425 0.02148348942670688
leaf_weight=0.62694187765737197 0.023571636458881495 0.051749221289355773 0.079277705135609722 0.051281340673085651 0.10970471648033708 0.025162999460007995 0.65353398149915065 4.6238168350087712 0.036483101809972385 0.14718342598313672 0.71190194884548574 0.094897900860814843 0.014437749361867702 0.029094552825914555 0.027933761080021213 0.010102233652276027 0.043654428380634935 0.018709125208260846 0.028832666088817294 0.10459533006700539 1.0124438047416484 0.026450066041434184 0.053023938578458996 2.8942242283782771 0.52727699276842088 0.10873304118058513 0.037632143183145672 0.0083244766198689035 38.612878318659099 0.81677393546533483
leaf_count=28 38 35 23 34 40 7 56 445 186 41 30 12 21 386 10 32 262 51 89 80 55 4 146 60 43 34 3 58 1687 38
internal_value=-9.14983e-06 -0.0114986 -0.0390833 0.00573547 -0.00926099 0.0552735 6.72107e-05 -4.943e-05 0.000143531 -0.00323208 0.000603959 0.0307709 0.0495056 -0.0423952 -0.0469591 0.0142764 -0.000868468 -0.0103127 -0.00786513 0.000381731 -0.011962 -0.0445759 -0.0719917 0.00016087 -0.0136211 0.0743637 0.0631399 0.0129212 0.000366626 0.00530803
internal_weight=51.6106 0.340748 0.131027 0.209721 0.160986 0.0487346 51.2699 50.6429 49.9894 6.00007 43.9893 0.321682 0.256105 0.0655777 0.0524737 0.02454 5.85289 1.22907 1.18542 43.6677 1.12075 0.108307 0.079474 42.9557 0.631872 0.203631 0.0646657 0.0270336 42.3239 3.711
internal_count=4034 177 58 119 74 45 3857 3829 3773 1154 2619 681 109 572 63 53 1113 668 406 1938 294 239 150 1908 123 46 112 109 1785 98
is_linear=0
shrinkage=0.1


Tree=337
num_leaves=31
num_cat=0
split_feature=16 18 7 2 18 12 16 12 8 9 17 15 15 2 14 8 16 16 6 2 19 18 4 6 12 9 16 16 4 9
split_gain=0.00412191 0.0202639 0.122732 0.0403976 0.127453 0.0820165 0.0545787 0.0559931 0.0476732 0.0250466 0.0341874 0.0164302 0.0152624 0.0270245 0.0472645 0.0537552 0.0513907 0.0405914 0.0254571 0.0300036 0.0436375 0.0195058 0.0159114 0.063286 0.024037 0.0281468 0.0752892 0.0330162 0.027137 0.0194802
threshold=22.544947280100004 13.712081531300003 23.729953793150003 132.99388411665004 13.471574737400003 142.87155597255003 20.864951208700003 136.25092175885001 8.7431769115000026 190.73543849905005 186.26099832155003 33.423812040500003 39.296024648600003 188.47750099235003 300.28003674255007 8.0437227585500022 15.524963695900002 17.874958200600002 14.935348962050002 198.51835910855002 12.651020723000002 17.399600107550004 271.38025028115004 13.315311110100001 179.90801194620005 212.96061447425004 20.824951302200002 19.844953593850004 266.52371110730007 206.36238950785003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 9 -8 10 -1 -2 13 22 18 17 -17 21 19 20 -15 -16 24 -24 -3 26 27 28 -26 -25
right_child=11 12 -4 4 -6 -7 8 -9 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 23 29 25 -27 -28 -29 -30 -31
leaf_value=0.0049918259156350696 0.01527494596213449 -0.00094319143255469575 0.10147522925935681 0.0021653325841401723 -0.10193948283133261 0.10050989561167706 0.087143488054826829 -0.10307546098944907 -0.002198456188598884 -0.046400913062280794 0.097238906311444245 -0.0012980875408624304 -0.015618546945498264 0.05765084866719046 -0.10043549525638358 0.059590363870955981 -0.097938491914880008 0.090195378107285937 0.10046214195834512 0.090116155618091984 -0.10186193951596888 0.026646681758292903 0.0011683474101420075 -0.10346840107921185 -0.018403264876931304 0.0018822937616838138 0.003298185423424626 0.10184381351100852 0.070525103371367567 -0.035410457804449617
leaf_weight=0.61009783586953836 0.61275745255261682 18.38440445442496 0.13560985960066307 1.7187726479694623 0.12623721494995255 0.11128638396894519 0.14803042112453113 0.051885366611571726 0.10012266419653315 0.085805586218612007 0.043007577936805319 25.160867447809437 0.62104779114838393 0.03892159066216816 0.021498319252289733 0.027897048230897781 0.080375805783660326 0.068296729860776395 0.087918360717594624 0.048036405632387869 0.030660062375432062 0.027563308672305276 0.57680760622276395 0.081899016981651585 0.059447252754352475 1.6104562970976983 0.55739477463066578 0.1374951982870698 0.081166599056700761 0.086451168956045876
leaf_count=324 28 1179 4 301 41 22 68 17 25 36 11 763 58 37 251 35 90 36 7 21 24 317 201 14 27 36 9 4 22 26
internal_value=-9.9764e-06 0.000884639 0.00842495 0.00421209 -0.00495761 0.0189206 0.0101812 -0.00265815 0.0510966 0.00439302 0.0110664 -0.00090407 -0.000158665 0.000277626 0.0250667 -0.00653351 -0.0573504 0.0403493 0.0597563 0.029329 -0.012636 -0.0290395 -0.000217761 -0.0145759 0.000295867 0.00960892 0.0245022 0.067 0.0329289 -0.0685193
internal_weight=51.5322 25.7586 3.13086 2.99525 1.84501 1.15024 1.03895 0.790796 0.248153 0.738911 0.653105 25.7736 22.6277 22.0067 0.431168 0.225631 0.108273 0.117358 0.205536 0.117618 0.0695817 0.0490616 21.5755 0.745158 20.8304 2.44596 0.835504 0.278109 0.140614 0.16835
internal_count=4034 3243 849 845 342 503 481 388 93 371 335 791 2394 2336 818 729 125 604 89 82 61 568 1518 241 1277 98 62 53 49 40
is_linear=0
shrinkage=0.1


Tree=338
num_leaves=31
num_cat=0
split_feature=9 15 13 6 13 7 12 18 7 0 6 17 9 3 15 7 2 17 3 4 16 0 17 5 0 6 6 18 15 19
split_gain=0.00360988 0.022241 0.0104299 0.0317249 0.02719 0.00669833 0.0156145 0.00516871 0.018897 0.0719997 0.0617063 0.0179644 0.0488069 0.132674 0.122324 0.0751605 0.0271234 0.0227241 0.0374538 0.0244756 0.0209396 0.0704737 0.0671784 0.0212547 0.0158908 0.0115697 0.0427918 0.0168307 0.013089 0.0699604
threshold=181.33671263215004 43.890399822900008 117.74908919740001 16.935395692800004 117.70876232545002 22.814487719050003 202.12526968910001 13.327513832500001 23.109894804950002 86.692020874450009 16.565387047600002 188.41589330430003 192.98754432855 93.281431752200021 36.346245650200011 22.477322886550002 184.38272419390003 186.57794620975002 93.69276584615001 189.68807257045003 22.604947139800004 89.813320763900023 183.92349703790003 22.053438739150003 86.256490657300006 16.565387047600002 16.525386113000007 13.3584252364 45.169600924000008 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=1 2 4 -4 5 -1 -7 11 9 10 -9 17 13 -13 -15 -16 24 20 -19 -20 21 22 23 -2 -14 26 27 -10 -29 -30
right_child=7 -3 3 -5 -6 6 -8 8 25 -11 -12 12 16 14 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0025529430687437947 0.039449249119146296 -0.1011224965285849 -0.10110209334504268 0.055742062967397137 0.10043598102726632 -0.10027891704794119 0.075942687525469454 -0.10283138740056769 0.016900866369298901 0.000423487829484219 0.0033857070115526169 0.10065321926579192 0.0074932441725837464 0.096012875386544613 0.031804103857787917 -0.076528253942511074 0.015083185819464027 -0.026994721652952355 -0.016512223157852859 0.0076797302897340242 -9.4951587356162221e-05 -0.0031204133340588776 0.10052928829277519 -0.047111468521456062 -0.0067717213937566788 0.011818664761361418 -0.018507101473441596 0.00030216149460984051 -0.068505755496411955 0.0041367211004281071
leaf_weight=1.1791476366725744 0.06247514905407836 0.023727626481559017 0.036369576833635509 0.019981452101035302 0.025626583956181892 0.019115724032655268 0.0068228113755450783 0.14500084741435049 0.60010555293774714 0.79958470603764908 0.087819600660282049 0.19580180654884216 1.2109695890931109 0.095668514142744243 0.10315993908625387 0.16889679023108783 1.3405660030813633 0.79146412404952604 0.6498461261835472 1.1732472463830843 4.8437904274912853 0.56739819468930364 0.15970944201694692 0.051959098810129944 2.1989651354961097 0.79591056555773221 1.2545652678682007 32.102380940808601 0.17431972902477255 0.55366437495285936
leaf_count=735 9 6 23 71 2 295 394 29 8 38 24 27 43 25 26 28 28 23 19 34 119 10 15 34 23 64 31 1757 77 17
internal_value=-5.5385e-06 -0.00518607 -0.00341744 -0.0454869 -0.00149119 -0.00365871 -0.053926 0.000129929 -0.000490111 -0.0138266 -0.0627664 0.00179291 0.00633274 0.0341581 -0.00124837 -0.0354502 0.00303196 -0.00111372 -0.00882961 -0.000943551 0.00243464 0.0169946 0.0586269 0.000146182 -0.00170581 -0.000102052 -0.000375595 0.000304837 1.47893e-06 -0.0132579
internal_weight=51.4381 1.31079 1.28706 0.056351 1.23071 1.20509 0.0259385 50.1273 36.5134 1.03241 0.23282 13.6139 5.31403 0.563527 0.367725 0.272057 4.7505 8.29989 2.61456 1.82309 5.68533 0.841542 0.274144 0.114434 3.40993 35.4809 34.685 33.4305 32.8304 0.727984
internal_count=4034 1526 1520 94 1426 1424 689 2508 2045 91 53 463 200 106 79 54 94 263 76 53 187 68 58 43 66 1954 1890 1859 1851 94
is_linear=0
shrinkage=0.1


Tree=339
num_leaves=31
num_cat=0
split_feature=5 6 13 16 8 7 15 15 17 2 18 19 5 16 6 5 15 2 0 18 2 18 6 2 18 2 0 8 12 10
split_gain=0.00388554 0.0369543 0.06438 0.0456003 0.0442061 0.0396139 0.0313443 0.0242901 0.0177615 0.206999 0.0175835 0.0153815 0.015021 0.011938 0.0145932 0.0118823 0.0359509 0.184093 0.0270317 0.0857199 0.132125 0.0253032 0.0388409 0.121574 0.0637511 0.047079 0.0143366 0.0142022 0.0386988 0.0964703
threshold=22.649179082500002 16.355382140900002 117.46680109370001 22.554947256700004 8.1436447804000007 24.123805364200006 43.890399822900008 35.098844929350008 192.94032447935004 197.87172150825003 12.551858988050002 14.451165964200003 24.628131835750001 22.644947046300004 15.885371159150003 20.911722254300006 36.535628266450011 105.22786026870001 86.329079026800017 13.131682570750003 98.465712168700023 13.303774303900001 16.305380972600002 189.95856246190002 14.420596409350003 258.06114663960005 86.256490657300006 8.543332867800002 123.47238069670001 67.074341896550024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 4 3 6 13 -6 7 10 -4 -10 -3 -11 -13 14 -2 27 17 26 19 -18 -21 -20 23 -23 -25 -26 -17 -1 -29 -30
right_child=1 2 8 -5 5 -7 -8 -9 9 11 -12 12 -14 -15 -16 16 18 -19 21 20 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.00019281968310409098 0.038132609110835915 0.023488740740841063 -0.0008370985404876183 0.097662632905075444 -0.095786437541300729 -0.0015663020883393962 -0.097172435328920809 0.089648931978422136 0.087566316742390321 -0.014886730260971915 -0.10050039525918952 0.014069186398350206 -0.0082260835645082842 0.10025400519431621 -0.10022765422374902 0.0087457294216495406 0.00093166808087988663 -0.096585288607563505 0.019508242881473778 -0.0020755759607649555 -0.080254090951231982 -0.062425560091003564 0.0024489086537400838 0.059159534689445341 -0.10262148271316754 0.030041405515197246 -0.012983570020321517 0.00076985164535783217 0.070748939952065368 0.0019665896070384997
leaf_weight=23.780468211656302 0.03372449426512858 0.047470319640963932 7.7948434236401294 0.11884753145568538 0.11808034995868866 0.071730455252009051 0.021888074930757284 0.045498724830395076 0.29308023468627231 0.67283347825355111 0.01506829224035755 0.66572063155035699 0.55337716509178847 0.019952719798311591 0.009849349287151199 0.62910453619875351 2.4622008959413502 0.24606879339840571 0.74968704854836499 0.50763666816055764 0.37651635357178748 0.35635363000255882 6.9151572241389658 0.18919740221463144 0.054420105161625543 0.052611675263051438 0.58691121470474172 3.0159267068015647 0.30034473698469799 0.63508024087786907
leaf_count=2307 76 237 299 9 40 38 4 10 30 42 149 36 25 4 18 37 61 115 27 6 36 24 112 29 36 34 17 87 49 40
internal_value=-2.95459e-06 0.00171462 0.00264906 0.0528981 -0.036014 -0.0601802 0.0119503 0.0340582 0.00139648 0.00936457 -0.00638568 -0.00274971 0.00394884 0.0361922 0.00685792 -0.000443595 -0.00292238 -0.0177041 -0.00106945 -0.00865917 -0.0353679 0.00198412 0.000248119 -0.0230728 0.0242673 -0.0374108 -0.00174194 0.000729649 0.00628135 0.0240511
internal_weight=51.3397 10.482 10.2286 0.248773 0.253337 0.189811 0.129925 0.108037 9.97985 2.18501 0.0625386 1.89193 1.2191 0.0635266 0.0435738 40.8577 13.1259 1.46208 11.6638 3.34635 0.884153 8.31743 7.56774 0.652583 0.296229 0.107032 1.21602 27.7318 3.95135 0.935425
internal_count=4034 1017 841 409 176 78 400 396 432 133 386 103 61 98 94 3017 534 169 365 103 42 262 235 123 99 70 54 2483 176 89
is_linear=0
shrinkage=0.1


Tree=340
num_leaves=31
num_cat=0
split_feature=5 5 19 15 19 17 7 15 3 18 15 16 3 3 18 10 17 10 5 10 7 9 9 17 8 10 0 5 3 7
split_gain=0.00534341 0.0190277 0.0232344 0.0225545 0.00930916 0.00773494 0.00724115 0.007712 0.00489188 0.00879808 0.0230707 0.063157 0.00907148 0.036738 0.0516667 0.00883537 0.0296264 0.0179765 0.00480377 0.0045303 0.00414106 0.00731365 0.0227431 0.0151009 0.0289748 0.00799637 0.00762267 0.0290615 0.0230969 0.00904931
threshold=13.154029769200003 12.290720980000001 12.350996516100002 20.123524217100002 13.351077205700003 239.21206428850002 22.671301016600001 23.378903124350003 77.489428693900024 15.788786379500001 20.520114807950005 14.464966174600002 77.69375151185001 81.93344998355002 16.678478692200006 75.634392583900009 182.63036160245002 75.408562100950022 8.7873301019000021 81.011308844800013 26.459406588900006 218.52376939385002 215.54845996915003 207.44645461240003 9.1428649988500013 63.530954080650012 96.959242474650011 16.569990495050003 81.93344998355002 24.384659815400003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 19 15 11 -11 -12 14 -14 17 -17 20 -9 -2 21 22 26 24 -23 -26 27 -10 -28 -29
right_child=8 2 4 5 -6 -7 -8 18 9 10 12 -13 13 -15 -16 16 -18 -19 -20 -21 -22 23 -24 -25 25 -27 28 29 -30 -31
leaf_value=-0.10036118076336172 -0.012351783461867603 0.086187592098320887 -0.10022915311815644 0.052939734607974603 0.027168185565561082 0.067708411920483269 -0.10011857324100937 0.030011044790867688 0.020880539796682543 -0.039760375616151936 0.011839792905942996 0.073315475706082656 -0.10109282151248739 0.0054875668509374483 0.036332159794581285 0.0012610348371896215 -0.023795930396680376 0.015131416147675186 -0.10027169832500374 -0.0019199826736677841 0.0085365246439595473 -0.09493668879140392 0.018529898340609915 -0.0025364882947997471 -0.032169790836522785 0.023564892175101715 0.00080935557042145073 0.00030551866734471514 -0.020869088173896648 -0.0040441170153365123
leaf_weight=0.022852461903158594 0.57619289026440101 0.05787578440960317 0.010799282439620583 0.01815106827461932 0.012232926790602505 0.019802416491074837 0.0071475467282304797 0.0045836955214326736 0.65814610136203455 0.072685014610043619 0.56187455692088384 0.15415388921974227 0.081401166682553594 0.56428734905603051 0.04120653829886578 1.5841253387282273 0.67205867302891409 0.79315267377187026 0.0073978328047701325 1.5002073351174159 0.55374726133231789 0.056351813034324461 0.65261099761437336 0.58144069701666012 0.054379893564146187 0.048880874601650248 1.5942068174397186 33.956830075334231 0.71050904050935049 5.5673023216154425
leaf_count=791 75 35 20 18 31 19 160 13 27 35 6 23 66 32 24 58 63 23 37 110 15 29 35 28 25 18 49 1765 20 384
internal_value=-3.3722e-06 0.0181947 0.0523819 -0.0164087 -0.0325655 0.0172009 -0.00962768 0.011837 -6.07247e-05 0.000140897 0.00774526 0.0370831 0.00241605 -0.00529249 -0.0549064 -9.54163e-05 -0.00620278 0.000209251 -0.0504303 -0.00481477 -5.71094e-05 -0.000165556 3.65068e-06 -0.0100157 -0.0372613 -0.00578649 -0.000280917 3.987e-05 -0.00587378 -0.000307164
internal_weight=51.1966 0.160843 0.080908 0.079935 0.0230322 0.0570826 0.0372801 0.0301326 51.0358 48.9594 1.47561 0.226839 1.24877 0.686895 0.122608 47.4837 2.25618 45.2276 0.0119815 2.0764 44.4344 43.8807 43.1396 0.741053 0.159613 0.103261 42.487 40.1823 2.30472 39.5241
internal_count=4034 1124 86 1038 51 247 228 68 2910 2725 186 58 128 122 90 2539 121 2418 50 185 2395 2380 2280 100 72 43 2245 2176 69 2149
is_linear=0
shrinkage=0.1


Tree=341
num_leaves=31
num_cat=0
split_feature=8 7 3 8 7 17 17 16 13 5 4 15 9 5 13 16 0 9 9 0 16 10 0 0 3 2 3 18 5 18
split_gain=0.00399112 0.0156537 0.0247701 0.0224077 0.03395 0.0184216 0.0162245 0.0060208 0.00589439 0.0234731 0.130112 0.0292941 0.0212244 0.0169128 0.0164444 0.0413877 0.103308 0.0299782 0.012439 0.0104563 0.010101 0.0170778 0.139084 0.0954257 0.0514984 0.0519267 0.0453521 0.106415 0.0879296 0.0525271
threshold=8.9430209551500024 22.907491544400003 92.437255899200025 9.5425530862500008 21.725272673150005 205.45998821870003 167.67262050095005 22.764946765650006 117.60660091645001 23.928204628200003 342.39448800975009 41.492094664050008 190.16588783940003 21.955793948900006 117.55283175385001 22.604947139800004 85.963448721100022 194.56033515110002 195.30595290385003 85.812895065800021 22.534947303500005 66.590419433100024 91.937202686950016 90.407470010750018 88.931506497100017 159.16196025500003 86.589859465500012 14.395252042950002 19.426367441400004 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=7 2 -2 -4 6 -3 -5 8 14 11 -11 13 -13 -10 20 18 19 -18 -16 -17 21 23 24 -1 -23 -26 28 -28 -24 -30
right_child=1 5 3 4 -6 -7 -8 -9 9 10 -12 12 -14 -15 15 16 17 -19 -20 -21 -22 22 26 -25 25 -27 27 -29 29 -31
leaf_value=0.0022881062143720395 0.091541589634293041 -0.087615587367285586 -0.055088489171609613 0.045386391265581576 0.10008520625201717 -0.0081939955498694303 -0.052998267993116549 0.0092277337487254359 5.446959314518625e-05 -0.097253408854401355 -0.0022274690451482451 0.00019306601437774713 0.022047618395697896 -0.011940952507136043 0.0074300371302450825 0.013989381563351855 0.025910739720003479 0.074924468259889465 -0.0048983775843656659 -0.0017142197442449568 -0.0028406444953463115 -0.096453049584675904 0.00046061189188293256 0.058263268435917337 0.091779704120464545 -0.10337397053834325 -0.024663942424061738 0.079329527180695705 -0.095803962063210277 0.0085342401214798715
leaf_weight=4.4907644765491268 0.029016776563365876 0.047949670005436928 0.064363256555225234 0.025569606072508577 0.035242418979692047 0.074704936707348679 0.048659380558547127 0.70758544461568718 3.4149163875626964 0.16725318133222788 1.0404247566575575 0.91656681336462476 0.8625763361051213 1.7922991676896343 1.1773722652196732 0.69339449348524373 0.20948016009060655 0.30864956910954788 2.6843218045833055 1.0914148371666668 11.530806048342752 0.20435850911353526 18.524370104491645 0.32671918844221171 0.033164267122259616 0.023153119139692535 0.17517343832148569 0.22451465323956654 0.15221323703204959 0.070642914793666023
leaf_count=661 9 35 37 25 15 23 33 51 52 124 18 11 32 38 25 58 16 32 39 15 310 68 1976 40 29 29 31 17 135 50
internal_value=-2.91059e-06 -0.0110407 0.0060116 -0.00826521 0.0192643 -0.0392425 -0.0191078 6.77842e-05 -6.15484e-05 -0.00251457 -0.0153878 -0.000289284 0.0107887 -0.0040743 0.000417934 0.0051879 0.0157983 0.0551082 -0.00113963 0.00438659 -0.000404451 0.000755144 -0.000567698 0.00608431 -0.07312 0.0115484 0.000420066 0.0337518 -0.00029056 -0.0627299
internal_weight=51.1476 0.325506 0.202851 0.173835 0.109471 0.122655 0.074229 50.8221 50.1145 8.19404 1.20768 6.98636 1.77914 5.20722 41.9205 6.16463 2.30294 0.51813 3.86169 1.78481 35.7559 24.2251 19.4076 4.81748 0.260676 0.0563174 19.1469 0.399688 18.7472 0.222856
internal_count=4034 177 119 110 73 58 58 3857 3806 275 142 133 43 90 3531 185 121 48 64 73 3346 3036 2335 701 126 58 2209 48 2161 185
is_linear=0
shrinkage=0.1


Tree=342
num_leaves=31
num_cat=0
split_feature=5 5 16 12 13 17 4 8 6 17 2 0 5 18 15 16 15 10 5 8 10 18 12 12 16 10 16 12 13 19
split_gain=0.0047154 0.0180235 0.0102513 0.0102538 0.00983477 0.00645155 0.00925828 0.0071581 0.0059718 0.0121978 0.00432173 0.00428374 0.00588856 0.00514645 0.0179222 0.0591862 0.0532552 0.00805147 0.0264965 0.144733 0.0146085 0.0054321 0.00427312 0.0728464 0.0429655 0.0594829 0.0463546 0.0285431 0.0166736 0.0166126
threshold=13.154029769200003 12.679739965100001 13.564968279200002 144.57070813310003 105.54617774330002 194.73806315685002 227.97173202615002 7.943800736700001 7.835183067800001 195.53954078470002 108.24034454255001 102.21786657775002 13.361597395450001 15.788786379500001 20.520114807950005 14.464966174600002 13.019805569300003 75.634392583900009 13.716117217950002 8.543332867800002 75.408562100950022 15.981927061500002 149.09269374785001 152.73554204000004 18.634956423400002 70.776348742200014 18.344957101500004 144.57070813310003 107.54907905045002 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 -1 4 -4 6 -5 8 9 -7 -3 13 -13 17 15 16 -15 20 -19 -20 22 -16 27 -24 25 26 28 -2 -25 -26
right_child=11 10 3 5 -6 7 -8 -9 -10 -11 -12 12 -14 14 21 -17 -18 18 19 -21 -22 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.10010184850745996 0.0002985606607654762 0.091232692173650196 -0.10046437129147878 0.09945467631449767 0.031143003944459641 0.094990967375579854 -0.10012346395192684 -0.036327667177907592 0.085088542357099783 -0.1001924664287466 0.034618707014547286 0.0014955715906663175 -0.013310817784175331 0.062506376066563521 0.009352095589565337 0.069669535313842249 -0.10070920146932545 0.00037353451826826329 -0.10134857794218247 0.0038899656436994648 0.013710604138594477 -0.0024173519387480488 -0.059368267967550452 -0.036865055981795916 0.003878250137188231 -0.10140784415049563 -0.076249915002905511 0.020096323109040609 0.081074585258345308 -0.0017181999800890786
leaf_weight=0.010778465114852476 18.027864362622516 0.027967988862656057 0.015301334513765141 0.0032568224442002256 0.0090284328325651586 0.0067631072800509173 0.0081183779145952428 0.0097914319539995631 0.027686031422490487 0.0060804626623465197 0.02603606867650754 0.51055386999269348 0.5667941334633575 0.033173472926136038 0.59708348860658578 0.14631985541564063 0.050308291930264204 2.0429291392320006 0.1736462626210481 0.52817473642039658 0.78557869768923083 1.1425758066040996 0.21124783558514337 0.015379106241284357 7.6125786829873645 0.099801332902572426 0.043754424392318469 0.75888559098279884 0.054345668490197951 17.491077883087073
leaf_count=715 1122 11 65 2 5 11 121 17 33 109 35 14 108 11 28 23 76 13 99 13 23 105 34 108 260 98 46 54 102 573
internal_value=-3.16691e-06 0.0176533 -0.00816763 0.0033511 -0.0516267 0.0250315 -0.0429824 0.0404062 0.0589441 0.00258632 0.0639383 -5.54883e-05 -0.00629409 7.94345e-05 0.00508924 0.0313361 -0.0358516 -0.000126785 -0.00538523 -0.0221484 0.000193237 0.00162214 -4.63882e-05 -0.000888779 -0.000400818 -0.0450946 0.00443103 0.00109829 0.0550608 -2.10999e-05
internal_weight=51.0429 0.150809 0.0968045 0.086026 0.0243298 0.0616962 0.0113752 0.050321 0.0405296 0.0128436 0.0540041 50.8921 1.07735 49.8147 1.96946 0.229802 0.0834818 47.8453 2.74475 0.701821 45.1005 1.73966 44.3149 25.5282 25.3169 0.213281 0.113479 18.7867 0.0697248 25.1037
internal_count=4034 1124 1078 363 70 293 123 170 153 120 46 2910 122 2788 243 110 87 2545 125 112 2420 133 2397 1221 1187 354 256 1176 210 833
is_linear=0
shrinkage=0.1


Tree=343
num_leaves=31
num_cat=0
split_feature=19 2 4 5 14 9 7 0 2 3 6 7 7 16 18 5 5 0 13 5 7 2 10 0 19 0 7 9 5 5
split_gain=0.00360168 0.0111067 0.035143 0.0243216 0.00553538 0.0217803 0.0053538 0.0242923 0.0709892 0.0237998 0.0665518 0.0458522 0.0332236 0.033156 0.0132504 0.0305484 0.0264986 0.0129525 0.0177046 0.0114553 0.00711852 0.0347504 0.0349258 0.0366509 0.0320241 0.077587 0.025714 0.0244916 0.0352007 0.00881803
threshold=14.651182102100002 244.78475047185003 194.89319003730003 22.53967987815 137.67556691715004 194.56033515110002 22.381996090050006 85.764502819450016 127.03026555610002 93.620177476600006 16.525386113000007 22.105125139000005 22.181995028450004 22.624947093000003 13.036600629150001 22.862610686750006 27.883525060900002 89.705782438650019 105.33378955095002 23.314013922700003 23.109894804950002 79.265746973750012 61.998532946250002 86.692020874450009 14.351157895250003 86.692020874450009 23.150522195450005 195.30595290385003 22.580289596950006 21.991679690250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 9 8 -8 11 12 17 13 19 -10 -16 -17 -6 -19 -11 21 -9 23 -23 25 -24 -22 28 -26 -28
right_child=1 -3 3 -5 6 -7 7 20 14 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 26 22 24 -25 27 -27 29 -29 -30 -31
leaf_value=0.06451086593463784 -0.0019808826776093417 -0.0063873729715245289 0.075233237129855815 0.014143933734752853 -0.10097931524673541 -0.01723063838420363 0.062425644424340301 0.0087733294693760466 0.0052252232835931231 0.084926814745970275 -0.0021290057166007364 0.073890282317148989 -0.10173128492774669 -0.10103360531321903 0.080941981402215285 -0.085669604633295482 0.067779413929828045 -0.10023141441502773 0.091414104376587479 -0.0095771880732536223 0.018356254187662204 -0.043062040094321158 -0.067995213245467367 -0.0055826455167546953 0.023995153949166265 -0.0023350913654170305 -0.00083896331264607285 -0.011270551077356207 -0.0016963373383708008 0.0030403602399781231
leaf_weight=0.060362499109031797 0.5470990422181774 0.51131696405354887 0.12185260799014941 0.1401080550331244 0.023257393443473773 0.070866896366169385 0.24347208266408316 1.8363114108115031 0.54493667688893765 0.022559174739216536 2.0959067724730787 0.095859290471366876 0.10478339287976723 0.029753783193882555 0.018749861046671867 0.068670104322094971 0.01345944666354626 0.0084382555099757894 0.011243438659676031 0.029729746141384794 0.76992022240700109 0.50154648034367688 0.24554726124415527 0.5438234880566597 0.79250683914870101 0.67379534844537403 30.87059865558296 1.1027254605724008 1.6305350929569611 7.2322163943753486
leaf_count=25 24 9 19 25 31 16 36 64 19 77 489 38 23 10 3 113 11 118 7 79 28 36 27 4 36 71 2342 28 23 203
internal_value=-5.16131e-06 0.00514954 0.0124407 0.04256 -0.000142267 0.0203686 -0.000196632 3.91818e-05 0.0164101 -0.00478224 -0.00722683 0.0354225 -0.0644167 -0.0167593 -0.000937729 -0.0342291 -0.0605223 -0.0504548 0.00924873 0.031195 -0.00027594 -0.00313512 -0.00711795 -0.0235645 -0.00325017 -0.0198723 0.000262963 0.00108404 0.00670661 -0.000102637
internal_weight=50.962 1.32038 0.80906 0.261961 49.6416 0.131229 49.5103 47.0888 0.889288 2.42153 2.28273 0.138798 0.186826 0.0820427 0.645816 0.100879 0.0821296 0.0429391 0.0196817 0.0522889 46.1995 7.32679 5.49048 1.04537 4.44511 0.919343 38.8727 3.52577 2.42304 38.1028
internal_count=4034 77 68 44 3957 41 3916 3044 182 872 678 194 189 166 146 127 124 156 125 156 2862 289 225 40 185 98 2573 87 59 2545
is_linear=0
shrinkage=0.1


Tree=344
num_leaves=31
num_cat=0
split_feature=5 6 8 7 10 18 3 3 14 19 5 15 2 0 18 18 6 3 4 10 15 12 19 9 2 8 12 10 3 10
split_gain=0.0035348 0.0323815 0.0378101 0.0355917 0.0241131 0.0751616 0.0132217 0.0909434 0.0584469 0.0112284 0.0101379 0.0296011 0.16812 0.0196814 0.0708468 0.0215093 0.0326578 0.105333 0.0981154 0.0852 0.0535222 0.0131882 0.0112931 0.0108592 0.0154428 0.0104887 0.0292456 0.0830432 0.0293382 0.022397
threshold=22.649179082500002 16.355382140900002 8.1436447804000007 24.123805364200006 62.116825104000007 13.204532713600001 93.499196860750018 93.663192806700025 287.36199315565005 14.451165964200003 20.911722254300006 36.535628266450011 105.22786026870001 86.329079026800017 13.131682570750003 13.303774303900001 16.305380972600002 89.805255389500005 274.66550124645005 65.687097501250022 38.62622401090001 191.60361862930003 14.451165964200003 194.56033515110002 136.15315758385003 8.543332867800002 123.47238069670001 67.074341896550024 89.907416798450015 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=10 2 9 -4 6 -6 8 -8 -3 -2 25 12 22 14 23 -15 17 19 -19 -17 -21 -14 -12 24 -13 29 -27 28 -28 -1
right_child=1 4 3 -5 5 -7 7 -9 -10 -11 11 13 21 15 -16 16 -18 18 -20 20 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.017705950624711694 0.0053443228584177382 0.02890432075152681 -0.094385748780784415 -0.0024291663111510975 0.00020997111387652384 0.072654037135607794 -0.075858962446694309 0.0004434542354408982 -0.0018353984901114608 0.10022939777188976 -0.011069692756643296 -0.015081623991285896 -0.1073221943363161 0.017910428581916792 -0.032233821862680971 0.1005242291505091 0.0019523901226857444 -0.1017262468611472 -0.0067088301867015759 0.079362523736068336 -0.10089508662170205 -0.047768236689194332 0.008243353048215744 0.0079576041023850571 0.0073457079380401706 0.00071564148808989504 0.10035732979602302 0.0011055687186205508 0.035104229756393789 0.00040621313724589618
leaf_weight=0.70369044674036629 0.040410479356526419 0.84637924423440969 0.106900063313347 0.069425757907083607 0.52002029989356024 0.19764904375429992 0.16029660853382655 6.1193623923599745 2.2976421371567994 0.018038866342976689 0.60675265437106485 0.70981483871582873 0.18093310249830086 0.73381533182691594 0.86087304115062568 0.10515913902781893 6.886024411622202 0.19293289259076118 0.24884410796221346 0.024917107299188501 0.048600281114659083 0.046803415664319559 0.60432576747552957 1.1919771483226211 0.54104789067059755 2.99698454023769 0.1346942625241353 0.62549760442743718 0.14106003267806955 22.920022273559582
leaf_count=23 94 24 40 38 47 32 22 680 36 4 25 37 81 27 42 24 112 11 31 24 33 34 29 16 8 87 20 40 29 2284
internal_value=-5.01586e-06 0.00164178 -0.035074 -0.0581792 0.00249176 0.0201614 0.00114612 -0.00150427 0.00643982 0.0346281 -0.000426877 -0.00273031 -0.0162556 -0.00104456 -0.00756565 0.00156989 -2.75215e-05 -0.0220013 -0.0482048 0.0427868 -0.0398007 -0.0950829 -0.00143252 0.00112758 -0.00538091 0.000659712 0.00546546 0.0212603 0.0669776 -0.000133302
internal_weight=50.8809 10.3761 0.234775 0.176326 10.1413 0.717669 9.42368 6.27966 3.14402 0.0584493 40.5048 12.9828 1.43881 11.544 3.30371 8.24029 7.50648 0.620454 0.441777 0.178677 0.0735174 0.227737 1.21108 2.44284 1.25086 27.5219 3.89824 0.901252 0.275754 23.6237
internal_count=4034 1017 176 78 841 79 762 702 60 98 3017 534 169 365 103 262 235 123 42 81 57 115 54 61 45 2483 176 89 49 2307
is_linear=0
shrinkage=0.1


Tree=345
num_leaves=31
num_cat=0
split_feature=8 7 3 8 7 9 17 16 8 0 9 5 5 5 15 9 6 10 16 17 8 9 13 7 13 5 6 18 0 7
split_gain=0.00398322 0.0145377 0.0222627 0.0185917 0.0303252 0.0175823 0.0134238 0.0051913 0.0049849 0.011727 0.0576811 0.0381282 0.0350714 0.0241205 0.064827 0.0540021 0.0166953 0.0133672 0.0724619 0.0396056 0.0169917 0.0161103 0.013419 0.0198106 0.0127157 0.056517 0.0106906 0.0288433 0.0143347 0.0189198
threshold=8.9430209551500024 22.907491544400003 92.437255899200025 9.5425530862500008 21.725272673150005 226.28914430085004 167.67262050095005 22.764946765650006 8.543332867800002 86.20003303655001 195.30595290385003 20.971847224900007 20.603398083600002 22.649179082500002 42.841315546000011 195.70012057590003 16.405383309150004 62.084563606450011 22.614947116400003 193.82841840970002 8.0437227585500022 66.687144445250013 117.61735474900001 22.156669449150005 117.56358558635002 22.580289596950006 15.760368238450001 14.493864790000002 86.135510041400025 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 6 -3 -5 8 9 10 11 12 -1 -11 15 -15 -16 22 19 20 21 -19 24 -24 25 -13 27 -10 -28 -30
right_child=1 5 3 4 -6 -7 -8 -9 26 13 -12 17 -14 14 16 -17 -18 18 -20 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0096183530226405054 0.090251069503290107 -0.080837684054237469 -0.05082466619112358 0.041903206128211169 0.10006702998794947 -0.0026426125226194312 -0.048928051713223314 0.0085987726548976944 0.022670203569633712 -0.00047201625702060441 -0.056476746468040712 -0.081832022049745295 -0.10194825801552131 0.0069350095690625946 -0.0088912384663164847 0.098246505307860763 0.013665029733889162 0.095370416198297669 -0.10149254860984212 -0.10163336154672059 0.087895761706521774 -0.1001853897329314 0.0021118031865900448 -0.01957819983507024 0.0075937640956801888 0.00036610569518311201 0.0045105771819764755 -0.0018703113056448236 -0.01412560078844427 0.00010915373278096335
leaf_weight=0.094379703482142641 0.026676959707400694 0.054278711022334392 0.06330327386422141 0.02478852343813287 0.031362524055282393 0.061151272771894583 0.047350671990216142 0.70271599633269843 0.82788554954458859 30.189474957698494 0.20719956989168498 0.08822489846365078 0.072931280359625816 0.11670934127970056 0.61369073989249023 0.1455294982297346 0.70522201340645552 0.0069007717393104731 0.076253889152098964 0.018469765225308521 0.057958764760385861 0.010814885396801088 0.89887206550940824 0.79222948089073952 2.2193850738747187 1.6124140943944523 4.5499172034532176 1.1362833718308136 1.2100863141997704 4.0883116265467834
leaf_count=33 9 37 37 25 15 21 33 51 44 2539 42 14 15 36 45 12 14 4 18 12 9 111 97 53 36 394 104 51 26 97
internal_value=-5.51879e-06 -0.0113262 0.00542972 -0.00813567 0.0179736 -0.0394123 -0.0177165 6.38107e-05 -5.67715e-05 -0.00061547 -0.00461017 -0.00280364 -0.0498652 0.000158563 0.0121984 0.0576083 0.00316959 -0.00144173 -0.0290342 0.0296547 0.0616981 -0.0240106 -0.000603802 -0.0080493 0.00260819 -0.00389813 0.00173706 0.00847337 0.000393551 -0.00314188
internal_weight=50.7508 0.308912 0.193482 0.166805 0.103502 0.11543 0.0721392 50.4419 49.7391 37.9267 6.15603 5.94883 0.167311 31.7706 1.58115 0.262239 1.31891 5.78152 0.170398 0.0941442 0.0756744 0.0177157 5.61113 1.6911 3.92002 1.70064 11.8125 1.96417 9.84832 5.2984
internal_count=4034 177 119 110 73 58 58 3857 3806 3484 838 796 48 2646 107 48 59 748 154 136 124 115 594 150 444 408 322 95 227 123
is_linear=0
shrinkage=0.1


Tree=346
num_leaves=31
num_cat=0
split_feature=4 12 16 0 19 5 15 14 7 15 8 17 7 9 6 5 3 2 5 7 3 10 13 13 19 7 7 2 4 15
split_gain=0.00382238 0.0240459 0.0201219 0.0473027 0.02113 0.0169237 0.0880053 0.0151299 0.0123211 0.0291675 0.0576231 0.0271008 0.0204313 0.0212152 0.0754632 0.050561 0.033355 0.0194622 0.0904146 0.017205 0.0339722 0.026034 0.021336 0.0156728 0.0107191 0.00999236 0.0137847 0.0257922 0.00985191 0.00866199
threshold=194.89319003730003 127.28368602940002 22.714946882600003 85.121961326250016 14.451165964200003 18.038339912700003 22.351147806600004 192.04981134545002 23.109894804950002 37.050691080100002 3.7470758192000004 190.94474013770002 23.150522195450005 192.31210988165003 14.825346391850003 19.327153142150006 84.092281862300013 139.52793115400002 24.107645372150007 22.720542346200002 93.980430866100008 62.068432857650002 117.62810858150002 101.26615239960002 13.551093343600002 23.203497038450006 23.445318439400001 200.74412770730004 377.6847677435 34.139075990150012
decision_type=2 2 2 2 2 2 2 2 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 8 4 -4 6 -2 -1 9 10 28 19 -10 14 15 16 23 -13 -19 20 -11 22 -21 24 -14 -15 27 -27 -3 -28
right_child=1 2 3 -5 -6 -7 -8 -9 12 11 -12 17 13 25 -16 -17 -18 18 -20 21 -22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.00055098101200334241 0.051909177164489187 0.024244919642405424 0.025052595158464031 0.070932453769240844 -0.061902661126701675 -0.010414849345464638 -0.1026735429261154 0.015071733133188638 0.016628938293507155 0.04330813649660744 -0.099450549716349951 -0.0011312049942348273 -0.088779479007795342 -0.0094756268996334797 -0.078493365323553249 0.099329181266687702 -0.1003399680491221 -0.07455594938109332 -0.0020178206209543951 -0.025455390837122546 -0.00045912447377902403 0.0054354372528855202 0.0005082291099505991 0.095358407548872287 0.09541517036216518 0.017363700474759644 0.0023080452489651921 -0.00037797872341156877 -0.10009203216575409 -0.0019538784381570584
leaf_weight=17.912397577397247 0.057011194324782077 0.079158380898411873 0.055733060982446569 0.1253038817558263 0.056048847827241843 0.47272189896784766 0.10403336884496639 0.74750243167471708 0.75278317829136909 0.26208398817107115 0.092477895383352049 0.52809299097862072 0.0113052757146751 1.0214231823370052 0.14057864394004582 0.055624197097237982 0.033545636451957961 0.25679022874817292 0.51937751459726655 0.68902939069749913 0.54852371098422736 1.6755938887404651 0.58542029958243802 0.020594222800355055 0.0043848003720086117 1.3335218883603404 7.6026926162782642 2.1253873725509038 0.0069305953514255938 12.793373350780938
leaf_count=1121 47 244 13 30 39 21 38 45 25 33 197 11 602 11 20 22 80 38 26 35 27 30 7 9 4 39 702 17 62 439
internal_value=-4.90071e-06 -0.000668046 -0.00027851 0.028744 -0.0185479 -0.0199528 -0.0479499 0.00113267 -0.000499484 -0.00492001 -0.0446415 -0.00351961 0.000395622 -9.04153e-05 -0.0281801 0.0281989 -0.0284611 -0.0159405 -0.0260166 0.000788196 0.0136916 -0.00275738 -0.013529 0.0379925 -0.0373038 0.000209981 0.000624699 0.00646201 0.0142352 -0.000365234
internal_weight=50.6694 32.0095 31.3758 0.237086 0.111782 0.633766 0.161045 18.6599 31.1387 5.24348 0.178567 5.06491 25.8952 25.1424 0.266033 0.125454 0.0698299 1.30426 0.776168 3.76065 0.810608 2.95004 1.27445 0.0362843 0.0156901 24.8764 23.855 3.45891 0.086089 20.3961
internal_count=4034 2868 2762 82 52 106 85 1166 2680 710 503 207 1970 1945 737 717 695 75 64 132 60 72 42 615 606 1208 1197 56 306 1141
is_linear=0
shrinkage=0.1


Tree=347
num_leaves=31
num_cat=0
split_feature=5 5 15 12 9 7 8 15 13 0 5 16 9 5 4 19 0 19 12 18 6 15 9 12 16 19 15 4 19 7
split_gain=0.00371281 0.015888 0.0100664 0.00785786 0.0121743 0.00965203 0.00915315 0.00721505 0.00726044 0.00438806 0.00557284 0.00438426 0.00436495 0.00435576 0.0230187 0.0111964 0.0654408 0.0153586 0.0105769 0.0192322 0.179043 0.0552039 0.0378685 0.015258 0.054669 0.0645757 0.0333495 0.119483 0.0595088 0.04996
threshold=13.154029769200003 12.679739965100001 26.135540888150004 144.57070813310003 197.90890142995002 19.975862989550006 7.1444245619500011 22.516911658450002 95.986020631400024 102.21786657775002 13.361597395450001 17.634958761800004 206.36238950785003 16.569990495050003 159.10550013555002 12.751028791950002 98.142164052000012 13.351077205700003 93.660658182900008 14.297806230850002 14.865347326450001 30.243446395250004 197.29115675710003 107.96682590455002 15.454963859600001 12.350996516100002 28.626568391100005 195.50296729855003 13.651101412550002 24.081116689550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -1 -6 8 -5 13 -11 -9 -3 14 -2 16 -16 -17 19 20 -15 22 -22 -20 25 -25 27 29 -29 -26
right_child=9 12 -4 4 6 -7 -8 11 -10 10 -12 -13 -14 18 15 17 -18 -19 23 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.10004619406066734 0.020428820637937415 0.031161445327512277 0.069686028062147173 -0.10002115963239014 0.073443353119502938 -0.10040135544985761 -0.090018386911912163 -0.10018091918891979 0.088066825062231471 0.0012121142883819911 -0.013208170354397836 0.039464141891899208 0.089840222232794587 -0.10622496349206322 0.050413422173987844 -0.018449413513826625 -0.00024587601873552004 0.00020568698333021742 0.0057368438050053629 -0.00077099881620720453 0.0059523079820771605 -0.010404912029144321 0.098034347678475367 -0.01554290840995589 0.067817848904352232 -0.10201318314431639 -0.00027478219619404099 0.073859530464543952 -0.087687584992450815 -0.10161296254751724
leaf_weight=0.0027555110874500901 0.6470893727382635 0.024987980125811049 0.013665343686241727 0.0022913514253088954 0.0042196528891622611 0.018737770842342627 0.018204210553676603 0.0050088158786465442 0.019671605905102751 0.50955765536400466 0.56532111582868083 0.0040792737978563309 0.025731040048412979 0.18480990419630605 0.28003325693589465 0.61431197487945643 2.8518217914984234 1.5672257989754141 4.4545421916099874 2.7198339841611414 0.090199643760094261 0.73805722402175888 0.088461277594205967 0.54053974126540083 0.022248004065288707 0.10278729511006546 34.08724319468736 0.27530367940451583 0.024861717253941151 0.079925131401978433
leaf_count=2 14 26 49 538 23 223 131 73 30 14 108 9 20 32 33 73 176 53 208 48 41 59 19 212 151 65 1345 198 46 15
internal_value=-6.14351e-06 0.0162941 -0.00924835 -0.0236367 -0.00311134 -0.0747033 -0.0592587 0.0374361 0.068444 -5.11732e-05 -0.00637208 -0.0374999 0.0609307 8.6447e-05 0.00262129 0.000452611 0.0042838 -0.00504751 -0.000261614 -0.00528573 -0.0164333 0.00166869 0.0515453 0.000223362 -0.000475698 -0.0293587 6.30495e-05 0.0286851 0.0604791 -0.0647197
internal_weight=50.5835 0.139353 0.0886335 0.0749682 0.0534749 0.0214933 0.0224239 0.031051 0.021963 50.4442 1.07488 0.00908809 0.050719 49.3693 5.96048 5.31339 3.13186 2.18154 43.4088 3.82136 1.10153 0.916718 0.178661 39.5875 35.1329 0.643327 34.4896 0.402339 0.300165 0.102173
internal_count=4034 1124 1078 1029 804 225 154 650 568 2910 122 82 46 2788 349 335 209 126 2439 199 151 119 60 2240 2032 277 1755 410 244 166
is_linear=0
shrinkage=0.1


Tree=348
num_leaves=31
num_cat=0
split_feature=8 19 6 5 10 6 0 9 6 19 4 4 2 9 9 17 18 18 12 4 2 10 17 17 7 15 16 12 12 17
split_gain=0.0035192 0.0202715 0.0433115 0.0104131 0.0281488 0.00602951 0.0307013 0.0206233 0.0181529 0.00546037 0.00619845 0.00583281 0.0192535 0.0403831 0.0577481 0.0620438 0.048754 0.014301 0.0138212 0.087389 0.0118223 0.100737 0.0323424 0.0574096 0.0285232 0.0145858 0.0696422 0.0106365 0.0213286 0.00949649
threshold=8.8430989333000021 14.451165964200003 16.605387982250004 29.597529478450003 63.353515844050008 16.445384243750002 85.925810307250018 201.61239113610003 22.560527123150003 14.651182102100002 264.30477453730003 194.89319003730003 114.12323913765002 197.63955579655001 188.63457064660003 190.69924117675001 14.586813620750002 15.434608724000002 140.52911877810001 201.91631403790004 95.420340682600013 62.111448187750007 191.08747234645003 186.93340979500002 22.620600126450004 43.216642080150002 22.824946625350005 111.24045038365001 114.64361763410001 183.35201426355002
decision_type=2 2 2 2 2 2 2 2 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 -4 -2 7 -7 -9 11 -11 20 13 14 15 -13 -15 -18 19 -14 27 24 23 -23 25 26 -22 -1 -29 -20
right_child=1 2 3 -5 -6 6 -8 8 -10 10 -12 12 18 16 -16 -17 17 -19 29 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0012854250133231293 0.0063546450176281055 -0.10274648479115703 -0.079511944774550994 0.041082915220622851 0.022145488730314435 0.098460160585911907 -0.061724557963757101 -0.089313729473554787 0.056981239759162167 -0.00084391392151267103 0.013328980485314161 0.086403001819619407 -0.0058800706773447309 0.040293493122446615 -0.097185635426783032 -0.10167354094296054 -0.023925918587916789 -0.0019007399208130647 -0.012156555673565961 0.080888750354862871 -0.10348271983548632 0.098983940575229079 0.081850811890089969 -0.1011618523030996 0.012711772480793183 0.00022317475262834984 -0.0062397380176297057 -0.022173171773814282 0.00056355145744837088 -0.0003466100157816895
leaf_weight=12.541832537490523 0.58307216154025709 0.063012012717081234 0.046008452727164695 0.038197996283997782 0.066765583091182634 0.027743747632484883 0.071679037369904108 0.017343622467080877 0.016599767841398716 0.58252739015733712 0.65616423171013594 0.046139556218942057 0.50546621386712587 0.19789702791604202 0.12014728297731381 0.028297150207322375 0.61330231913598232 0.56765823832159867 0.69781185224323294 0.15067200268671854 0.08584284200189507 0.02827889690402674 0.22068701725220308 0.029057668672976433 1.1869354384252799 0.85894347727298737 0.51838826760649681 0.60875848183059034 1.2802483250561634 28.052646189344923
leaf_count=614 24 17 43 15 23 4 21 50 4 23 23 43 26 24 41 31 35 57 568 77 146 67 71 57 17 3 3 34 39 1834
internal_value=-6.48814e-06 -0.00609968 -0.0331083 -0.004043 -0.0193277 0.00196718 -0.0172146 0.0345049 -0.0177692 0.000107862 0.0066638 -6.01341e-05 -0.000882398 -0.0116597 -0.0543059 0.0149056 -0.0056415 -0.013339 -0.000305742 0.014045 0.00140734 0.00720081 0.0644659 -0.00244819 0.00119312 -0.00815088 -0.020055 0.000231793 -0.00676367 -0.000633253
internal_weight=50.5081 0.930422 0.213984 0.150972 0.112774 0.716438 0.133366 0.0616871 0.0339434 49.5777 1.23869 48.339 30.98 1.57344 0.194584 0.0744367 1.37886 1.18096 29.4066 0.656138 17.359 2.92813 0.278024 0.0573366 2.65011 1.46317 0.604231 14.4308 1.88901 28.7505
internal_count=4034 201 98 81 66 103 79 58 54 3833 46 3787 2736 231 115 74 116 92 2505 103 1051 364 195 124 169 152 149 687 73 2402
is_linear=0
shrinkage=0.1


Tree=349
num_leaves=31
num_cat=0
split_feature=7 7 18 7 2 17 5 15 5 2 6 16 2 16 10 0 12 12 6 14 9 5 7 12 2 6 14 9 18 5
split_gain=0.00322835 0.0232245 0.124545 0.0512255 0.0330621 0.0257508 0.0334108 0.0426341 0.0127841 0.02724 0.0511074 0.0113543 0.0504673 0.0278593 0.0290064 0.051565 0.0102373 0.00917378 0.0303452 0.0854143 0.0556329 0.0324271 0.012848 0.00825437 0.00733522 0.0544303 0.0450514 0.109201 0.0402674 0.0400047
threshold=22.721067571950005 22.620600126450004 13.077716774800001 22.671301016600001 104.38256328765002 188.64489188380003 21.072048321250005 38.213426205600008 20.120233242600005 72.043920985000014 16.625388449550005 22.664946999500003 172.77856529855003 22.674946976100003 62.052302108850007 85.732241321850012 69.826413229550027 103.54784004735002 16.525386113000007 204.07424550460004 188.63457064660003 23.389417063900002 19.078733418100004 99.140885195450011 189.28685862455004 13.65531905435 273.54171774295008 205.22231928645002 17.399600107550004 20.444185446200006
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 -8 -1 10 -10 24 -13 -14 15 -15 -12 23 19 -19 21 -21 -23 -11 26 28 -2 -28 -26 -27
right_child=11 2 3 4 -6 6 7 -9 9 17 16 12 13 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 25 29 27 -29 -30 -31
leaf_value=0.012214192419949072 -8.5713222361899846e-05 0.084400552386500807 -0.088989001006078081 0.063556906692477586 -0.045157657765064745 0.081839214875278357 -0.042999277105910484 0.049736782124161466 -0.10166755262338073 -0.00078226571428002671 -0.022285312339115723 -0.056802276097413465 -0.018175830406379833 -0.031269554866772888 0.00060273559405491775 0.090188125878483058 0.047879699358402784 -0.10298648384152542 -0.0016408550114915305 0.088944284077338523 -0.10168597829461486 0.038301797772501284 -0.082537256857987476 0.014070031129756253 -0.096484085025588334 0.039118117878756888 -0.089887677092149551 -0.003598178281930316 0.027466867580003919 0.00230580652875071
leaf_weight=0.63882564856782487 33.97726305857632 0.18699680670397345 0.083531795802628039 0.061749604530632496 0.051142959575031455 0.086113762156964202 0.091355730170631588 0.10839672231654163 0.077642038464546093 1.0361711259264614 0.043728545653721085 0.19175764184933441 0.5601756960240889 0.052486074492662738 0.52111483228509314 0.10464849136769772 0.039648446378464541 0.11197950512180943 2.5941127983615644 0.070135763032356024 0.031619069496628072 0.015969221192335681 0.019595678036225195 0.58571374921035602 0.093174081576547496 0.30675830147037952 0.1916624352994124 0.62461049425337478 0.036467116332262073 7.8389321358711967
leaf_count=121 1486 23 12 30 14 52 33 36 12 73 28 30 8 38 22 23 23 79 430 69 10 23 50 16 296 67 154 67 354 355
internal_value=-5.9009e-06 0.00218497 0.025988 -0.029621 0.0143067 0.000540842 0.0297711 0.00732443 -0.00104619 -0.00287725 -0.0432857 -0.000298077 -0.00906388 -0.00167207 0.0119586 0.0496188 0.0110804 -0.00142012 -0.00484337 -0.0381675 0.0146901 0.0495025 -0.0282785 0.00458137 -6.99257e-06 0.00266898 -0.000643449 -0.0238591 -0.0616176 0.00369212
internal_weight=50.4335 5.93443 0.383421 0.196424 0.112893 5.55101 0.285866 0.199752 5.26514 4.62632 0.161019 44.4991 1.43018 1.23843 0.678249 0.157135 0.083377 4.4653 2.84341 0.249299 0.13732 0.105701 0.0355649 1.62188 43.0689 8.27533 34.7935 0.816273 0.129641 8.14569
internal_count=4034 1134 79 56 44 1055 121 69 934 813 63 2900 121 91 83 61 51 750 661 231 152 142 73 89 2779 1072 1707 221 650 422
is_linear=0
shrinkage=0.1


Tree=350
num_leaves=31
num_cat=0
split_feature=15 5 18 6 3 16 10 13 6 14 7 18 15 18 6 16 18 0 8 8 14 14 15 12 3 18 5 6 15 16
split_gain=0.0029828 0.0358261 0.087733 0.0417997 0.0264022 0.0677001 0.094805 0.0954776 0.0387404 0.0243303 0.0579319 0.0251556 0.0248201 0.0225395 0.0166982 0.0159937 0.0310832 0.0122968 0.0532007 0.0302674 0.0122652 0.0512899 0.0511546 0.0568257 0.042579 0.0224558 0.0148878 0.0813289 0.0843641 0.0220297
threshold=38.884669609800007 21.955793948900006 13.314799198000001 15.635365317800002 92.598563387050021 22.604947139800004 62.213609596700003 114.02557468670001 16.285380505300001 309.73295979185008 25.213275923400001 15.681876268450003 32.393814985100008 17.957852018100002 16.405383309150004 18.964955651700002 15.625782642300001 86.692020874450009 7.943800736700001 8.4434108459500017 285.93967426180006 297.17785921625006 37.408632939650005 221.60958460755003 81.589327342850012 17.551307094650003 20.911722254300006 16.375382608200002 37.870720399650004 22.454947490600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 5 6 -3 -8 -7 20 12 15 -11 -13 17 16 -12 18 -6 -20 26 22 23 24 25 -22 -1 28 -28 -29
right_child=1 4 3 -5 14 8 7 -9 -10 10 11 13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00042922203133027783 0.083897143137706881 -0.10437799509020614 -0.078661186214882814 0.0278456783368463 -0.0021182547393338966 0.023218594326485553 -0.051778558247396203 0.084261133054155932 0.1007298881140954 0.0099698742034743 -0.10067353249718365 -0.067880567670059511 -0.10017003229370069 0.057438077987474662 0.00092622408833930182 0.085962774865212074 0.098585687989713788 -0.002712110439866855 -0.024188548187463754 -0.10150540745905529 -0.10039158352527651 -0.00031101433037662176 0.10035075719603362 -0.092712025753810282 0.088631900360255339 0.058097041168713837 -0.098008226578019886 0.031037847169139744 0.023720925639916998 -0.0035802600374532328
leaf_weight=26.781367994663459 0.16821628561592561 0.079388339770956828 0.068826545095589609 0.079308723274152726 0.49298059195279975 0.13944252877263352 0.092637526837052064 0.11643286788603291 0.11994776630308479 0.025424743646806802 0.016367058206839147 0.049510081227869929 0.10478653066547849 0.020210698812629602 12.128652759276319 0.049321199025143869 0.015006699639343424 1.0533029753714798 0.10087878015894347 0.10165286006281349 0.02360557826399734 1.1494172038068216 0.1107157442602329 0.039200046533125033 0.078346498018788679 0.014389491439093405 0.17918172549077382 0.18904733420011144 0.083448734716512263 6.6530458343040664
leaf_count=1595 24 20 31 15 2 35 34 19 11 199 70 190 36 291 348 12 3 12 35 34 50 119 6 15 41 33 130 485 15 124
internal_value=-6.98991e-06 0.00118911 0.0344784 -0.0216395 0.000459068 0.0219909 -0.011344 0.023983 0.0590615 -0.000502531 -0.029831 0.0124428 -0.0786644 -0.0315531 -0.000390958 0.0504555 -0.00536384 -0.00952608 -0.0198454 -0.0629947 -0.000269388 0.00885005 0.0483978 0.0114173 0.0465026 -0.0403688 -0.000650375 -0.00471993 -0.0593298 -0.00262376
internal_weight=50.3241 14.7417 0.316352 0.148135 14.4253 0.547849 0.288459 0.20907 0.25939 35.5824 0.280627 0.150416 0.130211 0.0697208 13.8775 0.080695 0.0313738 1.74882 0.695512 0.202532 35.3018 1.41567 0.266257 0.155542 0.116342 0.0379951 33.8861 7.10472 0.26263 6.84209
internal_count=4034 620 70 46 550 119 73 53 46 3414 801 566 235 481 431 85 73 83 71 69 2613 264 145 139 124 83 2349 754 145 609
is_linear=0
shrinkage=0.1


Tree=351
num_leaves=31
num_cat=0
split_feature=8 19 6 15 5 10 4 4 9 8 5 9 15 4 15 6 6 13 2 19 7 6 15 19 10 19 9 6 7 13
split_gain=0.00309623 0.0164798 0.0375291 0.0106002 0.0202002 0.0180018 0.00557388 0.0424499 0.0207347 0.00462693 0.00672571 0.0059576 0.0449222 0.0525345 0.0458208 0.0254432 0.0338847 0.0243308 0.0214354 0.0223621 0.0192956 0.119783 0.0216434 0.0175967 0.00995167 0.00842329 0.00855517 0.00948161 0.0125751 0.0633433
threshold=8.8430989333000021 14.451165964200003 16.605387982250004 32.548041893900006 29.748517783600004 63.353515844050008 180.93811691895004 229.04063404465003 225.10873817095003 8.7431769115000026 21.991679690250006 206.75106037490002 23.292710050100002 171.27730165960003 19.571024256300003 14.185331438000002 13.355312044750002 95.862351557400004 159.16196025500003 12.551012654050002 25.225775578450001 16.100376182700003 31.504255087500002 14.151141757350002 70.206395618550019 14.651182102100002 206.57490536735003 16.455384477450004 22.721067571950005 117.56896250265002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 6 -3 -4 5 -5 -2 -8 -9 11 -11 25 14 -14 15 16 17 -13 -16 -20 21 22 -15 -24 -22 26 27 28 29 -1
right_child=1 2 3 4 -6 -7 7 8 -10 10 -12 12 13 20 18 -17 -18 -19 19 -21 24 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.019684860527732093 -0.0028504917674735549 -0.10225458951323295 0.041944791171272783 -0.10050210398999471 0.040924963516938556 -0.001415157664072751 0.091137169355382755 -0.075027920461951642 0.027265230941081922 0.0096089333365024336 -0.00026204219955653881 -0.10037977183405714 0.059130624269018307 -0.026563208020232477 -0.10101462854222619 0.098215380238941094 -0.088495388552476073 0.060831245427389116 0.072645213357908175 -0.076192538391744502 0.012623230618674576 0.0011465179875734355 -0.10408584883149659 -0.051602271511590969 -0.00080969229010919089 0.011051883926169355 0.012212877905927625 -0.002180061478474576 0.00065797696395496707 -0.068537203946219358
leaf_weight=0.93287407336599304 0.57598738551280249 0.054124093789141625 0.036458836664678529 0.036298747547562016 0.036099722783546895 0.037049286067485809 0.051091671573544772 0.041114662381914968 0.038250503746894537 1.2241102089174085 1.5828002453049519 0.0116151361682445 0.14141876623034466 0.11993888393044461 0.11301264073699713 0.02298382532899268 0.040934873992227949 0.048261480162182124 0.016658361771334285 0.025618987117923098 0.63462310432805669 1.6013036296062635 0.12880446613053209 0.12674344831611961 4.2112448078298712 0.72169030504210141 0.57887712752562848 13.366751250326265 23.571262233592929 0.089164152916055173
leaf_count=440 50 17 19 40 13 9 13 22 18 31 34 189 18 35 49 5 12 25 18 33 41 35 22 19 228 39 14 750 1780 16
internal_value=-6.52173e-06 -0.00579792 -0.0311369 -0.00475573 -0.0203124 -0.0504517 0.00137685 0.0200412 -0.0257271 9.99411e-05 0.00404275 -0.000138042 -0.0027732 -0.00119666 -0.0421128 0.0032691 -0.0183775 0.0295588 -0.0782907 -0.0175466 -0.00244711 -0.0107735 -0.0616078 -0.0780557 0.000949506 0.000348116 0.000147674 -3.6316e-05 0.00112884 0.0119882
internal_weight=50.2172 0.906475 0.200031 0.145907 0.109448 0.073348 0.706444 0.130457 0.0793652 49.3107 2.80691 46.5038 7.24316 6.96408 0.279085 0.123795 0.100811 0.0598766 0.15529 0.0422773 6.82266 1.97679 0.375487 0.255548 4.84587 39.2606 38.5389 37.9601 24.5933 1.02204
internal_count=4034 201 98 81 62 49 103 53 40 3833 65 3768 729 398 331 231 226 214 100 51 380 111 76 41 269 3039 3000 2986 2236 456
is_linear=0
shrinkage=0.1


Tree=352
num_leaves=31
num_cat=0
split_feature=2 0 18 0 5 5 6 5 12 2 2 14 16 18 15 14 0 19 7 18 8 4 7 0 0 17 0 0 3 18
split_gain=0.00346775 0.01812 0.0491033 0.0232225 0.0143447 0.0256578 0.013561 0.0102951 0.00912622 0.0204053 0.0424279 0.00750188 0.032971 0.166293 0.0241554 0.00961821 0.00655033 0.00627876 0.00462916 0.0318979 0.103887 0.0231531 0.0137388 0.0121149 0.0877309 0.0209292 0.056362 0.0458026 0.0229009 0.034384
threshold=67.858768990950011 94.047642319350018 13.927976454650002 96.959242474650011 19.476154597300006 20.748863230450002 14.315334475500002 16.787983692950004 94.328280857900012 68.946226135900005 72.043920985000014 168.39662374755002 22.654947022900004 13.793345552600002 35.83914456115 170.13250779355005 85.57631075030001 13.351077205700003 23.109894804950002 13.455547561900003 8.3434888241000014 267.94697827110002 23.150522195450005 85.764502819450016 85.667718326750006 188.10488866565001 86.692020874450009 86.103248543850015 93.281431752200021 13.314799198000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -6 -3 -5 9 -2 -11 12 13 14 -10 -13 -7 -8 19 23 21 -21 -20 24 -17 26 27 -25 29 -27
right_child=8 3 -4 7 5 16 17 -9 11 10 -12 15 -14 -15 -16 18 -18 -19 22 20 -22 -23 -24 25 -26 28 -28 -29 -30 -31
leaf_value=0.0046287195545087574 0.0016083300034393047 0.019316807456429316 -0.056124014774370949 -0.019214041084312322 -0.077776269862557035 -0.022714429434041061 -0.0027594533541673446 -0.00015020902297220752 0.09847845201020046 0.00024985348054508519 0.099634556312274317 -0.030094908198840493 -5.1405697088677804e-05 -0.06606557790215474 0.028733676004792399 -0.0010105252487237482 0.023964922883000381 0.010038538745785364 0.013780279314530689 0.079188221540784032 -0.10268103485417335 -0.10075375280810464 6.9298577453395931e-05 -0.080948860847894655 0.07100520735131198 0.025613387458125227 -0.00254747256451916 -0.011575985433909305 -0.0059040587082346881 -0.0065091366879223818
leaf_weight=0.60721337894210481 0.52096630567757785 0.61728812335059124 0.22083726373875834 0.6404165937248647 0.065007355995476246 0.061244982267453452 1.0436107711575457 0.50796347577124834 0.1802878417045396 0.10516315753488925 0.072615324722203667 0.10736731642106079 1.6054527489905011 0.115172108868137 0.068535663071088493 2.1775018657537788 0.059042247827164829 0.60591274558100838 0.74667074007243783 0.056586413186074824 0.11190587134147734 0.0081849281591281908 34.42907156642562 0.19604702401556995 0.18340822044501681 0.70395611628191568 1.081905196679571 0.18496478092856705 2.4168855311436346 0.63273705396568403
leaf_count=21 15 11 17 56 10 44 52 3 72 28 31 27 22 12 20 610 11 10 30 96 24 117 2456 29 34 34 49 16 63 14
internal_value=-8.59946e-06 -0.00268045 -0.0144234 0.000803887 -0.00280327 -0.027158 0.00667313 -0.0107815 0.000250284 0.011591 0.0408445 7.42152e-05 0.00610948 0.0332829 0.079268 -0.000201968 0.000197844 0.00194158 -0.000127206 -0.00233891 -0.0443424 0.0564496 0.00036034 -0.00135955 0.00458405 -0.00404953 -0.0141956 -0.0472713 -9.51906e-05 0.0104079
internal_weight=50.1339 4.42854 1.01335 3.41519 0.792508 0.185295 2.26681 1.14838 45.7054 0.698745 0.177778 45.0066 1.96945 0.363996 0.248824 43.0372 0.120287 1.64952 42.9298 7.75408 0.176677 0.0647713 35.1757 7.57741 2.36091 5.2165 1.46292 0.381012 3.75358 1.33669
internal_count=4034 235 103 132 86 65 73 59 3799 74 59 3725 126 104 92 3599 55 62 3572 1086 237 213 2486 849 644 205 94 45 111 48
is_linear=0
shrinkage=0.1


Tree=353
num_leaves=31
num_cat=0
split_feature=16 17 15 15 6 13 8 10 15 5 16 0 19 19 18 7 18 17 6 13 8 6 7 18 19 18 7 15 13 16
split_gain=0.00362681 0.0185596 0.0809013 0.0286854 0.0673024 0.025982 0.0126923 0.0414714 0.0229371 0.0179904 0.012379 0.0363942 0.0819802 0.0593988 0.00903609 0.0742411 0.0148778 0.0852511 0.0127003 0.0246084 0.0145731 0.0114295 0.0164824 0.0127667 0.0475586 0.0993151 0.0453717 0.0628506 0.059436 0.0205726
threshold=22.624947093000003 199.03437346465003 46.074827201850006 38.213426205600008 15.760368238450001 117.46680109370001 8.8430989333000021 63.353515844050008 32.167495462450006 21.072048321250005 22.614947116400003 86.756543869550015 14.151141757350002 14.451165964200003 13.036600629150001 22.444423115000003 13.142272494650003 188.64489188380003 15.760368238450001 113.97180552410002 3.3473877318000005 16.565387047600002 23.203497038450006 13.4793103924 14.251149826300002 13.24088655595 23.261955272900003 31.504255087500002 113.0174028878 20.824951302200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -5 -2 10 -8 9 -9 14 12 -12 -14 15 18 17 -16 20 -20 -1 23 -23 24 25 -18 27 28 -25 -27
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 -13 13 -15 16 -17 21 -19 19 -21 -22 22 -24 26 -26 29 -28 -29 -30 -31
leaf_value=-0.052967389725307845 -0.018177945543119849 0.099552770336146401 -0.0070467026854433559 -0.039136886490722105 0.089214657839354353 0.0015666161288316355 -0.10210620242268681 -0.0080482810853324451 0.028862459226540578 -0.10122183697143927 -8.2615974940516632e-05 0.0015742443093078166 -0.10312821712281656 -0.011651898652113166 -0.10355973542236037 0.073762933856476767 0.0032247090361028374 0.055112707574484859 -0.086960298961829927 -0.0024874158199598428 0.085491277637531768 -0.0028748346287639009 0.020501278825361777 -0.068807475987007108 0.00022874195070450416 0.042826048424575526 -0.00091464935707520189 -0.08104570193979789 0.082571348340549022 0.10094286250953258
leaf_weight=0.010174223922721271 0.70581878492185701 0.1099543059535798 0.51952165307011455 0.07195653161033988 0.094513524251851777 11.953508488307305 0.052339913767581403 0.063509244792157915 0.10933070857481653 0.030760210299945356 0.49972365796565954 1.5363051858730612 0.17733803305259244 0.11836102035087492 0.07615469284610199 0.1511331452985587 0.58962202177371992 0.060969960733146422 0.036660629801176015 0.58152169910346174 0.030064846509222143 0.56825542607992818 0.64286601264029741 0.045321298513360087 5.34751905498306 0.10079296245373826 25.381800568977294 0.16349949097771344 0.060641640000540065 0.153930876749655
leaf_count=18 44 19 12 16 33 345 17 30 35 36 2 11 30 30 72 19 21 11 156 242 82 24 16 224 92 40 2299 34 7 17
internal_value=-6.79783e-06 0.00139703 0.0162086 0.0599155 0.0337348 0.000465761 -0.000523048 -0.022714 -0.00230448 -0.0384509 -0.000366727 -0.0074153 -0.024778 -0.0665125 0.000116652 0.0105551 -0.000137946 -0.0330089 -0.00395359 -0.00749699 0.0504828 -1.58154e-06 0.00953326 -0.00036423 0.00371122 0.0257669 -0.00134799 -0.0421659 0.0178253 0.0779463
internal_weight=50.0439 13.4553 0.795946 0.276424 0.16647 12.6593 36.5886 0.25594 0.2036 0.0942695 36.3327 2.33173 0.795423 0.295699 34.0009 0.809555 33.1914 0.137125 0.658421 0.618182 0.0402391 33.0542 1.21112 31.8431 6.19186 0.844346 25.6513 0.269462 0.105963 0.254724
internal_count=4034 469 80 68 49 389 3565 118 101 66 3447 73 62 60 3374 517 2857 83 498 398 100 2774 40 2734 170 78 2564 265 231 57
is_linear=0
shrinkage=0.1


Tree=354
num_leaves=31
num_cat=0
split_feature=16 17 15 15 6 7 19 6 17 6 12 6 5 9 3 9 7 6 12 15 17 7 17 15 8 13 10 18 13 7
split_gain=0.00297197 0.0156043 0.0715476 0.0276719 0.059159 0.0256987 0.0109858 0.0313805 0.0862645 0.0549924 0.145887 0.0319761 0.154829 0.102383 0.0280222 0.11237 0.0779387 0.0496499 0.0365404 0.0799918 0.0351187 0.0332997 0.0268868 0.0852102 0.0314901 0.0259912 0.0196259 0.0451684 0.117513 0.096582
threshold=22.624947093000003 199.03437346465003 46.074827201850006 38.213426205600008 15.760368238450001 23.626037400350004 14.251149826300002 15.255356438950001 199.20888372035003 14.980350013450002 158.77822473985003 14.825346391850003 18.160071980500003 207.69346988305003 83.538459487450012 201.61239113610003 23.822419043000004 14.745344522600002 201.09959674440003 27.437241680050004 189.50863627480001 20.861906850000004 201.53484968420003 36.346245650200011 8.543332867800002 117.46680109370001 62.095317438950012 13.712081531300003 113.97180552410002 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=6 5 3 -3 -5 -2 7 9 26 11 -11 14 -13 -14 -1 16 21 18 19 -18 -17 -16 -8 24 -24 -25 -9 28 29 -28
right_child=1 2 -4 4 -6 -7 22 8 -10 10 -12 12 13 -15 15 20 17 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.00062774318288510099 0.0015220687944961005 0.099320967132324869 -0.0063142474235480823 -0.035702146239317674 0.087149446985789636 -0.018006656335142434 -0.0013427080708312287 -0.00079721863711907683 0.069994491381150506 -0.10153155242638286 0.047521375508505756 0.077573585093560868 -0.068736332826841856 0.047871825544351265 0.026993148856241506 -0.0028046464716532712 0.044047279653473673 0.023879373790875253 -0.0012600837605149585 -0.10136607148221154 -0.10221541120682523 -0.10019828773759826 -0.084328491703406394 0.03342072636619562 -0.021137854338630219 -0.0094702007805788774 -0.08934757489824828 -0.00093863920861770103 0.096588717795057566 0.04816653456630119
leaf_weight=16.194229618581772 11.938160224839971 0.09971162167494263 0.52168738760519773 0.071042241645045578 0.087445720622781664 0.7141604258861215 13.648776131669868 1.7388843512330678 0.2253171735096976 0.1721448749731288 0.10616079166164205 0.27722724914201435 0.19861449952196608 0.12126896015342936 0.025423958490874976 0.045165567666117457 0.055884571462570198 0.65278905037121149 0.51454737345653356 0.1170962613643951 0.1666792824046297 0.10811880165336873 0.20417556241954915 0.18241808150196448 0.1284918352321256 0.62657302252682712 0.088920591900737866 0.59069019507751364 0.20213036495715642 0.11999961565015838
leaf_count=1636 349 19 12 16 33 40 362 462 40 41 15 30 29 25 63 32 21 12 36 46 200 206 43 40 38 44 48 24 52 20
internal_value=-5.83191e-06 0.00126598 0.0149943 0.0580479 0.0320812 0.00041977 -0.000473716 0.000957641 0.0105157 -0.000553852 -0.0446747 0.000110708 0.0228749 -0.0245298 -0.000649516 -0.0129199 -0.0031314 0.00412723 -0.0146269 -0.0543877 -0.0810209 -0.0759835 -0.00257581 -0.0173179 -0.0599213 0.000201204 0.0056257 0.016775 0.0422299 -0.0103622
internal_weight=49.9439 13.4322 0.779887 0.2582 0.158488 12.6523 36.5117 21.7213 2.96594 18.7554 0.278306 18.477 0.597111 0.319883 17.8799 1.6857 1.47386 1.34032 0.687528 0.172981 0.211845 0.133543 14.7904 1.14166 0.332667 0.808991 2.74063 1.00174 0.411051 0.20892
internal_count=4034 469 80 68 49 389 3565 3038 646 2392 56 2336 84 54 2252 616 384 115 103 67 232 269 527 165 81 84 606 144 120 68
is_linear=0
shrinkage=0.1


Tree=355
num_leaves=31
num_cat=0
split_feature=8 7 0 17 7 19 4 9 9 4 15 16 12 6 7 13 19 3 16 0 9 13 4 16 2 7 2 15 7 5
split_gain=0.00338753 0.0135089 0.0201575 0.0154598 0.0262613 0.00444658 0.00581346 0.00383142 0.0221173 0.00805153 0.00874482 0.0135223 0.00823077 0.0145488 0.00864007 0.00826698 0.00800104 0.006694 0.0107707 0.00579214 0.0066362 0.00469503 0.0078681 0.00410802 0.00458926 0.0700902 0.018981 0.0135701 0.042495 0.0178097
threshold=8.9430209551500024 22.649177329550003 87.009258933850006 177.64087306825002 20.752538901500003 14.651182102100002 264.30477453730003 179.18874144770004 177.77223095870002 375.65892766775005 43.030193406950012 22.644947046300004 150.73104262400003 16.665389384150004 19.716522186550005 116.35915634395 13.451085274650001 101.45434446875002 21.094950670800003 95.469836670350006 38.963210209450004 99.604685275000008 237.14380148740003 22.764946765650006 173.34516805710004 22.977992916200005 180.77806029485001 38.992510055900006 23.203497038450006 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 -3 4 -2 7 -7 8 9 10 11 12 14 15 17 16 21 -1 -19 -16 -21 22 -14 24 27 26 -26 29 -29 -9
right_child=1 2 -4 -5 -6 6 -8 23 -10 -11 -12 -13 13 -15 19 -17 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.078304132284711031 0.024188782070267246 -0.1007634493721392 -0.010699887799930289 0.043687022593784139 -0.10046912692621515 -0.0012858770392203487 0.012538958365254323 0.00086491033508247098 -0.10055824961789794 -0.10007426704338207 -0.10126325114814834 0.097653166885300777 0.099870418214520432 -0.10013252020653757 -0.10022430469101587 0.096831258157337702 -0.10030821014193035 -0.10008383119595804 0.10013359741548922 -0.10026298242537723 0.061447292599580629 0.047624896086919791 -0.10011162323013048 0.007947883860855454 -0.019757281147601991 -0.0010363803757362138 -0.10150251222113793 0.0014191265350407686 0.026923030900705316 -0.0051034779056757214
leaf_weight=0.0096492727430449454 0.045195450976278972 0.034058311167882493 0.091920931834465591 0.069356624951410595 0.026992804353540123 0.57598212788616254 0.64454545162152499 23.677796875369584 0.025695388188957224 0.0076989762071768544 0.0073798722587525836 0.015769090518006124 0.0029350973468353914 0.008753980299687214 0.018786865786760032 0.017110763128130202 0.0052798488066514429 0.0080642894494786788 0.0040293028578162202 0.0044083971015709267 0.0059803582405493216 0.03312349643908874 0.0059670786784624674 0.63497588472091493 0.042050399177241071 12.042585006839138 0.087533651796348977 4.5329337574201523 0.7633348078597918 6.3379830548074088
leaf_count=18 36 35 39 42 25 24 23 1117 17 357 1 6 3 98 275 15 9 143 1 55 37 76 384 37 11 818 45 118 18 151
internal_value=-6.79456e-06 -0.0112293 -0.0350484 0.00997043 -0.0224236 5.38329e-05 0.00601485 -9.68008e-05 -0.0146336 -0.000383472 0.0048293 0.0104275 -0.00065708 0.0208274 -0.0315304 0.0372655 0.0157201 0.0161865 -0.0333761 -0.067091 -0.00717335 0.0302972 -0.0341764 -4.22319e-05 -0.000149079 -0.00182354 -0.0749759 0.000428112 0.00509493 -0.000395345
internal_weight=49.7879 0.267524 0.125979 0.141545 0.0721883 49.5204 1.22053 48.2998 0.180632 0.154937 0.147238 0.139858 0.124089 0.0731703 0.0509185 0.0644163 0.0473055 0.0217429 0.0120936 0.0291756 0.0103888 0.0420257 0.00890218 48.1192 47.4842 12.1722 0.129584 35.312 5.29627 30.0158
internal_count=4034 177 74 103 61 3857 47 3810 1495 1478 1121 1120 1114 585 529 487 472 162 144 367 92 463 387 2315 2278 874 56 1404 136 1268
is_linear=0
shrinkage=0.1


Tree=356
num_leaves=31
num_cat=0
split_feature=10 18 6 7 13 17 6 2 10 15 6 7 12 18 18 18 10 2 6 7 13 7 9 16 4 16 5 5 8 0
split_gain=0.00355488 0.013132 0.0196803 0.0600515 0.076944 0.0202011 0.0137897 0.0115745 0.0802013 0.0470745 0.0538822 0.0500248 0.0344871 0.023511 0.0173675 0.013888 0.0381188 0.0129873 0.0117378 0.0110568 0.00709052 0.035298 0.103645 0.0458375 0.0297696 0.0171185 0.0130296 0.0916125 0.00778661 0.00679398
threshold=62.041548276350007 13.820816557100002 16.415383542800004 23.109894804950002 117.56896250265002 196.80409074510004 16.505385645700006 211.52504573410002 62.095317438950012 38.884669609800007 15.635365317800002 25.213275923400001 368.00406080990007 15.681876268450003 16.587089536200001 15.561419761650003 67.300172379550006 204.67136036115002 12.165284239900002 28.8637720374 117.60660091645001 22.721067571950005 192.39832633775004 22.634947069650003 288.38343543295008 19.254954973500002 23.730745871350006 24.628131835750001 5.9453602998000008 86.256490657300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 20 -7 17 -9 11 12 -10 -11 15 -15 16 -13 -2 19 -16 21 22 23 24 25 28 29 -28 -4 -22
right_child=7 -3 5 -5 -6 6 -8 8 9 10 -12 13 -14 14 18 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.077493610183274761 -0.00059468411768335075 -0.012350325756503855 -0.10010833157499538 0.063205070105458658 -0.076747335399614439 0.023167035979423531 0.0028008802822495227 -0.099831579828951023 -0.086400374654745926 -0.10081048135644188 0.073978559711594685 0.10012567676858053 0.036316401465504973 -0.1004579470723809 -0.10030207520831882 0.098380097120742568 -0.10070509167866591 0.014126189870630369 0.073850133783372282 0.054755135150889069 0.0010072724139870892 0.00093751720867928882 0.093843017796886988 -0.10143489746663643 -0.068808740590273046 0.094129911368962219 -0.10212997870483034 -0.00055912602110847788 0.10002885727531148 -0.0078647551947152641
leaf_weight=0.049682670491091652 33.794340744539831 0.67366001384562046 0.0077625491881841979 0.18777320318667989 0.092668244091328233 0.67123342429840593 0.65872019520566027 0.092445617576223049 0.09069941597972786 0.036722170968232604 0.13622028840416078 0.020821815822273493 0.036639879457652569 0.024453395140874079 0.012287802026202943 0.031912344730926634 0.017306360050724834 0.61013004143081317 0.015636516151062096 0.0073494189579346161 5.0075894896051523 5.4056452016283174 0.1499907656477717 0.051675251466804184 0.024892773979502181 0.040374583040829748 0.10292092017311905 0.64726206448324319 0.0025934707664418966 1.0428922786377368
leaf_count=36 2225 73 258 17 18 23 26 47 149 28 39 8 19 65 133 8 67 62 13 214 120 81 18 14 60 13 24 160 8 8
internal_value=-7.35062e-06 0.00129053 0.00194024 0.0260698 -0.0229149 0.00136358 0.0130798 -0.000557962 -0.0153299 0.00283505 0.0367685 -0.0294231 -0.0323239 0.0104005 -0.0356932 0.0497069 0.00896869 -0.000333624 0.00920473 -0.0422704 0.000115387 0.00272249 0.0375198 -0.0288435 0.02076 0.0647101 -0.00206322 -0.0144941 -0.0499877 -0.000521956
internal_weight=49.7443 14.8173 14.1437 0.330124 0.142351 13.8136 1.32995 34.927 0.522495 0.430049 0.209582 0.220467 0.0733621 0.129768 0.0597271 0.0700405 0.0381282 34.4045 0.0352737 0.0196372 12.4836 5.68293 0.277289 0.127299 0.0756234 0.0507306 6.80066 0.750183 0.010356 6.05048
internal_count=4034 957 884 71 54 813 49 3077 790 743 86 657 47 508 425 83 75 2287 360 347 764 452 371 353 339 279 312 184 266 128
is_linear=0
shrinkage=0.1


Tree=357
num_leaves=31
num_cat=0
split_feature=2 5 18 13 18 12 14 16 18 15 4 8 2 16 10 16 13 9 15 15 4 16 2 19 15 5 9 5 13 7
split_gain=0.00293858 0.0180202 0.0119976 0.14611 0.0231251 0.0078497 0.00554812 0.0306688 0.131053 0.0218993 0.0102869 0.0039954 0.0123941 0.00900359 0.0543526 0.0257437 0.0545401 0.00682386 0.0536769 0.0557535 0.0230796 0.0354783 0.0195596 0.018271 0.0128433 0.0173094 0.0235831 0.118482 0.0157042 0.0130286
threshold=67.858768990950011 16.569990495050003 14.297806230850002 110.06278740240002 12.971888692100002 94.328280857900012 168.39662374755002 22.654947022900004 13.793345552600002 35.83914456115 169.62532823300003 8.7431769115000026 195.37902863565003 22.614947116400003 71.397382570300024 22.574947209950004 113.97180552410002 207.04102956050002 23.908355817750003 19.571024256300003 234.39952089600004 9.719977270450002 159.16196025500003 12.551012654050002 34.500740167500005 21.336111252450003 222.81044357820005 17.505247228350004 109.34496908160001 26.0252225485
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -7 -8 17 13 14 15 16 -13 -12 19 20 -19 -22 -21 -24 28 26 27 -26 29 -20
right_child=5 2 -4 4 -6 6 10 -9 -10 -11 11 12 -14 -15 -16 -17 -18 18 24 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.012427323235936231 0.010831474653969228 -0.10052448842199138 -0.0017742062607340352 -0.0069053875910741851 0.032182354946119734 0.09788700923494309 -0.030811633173140923 -0.00029776748776355545 -0.060870938057698512 0.02797668962422821 0.00023026068979205592 0.091160756193430087 -0.010130452624965801 0.0024265987388851669 -0.0022087268405516303 0.09688699147185742 -0.035784525596459713 0.075523058221754924 -0.014391296458223193 -0.10126931030287581 0.061094895784806161 -0.08183467951500295 0.057100445424753232 -0.075501319431559188 0.00035880916777254019 0.0019396125079911139 0.0012056970611024854 -0.086453949802725277 0.01544116025294396 0.0021137713604971737
leaf_weight=0.68367757263416606 0.68805280024088844 0.16518739963066797 2.6884464350587223 0.63342931929582846 0.19887822854798287 0.15342274820994717 0.10926771950261027 1.5997199834964702 0.10010987194254994 0.0632914281450212 33.141830708749247 0.068605127278715261 0.5433125626415175 1.6174251919323976 0.51814075288280037 0.092921050149016082 0.066795314682167373 0.036027586782210075 0.58515262753280772 0.1280541980995622 0.029652923073001602 0.041914934417945915 0.017038030405984728 0.02663591593500314 0.50120278447866462 1.0839098448292928 0.50672005599108161 0.22906246251068296 0.72021040620165866 2.61805720133259
leaf_count=67 74 35 44 56 33 72 33 22 12 20 2703 15 54 49 15 12 30 87 68 51 57 79 21 40 2 53 8 90 39 93
internal_value=-7.12597e-06 -0.00248366 -0.00524939 -0.0146157 0.00243455 0.000231831 6.83025e-05 0.00533181 0.0337569 0.0774697 -0.000168045 -8.93942e-05 0.00348896 0.00661923 0.0157038 0.0563534 0.0285365 -0.000351662 -0.00330799 -0.0461961 0.0102463 -0.0226142 -0.0815599 -0.0237709 -0.0013895 -0.00728607 -0.0153701 -0.0268718 0.00209862 -0.000901324
internal_weight=49.6562 4.36962 3.68594 0.997495 0.832308 45.2865 44.5985 1.91654 0.316824 0.216714 42.6819 42.5727 2.9072 2.36389 0.746462 0.228321 0.1354 39.6655 6.52364 0.279324 0.107595 0.0715679 0.171728 0.0436739 6.24432 2.3209 1.23699 0.730265 3.92342 3.20321
internal_count=4034 235 168 124 89 3799 3725 126 104 92 3599 3566 175 121 72 57 45 3391 688 335 223 136 112 61 353 153 100 92 200 161
is_linear=0
shrinkage=0.1


Tree=358
num_leaves=31
num_cat=0
split_feature=8 5 15 9 9 6 7 13 12 12 17 17 15 16 12 19 2 6 19 2 15 19 15 15 4 10 0 9 16 3
split_gain=0.00315776 0.0135256 0.0164289 0.0150693 0.0193716 0.0105435 0.00589526 0.00474153 0.00365712 0.0115534 0.00576154 0.103499 0.01444 0.0318093 0.0432623 0.0199564 0.0197355 0.0126707 0.0166347 0.0084354 0.00827422 0.0434637 0.00812816 0.0121551 0.11569 0.00817134 0.101226 0.0149109 0.014588 0.0737001
threshold=8.9430209551500024 30.284449345300001 38.098890576000009 212.71218656455002 227.07958281845004 18.195425133200001 22.814487719050003 117.50981642375002 69.826413229550027 81.514192512750014 183.35201426355002 182.63036160245002 20.520114807950005 14.184966829400002 189.11492007315005 11.950964240300001 171.97230602530001 12.350288562550002 12.250988447150002 62.922191810850009 22.151858238250004 11.750948102400001 22.662932349550001 23.908355817750003 182.86807653835004 75.408562100950022 97.991610396700011 200.76482212275002 18.684956306450005 82.885164161750012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 5 6 -2 -5 -4 -1 -10 11 -11 13 16 15 -15 -12 18 -16 -14 21 -21 -22 24 -24 28 27 -27 29 -25
right_child=1 -3 7 4 -6 -7 -8 -9 9 10 12 -13 19 14 17 -17 -18 -19 -20 20 22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0077423923757128643 0.07196491657834457 0.042623126264194545 -0.034446951548262994 -0.037367916730882099 0.023864383287176036 -0.004618763257986643 -0.10053872806702334 -0.10046034740897203 -0.013589765161693027 -0.00090416731783573157 -0.10053553134038413 -0.095515314316080208 0.011424476330677278 0.10033050431909651 0.094624039959199879 0.026900605474326367 0.024068265799865745 -0.10058800110416995 -0.10011587733099364 0.00064266360756910616 0.011734781644130051 -0.071117746356756439 0.0067204506432000212 -0.10108742314865178 -0.098173765176084754 0.10144552730787984 -0.0010301293541591535 0.044349710152858379 0.00043908884437477021 -0.00332254148429995
leaf_weight=0.61035894272321556 0.030778172244025792 0.039594595436938107 0.018005899881245568 0.030138715867053634 0.037087039607285988 0.043221091989494198 0.028976307701668702 0.027495918715430889 0.62185528732345474 5.7345471339295715 0.028449007177950736 0.11800467793691805 0.68226048757786983 0.084795790260614012 0.010452440293523324 0.065678663191022224 0.022977736667022519 0.021678922405953926 0.0075581425026314255 0.50286673256517289 0.62147565115728198 0.10142644562439784 0.56083214993827368 0.084852289357001065 0.12940710245507958 0.10592439445408075 1.6163636154494971 0.080502360593527555 36.645399644140511 0.84491089380679796
leaf_count=28 19 16 7 24 14 38 19 40 56 1113 186 41 30 15 21 31 386 10 32 14 31 109 11 75 109 41 119 11 1138 250
internal_value=-7.62414e-06 -0.0111005 -0.020962 -0.00669256 -0.0327893 0.0272343 -0.0683322 -0.0743376 4.98168e-05 -4.66099e-05 0.000128589 -0.00281181 0.000536209 0.0249141 0.0437839 0.06828 -0.0448619 -0.049088 0.0129014 0.000395904 0.000213689 -0.0114018 0.000386195 0.000210173 -0.0129453 0.000440769 0.00701732 0.0767905 0.000125238 -0.0122448
internal_weight=49.5579 0.255298 0.215703 0.170201 0.0962021 0.0739993 0.059115 0.0455018 49.3026 48.6922 48.0704 5.85255 42.2178 0.241591 0.190164 0.150474 0.0514267 0.0396895 0.0180106 41.9762 41.294 0.604293 40.6897 40.0682 0.690239 39.378 1.80279 0.186427 37.5752 0.929763
internal_count=4034 177 161 114 57 57 43 47 3857 3829 3773 1154 2619 681 109 46 572 63 53 1938 1908 123 1785 1754 120 1634 171 52 1463 325
is_linear=0
shrinkage=0.1


Tree=359
num_leaves=31
num_cat=0
split_feature=8 3 0 15 7 17 7 19 5 15 7 18 7 10 10 17 7 10 6 17 8 16 5 5 3 3 5 6 5 7
split_gain=0.00271977 0.013474 0.0312043 0.0214524 0.00943767 0.0289309 0.0234052 0.00409019 0.0103496 0.0254215 0.0828855 0.015314 0.0206151 0.0115543 0.0198671 0.0179111 0.0144406 0.00873282 0.0120384 0.00874945 0.0720122 0.00768491 0.0226943 0.129305 0.170127 0.0866355 0.0467505 0.0367365 0.0569674 0.0651579
threshold=8.8430989333000021 93.394346993650018 87.278104746850019 32.548041893900006 22.649177329550003 177.64087306825002 20.752538901500003 14.451165964200003 24.393336510100003 42.713473568600008 23.127267687200003 13.512826932300003 23.822419043000004 61.977025281250008 62.057679025150001 197.38773738110004 22.792619241600004 62.391047833300007 16.445384243750002 198.10578792550004 8.543332867800002 22.534947303500005 19.925387549600003 21.336111252450003 86.589859465500012 88.931506497100017 19.574963708700004 16.405383309150004 22.783584484750005 22.649177329550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 6 -3 21 9 13 -11 -12 -13 15 16 -9 -15 18 -16 -19 -21 22 26 24 -24 -25 -1 28 29 -27
right_child=1 4 3 -5 -6 -7 -8 8 -10 10 11 12 -14 14 17 -17 -18 19 -20 20 -22 -23 23 25 -26 27 -28 -29 -30 -31
leaf_value=8.3263373231847479e-05 -0.085074189400498088 0.02365499744417671 -0.040563831666193872 0.041002051632170362 -0.0046553293321128005 0.075982756438917429 -0.10044302590882898 0.0030469004811790675 -0.010281736366413469 -0.00087661630269716224 0.10047653218743016 0.011834492866279508 0.085354657362733136 0.0031344488751999773 -0.015126176397316796 -0.020366038986218884 0.02393318689096385 0.00052876725959988681 0.00074316566779196415 -0.019465436127484231 0.083019399917627176 -0.0018202438247315552 -0.089219462524187637 -0.10397543453674832 0.090878381548424453 -0.043505625657992743 -0.043282719746168097 0.0012644260146389857 -0.046952513203653026 0.10046097832820447
leaf_weight=18.973843909986339 0.065294509331578321 0.043673954821770167 0.065212048973990022 0.063782563694985583 0.52704028470009234 0.06023017336428893 0.023309021958880294 0.75575762370135524 0.59990394537194891 0.57461895990593337 0.093122293979831738 0.07541398575722269 0.077163256632047705 0.65462841617409118 0.68680142814992073 0.57560252610346652 0.68117958233779063 0.5501245034392922 1.5725468107884806 0.16891204554121941 0.11540691705886275 18.350998708171694 0.062346991226747028 0.075797050863961934 0.33046163761238745 0.040297620298282211 0.25189275491565766 3.1608077240313968 0.055352103930381702 0.1429777794611482
leaf_count=2116 20 36 29 17 37 37 25 41 53 19 9 11 34 17 31 30 29 10 34 29 21 392 105 58 103 77 50 460 81 23
internal_value=-8.84497e-06 -0.00562155 -0.0287454 -0.000232836 0.00124537 0.0256918 -0.0195292 8.9099e-05 0.0022924 0.00343858 0.0199089 0.06852 0.049016 0.00109333 0.00354855 -0.00707549 0.0137405 -0.000852049 -0.00408083 0.00789023 0.0221338 -0.00029267 0.000921185 0.00791006 0.0622931 0.0017631 -0.000484911 0.00412074 0.0419549 0.0688064
internal_weight=49.4745 0.848543 0.194289 0.128995 0.654253 0.127213 0.066983 48.626 7.18118 6.58128 0.820318 0.2457 0.152577 5.76096 4.4296 1.33136 1.33581 3.09379 2.25935 0.834443 0.284319 41.4448 23.0938 3.86804 0.392809 3.47523 19.2257 3.39944 0.238628 0.183275
internal_count=4034 201 66 46 135 98 61 3833 368 315 73 54 45 242 171 71 46 125 65 60 50 3465 3073 907 208 699 2166 641 181 100
is_linear=0
shrinkage=0.1


Tree=360
num_leaves=31
num_cat=0
split_feature=16 17 15 15 6 13 0 9 12 5 19 3 12 4 13 16 6 19 13 9 4 10 19 12 2 17 0 7 9 4
split_gain=0.00317574 0.0137871 0.0628714 0.0241853 0.0464016 0.0198063 0.012814 0.0214405 0.0182861 0.0107244 0.0101713 0.0104831 0.00895741 0.00868182 0.00952599 0.00793331 0.0120554 0.00999888 0.00753458 0.00784772 0.0188471 0.0189162 0.0280591 0.0110436 0.00928133 0.0078309 0.00965957 0.00779051 0.0296564 0.0163584
threshold=22.624947093000003 199.03437346465003 46.074827201850006 38.213426205600008 15.760368238450001 117.46680109370001 85.705356740550016 187.11236276785004 94.328280857900012 21.336111252450003 14.551174033150001 94.340684255550016 100.25158460885001 377.6847677435 107.54907905045002 22.594947163200004 16.565387047600002 14.351157895250003 117.61735474900001 185.44496129890004 169.88079978325004 62.165217350350012 14.051133688400002 150.73104262400003 182.48209946165005 187.06455006835003 85.877418060900013 23.127267687200003 195.30595290385003 203.92124079100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 5 3 -3 -5 -2 7 8 -1 -10 -7 -12 -11 14 -14 16 18 -17 19 20 -8 -22 23 -23 25 26 -25 28 29 -21
right_child=1 2 -4 4 -6 10 15 -9 9 12 11 -13 13 -15 -16 17 -18 -19 -20 27 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.10207419618399255 -0.015773373820361074 0.09904858566627206 -0.0046126081381058876 -0.030729598904599417 0.08460422303186918 0.0022687186875817531 0.084694224531904949 -0.10045614222065316 0.1002916026041426 -0.10032131688018629 -0.031394829584933656 -0.0033944380231429165 -0.10013118852176049 -0.10006659585265601 0.035878960342316857 -0.010051813902173454 0.012712001846531124 -0.00081329239374324013 0.010472991211300537 0.0076563249639233976 -0.10199088433891373 -0.061536397177074355 0.099419316159394089 0.10012474913430276 -0.081665692291441272 0.077899271116869617 -0.1001203017293698 6.7635580870799552e-05 -0.023107276748422414 -0.01255442892611968
leaf_weight=0.017198719398606843 0.70372476331760658 0.088616102730157631 0.52612189541105181 0.063768808555323631 0.077010397724734503 11.09839290004663 0.036766382720608948 0.033632616582806918 0.011622642897046731 0.0083949397562435024 0.17134041138069811 0.60880560525106375 0.0057279340022873262 0.0064765171757032993 0.05099592615871984 1.78593320789514 0.75534525750231196 3.405217228229958 0.6616936743594114 1.2200184331741213 0.015074041839397978 0.030589933633105915 0.029792051579534018 0.0037630172446370125 0.00743417569217275 0.020933702747136351 0.0066948702108007296 26.643592449718589 0.70789702818728972 0.59616963900180042
leaf_count=31 44 19 12 16 33 257 16 97 3 30 39 49 105 54 355 35 64 81 17 49 5 157 9 1 503 147 112 1645 28 21
internal_value=-3.35323e-06 0.00131503 0.0144356 0.0581229 0.0323614 0.000527191 -0.00049098 -0.0313514 -0.00820611 0.0111937 0.00149289 -0.00954405 -0.0032703 0.00962103 0.0221448 -0.000375835 0.000234864 -0.00399166 -7.94932e-05 -0.000317652 0.0224172 0.00238164 0.0182404 -0.0166002 0.0188041 0.0425974 -0.028067 -0.000435387 -0.00574516 0.00102208
internal_weight=49.3987 13.3378 0.755517 0.229395 0.140779 12.5823 36.061 0.134049 0.100417 0.083218 11.8785 0.780146 0.0715953 0.0632004 0.0567239 35.9269 30.7358 5.19115 29.9804 29.3187 0.151048 0.114282 0.0992078 0.0694157 0.0388258 0.0313916 0.0104579 29.1677 2.52409 1.81619
internal_count=4034 469 80 68 49 389 3565 675 578 547 345 88 544 514 460 2890 2774 116 2710 2693 950 934 929 920 763 260 113 1743 98 70
is_linear=0
shrinkage=0.1


Tree=361
num_leaves=31
num_cat=0
split_feature=6 18 17 9 16 4 15 10 6 9 15 12 4 3 2 17 16 2 15 2 10 18 2 9 17 9 13 6 0 6
split_gain=0.00279107 0.00849974 0.0376772 0.0173241 0.00830322 0.0144361 0.077654 0.0306796 0.0154017 0.0277482 0.0148925 0.0118102 0.0333498 0.0423634 0.022064 0.0248156 0.0244406 0.00814609 0.00804922 0.0142219 0.146723 0.0135326 0.0108062 0.0101666 0.114851 0.0202567 0.0093638 0.00934019 0.032356 0.0729804
threshold=16.465384711100004 12.867440043550003 182.50770257345002 187.11236276785004 22.624947093000003 292.86187543885006 46.074827201850006 62.272755675600003 16.395383075500003 204.99169312540002 36.548474543700003 246.36519872610003 342.39448800975009 91.017750006350013 306.37214232930006 209.55094140555002 20.664951676350004 168.06224882620003 42.713473568600008 194.17955033580003 61.950140699950005 13.565177112500001 188.47750099235003 190.73543849905005 187.77231677760003 194.45262321395003 117.59047016770002 16.565387047600002 86.479632682150012 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 -1 11 8 7 -7 10 -10 -6 -3 13 -13 -14 -16 -17 -12 19 23 -21 22 -20 24 -2 -25 -24 -27 29 -29
right_child=18 4 -4 -5 5 6 -8 -9 9 -11 17 12 14 -15 15 16 -18 -19 21 20 -22 -23 26 25 -26 27 -28 28 -30 -31
leaf_value=0.01929335089488363 -0.0035489144104425027 0.00013416846084922669 0.092089197991304897 -0.10193086645285576 0.0051051493192052566 0.091819840807945488 -0.0042207878299669694 0.01525834915729922 0.023121429505736573 -0.0021938387961424402 -0.019091716092322943 0.0066480343758128536 0.0046191665495368709 -0.10196938184660852 -0.10164098563476315 -0.1004560838706909 0.060448454202094104 -0.0026338357591458115 0.0086242089576842231 0.0067780444153661135 -0.10270889054607167 0.015410136574252288 0.0016775725119690115 -0.018740722984500767 0.064667984570493636 -0.0032653303289372649 -0.010243755449663943 0.1009845366730253 -0.00070124775482380177 -0.018821888323989146
leaf_weight=0.027515711179367908 2.214496797326253 27.54780546631974 0.048728823661804199 0.020625736098736525 1.0578392657916986 0.15100488573079918 0.5280001873134097 0.080104277760256082 0.77210996539605481 0.98579233719283366 0.62370852977198843 0.062955064911678238 0.56893349309871333 0.083580162632600263 0.04448579469466285 0.014330243778600149 0.02766320388764143 0.58080806728685275 1.084479048804041 0.59315585752551658 0.15422179117129975 0.68870348315908803 1.6185288797690307 0.7643092473736014 0.27776010922389094 6.3059438505733851 1.1112425782030753 0.10443402733653773 1.1157677526546192 0.09908561485701739
leaf_count=106 388 2116 8 2 11 31 17 28 53 8 24 36 211 35 242 105 21 17 55 93 51 43 29 29 35 52 39 5 43 101
internal_value=-1.54269e-06 0.000522435 0.0301008 -0.032644 0.000435948 0.00429169 0.0169395 0.065283 0.00190352 0.00892519 -0.00355249 -0.000214075 -0.0121766 -0.0553047 -0.0025342 -0.049595 0.00553986 -0.0111559 -0.00108074 -0.00247071 -0.0158146 0.00250895 0.000179505 -0.00155422 0.00405381 -0.00322019 -0.00317539 -0.0016645 0.00598718 0.0426556
internal_weight=49.3581 33.226 0.0968703 0.0481414 33.1291 4.77937 0.759109 0.231109 4.02026 1.7579 2.26236 28.3498 0.801948 0.146535 0.655413 0.0864792 0.0419934 1.20452 16.1321 11.6292 0.747378 4.50295 3.81425 10.8818 2.49226 8.38954 2.72977 7.62523 1.31929 0.20352
internal_count=4034 3071 116 108 2955 189 76 59 113 61 52 2766 650 71 579 368 126 41 963 797 144 166 123 653 423 230 68 201 149 106
is_linear=0
shrinkage=0.1


Tree=362
num_leaves=31
num_cat=0
split_feature=19 4 9 9 15 16 2 13 0 4 13 3 13 15 13 15 6 2 12 12 2 15 13 0 16 10 8 10 0 13
split_gain=0.00296701 0.00631536 0.00371855 0.0194834 0.00712241 0.0139476 0.00594167 0.00853181 0.0078982 0.00690528 0.0101449 0.0118835 0.00762926 0.00867159 0.00750968 0.00633153 0.00489511 0.00463137 0.00350406 0.0230414 0.0150099 0.0165842 0.0125527 0.135378 0.0618323 0.0838999 0.056543 0.0442301 0.0422109 0.0450482
threshold=14.651182102100002 264.30477453730003 179.18874144770004 177.77223095870002 43.030193406950012 22.644947046300004 112.79372507800001 116.60649449195002 67.04476885710001 375.65892766775005 116.35915634395 103.00289635185001 107.54907905045002 27.201366220250005 102.0941975038 19.215947067900004 5.1651206822000004 32.468269602050007 149.09269374785001 144.57070813310003 135.72285180265001 37.491361913600009 109.49014582065001 96.531777631850005 18.754956142750004 71.397382570300024 8.0437227585500022 71.015621515800021 93.399723909900004 113.0174028878
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -1 10 11 12 13 14 15 -8 -17 -10 19 22 21 -20 23 24 25 26 -4 -28 29 -24
right_child=1 -3 18 -5 -6 -7 7 -9 17 -11 -12 -13 -14 -15 -16 16 -18 -19 20 -21 -22 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=0.10010613984879187 -0.0026162657192324722 0.011517434077998264 0.092438477214266762 -0.10050662477486648 -0.10115238100626581 0.097256354188365798 -0.10005594678216312 -0.10004253297025245 -0.010308387298420141 -0.10006570227112821 0.098850355578466984 -0.10019721896554178 0.096338926931058277 0.076682214500345625 -0.10017143376269888 -0.1000905522898503 0.060797284217477668 -0.10014145454638859 -0.021056341578065858 0.018308286751562246 -0.00028518740721662295 0.00063106258623279879 -0.031454989614429607 0.00027310205465452098 -0.097390637238000385 -0.10085595144457114 0.021753191748178965 -0.10136896700464243 0.02490980408527398 0.0025255438393611551
leaf_weight=0.0032026872504417039 0.60448678641296172 0.66277332240497344 0.062333947833404291 0.023004234195084905 0.0067469468340277663 0.014332101432955824 0.004208893406560942 0.0070404763144438212 0.0091194550041109324 0.0049132723033382666 0.014068314107134938 0.0091831616994682008 0.011190556949827624 0.011481035689882901 0.0092831600466070086 0.0022012223451852728 0.013423115566595811 0.015482200439050686 0.75113971530072621 0.73102112285459853 24.453290043281111 0.66454690096361446 0.40934041654690823 11.262509550970917 0.19513873310643248 0.094689018053088603 0.078176612500101328 0.046551464161893819 0.80159341800026673 8.3160664423517101
leaf_count=1 45 32 8 17 1 6 354 148 5 347 11 133 25 20 49 89 35 254 50 50 1275 22 65 400 73 65 14 64 24 352
internal_value=-4.54526e-07 0.00477562 -0.000126482 -0.0153997 -0.000990929 0.00424245 -0.00737004 0.00549176 -0.0476116 0.0147849 0.0223048 0.00464294 0.0232334 0.00308213 -0.0259395 0.00880555 0.0381307 -0.0668417 -7.57866e-05 0.000852055 -0.000864768 -0.0108759 0.000252007 -0.00193665 -0.0541233 -0.0241567 0.0146677 -0.0241989 0.00294892 0.000931394
internal_weight=49.2925 1.26726 48.0253 0.158881 0.135877 0.12913 0.114798 0.0869932 0.0278043 0.0799527 0.0750395 0.0609711 0.051788 0.0405974 0.0291164 0.0198332 0.0156243 0.0246017 47.8664 21.9974 25.869 1.41569 21.2664 11.7394 0.47689 0.281751 0.187062 0.124728 9.527 8.72541
internal_count=4034 77 3957 1495 1478 1477 1471 1211 260 1063 716 705 572 547 527 478 124 259 2462 1115 1347 72 1065 624 224 151 86 78 441 417
is_linear=0
shrinkage=0.1


Tree=363
num_leaves=31
num_cat=0
split_feature=12 18 17 17 10 14 14 17 19 3 18 5 16 0 2 19 2 8 15 13 13 13 13 18 13 18 18 7 10 15
split_gain=0.00316335 0.013742 0.0167829 0.0165722 0.0558872 0.00880382 0.0227611 0.0432156 0.0498074 0.0123211 0.0133967 0.0163793 0.0140544 0.00647442 0.00610923 0.00390274 0.00586191 0.00418341 0.00981492 0.0332179 0.0116203 0.00696166 0.0202074 0.0140041 0.0576591 0.0381669 0.0488221 0.0271617 0.0561448 0.049531
threshold=92.218642671200016 15.078113735950003 185.82794795070004 194.73806315685002 69.563854125350005 178.66997565985002 171.16849715720005 194.73806315685002 14.351157895250003 93.846007959550022 13.793345552600002 20.305669781650003 15.454963859600001 96.959242474650011 53.810443956900009 14.651182102100002 244.78475047185003 8.7431769115000026 39.296024648600003 117.70876232545002 116.19247193985002 117.60660091645001 117.62810858150002 13.077716774800001 117.56358558635002 13.036600629150001 12.993189857450002 22.775216856700002 62.095317438950012 39.15620581320001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 4 -4 6 9 8 -8 10 11 -2 -12 14 -1 17 -17 21 19 20 -19 23 -23 24 25 26 -7 28 -25 -30
right_child=5 -3 3 -5 -6 15 7 -9 -10 -11 12 -13 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 27 -26 -27 -28 -29 29 -31
leaf_value=0.010021452698098468 0.023461061510414716 0.011445138629894517 0.0052453549307203235 -0.0087508217477493822 -0.095068335298355455 -0.0021878687258006673 -0.053414246471398891 0.074173401915337833 0.058858163519216959 -0.010360383854133765 0.0093533348231788944 0.0035601988687635057 -0.011671192003924809 -0.0074769371945934597 -0.0014908270996857734 0.011199230144892117 -0.0027896750386162436 0.028042669915693076 -0.0004594060702537131 0.00034386001092412844 0.07827186778909373 -0.019548705838483983 -0.0014171986391008475 -0.10254448702004607 0.07289494970667651 -0.10109804327292027 0.096342333109541101 -0.00017302592306071222 -0.036889744689703859 0.094587588573294287
leaf_weight=0.65221538297190651 0.65061260596849768 0.62194628843479893 0.12255355005618174 0.66153935992042534 0.10156475909752771 0.56582527925143011 0.088435469310169768 0.13131043701582712 0.071428698000090662 0.60996997835877653 0.56158321117982246 1.1351556273584718 0.73288763462915085 1.1060401378599634 1.5719623131771561 0.71783866455825662 0.51407241029664874 0.10722154603479284 1.6383334959766669 0.50270975847092814 0.080740528530441225 0.725603093220342 4.0205103206260731 0.079504856174278049 0.13379117564454646 0.034767697856253221 0.055195221218411916 31.080039391133415 0.093473122090819594 0.041319403210763994
leaf_count=41 39 64 25 38 16 327 38 17 19 98 5 31 44 16 79 51 9 51 77 10 11 29 186 74 17 20 25 2332 233 12
internal_value=-2.82637e-06 -0.00243099 -0.00447806 -0.0167127 -0.0402143 0.000261911 0.00474838 0.0316655 -0.00324996 0.00262449 0.00519585 0.0108107 -0.00255007 -0.0012243 0.00188502 -0.000180326 0.00536171 -0.000354673 0.00375555 0.0137538 0.049619 -0.00061459 -0.00418921 -8.58029e-05 0.013067 0.00086116 0.00656932 -0.000417658 -0.0358972 0.00341342
internal_weight=49.2102 4.83782 4.21588 0.885658 0.224118 44.3723 3.98138 0.291175 0.159864 3.69021 3.08024 1.78577 1.29447 3.33022 2.22418 40.3909 1.23191 39.159 2.32901 0.690672 0.187962 36.83 4.74611 32.0839 0.789579 0.655788 0.621021 31.2943 0.214297 0.134793
internal_count=4034 279 215 79 41 3755 291 74 57 217 119 70 49 136 120 3464 60 3404 149 72 62 3255 215 3040 389 372 352 2651 319 245
is_linear=0
shrinkage=0.1


Tree=364
num_leaves=31
num_cat=0
split_feature=10 17 16 13 10 8 15 16 19 6 0 9 15 16 19 8 5 2 6 10 7 8 10 5 16 18 5 12 7 15
split_gain=0.00329978 0.0191637 0.0109005 0.0198179 0.0187906 0.0145266 0.00714563 0.0220654 0.0480903 0.0479819 0.0216362 0.00608283 0.00541285 0.00512385 0.0203962 0.0837101 0.070326 0.0212571 0.0388455 0.0190124 0.117484 0.0102077 0.052024 0.105265 0.00796675 0.0167787 0.00537362 0.00614279 0.0122931 0.0137756
threshold=81.320481529800006 162.57770630285003 9.719977270450002 95.862351557400004 81.479100559500012 7.1444245619500011 20.520114807950005 14.504966081100003 12.250988447150002 12.350288562550002 97.878695155250014 72.978943918850021 20.123524217100002 15.404963976500001 12.651020723000002 8.2435668022500028 15.237417718750002 118.06771887965002 13.755321390900002 74.916574263050009 24.803880018200001 8.2435668022500028 80.468240302450013 18.038339912700003 16.414961614700005 15.625782642300001 16.351273197450002 93.660658182900008 23.576742473100005 30.243446395250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -4 12 7 9 -9 -1 -10 -11 -6 21 15 16 -15 -18 -19 26 -21 22 23 -8 25 -22 -16 28 29 -28
right_child=1 2 4 -5 5 -7 13 8 10 11 -12 -13 -14 14 19 -17 17 18 -20 20 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.01027002266783116 -0.10123108927974725 -0.10049398039039481 -0.0024781861197257517 0.10012834057019118 -0.10002331534188441 -0.100324987105727 -0.10228028983519891 0.086617220075841869 0.049421402924856944 0.0028138471700785237 -0.10056077686336094 -0.1005324392991695 0.078689648392002876 -0.10041530021859578 0.0092164422364048818 0.0021333766311787991 0.1006945598375483 -0.062486249263365282 0.095006355267349199 -0.10348910356456911 0.085237800608126663 0.0028742650007534056 0.00072630264741713885 -0.0085781745827649119 -0.0022989761582304772 -0.010174329330753233 0.010581286999674349 0.00027276447870135134 -0.015922024128453446 -0.0095522239401699162
leaf_weight=0.5856145724670182 0.02049915263380242 0.0062809504064106339 0.98838062944571425 0.022787241032347083 0.0021881121804510073 0.03397334093807558 0.15989160306077144 0.092411700134462649 0.015496194708362054 0.006469030618053039 0.025357855200553558 0.047617005184051209 0.0075170292327015886 0.023514207003293985 0.64016075483016166 1.5983974659757221 0.16198266301756803 0.025760865130905586 0.039945380607491643 0.12730135536891296 0.03334967460250482 1.6395068974813396 2.013846955686823 0.47922694560399659 0.55774273272413666 0.041201792073479737 0.66341459953343862 37.681692803604314 0.71583794732578088 0.69675019418355078
leaf_count=153 148 312 10 7 218 222 58 57 45 40 20 112 56 67 78 27 85 23 33 74 4 38 15 28 96 41 49 1793 66 59
internal_value=-1.56579e-06 -0.00546382 -0.00361377 0.0567786 -0.00531473 -0.0695016 0.000121334 0.00965851 0.0466758 0.00194689 -0.0436716 -0.0881716 0.0383972 -3.45216e-05 0.000294295 0.0105671 0.0642307 0.0812343 0.0332596 -0.000167362 -0.0158414 -0.00332899 -0.00716255 -0.0320201 0.00180488 0.0325071 0.000127356 -1.89924e-05 -0.0053147 0.00026781
internal_weight=49.1541 1.08163 1.06113 0.0290682 1.03206 0.0436785 48.0725 0.772966 0.133266 0.639701 0.040854 0.054086 0.00970514 47.2995 43.0071 1.8496 0.251203 0.227689 0.0657062 41.1575 0.759596 4.29247 2.65297 0.639119 0.632294 0.0745515 40.3979 39.7577 2.076 1.36016
internal_count=4034 973 825 319 506 496 3061 427 122 305 65 152 274 2634 2495 235 208 141 56 2260 215 139 101 86 141 45 2045 1967 174 108
is_linear=0
shrinkage=0.1


Tree=365
num_leaves=31
num_cat=0
split_feature=6 6 16 16 15 7 18 2 0 19 19 5 18 3 10 5 8 17 7 5 2 6 2 7 16 7 5 5 16 7
split_gain=0.00271521 0.00726639 0.0307768 0.0678787 0.0489747 0.0345652 0.0295339 0.0376138 0.0272019 0.0237532 0.0438813 0.104932 0.14613 0.0180134 0.106808 0.0751751 0.0611453 0.0149569 0.0677114 0.0224235 0.0791717 0.0202229 0.060256 0.0321203 0.0181282 0.122354 0.0165333 0.0129931 0.0121278 0.0240077
threshold=16.465384711100004 14.745344522600002 19.199955102150003 18.684956306450005 29.329759478700002 24.024273989350004 13.603286548350003 41.467794892200004 94.047642319350018 13.751109481500002 14.051133688400002 17.719454526200003 14.395252042950002 83.538459487450012 69.64719632740001 17.089764221050004 7.943800736700001 201.53484968420003 23.9417051038 20.444185446200006 68.946226135900005 16.235379337050002 193.08238555950001 24.940142267700004 22.494947397000004 23.032902590750002 19.666931905550005 21.454033346250004 22.624947093000003 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 6 7 -3 -6 -4 11 -11 -13 -1 -15 16 -16 19 -19 20 -12 22 -20 -24 25 -21 -22 -26 -29 -30
right_child=-2 2 9 -5 8 -7 -8 -9 -10 10 17 12 -14 14 15 -17 -18 18 21 24 26 -23 23 -25 27 -27 -28 28 29 -31
leaf_value=0.00041568847338055524 -0.0010683504421214519 -0.10308901674495648 -0.016209115940010305 0.071586485455464019 0.0015301540258227391 0.060990372210161549 -0.10180552046171597 0.072500468893989159 -0.10142274711835469 0.10079267369425443 -0.0039475244159991466 -0.065083757953046065 0.070767209914521623 -0.0014441616204428302 0.091567695555308318 -0.10086001312700464 -0.10053183387345216 -0.067129198030080606 -0.089074301558992111 -0.0047402593264409022 0.085311164588270316 0.0093158388297607912 0.069875253783289376 -0.02913133605570687 -0.0052443033234283341 0.096883369696724009 0.038045285839911874 -0.0003865339693555927 0.00012833998141619302 0.02301839365745563
leaf_weight=16.472123688820055 16.075308113814344 0.017412351444363483 0.73092009144238446 0.20104657912088442 0.044113716096035205 0.11744522753724596 0.030312182970208212 0.040752328545495153 0.061362480126547325 0.15159325860440631 0.57953112298855458 0.16614167456282303 0.15127360576298088 2.1470665260218946 0.044202647788711746 0.1943115828610793 0.02650506587815471 0.17430761002833495 0.088888137746835127 0.57365893389214662 0.13514076289720833 0.69061650508922412 0.061957037745742127 0.069554501271340996 3.3172842392232251 0.14931236335542053 0.16358980187214911 4.4713233879923209 1.1673904177792449 0.75424216089231766
leaf_count=1640 963 1 42 25 20 31 15 60 39 7 12 32 13 183 99 281 30 21 15 18 15 53 16 26 58 74 36 111 53 45
internal_value=-2.65509e-06 0.000516582 0.00223348 0.0262912 -0.00295258 0.0254301 -0.021773 0.0199355 -0.0583644 0.00132677 0.00232301 0.0323482 -0.000339976 -0.000766184 -0.00883718 -0.0687321 0.0195584 0.00118706 -0.0100266 0.002263 0.0176088 0.000899075 -0.0254746 0.0175121 0.000971196 0.0162477 0.0594276 -0.000166206 0.0024688 0.0091127
internal_weight=49.0687 32.9934 14.1092 0.512445 0.311398 0.205922 0.0884769 0.0581647 0.105476 13.5967 12.8658 0.469009 0.317415 18.8842 2.41209 0.265019 0.0707077 12.3968 1.08532 11.3115 0.878262 0.911016 0.2204 0.131512 10.4332 0.722971 0.298731 9.71024 6.39296 1.92163
internal_count=4034 3071 838 191 166 107 76 61 59 647 605 52 45 2233 593 410 129 553 131 422 63 110 57 42 359 92 51 267 209 98
is_linear=0
shrinkage=0.1


Tree=366
num_leaves=31
num_cat=0
split_feature=10 17 16 13 15 16 5 19 0 8 9 3 3 13 16 19 8 5 2 6 10 7 8 10 5 15 15 9 12 2
split_gain=0.00275453 0.0174595 0.00972864 0.0179323 0.00575034 0.0194318 0.0454686 0.0362264 0.0193028 0.011118 0.00802441 0.00472022 0.00750076 0.00447803 0.00431333 0.0167217 0.0763179 0.0631596 0.0200361 0.0339542 0.0159876 0.107204 0.00843243 0.0434969 0.0991972 0.00462502 0.028612 0.0782144 0.0272554 0.0581173
threshold=81.320481529800006 162.57770630285003 9.719977270450002 95.862351557400004 20.520114807950005 14.464966174600002 13.8160216159 12.250988447150002 97.878695155250014 8.0437227585500022 66.687144445250013 82.409307072650009 82.885164161750012 101.66942111915002 15.404963976500001 12.651020723000002 8.2435668022500028 15.237417718750002 118.06771887965002 13.755321390900002 74.916574263050009 24.803880018200001 8.2435668022500028 80.468240302450013 18.038339912700003 31.385732506450001 32.393814985100008 201.32298960505003 122.12526081760002 121.36426933400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 9 11 -7 13 -9 -13 -8 22 16 17 -16 -19 -20 25 -22 23 24 -6 28 27 -27 -17 -30
right_child=1 2 -4 -5 14 7 10 8 -10 -11 -12 12 -14 -15 15 20 -18 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0092984660919417424 -0.10111342984242251 -0.1004471079947908 -0.0048515278861928843 0.10011607144429968 -0.10206238844027921 0.092935046508442726 -0.10005218105054053 0.10012945048080756 -0.10050730978023995 0.025458866918018314 -0.10035023637195893 0.10011153536967565 -0.10008009938407421 0.10011003195482043 -0.10037583131936499 0.00024087794564958296 0.0018950517171564835 0.1005713537833874 -0.0582189433873481 0.093558019738273879 -0.10315272574647445 0.0015846361182627713 0.0025856910652873213 0.00061261181323369641 -0.007729576159572038 -0.080864050633153745 0.00010578177635088562 -0.0016047867158438004 0.053825746764579269 -0.0058062391206859156
leaf_weight=0.55445541992777769 0.018576517159219263 0.0056881088255357195 1.0295639921729316 0.020612587220966816 0.14502770698338752 0.073199385207814771 0.0016849214048439967 0.0076448025647550821 0.022971501120622406 0.036642734194174409 0.047870931635499936 0.0033652668353170156 0.0042167678930269403 0.0033200471661984921 0.021293755245593071 4.8970660719566288 1.5950444062182212 0.14631464551962381 0.024669579412602616 0.03661744275240153 0.11564353015701456 0.63072958128350365 1.6355543645263422 2.0123181633805558 0.48182030168959145 0.16358695306553173 34.044774231483757 0.52114622205135674 0.30558613563061943 0.35134353180072253
leaf_count=73 148 312 506 7 58 57 78 2 22 7 144 1 42 1 67 300 27 85 23 33 74 141 38 15 28 45 1201 78 137 284
internal_value=-7.63239e-07 -0.00500818 -0.00331734 0.0567398 0.000111596 0.00876752 0.000848821 0.0412538 -0.0426313 0.0704254 -0.087754 0.0446815 -0.0112256 0.0327255 -2.71409e-05 0.00027501 0.00964396 0.0636417 0.0804651 0.0324639 -0.000141477 -0.0146434 -0.00305618 -0.00655259 -0.0295544 0.000127216 -0.00030128 -0.0205403 0.00280663 0.021933
internal_weight=48.9583 1.07444 1.05586 0.0263007 47.8839 0.755372 0.607331 0.14804 0.0381983 0.109842 0.0528759 0.0152268 0.00758203 0.00500497 47.1285 42.8538 1.82394 0.228895 0.207602 0.061287 41.0299 0.746373 4.27472 2.63917 0.626848 40.2835 34.7295 0.684733 5.554 0.65693
internal_count=4034 973 825 319 3061 427 296 131 67 64 223 45 43 79 2634 2495 235 208 141 56 2260 215 139 101 86 2045 1324 123 721 421
is_linear=0
shrinkage=0.1


Tree=367
num_leaves=31
num_cat=0
split_feature=19 8 10 6 13 5 2 9 8 15 19 5 5 3 2 16 6 7 4 12 6 6 15 3 15 17 19 15 7 17
split_gain=0.00271926 0.0136771 0.0127828 0.0574154 0.0509466 0.0335418 0.0144123 0.012647 0.0320736 0.0197805 0.0127418 0.0114267 0.0260199 0.0112034 0.016694 0.0138754 0.00979206 0.00870194 0.00673655 0.00873067 0.00922027 0.0061037 0.0267019 0.0404063 0.00978306 0.00588119 0.00786411 0.00712686 0.00570846 0.009587
threshold=14.451165964200003 8.4434108459500017 62.057679025150001 16.505385645700006 117.57433941890001 23.314013922700003 180.77806029485001 182.80199813410005 7.943800736700001 40.974857724300008 13.851117550450002 20.444185446200006 21.336111252450003 93.846007959550022 197.87172150825003 22.564947233300003 15.945372561050002 22.996658327800002 375.65892766775005 150.73104262400003 16.665389384150004 16.585387514950003 43.216642080150002 93.72771580185001 36.124429763000009 182.50770257345002 12.951044929850001 27.063546193350003 19.078733418100004 187.06455006835003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -6 -5 8 9 10 18 -3 -13 14 15 -14 -4 -18 19 25 28 -9 23 -23 -25 26 -1 -28 -21 -30
right_child=1 11 16 6 5 -7 -8 21 -10 -11 -12 12 13 -15 -16 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.10005479860094679 0.096326538914380325 0.0098530514847178438 0.011284195218417954 0.012963587330318294 -0.022042755538768381 0.061015922222492962 -0.0086318450599642636 4.8223495984685508e-06 -0.091797531193545293 0.10028428182556898 -0.080477654347630739 -0.022104040362992572 -0.0010274916334362795 -0.011257283313621014 -0.0093712815506605523 0.019825741982985805 0.0042559529228797764 -0.012913467857288311 -0.10005882429994745 0.091417799912379361 -0.10010297414004279 -0.071779687727755642 -0.00021380663342230647 0.06572224190881891 -0.011909539171753282 -0.10024874595606453 0.061696397917739398 -0.100141296400656 -0.039425696464195373 0.06821445090421395
leaf_weight=0.0064456103680060597 0.13822747759301224 0.65361872105859253 0.57865411831880909 0.68056868726853259 0.10348520796105731 0.09170642675826457 0.56608967016654788 40.309820521939379 0.053365753585239872 0.017095759510993958 0.023632229320101672 0.67607646223041262 0.58460859095066575 0.6666301280439767 0.64357650106830977 0.70250889845192432 0.57278008487219245 0.60910426024527453 0.0060983060219355059 0.017478374444497291 0.0047849684801803951 0.13507679442045517 0.90491820592433214 0.030228572218334193 0.03506057625622816 0.0091905585377247689 0.013703223712539625 0.0033952661734701897 0.014750845348203256 0.018845675621651736
leaf_count=256 17 34 18 32 24 24 20 1950 20 2 84 30 26 119 35 22 36 29 361 24 78 27 19 40 19 94 103 28 223 240
internal_value=-2.15263e-06 0.00178256 0.00648604 0.0130156 0.0498754 0.0169805 0.00315741 -0.000313917 -0.0261378 -0.000262978 -0.0147902 -0.00221857 -0.00462899 -8.02753e-05 0.00377892 0.0103542 0.000625787 -0.0045926 0.00160326 0.00860106 0.0326322 -0.000196202 -0.00752758 -0.040559 0.0240336 -0.0324067 -0.00592425 0.0295601 0.0450675 0.0209541
internal_weight=48.8715 7.26764 3.34062 1.58008 0.333419 0.195192 1.24666 41.6039 0.188787 0.135421 0.118325 3.92702 3.2734 2.59732 1.93069 1.28712 1.76054 1.18188 0.0946928 0.0885945 0.0558599 41.4151 1.10528 0.200366 0.0652891 0.0327347 0.0235441 0.0170985 0.0510749 0.0335965
internal_count=4034 466 200 117 65 48 52 3568 1513 1493 1491 266 232 202 83 48 83 65 1407 1046 565 2055 105 86 59 481 387 131 487 463
is_linear=0
shrinkage=0.1


Tree=368
num_leaves=31
num_cat=0
split_feature=19 5 12 12 7 12 17 18 10 7 0 9 15 17 6 7 17 15 17 9 5 5 6 12 15 7 16 9 9 8
split_gain=0.00254093 0.00505511 0.00263237 0.0686598 0.0505779 0.0169393 0.0411267 0.0565136 0.0353042 0.0117221 0.064692 0.0566516 0.0691515 0.0392425 0.0183698 0.0139756 0.0249365 0.106717 0.0629578 0.00692929 0.0168266 0.0203072 0.0693049 0.0640158 0.0116139 0.0400548 0.0450154 0.0411125 0.0160305 0.0154842
threshold=14.651182102100002 22.53967987815 147.88310320375004 152.73554204000004 22.721067571950005 144.57070813310003 204.75389752000004 14.738651916450001 69.999384342500022 24.175586727800006 96.531777631850005 200.52256857420005 29.198705243000003 188.19076296340003 16.305380972600002 24.024273989350004 198.24432709335002 33.005488016050009 201.71342726775001 199.68228938305 17.505247228350004 17.679107616400003 15.255356438950001 125.41921396985002 33.762789462050002 22.996658327800002 22.239947993350004 190.73543849905005 187.94830913940004 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=2 -2 5 4 -4 9 7 8 -7 15 11 12 -11 -13 -15 16 19 18 -18 20 -1 -22 23 -23 25 26 27 28 29 -24
right_child=1 -3 3 -5 -6 6 -8 -9 -10 10 -12 13 -14 14 -16 -17 17 -19 -20 -21 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016158885171899989 0.010914498081732655 -0.0017526613076521359 0.017693970314209436 -0.00035107457750418596 -0.093375301061859206 0.04583093097927099 0.0010067248455434853 0.093839044338603475 -0.10172397085886886 0.080424865787704164 -0.00064045549810466782 0.014052002870514816 -0.059278425009605555 -0.095726284381912025 -0.017728723586806171 0.015776735858819693 0.035263754034445198 0.10043120077226003 -0.0745171990382857 0.0044148992944060923 0.017673015621604022 -0.10154208770413715 -0.043950512677062827 0.071103490015918522 -0.0014355277773704361 0.10025913355727079 0.069169431118085253 -0.078917158987678274 0.00014244386206412499 0.10023370283384499
leaf_weight=0.67707580478974083 0.61542545948759542 0.6454701682250743 0.058657966247099291 25.640774700642762 0.13618691900873614 0.036169710783155007 0.50636913728666855 0.12809124011192807 0.029391338100822395 0.07127221507835102 8.9587443331047059 0.049799661821452901 0.070458033704198897 0.19686252633982804 0.035666120646055788 0.7220340146516272 0.11274500653803521 0.12728712940588593 0.097340894323451721 3.2367314686890722 0.61673433537362132 0.11747494414049686 0.0098264343585884317 0.026282103601285911 5.1345593090809416 0.04788803169503808 0.097419542231364176 0.065414594486355782 0.53039259044453502 0.030775215171161108
leaf_count=71 29 48 25 2246 49 31 8 24 12 13 425 14 29 124 7 50 20 13 26 98 10 93 277 21 214 9 18 10 7 13
internal_value=-7.35971e-07 0.00443 -0.000118181 -0.000800462 -0.0599379 0.000692903 0.0159961 0.0551909 -0.0203187 0.000183575 -0.002447 -0.0406124 0.0109745 -0.0665093 -0.0837627 0.00230222 0.00141193 0.0281761 -0.015602 0.00055933 -0.00113767 0.000385602 -0.00137375 -0.0699785 0.000293245 0.0116484 0.00586582 -0.0038245 0.00477831 0.0653382
internal_weight=48.8293 1.2609 47.5684 25.8356 0.194845 21.7328 0.700021 0.193652 0.065561 21.0328 9.3828 0.424059 0.14173 0.282328 0.232529 11.65 10.9279 0.337373 0.210086 10.5906 7.35384 6.67677 6.06003 0.143757 5.91628 0.781716 0.733828 0.636409 0.570994 0.0406016
internal_count=4034 77 3957 2320 74 1637 75 67 43 1562 612 187 42 145 131 950 900 59 46 841 743 672 662 114 548 334 325 307 297 290
is_linear=0
shrinkage=0.1


Tree=369
num_leaves=31
num_cat=0
split_feature=18 7 16 17 7 15 19 17 9 3 2 15 2 18 5 5 17 6 16 9 18 0 2 6 10 3 18 4 6 15
split_gain=0.00231237 0.0121836 0.0598273 0.026529 0.0620884 0.0349909 0.015157 0.0110935 0.0157176 0.120566 0.0239162 0.0318809 0.0169149 0.0126647 0.02718 0.00885986 0.0231573 0.00883088 0.0328889 0.116867 0.0122045 0.00837407 0.0115584 0.0562062 0.00900429 0.00672198 0.0156591 0.00613469 0.00911697 0.00606811
threshold=13.327513832500001 23.109894804950002 22.554947256700004 199.20888372035003 22.996658327800002 38.483556206400003 14.451165964200003 188.41589330430003 192.98754432855 93.281431752200021 108.63443756215001 36.548474543700003 184.38272419390003 13.077716774800001 24.279163357700003 21.955793948900006 189.50863627480001 16.525386113000007 22.544947280100004 206.57490536735003 13.3584252364 85.963448721100022 72.043920985000014 16.575387281250006 60.613977009100005 93.794927255050013 12.971888692100002 143.78867033265001 16.565387047600002 45.169600924000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 13 9 -9 11 -11 15 21 -15 -10 -17 20 -19 -20 -3 22 23 -1 -25 -24 -27 -23 -29 -22
right_child=1 17 -4 -5 -6 -7 -8 8 12 10 -12 -13 -14 14 -16 16 -18 18 19 -21 29 27 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.10132676205863483 -0.0030181299413504963 0.014617985140224081 -0.07589630189465485 -0.059084819946832137 0.095592463596190169 -0.083572396550068623 0.056255412233026686 0.098004310822964083 0.0022797516215782715 0.079385806445416651 -0.0079784593170121407 -0.01199496178609101 0.012003644883594063 -0.023107070303719137 0.0018103609527797531 0.0055698892841734154 -0.022412769027356966 0.0044051952821382604 -0.078438265855707234 0.0036177691201282817 0.0002064083744394155 -0.0035084645394432993 -0.009928291069270118 -0.010782004211146815 0.05564347420731517 -0.0019330039390266073 0.015723923207302922 0.01788211280393091 0.0028861290419333286 -0.0092699657382552536
leaf_weight=0.06206989183556455 0.53739965090736275 0.58153112346372182 0.1257497828908285 0.072640485258152143 0.067487918024340843 0.052386246738024056 0.046906732430215925 0.15168811593321052 2.1003594784997408 0.080546779267024249 0.63171075970773671 0.072582402848638594 1.2617834656797979 0.75329089821525475 1.0451346414162683 0.58649773253750914 0.59654589437195682 1.1158895751359512 0.25279637347466621 0.55381512344661132 30.594040363569949 0.53624561213655431 0.67399072449916264 0.038104205400486535 0.043938874837067488 3.0967548031437997 0.59950263153712047 0.66627429224834589 1.0354963087011126 0.69098480244747307
leaf_count=12 228 8 32 34 12 7 12 29 20 32 47 16 28 53 73 12 34 33 30 32 2433 9 26 31 18 542 43 45 9 94
internal_value=-1.30842e-06 -0.000439447 -0.0119058 -0.00154713 0.00438823 -0.0052792 0.00174021 0.00108187 0.00459353 0.01639 0.000616137 0.0360718 0.0021629 -0.00116937 -0.00862659 -0.00161881 -0.00854027 -0.00013316 -0.00671501 -0.022099 0.000263922 0.000816782 -0.00166277 -0.0295273 0.0247927 -0.000743912 0.000930805 0.00581835 0.00875733 -2.89401e-06
internal_weight=48.7241 34.6916 0.902571 0.776821 0.704181 0.636693 0.584306 14.0325 5.48171 0.936528 0.78484 0.153129 4.54519 8.5508 1.79843 3.2834 1.18304 33.7891 1.9225 0.806611 31.8666 6.75238 4.51436 0.144113 0.0820431 4.37025 3.69626 2.23802 1.70177 31.285
internal_count=4034 2955 325 293 259 247 240 1079 218 124 95 48 94 861 126 66 46 2630 95 62 2535 735 672 61 49 611 585 63 54 2527
is_linear=0
shrinkage=0.1


Tree=370
num_leaves=31
num_cat=0
split_feature=19 15 6 16 10 12 2 19 14 16 18 6 7 6 6 6 18 2 5 14 14 15 5 2 4 3 0 10 15 18
split_gain=0.00286833 0.00510928 0.00287812 0.00980425 0.0639661 0.0732156 0.0122809 0.0456517 0.029004 0.0471899 0.0462877 0.0315714 0.0160936 0.0373103 0.0245098 0.0264639 0.0162715 0.0125704 0.0117104 0.0627835 0.0104778 0.00864295 0.00790102 0.00772189 0.0235408 0.0185758 0.0165142 0.0114964 0.00774383 0.0120603
threshold=14.651182102100002 36.742238227650013 16.455384477450004 22.644947046300004 62.052302108850007 182.87454670205003 210.62522394830003 14.451165964200003 291.12807669365003 19.254954973500002 15.681876268450003 13.65531905435 24.786990758350004 15.425360411050002 14.060328517350003 13.65531905435 17.399600107550004 346.74082678410008 25.568932055400001 297.99467037105006 309.09250720980003 42.493282152450007 22.649179082500002 216.11743889730002 286.25887787650009 93.663192806700025 86.162394622750014 62.030794443850006 42.246988155050012 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 3 6 5 -5 8 12 21 10 -10 20 18 14 15 16 -14 -16 19 -8 -12 22 -1 24 28 -26 -25 -28 -4 -30
right_child=1 -3 23 4 -6 -7 7 -9 9 -11 11 -13 13 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=0.00019368784224628124 -0.0027466075101634951 0.010156856271088182 -0.0019764823202156972 -0.0070684268094524235 -0.0013721462107843434 0.099041740020927194 -0.0050802574268446841 -0.076805646432175217 -0.10211269742041001 0.070482016732877628 -0.088486525774922095 0.09477572055972644 -0.10043095330107812 0.083299103272297836 -0.10081771264386252 0.074486135024999123 0.027252374088454212 0.021875506192272826 0.0018931416544358294 -0.098739198715121629 0.062342628555067392 -0.011837898458508338 0.011784972729571073 -0.0045226051697248963 -0.027767803315596175 -0.0024331492497699364 0.02141509201143927 0.0017702997422001099 -0.00044935818087404568 0.015371891377935329
leaf_weight=26.702559726298819 0.53086681422428117 0.72724455243496777 10.67185690177835 0.11500155794783395 1.2031384007834729 0.14963721262267882 0.48339674621820294 0.093098997850567744 0.039817806584605875 0.14789307320825174 0.018629025667257437 0.036923870786267798 0.020141340480121062 0.06603688167524524 0.032866573844728464 0.045341564081809338 0.019784464262767365 0.011194579340553901 0.51372214212872436 0.084011530180740035 0.0061184495247768025 0.58476772902105167 0.60130012707915526 1.1325885205799537 0.60870901675661915 0.55173831606045098 0.64336921335052444 0.55477162040915573 1.5449070657940631 0.70017812917649269
leaf_count=1811 18 59 628 16 63 32 2 41 44 11 86 8 161 21 75 17 283 7 32 136 63 43 66 144 19 25 11 33 54 25
internal_value=-4.74534e-07 0.00471217 -0.000125603 0.000441631 0.00841856 0.0529305 4.48395e-05 -0.0092021 0.000494927 0.0344468 -0.0180649 0.0362001 -0.00427155 0.0221423 -0.00908514 0.0222087 -0.0371599 -0.0696452 -0.00904466 -0.0189476 -0.0511962 0.000191327 0.000448957 -0.00119643 -0.00207914 -0.0157224 0.00413505 0.012319 -0.000853444 0.00448484
internal_weight=48.6416 1.25811 47.3835 30.9754 1.46778 0.264639 29.5076 1.36959 28.138 0.249382 0.101489 0.0616713 1.2765 0.195365 0.129329 0.0852674 0.0399258 0.0440612 1.08113 0.567408 0.0247475 27.8886 27.3039 16.4081 14.0774 1.16045 2.33073 1.19814 12.9169 2.24509
internal_count=4034 77 3957 3018 111 48 2907 775 2132 212 201 157 734 564 543 461 444 82 170 138 149 1920 1877 939 751 44 188 44 707 79
is_linear=0
shrinkage=0.1


Tree=371
num_leaves=31
num_cat=0
split_feature=16 8 0 18 12 3 6 6 18 18 7 4 8 5 0 15 18 7 0 6 16 18 6 9 16 3 5 2 6 9
split_gain=0.00257606 0.0696289 0.00393113 0.0464219 0.0345569 0.0175205 0.0342873 0.0116732 0.0040244 0.014319 0.0141279 0.0383701 0.0489913 0.0428178 0.0488848 0.0275514 0.0101243 0.00718845 0.00761187 0.00578182 0.0168094 0.00935015 0.008719 0.00822689 0.00716911 0.0107035 0.0248295 0.0529576 0.010055 0.0161733
threshold=22.764946765650006 8.6432548896500023 85.683849075550015 13.077716774800001 90.84682862195001 94.031511570550009 16.525386113000007 16.475384944750001 13.043896815850003 12.971888692100002 22.747724408400003 180.08554717660002 8.543332867800002 22.53967987815 90.297243227400017 41.29990759910001 13.091807150500001 22.356277907050004 91.394134144600017 16.515385879350003 22.594947163200004 13.303774303900001 16.495385412050002 196.26893085885004 22.624947093000003 93.216908757050007 24.367802910700004 108.63443756215001 15.155354102400002 205.22231928645002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 7 -7 9 -4 11 12 16 14 -13 -15 -10 18 -16 22 -21 -22 24 -24 25 -12 27 -27 -26 -30
right_child=1 -3 8 -5 5 6 -8 -9 10 -11 19 13 -14 15 17 -17 -18 -19 -20 20 21 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=-0.10103719362370443 0.069758928856583691 -0.0083751861922582126 0.00017195453139645482 -0.095058861696328045 0.054620692171100826 -0.0010103457105982393 0.0014785589940799469 -0.10092776295424473 0.026345645042978823 0.0162630484227318 3.173618240326208e-05 -0.088257132352318718 -0.045436074376891733 0.076678764670308652 0.088872244488722482 -0.034238908728862143 0.091723735963056566 0.082116077586782993 -0.10017866343861193 0.0016781546545791308 -0.0026267619684761496 -0.015207481241120927 0.015723321663823411 0.0017763480415317714 -0.0056261758258045035 0.0073299892084939039 0.0042013700127099705 -0.033366434676263483 0.0097944986884619094 -0.0016788503629228844
leaf_weight=0.034304091409009696 0.1391922680195411 0.63150586509709683 2.808319098964311 0.055191651426967137 0.057461278236587421 0.015771344683017996 1.4307060647047576 0.045210179021978547 0.039699834305797821 0.68862425068886057 26.288496325216858 0.16337173648556513 0.067143168897018768 0.041451566037633114 0.003535542564577554 0.048710986564401537 0.058723072229213358 0.021193578773761601 0.0053564352355177647 3.2626271823579591 1.1006078145001086 1.2752504655036316 0.70128187237423745 1.0655779641947445 1.0636172057129432 0.55268524447455936 1.0915047340372437 0.75869274646538543 2.9823153267934686 2.089391930756392
leaf_count=37 30 90 76 184 15 113 369 35 11 33 2379 46 17 30 6 14 40 29 113 78 10 33 23 23 26 8 19 34 81 32
internal_value=8.62186e-07 0.00573626 -9.15793e-05 -0.0049049 -0.00176256 0.000435763 -0.00165149 -0.0750866 7.92225e-05 0.00334064 -0.000187991 -0.0178292 0.0204238 -0.0401599 -0.0666854 0.0167547 0.0653528 0.0504543 -0.0250101 -3.56248e-07 -0.00298115 -0.00937951 0.000458937 0.00731202 0.00011126 -0.000552207 -0.00694078 -0.0162148 0.00321391 0.00506782
internal_weight=48.5875 0.770698 47.8168 1.63864 1.58345 1.54915 1.49169 0.0609815 46.1782 3.49694 42.6812 0.449186 0.165566 0.28362 0.193457 0.0901626 0.0984229 0.0300856 0.00889198 42.232 5.63849 2.37586 36.5936 1.76686 34.8267 28.6914 2.40288 1.31138 6.13532 5.07171
internal_count=4034 120 3914 753 569 532 517 148 3161 109 3052 306 68 238 194 44 51 148 119 2746 121 43 2625 46 2579 2440 61 42 139 113
is_linear=0
shrinkage=0.1


Tree=372
num_leaves=31
num_cat=0
split_feature=6 15 3 2 2 6 5 16 15 0 0 6 6 16 16 15 7 0 18 18 19 19 5 15 3 10 5 8 17 7
split_gain=0.00261208 0.00698024 0.0140032 0.0140001 0.0782295 0.00775357 0.0216606 0.0219223 0.043403 0.0366885 0.0147796 0.00636273 0.00616816 0.0242038 0.0541728 0.039718 0.0289868 0.025399 0.0251712 0.0329334 0.0193011 0.0448202 0.0865528 0.124098 0.0129182 0.096556 0.0628681 0.0510176 0.0109927 0.0594318
threshold=16.465384711100004 41.492094664050008 93.499196860750018 192.44078413960003 216.11743889730002 16.565387047600002 20.204934414350003 22.514947350300002 33.928396949100005 86.256490657300006 85.791387400750025 17.475408310100004 14.745344522600002 19.199955102150003 18.684956306450005 29.329759478700002 24.024273989350004 94.047642319350018 13.603286548350003 12.909082926650003 13.751109481500002 14.051133688400002 17.719454526200003 35.517387705950007 83.538459487450012 69.64719632740001 17.089764221050004 7.943800736700001 201.53484968420003 23.9417051038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 -3 5 -5 -2 -7 8 9 10 11 -8 24 14 15 16 18 -17 19 -14 -15 22 -22 -24 -1 -26 27 -27 -23 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 -11 -12 -13 13 20 -16 17 -18 -19 -20 -21 21 28 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00033107375131534764 -0.0035786572204269786 0.013238630326894206 -0.00038036681283435769 -0.10038187791514804 -0.0021796145362452455 0.049917252147496004 0.020439278002880628 -0.0011415087178255955 0.080822025894428343 -0.10097005857561465 0.10010530125792201 -0.10021854078689812 -0.070197441907172378 -0.014679913085718938 0.066829949950982001 0.0020167837493030314 0.05733399270310055 -0.10116076173635472 -0.10157765584995036 0.092777483381472736 0.10070202419200568 0.0020519532120391966 -0.056435863588373505 0.07591837614772623 -0.00098031622596621206 0.089557270215934626 -0.10072826186680323 -0.10043410296968991 -0.064130777106792866 0.0015453282661867694
leaf_weight=16.369677451682257 6.5880510107426158 0.89378822332946484 4.8614589030608926 0.095586211480053751 0.53600350063133018 0.093619538459848051 0.012685728535516083 2.6980303178984286 0.094593615052872337 0.032487760239746422 0.020930296159349382 0.0066676831138110506 0.022703709876366385 0.71250009965478867 0.18344028138380963 0.043163596870726906 0.10859862068900838 0.053345412991063768 0.026605635454587606 0.027319008028029224 0.13393071480095287 11.195608259348566 0.15697242195892613 0.12910901301074773 2.1462400639604948 0.037671895819946566 0.16832049597913823 0.022620065021328628 0.1630853141650721 0.88818519944152285
leaf_count=1640 102 38 163 37 104 23 198 90 14 15 8 171 35 42 25 20 31 39 15 26 7 422 35 10 183 99 281 30 21 110
internal_value=4.7231e-07 -0.00104882 0.00173466 -0.00262266 -0.0170418 -0.00166876 0.00258351 0.001037 0.036156 -0.0219041 0.0418605 -0.02113 0.000513504 0.00211431 0.0245382 -0.00299823 0.0241039 -0.0550147 -0.0229901 0.0188084 0.00133468 0.00223548 0.0343561 0.00329582 -0.00066884 -0.00756117 -0.069343 0.0182772 0.00113389 -0.00864311
internal_weight=48.523 15.9339 5.75525 10.1787 0.63159 9.54707 2.95901 2.8654 0.167365 0.0727715 0.0402837 0.0193534 32.5891 13.8446 0.465176 0.281736 0.185227 0.096509 0.0766284 0.0500227 13.3794 12.6669 0.420012 0.286081 18.7445 2.37485 0.228612 0.060292 12.2469 1.05127
internal_count=4034 963 201 762 141 621 519 496 406 392 377 369 3071 838 191 166 107 59 76 61 647 605 52 45 2233 593 410 129 553 131
is_linear=0
shrinkage=0.1


Tree=373
num_leaves=31
num_cat=0
split_feature=19 17 15 16 6 14 6 5 6 15 5 5 3 2 10 10 10 9 16 18 7 17 18 18 7 18 6 7 13 7
split_gain=0.00274476 0.0119948 0.0259636 0.0100347 0.0374129 0.0286704 0.0109232 0.0252582 0.121447 0.0360703 0.03191 0.0118992 0.00984151 0.00970554 0.0260989 0.05656 0.0564327 0.00841687 0.00670409 0.0148935 0.0785825 0.0204635 0.0350236 0.0535743 0.0100644 0.0464865 0.0272024 0.0104933 0.00967612 0.0300932
threshold=14.451165964200003 160.21442126885003 35.098844929350008 22.564947233300003 16.485385178400005 267.5497843826501 16.535386346650004 21.454033346250004 16.425383776450001 45.560261772200008 24.393336510100003 20.911722254300006 92.216802332500023 112.15964652650003 61.998532946250002 61.87486387225001 61.622148808000013 194.45262321395003 22.534947303500005 13.712081531300003 23.667467222350002 189.95176274255002 13.545319032100002 13.565177112500001 23.433599577300004 13.843998451900001 16.265380038000004 23.699538637550003 113.97180552410002 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 5 -2 7 11 -9 -10 -11 12 -5 17 15 16 -15 -8 19 20 21 28 -23 -24 25 -21 -27 -26 29 -3
right_child=3 18 -4 6 -6 -7 13 8 9 10 -12 -13 -14 14 -16 -17 -18 -19 -20 24 -22 22 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.10071535108020808 -0.064382717523636987 -0.050329793561994379 0.10027352244949005 0.015770003994879316 0.0051956025273271079 0.0010356552696922413 0.011754731637862724 -0.00077351826900179269 0.080003788066127624 0.069858404917523001 -0.035154443719089656 -0.0074684491542323268 -0.0023506947320270674 -0.066986802125237097 4.4970505730828957e-05 -0.10237263945868087 0.076800582125701428 -0.0031947127643869727 -0.0016617680039744823 0.080141617493873732 0.10090897708446572 0.079049217782277345 0.10001425044611537 -0.1029674515609562 0.011712448876703401 -0.090429181184651861 -0.00084785748959797971 -0.00016007598027458912 0.0044939412217901006 0.03052082391612769
leaf_weight=0.029387715752242083 0.16900276129308522 0.11930646147728952 0.0082262912765145302 0.60944693174678899 0.65778028259956045 0.11099138690133259 0.58292954054195467 1.1235304452054178 0.30736535080359306 0.054963553309789859 0.061106335951720325 1.1222000314155591 0.58974586384647409 0.054282531309354343 0.50960630832742027 0.088148121489211917 0.054902569390833378 1.0641245005826929 18.701873692286142 0.034251368548113059 0.089063373103272059 0.090654220854048506 0.021546371863223612 0.032793328484601147 0.77391400100902785 0.075320725840787972 0.061637868278239694 19.544004893017206 1.6096142071986319 0.074961619909146293
leaf_count=277 31 275 1 18 48 22 21 76 32 17 25 25 44 43 9 10 10 35 418 30 7 21 50 6 52 182 16 1915 297 21
internal_value=-1.49598e-07 -0.000313746 -0.0567585 0.00180723 -0.00783594 -0.0384505 0.00326055 0.00652897 0.0164275 0.0620683 0.0145732 -6.73845e-05 0.0068585 -0.0021105 -0.0119115 -0.0427886 0.00531516 0.00209623 -0.00026225 0.000899624 0.00905251 0.00485468 0.0409979 -0.0224827 8.87012e-05 -0.0240552 -0.0501133 0.000292151 0.00194954 -0.0191322
internal_weight=48.4267 41.2666 0.037614 7.16013 0.937774 0.279994 6.22235 3.86836 1.54697 0.423435 0.11607 2.32139 1.19919 2.35399 0.70694 0.197333 0.109185 1.64705 41.2289 22.5271 2.03794 1.94888 0.144994 0.0543397 20.4891 0.17121 0.136959 20.3179 1.80388 0.194268
internal_count=4034 3568 278 466 101 53 365 237 150 74 42 87 62 128 72 63 53 56 3290 2872 677 670 77 56 2195 228 198 1967 593 296
is_linear=0
shrinkage=0.1


Tree=374
num_leaves=31
num_cat=0
split_feature=9 9 15 16 12 6 4 7 13 10 7 17 16 15 19 4 16 10 10 13 5 0 2 0 8 3 5 19 16 6
split_gain=0.00324827 0.018106 0.00658864 0.0104103 0.00476236 0.00683223 0.00763164 0.00633285 0.00625285 0.00550207 0.00495455 0.0055458 0.00468058 0.00392583 0.00741203 0.00546084 0.00365419 0.016093 0.0341178 0.0102959 0.0212235 0.0138202 0.00323653 0.00302973 0.00975588 0.0657666 0.020247 0.00456386 0.0096205 0.0310665
threshold=179.18874144770004 177.77223095870002 43.030193406950012 22.644947046300004 132.14048730010003 16.665389384150004 375.65892766775005 17.543892076850003 116.35915634395 57.041016153700006 19.506002767000002 172.24349499320002 19.124955277500003 27.201366220250005 13.151061067750001 249.29025409490001 22.764946765650006 61.853356207250009 61.622148808000013 118.72231104060002 30.284449345300001 77.693751511800016 32.468269602050007 85.732241321850012 8.2435668022500028 94.276161260400016 21.043187000650004 14.451165964200003 22.564947233300003 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 8 -1 9 -6 -11 -12 13 14 15 -13 23 18 19 -18 21 -21 -9 24 -2 26 -26 -25 29 -29
right_child=16 -3 -4 -5 5 -7 -8 22 -10 10 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.099513799494534871 0.0030054466992232368 -0.10047520686044992 -0.10103025583267794 0.096507307890365088 -0.10021691615178269 -0.080017474974512573 -0.10005176172930857 -0.0075151595347253105 0.094400974679689248 0.099678681307231953 -0.10005229891514487 0.076481110836207331 -0.10021098900829251 0.093299449425970071 -0.10010667860134581 -0.10005563874202961 0.038254929822905591 -0.0020395608939334743 0.10027972887886275 0.0019645848653244229 0.044211271464890817 -0.10025938685818603 -0.087081832621544009 -0.000274956458338529 -0.01116233927336182 7.1591168045316526e-05 -0.089990689703934423 -0.035018825541821119 0.0045096329066517064 0.0052130035863403555
leaf_weight=0.0028227414909228745 1.0726020446459181 0.021140934587496218 0.0060464888811111442 0.011409481012378819 0.0039003066630698404 0.0076488362271529544 0.0048513304760922074 0.0078432526788674295 0.012080610256020918 0.0071448663691953121 0.0041637916586392256 0.010947914785532475 0.0027650872470985624 0.00831079878548735 0.0045428041218258377 0.0020861043707798297 0.061803418910129859 0.54091468919068575 0.052625945885665715 0.023819874739274383 0.036348436668049544 0.029735293565408938 0.014682595265472997 39.547668329236032 0.04471824748907216 0.90734271331143646 0.12007304285106812 0.27189686217388853 4.8625138869329021 0.6526329566622735
leaf_count=11 34 17 1 6 13 180 349 5 22 15 105 90 8 13 13 301 13 6 9 9 14 62 346 1931 8 55 115 49 188 46
internal_value=1.22309e-06 -0.0156413 0.000480219 0.00631462 -0.00465713 0.00905625 0.0202632 -0.0416839 0.0306969 0.0131512 0.0242162 0.00778636 0.0234574 0.0366666 0.009889 0.0482263 4.41654e-05 0.00699222 0.0309014 0.00683455 -0.0147651 -0.054793 -0.0593776 -6.48928e-05 -0.00373753 -0.0104834 -0.0685996 0.000108856 0.00273176 -0.00661886
internal_weight=48.3571 0.132388 0.111247 0.105201 0.093791 0.0684425 0.0607936 0.0253486 0.0559423 0.0438617 0.0399614 0.0328165 0.0286527 0.0258876 0.0175768 0.013034 48.2247 0.745248 0.204333 0.151707 0.0899036 0.0535552 0.0225258 47.4794 2.14474 1.07213 0.164791 45.3347 5.78704 0.92453
internal_count=4034 1495 1478 1477 1471 1109 929 362 580 558 545 530 425 417 404 391 2539 113 107 98 85 71 351 2426 212 178 123 2214 283 95
is_linear=0
shrinkage=0.1


Tree=375
num_leaves=31
num_cat=0
split_feature=6 15 4 10 2 3 2 7 8 8 15 16 19 9 18 7 9 18 7 15 10 6 7 5 15 18 3 6 10 10
split_gain=0.0022965 0.0054565 0.0112168 0.0503189 0.0189584 0.0112152 0.00801548 0.0159933 0.0131335 0.00555106 0.0668305 0.0354702 0.0156836 0.0141853 0.0056431 0.00658605 0.0145861 0.00543327 0.0383887 0.0687372 0.0460069 0.0245907 0.0243881 0.0421858 0.0167021 0.0129222 0.0124131 0.00822787 0.0481055 0.0193753
threshold=16.465384711100004 41.492094664050008 273.85977434290004 61.950140699950005 199.66651340635002 93.431985407450014 188.47750099235003 22.516377366000004 8.4434108459500017 8.2435668022500028 37.491361913600009 22.644947046300004 13.851117550450002 193.67618212375001 13.162733570450003 23.314707969200004 199.17419511990002 13.4793103924 23.356162058950002 31.504255087500002 66.45599652655001 16.265380038000004 23.445318439400001 20.204934414350003 23.378903124350003 13.405476405600002 93.090551224900011 16.375382608200002 62.111448187750007 61.977025281250008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 9 -4 -5 -3 7 -7 -8 10 11 12 -2 -11 -15 16 -16 25 19 20 -19 24 23 -20 -22 27 -24 28 29 -1
right_child=1 5 3 4 -6 6 8 -9 -10 13 -12 -13 -14 14 15 -17 -18 18 22 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020660735736730898 0.012689842363763779 0.012687992273389018 -0.0013719775501973884 -0.024009059460518723 -0.10185782830527182 -0.0012975679351185617 0.00013225123630676222 0.01744909386793032 -0.0157766560753675 -0.015292893377046264 0.077773089235910045 0.0017287865828998685 -0.10319889496989892 0.0040285863435292257 -0.019640050231631213 -0.00085582781947418293 0.0025569493002665987 0.08417219276311276 -0.016326635744776115 -0.10211607633164728 0.0607026152769976 0.1001409170121219 0.00023784393755519706 0.10042049649201752 -0.10073705552850498 0.016109977175097798 -0.014403510900425385 0.0034741166520946723 -2.1801475925084515e-05 -0.10160110625832811
leaf_weight=0.053370562957573031 0.015402162978095713 0.77262466913089056 0.53594091940049526 0.05219628571649082 0.078072894012493954 1.5314157960910963 2.0828993608998592 0.647492473927059 0.69109018785036358 0.775802213815039 0.11378591530956317 1.0258671983610836 0.048294212405551207 1.6739638889694104 0.62948152765352439 4.6314415977092267 0.55887133905719111 0.04901689368701756 0.059562696667152859 0.10120342372930224 0.0075824643505972835 0.0094898839015513659 23.401046032680128 0.064432182349264622 0.041387622699502913 0.66214679402514054 0.59374623328970599 5.5617101636815676 1.7798271135284123 0.066331102754020321
leaf_count=36 305 29 83 7 46 40 49 32 51 54 9 12 57 94 17 41 37 18 13 27 142 3 2242 54 87 41 41 148 199 20
internal_value=3.02065e-07 -0.000985722 -0.00237936 -0.0149214 -0.0706654 0.00148222 -0.000265821 0.00427326 -0.00383117 -0.0014973 0.00484857 -0.00276712 -0.0751763 -0.00242072 -0.00108811 -0.00255984 -0.00920101 0.000482352 -0.000265366 -0.0429715 0.0127208 -0.047189 0.000104135 0.0443394 -0.0757399 0.00272158 -0.000124453 0.00153342 -0.00414881 -0.0655128
internal_weight=48.3155 15.8646 10.1391 0.66621 0.130269 5.72552 4.9529 2.17891 2.77399 9.47291 1.20335 1.08956 0.0636964 8.26956 7.49376 5.81979 1.18835 32.4509 24.3275 0.20868 0.107477 0.05846 24.1188 0.123995 0.0489701 8.12339 23.9948 7.46124 1.89953 0.119702
internal_count=4034 963 762 136 53 201 172 72 100 626 383 374 362 243 189 95 54 3071 2627 277 250 232 2350 67 229 444 2283 403 255 56
is_linear=0
shrinkage=0.1


Tree=376
num_leaves=31
num_cat=0
split_feature=19 5 14 9 8 16 10 10 13 10 8 19 5 13 0 3 13 7 9 13 13 6 7 13 7 9 18 18 18 0
split_gain=0.00237268 0.00460689 0.00273982 0.00861183 0.00239397 0.0181326 0.0292106 0.0390704 0.02808 0.0127852 0.00333648 0.00455614 0.0094937 0.00406884 0.00879686 0.0128988 0.0203311 0.00713762 0.0540392 0.0184686 0.0298786 0.0117664 0.0338462 0.0206322 0.00532675 0.0189507 0.00488383 0.0146971 0.0127009 0.016115
threshold=14.651182102100002 22.53967987815 137.67556691715004 195.41812862360004 8.8430989333000021 22.634947069650003 64.307918480350011 67.300172379550006 113.62230596715001 64.665483411650015 8.7431769115000026 14.151141757350002 23.455765688150006 117.60660091645001 86.565663342300013 93.794927255050013 117.69263157665002 22.721067571950005 194.45262321395003 117.56896250265002 117.55283175385001 15.815369523550002 22.620600126450004 107.70500962200002 22.938075114600004 186.68586460755003 13.4793103924 13.531614672700002 13.552878921100001 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 6 -6 8 -8 -10 13 -12 -13 17 15 16 -15 18 19 20 21 22 23 -4 25 -19 -26 -28 -29 -30
right_child=1 -3 4 -5 5 -7 7 -9 9 -11 11 12 -14 14 -16 -17 -18 24 -20 -21 -22 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=0.046825528568899204 0.010549542300732871 -0.0016503347352406562 -0.00769286688338933 -0.013346161391135489 -0.089853325293606623 0.0024315591680528124 0.10030110571461477 -0.10083199519582156 0.031469414781403034 -0.10070995164202688 -0.00026685160640721413 0.015684722585292434 -0.0023645426604808804 -0.02263480608840189 0.0048316022600481331 -0.001151763564767474 0.0014338955692906443 0.0071539632345754313 0.07400331170392721 -0.045258870540911648 0.07520111649108624 0.0002702800698899073 -0.054060056453342657 0.1000323739594452 0.0022214274021888233 -0.017046675443072302 -0.01585664650442254 0.01430535976186636 -0.016295534326185978 -0.00022273246313447056
leaf_weight=0.047726439616773031 0.60609810528694541 0.63257217345017125 0.025738487272116806 0.047416277023330622 0.061290488237999763 0.56384686234537185 0.03603832540102303 0.027537351171645241 0.015368745196610689 0.013969145342798583 1.5354565879679278 0.68224470023415029 0.5087124230669815 0.83928105031372868 1.2144838893982521 3.1493925287604441 0.60319422651082277 0.57342192951181548 0.10937761398963619 0.079522059000737388 0.057087738844643243 2.1411593513360203 0.032169474094530415 0.057493217969494026 7.564596472472263 0.74262593618083628 0.62152955174679192 0.58236264867446408 0.64014651599052186 24.431833037345299
leaf_count=26 29 48 294 15 27 53 9 23 7 33 15 27 19 39 33 171 15 27 10 15 21 440 16 28 123 51 12 58 48 2302
internal_value=-8.70532e-07 0.00431923 -0.000114713 0.0168378 -0.000149096 -0.0058788 -0.0362656 -0.000916429 0.0411694 -0.0314674 -6.00282e-05 0.00333339 0.00797505 -0.000272884 -0.00273692 -0.00473868 -0.0125701 0.000107025 0.00526707 0.00212555 0.00375419 0.00194668 0.0330508 0.0667195 -0.000260282 -0.00650209 -1.75399e-05 -0.000662119 -0.000294 -0.000633109
internal_weight=48.2437 1.23867 47.005 0.0951427 46.9099 0.718051 0.154204 0.0929136 0.0653762 0.0293379 46.1918 2.72641 1.19096 43.4654 5.80635 4.59187 1.44248 37.6591 2.50255 2.39317 2.31365 2.25656 0.115401 0.0832317 35.1565 1.31605 33.8405 26.2759 25.6543 25.072
internal_count=4034 77 3957 41 3916 152 99 72 49 40 3764 61 46 3703 258 225 54 3445 824 814 799 778 338 322 2621 78 2543 2420 2408 2350
is_linear=0
shrinkage=0.1


Tree=377
num_leaves=31
num_cat=0
split_feature=9 9 15 16 2 3 17 4 13 3 13 15 13 15 15 16 16 10 10 5 10 3 0 8 16 14 18 7 2 8
split_gain=0.00332461 0.0167967 0.00587713 0.00937692 0.00440702 0.00643721 0.00616132 0.00587052 0.00485408 0.00709702 0.00504664 0.00536491 0.00577179 0.00449801 0.00344812 0.00468579 0.00311411 0.0134364 0.031977 0.00901427 0.0183141 0.0130838 0.00295029 0.00618172 0.0562519 0.0202814 0.00437126 0.0121131 0.0453339 0.0400878
threshold=179.18874144770004 177.77223095870002 43.030193406950012 22.644947046300004 112.79372507800001 108.47659710545001 168.97717400795003 375.65892766775005 116.35915634395 103.00289635185001 107.54907905045002 27.201366220250005 102.0941975038 19.215947067900004 22.516911658450002 17.634958761800004 22.764946765650006 61.853356207250009 61.622148808000013 29.996566321350006 60.613977009100005 101.90062851840001 85.732241321850012 8.2435668022500028 22.704946905950003 156.61564208075004 13.043896815850003 22.747724408400003 93.57193670880001 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 4 6 7 -1 8 9 10 11 12 13 -6 -15 -16 22 18 19 20 21 -18 23 -2 25 -25 -24 28 29 -28
right_child=16 -3 -4 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 -21 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.037011493124509562 0.0016928103168926006 -0.10044257450307188 -0.10092897289018553 0.095787071201740182 -0.1000365660675656 -0.10005688291889765 -0.079469128097263891 -0.10004995769838053 0.083212371053956374 -0.10014536966444104 0.095251832698160108 0.074111420332532915 -0.10011834122768004 0.081876611079961192 -0.10008112664475313 0.097254459788419567 -0.10023716251511723 -0.0015871320174568289 0.10025242131868635 0.046743661279996331 0.03008576566136072 0.0015082960743597745 0.003859998400454279 -0.0075157308240270159 0.00038466308481242373 -0.087906282024094645 0.080191685945375041 1.0064582549210101e-05 -0.044763805701358433 -0.035303889883050339
leaf_weight=0.006506999957658687 1.0620424652704508 0.019935865532897168 0.0054630329832434646 0.010313303486327641 0.0028618178714223683 0.0050766870990059934 0.015031330900811213 0.0039768065249843323 0.011606645686015327 0.0051215285638406263 0.008106890318515525 0.0084399124597211994 0.0063428253440633844 0.0075174391427559328 0.0031488714348100189 0.0019475065519145573 0.027041704690417556 0.54292786086443812 0.047622804879210889 0.039568742737174034 0.056463269283995032 0.023729414446279407 2.9127090636320636 0.043898374319723876 0.90742551598486898 0.11007164241006251 0.069874076812992736 41.953179762847114 0.23014844479621388 0.052732714524609037
leaf_count=154 34 17 1 6 354 139 106 343 90 67 25 20 49 68 53 3 62 6 9 16 11 9 76 15 14 149 36 2046 40 16
internal_value=5.25953e-07 -0.0165274 -3.91657e-05 0.00570222 -0.00514063 0.00800064 -0.0442789 0.0172874 0.0257572 0.0104224 0.0251825 0.00640939 -0.0197794 0.0131482 0.0388275 -0.0246722 4.22579e-05 0.00649097 0.0290488 0.00595039 -0.00910204 -0.0526834 -5.81809e-05 -0.00370109 -0.00909827 -0.0649861 0.000112888 -0.000145096 -0.0185984 0.0305175
internal_weight=48.2008 0.121397 0.101462 0.0959986 0.0856853 0.0641469 0.0215383 0.0590702 0.0550934 0.0434868 0.0383653 0.0302584 0.0218185 0.0154756 0.0126138 0.00509638 48.0794 0.737354 0.194426 0.146803 0.107234 0.0507711 47.3421 2.12344 1.0614 0.15397 45.2186 42.3059 0.352755 0.122607
internal_count=4034 1495 1478 1477 1471 1211 260 1072 729 639 572 547 527 478 124 56 2539 113 107 98 82 71 2426 212 178 164 2214 2138 92 52
is_linear=0
shrinkage=0.1


Tree=378
num_leaves=31
num_cat=0
split_feature=19 2 9 2 9 14 9 9 9 9 9 8 15 19 15 2 4 7 6 0 2 6 18 2 6 17 17 17 18 15
split_gain=0.0022228 0.00714898 0.00648481 0.0143706 0.0119079 0.0158714 0.00813608 0.0101195 0.0128708 0.0170179 0.00828215 0.0251523 0.0140508 0.0106614 0.00802598 0.0104501 0.0651563 0.0281041 0.0432179 0.0471145 0.0459646 0.0407126 0.0195505 0.0125822 0.0071752 0.00626715 0.0353069 0.0106665 0.0223969 0.0440072
threshold=14.451165964200003 65.896304893200011 198.96357396150003 53.810443956900009 200.95377551580003 258.81059110610005 198.16621393750003 197.90890142995002 197.55459634620004 197.29115675710003 182.80199813410005 7.943800736700001 40.974857724300008 13.851117550450002 44.891409666300007 189.28685862455004 288.78964636655002 24.487155730000001 14.980350013450002 96.851704149400021 344.91334945730006 13.65531905435 17.399600107550004 186.79363985910004 14.335334942800001 198.72470891995002 199.84861692095004 189.50863627480001 13.632440008000001 36.346245650200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 24 7 8 9 10 11 12 13 -1 15 23 -17 -18 19 20 -19 22 -21 -6 -5 27 -27 -12 -29 -30
right_child=1 -3 3 4 14 -7 -8 -9 -10 -11 25 -13 -14 -15 -16 16 17 18 -20 21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0045888092362607203 -0.028849723060908966 0.0019761294497687163 0.052353302236577075 0.0088051270146810665 -0.00037611629204707285 0.015027113349379912 -0.012227002637225835 0.011574048032105183 -0.011995727782197277 0.015227724430533406 0.00034818530587628479 -0.089932138934757405 0.10020881330325898 -0.080021659388344019 -0.012034519634509635 0.069229942866857838 -0.007023924561631709 -0.10130505522883229 0.090943203970157871 -0.10030413548779844 0.082084018115838764 0.079248076742518145 0.025753129362112822 -0.015537998858083855 -0.00050029612442926746 0.059244510583204596 -0.0014351590638407867 -0.0025275682839321165 -0.049312008678505798 -0.002992145633071448
leaf_weight=0.074006299726632974 0.076056459336540594 6.9568940448058143 0.053884284105154445 1.1218972480994605 16.044237720427741 1.1800502260093706 0.71447292548327723 0.58636698543887256 1.1486945373617352 0.61873018811456937 7.7514245821068322 0.042754541296744719 0.012576067820191383 0.018644308604153448 0.58912590674276444 0.15495439843459635 1.0380107622186185 0.058489256893551445 0.079546548404323403 0.023294070441011172 0.017834480166243338 0.090146433175505081 0.026075957576267683 0.56666192759257583 3.1699633074895246 0.11180960796900841 0.67347154973663237 4.2763927774717203 0.32443611068993039 0.55768210327732959
leaf_count=1407 37 429 8 33 762 42 40 11 27 15 283 20 2 84 39 27 24 81 37 63 17 26 136 14 44 14 93 134 74 11
internal_value=-9.23226e-08 0.00164277 -0.00028104 0.000768376 0.000653327 0.00475616 -0.00178362 -0.00132294 -0.00180738 -0.000998132 -0.00172336 -0.025254 0.00102526 -0.0124376 -0.000547972 -0.000174087 0.00785328 0.000720681 0.0279358 0.00471481 -0.0584527 0.0392712 -0.033724 -0.000893347 0.00193215 -0.0014691 0.00720451 -0.0019967 -0.00552022 -0.0200282
internal_weight=48.1586 7.03295 41.1256 24.2142 24.1603 5.47191 16.9115 16.197 15.6106 14.4619 13.8432 0.147981 0.105227 0.0926506 18.6884 18.0993 1.48835 1.3334 0.295387 0.21584 0.0763237 0.139516 0.04937 16.6109 4.29186 13.6952 0.785281 12.9099 5.15851 0.882118
internal_count=4034 466 3568 1353 1345 119 2215 2175 2164 2137 2122 1513 1493 1491 1226 1187 411 384 360 323 98 225 199 776 77 609 107 502 219 85
is_linear=0
shrinkage=0.1


Tree=379
num_leaves=31
num_cat=0
split_feature=12 12 9 6 12 17 7 8 7 0 16 3 15 0 19 7 17 9 10 5 8 7 10 7 16 6 7 4 6 13
split_gain=0.00224613 0.0302726 0.0544072 0.0445306 0.014555 0.0405456 0.0470058 0.0395828 0.00980075 0.0537568 0.0484136 0.0741234 0.0309048 0.0391587 0.0303136 0.0112007 0.00866843 0.0360331 0.0593948 0.0611022 0.00998951 0.0981167 0.0144625 0.0283721 0.0229683 0.00960883 0.00701632 0.00690833 0.0527966 0.0144585
threshold=149.09269374785001 153.50554934640004 192.57902085675002 16.425383776450001 144.57070813310003 204.75389752000004 24.710307675200003 8.2435668022500028 24.175586727800006 96.531777631850005 18.754956142750004 84.285850847650025 29.329759478700002 94.165934477050016 13.651101412550002 24.024273989350004 194.73806315685002 195.70012057590003 68.34060567600001 20.872540794500004 8.3434888241000014 23.626037400350004 61.901748453550006 22.356277907050004 22.764946765650006 16.935395692800004 23.626037400350004 158.55438663830003 16.505385645700006 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=4 2 3 -2 8 6 7 -6 15 10 11 -10 -13 -14 -12 16 20 18 19 -18 21 22 23 24 25 -1 -19 -24 29 -29
right_child=1 -3 -4 -5 5 -7 -8 -9 9 -11 14 12 13 -15 -16 -17 17 26 -20 -21 -22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10097002431911112 0.07097394154788926 -0.00032977414018658122 -0.10125539597619633 -0.055086876704119984 -0.089666941218785587 0.00019012588631917701 0.092224497734864491 0.06001952886569728 -0.10105915368564451 -0.00058264099397410945 -0.10164796047404248 0.06925471764568307 0.10024309744501617 -0.10056824068869281 -0.015349603593122313 0.01437021386068303 -0.029791930134529618 -0.0066380047945426264 0.097339936949614181 0.095530789344746361 0.0021405436666780456 -0.10288563489675558 0.0010849352830409461 0.10039630761695495 0.10021905393521276 0.046262568416741277 0.0064887235960913369 -0.034445365158552496 -0.10197012531003624 0.0034236347878116263
leaf_weight=0.021354837360108792 0.053979154594460677 25.965632129403332 0.082978321617702022 0.058272890056457527 0.033363486718967716 0.50965473062234423 0.12038969423272761 0.037547977386566345 0.05520416729268518 8.956656889185135 0.13053140410193009 0.091987419145880267 0.014631227590143681 0.028875084368337411 0.059147450549062341 0.70898718174805786 0.13823386764852452 0.63414615418150777 0.11099630311946385 0.054141782980877906 6.580655559587683 0.098900404657882635 1.5934287989933866 0.039627801161259413 0.011154624866321683 0.005593736869592191 1.1377396963071076 0.12136219167440465 0.05826388903744828 0.59570246265502647
leaf_count=39 29 2280 28 18 42 10 23 16 19 425 55 21 2 71 19 50 25 29 17 58 230 20 51 4 2 154 22 155 103 17
internal_value=1.11974e-06 -0.000624741 -0.0398553 0.00553257 0.000747103 0.014925 0.054181 -0.0104072 0.000279369 -0.00214632 -0.0389658 -0.00338525 0.03641 -0.0330351 -0.0747376 0.00218098 0.00140946 0.00724312 0.0390884 0.00547862 8.28855e-05 -0.00523683 -0.00128933 0.0411544 -0.0204579 -0.0704088 0.00179075 -0.00268213 -0.0104241 -0.00298564
internal_weight=48.1091 26.1609 0.19523 0.112252 21.9483 0.700956 0.191301 0.0709115 21.2473 9.33703 0.380377 0.190698 0.135494 0.0435063 0.189679 11.9103 11.2013 2.07526 0.303372 0.192376 9.12604 2.54539 2.44649 0.077731 0.0381032 0.0269486 1.77189 2.36876 0.775329 0.717065
internal_count=4034 2355 75 47 1679 91 81 58 1588 612 187 113 94 73 74 976 926 151 100 83 775 545 525 199 195 193 51 326 275 172
is_linear=0
shrinkage=0.1


Tree=380
num_leaves=31
num_cat=0
split_feature=9 9 9 0 15 5 15 14 2 16 7 0 10 2 9 12 4 16 17 18 19 17 4 14 16 17 2 7 18 16
split_gain=0.00211474 0.00986891 0.00911341 0.0295531 0.0369803 0.0648511 0.017143 0.00785877 0.0320685 0.0230798 0.0119827 0.010408 0.0102429 0.00673614 0.0190633 0.00481902 0.00841981 0.053213 0.0348281 0.0445924 0.0132436 0.00534995 0.0211827 0.0513262 0.00467374 0.0108213 0.00450164 0.00449991 0.014409 0.0461233
threshold=210.33238511570002 209.86393725660002 214.31567825310003 96.682331287150021 34.884393272300009 19.830540377400002 38.213426205600008 274.83340751960003 221.01224434660003 22.634947069650003 26.0252225485 92.805574663100018 76.279622535200005 195.37902863565003 223.29399794390005 93.660658182900008 169.62532823300003 22.654947022900004 189.72181505755 13.793345552600002 14.351157895250003 185.45496942040003 158.18845385165005 161.40546423680004 17.874958200600002 212.37354083175003 49.864842700850012 23.109894804950002 13.342238590850002 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 15 3 4 5 -2 -6 -4 13 10 -10 -12 -13 -9 -15 21 17 18 20 -20 -17 26 -23 -24 25 -14 -1 28 -18 -30
right_child=2 -3 7 -5 6 -7 -8 8 9 -11 11 12 24 14 -16 16 27 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0064134726362765201 -0.065477552975575684 0.013000094447668307 -0.00020898531570113176 -0.0027340971287027 -0.10248116249212501 0.092688467042813485 -0.028321409493700461 0.079408108957683951 -0.090345370153037063 0.059017915485136956 0.10002909343350269 -0.10043612918319827 0.069559040667973124 -0.045343232601776008 0.079929829318913959 0.088413583764884063 -0.0013384722786191283 -0.00094691671201712398 0.065676669012545402 -0.038127135060665285 0.026144856706210962 -0.0023127465897467589 -0.10410169960575072 0.0065823958667529762 0.091873878641333229 -0.10012400173106549 -0.0031305792441864641 0.00065868128897646043 0.013591415878958513 -0.077286656092357006
leaf_weight=0.60830476392074162 0.059042388336819296 0.59913836406303644 4.2748296096411877 1.6073205560934978 0.084806135171902497 0.046214399233861059 0.049286465420266268 0.060251997480577191 0.036081593449921456 0.027074587580045772 0.006964287895243614 0.013846583267195456 0.007336332506014287 0.020215686906340125 0.030436106144406949 0.13516759988126992 7.0395115583413705 1.5724882827053077 0.076229007347137667 0.090534741058945656 0.045705399650614709 0.67359251741436299 0.074418860843252332 0.095864500197876623 0.0052947212388971812 0.0077064019342287793 2.6347048422864532 27.800050756562971 0.12505728875772959 0.10091202146985268
leaf_count=38 31 33 179 86 33 26 23 44 22 30 9 26 18 21 42 57 773 24 29 14 20 40 46 22 5 58 112 1896 248 29
internal_value=-3.83526e-07 0.000258426 -0.00170238 -0.0076158 -0.0403983 0.00396735 -0.0752233 0.000729705 0.0193756 -0.0204289 -0.0482807 -0.0113955 -0.034096 0.0568115 0.029932 7.25595e-05 0.000432626 0.0068804 0.0422862 0.00932239 0.0726787 -0.00318599 -0.0102787 -0.0417898 0.0110712 -0.0173697 -0.00134036 7.95578e-05 -0.00213635 -0.0269924
internal_weight=48.0084 41.6717 6.33671 1.84667 0.239349 0.105257 0.134093 4.49004 0.215208 0.104305 0.0772299 0.0411483 0.034184 0.110904 0.0506518 41.0725 36.9857 1.92013 0.347637 0.166764 0.180873 4.08689 0.843876 0.170283 0.0203375 0.0150427 3.24301 35.0655 7.26548 0.225969
internal_count=4034 3381 653 199 113 57 56 454 275 168 138 116 107 107 63 3348 3090 144 120 43 77 258 108 68 81 76 150 2946 1050 277
is_linear=0
shrinkage=0.1


Tree=381
num_leaves=31
num_cat=0
split_feature=19 2 12 12 7 12 13 0 16 13 16 10 0 0 6 16 4 9 7 5 3 13 7 10 18 9 18 18 19 14
split_gain=0.00206242 0.00442073 0.00261831 0.049072 0.0470997 0.0112216 0.00892498 0.089151 0.0371365 0.0621348 0.0364746 0.0330486 0.0377648 0.0324256 0.0590448 0.0646082 0.0598581 0.0506516 0.0492104 0.0487494 0.010935 0.0112307 0.0468034 0.0172655 0.0106498 0.010016 0.00731969 0.022594 0.00660688 0.033163
threshold=14.651182102100002 173.34516805710004 147.88310320375004 152.73554204000004 22.721067571950005 144.57070813310003 109.49014582065001 96.531777631850005 18.754956142750004 108.17011287860002 18.684956306450005 71.015621515800021 94.625660817400004 93.399723909900004 15.255356438950001 20.704951582800003 137.02556730370003 197.29115675710003 24.437987282900004 21.336111252450003 89.907416798450015 117.51519334005 22.870118039000001 64.407391431150018 13.314799198000001 221.38017838285003 12.909082926650003 13.142272494650003 14.251149826300002 231.12292494700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 8 9 -1 11 12 -11 14 17 16 -16 -8 19 -18 -17 22 24 -24 26 -21 -22 -28 29 -5
right_child=1 -3 3 28 -6 -7 13 -9 -10 10 -12 -13 -14 -15 15 20 18 -19 -20 25 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10064940066187673 -0.0022117322057267261 0.0097939179944549221 0.025278943593178678 0.04878761952674452 -0.091950331379887562 0.013514590593695223 -0.1001488363291549 1.3861962345175651e-05 -0.089952968163015956 -0.050237735728590839 0.096213499184456097 -0.10100102923581439 0.10030190293805219 0.022825748941153634 -0.10188356404354398 -0.012627282499285651 0.093455119845605172 0.00046649327322466854 -0.10095107881942139 -0.093140865289752683 0.051088676108619793 0.00020148819740818864 0.092032190830827157 0.010530998106481594 -0.0047578293689541275 0.10010407458791759 -0.024141069933226761 0.060110963201720546 -0.0016774941192991355 0.00091797163299990429
leaf_weight=0.070158642572628049 0.58872050965783163 0.64026511778138229 0.04952014632709989 0.14703868016809174 0.11130788524894797 0.66324624914748298 0.10609932642546205 11.135875641813646 0.14466613029071596 0.03447153639001499 0.039428884861990809 0.032058424101705896 0.032258799765259027 0.73160068184370253 0.023345728513047947 0.58172261383151624 0.20152125705499202 0.094685178250074387 0.016468306072056293 0.018368267510382452 0.061650996911339351 6.4946809076446925 0.09007742082758341 0.036535432562232018 0.52845593945676228 0.0031407373026013366 0.079963092401158065 0.052878156478982419 15.95656379643165 9.1837688378567925
leaf_count=195 41 36 25 57 49 75 29 472 83 40 4 65 4 24 13 23 34 12 3 244 14 163 71 5 9 1 26 28 528 1661
internal_value=-8.27488e-07 0.00404286 -0.000107194 -0.000791644 -0.0558546 0.000711577 0.000299568 -0.0015546 -0.0510281 -0.0240043 0.0149004 -0.0175535 0.0225362 0.00263505 0.000874356 0.00218799 0.0509645 -0.052701 0.0658637 0.0781811 0.000570445 0.00161581 0.012428 0.0685142 0.00260534 -0.0649233 0.0226119 0.00939589 -0.000441443 0.00167232
internal_weight=47.9505 1.22899 46.7216 25.4482 0.160828 21.2734 20.6101 11.4889 0.353042 0.208376 0.138218 0.0987888 0.0667303 9.12119 8.38959 8.18881 0.262844 0.200785 0.239499 0.22303 7.92596 7.34424 0.849561 0.126613 0.722948 0.021509 0.194492 0.132841 25.2874 9.33081
internal_count=4034 77 3957 2320 74 1637 1562 863 391 308 113 109 44 699 675 634 295 41 282 279 339 316 153 76 77 245 68 54 2246 1718
is_linear=0
shrinkage=0.1


Tree=382
num_leaves=31
num_cat=0
split_feature=15 16 7 9 5 3 17 2 19 6 19 15 15 5 6 5 14 16 2 9 16 16 10 19 19 5 8 17 14 19
split_gain=0.00216761 0.00500285 0.0170745 0.0341461 0.00485656 0.029062 0.0237301 0.0130394 0.0175233 0.00608825 0.00671766 0.00508742 0.00474772 0.0169531 0.00539094 0.0120571 0.0126844 0.0409488 0.0317612 0.0365336 0.0432812 0.0387088 0.0247866 0.0211189 0.0416958 0.0345318 0.0121567 0.017188 0.0227311 0.0160353
threshold=46.683480308100009 22.584947186600004 24.312940751750002 206.57490536735003 24.279163357700003 93.620177476600006 189.31157886915003 49.864842700850012 14.351157895250003 16.585387514950003 13.851117550450002 45.169600924000008 42.713473568600008 23.545618314050007 16.465384711100004 22.649179082500002 285.93967426180006 22.644947046300004 210.62522394830003 193.67618212375001 19.254954973500002 18.794956049200003 78.37393141885002 14.651182102100002 14.451165964200003 21.955793948900006 7.7439566930000003 196.54125635090003 386.40253150000007 13.651101412550002
decision_type=2 2 2 2 2 2 2 2 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 11 -6 7 -7 9 -9 -11 12 14 -14 15 16 -1 18 19 -18 21 22 -21 24 25 26 -20 -28 -29 -30
right_child=1 2 -4 -5 5 6 -8 8 -10 10 -12 -13 13 -15 -16 -17 17 -19 23 20 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00013699590360853546 0.00072428440936850638 -0.085684305500064228 -0.002909373885433691 0.031220659186987722 0.054112769167877821 -0.10035914915212228 -0.085179024633061956 0.0032873943199024551 0.06338599890409323 0.0049269468618507043 -0.10059638691266089 -0.0066257462324987165 0.017116800876151125 -4.7361280082202246e-05 -0.0019956882762112763 0.013857368511903709 -0.08573738645921844 0.10017923304641636 0.069234276485700644 0.060268857020417621 0.093164254654378664 -0.10216271253396413 -0.053652484100610125 0.066171515517248883 -0.092583624818916882 0.096039326795284388 -0.0023362684852543682 -0.088291656220581119 -0.055124647151674505 0.09950991677644476
leaf_weight=28.02361219020225 1.0298232140868098 0.073751072797101247 0.51294695257274725 0.037785421138323727 0.11607477613192863 0.011726607433956815 0.031283510291347127 0.53471098058750499 0.049088839036016907 0.012013864318710432 0.012117901240571882 1.1324390562243696 0.7421908887478702 2.5612924465040123 11.258115522061898 0.66792826168771569 0.02257999501179353 0.049124719313112908 0.020429345395589049 0.085435409046112909 0.11189324642327847 0.02539711122517474 0.02459748663488881 0.040449788793921471 0.053960038465447724 0.034648977434585504 0.5050802311541247 0.055320274227824484 0.013127964892390764 0.013708553775359178
leaf_count=1783 24 75 21 16 31 8 50 141 26 287 57 39 62 41 321 63 134 27 455 50 11 6 89 6 20 13 34 79 54 11
internal_value=-1.36174e-06 -0.00355804 -0.0106199 -0.0460802 0.000125971 0.00801688 -0.000202853 0.00408718 0.00610188 0.00107003 -0.0480622 -7.22173e-06 0.000161933 0.0038089 -0.000131874 0.000573503 0.000268384 0.0110287 0.006678 0.0360249 0.0471415 0.00911718 0.0348021 -0.0040734 -0.00815424 -0.00106145 -0.00659811 -0.00923623 -0.0516556 0.0238653
internal_weight=47.8627 1.65431 0.624483 0.111536 46.2083 0.767016 0.650942 0.619658 0.607932 0.558843 0.0241318 45.4413 44.3089 3.30348 41.0054 29.7473 29.0794 1.05575 1.00663 0.269903 0.247323 0.13543 0.110033 0.736725 0.696275 0.642315 0.607666 0.587237 0.0821568 0.0268365
internal_count=4034 136 112 91 3898 600 569 519 511 485 344 3298 3259 103 3156 2835 2772 989 962 290 156 145 139 672 666 646 633 178 144 65
is_linear=0
shrinkage=0.1


Tree=383
num_leaves=31
num_cat=0
split_feature=17 17 2 16 8 2 3 8 14 18 7 17 7 17 6 8 8 10 2 14 5 6 17 18 7 7 19 16 5 5
split_gain=0.00217006 0.0150824 0.015606 0.00551599 0.0373851 0.00492354 0.00439927 0.0472201 0.0257545 0.00553506 0.0128281 0.0331593 0.0277342 0.0241567 0.0177745 0.00706259 0.0139442 0.00448812 0.00437473 0.007526 0.0445325 0.0275189 0.00851187 0.0203203 0.00425599 0.0331231 0.00415837 0.00826293 0.0107723 0.0281586
threshold=183.35201426355002 182.50770257345002 49.864842700850012 22.714946882600003 8.6432548896500023 60.327272492300004 93.846007959550022 8.2435668022500028 156.61564208075004 13.043896815850003 22.747724408400003 187.51563899930002 22.575645983950004 191.08747234645003 16.575387281250006 8.1436447804000007 8.0437227585500022 62.046925192600007 62.147615758400008 177.36626049935003 17.621651749750004 14.205331905300001 192.41413881610001 14.150229224600002 25.016749795550002 25.603371256250004 14.451165964200003 22.534947303500005 21.454033346250004 24.107645372150007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -4 9 -8 -9 -2 11 -11 14 -14 15 16 -13 -10 -12 20 21 -20 -22 -24 -7 -26 -21 -28 -29 -30
right_child=3 -3 5 4 -6 24 7 8 17 10 18 12 13 -15 -16 -17 -18 -19 19 26 22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=0.037440390478003953 0.0051107245747697592 -0.016584605356621093 -0.033089586083708211 0.053774893542595972 -0.0023178814264964999 0.0003264151247526631 0.0013317514967099288 0.012251406501146029 -0.1006238572683488 -0.092874283070392111 -0.0083850095962434874 -0.063586700499905432 -0.0012317265198270094 -0.073841315030482121 -0.026645723141291978 0.10026233299087912 0.10018482076220037 -0.056498205821306581 0.066391871709094136 -0.00047105511213362341 -0.010231928064087348 0.0078516843461136875 0.032912343456519159 -0.0041065932917751366 -0.10056288424609644 -0.0023904858281751287 -0.0076427096131581511 -3.1439023910249921e-05 0.023449801493048525 -0.00065607575689920867
leaf_weight=0.10848237618086543 2.2460156551969694 0.61631437894675301 0.046971272375230799 0.14808070033904996 0.60128468996083484 5.1004880235279852 1.0630086163989201 0.036067686567548551 0.068931045937297597 0.051955359205179685 0.58725134948507829 0.0093485656380210003 0.13509796365315196 0.069334715925833734 0.025582250105799176 0.036360723897814751 0.011712645122315735 0.034631304447724887 0.17889969311363429 29.211571898082234 0.58428213938896056 0.14570153232489247 0.20281001788680442 0.5514850976744583 0.036802365461110376 0.51953800302604813 0.69278659216797578 2.7168955411398201 0.84758982851053577 1.131440364773425
leaf_count=35 44 60 20 36 58 833 63 8 84 39 53 52 31 35 14 9 3 35 24 1845 15 38 38 36 101 228 46 54 69 28
internal_value=-5.28964e-07 -0.00170986 -0.000132592 0.000264972 0.00876651 -0.000847204 0.000108207 -0.00584978 -0.060523 0.000289901 -1.24267e-06 -0.0193539 -0.00606475 -0.0258578 0.0426839 0.0735711 0.0274906 -0.0858682 0.000176993 0.000315647 0.00688644 0.0401153 -0.00117147 0.00584682 -0.000579481 -0.00888467 -2.00603e-07 0.00255225 0.0040563 0.00966812
internal_weight=47.8167 6.4286 5.81228 41.3881 0.749365 5.7038 40.6388 1.20264 0.13963 39.4361 37.1901 0.339392 0.287437 0.204433 0.0830042 0.0574219 0.0210612 0.103562 36.8507 36.2635 1.66318 0.324601 1.33858 0.754295 5.65683 0.55634 34.6003 5.38871 4.69593 1.97903
internal_count=4034 1277 1217 2757 94 1182 2663 190 127 2473 2429 183 144 66 78 64 55 119 2246 2193 151 62 89 74 1162 329 2042 197 151 97
is_linear=0
shrinkage=0.1


Tree=384
num_leaves=31
num_cat=0
split_feature=9 8 9 17 5 0 16 9 19 16 9 5 5 15 3 9 6 0 5 5 16 5 10 7 6 17 12 9 4 2
split_gain=0.00217571 0.00937662 0.00307371 0.00947338 0.0356714 0.00434837 0.0336405 0.0258042 0.00318712 0.0114859 0.0397968 0.0221388 0.103046 0.0242166 0.0224696 0.005684 0.0150669 0.0106237 0.0221948 0.0118729 0.0272162 0.10421 0.0285173 0.0105386 0.00973272 0.00938132 0.00860353 0.00856474 0.0193529 0.00851543
threshold=181.33671263215004 8.1436447804000007 186.68586460755003 187.51563899930002 21.454033346250004 85.732241321850012 22.704946905950003 187.45330412110005 14.451165964200003 22.564947233300003 201.32298960505003 21.500664456800006 24.107645372150007 42.246988155050012 93.337889372900023 198.96357396150003 16.545386580300001 86.20003303655001 24.218679034200004 19.925387549600003 22.534947303500005 22.783584484750005 68.34060567600001 23.109894804950002 14.980350013450002 191.24148878695004 87.111491403900018 200.84017322135003 156.01728445355005 165.44420596670003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 -4 15 10 -10 -11 13 14 -13 16 17 18 -7 24 21 22 23 -21 26 -22 -19 29 -29 -17
right_child=2 -3 5 4 -6 8 -8 -9 9 11 -12 12 -14 -15 -16 27 -18 19 -20 20 25 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0024591704352029675 -0.00020751734497747099 -0.048667845983341215 0.036730222379796375 0.0023760402673846139 0.058292023508140514 -0.020678316678172853 -0.00052160340578608294 -0.10046398283625001 -0.048406740300416147 -0.00080188613078945611 0.0032452663227909061 0.072057871815558713 -0.00054730083416255676 0.094031830365162453 0.0093603993847618024 0.0020458968502877332 -0.015928284917423801 -0.012483884224684806 -0.00023107484347303144 0.050491175329340193 0.0063291337154466019 -0.0068407595351889826 0.019559440838664888 0.10066688954840189 -0.013675416496692142 -0.0032403811658430295 0.00019805897921688285 0.05438090789130598 -0.00048852701219702745 0.011824022087031223
leaf_weight=1.1068981166325276 2.0162654707139818 0.045727748540229984 0.017695741758866457 0.59938215818544893 0.1409123700868804 0.80483705550431972 0.69575258627912717 0.06085734418022426 0.19110991135312261 2.76035371429316 0.67967304091143887 0.11430645501241077 1.1365620384085557 0.13569961625034921 0.11433471296913922 3.722935249969626 0.7244001482436041 0.60867138486798733 1.5594734237020018 0.057358591118827351 1.6906993427546693 0.5155811523036391 0.088577441684719815 0.15491348959039897 0.73267403731006187 2.599582071590703 4.4160816549402568 0.064499133324718794 19.052731066845638 1.170685824211432
leaf_count=1506 36 20 4 67 38 40 105 153 35 58 56 26 30 29 17 57 27 23 20 11 24 6 23 71 55 27 247 8 1184 31
internal_value=-4.48916e-07 -0.00429239 0.000105649 0.00334468 0.0130194 -9.78741e-05 -0.00752533 -0.0695581 3.55759e-05 0.00237453 -0.00809075 0.00451309 0.014288 0.0605669 0.0407053 -0.00028061 -0.00188576 -0.00111678 -0.00719154 0.000205243 0.00371537 0.0204504 0.0672206 0.0871088 -0.00290817 0.00053074 -0.00133816 0.000652151 -0.000303404 0.00438509
internal_weight=47.7792 1.15263 46.6266 2.75656 0.740295 43.87 0.774306 0.0785531 43.0957 5.13204 0.870783 4.26126 1.5009 0.364341 0.228641 37.9637 13.9528 13.2284 2.36431 10.8641 5.10671 0.816431 0.30085 0.212272 5.75743 4.29028 5.02475 24.0109 19.1172 4.89362
internal_count=4034 1526 2508 141 105 2367 262 157 2105 251 91 160 102 72 43 1854 574 547 60 487 162 111 105 82 325 51 270 1280 1192 88
is_linear=0
shrinkage=0.1


Tree=385
num_leaves=31
num_cat=0
split_feature=12 12 17 18 8 7 0 16 13 9 8 16 15 9 7 2 15 15 19 3 16 18 18 16 4 16 9 7 7 9
split_gain=0.00245931 0.0099459 0.0370274 0.0330511 0.0384869 0.00839521 0.0417191 0.040184 0.0635453 0.0298219 0.0319598 0.0272244 0.0146815 0.015839 0.00906116 0.00698703 0.00963453 0.00666376 0.0293147 0.0267472 0.0200993 0.019367 0.0128838 0.0102549 0.00573237 0.0046896 0.0212493 0.0588132 0.0435912 0.0370218
threshold=149.09269374785001 144.57070813310003 204.75389752000004 14.738651916450001 8.2435668022500028 24.175586727800006 96.531777631850005 18.754956142750004 108.17011287860002 200.52256857420005 8.2435668022500028 19.509954377250004 28.862433654350003 214.31567825310003 24.024273989350004 134.33885108415004 37.491361913600009 20.520114807950005 12.250988447150002 77.801289837050021 12.644970430600003 17.323446153950005 18.563642556900003 9.5099777615500027 160.76806275915001 22.624947093000003 192.39832633775004 23.150522195450005 23.085048345000001 184.85936449530001
decision_type=2 2 2 2 2 2 2 2 2 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 14 7 8 -7 -10 -11 -9 -12 -14 -1 16 -2 18 19 23 21 -21 -20 -17 -8 26 27 28 29 -19
right_child=15 2 -4 -5 -6 6 24 11 9 10 12 -13 13 -15 -16 17 -18 25 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014835893321752947 -0.016003951622173346 -0.087589873047329236 -0.0010363443540315016 0.087493944594138284 0.063380369641212672 -0.10065104577631692 0.0092089795360600721 -0.10132555049961565 0.092937775192062963 -0.10101432165338615 0.096609614714142256 -0.014710090154122902 -0.10040761446880271 0.10020817663383932 0.013278002751954308 0.08354248892863933 0.0012050365867088183 0.036285598060791485 -0.10032819070522787 -0.10036811167180688 0.09081777039580724 0.059078268536497558 0.044524045872135772 -0.10037058513235922 -0.0012207525461203975 0.0014132173728589204 -0.00095572355996894969 -0.094918421204897047 0.078896113850548677 -0.069705762254474529
leaf_weight=11.075952413682899 0.68137976081698315 0.029616101605738687 0.5047323599190463 0.1057593470277709 0.039285345483222045 0.046642772722406245 0.56227949014282685 0.10787476920086192 0.052922273054718971 0.02358844512491487 0.023490245250286534 0.054683496302459389 0.010572628238151083 0.0062690144404768935 0.69207553152193746 0.0037505595554189189 0.62257959088674397 0.055059327472932185 0.02452953989027451 0.012641342755479901 0.073733362575060468 0.019169894585502334 0.0081907181013320951 0.015821129878160534 8.3922076653121298 8.9687079492444166 15.295424193306046 0.090816724220068146 0.054029568828010355 0.082085065646360533
leaf_count=926 52 33 10 30 18 30 30 61 13 5 6 13 58 1 50 331 21 206 98 101 54 8 29 261 395 291 740 134 8 21
internal_value=2.7802e-06 0.000788065 0.0126967 0.0523824 -0.00151159 0.000403684 -0.00184522 -0.0369821 -0.00197521 0.0374155 -0.00855366 -0.0721887 0.0455227 -0.0257318 0.00217722 -0.000653275 -0.00778746 -0.000276708 0.0202049 0.0422438 0.0621542 -0.0042835 -0.064068 -0.065127 -0.000565838 -0.000408409 -0.00145721 -0.0286584 0.00281828 -0.0271534
internal_weight=47.7359 21.728 0.679393 0.174661 0.0689014 21.0486 9.28053 0.326044 0.163485 0.116843 0.0639203 0.162558 0.0403319 0.0168416 11.768 26.0079 1.30396 24.704 0.157837 0.125116 0.105545 0.0318112 0.0327203 0.0195717 8.95449 24.5461 15.5774 0.281991 0.191174 0.137144
internal_count=4034 1679 91 81 51 1588 612 187 113 83 70 74 65 59 976 2355 73 2282 882 755 163 109 127 592 425 1400 1109 369 235 227
is_linear=0
shrinkage=0.1


Tree=386
num_leaves=31
num_cat=0
split_feature=12 12 17 18 8 7 0 9 15 17 10 14 18 9 3 17 17 17 6 2 2 9 6 6 2 15 15 19 7 16
split_gain=0.00199508 0.00826325 0.0327013 0.0294155 0.0332898 0.00683555 0.0371676 0.0349284 0.045308 0.0266925 0.0219948 0.00907283 0.0981361 0.0193016 0.0131872 0.029705 0.0118318 0.0106079 0.0521869 0.0265142 0.0361489 0.0128014 0.0103049 0.00652965 0.00563757 0.00774115 0.00577269 0.0180147 0.025111 0.0150729
threshold=149.09269374785001 144.57070813310003 204.75389752000004 14.738651916450001 8.2435668022500028 24.175586727800006 96.531777631850005 200.52256857420005 29.198705243000003 188.19076296340003 67.300172379550006 192.04981134545002 13.581061237400002 192.57902085675002 82.409307072650009 204.42624920380004 199.59317753375004 194.73806315685002 14.825346391850003 86.324034997400005 96.242542698950004 197.29115675710003 16.515385879350003 14.315334475500002 134.33885108415004 37.491361913600009 20.729785921300003 12.250988447150002 26.726788378400006 12.644970430600003
decision_type=2 2 2 2 2 2 2 2 2 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 11 7 8 -7 -9 -11 16 22 14 -14 -16 17 23 -19 -20 -21 -22 -13 -1 25 -2 27 28 29 -26
right_child=24 2 -4 -5 -6 6 -8 9 -10 10 -12 12 13 -15 15 -17 -18 18 19 20 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.010587166833769479 -0.014323633918174018 -0.085138398637290807 -0.00093203574679123161 0.0850817183201832 0.059438727089488379 0.077380715777643744 -0.00050886238746537815 0.017157881591644181 -0.056393748598649263 0.0083037192530347106 -0.093305722890003773 -0.0091875487944362479 0.099773337610375532 0.099870918750578089 -0.1002287548116583 0.10025842088317655 -0.011833286827641501 -0.0030479442518592604 0.077338886019240438 -0.10224099050633827 0.10014426669458334 -0.0089473419125855342 0.0091502402866211249 9.5534998507901711e-05 -0.0030919343785824607 0.0010852890841082314 -0.00037744760641176737 -0.045859163493046411 -0.059475968836594152 0.078243039772980055
leaf_weight=0.63916977497444349 0.6849810312765594 0.027531003319267167 0.50507707383880529 0.098273299578657713 0.037782929619424976 0.051497481603290818 8.9574442193124799 0.036262043809983879 0.049802564113633707 0.025177847361192107 0.13844347356280196 0.64131370322377168 0.015250720452264832 0.12781613016545634 0.017246260168789718 0.012931469773320714 0.67769739687185016 0.56701534357853312 0.1527749776141718 0.022262322017922997 0.02547405066434294 0.018618190952111036 0.58686943034015826 8.2486526956638375 0.032073980693734128 0.62216811099733604 24.509303378331502 0.034869985221483546 0.023325114493622845 0.078670488421266782
leaf_count=38 52 33 10 30 18 13 425 14 29 6 125 54 14 15 46 2 43 8 19 3 52 7 97 578 220 21 1391 131 457 83
internal_value=1.48404e-06 0.000709768 0.0116536 0.0505118 -0.00150314 0.000361499 -0.00167067 -0.0362236 0.0116126 -0.0604669 -0.0776702 0.00196236 0.00951354 0.0799716 0.0239835 -0.0143179 0.000940065 0.00183489 0.0129691 0.0544145 0.00163327 0.0540797 -0.000425103 0.000850043 -0.000589458 -0.0069894 -0.000250469 0.0181713 0.0348249 0.0546867
internal_weight=47.6658 21.6804 0.668664 0.163587 0.0653139 21.0117 9.25863 0.301183 0.1013 0.199883 0.163621 11.7531 1.40143 0.173245 0.0454285 0.0301777 10.3517 9.67397 0.786145 0.21913 0.0663546 0.0440922 1.22818 8.88782 25.9854 1.30715 24.6782 0.16894 0.13407 0.110744
internal_count=4034 1679 91 81 51 1588 612 187 42 145 131 976 228 77 62 48 748 705 89 81 62 59 151 616 2355 73 2282 891 760 303
is_linear=0
shrinkage=0.1


Tree=387
num_leaves=31
num_cat=0
split_feature=17 17 2 15 12 19 0 6 9 8 0 0 0 6 10 6 7 7 19 9 16 5 15 6 2 5 16 16 8 19
split_gain=0.00196974 0.0104815 0.012375 0.00424861 0.0224223 0.0232526 0.0367138 0.0213391 0.0149199 0.017532 0.0142803 0.010019 0.0179118 0.00623951 0.00446557 0.0458953 0.0709464 0.0228228 0.0163315 0.0427753 0.0189549 0.0828861 0.0462589 0.0352123 0.0143285 0.00721211 0.00394706 0.0141787 0.00366139 0.0036029
threshold=183.35201426355002 182.50770257345002 49.864842700850012 20.729785921300003 97.388883832800005 11.750948102400001 97.878695155250014 13.315311110100001 218.97685776085004 7.943800736700001 102.89804648475001 99.870842629900025 102.64264296240002 8.2451926476000015 75.634392583900009 11.630271739450002 25.818239331450005 26.0252225485 12.751028791950002 205.88909726980003 18.664956353200004 17.324237253850004 28.626568391100005 14.935348962050002 150.25049527555004 16.351273197450002 22.714946882600003 22.824946625350005 8.6432548896500023 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 -1 4 -2 7 -7 10 9 11 -6 -8 -13 -14 18 -16 -17 -18 19 -5 21 24 -23 -24 -20 -22 29 -28 -4 -27
right_child=3 -3 28 14 5 6 8 -9 -10 -11 -12 12 13 -15 15 16 17 -19 20 -21 25 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.033620187990613344 -0.10043798306363592 -0.013936711505231434 -0.001799160559704408 0.028147850043327649 0.098192400571756155 0.09211794340498447 0.099996019123348628 -0.10028181085411619 0.046639608444721481 -0.10064745983421913 -0.10007624279775068 -0.10101456346374849 -0.10007206169066576 0.082181457838975555 -0.0002742002413930607 -0.10094293803049051 0.087860590395219179 -0.027699799787018642 -0.10130534136798826 -0.008544689314295582 0.011445971698736575 0.0096142136173420437 -0.10062863454359938 0.073666190046874608 -0.030004922399589126 0.0015346166666002463 0.034582967687476943 0.0004113353775954262 0.0064747524369304123 -0.00062874556281651225
leaf_weight=0.10559826740031031 0.01576455970256363 0.62433995308289159 5.0870109144801701 0.70267200617440895 0.061230030392565471 0.030951413628906632 0.0073669069092829878 0.006756563130778658 0.018724618727674169 0.038324761701005627 0.003861819936983312 0.016370320558962703 0.0022355805258813541 0.011758672119867697 2.5692452563849595 0.11307504441310801 0.03302131676900899 0.035424402558419388 0.10926232489236909 0.5799325002299156 0.58370666072641952 0.59284751655332002 0.067546939772398673 0.013992182728543412 0.037982880386664419 11.493628435829121 0.15296348865194787 0.58890508601143665 0.59767948908711321 23.313081186475046
leaf_count=35 33 60 1108 46 42 45 4 15 26 25 398 16 94 20 265 61 9 34 74 30 29 28 179 6 29 371 38 56 74 784
internal_value=3.51593e-06 -0.00162652 -0.000299171 0.000257301 0.0143325 0.0234898 -0.00244292 0.0688712 -0.0333225 -0.0530087 0.0864294 -0.00462091 -0.0300026 0.0530665 0.000184037 -0.00370755 -0.0523031 0.0280518 0.000464001 0.0115572 7.89741e-05 -0.01494 -9.882e-05 -0.0707195 -0.0829129 0.000420499 0.000239461 0.00745707 -0.000929254 8.56248e-05
internal_weight=47.6153 6.41463 5.79029 41.2006 0.213345 0.197581 0.125732 0.0718484 0.0947809 0.0760562 0.0650919 0.0377315 0.0303646 0.0139943 40.9873 2.75077 0.181521 0.0684457 38.2365 1.2826 36.9539 0.821632 0.674387 0.0815391 0.147245 36.1323 35.5486 0.741869 5.68469 34.8067
internal_count=4034 1277 1217 2757 718 685 230 455 185 159 440 134 130 114 2039 369 104 43 1670 76 1594 316 213 185 103 1278 1249 94 1182 1155
is_linear=0
shrinkage=0.1


Tree=388
num_leaves=31
num_cat=0
split_feature=16 19 8 5 2 4 10 7 16 0 6 6 18 0 18 7 0 18 10 13 19 15 12 2 9 15 2 15 2 0
split_gain=0.00225696 0.0110757 0.0625588 0.0543838 0.0171526 0.0304169 0.0115797 0.0863235 0.0120894 0.0102741 0.0559354 0.00876557 0.0173727 0.0429269 0.0449646 0.0103297 0.0173975 0.00828225 0.0066784 0.0490995 0.00596017 0.00362642 0.0199379 0.0423194 0.0300589 0.0413439 0.0275071 0.0272573 0.0167818 0.0553092
threshold=15.404963976500001 12.651020723000002 8.2435668022500028 15.237417718750002 118.06771887965002 267.17106116560007 74.916574263050009 24.803880018200001 16.079962398050004 97.096353839300008 14.315334475500002 12.350288562550002 14.656441317600001 97.225399829550014 16.587089536200001 25.412871131150002 99.470262368500016 17.138111898250003 80.468240302450013 101.01074887720002 11.850956171350001 31.385732506450001 122.12526081760002 121.36426933400001 206.08934059370003 28.626568391100005 137.02423825130003 29.593577021650002 118.06771887965002 94.165934477050016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 -2 -5 -6 21 -8 -9 10 -1 18 -13 -14 15 -15 -17 -16 19 -11 -12 22 -3 28 25 26 -25 -26 29 -24
right_child=1 6 -4 4 5 -7 7 8 -10 11 20 12 13 14 17 16 -18 -19 -20 -21 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.095322362927760626 -0.1003228048057699 0.00057402186313764553 0.0014411523082376522 0.099736161318117481 -0.085355226462499614 0.08137600222355483 -0.10246954139211369 0.043320761626672914 -0.0038295440347944757 -0.1008895583373724 0.023870591310199512 -0.0010368849909596527 -0.0028660713006615729 -0.10128180506960308 -0.019760252040840028 0.0032355605601566634 -0.10060985061321018 0.048230178183020861 0.00017480206691776614 0.09855825661080822 -0.10243284448942332 -0.0002274697303683368 0.079212687961708023 0.086927364185785394 -0.013228346081964366 -0.097884671802101558 -0.04350653185638461 0.069094924478559694 0.10073013569653277 -0.046696062024017396
leaf_weight=0.051551369728516927 0.018681248353849322 4.6864777716172901 1.5816430326449333 0.12190890494670725 0.015662288387233048 0.036302088254842602 0.093155495932669363 0.06013452803972541 0.56821935293402248 0.018148877877091851 0.0044679110752108278 1.4901452566594922 0.49322041391860683 0.10638008481708994 0.038231104834267171 0.031124718720093369 0.033493631075998564 0.033717899181283428 3.6068354783497187 0.03858304672758095 0.022813148463782795 33.890789953596979 0.10656711415907683 0.029698603659738865 0.086407002210762585 0.062560278089620169 0.035488825085678855 0.075242464874463622 0.058333088294375557 0.051870523966499604
leaf_count=115 73 302 27 88 37 27 77 29 150 93 60 10 5 37 25 9 42 22 961 9 77 1324 91 51 34 45 142 26 20 26
internal_value=1.37225e-06 0.000262408 0.00799303 0.0618102 0.07923 0.0311225 -8.2164e-05 -0.0126354 0.00068282 -0.00181705 0.0340448 -0.00229704 -0.00724579 -0.0198138 -0.0542203 -0.0821262 -0.0505906 0.0121025 0.000710272 0.0347537 -0.0817477 0.000149578 0.00261045 0.0214652 -0.00355987 -0.0398134 0.0159176 0.0250904 0.0548747 0.0379917
internal_weight=47.5479 41.5791 1.7742 0.192555 0.173873 0.0519644 39.8049 0.721509 0.628354 5.96871 0.0788324 5.88988 2.22631 0.736168 0.242947 0.170998 0.0646183 0.071949 3.66357 0.0567319 0.0272811 39.0834 5.19265 0.506168 0.289397 0.127748 0.0651874 0.161649 0.216771 0.158438
internal_count=4034 2569 252 225 152 64 2317 256 179 1465 252 1213 150 140 135 88 51 47 1063 102 137 2061 737 435 298 238 193 60 137 117
is_linear=0
shrinkage=0.1


Tree=389
num_leaves=31
num_cat=0
split_feature=16 16 16 9 15 17 0 2 9 9 0 17 6 2 9 12 7 19 15 4 16 17 15 5 14 3 17 15 2 0
split_gain=0.00435703 0.0238749 0.0174287 0.0024214 0.0129897 0.0302364 0.0125591 0.00769408 0.00726582 0.00706186 0.0258601 0.0334431 0.0474267 0.00465757 0.00407768 0.00319888 0.0059319 0.0105695 0.00716849 0.0048589 0.0385407 0.0324563 0.0309429 0.0116104 0.02997 0.00422756 0.028703 0.0675557 0.069861 0.0357708
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 210.33238511570002 22.820574949650005 200.68028944555002 98.674478761850011 176.09844955530005 209.86393725660002 214.31567825310003 96.682331287150021 200.79056394860001 14.935348962050002 120.31044416595002 217.73656073310005 93.660658182900008 23.576742473100005 12.651020723000002 30.243446395250004 169.62532823300003 22.654947022900004 189.72181505755 31.504255087500002 20.769304081650002 163.71362709910002 93.281431752200021 193.82841840970002 41.800301886400014 197.87172150825003 85.963448721100022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 -5 -7 -8 15 10 11 12 -6 -11 -15 16 18 -18 -2 20 21 23 -23 -17 -25 -21 -27 -28 -29 -30
right_child=3 -3 -4 4 9 6 7 -9 -10 13 -12 -13 -14 14 -16 19 17 -19 -20 25 -22 22 -24 24 -26 26 27 28 29 -31
leaf_value=-0.10040894042654434 0.010390909778083809 -0.10030943189069466 0.094479459038566721 -0.10062427855336081 -0.10191392376581224 0.05681243637733896 -0.10024029701065103 0.025013633960986895 0.011358857693507196 -0.0034530469954035872 -0.0021233853838051571 -0.079682425983170532 0.043849513206547841 0.0079984897258191072 0.00021804556653340224 0.087739518734265443 -0.0016061877582647377 -0.016014391241891485 -0.0045207835354368229 0.00089054334844499436 -0.00095009079794704525 0.046510987745841365 -0.044692112871380474 -0.076031746681816628 0.087103945730013843 -0.00057284604575729727 -0.087559822734315881 0.076794981366181528 0.0099271078529491966 -0.10172779270270359
leaf_weight=0.0062872041208036347 0.65667704421082962 0.024005936737706346 0.016986070907869077 0.042731310814331347 0.031916422286542345 0.028824913151765941 0.011391559444746235 0.0086118000963324448 0.58662860168442321 1.5752166920237867 1.5404476863841408 0.10437943868419097 0.074251178400118079 1.1257268728244869 1.677186432913828 0.10842102929018338 2.0690612626053739 0.6753129237658867 0.63328372989781201 24.473322876462419 1.5653670761676037 0.080643680106732063 0.06905328574066516 0.017465490039910492 0.031701731782305842 9.9171600591538969 0.1273438305069029 0.081461283000919593 0.059106953527951589 0.055761584546416998
leaf_count=455 68 435 40 27 38 14 21 29 29 56 42 37 36 54 158 14 39 80 47 1343 24 14 29 42 21 740 22 20 49 11
internal_value=1.37688e-06 -0.0303406 0.041831 3.16234e-05 -0.00180739 -0.039195 0.014564 -0.0463163 0.000309238 -0.00124887 -0.00661625 -0.0394879 2.9672e-05 0.000897762 0.00334289 0.000149666 -0.00252272 -0.00515164 0.00307027 0.000444343 0.00540606 0.0377854 0.00444017 0.0694609 0.0291539 0.000176684 -0.00152928 -0.0308339 0.00595975 -0.0442745
internal_weight=47.4757 0.0472792 0.0232733 47.4285 6.22068 0.0915596 0.0488283 0.0200034 41.2078 6.12912 1.75099 0.210547 0.106168 4.37813 2.80291 40.6211 4.03433 2.74437 1.28996 36.5868 1.87265 0.307285 0.149697 0.157588 0.0491672 34.7142 10.2408 0.323674 0.19633 0.114869
internal_count=4034 930 495 3104 512 91 64 50 2592 421 153 111 74 268 212 2563 234 119 115 2329 144 120 43 77 63 2185 842 102 80 60
is_linear=0
shrinkage=0.1


Tree=390
num_leaves=31
num_cat=0
split_feature=16 19 8 5 2 16 16 15 15 13 10 18 6 6 0 6 15 12 4 9 16 7 15 2 6 18 0 7 8 19
split_gain=0.00202257 0.00926638 0.0567172 0.0490699 0.0159058 0.0315371 0.00962572 0.027495 0.0513428 0.0261262 0.0397584 0.0340702 0.0166355 0.0216816 0.00713685 0.0480747 0.00706881 0.0289217 0.0312374 0.0358762 0.0448484 0.0246165 0.0129512 0.00785782 0.00676249 0.0148446 0.0386309 0.0392981 0.0236097 0.0178417
threshold=15.404963976500001 12.651020723000002 8.2435668022500028 15.237417718750002 118.06771887965002 15.629963450350003 18.684956306450005 29.037712645600003 27.980927088250002 104.79878638300001 70.206395618550019 12.909082926650003 14.935348962050002 9.8852309668500009 97.096353839300008 14.315334475500002 31.385732506450001 122.12526081760002 197.64724210580002 206.08934059370003 18.754956142750004 20.873561687950005 32.393814985100008 67.858768990950011 12.350288562550002 14.656441317600001 97.225399829550014 25.412871131150002 8.3434888241000014 12.150980378200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 -2 -5 -6 7 8 9 -3 11 -11 13 -9 15 -1 17 -8 -19 20 -20 -22 -18 -24 -16 -26 -27 -28 29 -29
right_child=1 6 -4 4 5 -7 16 12 -10 10 -12 -13 -14 -15 24 -17 22 18 19 -21 21 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.09336654534368409 -0.1002941775952666 -0.0049068360088402483 0.001362335560553242 0.099465193545537581 0.087444552086760094 -0.084223359993706615 0.0018646609416121955 0.08879448852996602 0.05943979620748191 -0.090834451252890192 -0.092078582454399413 0.094810101047486578 0.00117797472558273 -0.10047302675393084 0.00053869488378433569 -0.080235184059105402 -0.014472046107538933 0.099621482616631535 0.094287003858711096 0.051056145891054873 0.027531380964711041 -0.10101210355496373 -0.027705399327900643 0.00018774618554532748 -0.00079187109371522458 -0.0027060430691079329 -0.10116219377919895 -0.0098354858800953522 0.065434491344946055 -0.10056013473334542
leaf_weight=0.043881147040621626 0.016988017770734554 1.7172761096031099 1.580689939757576 0.1104346967229759 0.032371500972658396 0.015986279538452663 3.5623947452121452 0.0066628803983802545 0.11974393365187008 0.015620670464087882 0.083652281017521091 0.026926809541848229 0.034499616601806338 0.066076927435176458 3.6500595857456819 0.02506250475071381 0.62111161471693677 0.058888823069423668 0.022891720993357012 0.1377504411211703 0.020543891037050344 0.054208893584927864 0.10130599697003972 33.077508160749609 1.4925791936442876 0.49369234812911589 0.095941798505634779 0.067183461122112931 0.027618112027994357 0.032001432226479665
leaf_count=115 73 267 27 88 6 58 157 10 31 112 72 76 30 201 1063 137 56 31 16 34 97 34 37 1056 10 5 40 49 22 24
internal_value=-7.11464e-08 0.000246832 0.00735471 0.0612406 0.078522 0.030694 -6.74319e-05 -0.00670579 -0.00401248 -0.00813406 -0.0520488 0.0266535 -0.0560119 -0.0831363 -0.00172787 0.0302586 0.000297562 0.00435362 0.0344832 0.0181875 -0.0281814 -0.0656852 -0.000165246 0.000102579 -0.00210425 -0.00647131 -0.0183035 -0.0528738 -0.0163377 -0.0391073
internal_weight=47.4116 41.4835 1.75647 0.17578 0.158792 0.0483578 39.7271 2.07046 1.96322 1.84348 0.1262 0.0425475 0.107239 0.0727398 5.92802 0.0689437 37.6566 3.85668 0.294284 0.235395 0.0976445 0.0747528 33.7999 33.1788 5.85908 2.20902 0.716437 0.222745 0.126803 0.0991849
internal_count=4034 2569 252 225 152 64 2317 799 558 527 260 188 241 211 1465 252 1518 369 212 181 147 131 1149 1093 1213 150 140 135 95 73
is_linear=0
shrinkage=0.1


Tree=391
num_leaves=31
num_cat=0
split_feature=19 6 16 5 6 5 6 9 0 17 6 0 17 9 9 9 16 18 17 8 7 16 16 15 7 7 9 13 13 15
split_gain=0.0019427 0.00695879 0.0124124 0.0500322 0.0303235 0.0122059 0.0154919 0.0192906 0.0132741 0.0102719 0.00499537 0.0564892 0.0191953 0.0085486 0.0184241 0.00438712 0.0034803 0.0105823 0.0637914 0.0411824 0.00861608 0.024294 0.0591927 0.0190853 0.00867934 0.0215041 0.0084525 0.00812814 0.0262931 0.0208883
threshold=14.451165964200003 16.425383776450001 22.634947069650003 22.213482503200002 16.355382140900002 20.556063402800003 16.485385178400005 192.39832633775004 85.861287312150012 200.93854407600003 16.575387281250006 85.861287312150012 183.49170501290004 186.16747084260001 198.49982034990003 196.26893085885004 22.534947303500005 13.712081531300003 189.95176274255002 8.543332867800002 23.433599577300004 20.664951676350004 20.404952284350003 24.545953118950006 23.699538637550003 23.864758692950002 197.02865361825005 113.97180552410002 113.93954402655002 37.606388722050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 2 3 4 9 -3 -7 -8 -9 -2 16 12 13 -12 -15 -10 17 18 27 -20 21 22 23 -19 -22 26 -26 28 29 -1
right_child=1 5 -4 -5 -6 6 7 8 15 -11 11 -13 -14 14 -16 -17 -18 20 19 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.016442209218561134 0.045621201068288458 -0.0096599074117550161 0.00022591475814890338 -0.089948589551514802 -0.044751052278063475 0.018907817358110354 0.017202002178930587 -0.013428365769034379 0.0071797630658243421 -0.0035067916853368931 -0.00041371474714928708 -0.073405794168348512 0.056058839181969383 -0.1010646783535037 0.020070737392177032 -0.0017029810903256984 -0.0011281803080188716 0.06457442794172609 0.1005930511017985 0.0043531856574964703 0.010925808309303642 -0.10191227023860715 0.10025174892840116 -0.10070425142332949 -0.01443092560608812 8.7449362933149892e-05 -0.069513420723738714 0.003982769843477763 -0.10128770532668813 0.10013342348262005
leaf_weight=0.10198793805445916 0.10095820692368107 0.61255722181158478 1.6175074869825037 0.080113421304883303 0.09733339142985642 0.71174823148164268 0.73722462178557213 0.65588487785760241 1.1174977227201455 0.073574558249674737 0.87649518844042285 0.11446738282359092 0.059113842178723619 0.026107242456419044 0.02418908805071851 1.1066096630020181 17.533707302502933 0.0085040774251926576 0.11472675578831815 0.072599948849529028 0.73193191012129943 0.031577990739606321 0.034861392807215452 0.039153757265967926 0.052130559002757759 18.928180297616606 0.059833477091160603 1.5699757755004666 0.031681489199399948 0.018098000437021255
leaf_count=222 21 58 47 51 16 52 53 90 17 22 337 36 27 13 43 39 369 158 68 7 56 4 5 64 32 1991 9 117 5 5
internal_value=-4.45976e-07 0.00154896 -0.00347736 -0.0204956 -2.92338e-05 0.00355224 0.00542178 0.00276818 -0.00092661 0.0249112 -0.000265302 -0.00691071 0.000809618 -0.00271436 -0.0428068 0.00276013 -7.93716e-05 0.000764368 0.00787607 0.0632945 8.16452e-05 -0.0273194 0.00122531 -0.0712119 0.000239767 -0.000171021 -0.043867 0.00184651 -0.0202523 0.00112676
internal_weight=47.3403 6.91101 1.96949 0.35198 0.271866 4.94152 4.32897 3.61722 2.87999 0.174533 40.4293 1.10037 0.985905 0.926792 0.0502963 2.22411 39.329 21.7952 1.90907 0.187327 19.8862 0.114097 0.0825192 0.0476578 19.7721 19.0401 0.111964 1.72174 0.151767 0.120086
internal_count=4034 466 157 110 59 309 251 199 146 43 3568 456 420 393 56 56 3112 2743 424 75 2319 231 227 222 2088 2032 41 349 232 227
is_linear=0
shrinkage=0.1


Tree=392
num_leaves=31
num_cat=0
split_feature=9 8 19 9 6 2 2 12 7 19 10 2 9 9 2 15 3 5 6 3 3 7 6 10 3 16 18 7 0 15
split_gain=0.00237966 0.0074635 0.00276832 0.0260759 0.0399673 0.0194332 0.0196692 0.00900691 0.00672653 0.0178795 0.0244471 0.0133137 0.0114156 0.0465472 0.0113719 0.00919877 0.0145549 0.00383289 0.00355495 0.0128597 0.0357437 0.00344386 0.00932909 0.0283374 0.0393371 0.00471311 0.0120193 0.0192691 0.0986923 0.0154624
threshold=181.33671263215004 8.1436447804000007 14.451165964200003 191.03141765810003 16.385382841850003 145.31340866805002 76.243484112200022 121.36065266065002 24.054467534550003 14.651182102100002 62.837331883000012 224.95410153095003 201.32298960505003 207.04102956050002 189.95856246190002 37.050691080100002 93.620177476600006 23.455765688150006 16.575387281250006 95.346167596350014 93.72771580185001 22.792619241600004 16.485385178400005 62.154463517850012 93.620177476600006 22.534947303500005 13.712081531300003 23.032902590750002 86.420486603250012 37.050691080100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 18 4 -4 6 -6 -5 12 10 11 -10 15 14 -14 -9 -17 -18 21 20 -20 22 23 24 -2 26 27 -23 -29 -30
right_child=2 -3 3 7 5 -7 -8 8 9 -11 -12 -13 13 -15 -16 16 17 -19 19 -21 -22 25 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0029046315086479826 0.081699522225295529 -0.045219853418581396 -0.039215008459064796 -0.010379598920544783 0.027130530435439872 0.0027366860670007642 0.10024690000819361 -0.004477371371450929 -0.10178431694014807 0.0011593325234590614 0.01742022964777331 -0.023396774636681036 0.083787935843214464 0.00016759868891852575 0.034666926473147439 0.016284434198712883 0.0041713942786209043 -0.0072738716850141022 -0.068322427468514288 -0.00086992498984423013 0.020697998575353736 -0.0043412365351194722 -0.00031134980887703934 0.00043313461603394776 0.0019935066313232289 -0.0016447992681259329 7.1998063663784718e-05 -0.0013144374278557757 0.035839098931409172 0.10053905177650829
leaf_weight=1.0984673328701635 0.11992126808035353 0.043326102721039095 0.06044496380150377 0.65136172452184826 0.060744038928532973 0.056238626742683095 0.093309211311861873 1.5688303887727673 0.053594011095355998 0.53536180395167321 0.049475333769805729 0.036371917405631393 0.088632478818908456 0.54944434040100987 0.1006508132414865 0.79018333146814246 0.61511820671148576 0.5580586365130209 0.10460277427114195 0.88308993512069378 0.079297383850274628 0.52328580984976969 2.1268896466047522 0.60802681912269918 0.12801716903365445 15.137489685781672 19.84808219795265 0.52549711987376213 0.050529344152892008 0.13732189917936921
leaf_count=1506 24 20 21 63 35 21 16 16 26 13 24 37 22 41 26 34 19 30 30 54 24 9 35 32 20 274 1477 3 69 13
internal_value=-5.30215e-07 -0.00451031 0.00011107 0.00214031 0.0324505 0.0530495 0.0714167 0.000674177 0.00212998 -0.00714798 -0.0390426 -0.0700934 0.0035959 0.0149009 0.057668 0.00123156 0.0057933 -0.00127291 -0.000184599 -0.00587975 -0.029937 -2.96019e-05 0.00323645 0.012052 0.0405452 -0.000298557 0.000667959 0.0102332 0.0209244 0.0831357
internal_weight=47.2817 1.14179 46.1399 5.86782 0.270737 0.210292 0.154053 5.59708 4.94572 0.674803 0.139441 0.0899659 4.27092 0.738728 0.189283 3.53219 1.96336 1.17318 40.2721 1.06699 0.1839 39.2051 2.98285 0.855965 0.247938 36.2222 21.0847 1.23663 0.713348 0.187851
internal_count=4034 1526 2508 444 93 72 51 351 288 100 87 63 188 89 48 99 83 49 2064 108 54 1956 111 76 44 1845 1571 94 85 82
is_linear=0
shrinkage=0.1


Tree=393
num_leaves=31
num_cat=0
split_feature=9 8 18 15 17 15 7 9 19 19 15 5 3 6 7 5 4 3 4 18 2 16 17 7 0 10 18 6 10 13
split_gain=0.00192993 0.00619913 0.00253469 0.0138646 0.0530747 0.0135341 0.0119924 0.017707 0.028194 0.00986172 0.0124618 0.0765964 0.0496837 0.0425634 0.0470248 0.00904696 0.0177109 0.0101626 0.00937894 0.0125005 0.032917 0.00885491 0.00813419 0.00668099 0.0137804 0.0484192 0.00822027 0.00685654 0.00597669 0.00721469
threshold=181.33671263215004 8.1436447804000007 13.3584252364 45.169600924000008 199.03437346465003 46.435439118750004 23.203497038450006 197.90890142995002 14.451165964200003 14.351157895250003 40.309074029200012 21.566902724800006 93.281431752200021 16.485385178400005 22.589037079550003 21.991679690250006 264.72530087330006 93.281431752200021 278.75859950360007 13.405476405600002 219.24808729375005 22.604947139800004 186.57794620975002 23.445318439400001 86.420486603250012 64.407391431150018 13.531614672700002 16.525386113000007 61.93400995115001 117.57971633515002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 6 5 -5 7 8 -4 21 11 -11 -13 -14 -15 17 -17 23 -18 -20 -21 -2 -23 24 -8 -26 -25 -28 -12 -30
right_child=2 -3 3 4 -6 -7 15 -9 -10 10 28 12 13 14 -16 16 18 -19 19 20 -22 22 -24 26 25 -27 27 -29 29 -31
leaf_value=-0.0026094044797756993 0.0037750130813880723 -0.041530465325672491 -0.069054856417761976 -0.097623209251232967 -0.0021485002875763332 -0.02381480270507175 0.0016296637633826236 -0.001357680780190625 -0.0050567975999908227 0.0023363394759670308 -0.0040164395620357184 0.10056812439158365 0.075539081091873475 0.035716392743577095 -0.10290915029878285 0.019643269776352196 -0.0097498391899201748 -0.013782215767949711 -0.00098967029479670506 0.057946210152213296 0.0051431004534052095 -0.0012899154531102299 -0.010587761456409018 -0.011987482692967094 0.10025200984071468 -0.010500972142290302 0.00017435218882608011 -0.011017983809062657 -0.0005012332301778861 0.0098779833686784349
leaf_weight=1.1003681372951266 2.357342606176756 0.042503088683588319 0.11995025209296883 0.082501036364958646 0.61048161275262558 0.035548471813307003 0.50549498200417531 0.53641714728232159 0.16154498775722459 1.7761614190239927 1.517632878642871 0.13865256414283056 0.079666051547974348 0.058451654630516714 0.042091832982123378 0.66998018256822378 0.58174385377878968 0.55315158495795813 1.4900223240256312 0.14318108374936844 0.6728818002630419 3.6666301237715686 1.2657147579493537 0.59231622656807559 0.067066777177387848 0.095942912106693257 24.966865774980992 0.55961622503673325 1.6176172101121795 1.1428780383585033
leaf_count=1506 95 20 34 38 56 30 2 29 29 84 45 14 12 42 14 20 15 9 6 21 84 58 33 11 71 20 1531 15 57 33
internal_value=2.46701e-06 -0.00405687 0.000103086 -0.000378057 -0.0140175 -0.0753971 -6.47539e-05 -0.0120164 -0.0323275 0.00124564 0.00411896 0.0104379 0.0555663 0.020942 -0.0223182 0.000251619 0.00499509 -0.000365648 0.00159669 0.00445902 0.0144076 -0.00126641 -0.00367588 -8.85988e-05 0.00978284 0.0350659 -0.000341256 -7.1017e-05 0.00102452 0.00379589
internal_weight=47.2504 1.14287 46.1075 32.4447 0.728531 0.11805 31.7162 0.817912 0.281495 13.6628 6.37315 2.09502 0.318862 0.18021 0.100543 30.8983 3.55781 27.3405 2.88783 2.30609 0.816063 7.28969 4.93234 26.7873 0.668505 0.16301 26.1188 25.5265 4.27813 2.7605
internal_count=4034 1526 2508 2021 124 68 1897 92 63 487 301 166 82 68 56 1805 146 1659 126 111 105 186 91 1650 93 91 1557 1546 135 90
is_linear=0
shrinkage=0.1


Tree=394
num_leaves=31
num_cat=0
split_feature=15 5 10 4 17 0 7 0 4 2 15 10 15 8 19 16 19 15 5 18 2 5 6 15 19 13 16 5 19 16
split_gain=0.00201174 0.0044687 0.0263644 0.0188787 0.0364567 0.0201107 0.00662015 0.00999464 0.00607284 0.0046554 0.00935957 0.00759748 0.00777501 0.00441232 0.0100776 0.00397917 0.00384677 0.0050103 0.00553831 0.0225877 0.064619 0.0060804 0.0204659 0.0963001 0.0674372 0.0747571 0.0421616 0.0272903 0.00957006 0.0185407
threshold=46.683480308100009 24.279163357700003 62.116825104000007 313.22340827140005 189.31157886915003 86.162394622750014 23.271765593750004 88.872360418250011 337.15527657900003 90.745765132650021 35.098844929350008 61.622148808000013 43.401366108000012 10.441851282850001 13.851117550450002 19.254954973500002 14.651182102100002 45.169600924000008 22.649179082500002 13.405476405600002 219.24808729375005 20.911722254300006 16.355382140900002 37.870720399650004 14.351157895250003 117.38883580790001 20.784951395750003 21.955793948900006 14.351157895250003 22.534947303500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 9 8 7 -4 -5 10 -3 12 13 14 15 -11 17 18 21 -20 -21 -1 23 -23 26 -26 27 -25 29 -24
right_child=-2 2 6 5 -6 -7 -8 -9 -10 11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 22 28 24 25 -27 -28 -29 -30 -31
leaf_value=0.00045501042896507776 -0.0034353278689178614 -0.10032364523355485 -0.06150766438755853 0.052020486531302312 -0.092361859636597252 0.10044116514729169 0.1002002084485789 0.097785263246768242 -0.066764308142615539 -0.019947953863574376 0.011456523980146941 0.0026301906419422525 0.097087857755193713 0.091161679510867677 -0.10021026645320051 0.077764177855815783 0.0075068007571970873 -0.0067431869175227574 0.00047140913746059309 0.066710703713143665 0.0019374585703313821 -0.096454163299024231 0.0025033722461001015 -0.10109435264549721 0.023299718101070607 -0.088714689459842899 0.081271597376475407 0.048663523142612769 0.0012846806908188425 -0.0099554256276428721
leaf_weight=25.384641971532332 1.6415865715691413 0.012542589491374545 0.0074610950662679079 0.0065764219430093354 0.041917523259328959 0.037592347711324692 0.036074231192996464 0.0083437644054011884 0.012455684490557672 0.0070651817220053195 0.018597994952870067 0.52293994414401368 0.017589290044270456 0.0059454101428855202 0.0076535433554170132 0.010162418764821268 0.67229832506381981 1.1116737590490391 5.3644000715341003 0.20627132290448447 0.60797575150590966 0.12964585687922081 2.0750900305586395 0.025140702385073155 0.12063889144337736 0.11771910928655416 0.12325208328547888 0.023582190007203963 6.0323743109074712 2.8146119400989846
leaf_count=2476 136 46 48 5 37 3 10 11 61 182 11 75 4 4 69 34 49 38 148 35 46 123 22 28 36 25 37 14 173 48
internal_value=3.95234e-06 0.000127868 0.00776796 0.00267747 -0.00218699 0.0580373 0.0765555 0.0225869 -0.025719 0.00408675 -0.0335655 0.00613891 0.0440367 0.0137663 -0.00472757 0.0376916 -5.06173e-07 -0.000114858 5.64024e-05 0.00282704 0.0183463 -0.000408192 -0.0023199 -0.0213241 0.00241351 -0.0320214 0.0501405 -0.0286106 -0.00138035 -0.00466817
internal_weight=47.2038 45.5622 0.752917 0.701038 0.644414 0.0566245 0.0518791 0.0158049 0.0190321 0.602496 0.0311406 0.571356 0.0484158 0.0308266 0.0248811 0.0172276 44.8093 44.137 43.0253 6.17865 0.814247 36.8467 11.4621 0.539979 0.410333 0.238358 0.171975 0.0487229 10.9221 4.8897
internal_count=4034 3898 600 531 462 69 69 59 66 425 57 368 293 289 285 216 3298 3249 3211 229 81 2982 506 263 140 61 79 42 243 70
is_linear=0
shrinkage=0.1


Tree=395
num_leaves=31
num_cat=0
split_feature=18 18 0 13 5 0 0 3 18 6 16 5 17 16 10 0 7 19 7 18 17 18 0 16 9 15 4 9 6 6
split_gain=0.00200124 0.017971 0.0105051 0.0868205 0.0655055 0.0248154 0.0139957 0.00768083 0.0136188 0.0105171 0.0383998 0.00993005 0.00718811 0.00536777 0.0314205 0.0200716 0.0054224 0.00501269 0.0119971 0.03473 0.0278245 0.00550948 0.0116321 0.0144321 0.00523669 0.00454571 0.0404779 0.014198 0.00453422 0.006208
threshold=13.4793103924 13.531614672700002 86.329079026800017 117.55820867010002 23.730745871350006 85.812895065800021 85.791387400750025 92.598563387050021 13.342238590850002 16.375382608200002 22.584947186600004 21.566902724800006 199.37824381300004 22.574947209950004 61.950140699950005 86.20003303655001 19.078733418100004 14.351157895250003 23.314707969200004 13.043896815850003 186.57794620975002 13.3584252364 85.995710218650018 22.624947093000003 193.67618212375001 40.682889193900003 159.10550013555002 188.63457064660003 16.565387047600002 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=7 -2 3 -3 -5 6 12 8 -1 10 -9 -12 -6 14 15 16 -11 18 19 24 -21 22 25 -24 -15 26 -19 -28 29 -4
right_child=1 2 28 4 5 -7 -8 9 -10 13 11 -13 -14 17 -16 -17 -18 21 -20 20 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014103099442896972 -0.016865549773446935 -0.1021184875875782 0.000155074903147545 0.086085142592854089 0.027076731946645116 -0.10120335460088577 0.10042216340591488 -0.0020671908027520103 0.018616471542897771 0.016602063732583019 -0.035488411217290627 -0.10128933436199526 -0.10013751930993404 -0.0025889459444374983 0.0029809303072113702 0.10090154960072112 -0.10017626710618902 -0.0030874766190419475 0.0033506037051734641 -0.00080962352026010896 -0.030864515401186766 -0.0026938099215554597 0.00079444294979207585 0.022314523778923956 0.0063458505302065038 -0.00025223711268534602 0.088132366142120167 0.025506334497430911 0.0085270574642577826 -0.007620617949661599
leaf_weight=0.71955629942183097 0.65720694248844225 0.084621773468362416 26.062536566181116 0.080197959956421982 0.0087943341249001605 0.03787373562954599 0.012659098953008652 0.52210560517410343 0.64298890988274593 0.022030420161885611 0.041466150403721258 0.051317427301416529 0.0089740270041147596 1.6257401965935394 1.6495157893409667 0.055176509544253349 0.0048518929251919465 0.61101011608843503 2.5942818569019437 0.5112021991478739 0.77505317453869793 2.0794042712703913 0.60499203565996118 0.64267168188234791 1.0996942100608746 4.1140828042836901 0.06987000082153827 0.07512362403520001 0.61571186644232412 1.0688802621407365
leaf_count=81 30 42 2615 11 33 11 1 125 49 218 15 30 20 29 149 3 146 48 13 10 40 33 15 38 24 101 14 35 41 14
internal_value=3.59211e-06 -0.000520215 -0.000136292 -0.0212757 0.0247923 -0.0471765 0.020072 0.000813899 0.00804038 0.00023975 -0.0126019 -0.0718821 -0.0371737 0.000717302 0.00598542 0.0663804 -0.00447484 0.000101072 -0.00194878 -0.00537578 -0.0189197 0.00175302 0.00326448 0.0118794 0.00101618 0.00105742 0.00818443 0.0556848 4.13134e-05 -0.000151259
internal_weight=47.1496 28.6375 27.9802 0.233121 0.148499 0.0683012 0.0304275 18.5121 1.36255 17.1496 0.614889 0.0927836 0.0177684 16.5347 1.73157 0.0820588 0.0268823 14.8031 6.60597 4.01169 1.28626 8.19715 6.11775 1.24766 2.72543 4.87009 0.756004 0.144994 27.7471 27.1314
internal_count=4034 2818 2788 118 76 65 54 1216 130 1086 170 45 53 916 516 367 364 400 116 103 50 284 251 53 53 198 97 49 2670 2629
is_linear=0
shrinkage=0.1


Tree=396
num_leaves=31
num_cat=0
split_feature=9 9 14 2 15 12 19 8 18 0 15 19 9 4 4 17 9 17 14 4 0 13 16 9 9 4 16 15 8 7
split_gain=0.00206793 0.0105148 0.00457022 0.0337994 0.0190059 0.0146519 0.0229243 0.0171681 0.0150738 0.00533041 0.00433512 0.00859827 0.00338358 0.0580068 0.00326839 0.00326584 0.00331365 0.00237308 0.0228915 0.023248 0.0125588 0.0631174 0.0143527 0.0104149 0.0604301 0.0117964 0.0564311 0.0135486 0.0106145 0.0106829
threshold=211.04147598835002 212.35746315350005 274.83340751960003 195.37902863565003 45.169600924000008 362.74080173280009 14.151141757350002 8.4434108459500017 16.587089536200001 94.773526014550015 26.135540888150004 11.550931964450003 208.80656562110002 190.76656781990002 191.03149642590003 212.98902586740002 207.69346988305003 197.01076493205002 171.16849715720005 161.32746469610001 86.565663342300013 117.55283175385001 22.634947069650003 197.55459634620004 195.10791980860003 193.73972847335003 22.614947116400003 19.096840641000004 8.543332867800002 23.9417051038
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 14 9 5 6 7 8 -5 -4 11 -10 15 -14 -3 16 17 -1 19 -19 21 -20 -23 24 25 -22 27 -27 29 -25
right_child=1 2 3 4 -6 -7 -8 -9 10 -11 -12 -13 13 -15 -16 -17 -18 18 20 -21 23 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=0.00051657130726737264 -0.014329766305400227 -0.0079381969249673629 0.10016756790251849 -0.10044486325076961 -0.088451648995122936 0.089754849004866036 -0.05580370393867904 0.073877788218443471 0.079213396795680402 0.041476762144848113 0.09039448923944271 -0.10006158687900445 0.07204566873892243 -0.0015559223484941887 9.0981597567560994e-06 0.0075670473917695061 -0.0072835621744677245 -0.076865052554108512 -0.10198120705119083 -0.0059312434980602277 0.01129056048722072 0.041041626609176457 -0.019128954528274102 -0.015169346840799226 0.072956753536105506 0.071092998199824883 0.0029344418338277658 -0.10111835035775169 0.011215321930407158 -0.0013295577333575293
leaf_weight=30.177896403760212 0.59816901646251963 0.59049217488217198 0.036964164994742421 0.014429983306058602 0.026025524388387566 0.017642668825232022 0.05559400787069535 0.03966411536126202 0.0056011389468153538 0.026617942946472795 0.0081349282072551432 0.0051214999259627803 0.11817039757988723 1.140852198427069 4.1853387578689194 0.57544673822577053 0.61842276701236087 0.079634552224889243 0.071065770718125587 0.11006160118267871 0.5732476845732879 0.080540343268012293 0.078070143179502338 0.61573125049471844 0.12998906416930811 0.004886896660875272 0.516193519346416 0.070110214858805975 0.60467771065304976 5.9219238246803343
leaf_count=2306 87 69 9 30 14 49 39 23 24 42 19 60 23 160 159 165 55 52 28 25 13 27 13 13 21 154 6 115 34 200
internal_value=3.76448e-06 -0.00179824 -0.000302519 0.013288 -0.0097169 0.00430004 -0.00742849 0.0294366 -0.0235177 0.0755973 0.0353477 -0.00641448 0.000247428 0.00535224 -0.000973519 8.76616e-05 -2.08812e-05 9.41827e-05 -0.00134514 -0.0357093 -0.000592953 -0.0236649 0.0114249 3.51411e-05 0.0082883 0.0010692 -0.00884193 -0.0898969 -0.0014606 -0.00263302
internal_weight=47.0967 5.6098 5.01163 0.235796 0.172214 0.146188 0.128546 0.0729517 0.0332876 0.0635821 0.0188576 0.0107226 41.4869 1.25902 4.77583 40.2279 39.6525 39.034 8.85613 0.189696 8.66644 0.229676 0.15861 8.43676 1.29443 1.16444 0.591191 0.0749971 7.14233 6.53766
internal_count=4034 624 537 309 258 244 195 156 133 51 103 84 3410 183 228 3227 3062 3007 701 77 624 68 40 556 309 288 275 269 247 213
is_linear=0
shrinkage=0.1


Tree=397
num_leaves=31
num_cat=0
split_feature=0 4 6 12 4 15 5 6 6 16 13 0 15 6 16 2 17 19 15 15 9 9 3 8 15 10 3 10 5 16
split_gain=0.00211409 0.0451239 0.0125923 0.0343309 0.031271 0.0265442 0.0119551 0.06662 0.0262093 0.0253789 0.00854932 0.00711739 0.00414749 0.00331271 0.00267882 0.0104542 0.0531214 0.00521184 0.00811902 0.0373135 0.0199334 0.0116127 0.0079664 0.0050986 0.0044337 0.0356492 0.0740676 0.0884039 0.0229077 0.0112763
threshold=98.142164052000012 169.88079978325004 12.350288562550002 93.660658182900008 299.71779688575003 13.019805569300003 16.424511567200003 13.78532209185 13.65531905435 18.474956797500003 101.32529847850002 97.39208423365001 18.946678378300003 11.805275828400001 15.404963976500001 74.580378076100018 181.44667750215004 12.651020723000002 26.912781836550003 24.719476717350002 190.49354742400001 187.45330412110005 82.69159517635002 3.6471537973500001 30.501457990950005 69.999384342500022 86.272621406050021 66.590419433100024 21.072048321250005 18.874955862150003
decision_type=2 2 2 2 2 2 2 2 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 13 -4 5 -5 7 8 9 10 11 -1 -7 -3 15 -8 -17 22 19 -19 21 23 -16 -21 25 26 -20 28 -28 -27
right_child=1 2 3 4 -6 12 14 -9 -10 -11 -12 -13 -14 -15 17 16 -18 18 24 20 -22 -23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.10016081962732692 -0.10062565371183654 -0.0011034414811244319 0.094270460922767349 0.047307625282950932 0.053352701081898393 -0.047931437583067234 0.00076142739595395025 -0.0044984931903953905 0.087000691764864593 0.06581824843504161 -0.10042588875586729 0.065968222459489148 -0.10047408916125949 0.0069321266428299519 0.014829993628338742 -0.0041498991620793823 -0.10124714615295094 -0.0030202478323282491 0.088753943450580658 0.05026095468181329 -0.093755616847610954 0.10016121877743248 0.00033902747772647702 -0.10044680590906474 -0.00010630961062314333 0.0036550471498845434 0.086723409828876191 -0.05929015170978174 -0.031596220851560872 -0.012123196808306426
leaf_weight=0.0039051200050000956 0.04592133456151426 4.1071521485908198 0.019752049585804232 0.016519638440513518 0.025388380205262351 0.018730973402540485 1.5436088579087344 0.5965636381006334 0.13615158782340586 0.037085714064232889 0.018349799871536732 0.0075934365605974108 0.075893152454227675 0.58627243764045989 0.60416782762331322 0.49489189016748047 0.063584324612571574 1.0625680564661397 0.14481524439179283 0.0032709366569178 0.072243391676238389 0.0093860835768282413 1.0196233566236967 0.0071556687870639735 33.767187975049495 1.7112857153115331 0.086838678806088865 0.12549784329894464 0.020162484917250367 0.61599131343245961
leaf_count=78 54 1176 2 9 30 24 11 32 13 25 54 15 81 56 15 181 62 128 17 18 44 2 140 111 1386 96 23 35 92 24
internal_value=3.22525e-06 -0.00196375 -0.00102953 -0.0289538 -0.0467806 -0.0696539 0.000231674 0.0123424 0.0618123 0.0105762 -0.0580605 0.00954776 -0.0900732 -9.969e-05 -2.51596e-06 -0.00348042 -0.0152047 0.000183747 -5.56362e-05 -0.00831152 -0.0693867 0.0194702 0.00573072 -0.0531682 0.000205729 0.00410157 0.0326148 -0.00235226 0.0644282 -0.00052119
internal_weight=47.0476 4.89563 4.84971 0.156284 0.136532 0.111144 42.1519 0.799649 0.203086 0.0669341 0.0298484 0.0114986 0.0946241 4.69342 41.3523 2.10209 0.558476 39.2502 37.6264 1.15462 0.0920561 0.0198127 1.62379 0.0104266 36.4718 2.70459 0.377314 0.232499 0.107001 2.32728
internal_count=4034 1432 1378 146 144 114 2602 217 185 172 147 93 105 1232 2385 254 243 2131 1976 303 175 131 155 129 1673 287 167 150 115 120
is_linear=0
shrinkage=0.1


Tree=398
num_leaves=31
num_cat=0
split_feature=19 5 12 7 15 15 7 4 13 3 19 12 9 9 17 5 7 9 6 18 15 10 10 5 5 13 18 7 6 16
split_gain=0.00206469 0.00480345 0.00215646 0.00694816 0.0225216 0.00866933 0.00539293 0.00796105 0.00527386 0.0352012 0.0347674 0.0330617 0.0560166 0.0267046 0.0188303 0.0661184 0.0567481 0.0153773 0.0201284 0.0147559 0.0136714 0.0423463 0.0559402 0.0275463 0.00985468 0.0124029 0.00777535 0.00505668 0.00625192 0.00459095
threshold=14.651182102100002 22.53967987815 147.88310320375004 22.444423115000003 38.213426205600008 37.491361913600009 22.721067571950005 221.59709273005004 109.46594969745001 83.538459487450012 13.451085274650001 124.10890780100002 197.02865361825005 196.26893085885004 196.70243143610003 19.925387549600003 23.667467222350002 203.36975145060003 14.955349429350003 13.603286548350003 30.243446395250004 69.999384342500022 68.20618276945001 18.160071980500003 21.723721974650005 120.87576600310001 13.552878921100001 20.873561687950005 16.665389384150004 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 8 4 5 27 -5 -8 9 -1 11 12 13 19 20 16 -16 18 -13 -11 21 22 23 -10 -25 -26 -22 28 -4 -9
right_child=1 -3 3 6 -6 -7 7 29 14 10 -12 17 -14 -15 15 -17 -18 -19 -20 -21 26 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=9.0440924677613702e-05 0.010494614955649777 -0.0021405657711967164 0.031433615153814397 0.0085042976295856935 -0.072608592110808029 0.10018507023289591 -0.0089735948606121923 -0.0014593099341139782 -0.10132158597050363 0.065285002525278399 -0.090619344186006284 -0.10041003255616193 -0.10067413760462376 0.1005441950632165 -0.048295795746908385 0.087744860672802141 0.042933182232397671 0.091281606191780607 0.072481349629471933 -0.10054629253625441 0.0012079150283461331 0.00093654956422605071 0.095168669855491425 0.10011001894595509 -0.087055520354501592 0.092440123275611116 -0.010455624736923425 -0.10011970710538463 -0.10004875057166296 0.0015269339623677405
leaf_weight=11.559632416215985 0.59368442901177221 0.61005050494532043 0.026516109432358381 0.6305509580123666 0.051784981266933983 0.011152003891766071 1.1527725462755167 15.362381868221293 0.025866770767603131 0.0082257867104548188 0.082454005525960383 0.01278531205011646 0.070543111313952522 0.02875985112041235 0.13656863046344447 0.1146949648464215 0.1361701050773263 0.034679009832046859 0.01422693299456057 0.015432618187697589 7.228827003147785 0.5523432083427906 0.12157078640302643 0.014156416524201632 0.009518828711172489 0.0064635956587153478 0.62062704966956506 0.0044897206454856944 0.0041875334933969546 7.7429169841104786
leaf_count=508 29 48 129 65 25 2 29 1638 6 88 56 44 137 2 27 23 30 12 26 31 329 8 20 5 245 9 31 111 103 218
internal_value=2.98402e-06 0.00409113 -0.000104509 -0.000730604 -0.0272876 0.0233528 -0.000625895 -0.000863221 0.000647844 -0.000738868 -0.036629 -0.0125204 -0.0424922 0.0358074 0.00247684 0.0240413 -0.00274796 0.0472185 -0.00935081 -0.0428884 0.00150302 0.0145937 0.0570734 -0.0256195 0.0393521 -0.0144641 0.000285722 -0.000993648 0.0135013 -0.000458577
internal_weight=46.984 1.20373 45.7803 24.9868 0.0981303 0.0463454 24.8886 24.2581 20.7935 11.8267 0.267107 0.184653 0.122961 0.0524183 8.96681 0.387434 0.272739 0.0616913 0.0270122 0.0236584 8.57937 0.72992 0.177576 0.0560056 0.0301388 0.0159824 7.84945 0.0351934 0.0307036 23.1053
internal_count=4034 77 3957 2320 370 345 1950 1885 1637 904 396 340 258 121 733 80 57 82 70 119 653 293 285 265 259 254 360 343 232 1856
is_linear=0
shrinkage=0.1


Tree=399
num_leaves=31
num_cat=0
split_feature=0 7 2 5 8 14 6 18 13 5 8 16 17 2 3 6 9 6 19 10 16 18 15 0 9 2 9 7 6 16
split_gain=0.00172648 0.0170538 0.0412188 0.0135553 0.0837083 0.00563502 0.0301508 0.0326223 0.011755 0.00563775 0.00557016 0.00476758 0.00926247 0.00420178 0.004192 0.0034374 0.0032371 0.00297255 0.00292037 0.00926125 0.00412722 0.00241895 0.0177149 0.0243707 0.0225181 0.0127319 0.00204284 0.00917727 0.0206366 0.00856801
threshold=96.959242474650011 23.974509389900003 115.07851450450001 16.569990495050003 8.0437227585500022 274.83340751960003 13.65531905435 17.323446153950005 95.862351557400004 12.451585980350002 7.2443465838000014 17.684958644900004 202.13833745355001 137.02423825130003 78.258327719250005 11.545269753400001 38.295222230400007 8.5652001245500013 12.751028791950002 72.187789260650007 15.404963976500001 15.981927061500002 20.520114807950005 102.70985441565001 208.27565494345001 90.745765132650021 217.73656073310005 26.0252225485 18.080422446150003 20.574951886800005
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 7 9 10 15 17 12 -10 -4 -14 -7 -15 -9 20 -20 21 25 23 24 -23 -3 -5 28 29 -28
right_child=1 5 13 26 -6 6 -8 8 11 -11 -12 -13 14 16 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0016070723333723004 -0.10281189309515999 -5.6851812891550088e-05 0.098882860291133218 0.0001508038147702246 0.096776218284564758 -0.10002795839405512 0.071505909587559771 -0.10001967166894893 0.1000773304022675 -0.10020878026456964 -0.10029505750844668 0.10009658569609044 -0.10005986654469681 -0.10006989138839756 0.028396408775465367 0.10007988026932926 0.080304515875156968 0.09785662259860306 -0.00027111324797638987 -0.015020073649205788 0.0071058775831961797 0.091130669460689664 -0.00060831951319427675 -0.10015857356968659 -0.00021004457732487071 -0.016264987015479768 -0.10059322372873836 0.00031270386436136808 0.021662409401043248 -0.032995362910103423
leaf_weight=0.51212707891040921 0.046274887020339217 3.0745721277309026 0.014486522607796815 36.855360688671304 0.10405338698183186 0.0013327612208816611 0.062356692505090905 0.0010313662968186596 0.009382953867316246 0.035155642276604837 0.0079098900210397005 0.017663910519331694 0.0052320217346277786 0.0021566268251751444 0.004938265192322433 0.0024119517765939236 0.0018471401184720904 0.0028765959905285854 1.4972764179110529 0.59489797138979827 0.69621794126970815 0.064510166583261586 2.0395272300750094 0.011477018523517124 0.046405108034377918 0.57534221533623142 0.032986181994885011 0.5181350798928861 0.047685706266747729 0.043447921642837173
leaf_count=138 14 83 16 2195 14 166 27 284 5 105 94 17 30 75 10 1 33 2 6 127 50 27 33 245 27 88 23 35 38 26
internal_value=3.41748e-06 -0.00125778 -0.0523834 0.000295117 0.0150068 -0.000879381 0.0183169 -0.0194004 0.0348495 -0.087784 -0.0520387 0.0624398 0.0284216 0.0738219 -0.0376869 0.0288605 -0.0168541 0.0456343 -0.00121484 -0.0044649 -0.000170034 -0.00104164 0.00160917 0.0385611 0.0529152 -0.00261177 5.3368e-05 -0.00553792 -0.0299612 -0.0621681
internal_weight=46.9291 8.81528 0.0647652 38.1138 0.61618 8.75052 0.150292 0.0879354 0.049035 0.0389004 0.0118179 0.0372172 0.0195532 0.0184903 0.0101703 0.00374471 0.00400377 0.00390796 8.60023 2.09217 6.50805 5.81183 2.16192 0.122392 0.110915 3.64991 37.4976 0.642255 0.12412 0.0764341
internal_count=4034 1565 138 2469 152 1427 741 714 442 272 380 62 45 124 40 167 108 286 686 133 553 503 332 299 54 171 2317 122 87 49
is_linear=0
shrinkage=0.1


Tree=400
num_leaves=31
num_cat=0
split_feature=19 5 12 7 15 15 7 6 7 4 16 13 12 13 0 16 13 16 10 0 0 13 18 18 0 6 9 7 17 7
split_gain=0.00168815 0.00387361 0.00195952 0.00602226 0.0195076 0.00794461 0.0044685 0.0054794 0.00435834 0.00638537 0.00459172 0.0131118 0.00419929 0.00551368 0.0572042 0.0257574 0.0441989 0.0234372 0.0238429 0.0263434 0.0180657 0.0232358 0.0721084 0.0653834 0.0373284 0.0153664 0.0573807 0.0221827 0.00892103 0.00705249
threshold=14.651182102100002 22.53967987815 147.88310320375004 22.444423115000003 38.213426205600008 37.491361913600009 20.873561687950005 16.665389384150004 22.721067571950005 221.59709273005004 9.719977270450002 95.862351557400004 144.57070813310003 109.49014582065001 96.531777631850005 18.754956142750004 108.17011287860002 18.684956306450005 71.015621515800021 94.625660817400004 93.399723909900004 113.0174028878 14.444150028100003 13.927976454650002 92.313586825200005 16.405383309150004 191.29995577870002 23.051546669900002 172.24349499320002 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=2 -2 12 4 5 6 7 -4 -5 -10 11 -11 13 14 15 16 -1 18 19 -18 21 22 23 24 28 26 -23 -28 -15 -17
right_child=1 -3 3 8 -6 -7 -8 -9 9 10 -12 -13 -14 20 -16 29 17 -19 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10044439166611803 0.0094886622705210085 -0.0018801335193767599 0.028580860782240276 0.0076377793368159266 -0.069303708029001473 0.10016741050311406 -0.10010855298165203 -0.10004411810688772 -0.008054621614380586 -0.10039808117395051 -0.00048311584496615211 0.10007821921864296 0.0087832695278851763 -0.10133619720594506 -1.5190629679801644e-05 -0.039640434729788981 -0.045385420870167725 0.095568715065042054 -0.10070727392310022 0.10022209370189349 0.017953998312238876 -0.00098604334614360144 0.056190197328772375 -0.10163356256394702 0.10030042661027494 0.00041271935109133805 0.029313536480312308 0.092986215057607235 0.0028952073585679248 -0.10051506826617507
leaf_weight=0.047478014794710144 0.58938807604135834 0.60975980806233565 0.026267247451991715 0.6268603581467741 0.049252131996524895 0.010090920142829418 0.0040028900930348934 0.0037897746997899153 1.1577525504750408 0.0043295349071880143 23.073584421992678 0.013235789316240698 0.6123535574981237 0.017432952478667718 10.987778848199696 0.024965267482912168 0.025730102277577771 0.027404091262724251 0.021689327562853578 0.02402899251319468 0.67590547408326607 0.61164089492621077 0.073373453109525144 0.12804275640519336 0.031257961527444422 7.1034058460993066 0.11924259574152529 0.10111052024876699 0.015523351033721156 0.08006889803436934
leaf_count=195 29 48 129 65 25 2 111 103 29 356 1493 7 75 26 472 11 40 4 65 4 24 46 12 26 9 487 23 19 27 72
internal_value=3.91931e-06 0.00370769 -9.32712e-05 -0.000689908 -0.0260345 0.0222341 -0.000855189 0.012363 -0.000594744 -0.000807564 -0.000444208 0.0506644 0.000625428 0.000377095 -0.00109425 -0.0482625 -0.0211421 0.0169461 -0.0132096 0.0249294 0.00223997 0.000944867 -0.0281482 -0.0603354 0.0220129 0.00191873 0.0147768 0.0585302 -0.0522403 -0.086046
internal_weight=46.8967 1.19915 45.6976 24.9692 0.093403 0.0441508 0.0340599 0.030057 24.8758 24.2489 23.0911 0.0175653 20.7284 20.1161 11.2391 0.251365 0.146331 0.0988525 0.0714484 0.0497591 8.87694 8.20103 0.26563 0.192257 0.0642143 7.9354 0.831994 0.220353 0.0329563 0.105034
internal_count=4034 77 3957 2320 370 345 343 232 1950 1885 1856 363 1637 1562 863 391 308 113 109 44 699 675 100 88 62 575 88 42 53 83
is_linear=0
shrinkage=0.1


Tree=401
num_leaves=31
num_cat=0
split_feature=5 6 8 6 0 18 2 19 3 16 6 7 8 16 2 2 7 9 16 6 8 9 6 19 6 16 5 4 16 10
split_gain=0.00154673 0.0299907 0.0237528 0.0208512 0.0438242 0.0104301 0.023777 0.0178896 0.0113992 0.00659108 0.00755243 0.00487247 0.00916415 0.0044497 0.0115092 0.00357043 0.00341102 0.0032174 0.0265613 0.0214999 0.0197301 0.00423405 0.00688927 0.003606 0.00678986 0.00338478 0.0062702 0.00348223 0.0197308 0.0282903
threshold=22.649179082500002 16.355382140900002 8.1436447804000007 16.235379337050002 87.170566421650008 13.204532713600001 188.47750099235003 14.251149826300002 93.69276584615001 22.644947046300004 15.885371159150003 23.974509389900003 8.4434108459500017 22.674946976100003 168.06224882620003 179.86602224190003 24.225158517200004 184.85936449530001 22.654947022900004 16.455384477450004 8.0437227585500022 186.68586460755003 16.415383542800004 12.651020723000002 12.05528166975 22.654947022900004 22.53967987815 286.25887787650009 22.554947256700004 67.074341896550024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 9 -4 -5 8 -7 -8 -3 10 15 12 -9 17 -15 -2 -13 18 19 20 23 22 -19 24 -1 26 27 -23 29 -29
right_child=1 5 3 4 -6 6 7 11 -10 -11 -12 16 -14 14 -16 -17 -18 21 -20 -21 -22 25 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10045239390765862 0.070470914795449188 -0.014220260737959428 -0.095716568427035215 -0.10096836806441858 0.10010798539917434 0.02158365135055143 0.017659391422776834 0.00048326186383158549 0.00031546777963273212 0.10013836754607691 -0.10014230881962227 0.010702421539375784 -0.013151803284426711 -0.0146496905931274 0.0049175794676398618 -0.03296209835162394 -0.00050287752309043164 -0.0020966719105066055 -0.10081155564038698 -0.076073478180690268 0.072511423980370693 -0.00033930729114118376 0.01339380706465268 -0.0014923539808683753 0.058506046839382334 0.006849370717238787 -0.010541583446693058 0.080231691193519 -0.001118584338587464 0.0089742845454417654
leaf_weight=0.0093188637891444825 0.010537081761271661 0.63186040462460269 0.074884792236986186 0.023637685297241973 0.020018650189740583 0.72900390337795773 0.63548448171361371 2.1272256180464746 3.6914096646422756 0.010262852651067078 0.0053539740652865922 0.55565589897713585 0.64159120953448212 0.69742483294976299 0.52830145822372288 0.0048843460454097718 0.53154773145661238 0.5489667877521629 0.028884491184726357 0.037495727432542481 0.037200123217189685 31.439063578736793 0.60189553606323898 0.52774524228609465 0.0037759928551697195 0.67488313872308836 0.58770167364107706 0.07675716917947184 1.1400023062960825 0.20324483105170543
leaf_count=687 30 28 34 33 11 48 31 43 603 4 18 12 47 55 26 46 29 27 8 11 15 1335 36 163 122 27 31 34 45 395
internal_value=2.50158e-06 0.00112741 -0.043303 -0.0636939 -0.00876463 0.00182377 0.00483216 0.00211327 -0.00180898 0.0345736 0.00218528 -0.000448782 -0.00267626 -0.000291073 -0.00621598 0.0377111 0.00522401 -8.88752e-05 -0.00709111 -0.0026932 0.00206675 3.90539e-05 0.00600478 -0.00277858 -0.0546156 -0.000162159 -0.000303637 -0.000120526 0.00472333 0.0285081
internal_weight=46.836 9.69336 0.149579 0.118541 0.0436563 9.54378 5.22051 4.4915 4.32327 0.0310383 0.0207754 3.85602 2.76882 37.1427 1.22573 0.0154214 1.0872 35.9169 0.64442 0.615536 0.57804 35.2725 1.15086 0.54084 0.0130949 34.1217 33.4468 32.8591 1.42 0.280002
internal_count=4034 1017 176 78 44 841 210 162 631 98 94 131 90 3017 81 76 41 2936 1006 998 987 1930 63 972 809 1867 1840 1809 474 429
is_linear=0
shrinkage=0.1


Tree=402
num_leaves=31
num_cat=0
split_feature=6 6 15 17 7 17 17 10 3 17 17 18 18 18 15 18 2 5 6 6 7 6 14 6 19 15 16 16 17 13
split_gain=0.00153058 0.00506926 0.0161947 0.0792309 0.0210403 0.00869298 0.00764045 0.0160778 0.00641788 0.0146236 0.0391958 0.00786411 0.00772656 0.00810285 0.0363901 0.054796 0.0517251 0.00913595 0.0475779 0.045087 0.0418422 0.0198866 0.011577 0.0356573 0.0370332 0.0186157 0.0281138 0.0239814 0.0255978 0.0242407
threshold=16.465384711100004 16.405383309150004 42.246988155050012 203.72643944000004 22.907491544400003 192.20712075930001 187.51563899930002 62.041548276350007 93.394346993650018 190.25644477395002 184.16216363550004 12.844794714750002 13.222029912150001 13.376114027300002 38.884669609800007 13.975517741000003 223.33025333645003 21.024411566050002 16.345381907250005 16.165377701450002 24.081116689550004 16.325381439950004 285.93967426180006 14.935348962050002 13.851117550450002 35.83914456115 18.764956119400004 15.584963555600002 236.15709471040003 102.94912718925001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 -4 6 -3 -8 12 10 11 -10 -1 -14 17 -16 -17 19 20 22 -19 -21 -15 24 25 26 27 29 -29 -24
right_child=-2 5 3 -5 -6 -7 7 -9 9 -11 -12 -13 13 14 15 16 -18 18 -20 21 -22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.011253224676295664 -0.00080857879134587903 -0.00045519290290863012 -0.020933739436020098 0.0026046440569235112 -0.10133963864866735 -0.00088042493213939257 0.022325191442467821 0.0041412543455261663 -0.021372568315203618 -0.0039740965695439241 -0.10070791290557962 0.089071798154147674 -0.011396023778231248 -0.00027399509935998982 0.094139221722717242 -0.099001451462517473 0.056916133816718596 -0.10547628857116367 0.0027404618335131505 0.073076782730592468 0.0028688833857163708 0.011718623273950591 -0.022647145967690942 0.094868338026450755 -0.093147713182903796 -0.10156537938340629 0.099785714605233278 -0.10024352901187741 0.065846902253424475 0.10015662930748555
leaf_weight=0.64471323683964143 15.543387093405071 1.1027467417652581 0.046019486279631816 0.55680081452101149 0.11114482866907238 3.1898233761646182 0.69872008224857074 1.5989684214837323 0.010402232577187642 0.54768117045894904 0.05216407224909192 0.016956066139618198 0.59181902425916888 20.765659840162268 0.10137659858446468 0.039249566525541013 0.046466205489679169 0.087819653795416452 0.52388128230813891 0.12004258146043767 0.059996520334493653 0.094329734332859516 0.030011889629175115 0.052225733641535044 0.033914621679741686 0.011404361607446845 0.04264702503769513 0.031916785187618313 0.013082909040349477 0.034610949223861098
leaf_count=55 963 33 16 53 58 123 43 19 86 20 32 36 32 1389 25 23 32 47 8 22 38 31 605 11 14 29 9 145 28 9
internal_value=2.38788e-06 0.000405668 -0.000252596 -0.0150938 -0.0777959 0.00286945 0.00638707 0.00967093 0.000189787 -0.0097925 -0.0498646 0.0470784 0.000458206 0.000151347 0.000460735 0.0443761 -0.0144791 8.55914e-05 -0.0113966 0.000448881 -0.0615005 0.0460775 -1.65623e-05 0.0213824 0.0019589 0.0216658 0.0308953 0.00409451 -0.0519555 0.0431246
internal_weight=46.8 31.2566 24.6663 0.713965 0.157164 6.59026 3.40044 2.29769 23.9524 0.627204 0.0795224 0.0273583 23.3252 22.6805 22.0886 0.187092 0.0857158 21.9015 0.671697 21.2298 0.147816 0.214372 21.0155 0.249814 0.197589 0.163674 0.15227 0.109623 0.0449997 0.0646228
internal_count=4034 3071 2853 127 74 218 95 62 2726 174 154 122 2552 2497 2465 80 55 2385 93 2292 85 53 2239 850 839 825 796 787 173 614
is_linear=0
shrinkage=0.1


Tree=403
num_leaves=31
num_cat=0
split_feature=8 4 9 12 14 12 4 4 19 5 15 4 2 2 19 2 7 6 6 6 3 10 4 0 9 16 8 19 7 2
split_gain=0.00162294 0.00917368 0.0144128 0.00649741 0.0269008 0.00684103 0.00641905 0.00451182 0.00246314 0.00511116 0.0124272 0.00461595 0.00597834 0.0183443 0.00562956 0.0110091 0.00486346 0.00683275 0.00328493 0.008908 0.0246485 0.00786375 0.0340622 0.00628209 0.00677891 0.0225113 0.0822615 0.034394 0.00980052 0.00371759
threshold=8.8430989333000021 229.04063404465003 217.30761232770001 113.54869230380002 168.39662374755002 69.826413229550027 143.78867033265001 269.4564136126001 14.451165964200003 24.393336510100003 42.713473568600008 278.29044475435006 193.08238555950001 213.11064599365002 14.551174033150001 116.68694986600001 23.626037400350004 16.555386813950005 16.465384711100004 16.505385645700006 93.69276584615001 61.93938686740001 251.46582525270003 86.565663342300013 195.70012057590003 22.644947046300004 8.2435668022500028 14.351157895250003 19.078733418100004 336.30232460240001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 5 -2 -7 -4 18 10 11 14 -13 -14 15 -10 17 -16 21 20 -20 22 -1 24 25 26 27 28 29 -21
right_child=1 2 7 -5 -6 6 -8 -9 9 -11 -12 12 13 -15 16 -17 -18 -19 19 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.026908949567775849 -0.029189055102274392 -0.10061285319843911 0.017131814745542023 0.0039163154486188461 -0.10105702914787212 0.068695766650864132 -0.0038088480014605883 -0.034831758268114431 0.016339334817182489 -0.0071038133636629674 0.01515329277217738 -0.0010202305905493039 0.016120219247879871 -0.049064139679898276 -0.011695637504651399 0.0012733093138815126 0.0069900326578802409 0.0010371467377004839 -0.022368743603013368 0.030133568183612198 0.0016297469142111621 0.00020475820968465761 0.060559500902438494 -0.004548461150326707 0.0050668119554256102 0.00015468520739306624 -0.10193217279411182 0.10058236739679689 -0.10068503681355495 -0.10003703013070056
leaf_weight=0.080979490743294025 0.029900728899518891 0.02412906706589979 0.031426734048068283 0.55220870219255858 0.031334969030893944 0.023825661869068426 0.02504754719817015 0.035679297665410559 0.68168218579376416 0.58104964216481736 0.70927884833292854 0.4966018721461295 0.073138913197908551 0.10537525393738179 0.68209843951626714 1.6811587011325171 0.54163950984366227 1.1029224414378402 0.72479753706647798 0.01524664700103584 1.0450827294939697 28.388827709401671 0.098889697103410334 2.6283056486612395 2.697992859817532 3.4956247504803883 0.089925652187105243 0.041603646247494908 0.013880751973280203 0.0025627777959016376
leaf_count=28 19 34 15 45 19 18 25 26 47 53 73 2 13 58 60 34 7 21 29 178 35 2762 40 37 30 50 19 6 223 28
internal_value=1.6916e-06 -0.00460156 -0.0343297 -0.000506478 -0.0226873 0.00848689 0.0315371 -0.0104965 7.71352e-05 0.00185632 0.00271348 0.00106876 -0.00666223 -0.0223575 0.00218174 0.00561987 -0.00130986 -0.00382835 -0.000223965 -0.00171358 -0.00819806 0.000336819 0.02118 -0.000436281 0.00126395 -0.00154025 -0.0378401 0.0407957 -0.0376937 0.011402
internal_weight=46.7322 0.753553 0.0912351 0.662318 0.110109 0.0787739 0.0488732 0.067106 45.9787 6.65495 6.0739 5.36462 0.675116 0.178514 4.6895 2.36284 2.32666 1.78502 39.3237 10.755 1.76988 28.5687 0.179869 8.98514 6.35684 3.65884 0.163219 0.0732938 0.0316902 0.0178094
internal_count=4034 201 75 126 81 62 43 41 3833 368 315 242 73 71 169 81 88 81 3465 635 64 2830 68 571 534 504 454 435 429 206
is_linear=0
shrinkage=0.1


Tree=404
num_leaves=31
num_cat=0
split_feature=19 5 12 15 19 7 16 9 4 9 17 18 0 17 2 18 13 5 0 17 18 10 2 2 18 3 7 13 12 2
split_gain=0.00175838 0.00315834 0.00174779 0.00281052 0.0455351 0.0248327 0.0194877 0.0144824 0.0140746 0.0138916 0.00432863 0.00364604 0.046676 0.061355 0.0459909 0.0267491 0.0361045 0.0660323 0.0633933 0.0532606 0.0168151 0.0301636 0.0133924 0.0116717 0.00848337 0.00813899 0.0707111 0.0127043 0.00792044 0.00668266
threshold=14.651182102100002 22.53967987815 69.826413229550027 23.735720730600004 12.751028791950002 23.974509389900003 15.454963859600001 201.97224908750002 235.48598737865004 182.80199813410005 171.32005222830003 14.382403557200002 93.953546284800012 207.89802496125003 258.06114663960005 14.104086706500002 109.72404167800001 18.160071980500003 90.767723400200012 203.48482458890001 14.420596409350003 68.34060567600001 127.03026555610002 223.33025333645003 14.349498564250002 84.812788641250009 23.9417051038 109.46594969745001 94.328280857900012 130.66814494305004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 -4 10 -6 15 13 20 -15 -5 24 -18 19 -19 -13 -22 -23 -21 -17 28 -27 -28 -14 -24
right_child=1 -3 3 11 9 6 7 -9 -10 -11 -12 12 25 14 -16 16 17 18 -20 23 21 22 29 -25 -26 26 27 -29 -30 -31
leaf_value=0.0053072621657321711 0.0090335059516466649 -0.0012489153577247857 -0.10272677899027881 -7.4079113913844727e-05 -0.10006922143277125 -0.0014522502869905238 0.077571697905571668 0.0078370746046537883 0.046279622319419372 -0.093253841096029619 0.043187717859950438 0.10084430265649032 0.012247505456622088 -0.079875518746556545 0.048040758435801495 -0.10149117230132927 0.085018275406586602 0.093769017468859142 -0.0867226295024318 -0.054883520397327558 -0.015303404980543334 0.096574213063051473 0.067535555115017243 0.014272324246647455 -0.023350540820539237 0.0058954479199264508 -0.10060277488238833 -0.03499372528144639 0.00037561999940054984 0.0040265156665123458
leaf_weight=0.59033165066875781 0.58543667150661238 0.60995798251315136 0.035838606651805827 28.871069857693655 0.0025959815195616418 5.2825562809350668 0.054194793054235357 0.06611073814019619 0.0077012897670878369 0.070387699519869784 0.011248455372886434 0.075513968011366894 0.60209617363579759 0.066860528731922386 0.04849348941934295 0.064933108043535692 0.059051863150671124 0.051283358753096309 0.11858360521728173 0.068592158087994903 0.0582168010804196 0.08225538743135985 0.033547869883477688 0.037884016515818075 0.01767560994650097 0.52329157767554324 0.082014133647846599 0.046105132671073079 8.4315391790337646 0.032735367330587906
leaf_count=42 29 48 211 1244 46 1047 23 23 199 127 95 6 21 37 42 91 8 13 18 21 20 21 4 38 18 19 125 14 348 36
internal_value=9.37468e-07 0.00378683 -9.85431e-05 -0.000169613 -0.00228049 -0.00115208 -0.000545914 0.0392509 -0.0763707 -0.0752433 0.0163255 0.000126907 0.00176706 0.0353465 -0.026101 -0.00043771 -0.0255533 -0.0109676 -0.0314789 0.0100463 0.0604581 0.0457077 0.0696198 -0.030278 -0.0847716 0.000388437 -0.010407 -0.0769926 0.00116689 0.0361703
internal_weight=46.6881 1.19539 45.4927 44.9024 5.53063 5.4464 5.40286 0.120306 0.0435399 0.0842321 0.0138444 39.3717 10.0827 0.397623 0.115354 29.2891 0.418004 0.335395 0.276343 0.15776 0.282269 0.206755 0.148539 0.106476 0.0826087 9.68505 0.651411 0.128119 9.03364 0.0662832
internal_count=4034 77 3957 3915 1771 1503 1093 46 410 268 141 2144 693 166 79 1451 207 98 90 72 87 81 61 59 109 527 158 139 369 40
is_linear=0
shrinkage=0.1


Tree=405
num_leaves=31
num_cat=0
split_feature=3 17 15 5 8 17 18 18 15 6 6 7 12 16 16 6 3 9 6 9 3 3 18 17 6 16 13 2 9 15
split_gain=0.00152339 0.0225003 0.0520102 0.0632692 0.0115236 0.0076312 0.00664481 0.00509281 0.0184441 0.00484021 0.00475864 0.0107137 0.091594 0.0251301 0.0434196 0.021143 0.0146511 0.00854366 0.00663453 0.00642492 0.0100604 0.00470232 0.00402671 0.00995619 0.00290798 0.0100935 0.00511285 0.00788668 0.0217531 0.00501915
threshold=93.281431752200021 193.82841840970002 41.800301886400014 24.041678002600005 8.2435668022500028 192.94032447935004 13.531614672700002 13.276755824150003 37.870720399650004 16.455384477450004 16.505385645700006 23.165384528550003 190.49103260480004 22.614947116400003 22.584947186600004 16.385382841850003 93.69276584615001 186.68586460755003 15.51536251395 194.56033515110002 93.663192806700025 89.695028606150018 13.131682570750003 188.19076296340003 16.525386113000007 22.544947280100004 117.55283175385001 169.97615743665003 202.49517884540003 42.246988155050012
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -5 10 -3 8 9 21 11 12 13 14 15 16 -2 -15 -18 22 -21 -1 23 -12 26 -26 29 -28 -29 -9
right_child=1 2 3 4 -6 -7 -8 24 -10 -11 19 -13 -14 17 -16 -17 18 -19 -20 20 -22 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0020498392723535203 0.1001639504058298 -0.054606554643754912 0.047192786495750316 -0.00095682167279599226 -0.10083478168566014 0.010814013952400246 -0.10171686964805776 -4.4132238670720567e-05 0.01923441522403117 -0.0048049556754284854 -0.0019256966824654617 9.0365024874500483e-05 -0.096506115070449289 0.0012500915765257755 0.084478171146415301 -0.094574470618652665 0.027794246330786185 -0.015156694665798979 -0.10036307610704405 0.016626296563392453 0.0005136442066500694 0.01090649291426876 -0.0089114079157379383 0.012032065100217986 0.0032809778571603132 -0.010077882188227969 -0.00059294693852145663 0.021707120845893216 -0.00065659275402153586 -0.0088550159986765468
leaf_weight=0.54563147150216884 0.014517973642790394 0.057631440039244253 0.12262311079430788 0.015290981477164678 0.047239095360644967 0.5895182517674592 0.06231077591555545 25.065839220751844 0.646671937778592 1.0679738757899029 3.5707813390121927 3.0629230706108501 0.11371253240243273 0.58816029985609908 0.080866273623541929 0.026596121835382291 0.0078416949247497314 0.68943846625765559 0.0083309538747191603 0.59653111500665534 1.1059142063120218 0.57566376863087498 0.5668432486253322 0.59640511699313936 1.1172781236441545 1.1454362010626935 2.0615557930432256 0.73455346515402187 1.0663479382928924 0.66365216431589047
leaf_count=21 3 15 20 17 58 42 28 2561 26 17 424 22 85 26 17 13 79 40 28 9 108 39 85 30 48 19 15 25 46 68
internal_value=5.69199e-08 -0.000975049 -0.027782 0.00544928 -0.0764108 -0.000271106 -0.0790807 0.00033521 0.004396 1.29947e-05 -0.000863632 -0.00332276 -0.0101579 -0.00322247 0.0372929 -0.029314 0.02724 -0.0076036 -0.0382229 0.000890941 0.00615946 0.00460184 -0.00100372 7.19294e-05 -2.63125e-05 -0.00348157 0.00023789 0.00363046 0.00846514 -0.000271395
internal_weight=46.6141 11.9235 0.305095 0.185153 0.0625301 11.6184 0.119942 34.6906 2.83594 2.18927 11.0289 4.59239 1.52946 1.41575 0.138153 0.0572867 0.0306906 1.2776 0.0161726 6.43648 1.70245 1.1213 4.73403 4.16719 31.8547 2.26271 29.5919 3.86246 1.8009 25.7295
internal_count=4034 1149 138 95 75 1011 43 2885 103 77 969 313 291 206 140 123 110 66 107 656 117 60 539 454 2782 67 2715 86 71 2629
is_linear=0
shrinkage=0.1


Tree=406
num_leaves=31
num_cat=0
split_feature=19 2 15 8 3 15 5 2 10 14 4 2 3 5 0 6 18 0 6 6 8 0 18 13 14 15 7 5 12 9
split_gain=0.0014997 0.00326627 0.00175021 0.00668542 0.0120435 0.00649782 0.0107115 0.00651548 0.00433464 0.00428971 0.0490241 0.0401523 0.0223785 0.0438084 0.0378436 0.0188043 0.0206085 0.0176975 0.0254763 0.0337429 0.0372065 0.0238804 0.0175881 0.0102553 0.0098562 0.00920694 0.00536024 0.00473517 0.00449063 0.00461696
threshold=14.651182102100002 173.34516805710004 45.169600924000008 8.4434108459500017 93.663192806700025 42.713473568600008 23.545618314050007 198.51835910855002 62.009286778800011 274.43194657740008 275.94315914030005 185.72519583365002 93.394346993650018 23.195398057700004 86.479632682150012 13.65531905435 17.399600107550004 88.17067284620002 13.78532209185 14.935348962050002 8.0437227585500022 97.674372337300014 14.420596409350003 98.618021141100016 277.23638966875006 42.493282152450007 19.078733418100004 12.451585980350002 217.19140783420002 217.30761232770001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 8 -5 9 -7 -8 -4 -1 11 -11 14 -14 -12 16 24 -17 -19 20 -20 -22 -21 28 -16 26 -15 -26 -18 -30
right_child=1 -3 3 4 -6 6 7 -9 -10 10 12 -13 13 25 15 17 23 18 19 22 21 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=2.2160816287607005e-06 -0.0018943712608810153 0.0085865814903326506 -0.0042277014363928276 -0.038580788664183019 -0.0046833890943787232 0.015352602273952893 -0.0052823914005346835 0.0052130903024218004 0.0047407159065102214 -0.0047269777072051046 0.065708475160850585 -0.10292063611965829 -0.10164755860943744 0.032496374715224846 0.089021073013462376 -0.0024531276868230176 -0.10023232190226312 0.10013363072953496 0.053885983552150157 0.10020431419488485 -0.10099152409541796 0.053705383680314349 0.014520373908403675 0.069696130550848542 0.021323868148530527 0.10019967800149865 -0.10010129121044427 -0.095703130945276035 0.059142413722699474 -0.10005204619865832
leaf_weight=36.487085115367229 0.57740013004558821 0.61301757328874373 1.0852942197653908 0.12955403320665926 0.54886845964495024 0.69711078292459605 0.93421726919132231 1.6122447764792012 1.0704726683419599 0.078855497698500421 0.087209688202203206 0.088244621397961964 0.057303273559047407 0.0091417115459080378 0.0033089222446566193 2.1313960183740623 0.0070456987736315932 0.039067873149178811 0.035858905657107698 0.044686550604581043 0.054202871546522147 0.012230433324020851 0.051641050456964877 0.018020827912550885 0.0036890304229615358 0.015835160855203867 0.0045741174628628487 0.055090930954994732 0.0056847971764235616 0.0026809620621150998
leaf_count=2320 41 36 53 34 66 56 24 27 57 31 9 13 18 55 14 76 125 13 20 12 95 10 29 42 236 3 58 185 222 54
internal_value=-8.13255e-07 0.0035029 -9.27424e-05 -0.0024989 -0.0111566 6.75791e-05 0.00436936 0.00136263 0.000225677 -0.000287527 -0.00405544 -0.0565825 -0.000729036 -0.0506465 0.000969968 -0.0013208 -0.0448214 0.000433145 0.026315 0.0117951 -0.0282025 -0.0725117 0.0542693 0.0184777 -0.0789054 0.0482514 -0.0117239 -0.0883585 -0.0414127 0.00812561
internal_weight=46.561 1.19042 45.3706 2.83419 0.678422 42.5364 3.24357 2.54646 2.15577 39.2929 2.80577 0.1671 2.63867 0.0868543 2.55181 2.4646 0.0955212 2.36908 0.237688 0.19862 0.102292 0.0664333 0.0963276 0.0334323 0.0620889 0.029551 0.0137158 0.05878 0.0154115 0.00836576
internal_count=4034 77 3957 210 100 3747 107 51 110 3640 1320 44 1276 134 1142 1133 878 255 179 166 125 105 41 443 435 116 113 421 401 276
is_linear=0
shrinkage=0.1


Tree=407
num_leaves=31
num_cat=0
split_feature=16 3 9 13 18 6 18 3 17 8 19 10 9 6 6 16 2 17 5 6 6 0 6 0 6 13 7 0 9 5
split_gain=0.00146244 0.00481811 0.0540228 0.023454 0.0293791 0.0143102 0.0104481 0.0107755 0.00439293 0.00380755 0.003047 0.00720876 0.0114901 0.00885643 0.00516166 0.00998585 0.00454262 0.00599397 0.00325714 0.00301686 0.00463697 0.00657847 0.00448033 0.00414036 0.00347949 0.0202446 0.0422475 0.042352 0.0208256 0.0110897
threshold=22.704946905950003 93.846007959550022 187.45330412110005 117.62810858150002 12.993189857450002 16.395383075500003 12.933745112000002 93.980430866100008 160.53212239910002 8.543332867800002 14.451165964200003 62.057679025150001 196.64273721640004 16.485385178400005 16.545386580300001 22.574947209950004 185.01730422545003 190.94474013770002 24.922858152300005 16.465384711100004 16.505385645700006 86.565663342300013 16.525386113000007 86.103248543850015 16.235379337050002 117.46680109370001 24.620444916200004 90.767723400200012 197.55459634620004 21.043187000650004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 -6 7 -5 -9 -2 19 12 -12 18 15 -13 17 -17 -14 24 -21 23 -23 -22 29 26 27 28 -26 -1
right_child=9 2 -4 6 5 -7 -8 8 -10 -11 11 14 13 -15 -16 16 -18 -19 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00014197493123746505 0.0068209308479908973 -0.002409126262182237 -0.10042414998710372 0.10020683445571886 -0.043855522291532618 0.091726602110516975 -0.10079785541206843 0.050333015367983139 -0.10040335017011588 -0.0027570600017317133 0.016274700140123066 -0.013071580797105584 0.011864525323926669 -0.008613157335925976 0.0073470840963943537 -0.0032500022215963065 -0.0061414020122472594 0.011575311897847509 0.001077967441660505 -0.0064436792608789581 -0.0012372214757894041 0.00048872336149770085 -0.0079683202289336768 0.0046293472540902842 0.033907075711927713 0.00031634367120389337 -0.00015030114054699921 -0.014087046964717687 0.097772306682494883 -0.019807990649520466
leaf_weight=20.920256483533208 1.005265614890958 1.0391446198404186 0.058097882221353703 0.0062288707122205569 0.0092415459053746263 0.049380974246327591 0.033382432325424816 0.0025259683364424754 0.0082412844718575684 0.706909988026723 0.78336493924143669 0.70810733018152028 0.59059442656871375 0.56338448131282337 0.58757045575475775 0.49896855186670996 0.57074094483641591 0.60142463597003371 0.53221449688135181 1.7605718753929958 2.6253818551776931 1.0127941912505778 1.642091242478841 2.2204887820480508 0.08747480035526578 6.8777337524661561 0.51408579215058126 0.080583190159813967 0.122646464544232 0.29072299545715807
leaf_count=2266 47 389 156 1 39 88 27 16 60 111 39 53 32 21 37 4 32 37 9 37 37 15 39 28 26 147 10 15 27 189
internal_value=-1.82376e-06 -0.00011145 -0.00634583 -0.00158533 0.00147647 0.0703528 -0.0683032 -0.0044797 -0.065041 0.00286644 6.10661e-05 0.00227598 0.00626725 0.00161803 -0.00104633 -0.00311915 0.00109798 0.00485284 0.00675167 -0.000254519 -0.00182512 -0.000741058 -0.0047421 0.00145097 0.000248912 0.00207233 0.017079 0.0475475 0.0711848 -0.000411522
internal_weight=46.5096 44.7974 1.20624 1.14815 1.09777 0.0586225 0.0503786 0.0169961 0.0107673 1.71218 43.5912 5.43637 2.46956 1.68619 2.96681 2.37924 1.67113 1.10039 1.12281 38.1548 9.26133 7.50076 2.65489 4.84587 28.8935 7.68252 0.80479 0.290704 0.210121 21.211
internal_count=4034 3876 776 620 516 127 104 77 76 158 3100 264 101 62 163 126 73 41 41 2836 156 119 54 65 2680 225 78 68 53 2455
is_linear=0
shrinkage=0.1


Tree=408
num_leaves=31
num_cat=0
split_feature=19 5 16 13 5 5 15 2 3 10 8 17 17 8 7 2 6 2 15 15 12 17 16 15 8 5 17 16 15 16
split_gain=0.00151976 0.00351198 0.00183313 0.00233266 0.00762836 0.0859282 0.0109016 0.00801 0.00800863 0.00606816 0.0463794 0.0029001 0.021838 0.0117359 0.00447523 0.00468039 0.00541034 0.00253855 0.00786925 0.0141811 0.00731594 0.0422781 0.0511171 0.0142894 0.012316 0.00672173 0.0155489 0.100708 0.00890825 0.0122
threshold=14.651182102100002 22.53967987815 22.764946765650006 117.60660091645001 23.928204628200003 25.568932055400001 41.195083317300011 103.92649527695001 93.620177476600006 61.993156030000002 8.543332867800002 192.20712075930001 189.31157886915003 5.9453602998000008 19.078733418100004 319.18044405035005 16.665389384150004 171.03679643640001 38.992510055900006 40.682889193900003 200.88600031510001 218.69417577705005 22.674946976100003 24.118672490250002 8.0437227585500022 20.911722254300006 190.79440939600002 22.604947139800004 35.517387705950007 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=2 -2 3 9 6 -6 7 -5 -8 10 11 12 13 14 15 16 -1 18 25 -20 21 22 23 24 -19 28 27 -27 -11 -30
right_child=1 -3 -4 4 5 -7 8 -9 -10 17 -12 -13 -14 -15 -16 -17 -18 20 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.066929138116237796 0.009060474706718601 -0.0018142637416903688 0.0050767602567528651 -0.00071605079883835482 -0.10135515696895786 0.002918349503207243 0.0099036788484008105 -0.011478964683489631 -0.0005985721759334499 1.2569421810510463e-05 0.093769887298956245 0.0014018050711752639 -0.10109763013500964 0.1005457453000389 -0.10009427753092388 -0.10003218736384889 -0.10004123640353889 -0.10024119934686737 0.017853160264290326 0.0016550037849756821 -0.0012006873050788567 0.095153081869897571 0.099677639012819466 -0.10122362707794402 0.071163148338368662 0.0015379713144383252 -0.0011352306553356769 -0.090858857702963605 0.018415303336202133 -0.0020666115118749256
leaf_weight=0.013114486521103363 0.58392250820179359 0.60431161475071349 0.67562223237484786 1.6253606618120096 0.0925902524470813 0.53958434669207378 1.1510147321096158 1.2034449278071404 1.966830337201827 18.836571457210642 0.058827320230193325 1.036092082410988 0.011212181617004546 0.025286477582994848 0.0036815336590121364 0.0027219027504088436 0.0022776912168041017 0.0071775899308325055 0.67670412597908525 2.6848092123454705 8.9172893110402729 0.024101174105659595 0.018652060880413046 0.073717636783271701 0.010078203387820395 0.58605720094729719 3.7298188963541179 0.14769157761475071 0.63276720049998292 0.5381424369988963
leaf_count=25 29 48 95 36 37 102 24 37 27 1414 7 11 6 10 183 32 110 79 37 65 1238 14 4 29 8 155 98 30 35 9
internal_value=-5.11667e-07 0.0035298 -9.3131e-05 -0.00017142 -0.00191006 -0.0123539 -0.000799804 -0.00529486 0.00327854 0.000129295 0.00727242 0.00262286 0.0243252 0.0541936 0.00041751 0.0208457 0.0422213 -9.40442e-05 0.000379051 0.00491584 -0.00154885 -0.0247652 -0.0511292 -0.0820488 -0.000132914 -0.000244155 -0.00375304 -0.01706 0.00053866 0.00900195
internal_weight=46.4795 1.18823 45.2912 44.6156 6.57883 0.632175 5.94665 2.82881 3.11785 38.0368 1.15321 1.09439 0.0582943 0.0470821 0.0217956 0.0181141 0.0153922 36.8836 27.8326 3.36151 9.05102 0.133727 0.109625 0.0909734 0.0172558 24.471 4.46357 0.733749 20.0075 1.17091
internal_count=4034 77 3957 3862 263 139 124 73 51 3599 384 377 366 360 350 167 135 3215 1843 102 1372 134 120 116 87 1741 283 185 1458 44
is_linear=0
shrinkage=0.1


Tree=409
num_leaves=31
num_cat=0
split_feature=19 5 16 13 16 8 7 9 10 17 8 7 18 14 15 3 16 16 18 10 2 7 15 0 9 5 3 9 18 9
split_gain=0.0012361 0.0028667 0.00149152 0.00190263 0.0070093 0.0979887 0.00744057 0.0234302 0.00499932 0.0365688 0.0149955 0.00401653 0.00444152 0.00225698 0.0119464 0.016627 0.00626572 0.0050908 0.0106058 0.0132602 0.00675924 0.00668735 0.00502717 0.0118454 0.00484309 0.00466048 0.00815292 0.00638188 0.0391564 0.0142834
threshold=14.651182102100002 22.53967987815 22.764946765650006 117.60660091645001 22.614947116400003 8.4434108459500017 23.165384528550003 187.45330412110005 61.993156030000002 189.43751236195004 5.9453602998000008 19.078733418100004 11.644643452600002 241.71484286130001 38.992510055900006 93.910530954700008 22.644947046300004 22.614947116400003 13.820816557100002 62.025417527550012 214.21704501460002 23.085048345000001 36.742238227650013 85.877418060900013 193.24048816455004 24.279163357700003 93.216908757050007 193.67618212375001 13.565177112500001 183.49441567960005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -6 9 10 11 12 -1 14 16 -16 -10 21 19 20 -19 24 -21 -24 -15 26 27 28 -23 -30
right_child=1 -3 -4 4 6 -7 -8 -9 13 -11 -12 -13 -14 17 15 -17 -18 18 -20 22 -22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10006997915979932 0.0082066863170477677 -0.0016311429422006145 0.0045866415735542993 -0.0085908633119674248 -0.001061028895216722 0.092056518726226833 0.00042032068849339279 -0.022077827874334294 0.00029266971952266618 0.001849752985776794 0.10043741464870302 -0.10008517321052211 0.041547427691950106 -0.002692683438131005 0.019076180020018152 -0.0040756117900541539 -0.010012126805791414 0.016282999929322643 0.013705319795198862 -0.00025086322298729848 0.00061783469290799394 -0.0016285478820780967 0.002142290656538023 -0.018494063723542235 -0.015976370470230983 0.007293704982201144 -0.013740492517430716 -0.00044361497141218561 0.040923754421063351 -0.098976834302290873
leaf_weight=0.0026149557486901944 0.58039903370081336 0.60490247337293113 0.67317134898416853 0.60092636052640713 1.9652467888881804 0.11529078273360938 3.1609173052574988 0.72655575041873977 19.420419505322201 1.0664397380903912 0.055733602297550533 0.0033368777175040156 0.014465394226021999 0.53216226425025037 0.78151962490664917 0.51436190915762836 0.60854364931583305 0.59325507394169041 0.64711288124999544 1.4974625185132029 0.51415671786821804 0.49703078577294546 0.51036786856366212 0.61132971424376592 0.5667852789555301 0.59020136981323013 0.54485963178012831 8.3524499184602359 0.0082983861489503985 0.060526846773761633
leaf_count=102 29 48 95 124 38 13 41 47 1335 20 13 184 65 185 49 18 25 18 66 6 28 3 19 31 28 28 12 716 589 59
internal_value=-1.7525e-06 0.00318608 -8.5283e-05 -0.000155858 -0.00172731 0.00761053 -0.00287001 -0.00673376 0.00011584 0.00663032 0.0735788 0.000262003 0.0198662 -8.6147e-05 0.000581623 0.00988676 -2.04228e-05 -0.00100332 0.00188817 -0.00016386 0.00900987 -0.0021373 -0.00404262 -0.00910461 -0.00954378 -0.00132769 -0.00186539 -0.00113989 -0.0114174 -0.0821088
internal_weight=46.4208 1.1853 45.2355 44.5624 6.56894 0.716217 5.85272 2.6918 37.9934 1.14259 0.0761508 0.0204172 0.0170803 36.8508 21.3248 1.29588 20.029 15.526 4.37368 3.72657 1.10741 11.1523 2.61916 1.1217 1.09895 10.0534 9.46317 8.91831 0.565856 0.0688252
internal_count=4034 77 3957 3862 263 137 126 85 3599 384 364 351 167 3215 1427 67 1360 1788 168 102 46 1620 56 50 213 1407 1379 1367 651 648
is_linear=0
shrinkage=0.1


Tree=410
num_leaves=31
num_cat=0
split_feature=9 2 13 10 18 8 4 5 13 0 19 14 10 15 19 4 15 7 15 15 9 17 2 18 0 0 16 2 8 13
split_gain=0.00175156 0.00503127 0.0121796 0.00686949 0.00907153 0.00759972 0.00393325 0.0050354 0.002825 0.00344486 0.00273866 0.00941025 0.0114563 0.00536518 0.00434416 0.00403393 0.00380941 0.00211882 0.00253258 0.0020943 0.00208635 0.00671232 0.0227868 0.0191927 0.0227152 0.00282012 0.0254971 0.0209583 0.00212567 0.00286593
threshold=181.33671263215004 56.478612905150008 117.74908919740001 61.901748453550006 12.933745112000002 5.9453602998000008 377.6847677435 29.026000224750003 116.35915634395 76.451683855550016 14.451165964200003 207.15321654105003 62.095317438950012 27.201366220250005 13.151061067750001 249.29025409490001 19.215947067900004 20.536324995400005 34.040719645900005 15.185464173000002 186.68586460755003 187.51563899930002 80.683647763550013 13.091807150500001 86.692020874450009 85.732241321850012 22.704946905950003 67.858768990950011 8.8430989333000021 117.70876232545002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 6 7 19 9 -9 11 -6 -13 14 15 16 -14 18 -5 -3 21 -2 -23 -24 -25 26 27 -22 -27 -30
right_child=20 2 -4 4 10 -7 -8 8 -10 -11 -12 12 13 -15 -16 -17 -18 -19 -20 -21 25 22 23 24 -26 28 -28 -29 29 -31
leaf_value=0.055076867202326997 -0.00015253793039783628 0.052885535792033159 -0.082176979670390629 -0.10005189141547891 -0.10010425204848837 0.10018656929178844 -0.10003497149683566 -0.10009837205173062 0.092621406194126066 0.10002611116837899 -0.0024152149619447831 -0.10036449054568786 -0.1000306151303903 0.084392965513935214 -0.10011408922042392 -0.10002945515555016 0.079409082818384977 -0.10035241220811651 0.10004199334906277 -0.10006092255651616 0.035319718161124676 0.0017281832335001746 0.095863348262202608 -0.033565417304140373 0.062434638054328244 0.00012452042396770541 -0.00059198752853019312 -0.10039433418658415 -0.01749397741319211 -0.0019280306029648365
leaf_weight=0.014276445070440569 1.9904970621382809 0.0011818322333335676 0.019909300887284931 0.0012613725959055308 0.012849747625836905 0.013284142616612371 0.003164869274709047 0.0020335000525335545 0.0077121610956965014 0.0014906825381331146 0.98978216663817875 0.008603345095707482 0.0013913546433075305 0.011360686336819192 0.0037355979399080761 0.0021297339206298735 0.0079041850685257486 0.012073150859961856 0.0012688507558777928 0.0036924955466091092 0.015011490681898887 0.54357736182282668 0.050607218108780216 0.043929092085818411 0.056154297416128429 41.191753477143649 0.68171048719693772 0.047025497268123218 0.1551337398823297 0.4979090898996219
leaf_count=17 36 13 86 45 139 10 47 72 28 2 6 7 78 35 17 670 60 69 1 124 10 36 17 16 36 2020 105 147 81 4
internal_value=1.28739e-07 -0.00390805 -0.00467025 -0.00324793 -0.00464758 0.0419903 0.00188311 0.0219045 0.0587263 -0.0154484 -0.0035462 -0.02688 -9.23681e-05 0.032435 -0.00649937 0.0241088 0.0525506 -0.0829147 0.000290743 -0.0629774 9.67346e-05 0.00280048 0.0112669 0.0456754 0.0202978 -7.37084e-05 -0.00617744 -0.0675547 3.47791e-05 -0.0056258
internal_weight=46.3924 1.11911 1.10483 1.08492 1.05236 0.0325597 0.0192755 0.0161107 0.0112363 0.00352418 1.03776 0.0479747 0.0351249 0.0265216 0.0151609 0.0114253 0.00929554 0.0146034 0.00253022 0.00487433 45.2733 2.68477 0.694268 0.150691 0.100083 42.5885 0.743747 0.062037 41.8448 0.653043
internal_count=4034 1526 1509 1423 1127 296 286 239 102 74 1012 1006 867 860 825 808 138 115 46 137 2508 141 105 69 52 2367 262 157 2105 85
is_linear=0
shrinkage=0.1


Tree=411
num_leaves=31
num_cat=0
split_feature=9 8 14 4 3 4 10 9 0 18 7 7 9 12 7 9 7 15 19 19 16 15 5 8 16 0 5 5 15 14
split_gain=0.00143816 0.00460633 0.00198532 0.00798252 0.00429827 0.00432756 0.00456384 0.0019633 0.00330022 0.00183216 0.0122698 0.0043476 0.0125126 0.0292874 0.0195501 0.0150111 0.00838572 0.00786567 0.0144456 0.00664728 0.00537846 0.00372919 0.00796661 0.00628221 0.0343893 0.0155286 0.002742 0.00996652 0.00923332 0.00720795
threshold=181.33671263215004 8.1436447804000007 240.28931515145004 248.34582299520005 108.40938565220002 375.65892766775005 70.389210771400016 68.722917647950013 71.332859575200004 13.043896815850003 22.589037079550003 23.109894804950002 195.10791980860003 128.17419754425001 22.721067571950005 200.52256857420005 23.150522195450005 40.974857724300008 14.351157895250003 14.551174033150001 22.654947022900004 42.841315546000011 20.769304081650002 8.2435668022500028 22.744946812400002 85.791387400750025 21.991679690250006 22.327062271350005 41.195083317300011 287.36199315565005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 7 -5 -9 10 21 12 13 14 19 -14 -13 18 -15 -11 -19 22 -2 -24 25 -25 -18 -28 -29 -30
right_child=9 -3 3 4 -6 -7 -8 8 -10 11 -12 16 15 17 -16 -17 26 20 -20 -21 -22 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-0.0016378184880623333 0.0021117649682112281 -0.038743351847746216 -0.10026599050476398 0.088917840369915901 -0.10006839215823962 -0.10003590522347885 -0.10002842907653303 0.099016881279002766 -0.10004201282243452 0.10015765814458376 0.014395336644762391 0.011458374357057962 -0.021005269835897754 -0.0081140935130018486 0.012518431426118169 0.0005162383240348953 -0.00042468860206320761 -0.014770452373870233 0.013818835993373616 0.042758843039100637 -0.0010970885481603342 0.0054964089892562146 0.00061234272959216542 -0.10080491960216409 -0.0035871054038441384 -0.031836887204165346 0.013556509566620197 -0.011650011036273066 0.0086422863601285337 -9.9029048597146642e-05
leaf_weight=1.0439410938488227 2.0983710903092354 0.035995575017295667 0.010103664772628917 0.010096787731813883 0.0031186900406936493 0.0023176461887437485 0.0018639903904688069 0.0016809966400614948 0.0016507768631104369 0.045245396031530549 0.67845036423136651 0.65015133682754722 0.71714778817508296 0.58391396730075962 0.13433714216807857 0.59131534992641832 28.993131465832008 0.61630864902078186 0.61823274078778923 0.036414237838471308 0.53950764779673932 0.93644468390716884 0.50367187475785591 0.054129336202095146 0.60085041476577317 0.082257435191422701 0.65268844031606832 0.56266127377364217 1.2037851135538629 4.3596821736360596
leaf_count=619 28 20 52 44 51 344 327 3 66 19 47 23 54 21 27 47 1687 52 24 26 18 30 3 49 51 13 29 42 44 174
internal_value=-5.41651e-08 -0.00355495 -0.00237644 -0.0273851 0.00813852 0.0273015 0.0466 0.0669532 0.000390184 8.71924e-05 0.00190196 -0.000135877 -0.00331699 0.000730654 0.0359746 -0.0112794 0.000203215 -0.0024978 0.00316544 0.074562 -0.00838805 -8.04234e-05 -0.00164435 -0.00799593 -0.013877 -0.059209 -1.34644e-06 0.0018093 0.000557728 0.00179236
internal_weight=46.3695 1.11077 1.07477 0.0308326 0.0207289 0.0176102 0.0152926 0.0134286 0.00333177 45.2587 4.95418 40.3045 3.88242 2.57396 0.215997 1.30846 36.4221 2.35796 1.20215 0.0816596 1.15582 4.27572 3.33928 1.24091 0.737237 0.136387 35.7719 6.77882 6.12613 5.56347
internal_count=4034 1526 1506 887 835 784 440 113 69 2508 221 2287 288 187 72 101 1999 115 45 45 70 174 144 116 113 62 1976 289 260 218
is_linear=0
shrinkage=0.1


Tree=412
num_leaves=31
num_cat=0
split_feature=5 3 5 8 13 7 6 16 5 17 5 15 16 15 5 6 2 19 5 5 14 16 19 10 4 4 5 18 6 8
split_gain=0.00141113 0.0266992 0.0066961 0.0226402 0.00907991 0.011828 0.00828598 0.00754475 0.00273152 0.0045038 0.00362687 0.00361872 0.00664497 0.004208 0.0104361 0.003776 0.00962769 0.012424 0.0462722 0.00739843 0.00709608 0.0331613 0.0184011 0.0163015 0.0185177 0.00797505 0.0202513 0.0182965 0.0314947 0.00969851
threshold=25.568932055400001 92.913112988300014 29.996566321350006 8.3434888241000014 121.87049551135001 21.725272673150005 16.585387514950003 23.314945479550005 24.453399453300005 187.77231677760003 24.279163357700003 45.169600924000008 22.634947069650003 42.713473568600008 23.545618314050007 16.455384477450004 176.84505046235003 14.251149826300002 22.246947245750004 22.649179082500002 285.93967426180006 22.614947116400003 14.651182102100002 62.041548276350007 288.78964636655002 325.47117591905004 21.386268748550005 15.534338342150003 13.65531905435 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=8 -2 3 -3 5 6 -4 -5 10 -10 11 13 -13 15 -15 19 -17 -18 -19 20 -1 22 23 -22 -25 27 29 -26 -29 -27
right_child=1 2 4 7 -6 -7 -8 -9 9 -11 -12 12 -14 14 -16 16 17 18 -20 -21 21 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-9.7997247657271078e-05 0.09903029226937006 0.0030665504155566528 0.02941413926314428 -0.10040149854809897 0.098886432593426443 0.09986674456692568 -0.10038565188314337 -0.011066334261681422 0.0016525170902612924 -0.011215379916159979 0.0078396513486852903 -0.013192138899237022 0.0023300765613019181 0.014418919942262038 0.00058792324450762808 -0.00069646725335182095 0.0016046797219937663 -0.0046801370542607496 -0.064639564978155595 0.011207863501118558 -0.10053742024863271 0.064917996605088221 0.070401026598057109 0.068397039954937608 -0.0049337237470813639 -0.0032564182013032831 0.06947098641492086 -0.05108589860326216 0.096184870626582999 -0.090582590912115735
leaf_weight=26.596135396292208 0.028639331696983961 0.52966003437979092 0.0093358568707344602 0.029675309585037724 0.015679430169257103 0.0089075111764032044 0.010393131818373647 0.013873265736037865 0.52512929251433493 0.56426518918686241 0.59064878262650111 0.57143020717123139 0.53307898800267139 0.6955003451996612 2.5303345047004768 10.315474785361728 0.53603163481602567 0.55998161537172564 0.167118925231307 0.62395828664706243 0.016129716538830885 0.094701629423070699 0.037808538414537907 0.038729744443553926 0.56259911330775303 0.0191343716363368 0.014943772103293895 0.021126862354163389 0.046443768737390201 0.037925852910007052
leaf_count=1774 17 295 44 56 11 7 100 12 68 61 52 40 12 62 41 247 7 38 40 62 16 36 7 52 116 502 24 179 13 43
internal_value=3.72391e-07 0.00464085 0.000263292 -0.0026321 0.037714 0.0042201 -0.0389637 -0.071942 -6.52425e-05 -0.00501257 5.55753e-05 -4.88728e-05 -0.00570052 9.65875e-05 0.00356993 -0.000185724 -0.00170552 -0.00994601 -0.0184614 0.000440293 0.000195856 0.00898167 0.00231712 -0.0010832 0.00108195 -0.00263094 -0.0341588 0.000971476 0.0501387 -0.0612989
internal_weight=46.3448 0.646164 0.617525 0.573209 0.0443159 0.0286365 0.019729 0.0435486 45.6986 1.08939 44.6092 44.0186 1.10451 42.9141 3.22583 39.6882 11.5786 1.26313 0.727101 28.1096 27.4857 0.889543 0.794842 0.757033 0.740903 0.702174 0.072004 0.63017 0.0675706 0.0570602
internal_count=4034 542 525 363 162 151 144 68 3492 129 3363 3311 52 3259 103 3156 332 85 78 2824 2762 988 952 945 929 877 569 308 192 545
is_linear=0
shrinkage=0.1


Tree=413
num_leaves=31
num_cat=0
split_feature=19 10 10 3 6 16 10 2 15 9 3 6 6 3 0 6 7 17 0 18 6 13 13 15 6 6 9 3 5 13
split_gain=0.00129451 0.00347649 0.00865625 0.0113988 0.00435261 0.00835823 0.00502697 0.00510788 0.00401432 0.010476 0.00673014 0.00238932 0.00711499 0.0194006 0.00545394 0.00497922 0.00450141 0.00321023 0.0054509 0.00302721 0.00789356 0.0113405 0.0181607 0.0170606 0.0142192 0.0092059 0.00897256 0.0077849 0.00641999 0.00431834
threshold=14.451165964200003 62.057679025150001 61.982402197500001 93.579850604650019 16.545386580300001 22.574947209950004 62.084563606450011 189.95856246190002 41.492094664050008 187.94830913940004 94.173999851450006 16.465384711100004 16.505385645700006 93.69276584615001 86.565663342300013 16.525386113000007 23.779256055650006 193.70011821090003 86.103248543850015 13.3584252364 16.375382608200002 113.97180552410002 113.89115178020002 37.606388722050006 15.365359009150003 16.165377701450002 71.898880373250009 93.181958801350021 23.545618314050007 117.57971633515002
decision_type=2 2 2 2 2 2 2 2 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 8 -4 5 -3 -7 -8 9 -2 -10 19 13 -13 16 -16 17 18 -14 20 21 22 23 24 26 -23 -1 -22 -21 -29
right_child=1 4 3 -5 -6 6 7 -9 10 -11 -12 12 14 -15 15 -17 -18 -19 -20 28 27 25 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.023012983723048316 0.0053122557845721591 -0.01224332096116504 0.018229076022491058 -0.00058034421523686555 0.0064785677407035299 -0.0076017414323781441 0.010507819069381603 -0.0026700412891804892 0.011136422010114959 -0.013588752857917767 -0.003772447768940312 -0.020112669999924469 -0.00051734579441535999 0.0013632195136158961 0.0013221338742124547 -0.0075898021990007036 0.0098862820332024075 -0.0068012423955146062 0.0073157926115685534 6.2930066040070733e-05 0.011859186933245863 0.0078362366161630753 -0.093340387281989706 0.10010656333884232 -0.074123053810582304 -0.010615854687447933 0.099542473704006706 0.0086368623080663714 -0.010797456476827772 -0.0011103709991350265
leaf_weight=0.014486288178161888 0.57017171871848205 0.7095438044529655 0.72652942310742197 0.57891229689990098 0.5860204914206405 0.51051435614201057 0.62194015330965136 0.5580682381855695 0.6150662624149843 0.60375163246817465 0.5963634243623801 0.70685332637731235 4.0813184695504443 1.038851353296536 1.0184231814928355 1.630869394817523 0.54987312835294222 0.5566601498697813 1.1355491132708264 23.813655206360821 1.1309440940385687 0.5430196085103558 0.036011665710248053 0.012482792371883988 0.031150617503399758 0.53852025821937843 0.010166050986106789 0.63612223105424126 0.55703894316969993 1.5921160899998197
leaf_count=44 29 60 55 49 38 15 50 31 31 74 34 31 548 35 15 39 11 14 17 2496 23 22 8 4 36 27 66 44 62 26
internal_value=8.44132e-07 0.00128897 0.00334143 0.00988783 -0.00124786 -0.00313441 0.000688764 0.00427554 -0.000241241 -0.00440858 0.00379707 -0.000216158 -0.00149144 -0.00733258 -0.000354997 -0.00416394 0.00124082 0.000417424 0.00118768 0.000256559 0.00262586 -0.00438825 -0.0358794 -0.00557639 -0.029217 -0.00135143 0.027526 0.00510194 -0.000185305 0.00167229
internal_weight=46.311 6.67688 3.69079 1.30544 2.98609 2.40007 1.69052 1.18001 2.38535 1.17392 1.21143 39.6341 10.7184 1.7457 8.97269 2.64929 6.3234 5.77353 5.21687 28.9157 4.54502 1.18584 0.104297 0.0682857 0.055803 1.08154 0.0246523 3.35918 24.3707 2.22824
internal_count=4034 466 272 104 194 156 96 81 168 103 65 3568 710 66 644 54 590 579 565 2858 300 207 158 150 146 49 110 93 2558 70
is_linear=0
shrinkage=0.1


Tree=414
num_leaves=31
num_cat=0
split_feature=19 5 16 0 0 18 5 2 17 16 4 4 7 3 18 6 9 4 7 15 5 14 10 9 7 8 5 5 2 12
split_gain=0.00133361 0.00267221 0.00164219 0.00186629 0.00655934 0.00518905 0.00492188 0.0064456 0.0201354 0.0388424 0.00464675 0.00451675 0.00435182 0.0250836 0.0492626 0.0108696 0.00970345 0.0374327 0.0060466 0.00424192 0.00285299 0.011603 0.0105386 0.0128527 0.00289107 0.00468391 0.00262835 0.00379888 0.00221996 0.018164
threshold=14.651182102100002 22.53967987815 22.764946765650006 85.995710218650018 85.925810307250018 13.077716774800001 21.500664456800006 99.475185412350015 187.51563899930002 22.604947139800004 158.74242509745002 162.53166217615004 23.109894804950002 93.281431752200021 13.254738337750002 16.455384477450004 196.14870163055002 186.12253940095005 23.150522195450005 37.491361913600009 21.991679690250006 287.36199315565005 62.095317438950012 206.57490536735003 23.296055099200004 8.543332867800002 21.566902724800006 21.500664456800006 210.62522394830003 241.11057232950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 10 -1 8 9 -8 -5 -12 13 15 -15 16 17 -7 -14 -19 24 -22 23 -23 25 -20 27 28 -26 -30
right_child=1 -3 -4 5 -6 12 7 -9 -10 -11 11 -13 18 14 -16 -17 -18 19 20 -21 21 22 -24 -25 26 -27 -28 -29 29 -31
leaf_value=-0.0090522773939126205 0.0081724456674187769 -0.0013460180715489005 0.0048303832815316996 3.998267446916695e-05 -0.011754966183498814 0.073762838395869626 0.084147165749504135 -0.0003090496995101057 0.06057779172385365 -0.10175025152259996 0.0023243807978807914 0.01500809947151382 0.0098199743479569224 -0.083823434598725974 0.021264986172101801 -0.02685582704177646 -0.0095134673645894032 -0.004904987670914282 -0.011628908952541685 0.0076144564213530865 0.0082506149929426464 -0.017784267676199558 0.0076659524572511312 0.0030600996683049705 4.7358221737560879e-05 0.0015002300151551722 -0.0036405598144487374 0.0083700964594655199 -0.10243940926182088 -0.0029814417118748191
leaf_weight=0.64522746361113537 0.5785337010747742 0.60168977426519632 0.66950352419041692 1.0383519341412459 0.58614550085621875 0.076875355765425257 0.018981404588831796 6.1486076516613037 0.063770692097023129 0.027558677014894783 0.51062402711249866 0.62367797873540098 0.62999550410262273 0.10676527657778923 0.076619887826382183 0.15167174685029738 0.57927236601244647 0.52492155327436518 0.57802360297415478 0.55869215304846875 1.8027063731254327 0.66603848254453601 0.6048245502974775 0.5321719624043908 24.120312500451835 0.51279392512515187 2.0616972091149526 0.53999069519340892 0.018910389890950285 0.63383495764926345
leaf_count=58 29 48 95 14 28 36 93 693 16 10 5 39 26 20 37 27 16 212 50 16 45 61 57 14 1616 10 37 4 83 539
internal_value=1.47934e-06 0.00331984 -8.53424e-05 -0.000159401 -0.00159872 0.00013238 -0.000736483 0.000120786 0.0240794 -0.0259319 0.00487359 0.00929832 -0.000163829 -0.0046049 -0.0399166 -0.00118123 0.00105708 0.00633349 0.000117946 0.00154982 -7.2637e-05 0.00257741 -0.00309475 -0.00852647 -0.00040832 -0.00545689 -0.000207146 7.24985e-05 -0.000108368 -0.00586279
internal_weight=46.2888 1.18022 45.1086 44.4391 7.49029 36.9488 6.90415 6.25892 0.110311 0.0465401 2.17265 1.1343 34.7761 2.07482 0.183385 1.89143 1.73976 1.16049 32.7013 1.08361 32.0713 3.60574 1.80303 1.19821 28.4656 1.09082 27.3747 25.313 24.7731 0.652745
internal_count=4034 77 3957 3862 898 2964 870 812 119 103 58 44 2906 364 57 307 280 264 2542 228 2516 177 132 75 2339 60 2279 2242 2238 622
is_linear=0
shrinkage=0.1


Tree=415
num_leaves=31
num_cat=0
split_feature=17 12 7 17 7 7 6 12 17 17 7 7 18 8 10 9 3 18 7 8 12 15 2 7 9 2 6 6 6 13
split_gain=0.0013646 0.0125244 0.01413 0.00905872 0.00447419 0.0388466 0.00875524 0.00438681 0.00329582 0.00676275 0.0034998 0.00861382 0.00381821 0.00291771 0.00472989 0.00483648 0.00288462 0.00856066 0.00765532 0.0246935 0.0379671 0.00533196 0.00808527 0.00498218 0.0262982 0.00401062 0.0039634 0.00341486 0.00868145 0.00503794
threshold=187.51563899930002 81.514192512750014 23.150522195450005 186.57794620975002 25.016749795550002 25.603371256250004 11.805275828400001 87.068884678600014 189.19102531915004 188.41589330430003 23.356162058950002 22.792619241600004 12.933745112000002 8.543332867800002 61.950140699950005 203.36975145060003 93.281431752200021 13.303774303900001 23.127267687200003 8.4434108459500017 140.52911877810001 41.800301886400014 211.52504573410002 23.109894804950002 190.73543849905005 155.70727190035004 16.515385879350003 16.525386113000007 16.565387047600002 117.55283175385001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 13 -6 -7 -3 9 10 11 12 -9 -1 -15 -16 17 -10 19 25 -21 -20 -23 24 -19 -18 -22 29 -29 -25
right_child=1 7 -4 -5 5 6 -8 8 16 -11 -12 -13 -14 14 15 -17 18 23 21 20 26 22 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.00065977244537885271 0.010055684588576535 0.020552716010910726 -0.10089118255694862 -0.012500326119131606 -0.10052773357978813 -0.0052085747008338984 0.042302858959143159 -0.0024207220464368372 0.0089598554884365942 0.012274120545834948 0.0076163045535694932 -0.011323020616422713 0.0091414987079841362 -0.0013277082409708513 0.013608055333695766 0.00067994699966279889 0.0024810005696857531 0.0026492755159576043 -0.0028461453036234853 0.010699855173796445 -0.10149527167030406 0.013162080163630095 -0.0029695390534777138 -1.9307175700280361e-05 -0.042492107529324565 -0.0094033560487243942 -0.061415812328881964 -0.0098425888969816411 0.0027556041994600423 0.0039840007966736616
leaf_weight=8.2609447209539848 0.02067211456597462 0.10755425945171637 0.025813239685248845 0.63973567135344289 0.042762355155118725 0.50667503570223316 0.042000844312497065 0.54250713430928399 1.1248545236594605 0.6787990112052581 0.5827121093421187 0.57618767420794359 0.60315426761363256 1.0967536231219139 0.64555512147111904 0.52447105230530155 0.57521207528770879 0.5348041112504508 2.0579499339481466 0.073541146193747298 0.056246828325114961 0.64942160914938518 0.59568932132395958 18.961156546652681 0.17010418604047572 0.56081734264340444 0.043953896120001446 1.0850857034347421 1.1030015947762875 3.7682314435696744
leaf_count=967 13 30 30 77 112 255 27 6 36 59 34 24 42 69 37 46 44 59 35 23 26 35 65 1656 34 49 19 18 29 78
internal_value=1.38287e-06 0.000318491 -0.0515529 -0.000928927 -0.000263172 -0.00872636 -0.0015716 0.000388482 0.000325333 0.00350144 0.000917486 -0.00134954 0.00366642 0.000212282 0.00339036 0.00781296 2.31818e-05 0.000421473 -0.00228628 -0.0087556 -0.0438661 0.000279012 0.00544435 4.66269e-05 -0.00824397 -0.00338588 -0.0839141 0.000281165 -0.00349192 0.000644388
internal_weight=46.2564 34.4975 0.0464854 11.7589 11.1192 0.591438 0.548676 34.451 34.3434 2.98336 2.30456 1.72185 1.14566 10.5277 2.26678 1.17003 31.3601 26.7472 4.61283 1.30977 0.173742 3.30306 1.24511 25.6224 0.704908 1.13603 0.100201 24.9175 2.18809 22.7294
internal_count=4034 2444 43 1590 1513 394 282 2401 2371 165 106 72 48 1119 152 83 2206 1910 296 161 68 135 100 1874 93 93 45 1781 47 1734
is_linear=0
shrinkage=0.1


Tree=416
num_leaves=31
num_cat=0
split_feature=5 3 5 8 13 7 7 0 2 5 17 19 5 6 6 0 6 9 6 6 5 6 9 9 8 0 2 15 9 17
split_gain=0.00137159 0.0236863 0.00594035 0.0197137 0.00822046 0.0105483 0.00782011 0.00774174 0.00445627 0.00221079 0.00515665 0.00245664 0.0135882 0.0381864 0.023987 0.0149149 0.00351891 0.00323728 0.0104339 0.0045921 0.00640672 0.0110736 0.00553905 0.00833191 0.0472777 0.00460143 0.00296529 0.0408415 0.0238559 0.0179799
threshold=25.568932055400001 92.913112988300014 29.996566321350006 8.3434888241000014 121.87049551135001 21.725272673150005 19.078733418100004 77.693751511800016 319.18044405035005 24.453399453300005 187.77231677760003 14.451165964200003 22.938948824900006 16.555386813950005 16.475384944750001 86.256490657300006 16.575387281250006 190.73543849905005 16.385382841850003 16.355382140900002 21.024411566050002 16.605387982250004 194.04304600165003 199.17419511990002 8.543332867800002 86.329079026800017 223.66947801700005 45.169600924000008 204.68881850780005 199.20888372035003
decision_type=2 2 2 2 2 2 2 2 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 8 -5 -4 11 -11 16 17 14 15 -14 26 18 -13 22 21 -21 -19 -24 -25 -22 -1 28 -28 -30
right_child=1 2 4 7 -6 -7 -8 -9 -10 10 -12 12 13 -15 -16 -17 -18 19 -20 20 25 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=2.9826996787152966e-05 0.098749174274724072 0.003139756777868344 0.066283720746718622 -0.0073998858516173679 0.098623380764522928 0.099834326248039118 -0.1003602042738938 -0.10035983021874027 -0.10002525493623005 0.0025798417640682508 -0.011184023943255487 -0.0056203506559425812 0.065533290209569522 0.0018070624192967285 0.088126235961070873 -0.019888662266320613 -0.0061382986031672769 4.7451749338828804e-05 0.013336895802649854 -0.018264152036170347 -0.0067260033395031733 0.0017618108128646616 0.046332970696870278 -0.052854578972216348 0.056446549614287737 0.0031959433517358966 -0.062702186850478098 -0.098549436469291221 -0.0013243033339101326 0.048774650107275941
leaf_weight=36.759910081034491 0.025650334335620251 0.52999354758051165 0.0071663477358399064 0.013434406369924545 0.014292004376329714 0.008134047746352735 0.0094816902620191712 0.026891085137174642 0.002078449573900798 0.5281483169175798 0.56168063259754231 0.53020395862404146 0.034773035829758103 0.57420896016958523 0.097617610299494117 0.049589278409257531 0.9886146573991671 0.50314564548898477 0.64174380426993594 0.59569831800945416 0.66053304712113492 0.51469849405111745 0.074304816807853058 0.073774889082415029 0.085364163969643414 1.5986835059884468 0.056040204308564934 0.045132080561415933 0.52835121902978699 0.082872042636836341
leaf_count=2276 17 295 81 5 11 7 31 63 32 68 61 16 27 38 14 22 81 3 62 33 46 12 17 29 27 29 416 26 36 153
internal_value=3.55114e-07 0.00460809 0.000659011 -0.00198862 0.0373516 0.00475 -0.0365509 -0.0693903 0.0288935 -6.40451e-05 -0.00451384 4.49443e-05 0.00192084 0.0144578 0.0543752 0.0153211 -0.000249375 0.000124699 0.0047604 -0.00119837 -0.00276191 -0.00898158 0.00595421 0.0186852 0.0057759 0.000295038 -9.40105e-05 -0.00648408 -0.000256999 0.00546831
internal_weight=46.2222 0.637122 0.611472 0.570319 0.0411525 0.0268605 0.0187265 0.0403255 0.0092448 45.5851 1.08983 44.4953 6.03434 0.756189 0.18198 0.0843623 38.4609 5.27815 1.17195 4.1062 3.36961 1.1104 0.73659 0.233444 0.159139 2.25922 37.4723 0.712396 0.667263 0.611223
internal_count=4034 542 525 363 162 151 144 68 113 3492 129 3363 375 101 63 49 2988 274 78 196 120 45 76 73 56 75 2907 631 605 189
is_linear=0
shrinkage=0.1


Tree=417
num_leaves=31
num_cat=0
split_feature=16 3 9 13 18 6 18 3 0 0 19 5 5 5 5 6 17 9 9 9 2 17 17 9 6 2 17 15 17 17
split_gain=0.00152934 0.00388938 0.0450371 0.0183445 0.0229841 0.0128538 0.00979978 0.00891589 0.0045409 0.00377282 0.00211337 0.00677647 0.0124567 0.0044497 0.00992979 0.00400518 0.00601085 0.00264477 0.00714954 0.0060691 0.011755 0.00948689 0.0197309 0.00604762 0.00493807 0.00470995 0.00386028 0.0562117 0.0293144 0.0227237
threshold=22.704946905950003 93.846007959550022 187.45330412110005 117.62810858150002 12.993189857450002 16.395383075500003 12.933745112000002 93.980430866100008 67.04476885710001 85.121961326250016 14.451165964200003 22.783584484750005 24.458659404000002 22.246947245750004 21.454033346250004 16.235379337050002 196.16836764490003 197.90890142995002 197.55459634620004 200.84017322135003 53.810443956900009 187.61467154115005 192.28474763930004 197.29115675710003 16.545386580300001 59.023942917950002 198.72470891995002 35.517387705950007 204.42624920380004 199.72613295375004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 -6 7 -5 -9 -2 17 13 -13 14 15 -12 -17 18 23 21 -21 -19 -23 24 26 -22 -1 28 29 -28
right_child=9 2 -4 6 5 -7 -8 8 -10 -11 11 12 -14 -15 -16 16 -18 19 -20 20 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00097943196677026736 -0.0010444080313543366 -0.0024085502432160794 -0.10035754608727497 0.10018408733492473 -0.042510776926452463 0.090333840892949532 -0.1006887562658164 0.064854448083949565 -0.10031153667328443 0.0085358982154893001 0.0059000792322460522 0.017092821364558725 -0.0028678581656257762 -0.0079665350981991904 0.012500171906677314 0.0001459288219185147 -0.01124952345568184 -0.0023171846277249041 -0.0090289981443761463 0.060921527568323579 -0.10003563831440564 0.020702364065693157 0.0026202331693602437 0.0093692445589749693 -0.0074533396945734064 -0.00057358376662801445 0.047397281590385386 0.086431911046977963 0.0038483224001211597 -0.10079803256351381
leaf_weight=9.9546706114661863 0.98507998681839015 1.0292239238571248 0.048291719356427509 0.0055463290773331017 0.0088423738049606682 0.041315382222546937 0.028021319724302884 0.0021912657443863282 0.006925210568560658 0.70542965098320565 0.61480214670882549 0.70879361729021162 0.55938972307717449 0.6086810947745106 0.6450654083455446 1.5677671575394927 0.65680811837592035 2.0663149347494736 1.1113102496165073 0.031110574491324594 0.0047622619022175119 0.74500767898644005 3.1761882396826877 0.57388083997648287 1.1220560382339506 18.496436358247792 0.013172713738811903 0.078469957385095768 0.54890649265068014 0.048232988129418564
leaf_count=1061 107 389 156 1 39 88 27 13 63 51 34 43 23 39 36 34 55 36 27 4 25 33 65 14 32 1159 25 12 240 103
internal_value=1.13512e-06 -0.000111011 -0.00579946 -0.00172984 0.00081282 0.0669145 -0.0660279 0.000210651 -0.0606117 0.00295334 4.26297e-05 0.00190117 0.00828826 -7.77561e-05 0.0013003 -0.00124415 -0.00321859 -0.00021979 -0.00134662 0.000398347 -0.000495909 0.00316621 0.00605575 -0.000654726 -0.00114366 -0.000599186 -0.00047848 0.00676155 -0.00348194 -0.0690073
internal_weight=46.1927 44.5022 1.17036 1.12207 1.07938 0.0501578 0.0426841 0.0146628 0.00911648 1.69051 43.3318 5.36131 1.26818 4.09312 3.48444 2.83938 2.22458 37.9705 13.4507 24.5198 18.5323 5.98751 3.9212 12.3394 11.7655 18.5012 10.6435 0.688782 0.610312 0.0614057
internal_count=4034 3876 776 620 516 127 104 77 76 158 3100 264 66 198 159 123 89 2836 1514 1322 1188 134 98 1487 1473 1184 1441 380 368 128
is_linear=0
shrinkage=0.1


Tree=418
num_leaves=31
num_cat=0
split_feature=19 2 12 2 18 6 16 10 18 2 14 6 4 12 15 13 16 15 4 3 16 8 15 2 8 15 16 16 18 13
split_gain=0.00166761 0.00289686 0.00138199 0.00247232 0.00540262 0.00148094 0.00479199 0.00795861 0.00551953 0.00529606 0.0396558 0.0248652 0.0137873 0.0256369 0.0126713 0.0269986 0.00632119 0.00371429 0.00962532 0.00862435 0.00517398 0.00515738 0.0514346 0.00404827 0.00860819 0.00397727 0.00354413 0.0488891 0.00329754 0.00329474
threshold=14.651182102100002 173.34516805710004 69.826413229550027 60.327272492300004 13.552878921100001 16.465384711100004 22.644947046300004 62.052302108850007 13.679220276500002 211.52504573410002 319.46956167260004 16.435384010100005 325.47117591905004 273.67701475470005 45.169600924000008 115.51498049095001 15.484963789400002 41.492094664050008 273.85977434290004 93.431985407450014 22.674946976100003 8.3434888241000014 37.491361913600009 188.47750099235003 8.4434108459500017 42.246988155050012 22.624947093000003 22.544947280100004 18.028155833450004 108.80996591365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 9 -8 -9 -5 -11 12 -12 29 15 16 28 18 20 -19 21 22 26 25 -25 -21 27 -7 -15 -14
right_child=1 -3 3 5 -6 17 7 8 -10 10 11 -13 13 14 -16 -17 -18 19 -20 23 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0047290714896375654 -0.0013865978566139896 0.0085361238846171483 0.0022708854518678425 0.00027807439580188764 -0.011578912704945508 0.0023013691559041699 0.013907846276981757 -0.0065676187792113819 0.0072874533887583737 -0.10076606833707505 0.070429479918512922 -0.10189494640002331 -0.0235750888416505 0.062060209061646554 -0.0026833090787819528 0.082781320304575842 -0.073027027644928966 0.011777181317672613 -0.0144437326456698 -0.0011626552848009598 -0.010312888737646297 -0.0016579731613155166 0.070279094199266451 0.00023562670555176389 -0.013248234347148181 0.0075944771591272206 0.0048010783580332301 -0.10198970050763995 -0.10003388654049734 -0.10147285966090945
leaf_weight=0.58587983221900586 0.57217150972155539 0.60564318976139475 0.55297098155005275 26.078642700981177 0.5740437670426104 0.5373637662896511 0.67979750624499402 0.58345545471698279 0.56690533754590433 0.043641581950386588 0.02748752456851733 0.02430099560741894 0.006766554141759972 0.0067481849028590002 0.53501642514291348 0.051509195086822501 0.018660630117081745 0.67672010100795787 0.5896302785377604 1.085096499999054 0.58526753603041548 6.7741586138296412 0.11109575087903056 2.0630281138728006 0.61448250389943826 0.99348084694497618 0.54087722045369446 0.049051741603761911 0.0015417783229061399 0.027481056965370954
leaf_count=42 41 36 23 2067 57 358 55 23 39 94 22 11 84 157 37 32 135 23 130 14 47 123 11 49 48 47 13 5 199 12
internal_value=1.2863e-06 0.00371576 -9.59672e-05 -0.000159637 -0.00478349 -3.92098e-05 0.000378683 0.00532954 0.000260252 4.08664e-05 -0.0082832 -0.00251333 0.00106344 -0.00188025 0.00282035 0.0403497 -0.0407474 -0.000858173 -0.00208385 0.00121457 -0.00123622 -0.000573222 0.00536052 -0.000288331 -0.00285889 0.00302292 -0.00103727 -0.00642224 0.0319137 -0.086082
internal_weight=46.1629 1.17781 44.9851 44.3992 1.12701 43.2722 28.652 1.83016 1.15036 26.8218 0.743154 0.699512 0.675211 0.647724 0.613476 0.0784598 0.0269506 14.6203 9.18744 5.43281 8.59781 8.01255 1.23839 4.75609 2.67751 2.07858 1.12729 0.586416 0.00828996 0.0342476
internal_count=4034 77 3957 3915 80 3835 2967 117 62 2850 783 689 678 656 560 523 491 868 687 181 557 510 387 158 97 61 376 363 356 96
is_linear=0
shrinkage=0.1


Tree=419
num_leaves=31
num_cat=0
split_feature=19 5 4 16 2 7 16 9 7 13 18 3 0 12 5 18 15 6 6 18 16 6 5 8 6 15 10 13 0 8
split_gain=0.00135514 0.00244319 0.00207055 0.0035573 0.00117733 0.0132672 0.0251151 0.0354892 0.00743303 0.00662119 0.0406012 0.0210096 0.0253164 0.0234839 0.0261757 0.0198973 0.0188987 0.0140243 0.0160418 0.0128314 0.00709917 0.00680702 0.00625681 0.00568995 0.00560685 0.00808726 0.00544106 0.00865583 0.00807578 0.0121274
threshold=14.651182102100002 22.53967987815 137.02556730370003 20.844951255400005 173.34516805710004 22.977992916200005 22.764946765650006 184.85936449530001 22.545611589100002 116.19247193985002 15.504699510200002 83.705143891500015 90.407470010750018 207.88043775810004 19.234448447350001 15.706391932950002 39.15620581320001 13.835323260100003 13.65531905435 17.323446153950005 17.684958644900004 12.165284239900002 12.451585980350002 7.2443465838000014 16.515385879350003 42.493282152450007 62.030794443850006 117.46680109370001 86.162394622750014 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=2 -2 3 -1 -4 6 7 8 -6 10 11 -7 -13 -14 -15 -12 -16 18 19 22 21 23 -17 -21 26 -26 28 -28 -11 -30
right_child=1 -3 4 -5 5 9 -8 -9 -10 24 15 12 13 14 16 17 -18 -19 -20 20 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.0054220096079315517 0.0079994846744476933 -0.0011218885291336418 0.00018330133350754479 0.038844963348201506 -0.0097880348903660406 -0.10119774284083825 0.045257482466040555 -0.10075709930893473 0.098168722940526532 0.00054863638883526804 0.076487832038497183 -0.088439417143286847 -0.070061075071631104 -0.072775247077846578 0.082436709762938765 0.080966833193369919 -0.03285660114941033 -0.10018675787188036 0.10010797852288576 0.052494394853975168 0.10007231165957131 0.049826544391381254 -0.1001541583188954 -0.10004925319807534 -0.014985250160318341 -0.0010891569439291568 0.0024440127305787661 -0.0060727225660495744 0.018233740960821365 -0.0018851291239491816
leaf_weight=0.03618576281814867 0.57650242347153724 0.59853002677618861 33.567398947347506 0.036429219049750827 0.014341736188622778 0.045020186697451892 0.029859346017474309 0.063675614027509653 0.011485142466384879 2.5908982771513753 0.053793640886659944 0.046249400431154442 0.037031046107642851 0.021681997668743236 0.054299139654290229 0.0021604467826659137 0.019260711728918523 0.012327698212402538 0.016938671818934381 0.0034175165127205984 0.0091520108617260121 0.012003805109998211 0.016276421772817962 0.0085948549698002807 0.56992019756717072 1.5795525743867527 2.7151351684296969 2.1291030490732705 0.76173805431972119 0.49386360141215846
leaf_count=21 29 48 2319 20 232 76 11 47 19 65 35 25 20 41 67 138 33 33 6 252 15 13 72 121 41 37 71 64 60 3
internal_value=8.32975e-07 0.0033533 -8.67883e-05 0.0167857 -0.000114084 -0.000996101 -0.0341592 -0.0606538 0.03822 -0.000642622 -0.0140191 -0.0401497 -0.0247544 -0.00248688 0.0237867 0.0293574 0.0522486 -0.00199255 0.0156678 -0.0120485 0.0251284 -0.00343103 -0.0789303 -0.0566506 -0.000200605 -0.00477363 0.000930436 -0.0012992 0.00373841 0.0103204
internal_weight=46.1328 1.17503 44.9578 0.072615 44.8852 11.3178 0.119362 0.0895025 0.0258269 11.1984 0.358208 0.223542 0.178522 0.132273 0.0952418 0.134665 0.0735599 0.0808714 0.0685437 0.0516051 0.0331682 0.0240162 0.0184369 0.0120124 10.8402 2.14947 8.69074 4.84424 3.8465 1.2556
internal_count=4034 77 3957 41 3916 1597 309 298 251 1288 947 262 186 161 141 685 100 650 617 611 401 386 210 373 341 78 263 135 128 63
is_linear=0
shrinkage=0.1


Tree=420
num_leaves=31
num_cat=0
split_feature=5 3 5 8 7 13 7 6 5 17 5 15 16 5 18 18 2 0 13 3 10 10 2 6 4 16 14 9 5 12
split_gain=0.00124561 0.0211448 0.0051153 0.0178941 0.0118574 0.00747006 0.00941585 0.00754337 0.00190987 0.00437112 0.0027328 0.00325085 0.00433485 0.00282457 0.0102037 0.0515556 0.00353606 0.00645646 0.0045311 0.00307741 0.00293436 0.00479907 0.00445113 0.0057722 0.00340954 0.0339546 0.0155111 0.0148736 0.0155917 0.0154101
threshold=25.568932055400001 92.913112988300014 29.996566321350006 8.3434888241000014 19.975862989550006 121.87049551135001 21.725272673150005 16.585387514950003 24.453399453300005 187.77231677760003 24.279163357700003 45.169600924000008 22.654947022900004 22.649179082500002 13.431026577400003 13.679220276500002 148.06652356835002 84.226704768850013 117.64961624655002 93.216908757050007 61.987779113750001 62.009286778800011 103.92649527695001 16.475384944750001 294.35264367105009 22.644947046300004 297.17785921625006 197.02865361825005 21.955793948900006 246.36519872610003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 -5 6 7 -4 10 -10 11 13 -13 20 16 -16 17 -15 19 -18 22 -22 -1 -24 -23 26 -26 -28 29 -29
right_child=1 2 5 4 -6 -7 -8 -9 9 -11 -12 12 -14 14 15 -17 18 -19 -20 -21 21 24 23 -25 25 -27 27 28 -30 -31
leaf_value=0.0010754343996467175 0.098510087426442017 0.0032080377399935234 0.031074158769077955 0.02993293494108722 -0.10032785165537594 0.09832771749671633 0.099806892124606444 -0.10032022298668748 0.0023512561394948787 -0.01032753657861084 0.0068410067411805069 -0.011282154113839133 0.0013426103379849601 -0.0012730666767726199 0.065525435320724579 -0.00024153609132355875 -0.00020883162885368238 0.011517061412677783 0.0029140194327123012 -0.0078073416336263829 0.0052776051776963137 -0.00038426839184080785 -0.00065333153640677408 -0.010928851173634783 0.090408199966337588 0.10010903096761742 -0.10049072096305339 0.0034831905179364578 0.058348976394721419 -0.041537485737090429
leaf_weight=1.6395863898505836 0.023011064649933188 0.52932510260291954 0.0086354645817436904 0.0092772506177425385 0.028321762337453649 0.012874559259216767 0.0073012439124795483 0.0088442228229812514 0.52635601091418471 0.56251314702728816 0.58314912571295607 0.58705130214134615 0.50674260831510765 0.87383430144650975 0.14959445893668988 0.58656574051410715 1.0313083518094579 0.71977698358386988 1.5913872343069213 1.1031118220340657 1.6746622607461166 30.374082867856465 1.087920630438391 1.0988560183068328 0.019174791100313171 0.036783012677915394 0.01463927631891826 0.56690718765872816 0.044918513250649994 0.087804861660558231
leaf_count=54 17 295 44 3 65 11 7 100 68 61 52 44 8 53 25 58 14 37 20 38 32 1966 34 19 27 29 479 148 21 205
internal_value=3.97631e-08 0.00442466 0.000843652 -0.00152696 -0.0681871 0.0365345 0.00443082 -0.0354076 -6.10346e-05 -0.00419865 4.04872e-05 -5.00653e-05 -0.00543324 8.7826e-05 0.00208856 0.0131229 0.000561501 0.00450377 -0.0011247 -0.0041359 -0.000242791 6.27554e-05 -0.00286349 -0.00581678 -0.000217653 0.00635288 0.00165091 -0.00073181 0.00135558 -0.00255463
internal_weight=46.0943 0.627591 0.60458 0.566924 0.037599 0.0376555 0.0247809 0.0174797 45.4667 1.08887 44.3779 43.7947 1.09379 42.7009 6.05558 0.73616 5.31942 1.59361 3.72581 2.13442 36.6453 32.819 3.82636 2.18678 31.1443 0.770228 0.733445 0.71427 0.699631 0.654712
internal_count=4034 542 525 363 68 162 151 144 3492 129 3363 3311 52 3259 245 83 162 90 72 52 3014 2907 107 53 2875 909 880 853 374 353
is_linear=0
shrinkage=0.1


Tree=421
num_leaves=31
num_cat=0
split_feature=19 2 5 7 9 6 7 15 9 6 5 3 8 0 16 10 10 0 0 10 13 10 8 16 3 19 9 9 8 16
split_gain=0.00165624 0.00269088 0.00107416 0.011703 0.0037914 0.00823091 0.00870555 0.00328163 0.00231584 0.00274954 0.00153571 0.00564659 0.0210963 0.0500113 0.00499122 0.00876806 0.0546846 0.00622819 0.00534003 0.0040331 0.00301926 0.0025815 0.00250182 0.0102512 0.00543415 0.0424789 0.0311124 0.0656575 0.00386511 0.0186537
threshold=14.651182102100002 173.34516805710004 25.568932055400001 23.626037400350004 205.67007911670001 16.475384944750001 19.078733418100004 46.683480308100009 64.765169068750012 17.475408310100004 22.649179082500002 93.499196860750018 8.543332867800002 86.692020874450009 22.644947046300004 62.009286778800011 62.111448187750007 85.861287312150012 85.925810307250018 62.240494178000013 117.67650082785001 64.407391431150018 8.543332867800002 22.624947093000003 93.394346993650018 14.451165964200003 186.68586460755003 185.90443620030001 8.4434108459500017 22.584947186600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 4 5 -4 8 10 -7 -10 20 12 13 -12 15 -13 18 19 -17 -18 22 -21 24 -24 28 26 27 -26 -1 -30
right_child=1 -3 3 -5 -6 6 -8 -9 9 -11 11 14 -14 -15 -16 16 17 -19 -20 21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00012244327885129554 -0.0012072951583046161 0.0083575345074940969 0.00212507468965465 0.069347676660227717 0.035137974947770975 -0.10002754297603174 -0.1004142511256448 -0.0077498972585446141 0.044818623090875948 -0.1000130572246138 0.058033022234952825 -0.0036180323713342422 -0.0006599496627067912 0.0030686039262286229 0.00094952506094316393 -0.051054189505240301 0.059404432153682886 0.1005498636188327 -0.10132686768285566 -0.10021254803349622 -0.0072341621187118196 0.040333201336940905 0.00022146812998705807 0.012963282635055274 -0.095019768369747792 -0.00023600308525282993 -0.10124311673142095 0.092911517492084789 2.3247351527657863e-05 -0.019096399725477289
leaf_weight=23.514245550863635 0.5728607435980837 0.60451002976878954 0.51498963319897417 0.026289080501612716 0.030998258046338378 0.0016927024335018368 0.016496930107881225 0.56138180098436308 0.0097770674999821949 0.0015137348047815644 0.22824676072923322 1.044327409464987 2.097043719724752 0.60256163200893909 3.5812121078181463 0.041671536083029426 0.0087132796179503202 0.023181287106126547 0.042861315596383065 0.0035928194704064617 0.62223873631592042 0.0020540297389928242 6.5567100051612206 0.69869453203864385 0.041491057965983624 1.1044814146298447 0.077044596197083592 0.033681468805298209 2.7846254510728552 0.62476386420894403
leaf_count=2367 41 36 62 25 37 21 195 70 61 124 25 78 34 53 85 30 6 2 10 24 47 30 212 40 88 61 16 8 127 19
internal_value=1.27255e-06 0.00370368 -9.58195e-05 0.00410074 0.00112007 -0.000816667 -0.0522055 -0.000152831 0.00904876 0.0254013 -5.53117e-05 0.00122908 0.00468293 0.0181689 -0.000900913 -0.00658233 -0.0319414 0.0684919 -0.0765443 0.0167413 -0.000328713 -0.0490893 -0.000207455 0.0014485 -0.000633804 -0.00706134 -0.0565857 -0.0108161 -0.00033379 -0.00348039
internal_weight=46.074 1.17737 44.8966 0.601757 0.575468 0.54447 0.0294804 44.2948 0.0129835 0.0112908 43.7334 7.67547 2.92785 0.830808 4.74761 1.1664 0.122074 0.0375414 0.0845329 0.0143601 36.058 0.00564685 35.4357 7.2554 28.1803 1.2567 0.152217 0.0751725 26.9236 3.40939
internal_count=4034 77 3957 525 500 463 401 3432 206 185 3362 377 112 78 265 180 102 62 40 60 2985 54 2938 252 2686 173 112 96 2513 146
is_linear=0
shrinkage=0.1


Tree=422
num_leaves=31
num_cat=0
split_feature=19 5 17 12 17 2 14 0 16 9 7 2 0 2 16 18 6 0 17 7 4 8 0 6 19 7 5 6 17 9
split_gain=0.00134601 0.00249671 0.00111735 0.0415987 0.0215786 0.00839024 0.0534954 0.0432102 0.0199987 0.0134171 0.0208118 0.0337689 0.0186865 0.0072822 0.00697036 0.00972387 0.0077381 0.00613304 0.00524459 0.00786007 0.00753918 0.00519868 0.00495806 0.0119317 0.020233 0.0246566 0.00466341 0.00464239 0.00296114 0.0385331
threshold=14.651182102100002 22.53967987815 200.11066131620001 103.54784004735002 205.45998821870003 186.79363985910004 296.05563064415009 86.756543869550015 22.644947046300004 209.54955617820002 24.786990758350004 301.32168012610003 97.521130223850008 287.91607306300006 18.964955651700002 15.912798531700002 12.165284239900002 97.991610396700011 198.72470891995002 24.385896469550001 204.80369648085005 8.0437227585500022 90.767723400200012 14.275333540900002 13.451085274650001 24.525599138800004 20.016397659050003 16.465384711100004 197.71582798205003 203.72699028675004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 18 4 -4 22 26 -8 9 10 11 -9 13 -11 15 -12 -17 -14 28 -20 -21 -19 27 -24 -25 -26 -7 -5 -1 -30
right_child=1 -3 3 5 -6 6 7 8 -10 12 14 -13 17 -15 -16 16 -18 21 19 20 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=-2.9180779234787568e-05 0.0080397150531132579 -0.0011826560445637718 -0.10061331333508067 0.012261881265096674 0.00050863454573928048 -0.054569485773558829 -0.10055054890682474 -0.089717291590168655 0.10007809367151779 -0.10095506615252092 -0.10014498494318709 0.075664596986124807 0.099532375892731728 -0.017057503831671223 0.083890574159916534 -0.10003980979920818 0.092881296755092352 0.035711417233806386 0.010499468831489292 0.0069102375488132514 -0.009483192735485273 -0.10012835352721559 0.00077944050886445411 -0.002718456234095373 -0.012928763344705347 -0.086493638942108431 -0.10086602585365156 -0.0003434256716455576 -0.053078560369985942 0.0052690679864262104
leaf_weight=33.895580611092704 0.57632168536656425 0.59829378032236491 0.063364031080030858 0.61832878931909341 0.031639365472074132 0.036857400297122811 0.032104953257864333 0.028523442123368881 0.029611615493195131 0.024062623267354866 0.0053902982302993499 0.021769259760053394 0.011030588299036026 0.018149040420951223 0.053916895208203641 0.0025394447405291407 0.011469047858554404 0.011045221111174897 1.1727162823848982 0.56649328636649421 0.55574308169032882 0.0037820381076016938 5.6412492400097172 0.52917795549001301 0.12189495629354496 0.072754636057652533 0.053107150331470621 0.55389132307027467 0.14211473866652014 0.55600336638883618
leaf_count=2688 29 48 46 27 17 29 32 54 26 11 13 17 5 33 23 173 10 95 39 18 74 38 270 32 22 32 16 16 50 51
internal_value=5.95318e-07 0.00334227 -8.68949e-05 -0.00116016 -0.0669363 -0.000367211 -0.0156548 0.00786431 0.0235933 0.0117774 0.0314108 -0.0181315 -0.0238751 -0.064883 0.0653956 0.0139907 0.0579088 0.0430682 0.000145155 0.00477451 -0.00120796 0.00106232 0.000329211 -0.000771443 -0.0128585 -0.0404253 -0.0818989 0.00630569 -0.000161958 -0.00660866
internal_weight=46.0389 1.17462 44.8643 7.97566 0.0950034 7.88066 0.343359 0.253394 0.22129 0.191678 0.123608 0.0502927 0.0680695 0.0422117 0.0733157 0.0193988 0.0140085 0.0258578 36.8887 2.29495 1.12224 0.0148273 7.5373 6.36508 0.723828 0.19465 0.0899646 1.17222 34.5937 0.698118
internal_count=4034 77 3957 1037 63 974 575 530 498 472 290 71 182 44 219 196 183 138 2920 131 92 133 399 356 86 54 45 43 2789 101
is_linear=0
shrinkage=0.1


Tree=423
num_leaves=31
num_cat=0
split_feature=19 2 12 2 18 12 12 17 10 13 12 9 9 4 16 19 18 9 7 6 4 15 19 2 19 15 0 7 17 4
split_gain=0.00109474 0.00259675 0.00114727 0.00201339 0.00414674 0.00140372 0.0136081 0.0301211 0.0489915 0.0636197 0.00398541 0.003873 0.00438208 0.00889105 0.0348443 0.0420588 0.0177854 0.0318619 0.00389694 0.00965979 0.0242916 0.0227666 0.00462565 0.00351212 0.00296701 0.00283688 0.00263943 0.048454 0.0264507 0.00370256
threshold=14.651182102100002 173.34516805710004 69.826413229550027 60.327272492300004 13.552878921100001 147.88310320375004 155.06885325350001 198.10578792550004 62.025417527550012 109.4229343674 144.57070813310003 202.37225149245003 190.16588783940003 191.71186625420003 15.484963789400002 12.751028791950002 13.162733570450003 197.63955579655001 24.081116689550004 16.415383542800004 160.76806275915001 31.385732506450001 14.451165964200003 95.420340682600013 14.451165964200003 35.965617804200001 96.682331287150021 24.225158517200004 189.50863627480001 189.68807257045003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 -7 -10 11 12 24 18 -15 -16 -17 -18 19 20 -14 -22 23 -21 25 -5 27 29 -29 -13
right_child=1 -3 3 5 -6 6 -8 -9 9 -11 -12 26 13 14 15 16 17 -19 -20 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0043264985867924087 -0.0018169094818333701 0.0076008331787200088 0.0018938431854786332 0.00011718797446196045 -0.010239543610380621 -0.10105934728325405 -0.00033339832606583112 -0.10084211328032783 -0.079785532905659456 0.10034499301500065 0.0085929999682495643 -0.0047303080076845326 0.0014904961182012038 -0.0033229749404819447 0.10012376428216932 0.055627644854513526 -0.058721190289525362 0.037029531491211395 -0.00090330128208467226 0.0009324653797178591 0.064579261853761574 0.0073081113509595608 -0.0040715800392145656 0.010595936774989694 0.0053138533462001366 -0.0055899024989817699 -0.00061406363470245604 0.021276039817570033 -0.091389489574390512 0.0066836854662457208
leaf_weight=0.583147727841136 0.57052150970548499 0.60139964809786761 0.55087496008355319 2.1165202156431158 0.57638894229575044 0.036391137406868945 24.226823719965719 0.043236798537449772 0.030161937199238764 0.056031288928352296 0.60700547300501639 0.60392483046494649 0.57504591642646152 0.5003513710994979 0.083382810902548954 0.075979728600941598 0.061194966838229448 0.080427128705196083 3.0836914787450951 1.056737299169981 0.14666176398532116 0.13177657264168374 1.0733366506174207 0.58392037540033936 0.6094795170938595 1.4800557621201731 5.1800163125610368 0.026846490625757613 0.09310532605923072 0.53682858141853274
leaf_count=42 41 36 23 534 57 22 2216 23 48 11 75 89 16 32 7 11 29 20 119 28 20 37 14 64 58 37 194 12 101 18
internal_value=-1.14094e-06 0.00301603 -8.00506e-05 -0.000138153 -0.00431016 -2.90335e-05 -0.000528805 -0.0290782 -0.00376632 0.0373112 0.00062266 0.000355354 0.00144262 0.0028991 0.0128501 0.039736 0.016596 -0.0043444 0.0017002 0.00395064 0.0132298 0.0374745 0.00103257 0.00437176 -0.00113804 -0.00223138 -0.00161275 -0.00571618 -0.0661737 0.000641018
internal_weight=45.9813 1.17192 44.8093 44.2262 1.12726 43.0989 24.3926 0.165821 0.122584 0.0861932 18.7063 18.0993 11.6586 7.45251 0.801336 0.300985 0.217602 0.141622 6.65117 3.56748 0.853484 0.278438 2.71399 1.64066 4.20606 3.59658 6.44072 1.26071 0.119952 1.14075
internal_count=4034 77 3957 3915 80 3835 2320 104 81 59 1515 1440 1026 397 99 67 60 49 298 179 73 57 106 92 629 571 414 220 113 107
is_linear=0
shrinkage=0.1


Tree=424
num_leaves=31
num_cat=0
split_feature=6 15 2 13 5 13 7 2 8 9 6 3 17 9 12 9 19 16 17 17 6 12 4 2 10 13 17 17 2 15
split_gain=0.0010343 0.00305447 0.00524853 0.0705904 0.00462369 0.00328814 0.00267786 0.0171113 0.012711 0.00545959 0.00464414 0.00609719 0.00445201 0.00354765 0.00442376 0.00337307 0.00606343 0.00257183 0.00602746 0.00709504 0.00400654 0.00296457 0.0277263 0.0117034 0.0182226 0.0295815 0.00936151 0.0345529 0.00568219 0.0345436
threshold=16.465384711100004 42.713473568600008 194.17955033580003 117.64961624655002 23.854886427500002 117.59584708395001 22.516377366000004 103.92649527695001 8.0437227585500022 190.73543849905005 16.555386813950005 93.394346993650018 168.59667799010003 197.29115675710003 122.12526081760002 205.22231928645002 14.451165964200003 22.644947046300004 191.46721301340003 194.19264200700002 14.955349429350003 246.36519872610003 321.23864991185008 306.37214232930006 62.55235532115001 115.51498049095001 199.20888372035003 206.35686538205002 204.67136036115002 38.62622401090001
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -3 -6 7 -2 12 -8 15 13 -9 -12 -15 16 -11 21 -19 -20 -21 28 -23 26 -25 -26 -24 -28 -1 -30
right_child=1 4 3 -5 5 -7 9 8 -10 10 11 -13 -14 14 -16 -17 -18 18 19 20 -22 22 23 24 25 -27 27 -29 29 -31
leaf_value=1.8784136996082469e-05 -0.0025882920625454309 0.0075032972051848369 -0.09467725502446972 0.0029355447462771677 0.0013427375501865598 -0.0066561741531381523 0.0048186212839858231 -0.10002002313649493 -0.074308510719938964 -0.0094130572446116459 -0.0075301181053915867 0.010946461281538802 0.07169166843732265 -0.0042741548437873192 0.0084169364432311738 3.1462981840141658e-05 -0.00075005887118264822 0.011673474679403622 -0.0091829398258872225 -0.0016533096503238049 0.010293293247215082 -0.10070521736859528 -0.0027157079113247305 -0.095619323260897338 -0.090767578927216375 0.1000375289015175 0.08213558594578263 -0.054251084019085988 0.07636423041064283 0.0013454698676654891
leaf_weight=27.077601858593638 1.1823994749275737 1.0116491049702734 0.085853971572986576 0.54046223697522322 2.5924053133839391 0.64097833678675886 1.631538365065351 0.0018071698914708953 0.05531564221645624 1.6582798806484791 0.53972367812764366 0.59247993038775337 0.0091800827245869243 0.52486972563201539 0.57615402805095073 2.0009813068318181 1.575616209534928 0.65361286249671424 0.53210557865895669 0.51808551227441035 0.61273612212971784 0.029809772613590302 0.5334872222165441 0.03241013174739571 0.015346317327962211 0.017268235329538584 0.052351354951533313 0.028791426727607927 0.069070972452958013 0.55124449875592063
leaf_count=2091 182 30 116 28 65 71 24 119 26 25 8 27 166 16 29 10 21 42 11 13 58 27 146 43 318 22 47 74 165 14
internal_value=-6.0071e-07 -0.000674735 -0.0015558 -0.010445 0.00160309 -0.000242948 -0.0010178 -0.00536031 -0.0547946 -0.000421897 -0.00156678 0.00225121 0.0434487 -0.000888684 0.00236696 -0.00319555 -0.00519228 0.000333345 0.00353724 0.000339295 0.00481996 7.20764e-05 -0.00631091 -0.00217075 -0.0425148 0.0102569 0.00209744 0.0337423 0.000235572 0.00969867
internal_weight=45.9436 15.2197 10.9747 0.626316 4.24503 3.23338 10.3483 1.2487 0.0663029 9.09964 7.4681 2.23323 0.0109873 1.64075 1.10102 5.23488 3.2339 30.7239 2.31654 1.66293 1.13082 28.4074 0.709464 0.679655 0.0650247 0.0326146 0.61463 0.0811428 27.6979 0.620315
internal_count=4034 963 797 144 166 136 653 493 311 160 136 80 285 53 45 56 46 3071 124 82 71 2947 677 650 383 340 267 121 2270 179
is_linear=0
shrinkage=0.1


Tree=425
num_leaves=31
num_cat=0
split_feature=5 3 5 8 7 13 7 7 2 5 17 19 5 18 15 19 15 15 0 9 5 15 2 12 16 4 3 15 2 17
split_gain=0.00102208 0.0172274 0.00489306 0.0150586 0.0109268 0.00625323 0.00802413 0.007574 0.00372078 0.00201966 0.00520793 0.00215322 0.00143496 0.00476848 0.0100923 0.00622636 0.00561446 0.00375553 0.00327654 0.00321843 0.00264891 0.0130493 0.0753989 0.00854944 0.00757448 0.00365995 0.036115 0.0135417 0.0100183 0.0187922
threshold=25.568932055400001 92.913112988300014 29.996566321350006 8.3434888241000014 19.975862989550006 121.87049551135001 21.725272673150005 19.078733418100004 319.18044405035005 24.453399453300005 187.77231677760003 14.651182102100002 22.649179082500002 13.204532713600001 42.493282152450007 14.451165964200003 43.890399822900008 42.713473568600008 85.877418060900013 197.90890142995002 20.911722254300006 36.535628266450011 105.22786026870001 191.60361862930003 22.674946976100003 274.66550124645005 92.058183302850011 37.491361913600009 186.79363985910004 236.15709471040003
decision_type=2 2 2 2 2 2 2 2 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 7 8 -4 11 -11 12 20 16 -15 19 17 18 -14 -16 25 22 -22 -24 -23 -1 27 28 29 -27
right_child=1 2 5 4 -6 -7 -8 -9 -10 10 -12 -13 13 14 15 -17 -18 -19 -20 -21 21 24 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00055243110468156142 0.097871815850956251 0.0029422165538712185 0.070113427317672464 0.03012783120026399 -0.10026786970616011 0.097961851991601137 0.09977868770025608 -0.10031216179987056 -0.10001875458580532 0.0027812773734698982 -0.011101458319956762 0.005791394458180648 0.00026986515435506529 0.014759792841954694 -0.004951724850298175 0.010487046098438549 -0.010565401087739897 0.005593660037055301 -0.0087105671050588789 0.0020703300244995014 -0.00024069981017186271 -2.1679749472159986e-05 -0.10327564889205723 -0.038601360898901392 -0.011547114151305375 -0.074855167384102431 -0.10136727473412527 -0.076983075762849767 0.0013362385268041431 0.098316204036194552
leaf_weight=23.586075671163879 0.018966952053966701 0.52750665735152702 0.0065731014757730577 0.0086881278548389673 0.024685698111318821 0.011472771806438686 0.0066566516325110561 0.0079376510593736072 0.0015979763779796485 0.52785661080421042 0.55363254338154189 0.64335632323809377 1.5802825106041765 0.67253017243170088 1.0792307548440483 0.60769590585306321 0.56653204034054727 0.9249843327779671 0.54687085978002858 1.6515150478296901 0.58867530558886838 9.7980312526752833 0.089383642593070078 0.026499415250227143 0.6054499954334468 0.038175002765743371 0.037718793396742778 0.02361445720453037 1.1387668922795682 0.0074971803760490721
leaf_count=1480 17 295 81 3 65 11 7 31 32 68 61 52 66 70 25 54 27 20 16 48 48 308 80 33 39 170 32 14 773 8
internal_value=-1.05381e-06 0.00405126 0.00106111 -0.0011792 -0.0663223 0.0377613 0.00742285 -0.0307416 0.0368415 -5.59937e-05 -0.00432553 4.84432e-05 -3.63583e-05 0.0012092 0.00358379 0.00133238 -0.00142281 0.00027422 -0.00203892 -0.000704889 -0.000300777 -0.00158438 -0.014755 -0.0884863 -0.000692424 0.000273418 -0.0050091 -0.00200053 -0.000505588 -0.0464287
internal_weight=45.9085 0.614086 0.595119 0.56088 0.0333738 0.0342382 0.0227654 0.0161087 0.00817108 45.2944 1.08149 44.2129 43.5695 7.62964 4.01097 3.33844 3.61867 3.05214 2.12715 2.73075 35.9399 11.108 0.704558 0.115883 10.4035 24.8318 1.24577 1.20805 1.18444 0.0456722
internal_count=4034 542 525 363 68 162 151 144 113 3492 129 3363 3311 326 197 127 129 102 82 73 2985 508 161 113 347 2477 997 965 951 178
is_linear=0
shrinkage=0.1


Tree=426
num_leaves=31
num_cat=0
split_feature=0 4 6 12 18 5 6 13 3 6 2 4 2 8 15 17 16 5 6 6 5 6 9 10 9 17 7 17 0 18
split_gain=0.00100426 0.0395094 0.015238 0.0337908 0.024058 0.00755512 0.0629287 0.0263126 0.0118176 0.009677 0.0126183 0.0054535 0.00401421 0.00541853 0.00383939 0.00526093 0.00368813 0.0346974 0.00249712 0.00195265 0.00249291 0.00179381 0.00976638 0.0100026 0.0072693 0.00660963 0.00166018 0.0169779 0.0646061 0.0107569
threshold=98.142164052000012 169.88079978325004 12.350288562550002 93.660658182900008 16.587089536200001 16.569990495050003 13.78532209185 104.08096806215002 82.081315180750025 13.715320456250003 103.92649527695001 258.34517449385004 172.77856529855003 8.2435668022500028 24.392685421400003 183.19621122360005 18.404956961200003 17.621651749750004 11.805275828400001 5.3251244207000008 9.1983704482500013 14.315334475500002 206.57490536735003 71.015621515800021 196.64273721640004 172.24349499320002 24.384659815400003 200.68028944555002 94.047642319350018 14.382403557200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 18 -4 12 6 7 8 -1 10 -9 -6 -5 -14 15 -7 17 -16 -3 20 -10 -19 23 24 25 -23 29 28 -28 -18
right_child=1 2 3 4 11 14 -8 9 19 -11 -12 -13 13 -15 16 -17 26 21 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.091727072352434075 -0.100599552097227 -0.00047331498134815965 0.094194457903625267 -0.10049491888911917 -0.034808220051294379 -0.0015523850600542117 0.00032586775341948731 0.093424036341711536 -0.10004912616248614 0.10035556620590269 0.0095991959119108711 0.042229000375240723 -0.10013872988310474 0.01588716896592704 0.056190778753081587 -0.012183313504633248 -1.5863884432618116e-05 -0.0043889768007550492 0.0065552077086232204 -0.10108140928589492 0.092724044323213517 0.073980025710705069 -0.00059101428533180414 -0.012769809380312865 0.098965895985469787 -0.10055074178801943 -0.0054107308082117778 0.00034647535406107609 -0.10061744995590288 0.012288657036765505
leaf_weight=0.0049725397536995999 0.039790554050854854 4.1016408175939487 0.017627695575356372 0.05745462123559264 0.015781050131408847 2.5274960175739101 1.6219200166888184 0.034954402500261494 0.0013970311047526432 0.083891104673966765 0.036931651576651348 0.021998777825501747 0.0083220153157785859 0.0077954106309334739 0.1218458644580086 0.57058859061629519 27.675164389214533 0.51194286027113356 0.5765409993681273 0.013059532182694511 0.001290515005166526 0.004768656143092187 0.51815989703234777 0.020692017744295299 0.028042217221809551 0.0039816044015879015 0.6520750636154834 5.7825410471741634 0.080021934086715873 0.72921358946575665
leaf_count=13 54 1176 2 56 23 406 39 7 90 10 34 22 29 14 26 68 1209 27 56 25 7 39 57 14 8 54 80 197 132 60
internal_value=-2.12395e-06 -0.00136338 -0.000541967 -0.0344496 -0.0548148 0.000158704 0.00649655 0.0632021 -0.0426682 0.0772837 0.0503588 0.0100497 -0.0881232 -0.0440212 -0.000131867 -0.00351033 0.000157843 0.00558682 0.000392883 -0.085107 -0.00748265 -8.24975e-05 0.00374742 0.0428537 0.0741362 -0.00543618 -3.01921e-05 -0.00146997 -0.0158173 0.000300025
internal_weight=45.8719 4.84695 4.80716 0.12898 0.111352 41.025 1.79842 0.176497 0.0207196 0.155777 0.0718861 0.0377798 0.073572 0.0161174 39.2265 3.09808 36.1284 1.20943 4.67818 0.0157471 0.00268755 1.08759 0.575644 0.0574845 0.0367925 0.00875026 34.919 6.51464 0.732097 28.4044
internal_count=4034 1432 1378 146 144 2602 225 186 135 51 41 45 99 43 2377 474 1903 225 1232 122 97 199 172 115 101 93 1678 409 212 1269
is_linear=0
shrinkage=0.1


Tree=427
num_leaves=31
num_cat=0
split_feature=6 6 5 6 6 15 19 12 13 16 19 18 19 5 16 5 16 5 16 9 15 9 6 6 15 15 13 19 18 3
split_gain=0.000979766 0.00267618 0.0178106 0.0329271 0.0378371 0.039532 0.0245052 0.0203737 0.0173807 0.00917179 0.0550381 0.0154207 0.00533935 0.00432055 0.0045063 0.0083569 0.00547118 0.00460998 0.00338075 0.00313593 0.00312419 0.00291547 0.00274518 0.0241296 0.0623374 0.0164448 0.0607566 0.0294726 0.0130821 0.00719978
threshold=16.465384711100004 16.235379337050002 20.971847224900007 16.165377701450002 15.425360411050002 37.870720399650004 14.451165964200003 368.00406080990007 114.02557468670001 22.494947397000004 14.251149826300002 14.395252042950002 14.451165964200003 21.089169479000002 22.624947093000003 22.127107789600004 22.664946999500003 22.649179082500002 18.634956423400002 66.687144445250013 40.800303470200006 205.67007911670001 14.980350013450002 14.815346158200002 30.046989284200006 35.517387705950007 113.97180552410002 13.651101412550002 14.199468390000002 88.055069146550025
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 8 18 -7 10 11 -3 22 21 -15 -16 17 -17 19 -4 -10 -11 23 -1 28 26 27 -24 -25 -29
right_child=-2 9 3 -5 5 6 -8 -9 20 13 -12 -13 -14 14 15 16 -18 -19 -20 -21 -22 -23 25 24 -26 -27 -28 29 -30 -31
leaf_value=-0.00026157134437951502 -0.00065887671302985421 0.09896925408331976 0.035332595566663412 -0.10190514450917738 -0.074684478846608712 0.008864154858157022 -0.02815037279534835 0.042655195410863864 0.10012963859914854 -0.0094472345877245623 0.0001872691235265198 0.025487654175407767 0.0094182745443305953 1.015965539848032e-05 0.015384671358991365 -0.0013016062052510608 -0.0064902264924694038 0.011724013253467905 -0.10087802714774563 -0.10008291208007412 0.060869322197896925 0.00065574177410627739 0.00010464983128293719 0.093120370627788634 -0.028649963100997614 0.0039938844044003696 0.0029009535901611851 -0.10089247517659189 0.038279434593111776 -0.055871561790084207
leaf_weight=18.668130826841413 15.184157264800186 0.08069806527804857 0.0037236825889058736 0.045413727155391825 0.045420309993512875 0.056495808647014201 0.053782906354172155 0.013249611735293598 0.041819775957264937 0.62933629294275195 0.61847820537514053 0.044202587676181793 0.59725923629593936 4.7969872251858368 0.61380199727136675 0.4999376921332439 0.54417961145378502 0.59517769879342097 0.059360795700740709 0.0031625646777930783 0.039332059503067285 0.52300965948961675 0.057293805402877207 0.08968103412189421 0.11379730569115054 1.0646036174148319 0.51569101400673389 0.095078959537204355 0.084466732980217785 0.056707275267399382
leaf_count=2089 963 44 44 10 36 14 19 24 28 56 69 18 31 135 26 5 26 37 47 120 13 6 24 11 34 14 8 28 34 21
internal_value=-1.99504e-06 0.000323424 -0.000276472 -0.0222793 -0.0108485 0.00918764 0.0290878 -0.0705437 0.0514524 0.0017789 0.012415 0.072964 9.64781e-05 0.00081496 0.00174284 0.00543183 0.00170518 0.00577761 -0.0931838 -0.0268581 0.0811012 -0.00486185 -0.000171895 0.000181532 0.0289089 -0.00391599 -0.0155347 -0.0610057 0.0665209 -0.0840727
internal_weight=45.8344 30.6503 21.7045 0.361761 0.316348 0.236851 0.191431 0.0794967 0.137648 8.94581 0.743379 0.124901 21.3427 8.20243 7.05008 2.2531 1.6393 1.09512 0.066247 0.00688625 0.0811518 1.15235 20.7455 18.9561 0.287945 1.78937 0.724771 0.20908 0.174148 0.151786
internal_count=4034 3071 2649 355 345 110 74 235 55 422 131 62 2294 291 229 94 68 42 211 164 41 62 2263 2168 79 95 81 73 45 49
is_linear=0
shrinkage=0.1


Tree=428
num_leaves=31
num_cat=0
split_feature=18 18 0 13 5 0 0 17 6 6 7 13 15 17 8 3 6 16 5 4 6 19 16 16 13 16 18 0 19 15
split_gain=0.000861855 0.0126846 0.00795721 0.0580694 0.0417429 0.0175146 0.00973279 0.0051107 0.00425888 0.0034339 0.00531393 0.0335039 0.0397293 0.0250215 0.0263242 0.00908297 0.00369583 0.0029908 0.00273461 0.00733798 0.00369351 0.0226476 0.0388137 0.00397172 0.0161957 0.0208959 0.00763621 0.0081298 0.00417728 0.0065815
threshold=13.4793103924 13.531614672700002 86.329079026800017 117.55820867010002 23.730745871350006 85.812895065800021 85.791387400750025 193.50449793755004 16.715390552450003 16.565387047600002 23.356162058950002 117.56896250265002 31.504255087500002 199.20888372035003 8.3434888241000014 82.213049629150021 16.525386113000007 22.654947022900004 20.305669781650003 143.78867033265001 16.375382608200002 14.351157895250003 22.614947116400003 22.574947209950004 117.46680109370001 21.799949022250004 12.551858988050002 88.872360418250011 14.351157895250003 40.682889193900003
decision_type=2 2 2 2 2 2 2 2 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 8 18 -6 10 11 12 13 14 15 -4 17 -12 19 -1 21 -20 -23 24 25 26 -22 -28 -25 -30
right_child=1 2 9 4 5 -7 -8 -9 -10 -11 16 -13 -14 -15 -16 -17 -18 -19 20 -21 23 22 -24 28 -26 -27 27 -29 29 -31
leaf_value=-0.0036705730229498511 -0.014428626594019707 -0.10153672174708589 0.064793513570265013 0.085001417776127658 -0.10018632425815965 -0.10081777808954934 0.10030288773982286 0.0091055975164512064 0.017332487143307835 0.0075783287096476129 0.00011416633037724305 0.1003466521302628 -0.10092397189538405 -0.10043119246486432 0.10031436223036656 -0.10040076066109459 -0.0057958353928517182 0.0074738214983187945 -0.00094594137291975286 0.012375059238686018 0.035736163565917273 0.01435826124865951 -0.10108399175564112 -0.0022594510967877427 0.0027807330498425659 0.093720055968712732 -0.10057932318254759 0.10004928192512647 0.0066086385071580976 -0.00037261963401504167
leaf_weight=0.53194175477257022 0.62563144526636705 0.058450140180879795 0.0046145319751155203 0.052790891597396694 0.0056230024850947302 0.025419258974579861 0.0091042080894112587 0.67023398124179223 0.0068288104280327389 0.60104439026963419 24.664382101556761 0.019997856579720974 0.056053760654322105 0.014639715957195154 0.032804179936647415 0.011942257847633808 1.0429037863450492 0.56481414836889499 1.0800038497587348 0.61397866299358128 0.014590078299654752 0.054565504833590128 0.062464743537731238 5.9120954302925721 1.5950512785124003 0.044609256161493249 0.012011121268300506 0.0024280197685584435 1.7780584945580811 5.6142527344188622
leaf_count=15 30 42 78 11 37 11 1 76 16 41 2311 2 25 22 6 125 12 48 171 53 238 19 29 112 120 9 145 2 108 119
internal_value=-1.80336e-06 -0.000350811 -2.66643e-05 -0.0223874 0.0239839 -0.0445878 0.0217197 0.000537573 -0.0357368 0.000104303 -6.57788e-05 -0.0194929 -0.0394549 0.0143815 0.0484332 -0.0543596 3.77839e-05 0.000278929 0.00020594 0.0049266 -0.000128597 -0.00547381 -0.0472589 0.00029873 0.00489752 0.0507483 -0.0152865 -0.0668425 -0.000278068 0.00130657
internal_weight=45.7833 27.797 27.1714 0.158216 0.0997662 0.0469753 0.021556 17.9863 0.0124518 27.0132 26.4122 0.140052 0.120054 0.0640007 0.049361 0.0165568 26.2721 25.2292 17.3161 1.14592 16.1701 1.19703 0.11703 14.9731 1.66869 0.0736385 0.0290292 0.0144391 13.3044 7.39231
internal_count=4034 2818 2788 118 76 65 54 1216 53 2670 2629 258 256 231 209 203 2371 2359 1140 68 1072 219 48 853 514 394 385 147 339 227
is_linear=0
shrinkage=0.1


Tree=429
num_leaves=31
num_cat=0
split_feature=13 10 17 8 13 3 5 9 6 6 17 7 9 15 15 12 4 15 5 3 6 10 12 8 15 16 12 18 15 2
split_gain=0.000875027 0.00530619 0.0314229 0.0110578 0.00375627 0.00979102 0.00557453 0.022989 0.0331512 0.02165 0.00508852 0.0104867 0.00456123 0.00359055 0.00606063 0.0032659 0.00342035 0.00142387 0.00405941 0.00157241 0.00601667 0.0132421 0.0247403 0.0346619 0.0120736 0.00715728 0.00549624 0.00506545 0.01056 0.00288663
threshold=117.60660091645001 61.993156030000002 189.43751236195004 5.9453602998000008 117.63886241405002 93.794927255050013 23.928204628200003 205.67007911670001 16.8053926553 18.350428754850004 188.19076296340003 23.445318439400001 198.96357396150003 43.030193406950012 34.139075990150012 164.26638063525002 377.6847677435 46.683480308100009 24.279163357700003 93.281431752200021 16.525386113000007 62.079186690200011 172.63877719270002 8.4434108459500017 36.207782793200003 22.624947093000003 96.671604122700018 13.276755824150003 37.491361913600009 200.74412770730004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 5 -2 10 8 -8 -10 12 -12 13 14 -6 -1 -17 18 19 27 21 25 23 24 26 -21 -23 28 -3 -29
right_child=4 17 -4 -5 6 -7 7 -9 9 -11 11 -13 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.10004585413133678 -0.015057303165330882 0.00047788017253036274 0.0029593535700674321 0.10035986035088501 9.6339354767926167e-06 0.00078895942031452764 -0.093470401037254319 -0.00071182582539698874 0.087920157679314132 -0.10022717117911167 0.014515594159135899 0.00054864847069999916 0.0036955728091880346 0.00040732095203704563 -0.014519805257578736 0.046217653121978911 -0.10002045959113277 -0.0050572675378294223 0.0084414898875298083 -0.012356486164961586 0.0013373877384606795 -0.10017956384437993 -0.08948777320837803 0.042667320623872761 -0.087436586310502579 0.0011584725287224825 0.083446366264020952 -0.00043078246784306599 0.015733918997455014 0.003705249377138091
leaf_weight=0.0026431079158975032 0.62598370308660189 1.6162801445156838 1.0693867064177274 0.046665203139127698 0.51529373267840195 1.0339665880763673 0.065945129003018965 0.53502400400520855 0.021195513503990071 0.0085963695255486527 0.72823939710360752 2.0531923971384458 1.037810980319591 0.87008817377500225 0.64826804054609966 0.010002137104366593 0.0019037959560085369 0.55008634005307655 0.56993996814638492 0.59528545020209911 2.5796425986953864 0.0021408074297556423 0.052859875076791241 0.063897324143908918 0.044855513304355554 1.1466074896688949 0.0068320584075394208 26.804023291402778 0.6307803649251581 1.8007881698617563
leaf_count=227 29 64 22 13 13 24 43 56 68 23 47 32 18 6 37 82 42 84 108 32 62 11 21 14 21 39 87 1828 27 854
internal_value=-2.48809e-06 0.000201083 0.00694801 0.0766282 -0.000942267 -0.00518682 0.000144428 -0.00878754 -0.0539185 0.0336307 0.00110702 0.0042055 -0.00169888 -0.00445178 -0.00808531 0.000510327 0.0228337 -8.11165e-06 6.92252e-05 -6.57818e-05 -0.00181377 -0.00606421 -0.0326543 -0.00713557 -0.0662544 -0.00346021 0.0396356 0.000188731 0.00476046 -0.000170403
internal_weight=45.7382 37.5946 1.1306 0.0612142 8.1436 1.65995 6.48365 0.630761 0.095737 0.0297919 5.85289 2.78143 3.07146 2.03365 1.16356 0.014549 0.0119059 36.464 35.9139 35.344 4.49212 1.91248 0.170586 0.117726 0.0538284 1.74189 0.00897287 30.8519 2.24706 28.6048
internal_count=4034 3638 386 364 396 53 343 190 134 91 153 79 74 56 50 351 124 3252 3168 3060 287 225 154 133 119 71 98 2773 91 2682
is_linear=0
shrinkage=0.1


Tree=430
num_leaves=31
num_cat=0
split_feature=8 4 9 16 4 14 12 13 16 13 10 18 8 18 16 7 2 18 8 2 18 17 2 10 9 9 18 16 9 7
split_gain=0.00112014 0.0081007 0.0111292 0.00415872 0.00341156 0.018988 0.00540605 0.00429744 0.00175136 0.00185498 0.0042371 0.0166439 0.0197284 0.00824294 0.00411026 0.00584897 0.0192259 0.00332235 0.00173354 0.00251957 0.00240375 0.00150566 0.00131139 0.0150778 0.032479 0.0314816 0.022865 0.0143678 0.0115974 0.0118673
threshold=8.8430989333000021 229.04063404465003 226.28914430085004 22.239947993350004 171.27730165960003 168.39662374755002 69.826413229550027 115.68166489510001 22.764946765650006 117.60660091645001 61.993156030000002 13.314799198000001 8.4434108459500017 12.867440043550003 22.584947186600004 23.165384528550003 108.24034454255001 11.644643452600002 5.9453602998000008 319.18044405035005 11.928667296000002 173.77968723070003 204.67136036115002 62.095317438950012 202.37225149245003 195.10791980860003 14.030930991100002 22.644947046300004 213.27127849780001 26.0252225485
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 -3 5 6 -2 -8 9 10 11 12 13 17 -11 16 -16 -1 19 20 -19 -22 -12 -24 25 -25 -26 28 -28 -30
right_child=1 2 -4 -5 -6 -7 7 -9 -10 14 22 -13 -14 -15 15 -17 -18 18 -20 -21 21 -23 23 24 26 -27 27 -29 29 -31
leaf_value=-0.10006135666370555 -0.026133881608639348 -0.032887510064675642 0.004840099006976511 -0.10055154488723539 0.0027673376300070738 -0.091324780764622374 -0.0053236981968450498 0.059018282595690225 0.0052708918608803485 0.0064593516566924386 -8.3812569525491915e-05 0.003328269644312134 0.10027512134710702 -0.10064338712953086 -0.00077182555984394818 0.00032537107538711579 -0.020087012312606674 0.068753529497509958 0.10007327034711747 -0.10001968995937341 -0.10005373872682702 0.054286518942277477 -0.00023227677457141288 -0.083103253634727731 -0.089927032021839798 0.097092615552290734 0.03337502726455515 0.10006935211889288 -0.09821553696285136 0.0055660747932172383
leaf_weight=0.001901659330936444 0.026238345904856852 0.015229313269628619 0.035351936860934075 0.022507704682951157 0.53736479190051512 0.025620102899097219 0.018086090088871742 0.024364859098568559 0.63576460677722835 0.59100654263335783 33.906283305314673 1.0598544546396267 0.038977276999503374 0.0075964575350418997 1.9699616672151026 3.678943916991102 0.69790444715081168 0.0073469107003170109 0.0036630504473578194 0.0014947266880369634 0.0016732035922473187 0.0010158129972750451 2.1720334130761305 0.011093225500137804 0.024946686316980049 0.076944552768281937 0.051700750200240009 0.017166119156172499 0.018273536262739754 0.027750767295074752
leaf_count=116 19 15 25 35 45 19 25 18 49 105 2203 18 5 77 37 69 59 27 9 35 73 26 136 456 10 34 115 17 16 141
internal_value=-2.40765e-06 -0.00395826 -0.0354764 -0.0732448 -0.0003114 -0.0178537 0.00954992 0.0316056 5.9542e-05 -1.51341e-05 0.000263248 0.00631144 0.0559701 -0.0139675 -0.00151701 -0.00225976 -0.00582461 0.0245476 0.0401437 0.0211054 0.0391454 -0.0417496 7.60816e-05 0.00233509 0.0268064 0.074387 -0.00314899 0.0156934 0.000872157 -0.0356395
internal_weight=45.7081 0.704763 0.073089 0.037737 0.631674 0.0943094 0.0686893 0.0424509 45.0033 44.3675 37.4297 1.12352 0.0636691 0.0246918 6.93782 6.34681 2.66787 0.0170954 0.0151937 0.0115307 0.0100359 0.00268902 36.3062 2.39991 0.227876 0.0880378 0.139838 0.114891 0.0977251 0.0460243
internal_count=4034 201 75 50 126 81 62 43 3833 3784 3514 386 368 363 270 165 96 286 170 161 126 99 3128 925 789 490 299 289 272 157
is_linear=0
shrinkage=0.1


Tree=431
num_leaves=31
num_cat=0
split_feature=6 15 4 2 16 17 16 5 2 6 16 16 18 17 9 9 0 6 3 3 13 6 0 7 16 12 17 18 17 9
split_gain=0.000968739 0.00261832 0.00516658 0.0305393 0.00428977 0.00416655 0.0111822 0.00523354 0.00314595 0.00267269 0.0116974 0.045267 0.0105347 0.00546227 0.00491318 0.0166103 0.00354842 0.00232013 0.00363023 0.0294336 0.00535822 0.0209127 0.00567973 0.00477033 0.00372754 0.00445947 0.0286854 0.0151172 0.0114109 0.0067567
threshold=16.465384711100004 41.492094664050008 273.85977434290004 216.11743889730002 22.574947209950004 192.77618096940003 22.654947022900004 24.041678002600005 207.18514273665002 16.565387047600002 22.514947350300002 21.569949560100003 12.551858988050002 174.57458007295003 197.90890142995002 190.73543849905005 78.626646483100004 16.445384243750002 93.620177476600006 93.794927255050013 117.55283175385001 16.285380505300001 85.705356740550016 19.506002767000002 22.654947022900004 246.36519872610003 203.30705351230003 14.118140587000001 199.20888372035003 209.54955617820002
decision_type=2 2 2 2 2 2 2 2 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 9 -4 -3 6 -6 -7 -9 14 11 12 16 -14 15 -2 -11 18 24 -20 21 22 23 -21 25 -1 27 -27 -29 -28
right_child=1 4 3 -5 5 7 -8 8 -10 10 -12 -13 13 -15 -16 -17 -18 -19 19 20 -22 -23 -24 -25 -26 26 29 28 -30 -31
leaf_value=0.00025538445998794763 0.0040857039990950007 0.0092596094283328989 -0.068520647286532302 -0.001800070461250513 -0.014019645378743353 0.011636410065928728 0.00094105194556681206 -0.0054553002313875477 0.0052289124261317042 -0.018478715829513319 4.708009457738793e-05 0.067193764373216197 0.038721619436742523 -0.10054574767539647 -0.0007880639890861347 -0.018787108207176405 0.099098384732651992 0.0031333058375695687 -0.071741121009237269 0.049265567497897976 0.0026024121413947901 -0.078047802178545969 0.098298812735073016 -0.10010925302617085 0.0076768661886327848 -0.10120641422081628 0.0017173188898464945 -0.074516383638586592 0.099146441249044218 -0.036714635512566748
leaf_weight=25.873871691734184 0.61406811633014136 0.57643673292477515 0.079110138026806776 0.51648839550491843 0.62303213078463704 0.59981907828478132 2.5218079179587178 0.53672906401152409 0.56644123446517369 0.0064331253341268768 2.6383907317837156 0.097326749870262574 0.0031307972849106127 0.028032917974982752 5.0688477301737294 0.65739309013588354 0.0042708135099402966 2.6792533011231674 0.06395860944758136 0.0055266821436674718 0.54555129299296823 0.034115149994775607 0.011118288355646655 0.0034867255947361731 0.65606725442921643 0.046556051672922205 0.55972151343940935 0.0074377006113575117 0.0077013261210768791 0.049817130930819076
leaf_count=2049 36 14 32 104 43 20 64 16 44 211 91 34 72 106 33 29 14 86 23 15 25 55 5 107 69 32 183 257 40 125
internal_value=-1.57989e-06 -0.000655711 -0.00163851 -0.0106622 0.00110423 0.000134505 -0.00202285 0.0041184 3.06874e-05 -0.00104906 0.00153765 0.029791 -0.0571564 -0.0865545 -0.00218226 -0.0077404 0.0284339 0.000322609 5.2356e-05 -0.00725445 -0.000378005 -0.0303516 0.0504744 -0.00851824 0.000230655 4.66204e-05 -0.00800055 -0.072979 0.0138271 -0.0014237
internal_weight=45.6819 15.1378 9.71349 0.595599 5.42427 4.84783 3.14484 1.70299 1.10317 9.11789 2.77759 0.139194 0.0418677 0.0311637 6.34031 1.27146 0.0107039 30.5442 27.8649 0.663757 0.599798 0.0542468 0.0201317 0.00901341 27.2012 26.5451 0.671234 0.0616951 0.015139 0.609539
internal_count=4034 963 762 136 201 187 107 80 60 626 528 437 403 178 98 65 225 3071 2985 230 207 182 127 122 2755 2686 637 329 297 308
is_linear=0
shrinkage=0.1


Tree=432
num_leaves=31
num_cat=0
split_feature=8 19 8 6 9 19 5 15 9 9 19 2 2 6 6 10 9 17 4 6 3 18 9 18 6 9 7 15 13 9
split_gain=0.00101782 0.00702931 0.0182568 0.0055621 0.00415452 0.0013683 0.00425845 0.00654323 0.002803 0.00575535 0.00632763 0.00788456 0.00306485 0.00300034 0.0018873 0.00661591 0.0359159 0.0405235 0.0285356 0.00403506 0.0120386 0.00241918 0.00243099 0.013177 0.0374551 0.00308267 0.00240759 0.0273403 0.00511819 0.0244714
threshold=8.8430989333000021 14.451165964200003 9.5425530862500008 16.605387982250004 209.38433325880001 14.451165964200003 24.393336510100003 42.713473568600008 201.32298960505003 199.38481636575003 14.551174033150001 116.68694986600001 168.06224882620003 16.565387047600002 16.465384711100004 61.93938686740001 198.96357396150003 190.94474013770002 254.30081718620002 16.505385645700006 93.69276584615001 13.777522434500002 192.98754432855 13.036600629150001 16.555386813950005 197.55459634620004 22.814487719050003 39.15620581320001 114.05514772615001 185.44496129890004
decision_type=2 2 2 2 2 2 2 2 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 14 7 8 9 10 11 -7 13 -12 15 16 17 18 -1 20 -16 22 23 -21 -25 -24 27 28 29 -17
right_child=1 2 -4 4 -6 6 -8 -9 -10 -11 12 -13 -14 -15 19 26 -18 -19 -20 21 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.03819178203782865 0.00031922428094341703 -0.10070749696391171 0.019992140089927925 0.005122927114838919 -0.069286291185307658 0.014446278684651166 -0.0069753460429069188 0.011605178681657202 0.0071181414873759319 -0.0095965476325966109 -0.010512739660099059 0.0012445014419266158 0.0030212257327018018 -0.00040330185158886231 -0.01624536102272069 0.037767490707917739 0.10036987702451905 -0.10138646344908364 0.095696888410287909 -0.001149571505113439 0.00099093722841154174 -0.0068456127506750872 0.0041367658642014003 0.021943874229597485 -0.10142234125270606 -0.00066518188287213818 -4.7158245299234089e-05 0.061509495008152906 0.0022586588773928977 -0.081933010726422117
leaf_weight=0.029075248937996068 0.5957749241850071 0.025432560800254578 0.043858622782863677 0.013114940301420575 0.017537378933752734 0.62925995202385543 0.55291943958528378 0.65735199657882493 0.65680841340508767 0.53649070536994248 0.65129127903492168 1.6094877299474317 0.55987684844149033 0.53450373141095042 0.66687638838993635 0.032105770735028183 0.041156710183713585 0.032880021497145862 0.035177889040492794 2.4337631802710393 1.0327590884105573 0.55426205485813085 2.1283876483428941 0.050262502584473512 0.048221397530318733 3.5949182389304042 26.683430701886234 0.078680027155669907 1.0822334045078603 0.036491199745796621
leaf_count=25 103 17 36 20 25 44 53 73 67 24 56 26 13 12 29 320 6 10 27 387 35 27 33 16 84 24 2369 31 33 9
internal_value=-2.10278e-06 -0.00379773 -0.0283394 -0.0661348 -0.0374495 5.66461e-05 0.00141222 0.00220701 0.00101384 0.00012699 0.00143624 0.00495521 -0.0030767 -0.00595585 -0.000167919 0.000260296 0.0220789 -0.0110942 0.0351108 -0.00131089 -0.00577197 -0.000450231 -2.08576e-05 -0.00260068 -0.0384608 0.00112057 0.0001522 0.00447876 0.000579683 -0.025909
internal_weight=45.6444 0.695718 0.0999435 0.0560849 0.0306523 44.9487 6.38799 5.83507 5.17772 4.52091 3.98442 2.23875 1.74567 1.1858 38.5607 28.0512 0.13829 0.0971332 0.0642531 10.5095 1.69964 8.80982 8.25555 2.53225 0.0984839 5.72331 27.9129 1.22951 1.15083 0.068597
internal_count=4034 201 98 62 45 3833 368 315 242 175 151 70 81 68 3465 2830 68 62 52 635 64 571 544 487 100 57 2762 393 362 329
is_linear=0
shrinkage=0.1


Tree=433
num_leaves=31
num_cat=0
split_feature=16 10 10 6 10 10 0 18 9 0 7 6 16 18 15 7 7 13 6 19 16 13 13 10 6 5 16 9 5 6
split_gain=0.00119047 0.00342542 0.0248935 0.00696038 0.0122276 0.011699 0.00133218 0.0190145 0.0151264 0.0213823 0.00384534 0.0189661 0.0103038 0.00848192 0.00486986 0.00300301 0.00157583 0.00138462 0.00226459 0.00118826 0.00329402 0.00626992 0.0176862 0.0229637 0.00349671 0.00425482 0.0201432 0.0274796 0.00263332 0.00174604
threshold=22.764946765650006 61.853356207250009 61.622148808000013 16.8053926553 60.613977009100005 58.167480110400007 85.732241321850012 13.036600629150001 186.68586460755003 85.667718326750006 22.444423115000003 16.565387047600002 22.614947116400003 12.933745112000002 34.040719645900005 19.078733418100004 18.627934156050003 117.54745483760001 14.595341017800001 14.451165964200003 22.534947303500005 117.45067034490002 114.13311301190002 64.184249406300026 16.535386346650004 21.454033346250004 22.644947046300004 198.49982034990003 20.769304081650002 16.465384711100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 7 10 9 17 11 12 13 14 15 16 -1 18 -9 29 21 22 -21 -24 25 28 27 -27 -22 -8
right_child=1 -3 -4 4 -6 -7 19 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 24 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.027819814852100951 -0.047640025753035324 0.00061480171341234688 0.10016040874983752 0.013585611565589063 0.066959291963407427 -0.088688480715072959 0.00024100700834354239 0.096835945356124373 -0.1003253675276993 0.089767761742770902 0.0063707748994802117 -0.0013013077713737112 -0.10068541957609208 -0.10087099730593418 0.10014395464003092 -0.10009743451083741 0.072307456328169303 -0.10022390583100751 -0.10004822830789653 -0.062879300440902855 0.0070015815570815187 0.00098834690641471604 -0.043464804911060889 0.039510048314659346 -0.0025248997582772185 0.058766744266380594 0.0024099564728508995 -0.010449901132633848 -0.00079877798889571518 -0.0013502258430140072
leaf_weight=0.0030686392065409906 0.027225633763008683 0.55217021226417273 0.02920820121653378 0.038297284809232224 0.026189134223386645 0.015798432976907861 28.532262533703168 0.0010113740427010196 0.035106259155167407 0.013319948746357113 0.53764630356322118 1.3801195869750627 0.03014386031256322 0.0071720340032470622 0.0061064519686624416 0.0028613978622644698 0.0032224287242570426 0.011917165726117673 0.0013831943651838596 0.064715440137660063 0.59329485203852605 0.51015215925872326 0.062548670350224711 0.071460138191469014 1.0798096538783282 0.16059092589523505 1.035865097743226 0.089225603818704258 1.5997478928220514 9.0936191771521617
leaf_count=34 10 6 9 31 12 52 2687 6 111 9 20 367 15 8 2 89 12 20 92 30 50 4 22 23 24 36 28 39 28 158
internal_value=-1.93156e-06 0.00412361 0.0182948 -0.00394632 0.0108708 -0.0162831 -6.51915e-05 -0.00256639 -0.0567628 -0.00141619 -0.000840713 -0.00354696 -0.0624968 -0.0111769 0.0309814 -0.0151633 0.0234677 -0.0862812 -0.0168919 5.33616e-05 0.00146008 -0.00488142 -0.0199499 0.000781499 0.00244621 0.00398927 0.00855686 0.034045 0.00131149 -0.00014357
internal_weight=45.6153 0.688889 0.136719 0.10751 0.0802849 0.0540957 44.9264 2.03308 0.0627379 0.0276317 1.97034 1.43269 0.0525748 0.022431 0.0152589 0.00915247 0.00629107 0.0143117 0.00239457 42.8933 5.26741 0.708876 0.198724 0.134009 4.55853 3.47872 1.28568 0.249817 2.19304 37.6259
internal_count=4034 120 114 105 95 83 3914 785 238 127 547 527 160 145 137 135 46 118 98 3129 284 79 75 45 205 181 103 75 78 2845
is_linear=0
shrinkage=0.1


Tree=434
num_leaves=31
num_cat=0
split_feature=16 10 10 6 10 10 19 2 6 16 6 5 9 9 6 15 19 7 17 10 16 7 6 9 0 0 9 17 13 8
split_gain=0.000981351 0.00295813 0.022744 0.00577246 0.0103972 0.0103351 0.00126956 0.00250449 0.00151678 0.00308872 0.0275792 0.0129855 0.0141595 0.0164964 0.00476731 0.00249548 0.00211595 0.0102019 0.00169454 0.036691 0.014738 0.0124158 0.0449206 0.0182703 0.0100272 0.0657858 0.0169857 0.00371071 0.00857822 0.0676379
threshold=22.764946765650006 61.853356207250009 61.622148808000013 16.8053926553 60.613977009100005 58.167480110400007 14.651182102100002 263.04952530525003 16.575387281250006 22.564947233300003 16.635388683200002 19.925387549600003 212.71218656455002 198.16621393750003 17.475408310100004 23.214132849600002 14.551174033150001 23.626037400350004 200.11066131620001 62.165217350350012 22.604947139800004 23.9417051038 16.305380972600002 194.82237869650001 91.066142252700018 94.773526014550015 213.27127849780001 198.24432709335002 116.72209819155002 8.0437227585500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 5 -5 8 -8 16 10 -10 -12 13 14 15 -13 18 -18 27 20 -20 22 23 -21 -23 26 -26 -1 29 -29
right_child=1 -3 -4 4 -6 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 17 -19 19 21 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00012574756625352131 -0.043852974614398854 0.00055362073489858155 0.10014512893009773 0.012250021310468344 0.063089877457684726 -0.086599431661915624 0.0075547084234240669 -0.0019541971100696309 0.09930460028068426 -0.0037043343353313288 -0.10052039107870066 -0.10003911111372031 -0.070383939202858598 0.08174840478052163 -0.10047959980057963 0.054937488224837516 -0.012744821701128901 0.0056189968273188074 -0.1011513686451756 0.085374312805218788 -0.013776246556904402 0.012141419046208747 -0.085083412681987838 -0.020704591661097674 -0.090361133132570326 0.00035751109999795271 -0.0056485318646729496 -0.0044168220469050692 0.00027549552067788216 0.068468232133341134
leaf_weight=31.018696758051899 0.02665086340129974 0.5518934348365292 0.026432501035742462 0.038229305955610471 0.025075903860852122 0.014622796684193418 0.61431163199313121 0.5044269742211327 0.027695393075359953 1.9328991869424497 0.015067206437322511 0.0013628682065520712 0.018018399340505198 0.026953847282399579 0.0082886289378887312 0.004372497000531439 0.6446329159389339 0.57002712806979616 0.050653555294015606 0.030949930586841812 0.03119271932519041 0.62620445631910104 0.071516692216391675 0.034152813255786896 0.10213157853866039 6.2801191958586422 0.030809745472822669 0.51233087592668924 1.5797149224653706 0.16943213098210208
leaf_count=2166 10 6 9 31 12 52 44 8 25 38 9 80 32 34 168 78 77 32 59 32 16 60 13 8 74 689 27 59 35 51
internal_value=-2.01321e-06 0.0037603 0.0172686 -0.00367856 0.0100608 -0.015099 -5.92283e-05 0.00326725 -0.000144218 -0.00281036 0.0141706 -0.0176646 0.00349622 0.0359821 -0.0519798 0.0181111 -1.42932e-05 -0.00412688 0.000108934 -0.00127555 -0.0678515 -0.000516202 -0.030374 0.0297255 6.32833e-05 -0.00111609 -0.0707286 0.000410862 0.00432153 0.0136966
internal_weight=45.5889 0.682905 0.131011 0.104579 0.077928 0.0528521 44.906 1.11874 43.7872 2.03466 0.101759 0.0740634 0.0589962 0.0409778 0.014024 0.00573537 41.7526 1.21466 40.5379 7.25773 0.0818463 7.17588 0.136619 0.0651027 7.03926 6.41306 0.132941 33.2802 2.26148 0.681763
internal_count=4034 120 114 105 95 83 3914 52 3862 464 426 401 392 360 326 158 3398 109 3289 978 75 903 53 40 850 790 101 2311 145 110
is_linear=0
shrinkage=0.1


Tree=435
num_leaves=31
num_cat=0
split_feature=16 7 8 16 3 9 10 18 12 8 5 2 6 7 18 7 16 18 5 6 10 15 18 6 19 15 17 16 4 15
split_gain=0.00100724 0.00343664 0.0114148 0.022745 0.00242608 0.0370817 0.0089413 0.0120073 0.00609697 0.00390943 0.00238191 0.00281421 0.00321885 0.00200708 0.00146307 0.0064601 0.0441394 0.0063076 0.0151997 0.0253092 0.0187144 0.00900628 0.00511016 0.0143687 0.00410009 0.0128847 0.00357718 0.00410964 0.00532573 0.00283982
threshold=22.704946905950003 21.844899366700002 8.6432548896500023 22.764946765650006 93.846007959550022 187.45330412110005 61.966271448700006 12.933745112000002 94.328280857900012 5.9453602998000008 29.026000224750003 319.18044405035005 16.995397094750004 22.381996090050006 13.327513832500001 23.203497038450006 22.594947163200004 13.512826932300003 19.476154597300006 16.165377701450002 64.665483411650015 23.378903124350003 13.24088655595 16.555386813950005 14.351157895250003 40.682889193900003 187.28691448030003 22.604947139800004 143.78867033265001 45.169600924000008
decision_type=2 2 2 2 2 2 2 2 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 14 6 7 8 -6 10 -10 12 -12 -8 22 16 17 -16 19 21 -20 -19 24 -24 26 -26 27 28 -1 -17
right_child=1 2 -4 -5 5 -7 13 -9 9 -11 11 -13 -14 -15 15 29 -18 18 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0027295094701395113 -0.0016770831893389085 -0.0066701512082779635 0.0019152309444082198 0.079243124134077081 -0.10034203728272464 -0.10029988835677102 -0.0038114105941338839 -0.10047552814655192 -0.066776811034745087 0.10013462415002961 0.068275464465873167 -0.10001672939197206 -0.10001227372607834 0.0049311393040128793 6.7527307353738318e-05 0.00016662003596366475 -0.076841360027476824 0.069238322716350706 8.3635192240447243e-05 0.10028598319716758 -0.10060334203539166 -0.10031520004531072 0.017195920518004303 -0.00015475448551812679 0.014893805633376379 -0.00088947135655838597 -0.0066909256017083493 -0.0022562441625569702 0.010961463488024761 -0.0049663222779281133
leaf_weight=0.52020079857905244 0.91061655944576958 0.063127176385023631 0.61085037910493156 0.060203265195013955 0.0046884896798085043 0.039138648965595269 0.51539841221227634 0.020861023776439502 0.0039289209894660679 0.0052857591836072962 0.0080881811679773818 0.0015694318388810311 0.0013223952105576595 0.53536641257709272 1.0725746160470127 30.0082034585439 0.085138009162619599 0.0040551906020024333 0.036086334496076233 0.020987935783125522 0.037792604107266703 0.013772921426181473 0.69790668857217442 1.5099038826883768 0.68838773469906334 2.0801834510930348 1.1338205538413602 3.1106105046492303 0.6260830314971173 1.1180047803600235
leaf_count=11 49 20 66 23 22 156 183 50 166 9 30 39 100 21 50 2438 16 78 18 5 72 77 66 9 53 31 26 34 52 64
internal_value=-2.26585e-06 0.00242727 0.00751797 0.0352681 -9.32944e-05 -0.00465512 -0.00124119 -0.0445204 0.0023901 0.0262409 4.28146e-05 0.0239525 0.0446273 0.000642933 2.78511e-05 -0.000303032 -0.00729278 -0.0022971 -0.0248024 0.025864 -0.0514226 -0.0617485 0.00106184 0.00532993 -9.30551e-05 0.00303494 -0.00169954 -0.000370083 0.00474829 -1.77472e-05
internal_weight=45.5442 1.6448 0.734181 0.12333 43.8994 1.13565 1.09651 0.0457442 0.0248832 0.0201947 0.0149089 0.01098 0.00941058 1.05076 42.7637 32.3966 1.27041 1.18527 0.112695 0.038816 0.0738789 0.0178281 10.3671 2.20781 8.15929 2.76857 5.39071 4.25689 1.14628 31.1262
internal_count=4034 158 109 43 3876 776 620 416 366 344 335 169 130 204 3100 2818 316 300 250 160 90 155 282 75 207 84 123 97 63 2502
is_linear=0
shrinkage=0.1


Tree=436
num_leaves=31
num_cat=0
split_feature=0 4 6 12 18 5 6 13 3 6 2 4 10 4 15 17 16 5 6 2 2 4 18 18 15 16 9 14 4 9
split_gain=0.000889497 0.0357597 0.0142396 0.0279459 0.022213 0.00610447 0.0538726 0.0238513 0.0104617 0.00983407 0.012527 0.00459328 0.00635145 0.00451124 0.00318414 0.00418786 0.00294311 0.0291004 0.00199872 0.00157493 0.00158101 0.00525786 0.00358118 0.0185129 0.0403137 0.0147311 0.0530933 0.0173795 0.0114662 0.00502873
threshold=98.142164052000012 169.88079978325004 12.350288562550002 93.660658182900008 16.587089536200001 16.569990495050003 13.78532209185 104.08096806215002 82.081315180750025 13.715320456250003 103.92649527695001 273.21071223870007 76.279622535200005 258.34517449385004 24.392685421400003 183.19621122360005 18.404956961200003 17.621651749750004 11.805275828400001 63.19085977000001 108.24034454255001 191.71186625420003 13.86460725495 14.382403557200002 30.404760455250003 22.584947186600004 200.17144541975003 160.86431312405003 170.06818406760001 200.52256857420005
decision_type=2 2 2 2 2 2 2 2 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 18 -4 11 6 7 8 -1 10 -9 -5 -13 -6 15 -7 17 -16 -3 -18 21 22 25 24 -24 26 27 -21 -26 -25
right_child=1 2 3 4 13 14 -8 9 -10 -11 -12 12 -14 -15 16 -17 19 -19 -20 20 -22 -23 23 29 28 -27 -28 -29 -30 -31
leaf_value=0.089641813687721228 -0.10054247463949195 -0.00044169400723505166 0.092333220453327938 -0.10043802533173317 -0.031856666583710384 -0.0014356584719668938 0.00039938795539298897 0.093840683006620532 -0.08734466285759511 0.10032062305202408 0.0081060289027615317 0.036656220248430897 -0.10010742900839385 0.038719148379778294 0.052139303146837103 -0.01089910900951243 -0.0048417774893163533 -0.00012207531507082493 0.0058584208826282756 -0.011202930483333991 -0.00032467190203490652 0.010117333811131701 0.0083128131837634043 0.0043902977575225235 -0.021614358282702403 2.9459818239696448e-05 0.0019769494752666299 0.089398798841460028 -0.098041386070753023 -0.007402971709265709
leaf_weight=0.0043700108656917749 0.03602637960119448 4.1023658528178766 0.015146298916078993 0.053683253654526197 0.015630337181391951 2.5274529652208888 1.6232020982788524 0.031673855992266908 0.014167310970754743 0.07373868441209197 0.036893414058567942 0.0064433853000167574 0.0071792282820695164 0.021536112675676122 0.11817357856489152 0.57377885759284097 0.66312685686557316 1.082846728707622 0.57402668218642094 0.020408902986726818 25.13896866627509 0.61924875158001746 0.12111538015597023 1.0653317607939241 0.026844264124520123 5.6697227337026561 0.54078069419927033 0.10827850252582039 0.07304664949515427 0.54732742296619097
leaf_count=13 54 1176 2 58 23 406 39 7 122 10 34 11 30 22 26 68 108 199 56 36 1050 30 20 22 8 138 44 94 77 51
internal_value=-2.69025e-06 -0.00128542 -0.000539825 -0.0346092 -0.0530132 0.000149672 0.0058695 0.0610729 -0.0456217 0.0749713 0.0477102 -0.0872783 -0.0354193 0.00903851 -0.000112676 -0.00318655 0.000153639 0.00502015 0.000331644 -1.53136e-05 7.90117e-05 0.00123325 0.000560113 -0.00333198 -0.0304743 0.00168593 0.0157146 0.0734441 -0.0775027 0.000387729
internal_weight=45.5125 4.83204 4.79601 0.119619 0.104472 40.6805 1.78405 0.160843 0.0185373 0.142306 0.0685673 0.0673059 0.0136226 0.0371664 38.8965 3.10123 35.7952 1.20102 4.67639 34.5942 33.9311 8.79211 8.17286 1.83367 0.221006 6.33919 0.669468 0.128687 0.0998909 1.61266
internal_count=4034 1432 1378 146 144 2602 225 186 135 51 41 99 41 45 2377 474 1903 225 1232 1678 1570 520 490 178 105 312 174 130 85 73
is_linear=0
shrinkage=0.1


Tree=437
num_leaves=31
num_cat=0
split_feature=16 0 3 19 18 0 13 18 3 18 4 7 6 5 7 5 6 6 7 0 8 5 15 6 6 19 9 16 7 18
split_gain=0.000833058 0.00309745 0.00206443 0.0256006 0.00124143 0.0143113 0.0354817 0.00938937 0.0058485 0.00964404 0.0541746 0.0330465 0.0245149 0.00751886 0.00547796 0.0232769 0.0150769 0.0133472 0.0118168 0.0461632 0.0186615 0.0107091 0.00683752 0.0025002 0.00376198 0.00216267 0.00855813 0.00289323 0.003087 0.0082339
threshold=22.704946905950003 85.121961326250016 93.980430866100008 14.351157895250003 13.4793103924 86.329079026800017 117.55820867010002 13.531614672700002 92.598563387050021 12.971888692100002 280.10798094650005 23.127267687200003 15.785368822600002 20.971847224900007 23.109894804950002 19.476154597300006 16.605387982250004 16.165377701450002 23.445318439400001 92.501778894350011 8.2435668022500028 19.749058312400006 23.378903124350003 16.385382841850003 16.375382608200002 14.451165964200003 192.39832633775004 22.574947209950004 23.296055099200004 13.142272494650003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 6 -6 -7 9 -1 11 12 13 -11 15 17 -17 22 19 20 -16 -22 -9 24 -10 27 -27 -25 29 -29
right_child=1 -3 3 -5 5 7 -8 14 23 10 -12 -13 -14 -15 18 16 -18 -19 -20 -21 21 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0027823328544845385 -0.0014476193149036236 0.0073707647363583225 -0.0012207107572020249 -0.10029926145085799 -0.10129226562162859 -0.012781674365314253 0.0036747749996563252 0.06627414543048564 -0.010167949437121444 0.023550657828283583 -0.0036635850754532513 0.097251543566452339 0.085558932455861436 -0.038489646155026369 -0.010545092643192797 -0.10091266846398272 0.0066723712761034204 0.10023451238406339 -4.8076951234117711e-05 -0.100620323496488 0.024010921374355555 0.099926469983863217 -0.10028047862994666 0.0039023026405585193 0.0016980842079433569 0.013396530846693351 -0.00045546440191223682 -0.00013397627675036363 0.0011620697981599324 -0.0095953443649443373
leaf_weight=0.54236397792416713 0.96025339279606103 0.68064758606760734 0.52067073911259321 0.02745404432008236 0.048698036831082869 0.58482764185103775 0.09507381533512671 0.0038428725805207398 0.56080203976108467 0.034287657754759948 0.48864393680807439 0.10336279578041285 0.038295539445243776 0.045400346613632792 0.033382706080816615 0.036425526349334714 0.020277158750104718 0.018118876672531314 26.631841389298742 0.023236404417876555 0.026527121553954203 0.062040185985097196 0.0068734608399063646 1.5781835828583997 0.51030145399272442 0.61434614884637939 1.627855997422557 3.7790911037254755 4.5587630953959888 1.2157045956087129
leaf_count=25 107 51 632 62 18 16 39 77 52 28 11 29 16 19 13 66 12 5 2310 40 16 66 55 29 5 47 46 68 22 52
internal_value=-1.90332e-06 0.00221026 -8.47092e-05 -0.00618328 -7.48839e-06 -0.000411416 -0.0318794 -0.000246584 0.000702491 0.00725797 0.0149278 0.0559701 0.0198043 -0.0117953 2.63187e-05 -0.0252397 -0.0624397 0.0479118 0.00010703 0.0285586 0.0531724 0.0771887 -0.0405541 0.000134146 -0.00451466 0.000506463 0.00333988 -6.42543e-05 -0.000719503 -0.00243682
internal_weight=45.4776 1.6409 43.8367 0.548125 43.2886 27.5912 0.143772 27.4474 15.6974 1.25235 0.70999 0.221346 0.117984 0.079688 26.8626 0.0855379 0.0567027 0.0288352 26.777 0.145186 0.12195 0.0885673 0.0107163 14.445 1.0711 13.3739 2.2422 11.1317 9.55356 4.9948
internal_count=4034 158 3876 694 3182 2733 57 2676 449 128 103 92 63 47 2660 215 78 137 2445 135 95 82 132 321 57 264 93 171 142 120
is_linear=0
shrinkage=0.1


Tree=438
num_leaves=31
num_cat=0
split_feature=9 8 13 14 19 4 9 15 9 7 2 3 16 13 6 9 17 19 5 5 6 19 6 6 4 15 15 16 15 18
split_gain=0.00122331 0.0046212 0.00138844 0.00226158 0.00218521 0.00288088 0.00190298 0.00351544 0.00259968 0.00478904 0.00195941 0.0024076 0.00287368 0.00164535 0.00253007 0.00135118 0.00413638 0.0167257 0.0103517 0.0121486 0.00155502 0.0344701 0.0134375 0.0111105 0.0043993 0.0124622 0.00200776 0.00159277 0.00132241 0.00623358
threshold=181.33671263215004 8.1436447804000007 104.99773228470001 223.94567884220001 13.151061067750001 249.29025409490001 177.77223095870002 32.393814985100008 47.291708985050008 19.716522186550005 319.18044405035005 108.56262776565002 21.094950670800003 116.35915634395 15.635365317800002 186.68586460755003 187.51563899930002 13.551093343600002 21.072048321250005 21.876867948900003 16.575387281250006 14.351157895250003 17.880417773100003 18.395429806250004 181.80369070585002 33.235275174000002 31.025894238900005 22.704946905950003 18.946678378300003 15.981927061500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -5 7 8 -4 10 11 13 -13 14 -10 16 -2 -18 -19 -20 27 22 -22 -24 25 -23 -25 28 29 -17
right_child=15 -3 6 4 -6 -7 -8 -9 9 -11 -12 12 -14 -15 -16 20 17 18 19 -21 21 24 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.10010600313569683 9.4382075674308727e-06 -0.041478612157818638 0.066177897114638159 0.056296261947998638 -0.10004223999899563 -0.10001988868886579 -0.0026131435154045329 0.073107334527234502 0.070311170620875468 -0.10011377143598776 -0.10001511612431771 -0.10003658105974118 0.068184560737277272 0.095990425496980919 -0.056005706623164654 0.0013956367923806698 0.0010330316766063027 0.089348403713696636 -0.01315789579439483 0.057031211269881671 -0.10102747754555673 -0.021117252050477535 0.080033438506197818 -0.10037298440509457 -0.00053224581737642206 0.059789314309121544 -0.025396943690756187 0.0050358946224881426 -0.00014793408282183574 0.032107583782998647
leaf_weight=0.003768558259602651 1.9608702864134095 0.030826132642687187 0.0051234650927650663 0.0051041507712836776 0.0019575239851004067 0.0015331556008311154 1.00965993621503 0.0094632537757206592 0.0037166790280025452 0.0048869585944424357 0.0014164954306465907 0.0028163505116136642 0.001588124840054661 0.0043376590519983438 0.0027655193868696415 1.0289716675712259 0.50990676301387328 0.033106922288425267 0.045625218481291085 0.053663774850065238 0.047953503093068117 0.033570424813660793 0.0088228058526738096 0.0071060777712546042 0.60503503675465709 0.043979651642985118 0.0071808324581752458 0.6247668561327363 39.27215454817717 0.070624073899423823
leaf_count=98 36 20 8 113 27 683 24 10 7 263 36 167 3 19 48 70 26 29 19 31 24 25 9 21 91 27 19 26 1729 326
internal_value=-8.50269e-07 -0.00331211 -0.00220023 -0.0355155 -0.00719462 0.0201887 -0.00180637 0.0207488 0.00215741 -0.013079 0.0124807 0.0229475 -0.039381 0.0483198 0.0164202 8.04479e-05 0.00229085 0.00925573 0.0409244 0.024778 -5.73735e-05 -0.00455857 -0.0708402 -0.00820044 0.00234194 0.0247659 -0.0626888 2.53731e-05 -5.21665e-05 0.00336818
internal_weight=45.4423 1.08896 1.05814 0.0123634 0.00859483 0.00663731 1.04577 0.0361145 0.0266513 0.0215278 0.0166408 0.0152243 0.00440448 0.0108199 0.0064822 44.3533 2.60317 0.642303 0.132396 0.099289 41.7502 0.753648 0.0710632 0.0231097 0.682585 0.0775501 0.0142869 40.9965 40.3718 1.0996
internal_count=4034 1526 1506 921 823 796 585 561 551 543 280 244 170 74 55 2508 141 105 79 50 2367 216 73 49 143 52 40 2151 2125 396
is_linear=0
shrinkage=0.1


Tree=439
num_leaves=31
num_cat=0
split_feature=9 8 14 4 3 16 13 9 17 0 7 7 0 16 2 16 9 8 19 16 15 5 16 5 15 9 7 7 6 6
split_gain=0.000994516 0.00381913 0.0014828 0.00600938 0.00270128 0.00331555 0.00249113 0.00110332 0.00340099 0.0129997 0.00934244 0.00736669 0.00149442 0.00792804 0.026265 0.0178062 0.0152222 0.00106898 0.00153654 0.00459379 0.00587761 0.015161 0.0434084 0.017799 0.0163679 0.00197659 0.00413459 0.00836666 0.00341599 0.00327354
threshold=181.33671263215004 8.1436447804000007 240.28931515145004 248.34582299520005 108.40938565220002 17.634958761800004 107.54907905045002 186.68586460755003 187.51563899930002 98.413698323200009 22.720542346200002 22.545611589100002 85.732241321850012 22.824946625350005 127.03026555610002 22.704946905950003 187.94830913940004 8.8430989333000021 14.451165964200003 22.534947303500005 37.050691080100002 24.107645372150007 22.574947209950004 22.862610686750006 39.296024648600003 198.96357396150003 23.864758692950002 23.9417051038 16.465384711100004 16.545386580300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 6 -5 8 -2 10 11 -10 13 14 15 16 -9 18 25 -20 -21 22 -22 24 -24 29 28 -28 -27 -14
right_child=7 -3 3 4 -6 -7 -8 12 9 -11 -12 -13 17 -15 -16 -17 -18 -19 19 20 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0014479792152228225 8.4982325080065704e-06 -0.037975520421044517 -0.1001896788344418 -0.10003138643140641 -0.10004015479865114 0.070166790734592255 0.050706856667322046 0.054856845404903792 0.043457812436730615 0.00132653472336949 0.070022645874819295 -0.019538302613966593 -0.00074990873519372098 -0.00058715413377015923 -0.10043675485703685 0.073175300802678464 -0.10025293740226722 -0.0040878421166320577 -0.0060917016018425287 -0.00055661030879290772 0.0025605074276770553 -0.00062179724863515435 0.06962318300405014 0.092754785963135286 0.0048980746063544932 0.0053395482246298594 -0.012401404948446659 5.5339719030791037e-05 0.00046874159562636784 -0.0081096847248410178
leaf_weight=1.03546459606973 1.9608605037623044 0.030330298672197276 0.0074941386582168526 0.0026863720382211964 0.0018884156306739905 0.0073578703558334624 0.0018523039597470592 0.0099473221634943654 0.040553622959123348 0.51160509980479674 0.051332668341274257 0.034232145510031842 12.622301813275325 0.59850423966895505 0.034634471817194701 0.024839118996169418 0.017384367593010097 0.62230960390388546 0.63625429097737551 2.1189717225133791 0.56821174873039115 1.0792188358985866 0.071600860334001482 0.077826049673603848 0.085995813162298873 2.6992969466009553 0.5577596605289753 16.196757272582786 3.0859090589219704 0.63474089731647687
leaf_count=619 36 20 52 704 51 53 27 4 32 27 34 12 547 89 109 7 53 85 46 47 15 28 18 23 37 39 6 1167 24 23
internal_value=-8.85956e-07 -0.00298914 -0.00198497 -0.0281155 0.0110674 0.0287042 -0.0385128 7.23746e-05 0.00207163 0.00841532 0.0371713 0.0146222 -5.20847e-05 -0.00468333 -0.0329256 0.0118928 -0.043801 2.52182e-05 8.852e-05 0.00180108 0.00305597 0.00712158 0.0175203 0.0536271 0.0343046 -0.000133372 0.000436511 -0.000359347 0.00274139 -0.00110229
internal_weight=45.4281 1.08707 1.05674 0.0212791 0.013785 0.0118965 0.00453868 44.341 2.59858 0.637724 0.126118 0.0747858 41.7425 0.68531 0.0868053 0.0521708 0.0273317 41.0572 40.4348 4.63808 4.00183 1.88285 0.803634 0.235423 0.157597 35.7968 22.5397 16.7545 5.78521 13.257
internal_count=4034 1526 1506 887 835 784 731 2508 141 105 78 44 2367 262 173 64 57 2105 2020 214 168 121 93 78 55 1806 1236 1173 63 570
is_linear=0
shrinkage=0.1


Tree=440
num_leaves=31
num_cat=0
split_feature=19 2 2 13 18 0 0 12 6 18 10 5 5 6 6 18 16 6 5 8 3 5 3 7 3 6 6 9 16 2
split_gain=0.000833049 0.00205254 0.00120131 0.00574245 0.0300882 0.0193788 0.018209 0.0177629 0.0192307 0.016845 0.0134829 0.0247935 0.0102444 0.0101149 0.012378 0.0108917 0.00665502 0.00498407 0.00464442 0.00457347 0.00339914 0.00332578 0.0457672 0.0107372 0.0179671 0.0124517 0.00311854 0.00505921 0.00291548 0.00504938
threshold=14.651182102100002 173.34516805710004 173.34516805710004 116.19247193985002 15.504699510200002 95.808582394800013 90.407470010750018 207.88043775810004 11.685273024550002 15.706391932950002 66.590419433100024 20.016397659050003 24.367802910700004 13.835323260100003 13.65531905435 17.323446153950005 17.684958644900004 12.165284239900002 12.451585980350002 7.2443465838000014 91.867302775550016 22.938948824900006 93.579850604650019 22.545611589100002 95.346167596350014 16.405383309150004 16.535386346650004 206.57490536735003 22.674946976100003 108.24034454255001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 12 -8 -9 -6 -10 -12 -4 14 15 18 17 19 -11 -17 -14 28 -23 24 -24 -25 -5 -28 -1 -30
right_child=1 -3 3 26 9 -7 7 8 10 13 11 -13 20 -15 -16 16 -18 -19 -20 -21 -22 22 23 25 -26 -27 27 -29 29 -31
leaf_value=0.00027558369195960385 -0.0016623765535240809 0.0068221063784816198 -0.092588071374728576 8.4970728187296861e-07 0.073003255118246249 -0.10103886070230442 -0.06309002532667303 -0.10176206568223319 0.09503704494883039 0.075929865006292091 0.067589550476658752 -0.10031812299232204 0.1000865452957229 -0.10013783194075032 0.10007236306878596 0.049885617745743599 0.10006069308445026 0.03954691990308578 -0.10012643699269717 -0.10004183244156384 -0.032495003830338771 0.088228414983894138 0.064245267256440017 -0.10121075090181782 -0.00032893571670511153 0.0041710274295938326 -0.011717620185197543 0.00168505740239111 -1.8845971462238249e-05 -0.01147639856224267
leaf_weight=30.459043474040492 0.55867614102748919 0.58233044693042757 0.041492736517178719 9.6124568869118132 0.046464833340279732 0.039006078398920785 0.031477568687760638 0.010251776599029205 0.030143561161821708 0.001679205517051364 0.023711011398564352 0.013978824263398693 0.0038075125485192976 0.0096505446108494652 0.012152626411989331 0.0028302864409148198 0.0080016481151687913 0.010968328715534881 0.013916390276774493 0.0072374043216143491 0.0039294507375087218 0.063254599073842455 0.04525396093231393 0.021918082101507252 0.90037066908111996 0.022955427925580807 0.61151065421413864 0.52211218921809177 1.1128879331881751 0.58779588463949028
leaf_count=1813 41 36 45 352 37 107 37 39 20 138 13 92 4 33 6 261 15 13 72 121 77 16 14 16 416 25 81 34 42 18
internal_value=-6.3408e-08 0.00266781 -6.88243e-05 -0.000971673 -0.0143743 -0.037885 -0.0223717 0.00032748 0.0258922 0.0268155 0.0451849 0.00531409 -0.0728897 -0.00548762 0.0105978 -0.0137641 0.0224385 -0.00708732 -0.0811701 -0.0578934 0.032751 0.000231734 0.00575984 0.000493278 0.00276134 -0.0473018 -0.000584166 -0.00554475 5.05994e-05 -0.00397884
internal_weight=45.4113 1.14101 44.2703 11.0568 0.3107 0.197799 0.158792 0.109563 0.0780852 0.112901 0.0678334 0.0376898 0.0492297 0.0664364 0.0567859 0.0446333 0.0290377 0.021036 0.0155956 0.0100677 0.00773696 33.2135 1.05375 0.990498 0.945625 0.0448735 10.7461 1.13362 32.1597 1.70068
internal_count=4034 77 3957 1597 1130 434 327 201 164 696 125 105 126 659 626 620 410 395 210 382 81 2360 487 471 430 41 467 115 1873 60
is_linear=0
shrinkage=0.1


Tree=441
num_leaves=31
num_cat=0
split_feature=6 5 6 4 9 8 14 17 16 8 0 3 16 6 15 7 16 13 0 6 7 17 15 6 8 16 3 6 6 0
split_gain=0.000849398 0.0102772 0.0267461 0.00427302 0.0209438 0.00933859 0.0088223 0.00503013 0.00409037 0.00644825 0.00422775 0.00320045 0.00422516 0.00291065 0.00532139 0.00149125 0.00534905 0.0325632 0.0659518 0.00535959 0.00414889 0.00438676 0.0189386 0.0260103 0.0128084 0.00379264 0.00311652 0.0141181 0.0100266 0.00450663
threshold=13.65531905435 16.351273197450002 13.78532209185 271.76419630735006 211.71022357485 7.6440346712000009 287.72700792685004 193.46017548480003 22.644947046300004 8.1436447804000007 103.80405687475002 79.669768237700012 13.904967484100002 12.625294988000002 35.965617804200001 24.384659815400003 18.924955745200005 113.0174028878 94.773526014550015 16.355382140900002 24.268610899850003 200.93854407600003 36.346245650200011 16.315381206250006 8.6432548896500023 15.089964713100001 92.598563387050021 16.285380505300001 16.565387047600002 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 13 5 7 -6 -5 9 10 -8 12 -9 -1 -15 20 25 18 -18 -19 21 26 23 -23 -25 -17 27 -3 -29 -28
right_child=1 15 -4 4 6 -7 8 11 -10 -11 -12 -13 -14 14 -16 16 17 19 -20 -21 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=0.0002379390776757391 0.058678500417765081 0.00040170238610004759 -0.01678488727503814 -0.10016359335712904 0.069083239769029914 -0.09645922828900802 0.054857975487183921 0.059462805260042939 0.10004295639511895 -0.10017028456153605 -0.10002772605221424 0.087896503144458668 -0.10006494946674185 -0.011881936824670191 0.0020840046142197441 -0.0079019375693146175 -0.10056247031163551 0.0051222117788560758 0.040653672546641012 -0.0087426123206439388 0.0084679364248628625 0.0064353587266391026 0.0013999939411726582 -0.10266071547462888 -0.033384500587202097 0.00074198530375324556 7.4777736252238855e-05 0.02042508900718143 0.0020069135833162988 -0.0066300355487311103
leaf_weight=5.1821030106656458 0.1006232360168714 7.6903668341143518 0.088076955568794801 0.0040238935929838284 0.023830380194112877 0.033883056517652221 0.0075529263468183672 0.0034754014797884203 0.0024986949283629647 0.0084966868793685535 0.0022986818361374617 0.005212269111432688 0.0031787720355311855 0.59062499416816627 0.50704163312911987 0.55607179069261192 0.095299934113427187 0.59827439118816961 0.050648131989873946 0.52212726055950043 0.61986341680358137 0.086281716038219769 0.63000561512384934 0.052420222872691991 0.054369682686228771 5.8230291927601598 19.788736813073019 0.65337026507768292 0.53973667728860164 1.0559830316924479
leaf_count=676 22 233 33 318 29 68 42 212 3 44 80 49 95 82 2 28 57 69 12 40 52 32 44 24 24 333 1252 40 26 13
internal_value=-2.12475e-07 0.000174683 0.0234555 -0.00107043 -0.0221821 -0.0667961 0.0275206 -0.00354517 -0.0199901 -0.0363363 0.0187184 0.029218 -0.0167454 -0.000752905 -0.00543069 6.15069e-05 -0.00119002 -0.00712665 -0.0515565 -0.00133904 0.000368474 0.000204142 -0.00699733 -0.0343984 -0.0673903 -1.1513e-05 0.000403527 0.00197193 0.0120931 -0.000264885
internal_weight=45.3795 39.0053 0.1887 6.37422 0.0944508 0.0497734 0.0446774 0.0158903 0.020847 0.0183483 0.00985161 0.0118664 0.00665417 6.27977 1.09767 38.8166 7.64545 1.26635 0.145948 1.1204 31.1711 30.5513 0.823077 0.193072 0.10679 6.3791 29.7282 8.88347 1.19311 20.8447
internal_count=4034 2334 55 1700 940 742 198 674 169 166 122 356 307 760 84 2279 539 178 69 109 1740 1688 124 80 48 361 1564 299 66 1265
is_linear=0
shrinkage=0.1


Tree=442
num_leaves=31
num_cat=0
split_feature=15 16 19 5 6 0 5 15 5 16 3 18 13 18 12 2 18 15 15 17 10 5 6 4 19 5 2 14 16 19
split_gain=0.000998182 0.00218602 0.00213821 0.0016425 0.015063 0.0252906 0.00734069 0.00535913 0.015986 0.00671236 0.00582086 0.0114239 0.00298189 0.00275849 0.00143184 0.00173401 0.00263992 0.001456 0.00181014 0.0163174 0.00284925 0.00524907 0.00241418 0.00392919 0.00892717 0.0032781 0.00303203 0.0329914 0.0249303 0.0179918
threshold=46.683480308100009 22.584947186600004 14.651182102100002 24.279163357700003 16.505385645700006 85.995710218650018 26.575048724050003 45.858046225550005 26.429668882900003 23.344945409400005 101.34142922725002 11.862896247150001 120.87576600310001 11.644643452600002 69.826413229550027 60.327272492300004 13.552878921100001 45.169600924000008 42.713473568600008 162.57770630285003 61.93938686740001 23.455765688150006 16.455384477450004 263.48865013970004 14.251149826300002 22.649179082500002 200.74412770730004 297.17785921625006 22.644947046300004 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 3 14 5 6 -5 8 -6 10 -10 12 13 -12 -1 16 -16 18 19 -17 -20 -22 25 -24 -25 26 -21 -28 29 -29
right_child=1 -3 -4 4 7 -7 -8 -9 9 -11 11 -13 -14 -15 15 17 -18 -19 20 22 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0048998733565350609 0.00030854452492604339 -0.0074452436150249162 0.0058298411086829408 -0.10040757696727116 -0.10121656996153167 0.095085437824242308 0.055193671884967072 0.0033130957506377098 0.098676460703754812 -0.10020438324210337 -0.10003471571679341 -0.10011220327032622 0.10011815105303433 0.053236527405048466 0.00096471916777275896 -0.10054815526299077 -0.0087875100816867859 -0.0036770326493047382 0.0070063770577522087 8.0560593777564228e-05 0.0084544987316687789 -0.0025927193468133548 -0.00067604745924498594 0.0027827648363900562 -0.014681353016490518 0.0078245605936538617 0.10022649904236368 0.001122803273724593 0.10008982745899944 -0.088254337996625756
leaf_weight=0.57136641807689059 1.0147851435522506 0.56662683913089118 0.63901592566344234 0.010776988947822419 0.01977568993790868 0.041102310612974868 0.004218710753605138 0.5178376444564492 0.0087163181353151487 0.0045468531388905822 0.0017835128665844024 0.0071655624215468663 0.0072070442838594317 0.0034371670749351324 0.541107134456978 0.016175494542443825 0.56994704699769727 1.068352634688394 0.93224210917833206 24.596700974380379 0.58990109710255501 1.5878015048756422 9.5677400731908921 0.53409266369999275 0.64760588592559998 0.58671419964360083 0.035837991288025672 0.60290838519590295 0.024760825472185388 0.023396824311930686
leaf_count=32 24 112 67 49 105 20 33 7 25 7 125 177 3 31 22 242 57 38 16 1686 47 32 194 8 71 47 14 698 25 20
internal_value=-1.50848e-06 -0.00246967 8.76822e-05 2.59274e-06 0.00508524 0.0545293 -0.0566326 0.000223087 -0.0301789 0.0125773 0.0306914 0.000447365 0.0584279 0.000875295 -7.23455e-05 -0.000140108 -0.00403797 -3.39996e-05 6.39236e-05 -0.000132699 0.00238018 0.000399777 -8.83435e-05 -0.00134795 -0.00678809 0.000435039 0.000263563 0.00681653 0.00167477 -0.00221605
internal_weight=45.3436 1.58141 43.7622 43.1232 0.626568 0.056098 0.0149957 0.57047 0.0526321 0.0328565 0.0283096 0.0195933 0.0124277 0.00522068 42.4967 41.9253 1.11105 40.8142 39.7459 36.6359 3.10994 2.1777 36.6198 10.7494 1.1817 25.8703 25.2836 0.686904 0.651066 0.626305
internal_count=4034 136 3898 3831 582 102 82 480 473 368 361 336 159 156 3249 3217 79 3138 3100 3005 95 79 2763 273 79 2490 2443 757 743 718
is_linear=0
shrinkage=0.1


Tree=443
num_leaves=31
num_cat=0
split_feature=18 0 4 5 7 5 0 6 12 18 18 4 13 4 0 5 9 6 14 16 7 7 5 13 18 17 0 7 17 15
split_gain=0.00237778 0.00083172 0.0316267 0.0148924 0.0356766 0.0241765 0.0162903 0.0126807 0.0253772 0.0192345 0.00950334 0.00437983 0.00530544 0.00364399 0.00308363 0.00254046 0.00225625 0.0016315 0.00115992 0.0244402 0.004881 0.00113004 0.0040714 0.036816 0.0146 0.0296231 0.00403252 0.00387831 0.0034457 0.0168848
threshold=11.051189286700001 98.142164052000012 169.88079978325004 16.351273197450002 24.638209564850005 16.078966488550005 97.878695155250014 12.350288562550002 93.660658182900008 16.587089536200001 13.314799198000001 273.21071223870007 103.54865335235002 258.34517449385004 97.225399829550014 11.83053163055 38.295222230400007 11.805275828400001 256.97906312420008 17.684958644900004 29.575580426850003 24.384659815400003 19.476154597300006 113.0174028878 15.064837217800003 206.91274964370004 88.606203063300015 24.268610899850003 200.93854407600003 35.098844929350008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 14 17 -9 11 -2 -10 -13 -11 -6 16 -12 18 -4 20 -20 27 -23 24 -24 -26 -25 28 -5 -30
right_child=1 2 7 21 6 -7 -8 8 9 13 15 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.10018598106462638 -0.065437143186091826 -0.10047365194736142 0.00017405855412637512 0.00032046163941688269 0.096495880398503181 -0.10148117941616829 0.013894430800134262 0.090997237659331959 -0.10039986641136552 -0.030045217881235698 -0.10003206181837206 -0.10008876146481752 0.03538933021328864 0.034998559144857444 0.057688138635985299 0.091692405987935363 0.059437996623036275 0.0052227007653200611 -0.10039774977966937 0.00055034814249396171 0.039400964794658981 -0.0001363947163545085 -0.10052148556930407 -0.0075576854150205906 0.086233156002674657 -0.10061422542506371 0.0044191400607619252 0.0081410791284608087 -0.040393643306997407 -0.00020538598577450563
leaf_weight=0.002368875700432648 0.0071126960810961029 0.03190329979872597 3.5505980413283735 29.714957281404569 0.051536637287505238 0.030291700270026922 0.062450893280924902 0.014078026637434848 0.048455242029376677 0.01547535065037664 0.0014289019538390449 0.0057433009929441781 0.0058194802418256586 0.01942441715800669 0.033971860464873771 0.013696007172541158 0.0023403738203686686 0.57024171342731467 0.02989031379873186 0.51429106038391037 0.0027251840105301231 7.9471835209129136 0.054483712789135441 0.55222353022008952 0.015318008790501381 0.019021813062636284 0.57263049791799858 0.61877537656113091 0.1231026708297972 0.69343017587036115
leaf_count=52 17 54 376 1612 42 5 18 2 58 23 57 32 9 22 15 8 43 56 521 39 240 294 85 67 19 30 54 56 72 56
internal_value=-7.39183e-07 4.4972e-06 -0.00123893 0.000152081 0.0271809 -0.0416893 0.052721 -0.000576158 -0.0342936 -0.0528766 0.0320025 -0.0872037 -0.0319034 0.00615667 0.0810779 0.0716846 -0.00101581 0.000211174 -0.00048627 -0.00477322 -0.0887169 1.60833e-05 -0.000960246 -0.00635484 -0.0683347 -0.017267 -0.00146063 0.000303208 0.00014436 -0.00626427
internal_weight=45.325 45.3226 4.80865 40.514 0.202829 0.0548697 0.147959 4.77674 0.108996 0.0949178 0.024578 0.060018 0.0115628 0.0348998 0.0855085 0.0174653 0.00376928 4.66775 4.0975 0.546907 0.0326155 40.3111 9.16086 1.21368 0.0888235 0.0343398 1.12485 31.1503 30.5315 0.816533
internal_count=4034 3982 1432 2550 205 130 75 1378 146 144 125 99 41 45 57 108 100 1232 1176 800 761 2345 549 255 134 49 121 1796 1740 128
is_linear=0
shrinkage=0.1


Tree=444
num_leaves=31
num_cat=0
split_feature=15 16 19 5 6 3 5 15 5 16 3 18 13 18 12 0 16 5 8 5 0 2 14 19 19 16 4 2 2 2
split_gain=0.00101989 0.00213848 0.00174659 0.00135511 0.0135059 0.0226384 0.00662986 0.00465802 0.0146284 0.00577175 0.00526835 0.0102588 0.0027746 0.00246565 0.00121194 0.0356997 0.0135213 0.012781 0.0178782 0.0062264 0.00566533 0.00336463 0.00323888 0.030663 0.00957966 0.00656377 0.00296398 0.00196907 0.00238199 0.00128579
threshold=46.683480308100009 22.584947186600004 14.651182102100002 24.279163357700003 16.505385645700006 93.620177476600006 26.575048724050003 45.858046225550005 26.429668882900003 23.344945409400005 101.34142922725002 11.862896247150001 120.87576600310001 11.781261354600002 248.60872946435003 86.329079026800017 22.644947046300004 21.386268748550005 8.1436447804000007 19.666931905550005 101.55650587770002 258.06114663960005 304.52511696755005 14.351157895250003 13.751109481500002 15.404963976500001 387.60063489055005 219.24808729375005 209.01099100540003 173.34516805710004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 14 5 -5 -7 8 -6 10 -10 12 13 -12 22 -16 17 18 19 20 -17 -20 29 24 25 27 -22 28 -24 -1
right_child=1 -3 -4 4 7 6 -8 -9 9 -11 11 -13 -14 -15 15 16 -18 -19 21 -21 26 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00018442002472756356 0.00025032321205131449 -0.007421472904329234 0.0052880843550681131 0.09399328178425187 -0.1011010802514718 -0.10036881440641121 0.051230292580918074 0.0029572633796833008 0.098373260322095063 -0.10017477528652488 -0.070065534124672535 -0.10010155996274106 0.10010686945888346 0.071067609897989145 -0.10081663058839396 -0.10010463843264249 0.066651013150259952 0.0026099536837865642 -0.10074297879912296 0.09973342333578479 0.078270792506141704 -0.037737729095361841 0.053526275306788711 -0.00037347442127184753 0.097105163001777628 -0.10007010339694485 -0.10001845630612234 0.095270951225749745 -0.10005244959162972 -0.0012234996413103745
leaf_weight=33.106796663736048 1.014322304069817 0.56612906924015849 0.63651545168886414 0.037589171256536158 0.017916321629968479 0.0097581097095664759 0.004095518632510676 0.51659662615202251 0.0079074076837954976 0.0038977088042884125 0.0024648106732563235 0.0064863994022846807 0.0065198139054700732 0.0024867561369319446 0.036249827710511773 0.0045784655950911191 0.030040522062336095 0.57220237281684128 0.029514202139921508 0.0082533303662777335 0.005162256841201085 0.011890595792010572 0.0030466224320378488 0.51688152574934065 0.046066653521847911 0.0043344894250196839 0.0011380036468862098 0.0046180312888250974 0.0015106489644146071 8.0671414350035828
leaf_count=1962 24 112 67 20 105 49 33 7 25 7 134 177 3 22 24 90 35 74 39 16 57 32 69 5 16 65 300 38 27 400
internal_value=-2.18803e-06 -0.00249777 8.80636e-05 1.12057e-05 0.00466889 0.0537205 -0.0555519 0.000197044 -0.0297095 0.013266 0.0303607 0.000412579 0.0572475 0.000813791 -5.63528e-05 -0.00418575 0.00109934 -0.00201285 -0.0457082 0.0342378 -0.0154515 -0.0826492 1.2786e-05 0.00745659 0.0753897 0.00134285 0.0460668 0.0492512 0.00261784 -9.14313e-05
internal_weight=45.2821 1.58045 43.7017 43.0651 0.615719 0.0514428 0.0138536 0.564276 0.0476792 0.0297629 0.0258652 0.0179578 0.0114714 0.00495157 42.4494 0.69903 0.66278 0.632739 0.0605369 0.0191321 0.0108787 0.0414048 41.7504 0.576458 0.0595764 0.0135098 0.00630026 0.0091753 0.00455727 41.1739
internal_count=4034 136 3898 3831 582 102 82 480 473 368 361 336 159 156 3249 667 643 608 534 463 447 71 2582 220 215 199 357 134 96 2362
is_linear=0
shrinkage=0.1


Tree=445
num_leaves=31
num_cat=0
split_feature=9 5 7 5 15 5 9 13 0 2 19 6 9 17 16 15 9 2 15 0 18 17 18 3 5 16 12 18 7 9
split_gain=0.000869537 0.0037966 0.00726243 0.00257162 0.00666646 0.00325723 0.00370633 0.00398263 0.00326792 0.00170708 0.00204361 0.00129942 0.00129743 0.00123148 0.00116821 0.0019885 0.00089785 0.00326757 0.00192837 0.00237817 0.00136945 0.00661652 0.0434834 0.0225403 0.00984588 0.00418479 0.00137857 0.00133887 0.00292102 0.00674734
threshold=181.33671263215004 23.455765688150006 19.506002767000002 21.089169479000002 33.423812040500003 14.943099738200003 52.553122989000009 105.33378955095002 97.39208423365001 319.18044405035005 13.851117550450002 5.3251244207000008 66.346857137250012 194.73806315685002 21.094950670800003 23.844742694550003 186.68586460755003 121.36426933400001 36.124429763000009 94.300357383600002 12.909082926650003 183.92349703790003 12.794482498400003 94.421337999450017 30.284449345300001 23.314945479550005 69.826413229550027 13.036600629150001 22.907491544400003 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=1 3 9 4 5 6 7 8 -1 10 12 13 -3 -10 15 -14 17 18 19 -2 21 22 23 -18 25 -25 -22 -28 29 -29
right_child=16 2 -4 -5 -6 -7 -8 -9 11 -11 -12 -13 14 -15 -16 -17 20 -19 -20 -21 26 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.10011992603628257 0.007471913094288689 0.076222009185109851 -0.10029506830290587 -0.00099936374040134513 -0.086055106617625721 0.064807909866251956 -0.10006523840703466 0.089218438577288284 -0.10003230393571763 -0.10001374578635472 -0.10002052019752727 0.088498103369132636 0.038066137588487016 0.051593791194430409 0.10003383640883452 -0.10003863350313998 0.077295358001548631 0.0085420995844841616 -0.0033099165164832004 -0.0019527825211453694 0.0050594323516728462 4.763227574989945e-05 -0.1011780710351242 -0.10019419068722049 0.032736789432576817 -0.015624605493981021 0.0023956363405726426 0.0010754827224241437 2.1201936406354803e-05 -0.011312597729262059
leaf_weight=0.0037505480284664716 0.55018159776227527 0.0046569936166634407 0.011319722843131264 1.0236551462009646 0.012803925446860376 0.0063799811566708211 0.0042249533257276975 0.0040690278547117495 0.0010751341668185366 0.0012590777184868793 0.0012084132586096539 0.0019389383058978638 0.0025285523232430052 0.0010674823546279466 0.0010225267615169287 0.0017740601995939187 0.036887627735267325 0.57234058025694157 0.94572745828190807 0.52153305100091529 0.537771160248666 0.58558148555209755 0.047022471931654763 0.015953295018675817 0.015198432112811133 0.0092402791196946055 2.1418370079963926 1.0529873777765448 36.390078431276187 0.75485028544001398
leaf_count=105 37 16 247 138 15 96 96 5 275 36 61 46 80 238 1 71 11 62 32 10 7 27 14 47 12 9 56 30 2045 109
internal_value=-1.97929e-06 -0.00280177 -0.0423265 -0.0019146 -0.0284479 0.00432549 -0.0196032 0.00896111 -0.0327351 0.010381 0.0228018 0.0291849 0.0376703 -0.02449 0.00395575 -0.0188774 6.66405e-05 0.0018732 -1.87418e-05 0.00288553 -4.58598e-05 -0.00440039 -0.0253548 0.0207815 -0.0308293 -0.0691765 2.97614e-05 -3.72894e-05 -0.000173709 -0.00409708
internal_weight=45.2599 1.08273 0.0237693 1.05897 0.03531 0.0225061 0.0161261 0.0119011 0.0078321 0.0124496 0.0111905 0.00408155 0.00998213 0.00214262 0.00532514 0.00430261 44.1772 2.58978 2.01744 1.07171 41.5874 0.709884 0.124302 0.0772796 0.040392 0.0251936 40.8775 40.3398 38.1979 1.80784
internal_count=4034 1526 512 1014 876 861 765 669 664 265 229 559 168 513 152 151 2508 141 79 47 2367 120 93 79 68 56 2247 2240 2184 139
is_linear=0
shrinkage=0.1


Tree=446
num_leaves=31
num_cat=0
split_feature=18 8 10 3 6 18 19 12 12 17 17 15 3 17 10 16 19 0 16 5 15 7 0 10 19 9 15 15 0 15
split_gain=0.00191379 0.000842376 0.00167765 0.00292579 0.00461525 0.00365875 0.00361011 0.0013796 0.00343103 0.00150132 0.00378707 0.001955 0.0183041 0.0187064 0.0135759 0.0117751 0.00706355 0.011838 0.00692692 0.00334659 0.00298374 0.00489658 0.00358004 0.0020306 0.00639558 0.0170417 0.00743821 0.00613542 0.0466229 0.00455466
threshold=11.051189286700001 8.7431769115000026 61.87486387225001 93.458869988800004 16.355382140900002 14.708525021850003 14.151141757350002 69.826413229550027 82.696898122450008 183.35201426355002 181.79266834725004 20.903251014350001 81.715684874950014 183.58889821140002 78.285212300550015 14.224966735800002 11.750948102400001 99.128828185900019 14.184966829400002 11.551005802150003 14.882823222300003 28.773155484100005 102.89804648475001 75.634392583900009 12.751028791950002 205.88909726980003 26.809453849000004 24.273602154900001 102.03236296680001 28.504445985850001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 7 -3 4 5 -4 -5 -2 -9 10 -10 12 13 -11 -15 18 -17 -18 20 -19 22 -22 -16 24 25 -13 -26 28 -25 -28
right_child=1 2 3 6 -6 -7 -8 8 9 11 -12 23 -14 14 15 16 17 19 -20 -21 21 -23 -24 27 26 -27 29 -29 -30 -31
leaf_value=-0.1001500075789839 0.0048747423315811042 -0.0034911366270888784 0.0092005252311622623 0.00029500214863311725 -0.0073310581888821544 -0.0023784340128509534 0.011808506967812642 -0.0078539786869778611 -0.00071099478411836784 0.10025568586126983 -0.0093406629391334633 0.018900616644322563 0.090740437884410829 -0.060576783684249715 0.062656978985564799 0.096630372534630804 0.10020513269664647 0.021899731779795237 0.0014895260481217977 -0.10027674694798741 -0.096723089153923636 0.067751058041602197 -0.10005032773412677 -0.096956266269576208 -0.011095493554139212 -0.0051643595411279544 0.0062367544776875065 0.00035545848599751226 -0.0023336776971243449 -5.4419778757623155e-05
leaf_weight=0.0019080743945981684 0.54587072985577023 0.55359693883053696 0.57658465397253189 0.50124911519171866 0.57710726941149904 0.51811332344277616 0.59633399171991641 0.57535146579195284 4.4755248444135551 0.018894025144134075 0.57371593683211575 0.61968309489057094 0.0243010402211703 0.035734012980354724 0.0038764891687845795 0.020408178794241394 0.0082807417493313551 0.0033187930513118857 0.5063851783265525 0.0069096538554731524 0.014722167733633107 0.0020638257012777208 0.0020767825173103605 0.057755967645705897 0.59548633392427319 0.56036760521965334 1.1967103989070462 1.5543297355022243 0.52917798343833278 29.984431529395206
leaf_count=52 26 84 31 35 57 13 44 65 1015 6 77 46 63 34 15 11 2 37 13 18 134 35 333 114 107 30 59 134 100 1244
internal_value=-2.40323e-06 1.82082e-06 0.0015344 0.00253899 -9.46424e-05 0.00372028 0.00655047 -0.000119679 -0.000185581 -7.74275e-05 -0.00169153 0.000150577 0.00559767 0.00227479 -0.000791341 0.0029696 0.0560579 0.0113228 -0.000935067 -0.0606345 -0.0549288 -0.0765011 0.00589698 5.01695e-05 0.00024405 0.00747294 -2.44007e-05 -0.00293389 -0.0116448 0.000187031
internal_weight=45.2403 45.2384 3.32299 2.76939 1.67181 1.0947 1.09758 41.9154 41.3695 40.7942 5.04924 35.7449 0.646971 0.62267 0.603776 0.568042 0.0389174 0.0185092 0.529124 0.0102284 0.0227393 0.016786 0.00595327 35.0979 32.9567 1.18005 31.7766 2.14126 0.586934 31.1811
internal_count=4034 3982 264 180 101 44 79 3718 3692 3627 1092 2535 701 638 632 598 68 57 530 55 517 169 348 1834 1486 76 1410 348 214 1303
is_linear=0
shrinkage=0.1


Tree=447
num_leaves=31
num_cat=0
split_feature=18 15 13 19 5 6 0 5 18 7 7 6 6 12 0 16 5 8 5 0 12 14 19 19 16 4 2 2 2 18
split_gain=0.00173142 0.000835197 0.00175704 0.0015058 0.00131467 0.0119566 0.0204629 0.00571736 0.00505557 0.00604452 0.00593834 0.00532286 0.00186463 0.00102603 0.0323791 0.0114837 0.011427 0.0155808 0.0057133 0.00488888 0.00370612 0.00267895 0.027779 0.00856086 0.00585251 0.00254539 0.00180243 0.00203596 0.000935699 0.00524075
threshold=11.051189286700001 46.683480308100009 117.61735474900001 14.651182102100002 24.279163357700003 16.505385645700006 85.995710218650018 26.575048724050003 13.065205089100003 21.844899366700002 20.752538901500003 21.760508430800005 17.475408310100004 248.60872946435003 86.329079026800017 22.644947046300004 21.386268748550005 8.1436447804000007 19.666931905550005 101.55650587770002 289.62445096000005 304.52511696755005 14.351157895250003 13.751109481500002 15.404963976500001 387.60063489055005 219.24808729375005 209.01099100540003 173.34516805710004 13.946975448150001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 6 7 -6 9 10 11 12 -7 21 -15 16 17 18 19 -16 -19 28 23 24 26 -21 27 -23 -2 -30
right_child=1 2 -4 -5 5 8 -8 -9 -10 -11 -12 -13 -14 14 15 -17 -18 20 -20 25 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10013571447889985 0.0001509278899618302 -0.0068605368439066455 0.00015575949213828379 0.0049219175051021828 -0.10033124876990569 0.0086490203836293682 0.092973489435047116 0.047590648312275594 -0.001747951176395176 0.099849249437358803 -0.10012177815135932 0.10009946857217907 -0.10012013824459579 -0.10073939937194323 -0.1000928253334549 0.062773627793735506 0.0023548931877262359 -0.1006632262022714 0.099594916796673871 0.074104789947077893 -0.032580241288011826 0.05035699869746222 -0.00032944266621768616 0.096342769625233485 -0.10006360420521382 -0.10001677739419484 0.094421207866609833 -0.10004623953545962 -0.00026071165103532114 -0.0092747457991800911
leaf_weight=0.0017267310069887234 33.062782492083734 0.5437212767407783 1.0388479832459827 0.63394043540756584 0.0087935253251455459 0.0067533674036468483 0.034392044609724337 0.0037176127541513901 0.52545363630768027 0.010887384092029606 0.0040965795661023199 0.0069963721907697609 0.0020558890621273918 0.032867078070884626 0.0040808120211869303 0.028748646363965236 0.57129609804918768 0.027081461022305575 0.0074771201088342778 0.004714492871458198 0.011344865521948577 0.0027588076881333579 0.51699702336918563 0.041998077089374419 0.0038890659710340012 0.0010214565381584384 0.0042196579553497315 0.0013358176149410039 7.367628245232746 0.70687582220208955
leaf_count=52 1962 92 44 67 49 184 20 30 89 7 21 3 127 24 90 35 74 42 16 57 29 69 5 16 65 300 38 27 144 256
internal_value=-1.92883e-06 1.89506e-06 -0.00225482 8.37439e-05 1.24161e-05 0.00464827 0.0531351 -0.0563771 0.000559792 0.0399436 0.00717259 0.0349817 -0.0167353 -5.35341e-05 -0.00388206 0.000972451 -0.00186113 -0.0450878 0.033736 -0.0164266 -0.0805626 9.67715e-06 0.00681102 0.0749199 0.00119254 0.0430973 0.0485558 0.00128992 -8.47607e-05 -0.00104984
internal_weight=45.2185 45.2168 1.58257 43.6342 43.0003 0.603146 0.0469032 0.0125111 0.556243 0.0307896 0.0199022 0.0158056 0.00880926 42.3971 0.688632 0.655765 0.627016 0.0557202 0.0172939 0.00981676 0.0384263 41.7085 0.571198 0.0542014 0.0122033 0.00573595 0.00831428 0.00409463 41.1373 8.0745
internal_count=4034 3982 136 3846 3779 530 99 79 431 342 335 314 311 3249 667 643 608 534 463 447 71 2582 220 215 199 357 134 96 2362 400
is_linear=0
shrinkage=0.1


Tree=448
num_leaves=31
num_cat=0
split_feature=6 18 18 10 5 9 13 15 15 19 5 3 18 5 3 4 10 18 10 0 16 5 2 2 8 3 10 5 8 15
split_gain=0.000861548 0.0260071 0.0481344 0.032158 0.0283444 0.0235566 0.0105558 0.00554019 0.0403323 0.0177034 0.0185344 0.0187982 0.0197308 0.0154022 0.0153112 0.0130406 0.0115669 0.053915 0.0288242 0.0108681 0.00915212 0.00732313 0.0050848 0.00661721 0.00496898 0.00315827 0.0488376 0.0371023 0.0217361 0.00300918
threshold=14.745344522600002 14.395252042950002 14.493864790000002 70.206395618550019 18.553574773300003 206.57490536735003 113.0174028878 30.501457990950005 28.862433654350003 14.051133688400002 17.505247228350004 85.694602908050015 13.431026577400003 18.066672237450003 86.896343692350015 137.02556730370003 64.407391431150018 13.843998451900001 66.590419433100024 90.407470010750018 21.734949174200004 20.204934414350003 32.468269602050007 56.478612905150008 5.9453602998000008 83.538459487450012 69.64719632740001 17.089764221050004 7.943800736700001 37.050691080100002
decision_type=2 2 2 2 2 2 2 2 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 7 -3 4 -4 -6 -7 8 9 10 -2 -12 15 -10 -15 -13 21 -18 -19 20 -16 -9 -23 -24 -17 -1 -27 28 -28 -25
right_child=1 2 3 -5 5 6 -8 16 13 -11 11 12 -14 14 19 24 17 18 -20 -21 -22 22 23 29 -26 26 27 -29 -30 -31
leaf_value=-4.5839796859524112e-05 0.065971845552613637 0.066708000567595696 0.053511763138892547 -0.10033453144923243 -0.095356149892965675 -0.025149948691437676 0.050027814638268303 0.011209208926973699 0.1004562058937561 -0.07534424039866007 0.0035463050964584138 -0.10109000240876052 -0.10170875849779232 -0.038668762275654578 -0.066763875247168217 -0.00068636053552981668 0.0023397670442890433 -0.024880770828440327 -0.10081086397888679 0.094941998750581028 0.066987554386855136 -0.10022887983659233 0.059777272092876414 -0.0020511928572782005 0.098694618194512293 -0.00059289137803713546 0.09071190293111743 -0.1003774542304986 -0.10015692666469356 0.00048190615077617458
leaf_weight=15.770469404667287 0.042171894572679669 0.16646176658105244 0.086039509216789156 0.030153822614778392 0.032020283428797314 0.043923808386352903 0.032494511848199181 0.58159161178628593 0.053368871100246906 0.031114341683860403 0.53389870864339184 0.0076750493319649995 0.036730370027262094 0.022581527591682971 0.009913205821220572 0.0094839072418227421 0.6574920471734903 0.12093676347285509 0.085228933952748775 0.033091704739490524 0.010571697552222759 0.0050751175731446043 0.018428474781105986 6.3083742001611851 0.010715457788364802 2.0693666212818278 0.01942568761507768 0.086006975185199508 0.0086112484859768301 18.276713376501291
leaf_count=1640 5 26 34 61 34 24 25 44 4 38 10 11 25 10 36 393 68 31 32 13 7 4 18 217 27 183 99 281 30 604
internal_value=-1.51521e-06 0.000352886 0.0259544 -0.00424573 0.0106528 -0.0233532 0.00681705 -1.99504e-05 0.00817002 -0.00168116 0.00189628 -0.00261862 -0.053566 0.059263 0.0303962 0.00987206 -0.000271843 -0.0116512 -0.0562703 0.0595058 0.00226157 0.000118303 -0.000143816 -0.000123171 0.0520337 -0.000539344 -0.00410386 -0.0678116 0.0320886 -0.000168071
internal_weight=45.2001 27.2463 0.391094 0.224632 0.194478 0.108439 0.0764183 26.8552 0.801317 0.67179 0.640675 0.598503 0.0646048 0.129527 0.0761581 0.0278744 26.0538 0.863658 0.206166 0.0535766 0.0204849 25.1902 24.6086 24.6035 0.0201994 17.9539 2.18341 0.114044 0.0280369 24.5851
internal_count=4034 1801 204 178 117 83 49 1597 579 509 471 466 456 70 66 431 1018 131 63 56 43 887 843 839 420 2233 593 410 129 821
is_linear=0
shrinkage=0.1


Tree=449
num_leaves=31
num_cat=0
split_feature=2 13 18 13 5 15 9 18 16 6 12 15 17 19 16 14 16 19 9 2 8 5 2 16 2 15 16 10 4 15
split_gain=0.00077724 0.00400347 0.00991264 0.00849216 0.00357718 0.00328319 0.00298171 0.00198311 0.0198474 0.0521143 0.00193514 0.00172471 0.0102025 0.00942932 0.0177095 0.00699328 0.00205197 0.00471527 0.0574315 0.00468988 0.00637465 0.00462614 0.00386272 0.00297019 0.0211178 0.020334 0.0219705 0.0160405 0.0174619 0.00373805
threshold=67.858768990950011 98.050756475600011 17.323446153950005 95.862351557400004 16.569990495050003 20.229639301750002 33.418910489850006 14.297806230850002 19.844953593850004 14.865347326450001 94.328280857900012 19.763739472850002 168.81379805985003 11.950964240300001 14.934965075550002 240.28931515145004 15.404963976500001 12.651020723000002 205.67007911670001 169.97615743665003 7.943800736700001 14.711207928400002 84.960908098050012 17.974957966700003 81.787075821300007 22.516911658450002 15.524963695900002 71.322105742700003 286.86996866160007 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=4 2 6 5 -1 -4 -2 8 9 -6 -3 12 -12 15 -15 -14 21 18 19 -18 -21 -13 -23 24 -19 26 -26 -27 -29 -25
right_child=1 10 3 -5 7 -7 -8 -9 -10 -11 11 16 13 14 -16 -17 17 23 -20 20 -22 22 -24 29 25 27 -28 28 -30 -31
leaf_value=0.0058840131580767908 0.074534599498135734 0.0058967265168307637 -0.10018768897681807 0.061217408532123353 -0.10207072385345956 0.041581761262056573 -0.1002392047955154 -0.001334033136479424 -0.00047492769153094274 0.044991563428133721 0.00030957495540641047 7.6748751249555231e-05 0.099161014224077471 -0.084812610529718641 0.060078645814063462 0.017208061171399319 0.097307099114542411 -0.00026841736651849515 -0.0028675214266536461 -0.04387239160918277 0.10007307005061038 -0.0011772077665674866 -0.013106675547658236 0.003979259413950993 0.10047342075348992 0.061282286774634209 -0.085239691613437862 -0.10081264343134413 0.019427718528268464 -5.4363195658976462e-05
leaf_weight=0.57976207829552295 0.0010400227002627096 0.57872965661816422 0.0065793786605581883 0.01364110736267321 0.065294550935505291 0.0021730824371806179 0.01589235951530471 2.5663440338757937 0.61711790159461088 0.038190409853882556 0.52286767970118475 2.526035604242447 0.028352315597444999 0.014476066164370138 0.0202167927689203 0.016455853151668975 0.069083130206579912 1.0188969068596021 0.54610390639390971 0.0059683526063431525 0.0063495456706732512 0.4960818514227866 0.59935946543823071 2.4740570449514143 0.017143507138825842 0.0088693419898220327 0.010136918136282702 0.070019389602165916 0.014595552297449466 32.193901542172568
leaf_count=67 132 56 542 18 31 28 456 44 68 25 66 25 27 27 28 32 114 14 38 47 3 2 103 492 2 59 79 94 61 1254
internal_value=-2.50341e-06 0.000124494 -0.0317668 0.0118901 -0.0013582 -0.0649888 -0.0895042 -0.0026356 -0.007271 -0.0477984 0.000154907 7.31794e-05 0.00538429 0.03876 -0.000379197 0.0690637 -6.68882e-06 0.000218959 0.0088125 0.0871715 0.0303276 -0.0022769 -0.00770429 6.83629e-05 -0.00495484 -0.0444944 0.0314657 -0.0666609 -0.0800719 0.000233494
internal_weight=45.1437 41.277 0.039326 0.0223936 3.86671 0.00875246 0.0169324 3.28695 0.720603 0.103485 41.2377 40.659 0.602369 0.079501 0.0346929 0.0448082 40.0566 36.4351 0.627505 0.081401 0.0123179 3.62148 1.09544 35.8076 1.13966 0.120765 0.0272804 0.0934843 0.0846149 34.668
internal_count=4034 3799 1176 588 235 570 588 168 124 56 2623 2567 180 114 55 59 2387 2257 202 164 50 130 105 2055 309 295 81 214 155 1746
is_linear=0
shrinkage=0.1


Tree=450
num_leaves=31
num_cat=0
split_feature=15 15 2 19 17 15 7 16 4 14 10 16 16 3 13 17 9 19 10 15 10 18 0 17 10 0 18 16 16 15
split_gain=0.00079763 0.0239076 0.0365688 0.00274714 0.014197 0.0229742 0.00334264 0.00330771 0.00279621 0.00232386 0.0170221 0.0122383 0.0124225 0.00924032 0.00832495 0.0039648 0.00184779 0.00161274 0.00366828 0.00144055 0.00133511 0.00128553 0.0397672 0.0376616 0.0243065 0.0243326 0.0153705 0.0227645 0.0114204 0.0431079
threshold=23.908355817750003 22.993338193550006 72.843776848050013 12.651020723000002 183.19621122360005 22.151858238250004 25.934372643900002 15.404963976500001 254.30081718620002 257.46508844615005 78.285212300550015 12.644970430600003 9.719977270450002 77.801289837050021 95.862351557400004 241.79519611995002 200.52256857420005 13.051052998800001 71.365121072750014 18.946678378300003 81.320481529800006 14.382403557200002 94.047642319350018 207.89802496125003 67.074341896550024 90.111739616350022 14.420596409350003 19.199955102150003 20.404952284350003 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 3 -3 7 -5 6 -6 9 -8 19 -11 12 14 15 -12 -13 -9 -4 -19 20 -1 28 23 26 25 -25 -23 -28 29 -2
right_child=21 2 17 4 5 -7 8 16 -10 10 11 13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0054474881761232448 0.0021156913803076507 0.082555472950306713 -0.10089188500740634 -0.0010494196592202402 -0.097336595827963279 0.042542732554638078 -0.10010456947996658 0.00092205697271080143 0.009054797136058031 -0.090656164360357172 -0.10033205724720434 -0.10006324843356287 -0.10023827007765536 0.090972182075717944 0.10005350259462796 0.086787795671536105 0.0092413379167074899 0.041951569362181494 -0.10006537598240202 -0.0023231646576360567 -0.001666961985577556 0.10054673910313468 -3.7045702011281085e-05 -0.038865261232074053 -0.10037601723579968 0.10006362767780728 0.072138459982992315 0.0031860634110617309 4.2681987304703311e-05 -0.080687464388865329
leaf_weight=0.53716948903490036 0.25264867049302964 0.014708911126945168 0.049479802999498612 0.49952558700639893 0.040742367095458087 0.019727931054930536 0.003797851856518264 0.50774660593566145 0.0061412654916352949 0.012304011405691401 0.0027440412766493736 0.0040362595773160139 0.010503893193592573 0.033969283682889539 0.0084809344843961298 0.0015802098569110967 0.56303349291920313 0.0027191890707527477 0.0054927134130196009 3.1012933792736348 0.51826800854429278 0.056101187947203424 9.4568138262629873 0.032253527189823217 0.027551471695915097 0.020696195046184584 0.10635437136917147 0.087087249077740125 29.045076372675208 0.083702713317791222
leaf_count=109 393 4 93 68 74 30 18 93 48 130 328 110 160 26 7 3 15 26 44 153 271 8 504 36 23 27 55 35 1022 121
internal_value=-2.63388e-06 -0.00108209 -0.0581952 -0.00037778 -0.00697488 -0.0490136 -0.0846522 0.000331487 -0.0326563 -0.000925242 0.0166864 0.0382268 -0.0220748 0.0713267 0.0510675 -0.0474922 0.00529647 -0.0940805 -0.0530396 -0.00123716 0.00195397 0.000161164 0.0011538 0.0352753 -0.0241998 0.0154372 0.0544616 0.0410962 -0.000169479 -0.0184903
internal_weight=45.1118 5.94347 0.0724006 5.87106 0.569935 0.0704094 0.0506815 5.30113 0.00993912 4.23035 0.0736186 0.0613146 0.0217289 0.0395858 0.011225 0.00561647 1.07078 0.0576917 0.0082119 4.15673 1.05544 39.1683 9.78686 0.330044 0.0805012 0.0529497 0.249543 0.193442 29.3814 0.336351
internal_count=4034 1810 167 1643 238 170 140 1405 66 1297 764 634 495 139 335 113 108 163 70 533 380 2224 688 184 86 63 98 90 1536 514
is_linear=0
shrinkage=0.1


Tree=451
num_leaves=31
num_cat=0
split_feature=15 16 17 7 17 9 12 17 18 12 0 10 5 18 18 18 13 13 5 6 5 4 14 12 15 6 18 13 2 0
split_gain=0.000726226 0.00263768 0.0195728 0.0100282 0.00529755 0.00648898 0.0013595 0.0149407 0.0149987 0.00782262 0.013512 0.00652451 0.0121977 0.00753861 0.00544462 0.00543463 0.00331517 0.00322662 0.00327394 0.0516933 0.00241362 0.0243339 0.00223718 0.0106414 0.0244044 0.00951151 0.00587025 0.00579647 0.00230475 0.00185946
threshold=46.074827201850006 22.584947186600004 203.72643944000004 23.974509389900003 190.94474013770002 196.14870163055002 231.37331977490001 200.26331585350002 14.420596409350003 383.30163750755008 90.111739616350022 65.536543845950021 19.749058312400006 15.589604336850003 14.118140587000001 16.587089536200001 100.63167628080002 117.64961624655002 23.700766800900002 16.435384010100005 21.876867948900003 321.23864991185008 287.36199315565005 226.61310041345004 26.135540888150004 13.65531905435 17.551307094650003 117.50981642375002 196.01988179970002 102.89804648475001
decision_type=2 2 2 2 2 2 2 2 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 22 17 14 10 -10 -12 13 -13 -9 -15 -17 18 19 20 21 -8 28 24 25 26 -24 -26 -1 -28
right_child=1 2 -4 -5 -6 -7 7 8 9 -11 11 12 -14 15 -16 16 -18 -19 -20 -21 -22 -23 23 -25 27 -27 29 -29 -30 -31
leaf_value=-4.0531497556059493e-05 0.00096366151993403353 -0.10026968919238877 -0.00053149039375310404 0.010988543147148866 -0.10062100057014861 0.008967313673823132 0.084757358262266214 0.039951810199936641 -0.076645611332323227 0.089447036619318798 0.10003095586338361 0.099864587583553488 -0.089199943122903871 -0.10010472811526597 0.094650315398346299 -0.062714177974730972 0.063121214596180364 0.0072078069793122847 0.0011518142913208385 -0.10122575510759471 -0.00011950248315563451 -0.090879046361996257 -0.10013220602047851 -0.0016536393799658638 -0.039048461188583003 0.095962909470115057 0.099860646510819467 -0.10118670688200396 0.0064409418841351491 -0.011580938413489224
leaf_weight=38.900630630687523 1.0360438839069246 0.0095276269056511209 0.51698246744513199 0.017320752127488959 0.034298840732796876 0.01266879468442994 0.023897277805363826 0.039258041082315509 0.020892849595470608 0.0089696517623820693 0.0084047600103076547 0.011397520577533626 0.010442131855597836 0.0044838032707728024 0.033921841368282912 0.0028223141185580456 0.0081090270002732723 0.56684023316775611 1.5575994242547548 0.053639898987967172 0.51305453336199847 0.011775182313765453 0.0055001357073556356 1.0275199924949283 0.027481715692374564 0.014666879887479389 0.0029314512369182921 0.033085767326610949 0.55647396238713653 0.0030602900049837567
leaf_count=2598 29 34 22 17 57 23 55 27 16 65 16 14 29 31 39 153 31 33 100 14 30 274 98 39 34 18 6 9 27 96
internal_value=-2.65913e-06 -0.002077 -0.00740921 -0.0555785 -0.0759871 -0.0379217 7.50135e-05 0.00217619 0.0330434 0.00178059 -0.0100347 0.020445 0.00249025 0.0381988 0.0653068 -0.00739516 0.0306323 0.0004929 -0.00126929 -0.00752979 0.0016293 0.0267812 -7.39083e-05 -0.00449279 -0.0381306 0.0425873 -0.025535 -0.0729923 5.08784e-05 0.0429417
internal_weight=45.0737 1.62684 0.590798 0.073816 0.0564953 0.0221964 43.4469 2.87551 0.148702 0.0755221 0.0665524 0.0456596 0.0372548 0.0268127 0.0731799 0.0154151 0.0109313 2.72681 2.15997 0.602367 0.548727 0.0356725 40.5714 1.11425 0.0867262 0.0261588 0.0114919 0.0605675 39.4571 0.00599174
internal_count=4034 182 153 131 114 57 3852 927 421 355 290 274 258 229 66 215 184 506 473 373 359 329 2925 300 261 218 200 43 2625 102
is_linear=0
shrinkage=0.1


Tree=452
num_leaves=31
num_cat=0
split_feature=8 10 10 5 18 13 10 9 7 7 13 15 5 2 7 7 6 7 9 18 6 8 12 12 10 15 17 7 17 19
split_gain=0.000734165 0.00153207 0.00266189 0.00174326 0.00209973 0.00135905 0.00302343 0.00447997 0.00790225 0.010817 0.00271286 0.00210463 0.00205519 0.00570235 0.00187568 0.0208875 0.0531526 0.00242588 0.00676048 0.00239978 0.0165034 0.0102357 0.00292021 0.00246109 0.00185019 0.00149418 0.00138747 0.00136147 0.00453938 0.0161474
threshold=8.7431769115000026 61.87486387225001 61.93938686740001 21.633008747850003 14.708525021850003 117.60660091645001 61.993156030000002 193.42660545270004 23.296055099200004 22.381996090050006 117.62810858150002 30.807603489900004 23.928204628200003 185.01730422545003 22.721067571950005 22.589037079550003 16.385382841850003 22.938075114600004 186.68586460755003 12.971888692100002 16.465384711100004 8.0437227585500022 168.82321781925 152.73554204000004 61.907125369850007 35.098844929350008 183.49170501290004 23.445318439400001 193.58923865885004 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=5 -2 -3 4 -4 6 7 8 9 11 -7 -1 13 24 15 19 -17 18 -16 25 21 22 23 26 -12 -8 -21 28 -19 -30
right_child=1 2 3 -5 -6 10 14 -9 -10 -11 12 -13 -14 -15 17 16 -18 27 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00098176436376565973 -0.0033664730997912265 0.0086400658206501578 0.0074533374568168838 -0.002044482155241732 -0.001168056817849151 -0.0059489970326013809 0.00078738868662000291 0.011520154727452724 0.0016406792188890483 -0.10153706819542881 0.00026672309375014861 0.098564393657821603 -0.0062486668979464671 0.0063832649021146205 0.0036158977887607319 -0.053703283667962114 0.093292385813539935 0.00029024779930304957 -0.011607621568167378 0.026807798908449337 0.00035456802846369124 0.07955196100002615 -0.10009247631436891 0.066337829267837364 -0.004279784291359996 -0.0056861885765420346 -0.067620150810560956 -0.00040892398000314922 0.036584423870479513 0.00062222084996089218
leaf_weight=0.0085351556379993365 0.55475562983929139 0.54689501161556142 0.62717753015688538 1.0729305276942964 0.51401628927942511 1.111123862837984 1.0212814097293987 0.56278272340915692 0.505532406270504 0.017483909013378707 1.9971327313542135 0.0028274406056141297 0.55916313826895692 1.1239446834242697 0.53450611940351123 0.036651208629379428 0.074805354075522246 5.7552597014702744 0.64217562386456084 0.0025311987011302772 0.51691917481284932 0.044875789473735495 0.0033169514288271537 0.0042609329010900865 1.6220564961113266 0.54778748067364791 0.0040390384786235245 24.314070431676242 0.16127370692809284 0.55292851569196388
leaf_count=354 86 13 54 98 15 35 98 12 2 5 48 10 132 35 27 25 41 143 55 45 27 24 121 27 40 25 30 2280 100 27
internal_value=-3.19679e-06 0.00142899 0.00239252 0.000849355 0.00357009 -0.000117003 0.000126206 0.00529348 -0.00126416 -0.0521713 -0.00145617 0.0237891 -0.000514675 0.0001613 -3.94831e-05 0.00274696 0.0449546 -0.000236213 -0.00469236 0.000553823 0.00607462 0.0561696 -0.0179957 0.00714572 -0.00177094 -0.00147264 -0.0312416 -6.58796e-05 0.00122338 0.00874283
internal_weight=45.043 3.31577 2.76102 2.21412 1.14119 41.7273 35.3138 1.09716 0.534379 0.0288465 6.41342 0.0113626 5.3023 4.74313 34.2167 2.25647 0.111457 31.9602 1.17668 2.14501 0.575943 0.0590239 0.0141481 0.0108312 3.61919 1.56907 0.00657024 30.7835 6.46946 0.714202
internal_count=4034 266 180 167 69 3768 3478 383 371 369 290 364 255 123 3095 463 66 2632 82 397 274 247 223 102 88 123 75 2550 270 127
is_linear=0
shrinkage=0.1


Tree=453
num_leaves=31
num_cat=0
split_feature=6 6 16 16 15 7 18 2 6 19 16 8 0 6 6 3 16 18 18 6 14 16 17 3 10 5 8 15 2 8
split_gain=0.000746998 0.00240058 0.0205798 0.0313262 0.0216242 0.0195601 0.0150971 0.015155 0.0122803 0.00663981 0.0204532 0.0325983 0.0547334 0.0381979 0.0361102 0.0307235 0.00325625 0.00647932 0.00608822 0.0114963 0.0077935 0.0030374 0.00474263 0.00251918 0.042652 0.0343251 0.0192002 0.0018641 0.00265438 0.00399761
threshold=16.465384711100004 14.745344522600002 19.199955102150003 18.684956306450005 29.329759478700002 24.024273989350004 13.603286548350003 41.467794892200004 14.935348962050002 13.751109481500002 20.844951255400005 8.1436447804000007 90.767723400200012 15.785368822600002 14.980350013450002 88.151853639250007 22.624947093000003 13.893471991850001 13.565177112500001 16.305380972600002 234.88994499470002 22.614947116400003 189.31157886915003 83.538459487450012 69.64719632740001 17.089764221050004 7.943800736700001 42.713473568600008 188.47750099235003 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 5 6 7 -3 -6 -4 11 -11 13 -13 -14 -16 17 21 19 -18 -21 22 -12 -1 -25 26 -26 -2 -29 -30
right_child=27 2 9 -5 8 -7 -8 -9 -10 10 16 12 14 -15 15 -17 18 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-1.1315249680406696e-05 -0.0012725361955022978 -0.10111603063895157 -0.0095064185018216354 0.074785327771375865 -0.10055396355616737 0.065743738247951322 -0.10103688951145817 0.080371568239924016 0.0015456028762419333 0.08004802024199964 0.0090001880764081152 -0.00090591605738572388 0.030926274715117254 0.10018825701044239 -0.100620662731911 -0.00018841173110717576 -0.01126586657267763 -0.010394715351291512 0.012074342561444913 0.00072968153733553862 0.014101698610886299 -0.0067801256063306156 -7.398588393778388e-05 -0.00053250606364562976 0.089698694810669333 -0.10033666709115813 -0.10014474394751194 0.0057963738760586315 0.0023873651417176539 -0.0050763700025475205
leaf_weight=15.727090537052877 10.79282696003 0.0065388148650512559 0.59531298503861663 0.095542696275060734 0.025994057669379345 0.056467284921382088 0.015981500648565405 0.01552657672410207 0.021544240580624319 0.080630028620361283 0.64066253335329015 0.067867785925045609 0.072391230365610681 0.083188033138867468 0.071571888271137141 0.053026657900772989 0.5937748067663059 0.6279679189552495 0.61392544682166761 1.5742121801900171 0.60272949316662039 0.5697300863191791 5.7046319801186316 2.0678269183699287 0.018001724438453492 0.076415407887323816 0.007566653825051616 0.97125134779633882 2.089390221110659 1.0930076251379608
leaf_count=1640 797 1 42 25 48 31 15 60 11 16 44 19 12 26 37 11 30 71 67 46 33 34 159 183 99 281 30 57 55 54
internal_value=-1.8855e-06 0.000285181 0.00136755 0.0305101 0.000731131 0.0284017 -0.0270194 0.0265899 -0.0542827 0.000788205 0.00132786 0.0227548 0.00948201 0.0547677 -0.025244 -0.0578787 0.000487313 -0.000669014 0.0030643 0.00106788 0.00443199 0.000214197 0.000842202 -0.000451999 -0.00364614 -0.0667782 0.0335168 -0.000579729 0.00122046 -0.000176085
internal_weight=45.0326 30.0861 12.1892 0.237595 0.142052 0.0945142 0.0380469 0.0220654 0.0475383 11.9516 11.3563 0.428676 0.348046 0.151056 0.19699 0.124599 10.9276 7.54299 3.38464 2.77072 2.17694 6.91502 6.34529 17.8969 2.16981 0.101984 0.0255684 14.9465 4.15365 3.1824
internal_count=4034 3071 838 191 166 107 76 61 59 647 605 121 105 45 60 48 484 308 176 109 79 237 203 2233 593 410 129 963 166 109
is_linear=0
shrinkage=0.1


Tree=454
num_leaves=31
num_cat=0
split_feature=10 17 3 0 17 7 6 0 5 6 10 18 8 17 9 7 18 16 3 9 3 3 6 8 6 3 6 18 17 5
split_gain=0.000829256 0.0112143 0.0106841 0.00826091 0.00665626 0.0115782 0.00730865 0.0059514 0.00342666 0.00153732 0.00488103 0.00127648 0.00100002 0.00297239 0.00576244 0.00330414 0.00453592 0.00402584 0.0137537 0.0591459 0.00199019 0.00748435 0.00504299 0.0272405 0.0281575 0.0232961 0.00492946 0.00446926 0.00486244 0.00358981
threshold=61.622148808000013 190.94474013770002 95.346167596350014 83.941728207000011 177.64087306825002 20.752538901500003 23.145540791850003 75.462331263550013 29.026000224750003 21.760508430800005 60.613977009100005 11.862896247150001 8.543332867800002 186.09458496570002 203.36975145060003 23.165384528550003 13.258241318650002 19.844953593850004 92.703413254150021 207.69346988305003 93.281431752200021 93.14163192940002 16.495385412050002 8.3434888241000014 16.465384711100004 93.663192806700025 16.525386113000007 13.222029912150001 185.82794795070004 23.042623356550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 7 8 -4 10 -6 -10 20 14 -14 16 -15 -17 19 -19 21 26 23 29 25 -25 27 28 -2 -22
right_child=12 -3 3 -5 9 -7 -8 -9 11 -11 -12 -13 13 15 -16 17 -18 18 -20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.074285062607241256 -0.0006206950760162045 -0.073817147371644853 -0.10008436087257894 -0.1003111345104829 -0.10002104576356396 -0.10020988060627756 -0.10020530577704759 0.076717738362159643 0.04892014674411467 0.10004002273277626 0.098470409904957923 -0.050906503052489727 0.012039084756110006 -0.00066594923553560175 1.3499232675797131e-05 -0.0067768141144450011 -0.01058359235911443 0.076975411328616156 0.00029840514656413069 0.0023896780661214214 -0.0087357007705194459 0.010485854676715551 -9.653501659706767e-05 0.042924542171206594 -0.1014582290983278 -0.057270946059923306 -0.0067457757875481325 -0.00014517562855196381 0.012789291911386634 0.00097293915039579773
leaf_weight=0.018670425576817362 0.51520660512782501 0.021176094916398824 0.0036135656480507095 0.0090410036859225329 0.0019132304257941102 0.011733039487243246 0.004523002076894044 0.015439842151323546 0.0046772748341012971 0.0067289831640664488 0.0035148523348667027 0.0017640047831122274 0.65492766588141549 2.1738245798233593 1.017583104174214 0.56434923628637523 0.58532813498135272 0.12677869528124563 5.6089364601903071 0.65882545480417321 0.60121699976001486 0.67902033931250727 4.6385315775615554 0.041594491398427524 0.058217251601251796 0.052487906902376924 1.0855209711744453 24.219313948171919 0.56904357388157223 1.0390581598581519
leaf_count=8 28 38 129 7 50 25 4 47 106 7 5 53 47 54 50 56 48 39 68 72 128 33 220 12 31 32 22 2522 21 72
internal_value=-1.35183e-06 -0.00897277 0.0078511 -0.011853 0.0029825 -0.015979 0.0169444 0.0377279 -0.0221433 0.0681014 0.0285083 0.0215817 1.91923e-05 0.000828617 0.00472252 0.000158462 -0.00276988 0.00131953 0.00203407 0.0144261 -0.000256032 0.00011967 -0.00183734 -0.0063419 -0.0467974 -0.0129738 -0.000147063 0.000136021 0.00641723 -0.00258561
internal_weight=44.9926 0.102795 0.0816192 0.0629488 0.0539078 0.0417507 0.0300177 0.0254947 0.0100548 0.0121571 0.00542808 0.00644128 44.8898 11.3906 1.67251 9.71804 2.75915 6.95889 6.39454 0.785604 33.4992 27.0681 6.43111 1.79257 0.1523 0.0940824 26.3891 25.3036 1.08425 1.64028
internal_count=4034 479 441 433 426 364 339 335 288 62 55 159 3555 434 97 337 102 235 179 111 3121 2626 495 275 75 44 2593 2571 49 200
is_linear=0
shrinkage=0.1


Tree=455
num_leaves=31
num_cat=0
split_feature=10 16 8 5 13 15 17 15 12 16 13 17 15 5 8 2 17 9 8 16 0 14 16 6 3 6 9 17 15 18
split_gain=0.000717472 0.00246348 0.0336498 0.018855 0.00553893 0.00232179 0.00242832 0.0032824 0.00247473 0.00456185 0.00227455 0.00215666 0.00179003 0.00296662 0.00144742 0.000978359 0.00698208 0.0220437 0.0146626 0.0118339 0.0186776 0.0106343 0.00701883 0.00637206 0.00557712 0.00471524 0.00405203 0.00403049 0.00369397 0.00343558
threshold=61.987779113750001 22.584947186600004 8.3434888241000014 25.568932055400001 117.62810858150002 45.169600924000008 188.19076296340003 41.492094664050008 135.71835115270002 22.744946812400002 117.60122400020002 191.86029796145002 46.683480308100009 24.279163357700003 8.3434888241000014 176.09844955530005 201.96256717700001 208.51380245710001 8.2435668022500028 22.544947280100004 97.521130223850008 289.25304191355002 17.684958644900004 16.355382140900002 81.93344998355002 13.65531905435 211.71022357485 212.37354083175003 15.667874674200002 13.777522434500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -3 6 8 11 9 -6 12 -8 13 15 -13 -2 29 18 21 20 27 -18 24 25 26 28 -22 -19 -23 -17
right_child=10 4 -4 -5 5 -7 7 -9 -10 -11 -12 14 -14 -15 -16 16 17 19 -20 -21 22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10128089068291068 0.00025102924151426258 -0.010506862916156691 0.083160303402456726 0.0015478801418280454 -0.011788029049666551 -0.0067200869324713659 0.0035814984039751496 0.008688660571571671 0.0012594592500220301 -0.0010783515901992972 0.0046953043500549208 0.00089938419555850259 -0.0056764753524536282 0.0073965302300045867 -0.0065338773898808919 -0.00089610505706340339 -0.10034177573241923 -0.10112878522961802 0.096167812378800857 0.037701354184514237 0.080856228717409759 0.06937452706018063 0.081441525032157958 -0.10023076961884812 0.10004589509598877 0.062470153438667776 -0.10007020937526699 -0.039312279931397603 -0.10005672165718388 -0.0085114791582975059
leaf_weight=0.018471310463740287 29.229626751870772 0.60673922192393082 0.050802547979401425 0.51514030886622164 0.55103523780417196 0.55756718075773992 1.0519769598686259 0.61523269295014404 1.5682818883067282 1.4295893158423494 1.0851977005901918 0.52239571581594624 0.53798143313392799 0.55387311742276679 0.52545360301007804 4.6849874562866765 0.0068340219646356717 0.026556317571703403 0.042685360589530319 0.029844162709196098 0.0015147249855544942 0.002032848951447285 0.013319305271807025 0.0032041397162174681 0.0026339561445638546 0.030296371564418223 0.0067720779090052474 0.017496743624036526 0.0035061927746311561 0.6781534346141872
leaf_count=59 1892 33 9 401 19 51 22 44 27 55 21 5 84 109 35 98 29 19 24 33 5 117 25 14 2 27 119 32 85 539
internal_value=-1.14894e-06 -0.000858979 0.00539231 -0.0020116 -0.00135079 -0.000536411 1.40094e-05 0.00226507 -0.00170814 -0.00405792 0.000184841 0.000383003 4.83877e-05 0.000135554 -0.00282809 1.99207e-05 -0.00119727 0.0178133 0.0539855 -0.0148285 -0.0377841 0.0147348 0.0327166 0.0348794 -0.0267098 0.0469599 -0.0669991 -0.0765769 -0.0378748 -0.00185905
internal_weight=44.9692 8.01269 0.584414 0.533612 7.42827 6.82153 6.26397 2.71506 3.54891 1.98062 36.9565 2.09983 35.8713 35.3333 1.04785 34.7795 5.54984 0.186696 0.0885589 0.0981373 0.0682931 0.0458736 0.0242401 0.0390396 0.0109208 0.0358354 0.0082868 0.0440531 0.00553904 5.36314
internal_count=4034 760 469 460 291 258 207 106 101 74 3274 62 3253 3169 40 3060 1168 531 296 235 202 272 151 243 126 229 124 51 202 637
is_linear=0
shrinkage=0.1


Tree=456
num_leaves=31
num_cat=0
split_feature=15 19 9 16 9 6 13 3 3 13 4 4 18 13 16 6 14 0 4 12 12 15 13 16 16 6 10 4 19 2
split_gain=0.000706312 0.00627556 0.0427669 0.0180705 0.0256865 0.00735859 0.00177025 0.0156662 0.0164073 0.0033792 0.00137864 0.0018789 0.00311156 0.00607751 0.00804807 0.027349 0.0101815 0.00267246 0.00248691 0.00199271 0.00581981 0.00212211 0.0231181 0.0259853 0.0320869 0.0250979 0.0190596 0.0216644 0.0102504 0.00914677
threshold=23.908355817750003 12.651020723000002 198.49982034990003 15.454963859600001 211.04147598835002 13.65531905435 104.59984048135001 82.081315180750025 81.589327342850012 98.384125283750009 150.69347026435003 169.88079978325004 14.708525021850003 110.06278740240002 22.654947022900004 16.495385412050002 163.71362709910002 96.682331287150021 160.76806275915001 114.64361763410001 108.57174425965 31.385732506450001 107.94965931190002 18.404956961200003 18.684956306450005 15.075352233200002 67.074341896550024 183.94349597830004 14.551174033150001 120.31044416595002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 -1 5 -5 7 8 9 -3 -2 12 13 17 15 16 18 -12 -15 20 -13 22 -21 -24 29 -26 27 -27 -29 -25
right_child=10 2 -4 4 -6 -7 -8 -9 -10 -11 11 19 -14 14 -16 -17 -18 -19 -20 21 -22 -23 23 24 25 26 -28 28 -30 -31
leaf_value=-0.00061082369671532045 -0.0045248806339153467 0.0040326040061283248 -0.096265705152753955 0.022938468613445836 -0.084904434310219101 0.098771183955933151 -0.00067667576867211322 -0.093814010045672386 0.10042529179381537 -0.10017499176650241 -0.0097186588850002968 0.00016234418499033992 0.0089954452796414518 0.061468765470996417 2.763523066310791e-05 0.0027887142905170057 0.027629881000807179 0.00027276484438002835 0.10032371939601188 -0.00051789067787064874 -0.011659917539527319 -4.2476525029295164e-05 0.088529635749252406 -0.015720364386693188 0.064664794591421229 -0.10092909595273006 -0.10027314058846735 0.079644423559846758 -0.055764072411521509 -0.10063493402191688
leaf_weight=5.2505731602271908 0.61979341267213683 0.0054214278471245159 0.053246419957361013 0.018320824993463769 0.011874569670908386 0.042434974507497003 0.50153907251474572 0.01794257500832519 0.014257812581490725 0.0073045169326348969 0.5750068955668437 1.5765603149550309 0.59020156891347131 0.033860147566884158 1.5487551118130793 0.56018506245317212 0.082267360754698871 0.50091399252414703 0.032079235916143034 2.1574212559236261 0.56584690714588237 29.900550823979977 0.059537635971768199 0.027016477122288052 0.10740988313045818 0.011535591192952666 0.01828552306687925 0.031322148760196455 0.0068050994887016705 0.023914026393327958
leaf_count=1331 97 32 121 37 8 95 96 70 2 18 47 45 43 35 30 72 24 2 7 273 61 1155 108 24 31 12 17 110 6 25
internal_value=-5.83613e-07 -0.00101812 -0.0107159 7.44338e-05 0.0496129 0.0759039 -0.00238014 -0.021397 0.026756 -0.0557811 0.000153834 0.000229331 0.00230296 0.00111789 0.00406605 0.0128952 0.0510954 -0.00506697 0.0803715 -6.57202e-06 -0.00296012 0.000189067 0.0030227 0.0297471 0.0142812 0.0345748 -0.0129903 0.0191467 0.0554762 -0.0555913
internal_weight=44.9522 5.92292 0.599712 5.3232 0.0726304 0.0607558 0.546465 0.0449263 0.0269838 0.0127259 39.0293 38.4095 3.92327 3.33307 2.25715 0.708392 0.148207 1.07592 0.0659394 34.4862 2.14241 32.3438 2.44325 0.285826 0.226289 0.175358 0.0679484 0.0496628 0.0381272 0.0509305
internal_count=4034 1810 339 1471 140 132 218 122 52 50 2224 2127 260 217 168 138 66 49 42 1867 106 1761 606 333 225 176 145 128 116 49
is_linear=0
shrinkage=0.1


Tree=457
num_leaves=31
num_cat=0
split_feature=7 16 7 5 15 7 5 18 7 0 16 19 5 7 7 15 18 17 7 9 0 19 9 10 13 19 12 2 16 9
split_gain=0.000625724 0.0115593 0.0158187 0.00824304 0.00577151 0.00504029 0.00224811 0.00273105 0.00206625 0.00258675 0.00166748 0.00164201 0.00130558 0.00128952 0.00097538 0.00270721 0.00255027 0.00350139 0.00287699 0.0218879 0.017989 0.00110001 0.0031986 0.00768059 0.00458338 0.00339544 0.0185014 0.0115166 0.0104293 0.00223278
threshold=22.105125139000005 22.744946812400002 21.147833206800005 19.476154597300006 26.912781836550003 21.725272673150005 23.626838821450004 11.781261354600002 19.716522186550005 71.131225215400022 18.964955651700002 11.550931964450003 26.429668882900003 22.233191240750003 22.516377366000004 34.139075990150012 13.043896815850003 184.67080164680002 22.792619241600004 187.94830913940004 85.925810307250018 14.451165964200003 196.64273721640004 62.057679025150001 117.38883580790001 14.551174033150001 203.04351287870003 291.13287832620006 22.654947022900004 201.32298960505003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 8 -4 -6 -8 9 -1 12 -10 -11 -2 15 -15 17 -16 19 -18 -21 -20 23 -23 -25 26 -24 28 -28 -27
right_child=13 -3 3 -5 6 -7 7 -9 11 10 -12 -13 -14 14 16 -17 18 -19 21 20 -22 22 25 24 -26 29 27 -29 -30 -31
leaf_value=-0.10002665650335651 0.0048299128355209818 0.00044351510377285035 -0.10010692773566104 -0.10049275867075713 0.1000486957321871 0.087408873889854063 0.088828969522857876 -0.10002219619385473 0.037502332340610865 -0.10002035158713547 0.081942541404621427 -0.10006828796019851 0.023171137941204054 0.0026156788785189366 2.8725463669867292e-05 -0.0070332609255752063 0.0019453347977884763 0.0073780807492438948 -0.00020774244642517739 -0.095272174735159657 -0.016576728824368094 0.013604753458315914 0.00022597647622029434 0.0061712649440964938 -0.0067085174507401819 -0.0020332777124476109 -0.10083584608474166 0.0091293049386447344 -0.02670724531937696 0.0044660618960338993
leaf_weight=0.0018787609942403916 0.5586229456782722 0.91578824620228261 0.0021785075302644943 0.034662559537271598 0.0081262386520393193 0.004191256914558128 0.0016212855201729335 0.0014511537586230361 0.0010886790551449818 0.0011921746592531424 0.0034975073604073259 0.0042726459951450413 0.0030901746536216024 0.51453190972312757 1.5703978592877796 0.66866008577831693 0.56637309764979349 1.1039559852741758 34.29577531667239 0.044393300023386928 0.084030523966021065 0.63272558171938431 0.5760698075888232 0.55755779321771093 0.54770041354167542 1.0210781946286718 0.04010295557407062 0.028125521663696418 0.036032487024385773 1.0958648878463462
leaf_count=139 48 57 35 65 7 22 21 96 40 41 18 256 41 35 31 71 84 36 2551 22 35 35 34 22 24 17 46 24 27 54
internal_value=1.51042e-07 -0.00249503 -0.0425106 -0.081279 0.0181623 0.0232771 0.0724987 -0.000367937 -0.0223502 0.00528332 0.0307147 -0.072133 -0.0111245 5.59714e-05 -5.49989e-06 -0.00283725 7.38956e-05 0.00306249 -0.000128316 -0.00650638 -0.04378 -1.4194e-05 0.00144943 0.0048186 -0.000211191 -0.000643889 -0.00678964 -0.0455528 -0.0657531 0.0013312
internal_weight=44.925 0.983039 0.0672509 0.0410323 0.0262186 0.00636976 0.0111987 0.00307244 0.0150199 0.00965862 0.00777986 0.00536133 0.00428235 43.942 43.3834 1.18319 42.2002 2.67435 39.5258 0.694797 0.128424 38.831 4.53526 1.73798 1.10526 2.79727 0.680331 0.104261 0.0761354 2.11694
internal_count=4034 838 781 122 659 57 124 117 535 239 100 296 82 3196 3148 106 3042 67 2975 141 57 2834 283 81 46 202 131 97 73 71
is_linear=0
shrinkage=0.1


Tree=458
num_leaves=31
num_cat=0
split_feature=3 17 15 5 7 16 18 18 15 2 17 6 18 18 7 8 6 15 2 4 10 16 18 10 18 18 3 7 9 0
split_gain=0.0006035 0.00551888 0.0466356 0.0314682 0.00868559 0.00372773 0.00236094 0.00946997 0.00200404 0.00213042 0.0211928 0.0125087 0.00837304 0.0200811 0.0151741 0.00770681 0.00623432 0.00939366 0.0217112 0.00458795 0.0453867 0.00742711 0.0131505 0.00894357 0.00560764 0.003864 0.00507752 0.00340329 0.0205576 0.0102928
threshold=93.281431752200021 193.58923865885004 41.800301886400014 24.346375512250003 23.109894804950002 22.744946812400002 13.276755824150003 13.154691941050002 45.169600924000008 188.47750099235003 190.94474013770002 14.980350013450002 14.118140587000001 14.466921572300002 24.991601945450004 9.2427870207000016 13.65531905435 35.83914456115 258.06114663960005 271.76419630735006 62.391047833300007 20.704951582800003 17.323446153950005 83.740093847200015 14.420596409350003 17.399600107550004 87.162501047250018 23.109894804950002 190.73543849905005 88.17067284620002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -5 7 -1 9 19 11 -11 -12 -14 -15 16 25 -18 -19 27 -21 22 24 -24 -22 26 -16 28 -8 -30
right_child=1 2 3 5 -6 -7 8 -9 -10 10 12 -13 13 14 15 -17 17 18 -20 20 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00016936264077617731 -0.00032916145497556364 -0.034868516584501651 0.04678965471737604 -0.10038328198917049 -0.10124408519531319 -0.015942647372856729 0.0017568640743445018 0.01385565629029108 -0.005916892449418642 -0.063002035614082116 0.00056200457021354333 0.10047825981623626 0.087434779616527583 -0.077015872307221608 -0.10008967111679275 -0.10030931252629796 0.067373271429092649 -0.1005953241951215 0.072040426438124236 -0.10194477725646998 -0.016632797972754961 0.002790838675210672 0.090336185639090696 -0.10023879185665199 -0.091711973637528532 0.020195333153095942 0.10002654245772798 0.00014603494043333097 -0.071689915432525397 -0.016642044622106864
leaf_weight=2.1119242410076633 11.132102041452075 0.032484611150635945 0.10051882592955508 0.018679427611853594 0.050148815540756342 0.0072600477897140072 0.53811707896888705 0.62359568775229934 0.569061155529197 0.005473327056177423 3.6717069087608261 0.032307162851793692 0.037996403382752564 0.019382670789480194 0.0081940046032122904 0.0050814566202461711 0.045935152688571179 0.013149269480848602 0.016334325988736964 0.048189234570599537 0.015995341787334638 0.52218487620120868 0.01104512094752863 0.0031690621020108454 0.026313565319891374 0.0096792039572937139 0.0015000133134890356 25.087162778314319 0.06219773110569804 0.074833724678455837
leaf_count=60 1003 19 31 61 26 9 127 43 48 242 75 6 48 69 152 3 40 60 44 6 17 8 10 86 118 270 3 1309 14 27
internal_value=-8.32309e-07 -0.000631488 -0.0167274 0.0214489 -0.0751507 -0.0767497 0.000212287 0.00302781 -3.75732e-05 7.30065e-05 0.00226515 0.0767946 0.00152976 0.024126 0.00395509 0.0196693 0.0261009 0.0390987 -0.00495269 -0.000248202 -0.00870081 -0.000936347 -0.0353697 0.0478474 -0.0633275 -0.0244987 -0.0691245 -4.2517e-05 -0.00704873 -0.0416279
internal_weight=44.9017 11.3412 0.209092 0.126458 0.0826334 0.0259395 33.5605 2.73552 30.825 30.2559 3.86674 0.0377805 3.82896 0.157253 0.119256 0.0998734 0.094792 0.0754187 0.0294836 26.3892 0.626897 0.578708 0.0565231 0.0142142 0.0423089 0.0193732 0.00969402 25.7623 0.675149 0.137031
internal_count=4034 1149 146 101 45 70 2885 103 2782 2734 1012 248 764 689 641 572 569 144 104 1722 245 239 231 96 135 425 155 1477 168 41
is_linear=0
shrinkage=0.1


Tree=459
num_leaves=31
num_cat=0
split_feature=19 2 16 7 7 3 2 14 15 18 9 8 18 18 12 15 4 15 12 4 16 17 18 7 2 16 10 9 4 18
split_gain=0.000664324 0.00147566 0.00075237 0.00113873 0.0190441 0.00309529 0.000991088 0.00425105 0.00317213 0.0142657 0.0220583 0.0114316 0.00800351 0.00539325 0.00438663 0.00426854 0.0362586 0.00501145 0.037336 0.00795762 0.00641894 0.00320144 0.00311556 0.0266049 0.0280073 0.0151446 0.00365663 0.00404635 0.00287588 0.00249092
threshold=14.651182102100002 244.78475047185003 22.764946765650006 22.105125139000005 21.623105384250003 93.620177476600006 121.84632764400003 221.97954525475004 20.520114807950005 16.049140492450004 206.08934059370003 8.3434888241000014 17.323446153950005 17.705383164500002 217.19140783420002 25.852338405700003 252.13038187165003 20.903251014350001 198.57093999515004 273.21071223870007 15.524963695900002 201.96256717700001 14.395252042950002 25.016749795550002 171.97230602530001 19.764953780900004 63.705703859100005 215.54845996915003 290.29001804785008 17.788349580800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 -5 -8 9 -9 21 12 -12 -14 -15 16 -10 -18 -19 -20 -21 -11 26 24 -24 -26 -17 -28 -22 -23
right_child=1 -3 -4 6 5 -7 7 8 15 10 11 -13 13 14 -16 22 17 18 19 20 28 29 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00082404400794693273 0.0056552220457272775 -0.0016233657825181316 0.0033812130196823938 0.000512659281794818 -0.035545343329169941 -0.10044786662527994 -0.0064592845550023696 -0.10039153591764703 -0.090820583508186684 0.097353698656712506 -0.10031580731249912 0.060777382687693227 0.089323711717200827 -0.10016312850224776 0.050485447372974293 -0.00011094215557547029 0.0020440225763681459 -0.10069220846317323 0.10034963661530266 0.069030310150660065 0.002025913493783056 -0.10004762163030903 0.072335480583062176 0.00083755271390918229 -0.10072631752869164 0.024969757432402095 -0.011213018747600573 0.00066237078656429353 -0.10015034326132542 0.053555111350302109
leaf_weight=0.88368510091698338 0.62205723909869337 0.50440424814587459 0.62498958689661677 18.429198965328165 0.011118752967745671 0.021668276046655333 1.126810409416964 0.0090720507290541763 0.049159088197823775 0.033594179919459538 0.016119209097041676 0.012607857607861206 0.0047988512342271869 0.0051809880321798119 0.0030830548887905707 17.979108324963843 0.51118363717805693 0.034315743534158116 0.015269054099917412 0.0085709141644085829 0.0058261595622752793 0.0013845257685803905 0.10389003790033013 2.6355633816719291 0.01622180447951127 0.023430796424690925 0.64159070114516115 0.51904645586910192 0.005225243202844787 0.0044459681215847091
leaf_count=725 68 9 95 1077 41 18 40 146 79 282 19 16 8 72 44 457 14 49 2 56 12 62 32 280 39 21 48 12 68 143
internal_value=-1.74945e-06 0.00239603 -6.35064e-05 -0.000113445 -0.00360071 -0.0784381 -3.77014e-05 -0.000464484 -0.000166101 0.0185405 0.0318258 -0.0187936 -0.0531715 0.00500323 -0.0439609 -0.000241005 -0.0083595 -0.00137505 -0.0266293 0.0462117 0.00408444 0.0854821 -7.82662e-06 0.00312095 0.0450461 -0.0264523 -0.000462128 -0.00590225 -0.0462843 0.0170802
internal_weight=44.8626 1.12646 43.7362 43.1112 0.916472 0.032787 42.1947 23.7655 22.6387 0.0902867 0.0812146 0.04179 0.0291821 0.0130629 0.00826404 22.5484 0.62955 0.580391 0.0692071 0.0348914 0.0196223 0.0394247 21.9189 2.77911 0.143543 0.0396526 19.1397 1.16064 0.0110514 0.00583049
internal_count=4034 77 3957 3862 784 59 3078 2001 1961 792 646 159 143 124 116 1169 280 201 187 138 136 487 889 372 92 60 517 60 80 205
is_linear=0
shrinkage=0.1


Tree=460
num_leaves=31
num_cat=0
split_feature=5 3 5 7 18 2 2 2 12 2 12 2 12 5 17 19 17 4 14 5 15 16 4 14 16 19 16 18 4 18
split_gain=0.00059838 0.00825422 0.00256104 0.0049895 0.00742446 0.00166988 0.00164912 0.00334966 0.00429824 0.00294953 0.00430954 0.00190456 0.00145974 0.00114671 0.00226437 0.00133504 0.013289 0.00103941 0.00153516 0.000870377 0.00198995 0.00409187 0.000752803 0.0153503 0.0121737 0.0111245 0.0224658 0.0118018 0.00609713 0.00378439
threshold=25.568932055400001 93.090551224900011 29.996566321350006 21.725272673150005 11.928667296000002 258.06114663960005 258.06114663960005 191.11793099695004 69.826413229550027 62.147615758400008 207.88043775810004 91.751571794600025 198.57093999515004 24.453399453300005 187.77231677760003 14.651182102100002 162.13109061465002 254.30081718620002 226.88570021265005 24.279163357700003 45.169600924000008 22.654947022900004 292.37128869975004 297.17785921625006 22.624947093000003 14.251149826300002 19.254954973500002 15.561419761650003 393.99831167250005 15.681876268450003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 6 4 5 -4 7 8 -3 -10 11 -11 17 15 -15 16 -1 18 -13 20 22 -22 -18 24 -24 26 27 -25 29 -29
right_child=1 2 3 -5 -6 -7 -8 -9 9 10 -12 12 -14 14 -16 -17 19 -19 -20 -21 21 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.10046504273680795 0.066913036665421033 -0.10018224237087191 0.085928104671796859 0.099893511986054978 -0.086866788634025555 -0.028755590971026319 0.00090062216205719385 -0.10034593007532376 0.10010478152018992 -0.10011000389784995 0.10009569147583056 0.016768906334237711 -0.10012801544332983 0.0014394533942911555 -0.0078283732024497649 0.004686118424965858 -4.449819514971428e-05 0.099179395196132808 -0.10005867759076691 0.0039588245057212579 -0.010264841816387722 0.0021532865766285673 -0.0043186983214766788 -0.10037558187009524 0.10022386843576024 -0.00081261276283581718 0.080878552095395198 0.098573877038352464 -0.10006412782813923 0.010837042577882683
leaf_weight=0.013170204666514418 0.019640602730748191 0.0041714370169074746 0.0062081672786433728 0.007606523028243827 0.005805231252155485 0.0015960574960445228 0.50750485303146831 0.0047736762421219927 0.0031619889196008435 0.0030740675868941034 0.0030907734967300362 0.0055795489615055871 0.0015019540919638539 0.51541307286151028 0.53965552616825518 0.60866044191561641 38.685619756583087 0.0010671059593505561 0.00140876090357267 0.54833313275685114 0.55447318666273193 0.5088605957935215 0.018483336318759203 0.01244996756397293 0.028031414898578078 2.1462147221591295 0.049039765698580595 0.0066004935880208384 0.003956884850780106 0.019266177067639445
leaf_count=243 23 10 77 11 44 30 31 34 1 21 3 214 7 68 61 52 2016 6 30 46 42 8 46 193 7 137 26 8 287 252
internal_value=-2.02585e-06 0.00319979 0.000951357 0.0350265 -0.00122865 0.0624739 -0.000399083 -0.024101 -0.00831441 0.0119788 -0.00574476 -0.0316428 -0.0096207 -4.37098e-05 -0.00330093 3.58352e-05 -3.06157e-05 0.00725464 -0.00678216 4.48174e-07 -5.119e-05 -0.00432212 5.96584e-05 0.0018238 0.0586823 0.000641795 0.034826 -0.0185977 0.0155408 0.0332252
internal_weight=44.8344 0.576191 0.55655 0.021216 0.0136095 0.00780422 0.535334 0.0278293 0.0230556 0.0188842 0.0157222 0.0126314 0.00955737 44.2582 1.05507 43.2032 42.5945 0.00805542 0.00698831 42.5813 42.033 1.06333 40.9697 2.28404 0.0465148 2.23753 0.0913133 0.0422735 0.0298236 0.0258667
internal_count=4034 542 519 162 151 107 357 326 292 282 281 278 257 3492 129 3363 3311 250 244 3068 3022 50 2972 956 53 903 766 740 547 260
is_linear=0
shrinkage=0.1


Tree=461
num_leaves=31
num_cat=0
split_feature=19 9 9 2 2 14 7 6 0 13 16 9 9 9 9 2 14 9 9 9 7 14 17 6 17 9 7 7 10 2
split_gain=0.000676474 0.00208576 0.0161719 0.0269082 0.030669 0.0112297 0.00336514 0.00177187 0.00323194 0.00427507 0.00168016 0.00295642 0.00153041 0.00437802 0.00487123 0.00291427 0.00357087 0.0034164 0.00223776 0.00298491 0.00306077 0.00290213 0.00205979 0.0210003 0.0153386 0.0616091 0.0144285 0.0373026 0.00195105 0.00327765
threshold=14.451165964200003 192.31210988165003 180.51130933560003 146.27443143485002 74.580378076100018 156.61564208075004 22.792619241600004 16.485385178400005 87.48511602295001 117.68725466035001 22.604947139800004 196.26893085885004 197.90890142995002 197.55459634620004 197.29115675710003 53.810443956900009 156.61564208075004 198.16621393750003 198.96357396150003 200.84017322135003 24.175586727800006 157.58516208295003 202.84545261905001 14.465337980300001 196.80409074510004 197.02865361825005 23.822419043000004 23.974509389900003 61.987779113750001 209.01099100540003
decision_type=2 2 2 2 2 2 2 2 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 -4 -3 8 9 -8 -9 -12 13 14 22 -14 -17 -18 -19 20 -20 -21 24 -24 28 26 -26 -28 29 -1
right_child=1 6 3 -5 -6 -7 7 10 -10 -11 11 -13 15 -15 -16 16 17 18 19 21 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0050649584558900406 -0.00078830841060255558 -0.0067553107960041416 0.031546312744280089 -0.020398325559764053 0.084965327544767683 -0.060987902217314142 0.012069831867822482 0.0014791878480288735 -0.0022624840543184247 -0.00020937966770794705 0.0015781199367181987 -0.008916704014519666 0.027879803063627924 -0.0070989727422818352 0.008651910556845728 0.052130821824493856 0.0081009819922445835 -0.0058980163118615573 0.0047188651574085307 -0.10021714588542847 -0.0004133368028303006 -0.00033180536823606372 -0.00027813175020642062 0.075658807195766398 -0.090552389623391211 0.10059626632914945 0.10021372434114068 -0.091845048211153413 -0.00010130776388807665 0.003672826485455364
leaf_weight=2.0179156482751677 1.0167962008126767 0.63434896352345038 0.030080395401455351 0.075297877576274708 0.10084901052323403 0.02325288430438377 0.64007727863850117 1.5625684612217585 0.63421198965806969 0.50900288514276326 0.5378944755834707 0.53579031522008336 0.038340527156836113 1.0784548061747035 0.56017698303912844 0.013278627527600118 0.54295591109894559 0.61043111155868501 2.6585245260175752 0.0029092600978540819 2.0644024055339969 18.067164670650683 0.515319614430929 0.03918769576218839 0.076462875444873735 0.027874717023223639 0.016429631039500237 0.026302627094875297 9.621838413952684 0.54531021480957953
leaf_count=430 18 77 12 34 30 37 68 50 67 16 14 43 11 27 15 12 10 37 41 7 62 1224 268 14 41 2 3 118 1148 98
internal_value=-1.36024e-06 0.000959274 0.00462333 0.0286016 0.0525317 -0.00879787 5.57277e-05 0.00103333 0.00346783 0.00663056 -0.00061348 -0.00365901 -0.000158464 -0.000968618 -0.000476955 0.000331898 0.000287815 0.000259067 7.71362e-05 0.00023716 0.00247557 -0.000347887 -0.000873783 0.00508842 -0.00114187 -0.0332434 -0.0645428 -0.0180026 -0.000754415 -0.00320605
internal_weight=44.8235 6.30017 1.24628 0.22948 0.154182 0.0533333 5.05389 4.41955 1.78329 1.14908 2.63625 1.07368 38.5233 14.5253 13.4468 23.998 23.9597 23.9464 23.4034 22.793 4.72293 18.0701 12.8866 0.554507 12.3321 0.14707 0.119195 0.0427323 12.1851 2.56323
internal_count=4034 466 131 113 79 49 335 258 151 84 107 57 3568 2164 2137 1404 1393 1381 1371 1334 103 1231 2122 282 1840 164 162 121 1676 528
is_linear=0
shrinkage=0.1


Tree=462
num_leaves=31
num_cat=0
split_feature=17 15 19 2 12 12 7 17 3 19 18 19 2 13 0 8 8 9 18 6 16 6 6 12 2 4 5 7 7 18
split_gain=0.00740499 0.00930891 0.000725089 0.00143529 0.000791411 0.0260892 0.0196207 0.00225572 0.0223457 0.0284513 0.00463339 0.00228101 0.00585684 0.00338781 0.00217029 0.00819043 0.0508247 0.010142 0.00439582 0.00388199 0.00232133 0.00389138 0.00856519 0.00214581 0.00169748 0.0193129 0.0213401 0.0235951 0.00649564 0.0127523
threshold=160.21442126885003 35.098844929350008 14.651182102100002 173.34516805710004 147.88310320375004 152.73554204000004 22.747724408400003 183.35201426355002 93.794927255050013 10.550851274900003 17.472853124450005 14.251149826300002 140.91298750955002 116.19247193985002 86.329079026800017 8.4434108459500017 8.7431769115000026 197.29115675710003 13.303774303900001 16.525386113000007 22.614947116400003 15.155354102400002 16.455384477450004 144.57070813310003 188.47750099235003 306.68497083700009 22.728547566650004 24.710307675200003 25.412871131150002 15.534338342150003
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 6 -6 8 9 10 -7 12 -9 -13 15 -15 17 -17 -16 20 -20 -22 -23 -2 -14 26 27 -26 -29 -30
right_child=2 -3 3 -5 5 7 -8 11 -10 -11 -12 13 24 14 18 16 -18 -19 19 -21 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.10037588453716662 0.00024504011737041013 0.10009219253318045 -0.0011003353566860696 0.0060397958701487991 0.010474115415781849 0.098183348421932451 -0.090219209873154863 0.010834599467832112 0.00046528506458165639 -0.097189554902165118 -0.052588551575647235 -0.007996783638633086 -0.00013052057562332607 -0.00040656921302933995 0.0063226507625512565 -0.045363728314700591 0.0015453876429976981 -0.10104733485183248 -0.0010213395011573574 -0.0060703689787652551 -0.0012299363639712586 0.014482814846502179 -0.00011265272226187117 0.0064221254687201086 -0.10088540527260043 -0.00017564749234449224 0.087533942171543519 0.08937733049163793 -0.1004502142438105 0.05532570445829578
leaf_weight=0.013819211508155571 19.323284132780117 0.0027828293386846772 0.55382064812806564 0.57261972167907516 0.029529229627430875 0.010486521945298422 0.056145060038751637 0.59411500177031751 0.5146152451343593 0.049735131684921274 0.0025300094441260699 0.62777339910826313 6.3146463598268152 3.1798584748281402 1.0711006752680976 0.0869569064103074 0.530540128527349 0.052431135899482229 5.1613446814262698 1.0830406921195379 1.5370242543285715 0.67113165510818351 1.0028956737369297 0.5792299062122187 0.016377278380657834 1.0649687519018791 0.05551308988457393 0.016570891987864655 0.0075018507579898133 0.017547799025940947
leaf_count=277 1379 1 41 36 22 51 47 55 170 130 57 63 418 118 16 34 47 39 102 15 23 56 5 72 19 647 16 14 16 48
internal_value=-4.54852e-07 -0.0667735 2.42992e-05 0.00252931 -4.03354e-05 -0.000430059 -0.0555134 -0.000230672 -0.00640449 -0.0627423 0.068878 -7.63046e-05 0.00127746 -0.000805988 -0.000491986 -0.00252369 -0.0125727 -0.0663092 0.000251052 -0.000436732 0.000292027 0.00240309 0.00573879 0.000424814 0.000519696 0.00400375 0.0432152 0.000795126 0.0408054 0.00867405
internal_weight=44.7999 0.016602 44.7833 1.12644 43.6569 23.7544 0.0856743 23.6687 0.577367 0.0627517 0.0130165 23.0913 8.08724 15.0041 14.3763 3.84979 0.669928 0.139388 10.5265 9.45544 8.3724 3.21105 1.67403 19.9025 7.49313 1.17848 0.113511 0.0579978 0.0416205 0.0250496
internal_count=4034 278 3756 77 3679 2228 69 2159 408 238 108 1751 1233 518 455 238 120 73 217 201 186 84 61 1451 1178 760 113 97 78 64
is_linear=0
shrinkage=0.1


Tree=463
num_leaves=31
num_cat=0
split_feature=16 0 18 15 19 9 17 19 2 16 13 13 7 5 10 10 0 3 3 3 3 6 18 15 7 6 10 15 8 9
split_gain=0.000615437 0.00229073 0.00116836 0.0282604 0.0157702 0.00841815 0.00446807 0.00339879 0.00162564 0.00172874 0.000983969 0.00134642 0.00090426 0.010369 0.0110766 0.00818332 0.00158927 0.0112203 0.013381 0.00105527 0.00293884 0.00552818 0.00253499 0.00603604 0.00324337 0.00206296 0.00218168 0.00188421 0.00211256 0.00927541
threshold=22.704946905950003 85.121961326250016 12.885811969150001 40.042228346200012 14.251149826300002 187.11236276785004 179.56144807225004 13.851117550450002 319.18044405035005 18.964955651700002 107.54907905045002 108.49810477050001 22.381996090050006 21.197160116700001 63.705703859100005 65.907551067950024 85.764502819450016 93.980430866100008 93.846007959550022 93.281431752200021 93.458869988800004 16.565387047600002 13.327513832500001 37.870720399650004 22.938075114600004 16.435384010100005 61.987779113750001 45.169600924000008 8.543332867800002 205.67007911670001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 8 9 10 -1 -12 13 -4 -15 -16 17 18 -14 22 21 -21 23 -18 -24 -22 -27 28 -26 -30
right_child=1 -3 12 -5 -6 -7 -8 -9 -10 -11 11 -13 16 14 15 -17 19 -19 -20 20 25 -23 24 -25 27 26 -28 -29 29 -31
leaf_value=-0.10002838232092748 -0.0012616987294536564 0.0064249144650004491 -0.00067883913146952416 -0.10083101230703978 0.054488152739697482 -0.10108256108542153 0.09992001789856958 -0.10022373065289579 -0.10001285570353578 0.061857106542887147 0.082224514263250226 -0.069684747058833429 0.091022930649765785 -0.10023374501110881 0.087420372245103573 -0.10036591652261649 -7.5795391364673493e-06 -0.00034009109413529309 0.007378138571293655 -0.011543610822896148 -0.0029620738831764031 0.0021312724208650646 -0.0076622857118645235 0.0087385349694999882 -0.00025447245501310559 -0.002314498951576453 0.0021094126928382761 -0.0056803784825453871 0.013460026809970688 0.0003655757788498997
leaf_weight=0.0012479496846901084 0.93485176268393277 0.66243847359146457 0.52476761715261122 0.026084613433340564 0.048625701260448295 0.012332132691028619 0.0039702423485223895 0.0038516734842062314 0.0011770491912557199 0.0052176624242576963 0.0012260109797175289 0.001113266112044542 0.031257953261952465 0.021573150350252868 0.0069957329286722825 0.0034724992060657378 2.6057368275651274 0.50652665356611193 0.049274126991559086 0.6843339579863803 2.0918664201526553 0.52044392496463843 0.55978295368501818 1.1318267069000283 23.645548934629947 1.6080016326304756 3.6340833867898255 0.56804413184272462 0.61989993456518178 4.2475626679314473
leaf_count=88 107 51 146 10 23 28 10 63 37 27 16 199 5 136 29 46 46 75 64 48 46 8 75 34 2282 33 65 44 26 167
internal_value=-1.42601e-06 0.00192614 -7.27529e-05 -0.0106162 0.0192615 -0.0375782 0.00640913 -0.0204285 0.0103617 0.0251167 -0.0283227 0.00993063 -4.70814e-05 -0.00405084 -0.0592767 0.0251283 5.36816e-06 0.00517236 0.0398443 -6.69966e-05 -0.00105902 -0.00563629 0.000186779 0.00264096 -0.000122682 -0.000307092 0.000752385 2.24486e-05 0.000136062 0.00203323
internal_weight=44.7631 1.59729 43.1658 0.104846 0.0787617 0.030136 0.0178039 0.0138336 0.00998194 0.00880489 0.00358723 0.00233928 43.061 0.556809 0.0320414 0.0104682 42.5042 0.587059 0.0805321 41.9171 8.53873 1.20478 33.3784 3.73756 29.6408 7.33395 5.24209 29.0811 28.513 4.86746
internal_count=4034 158 3876 501 491 468 440 430 367 330 303 215 3375 357 211 75 3018 144 69 2874 200 56 2674 80 2594 144 98 2519 2475 193
is_linear=0
shrinkage=0.1


Tree=464
num_leaves=31
num_cat=0
split_feature=19 2 18 7 4 15 16 8 10 7 7 7 17 15 17 4 7 7 18 17 7 19 4 19 10 14 3 8 13 6
split_gain=0.000744168 0.00133002 0.000790047 0.00752736 0.0230169 0.020046 0.0271711 0.0163563 0.00754811 0.00663702 0.00423786 0.00207422 0.00248779 0.00139871 0.00202221 0.0276365 0.0217615 0.0170766 0.00732531 0.00283866 0.00669636 0.00356582 0.00271156 0.00246246 0.00197953 0.00132394 0.00109633 0.00172678 0.000939368 0.00113343
threshold=14.651182102100002 173.34516805710004 13.043896815850003 22.747724408400003 179.18761409460004 40.309074029200012 20.704951582800003 8.543332867800002 62.030794443850006 22.589037079550003 22.356277907050004 20.873561687950005 171.92791459955001 43.030193406950012 184.16216363550004 168.01744813895002 22.061824394000002 21.147833206800005 12.658193188950003 177.64087306825002 20.627182001100003 14.351157895250003 195.50296729855003 13.851117550450002 55.513971935650012 374.58832619585007 93.620177476600006 8.2435668022500028 116.35915634395 15.760368238450001
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 8 -4 13 11 12 -6 14 15 16 17 19 22 20 21 23 -17 -1 -24 28 -16 -28 29 -26
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 -12 -13 -14 -15 26 18 -18 -19 -20 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31
leaf_value=0.055124981415622713 -0.00095550958608341466 0.005918913267707996 0.014283588277328778 -0.00011995667413855607 -0.10002266646980368 0.0094181075236790448 -0.095466999136785802 -0.040047187375345281 0.092879600633750725 0.010757650163664485 0.088787994616600918 -0.10005999108020665 0.079150860766191378 0.0033000466502950115 0.00089679088771222866 -0.10008868467438503 0.089862336244412075 -0.087968245189825059 -0.1009170589008178 0.10004609716135598 -0.10013911413992083 0.10005502796456134 -0.10001602991428844 -0.10010055469886719 0.071443088775058158 -0.049252996105287661 -9.1938789097863291e-05 -0.006848309513664854 0.099920342290148248 -0.04663291326279545
leaf_weight=0.0021861922431746228 0.55399028790384253 0.57206207807030296 0.02151477545882971 38.119515551629625 0.0011059118115650515 0.047773058743961094 0.075394513318315148 0.025124751075459528 0.028280750018520595 0.62479329384740356 0.0099309671009564227 0.0020417074280946468 0.0025893573106940959 0.90969903693039444 2.0170336265000519 0.0024619572003077303 0.029590092686703429 0.020246577147190692 0.032351016509863939 0.0058883010642603031 0.0036228577240251534 0.0069660317967645824 0.0012128678338818588 0.0019191141295777925 0.0019271844158090801 0.0014268592587960427 1.0209153137093787 0.60094078932888795 0.0028373942096777682 0.0014061303290677785
leaf_count=60 41 36 13 2818 49 38 18 17 43 47 41 124 83 32 13 91 11 16 137 5 13 6 111 11 9 36 21 34 11 49
internal_value=-1.31196e-06 0.00253686 -6.68341e-05 -0.000224891 -0.0189381 -0.0430435 -0.0705658 0.0257319 0.0589212 0.00107906 0.0492592 -0.0191668 0.0255282 -0.000217868 -0.0010706 -0.0141829 0.0245627 -0.0227619 -0.0767281 0.0413802 0.0178714 0.0564878 -0.0073074 -0.0174385 0.0186191 0.0375579 -0.000659661 -0.00259535 0.0576312 0.0216337
internal_weight=44.7467 1.12605 43.6207 38.3333 0.213756 0.138836 0.0910625 0.0749203 0.0497955 5.28742 0.0156679 0.00573698 0.00369527 4.66263 3.75293 0.114043 0.0704192 0.0408291 0.0436234 0.0205825 0.0146942 0.0110713 0.0112724 0.00410531 0.00881044 0.00759757 3.63889 1.62186 0.00617071 0.00333331
internal_count=4034 77 3957 3244 426 353 315 73 56 713 297 256 132 666 634 566 122 111 444 95 90 77 307 71 216 105 68 55 69 58
is_linear=0
shrinkage=0.1


Tree=465
num_leaves=31
num_cat=0
split_feature=12 4 19 17 9 9 4 7 17 12 0 12 7 9 19 4 19 9 16 18 16 13 9 5 4 9 6 7 5 5
split_gain=0.000638847 0.00338924 0.003953 0.00231574 0.0186893 0.00708232 0.00340877 0.00256997 0.0103112 0.0398783 0.00660067 0.00226285 0.00197081 0.00295626 0.00368079 0.0398508 0.00541156 0.0232439 0.00443329 0.00277725 0.041139 0.0133733 0.00248479 0.00345721 0.0061667 0.00240283 0.00224443 0.00191089 0.0108387 0.0474337
threshold=149.09269374785001 221.59709273005004 14.551174033150001 183.35201426355002 198.96357396150003 70.31345721160001 227.97173202615002 23.109894804950002 190.38166638035003 215.72812435340003 86.692020874450009 144.57070813310003 23.150522195450005 195.10791980860003 14.451165964200003 274.66550124645005 14.551174033150001 202.37225149245003 22.634947069650003 13.512826932300003 22.614947116400003 105.33378955095002 200.84017322135003 21.991679690250006 292.37128869975004 214.31567825310003 6.9501623894500009 25.350214218950004 21.876867948900003 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=11 2 -2 4 5 -3 -5 8 -8 10 -10 -1 -9 19 22 -16 17 -17 -19 -14 21 26 23 -15 -25 27 -21 28 29 -24
right_child=1 3 -4 6 -6 -7 7 12 9 -11 -12 -13 13 14 15 16 -18 18 -20 20 -22 -23 25 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00022916299306424256 -0.011156460989297731 0.011929803640133164 0.00081743274043870838 0.0074354922322954035 -0.0017834900452120943 -0.10073544320840933 -0.00010244686436885512 0.0060622234107324986 -0.082090922601670627 -0.0020194453927126045 -0.034169560330247449 0.0065185855189754012 -0.0011926697290718822 0.00068370443163744382 0.068024463175132041 0.01904770933075009 0.0027324310422477847 -0.10059804142796412 -0.036150959432373155 -0.10001929405774464 0.00037745643825273811 -0.10105300017147278 -0.055383405555806842 0.014025625650896762 -0.0006418466489856602 0.0023870055936823561 0.058941149721755251 0.00074728993896232612 -0.00064636405486413794 0.0021885624845754928
leaf_weight=19.837081335661825 0.60937157533313768 0.007004781039208873 0.5035401992554398 0.61114212821667635 0.53177248429437896 0.027421556282640425 3.1161412568957729 0.58582387927600876 0.079683576275126344 0.5369615439325055 0.044960747745108165 0.58903593015967715 2.0189873180788718 3.5552312814194211 0.095141271270166139 0.059546743786995648 0.56572397949071274 0.028002056447093082 0.017248621790258767 0.0010212142425799486 0.51687522112479201 0.056901567572992917 0.19932699599030268 0.5979568140669469 0.55057323143091708 2.1216084069089476 0.0068211247512330875 2.6200327704226538 4.1257635211050001 0.50739847868680954
leaf_count=1588 48 272 5 29 64 153 152 20 39 51 27 91 19 61 36 25 42 40 28 430 11 34 76 16 28 293 58 221 75 2
internal_value=-1.67776e-06 -0.000348203 -0.00573884 -8.94464e-05 -0.00640617 -0.0778113 6.86748e-05 -0.000135898 -0.00250975 -0.0138481 -0.0648051 0.000410534 0.000356028 0.000166571 0.000704757 0.0074595 -0.00113416 -0.022007 -0.0760321 -0.00294664 -0.00903525 -0.0841804 0.000342529 0.00222462 0.00699445 -0.000582138 0.0382416 -0.0014274 -0.00260646 -0.0140492
internal_weight=44.7241 24.298 1.11291 23.1851 0.566199 0.0344263 22.6189 22.0077 3.77775 0.661606 0.124644 20.4261 18.23 17.6442 15.0436 0.765663 0.670521 0.104797 0.0452507 2.60061 0.581619 0.0647439 14.2779 4.70376 1.14853 9.57413 0.00784234 7.45252 4.83249 0.706725
internal_count=4034 2355 53 2302 489 425 1813 1784 269 117 66 1679 1515 1495 943 171 135 93 68 552 533 522 772 105 44 667 488 374 153 78
is_linear=0
shrinkage=0.1


Tree=466
num_leaves=31
num_cat=0
split_feature=2 7 17 18 7 7 17 16 18 3 16 0 7 8 15 2 2 7 7 8 9 9 2 5 17 9 6 17 18 16
split_gain=0.000638691 0.00260439 0.00176608 0.00083804 0.00642965 0.00552608 0.0214678 0.0163808 0.012477 0.0221177 0.0171506 0.0192709 0.0104307 0.00493195 0.00277335 0.00166035 0.0251226 0.0055481 0.0177111 0.0129663 0.00448871 0.00344465 0.0034049 0.00134336 0.00111286 0.00109179 0.000971526 0.000963673 0.000858507 0.00222875
threshold=60.327272492300004 23.699538637550003 184.67080164680002 13.043896815850003 22.589037079550003 22.747724408400003 188.19076296340003 20.704951582800003 13.303774303900001 93.281431752200021 22.624947093000003 85.877418060900013 22.620600126450004 8.6432548896500023 27.201366220250005 111.23922738415001 125.56293566760002 22.516377366000004 22.181995028450004 8.3434888241000014 70.31345721160001 182.80199813410005 118.06771887965002 20.374719724350005 171.92791459955001 64.765169068750012 16.565387047600002 172.76727070675003 13.204532713600001 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 15 6 7 14 9 -8 -11 -12 13 -10 24 23 21 18 19 20 25 22 -17 -2 -5 -18 -25 -26 29 -7
right_child=3 -3 -4 5 -6 28 8 -9 12 10 11 -13 -14 -15 -16 16 17 -19 -20 -21 -22 -23 -24 26 27 -27 -28 -29 -30 -31
leaf_value=0.0046830877378686644 0.0021070716988046052 -0.0076309139914559222 -0.0032832879870685555 -0.10001904025988229 0.010884614421993392 -0.0051916956199242244 0.083400037011358327 -0.096155906261819704 0.082966072226220253 -0.06885253610813101 -0.029830294250189512 0.10027029896927755 -0.091815265474734134 -0.029891572114907561 0.09096603730963175 -0.0039403468121618629 -0.050715364852912503 0.0022558847874567197 -0.10067867298308715 0.070779668197456791 -0.10029269913332302 0.095218886488257118 0.094415748204797728 -0.0056680120667803617 0.09231122721375129 0.03627597581087489 -0.0010652312082458761 -0.026239187832836297 0.00015864410168770846 0.00018159265360516918
leaf_weight=0.57548985382255213 1.0301641656769858 0.53999495778606377 0.53885498164163437 0.0011482756648666659 0.61268032355349067 1.1101663692087975 0.036699909993330948 0.044530914559345547 0.0063289111698968383 0.030722611833186253 0.025807773082505037 0.020372834376757964 0.021813678536375392 0.0099753975810017437 0.005755697925913239 0.0086210473382095643 0.0021150813163898783 0.51108771097393202 0.022052054467266657 0.018537029312028608 0.008773119989197331 0.030835616017725442 0.0059480556613422672 0.60637857201641798 0.0010618479994963792 0.0045386047446136502 1.8814094922642741 0.0019355665157274604 34.433769488320834 2.5337209300203654
leaf_count=53 14 47 28 81 46 37 23 17 49 19 28 20 12 8 9 23 35 8 14 16 173 10 32 104 13 57 153 148 2721 36
internal_value=-3.01529e-06 -0.00193116 0.00083085 7.112e-05 0.00132494 -8.42216e-05 -0.0164125 -0.0702883 0.00291625 0.0195275 -0.0109539 0.0275643 -0.0465902 0.0139168 0.0460497 -9.30624e-05 0.0047119 -0.00101864 -0.0308954 0.0144136 -0.0533166 0.0762862 0.036215 -0.000929651 -0.0163101 0.00862307 -0.00218712 0.0157578 4.18024e-06 -0.00145546
internal_weight=44.6813 1.65434 1.11434 43.027 4.74314 38.2838 0.206153 0.0544323 0.151721 0.113603 0.0769032 0.0461806 0.038118 0.0163043 0.00990139 4.13046 0.612508 0.567104 0.0560159 0.0339638 0.0154268 0.0454047 0.0145691 3.51795 0.00414569 0.00665369 2.48779 0.00299741 38.0777 3.64389
internal_count=4034 128 81 3906 685 3221 427 268 159 90 67 48 69 57 251 639 368 303 295 281 265 65 55 271 242 92 257 161 2794 73
is_linear=0
shrinkage=0.1


Tree=467
num_leaves=31
num_cat=0
split_feature=7 17 17 7 9 3 13 18 0 9 7 5 0 7 18 6 0 9 6 18 6 16 17 9 4 9 4 7 7 5
split_gain=0.000687648 0.00280132 0.0370243 0.00979304 0.00613212 0.0233388 0.006075 0.00308331 0.0384019 0.00451449 0.00213985 0.00650823 0.00853697 0.00252037 0.00201896 0.00158222 0.00140555 0.0289593 0.00133878 0.00379179 0.00335054 0.001329 0.00307321 0.00115431 0.00367087 0.00322951 0.00180201 0.00427733 0.0471329 0.00943026
threshold=22.814487719050003 188.19076296340003 189.50863627480001 22.589037079550003 188.63457064660003 93.281431752200021 117.58509325145 13.043896815850003 86.692020874450009 194.45262321395003 23.109894804950002 21.955793948900006 85.925810307250018 23.150522195450005 12.993189857450002 16.525386113000007 86.135510041400025 184.85936449530001 16.565387047600002 13.632440008000001 16.525386113000007 22.654947022900004 193.10154186985002 196.26893085885004 164.18548070700004 197.55459634620004 222.75625367455004 24.363141638800005 23.9417051038 19.327153142150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -4 -6 -3 9 -9 14 11 -2 15 -12 16 -13 17 -1 20 -20 21 23 -23 24 -15 -25 27 28 29 -26
right_child=10 2 4 -5 5 -7 -8 8 -10 -11 13 12 -14 18 -16 -17 -18 -19 19 -21 -22 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.00058850837420568658 0.0057252680170918197 -0.014624151846205 0.0025979430798582078 0.09712289547685346 0.030409263370325731 -0.070992039920886388 0.068866089566636285 -0.096813421225390786 0.00073549410048509773 0.0086549674120609942 0.006520037462334741 -0.0059544703848686802 -0.015461165218815737 -0.0089876578486645462 0.0053671076070855896 0.00077090967594812285 0.0011593862773235917 -0.066808836745258629 -0.0027217103199357628 0.0089986550295344924 -0.0046491301868179695 -0.00053057390315011731 0.0084725972392759863 0.007348030404855552 0.039233445973934244 4.2545666203068826e-05 -0.0017812063282693906 -0.001059076610808224 -0.0033051369417275607 0.10000568257389258
leaf_weight=1.9073306311226583 0.68193614407530878 0.017017832454293558 0.56509490551133579 0.050166945924900119 0.041327330744422852 0.050354190451137093 0.017863264369225362 0.043725427121618532 0.52369311177205147 0.6653648569362075 0.59252541338734843 0.53189768950799932 0.61375642481834791 0.56150808235004301 0.55579280498164951 1.0218476480367824 1.5255596612229387 0.068408291986408076 0.5312834197985683 0.57454308140063404 1.5904887089411364 1.0110306050883071 0.60663116231444281 0.6211691297439782 0.049084149853542036 23.414893993708972 4.1024673119668806 1.5408393849573228 0.52878903704549884 0.053217576176393777
leaf_count=492 60 35 104 18 24 36 8 117 161 105 30 39 39 34 34 18 26 34 28 46 32 11 59 32 30 1379 780 132 23 68
internal_value=-2.688e-06 0.000990328 0.00674517 0.0688277 -0.00129409 -0.0252833 0.0281328 0.000183299 -0.00678165 0.00102016 -0.000157746 -0.00279513 -0.0054758 5.22977e-05 -0.000231951 -0.00153141 -0.00112074 -0.00288133 -5.6618e-05 0.00336772 -0.00016773 5.16508e-05 0.00284566 -9.47526e-05 -0.00124135 0.000231343 -0.000548121 0.001781 0.0087152 0.0708473
internal_weight=44.6596 6.0317 0.741824 0.085048 0.656776 0.0916815 0.0348811 5.28987 0.567419 4.72246 38.6279 2.84944 2.1675 35.7785 4.05709 1.55375 3.5013 1.97574 35.1859 1.10583 34.0801 32.4896 1.61766 30.872 6.83591 24.0361 6.2744 2.17193 0.631091 0.102302
internal_count=4034 1194 225 61 164 60 43 969 278 691 2840 156 96 2684 586 57 552 526 2654 74 2580 2548 70 2478 1067 1411 1033 253 121 98
is_linear=0
shrinkage=0.1


Tree=468
num_leaves=31
num_cat=0
split_feature=7 17 17 7 13 9 3 18 0 9 7 5 0 7 18 6 9 6 18 6 7 5 14 17 4 15 19 18 5 14
split_gain=0.00055617 0.00232239 0.0324407 0.00967464 0.00521236 0.00514871 0.0198796 0.00253577 0.0345611 0.00368709 0.00173066 0.00526588 0.00684685 0.00205047 0.00164229 0.00127627 0.00115071 0.0010871 0.00309232 0.00270681 0.00109117 0.00136324 0.00684145 0.00325335 0.0244089 0.00454396 0.0146363 0.00799984 0.00294784 0.00153975
threshold=22.814487719050003 188.19076296340003 189.50863627480001 22.589037079550003 117.58509325145 188.63457064660003 93.281431752200021 13.043896815850003 86.692020874450009 194.45262321395003 23.109894804950002 21.955793948900006 85.925810307250018 23.150522195450005 12.993189857450002 16.525386113000007 186.16747084260001 16.565387047600002 13.632440008000001 16.525386113000007 23.203497038450006 21.955793948900006 263.24299098985006 194.56273294745003 306.68497083700009 46.683480308100009 14.351157895250003 14.080666281050002 21.633008747850003 285.93967426180006
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -7 9 -9 14 11 -2 15 -12 16 -13 -1 19 -19 20 -15 28 -23 -24 -25 26 -26 -28 29 -22
right_child=10 2 5 -5 -6 6 -8 8 -10 -11 13 12 -14 17 -16 -17 -18 18 -20 -21 21 22 23 24 25 -27 27 -29 -30 -31
leaf_value=0.00018318506885372902 0.0051698490997323498 -0.013189616097417652 0.0023421266391153066 0.096447452153112539 0.065070860808827916 0.027631498073199891 -0.06721842543238056 -0.095834414664914713 0.00066227511031535682 0.0078434752069674943 0.0058943817688087534 -0.0053398413601032663 -0.013821753890492117 -0.0032083394609546674 0.0048483178195446062 0.00069418962803957857 -0.0037639992736940835 -0.0024453272679805216 0.0081495681178773653 -0.0041722340543683444 -0.00012025258617458354 0.011619885969887354 0.0014116088624533494 -0.060208087719066827 -0.027843617429547482 -0.0030886000858080537 0.093086219995828473 0.017162559451305875 -0.0074506146461133993 0.0047711891666740239
leaf_weight=2.4384274841100608 0.67979799978610822 0.016983782966422223 0.56418572711355686 0.045695334734361381 0.017057954719348345 0.040954585682470679 0.047989916865047277 0.039948761634844288 0.52344807993799103 0.66102363941320152 0.59001554991382121 0.53370746015156312 0.61768023161312147 0.99777264169279334 0.55384664320816757 1.0213333391943704 1.059466962602041 0.53215086880584184 0.57115073803720406 1.5948171585203841 24.894018925389947 0.60477202127276353 4.0873915152115652 0.074172184002122443 0.03699529869707896 0.53414117186105159 0.026493908109387121 0.029144391854060814 0.54138031884451621 0.66062111454964423
leaf_count=516 60 35 104 18 8 24 36 117 161 105 30 39 39 29 34 18 36 28 46 32 1380 19 48 32 29 48 17 39 23 884
internal_value=-1.74208e-06 0.00089322 0.00616809 0.0663827 0.0260259 -0.00118319 -0.0235447 0.000160533 -0.00618001 0.000918526 -0.000140965 -0.00251142 -0.00491473 4.80429e-05 -0.000211249 -0.00137676 -0.00101237 -4.9994e-05 0.00303938 -0.000150004 4.74518e-05 0.000150616 0.00159796 0.000332184 -0.0059622 0.000457228 0.0209031 0.053316 -0.000148499 6.19763e-06
internal_weight=44.6366 6.00903 0.732867 0.0797371 0.0340417 0.65313 0.0889445 5.27616 0.563397 4.71276 38.6276 2.85252 2.17272 35.775 4.05174 1.55504 3.49789 35.185 1.1033 34.0817 32.4869 31.4891 5.39311 4.78834 0.700947 0.626775 0.0926336 0.0556383 26.096 25.5546
internal_count=4034 1194 225 61 43 164 60 969 278 691 2840 156 96 2684 586 57 552 2654 74 2580 2548 2519 232 213 165 133 85 56 2287 2264
is_linear=0
shrinkage=0.1


Tree=469
num_leaves=31
num_cat=0
split_feature=19 17 15 5 2 13 18 6 9 12 9 18 0 6 18 16 5 9 6 15 6 15 8 15 3 5 10 7 18 8
split_gain=0.000581484 0.00707614 0.00759813 0.00132496 0.000998456 0.0043042 0.0203198 0.0120457 0.0149381 0.0207262 0.0174218 0.0108347 0.00600868 0.0110356 0.007891 0.00445506 0.00383961 0.00346427 0.00313123 0.00298031 0.00654377 0.00273627 0.0023118 0.00190616 0.00878554 0.00299634 0.00620889 0.0600187 0.028825 0.0208368
threshold=14.651182102100002 160.21442126885003 35.098844929350008 22.53967987815 173.34516805710004 115.51498049095001 15.504699510200002 14.555340083200003 204.89606367675003 226.61310041345004 214.31567825310003 15.561419761650003 96.851704149400021 13.65531905435 17.323446153950005 17.684958644900004 12.451585980350002 194.43273554075003 12.165284239900002 34.884393272300009 16.375382608200002 32.393814985100008 7.2443465838000014 38.992510055900006 93.181958801350021 20.911722254300006 62.132955852800002 24.024273989350004 13.276755824150003 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 -2 23 6 7 17 9 -9 19 -8 -13 14 16 18 -14 21 22 -10 -21 -6 -16 25 -25 -3 -27 28 29 -28
right_child=3 4 -4 -5 5 -7 11 8 10 -11 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.10034077769909273 0.0057246568296829559 0.00045133457442925488 0.10007396413459511 -0.0011625988629336303 -0.10005469619433212 -0.0005994009214689576 0.095594893065462996 -0.089193270470934324 0.10005494839345358 0.06150432264634146 -0.088664421859805304 -0.10008864119686967 0.083224479975672214 0.077002883620651677 0.037730909880079364 0.10004094898916489 -0.10010092836066703 -0.095223744863878357 0.038146154194509715 -0.072673478753230741 0.10000389325329594 0.09925226704126433 -0.10002621261246424 0.012888659114567004 0.00045939138079568179 -0.0004565557554331669 -0.092196717651443993 0.00084722197045973547 -0.087308520516945848 0.045822004469412536
leaf_weight=0.012362776527892971 0.553860557367442 21.464952690389556 0.0022334249224513778 0.5635276450946094 0.0011522818413685345 10.604939979173091 0.017386788851401214 0.038654423938954352 0.016192609786230605 0.011947441643681916 0.0088535770146052073 0.0049619304454555637 0.0012697342207640414 0.018200352986241342 0.0016842563375277231 0.0051446199177007648 0.011397793210273788 0.035497990000635582 0.0064342379337176681 0.0037499897489965406 0.0052911486823177256 0.0017126633492807741 0.0044025448295172964 0.64743392269792721 4.6759559224788063 4.7000426196965668 0.016034610402513638 1.0181339902919715 0.12783670403150182 0.034416763836190967
leaf_count=277 29 1413 1 48 159 489 12 58 6 36 18 43 129 19 236 15 71 66 13 49 2 2 121 28 141 423 38 8 42 42
internal_value=-1.23397e-06 -5.90957e-05 -0.0696745 0.00225124 -3.57278e-05 -0.00086938 -0.0156327 -0.0401999 -0.0191421 -0.0536126 0.0320284 0.0270162 0.00472718 0.0154433 -0.0214934 0.0216971 -0.0817252 -0.0866867 -0.0104927 0.0743751 0.0283826 0.0190909 -0.0619079 0.000239706 0.00197105 -9.71403e-05 -0.00209376 -0.00852537 -0.0620486 0.00195647
internal_weight=44.6157 43.4983 0.0145962 1.11739 43.4837 10.7989 0.193934 0.123052 0.0846892 0.0506019 0.0340873 0.0708823 0.0534955 0.0485335 0.0303332 0.0176657 0.0126675 0.0383629 0.012521 0.0252337 0.00904114 0.00286495 0.0060868 32.6848 5.32339 27.3614 5.89646 1.19642 0.178288 0.0504514
internal_count=4034 3957 278 77 3679 1544 1055 396 169 94 75 659 647 604 585 385 200 227 370 57 51 161 357 2135 169 1966 553 130 122 80
is_linear=0
shrinkage=0.1


Tree=470
num_leaves=31
num_cat=0
split_feature=7 2 7 2 7 18 15 13 0 17 14 10 15 15 6 6 18 6 5 18 16 6 7 6 0 18 17 7 6 17
split_gain=0.00052477 0.00533578 0.0244541 0.0172397 0.0107999 0.0142209 0.00826701 0.0102532 0.010875 0.005341 0.00564627 0.00613312 0.00885322 0.00643717 0.00529643 0.00476705 0.00471233 0.00454718 0.00567248 0.0034329 0.00277496 0.00187219 0.00195953 0.00181744 0.00438084 0.026986 0.0208496 0.00174041 0.00352071 0.00293783
threshold=24.384659815400003 176.09844955530005 24.573979631000004 184.38272419390003 24.909276771700004 14.118140587000001 45.169600924000008 116.19247193985002 90.407470010750018 192.20712075930001 300.28003674255007 65.536543845950021 35.83914456115 35.215351613950006 13.78532209185 13.65531905435 14.199468390000002 13.65531905435 13.955288807050001 17.399600107550004 9.719977270450002 8.5652001245500013 28.8637720374 14.365335643750003 94.047642319350018 15.042884401850001 189.19102531915004 24.268610899850003 14.955349429350003 200.93854407600003
decision_type=2 2 2 2 2 2 2 2 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 23 -3 -4 16 -6 7 8 -7 20 17 -12 13 14 15 19 -5 18 -11 -13 -10 -21 -23 -2 -25 26 -26 29 -29 -1
right_child=1 2 3 4 5 6 -8 -9 9 10 11 12 -14 -15 -16 -17 -18 -19 -20 21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00023774917661785813 0.00017369396870178596 -0.097836884013856956 -0.10029749376756728 0.099329166048658935 -0.10100161811505048 -0.10043986516128244 -0.10029144388245888 0.085496758212555132 0.073530614282262652 0.061430183435564646 0.10001729779795353 -0.10006830930395852 -0.10028327494787087 0.091618330984331697 -0.10013517116310966 0.10005473968723833 0.01641390374023698 0.083280232219500913 -0.10008182512047366 -0.10001535821205319 -0.10008924194979336 -0.013912995262918657 0.096687958806978586 0.00042425966015384784 0.021104195055856669 -0.0024209460485918374 -0.10052520582883416 -0.0017513606546161109 0.0094915382812020398 -0.0060484558482743426
leaf_weight=29.325216919802024 11.464632605056481 0.031350467230563644 0.01605104791301537 0.016358659258685293 0.013475050625856966 0.0094631265383213758 0.0066603531186046885 0.017080656107282266 0.0010990825007761986 0.0054911898562401973 0.0052226994594093403 0.0037190443533989814 0.0093163988950877297 0.0074886920374410684 0.0055538693793550911 0.0045286116655915967 0.011797598663151443 0.019254952338087605 0.0036002043270855211 0.0011546204918199132 0.0056679084483295394 0.0033941097608476412 0.0030336716477563641 1.1049233185622149 0.019284231890196568 0.53335449586302275 0.052359704243826855 0.53517124855663911 0.58082052439749532 0.76278545551803745
leaf_count=1903 768 52 62 20 5 4 5 20 102 36 15 127 63 5 18 3 38 22 16 199 59 39 23 59 13 52 90 28 41 147
internal_value=-2.41405e-06 -0.000526462 -0.0167063 -0.00169266 0.00862754 -0.00395684 0.0077472 0.0145958 0.000832206 0.0130366 0.0210454 -0.00162138 -0.0155214 0.0118289 -0.0161135 0.013365 0.0645873 0.0557591 -0.00252879 -0.0213726 -0.0718902 0.0172264 0.0382865 -0.000279903 -0.00332117 -0.0101615 -0.0677865 0.000222214 0.00410003 7.83825e-05
internal_weight=44.5793 13.3753 0.200762 0.169412 0.15336 0.125204 0.111729 0.105069 0.0879882 0.0785251 0.0717581 0.0434117 0.038189 0.0288726 0.0213839 0.0158301 0.0281563 0.0283463 0.00909139 0.0113014 0.00676699 0.0075824 0.00642778 13.1746 1.70992 0.604998 0.0716439 31.204 1.11599 30.088
internal_count=4034 1915 933 881 819 761 756 751 731 727 566 492 477 414 409 391 58 74 52 388 161 261 62 982 214 155 103 2119 69 2050
is_linear=0
shrinkage=0.1


Tree=471
num_leaves=31
num_cat=0
split_feature=10 16 8 13 15 13 16 5 8 8 8 15 5 15 6 6 4 6 8 6 15 6 6 18 5 2 3 15 5 15
split_gain=0.000635133 0.00234884 0.0288621 0.00380104 0.00181823 0.00179349 0.00435072 0.0112381 0.0403043 0.00886724 0.0186659 0.00192893 0.0035204 0.00168324 0.0032488 0.00159 0.00137769 0.0170846 0.0112953 0.0199972 0.00778501 0.00556492 0.00858399 0.00951597 0.00307444 0.00171251 0.00363716 0.00230685 0.00313327 0.00565426
threshold=61.987779113750001 22.584947186600004 8.3434888241000014 117.62810858150002 45.169600924000008 117.55283175385001 22.604947139800004 24.041678002600005 8.6432548896500023 8.4434108459500017 8.2435668022500028 42.246988155050012 24.218679034200004 41.800301886400014 16.705390318750002 16.435384010100005 286.25887787650009 16.455384477450004 8.4434108459500017 14.935348962050002 35.83914456115 14.595341017800001 13.565316951450002 17.399600107550004 11.270433591700002 176.09844955530005 91.867302775550016 38.992510055900006 20.911722254300006 37.050691080100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 13 11 15 8 9 10 -8 16 -13 -5 -15 -7 25 18 19 20 21 22 23 -18 -25 27 -27 28 -2 -30
right_child=5 3 -4 4 -6 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0010838406875955066 0.00031747571388766042 -0.008935103210584331 0.083923845483001289 -0.0010467723636601999 -0.0061055990516560152 -0.003493173696813145 0.08071840205481795 -0.00084742547055992139 0.0014920739139715959 0.075882494364970132 -0.0086005054964379581 -0.0091303323627766574 0.0018892028084763494 0.0084509893293756144 -0.001091626053037006 0.0011797537681118237 -0.10007593422645067 -0.10029811588158527 0.0013929249848234862 0.083981820895883269 -0.10029403686766805 -0.1002201578717473 0.0711640726620308 -0.10001751884191548 0.054504763161683401 -0.00059249349246603912 -0.0097888349898608978 0.0029900974124722757 -0.011439249648525817 -0.00096164921608939558
leaf_weight=0.52553832470478568 20.905706792167642 0.59800855601785929 0.043225452827755362 4.7308836018916054 0.55416104843500935 1.0103156451368724 0.043673617823514976 1.0233675599204772 0.54603627473989036 0.097698659301386215 0.050394878257066011 0.6355761647703837 0.53306271191863486 0.60488850376350434 0.86977127038039725 2.6071633682754509 0.0089532083266354312 0.015203145658920447 0.55906872469000746 0.0484680695340165 0.0074229601101620793 0.0041188209262976718 0.01872051380070161 0.0014644360038036939 0.010663506706160231 2.0565288216961721 0.54377847344110097 2.6211376582614312 0.64008119600811797 2.6368247750506271
leaf_count=460 1483 33 9 148 51 21 17 54 15 16 25 78 62 36 23 44 365 38 51 42 68 13 31 335 80 85 25 48 231 47
internal_value=-3.17521e-06 -0.000814791 0.00537665 -0.0012934 -0.000617365 0.000172475 0.00185912 0.00593523 0.0153431 0.0547824 0.032868 -0.000117855 -0.00410388 -0.00012726 0.00282265 -0.000125335 3.70155e-05 0.00450691 0.0069252 0.0379129 -0.00557613 0.0104321 0.0218828 -0.0218801 0.0358464 -6.54561e-05 -0.00251564 0.000172243 -0.000133182 -0.00300825
internal_weight=44.5519 7.92648 0.568764 7.35771 6.7597 36.6254 5.37865 1.76117 0.737803 0.191767 0.0940685 31.2468 1.16864 6.20554 1.47466 3.61748 30.0781 0.674083 0.65888 0.0998115 0.0513434 0.0439205 0.0398017 0.0210812 0.0121279 29.4041 2.60031 26.8038 24.1826 3.27691
internal_count=4034 760 469 291 258 3274 192 127 73 58 42 3082 140 207 59 65 2942 1023 985 934 892 824 811 780 415 1919 110 1809 1761 278
is_linear=0
shrinkage=0.1


Tree=472
num_leaves=31
num_cat=0
split_feature=7 5 13 2 15 9 0 16 0 3 2 6 14 0 17 12 7 6 17 15 4 4 8 16 12 2 9 5 15 8
split_gain=0.000525645 0.00293313 0.0356951 0.0118197 0.0138415 0.0025121 0.0022059 0.039743 0.0314159 0.0348393 0.0226913 0.0024509 0.00168269 0.029234 0.0051704 0.0103034 0.00154259 0.00310375 0.00235603 0.0161375 0.0284198 0.0155295 0.0124841 0.00206102 0.00825058 0.0348788 0.0269752 0.0241595 0.0708477 0.0326501
threshold=24.384659815400003 18.946524085150003 113.0174028878 192.44078413960003 35.83914456115 205.22231928645002 96.163458868000006 19.254954973500002 94.047642319350018 84.812788641250009 120.31044416595002 14.335334942800001 266.92056705180005 97.991610396700011 183.58889821140002 194.21446734015004 24.268610899850003 14.955349429350003 200.93854407600003 35.098844929350008 183.94349597830004 207.90319581710003 8.6432548896500023 22.514947350300002 96.375827709250018 154.94328103605002 200.17144541975003 20.204934414350003 31.385732506450001 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=16 6 3 -3 -5 -4 7 8 -2 10 -10 12 -8 -14 15 -15 18 -18 23 20 -20 -22 -23 24 -1 26 27 28 -26 -29
right_child=1 2 5 4 -6 -7 11 -9 9 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.0002749623833653461 0.098290540968020867 -0.10040274117965127 -0.0057715530309647286 0.049303646506582699 -0.10022227035130547 0.0038011549840234735 -0.00032984690354571293 -0.099337209367096321 -0.023342004697121201 -0.091426864001613567 0.077144191329848455 -0.00701159963398884 0.092050742910000719 0.099860377169444903 -9.1644514674369643e-05 -0.10014975196531253 -0.0016073889430875806 0.0089575001001756371 -0.10062381591950176 0.00045137827716238798 0.059638926672216791 -0.1005177033334175 0.022590971117967124 -0.00018133583828675216 0.04649266741778043 -0.00064883712775195418 0.082765986438909894 -0.024176664588955316 -0.096428487901424512 0.083627644689259303
leaf_weight=4.259173956315534 0.046986441369045506 0.049685120052798903 0.522678599329083 0.014118620830686268 0.011025310319610071 0.57650617960587169 10.371506870216878 0.028234474541022792 0.040256856089399662 0.030041531623593909 0.050867746440800943 0.51149273388728111 0.036286569693835591 0.012301499648875114 1.0404658976989465 0.0032576604709775867 0.53563318499404278 0.57828647045062098 0.046108353756496051 0.65741861834209203 0.027205728983972222 0.017441132389842212 0.015609195499564521 23.61618081181927 0.090555655208673091 1.0713326010847142 0.089552175233695408 0.040464787550583969 0.056215883199911332 0.091894510085694492
leaf_count=187 33 53 37 29 84 87 617 23 34 103 25 19 28 32 605 106 28 41 24 57 11 41 14 632 142 396 57 366 40 83
internal_value=-1.66686e-06 -0.000526879 -0.00530035 -0.0721298 -0.0162617 -0.000750809 -6.64574e-05 0.010446 0.0288797 0.00196319 0.0327516 -0.000238855 6.33316e-05 0.00379656 0.000764021 0.0579838 0.000223041 0.00387733 8.77123e-05 -0.00539531 -0.0415326 0.00368436 -0.0423752 0.000230567 0.0019374 0.00848097 0.0350107 0.0196896 -0.00824846 0.0506698
internal_weight=44.5388 13.3457 1.17401 0.0748291 0.0251439 1.09918 12.1717 0.196387 0.168153 0.121166 0.0911246 11.9753 11.4638 1.09231 1.05603 0.0155592 31.1931 1.11392 30.0792 0.763783 0.106364 0.0602561 0.0330503 29.3154 5.69919 1.44002 0.368683 0.279131 0.146772 0.132359
internal_count=4034 1915 290 166 113 124 1625 218 195 162 59 1407 1388 771 743 138 2119 69 2050 147 90 66 55 1903 1271 1084 688 631 182 449
is_linear=0
shrinkage=0.1


Tree=473
num_leaves=31
num_cat=0
split_feature=10 16 8 5 0 3 2 17 4 13 16 5 8 8 15 5 9 9 9 7 16 5 7 5 0 7 15 18 3 6
split_gain=0.000572918 0.00196885 0.0253054 0.00353916 0.0289665 0.0270869 0.00602695 0.00990672 0.00637327 0.00148231 0.00356332 0.00929863 0.0285521 0.00677282 0.00151448 0.00278614 0.00134464 0.00127129 0.00300412 0.00380968 0.00251799 0.00108945 0.00779096 0.00156522 0.00526761 0.0435994 0.0322713 0.00348834 0.00309325 0.00134175
threshold=61.987779113750001 22.584947186600004 8.3434888241000014 23.730745871350006 86.565663342300013 93.846007959550022 188.47750099235003 187.51563899930002 292.86187543885006 117.55283175385001 22.604947139800004 24.041678002600005 8.7431769115000026 8.543332867800002 42.246988155050012 24.218679034200004 195.30595290385003 199.68228938305 190.49354742400001 23.271765593750004 22.704946905950003 22.127107789600004 23.127267687200003 20.911722254300006 86.89903215050002 24.002506000500002 37.870720399650004 13.327513832500001 93.023339771650015 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 5 -5 7 -7 -8 14 16 12 13 -12 21 -16 -11 18 -3 20 -20 23 -23 29 27 26 -26 -25 -29 -2
right_child=9 3 -4 4 -6 6 8 -9 -10 10 11 -13 -14 -15 15 -17 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.00094666526291204637 -0.00023200863892067572 0.0009312867082004136 0.081211647280480609 -0.10087325487347915 0.0014522969557671775 -0.02179353628142075 -0.10030737752721706 0.085816897867548425 0.023092193267828912 0.002924914326261973 0.029671706158896555 -0.00074579162583319472 0.001203113196595391 0.065644614554397449 -0.0080871439766747547 0.0017114597754898028 -0.0013244481864530021 0.001549085858132326 -0.01275494225127116 0.00026587539505307624 -0.0033919144303537342 -0.00097419026164038362 0.011980516801204348 0.0070770028265897808 -0.092992180972287716 -0.00017700511400326044 -0.00046460300885770738 0.0015251696145489545 -0.0055436754185551416 0.0015898929334397288
leaf_weight=0.52595061062090565 17.761533041772008 2.4912398290907731 0.040366891829762608 0.059293241996783652 0.5326109511370305 0.021539357646815915 0.010430382923946269 0.014191683284593637 0.0069904102255620151 1.0485193783069919 0.12652235117275257 1.024058081449456 0.5135231897002086 0.089263686357298866 0.63765362660507985 0.5325305245258587 2.5696026502011762 2.045666647929238 0.5791212217336581 1.0291369370679602 0.56984939448011573 2.0355387426331837 0.60138700726130334 0.60847432591254147 0.09558673247602234 1.0627917013134647 0.062237092235591263 1.5249784997722602 1.042033397832842 5.2332135271907694
leaf_count=460 2063 67 9 21 8 37 15 13 35 25 50 54 7 16 78 62 40 42 23 13 17 211 38 40 42 77 18 60 21 372
internal_value=-1.43086e-06 -0.000772171 0.00490955 -0.00120935 -0.00828447 -0.0544039 -0.00256535 0.0209473 -0.0507911 0.000165626 0.00169998 0.00539984 0.0140292 0.0445525 -9.85504e-05 -0.00362797 -9.29975e-05 -0.0005297 -0.00144043 -0.00415311 -0.00811121 3.89913e-05 0.00198031 -0.0001479 -0.00187678 -0.00746005 -0.0565044 0.000269354 -0.0013443 0.000182625
internal_weight=44.4958 7.92639 0.566318 7.36007 0.645056 0.112445 0.0531518 0.035731 0.0174208 36.5694 5.37149 1.75337 0.729309 0.215786 31.198 1.17018 3.61812 6.71501 4.66935 2.17811 1.14897 30.0278 2.63693 27.3908 4.3961 1.22062 0.157824 3.17549 2.56701 22.9947
internal_count=4034 760 469 291 129 121 100 50 50 3274 192 127 73 66 3082 140 65 162 120 53 40 2942 249 2693 258 137 60 121 81 2435
is_linear=0
shrinkage=0.1


Tree=474
num_leaves=31
num_cat=0
split_feature=6 0 2 16 12 15 15 0 7 16 15 13 7 6 15 6 6 4 18 0 17 10 2 18 2 15 0 10 17 8
split_gain=0.000569597 0.00196307 0.00232839 0.00420259 0.00413923 0.00221884 0.010144 0.0100727 0.00505258 0.00250259 0.00199272 0.00217005 0.00319055 0.00185156 0.00175089 0.00685866 0.00225815 0.00783961 0.00770551 0.0265743 0.025064 0.0197873 0.00772954 0.00488117 0.0223484 0.0396762 0.0526759 0.034617 0.0046307 0.0122421
threshold=16.455384477450004 86.135510041400025 217.08409765600001 22.614947116400003 200.88600031510001 36.346245650200011 33.593648142250011 82.250688042950017 19.250086031950001 21.094950670800003 37.491361913600009 117.51519334005 24.024273989350004 16.485385178400005 43.401366108000012 16.405383309150004 14.745344522600002 142.34057910165004 14.366548389000002 93.953546284800012 207.89802496125003 67.074341896550024 128.12657635055004 13.927976454650002 73.245799595050016 30.501457990950005 90.767723400200012 62.391047833300007 193.50449793755004 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=14 5 4 -4 10 6 7 8 9 -2 11 12 -3 -7 16 -16 17 -1 23 20 22 -22 -20 28 -25 -26 27 -27 -18 -30
right_child=1 2 3 -5 -6 13 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 18 -19 19 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.074957588684164841 -0.017862721896480721 -0.010857025948801557 0.0086847263842129586 -0.0037963655039678803 -0.007770339331928393 0.0056757367086239466 0.0030068594217301271 0.088117083028630694 -0.10012109201714342 0.093019074423910081 0.0018681310841868208 -0.00099178961127805386 -0.00013828649749065731 -0.00030618673504588393 -0.011222961947754692 0.0044336275638883448 0.00010573071345974341 -0.00030774883001565592 0.03813342850349194 0.00012996340752418603 0.033306782239612649 -0.10029750512895833 0.081530384736393305 -0.05833597842190133 0.060199744836890959 -0.0378871322074276 -0.087746435570006553 0.079664938173979863 -0.0011215392575572361 0.015966500050614927
leaf_weight=0.013849769937226308 0.0048243578181612901 0.61775216237736941 0.57315886439482688 0.50968710117740557 1.1147852559952296 0.56473355222593902 0.55825079012254264 0.028145579715246782 0.0047677242647795335 0.003521122838719748 1.6159665518207473 3.5381378482561558 0.50448446781592793 6.1781173383326831 0.5755599904765869 0.54449471930996651 6.8925932450860685 17.76698801831818 0.082164396719236588 0.58380973911866363 0.025717043710756116 0.019483547454001382 0.082006258242813601 0.076938818616327675 0.082598266853706193 0.048104014771524817 0.074291915516369045 0.052274219779064879 1.0219662947347385 0.7108743843709816
leaf_count=6 232 59 42 6 36 53 39 24 226 5 26 22 5 223 99 27 257 2210 32 75 31 18 36 16 27 20 21 20 28 113
internal_value=-1.97388e-06 -0.000483686 -0.00152071 0.00280997 -0.00215518 0.000713165 0.00654317 0.0543911 -0.0179967 0.0289205 -0.00115783 -0.00220708 -0.00603858 0.000194817 0.000263923 -0.00361179 0.000421584 -0.000249123 0.00164438 0.0110914 0.0416562 -0.0242829 0.059811 0.000808057 -0.0110496 0.00309188 -0.0239134 0.0233307 0.0012675 0.0058886
internal_weight=44.47 15.8163 8.47397 1.08285 7.39113 7.34236 0.59951 0.0412588 0.0131132 0.00834548 6.27634 4.66037 1.12224 6.74285 28.6537 1.12005 27.5337 17.7808 9.75282 0.793181 0.209371 0.0452006 0.164171 8.95964 0.334207 0.257268 0.17467 0.100378 8.62543 1.73284
internal_count=4034 998 196 48 148 802 526 487 463 237 112 86 64 276 3036 126 2910 2216 694 192 117 49 68 502 104 88 61 40 398 141
is_linear=0
shrinkage=0.1


Tree=475
num_leaves=31
num_cat=0
split_feature=17 15 0 16 16 16 17 16 13 10 5 10 0 0 5 16 19 12 0 13 15 0 6 10 6 13 6 16 15 7
split_gain=0.00793346 0.000740546 0.0107101 0.00481559 0.0103193 0.00627009 0.00450719 0.00109449 0.000592387 0.00402121 0.00503447 0.003919 0.00248351 0.000959096 0.00493809 0.00178159 0.00405959 0.000740758 0.00217351 0.00905019 0.00140691 0.0231943 0.0557877 0.0545624 0.0239172 0.0201688 0.00674379 0.00392099 0.00329777 0.00305374
threshold=159.58247398035004 18.946678378300003 98.413698323200009 12.604970524100002 9.719977270450002 9.2849782877000013 195.00249838555001 14.184966829400002 101.53768667075001 75.634392583900009 13.955288807050001 75.408562100950022 102.11570516885001 96.959242474650011 16.569990495050003 18.764956119400004 12.551012654050002 93.660658182900008 94.047642319350018 113.13031812925001 31.385732506450001 94.047642319350018 15.035351298550003 66.590419433100024 16.455384477450004 115.12515406205002 16.995397094750004 18.404956961200003 32.393814985100008 25.225775578450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 5 -4 -2 -3 12 11 -11 13 -9 14 -10 16 -15 18 19 -16 21 22 -19 24 -24 -26 -27 -23 -22 -29
right_child=1 7 3 -5 -6 -7 -8 8 9 10 -12 -13 -14 15 17 -17 -18 20 -20 -21 28 27 23 -25 25 26 -28 29 -30 -31
leaf_value=-0.10036286426947241 -0.064166688955513404 -0.004651218490530038 -0.10015882342233583 0.0022987037045355306 -0.10017838102091388 0.094242428388667462 0.097922900778380742 0.0073730970028806284 0.0093894763665421134 0.0013073348398353142 -0.012215097315146715 0.0080236041682245334 -0.00041953840907684581 -0.00022123399655939885 -0.035425309147273237 0.00075768969452549959 -0.010610700024016343 0.093996602395608281 8.6156790928466326e-06 -0.0019112493473868422 -0.0077443191106382515 0.0053418170410301519 0.085402325102225687 -0.089658734523686709 -0.096387362710894015 0.079926293033814821 -0.10022541292779374 -0.010011070321198639 7.2198222141977395e-05 0.00064080435208212433
leaf_weight=0.0078749787727890874 0.0019272990397524161 0.51036256102604838 0.002277072150268844 1.0371552157600887 0.013280917761202327 0.0061135384877495369 0.015611972097877569 0.55638460139332657 0.56454811316052556 0.50835423632447774 0.60061869138405655 0.612845569383352 1.5436431908931409 1.0300710734609304 0.093441115104780592 1.5106454095302977 0.59237915031019373 0.089784193815358848 2.0370576010209334 0.58521622158349373 0.54957588742672925 0.57012012613995477 0.050373032045783361 0.05076237919182347 0.017918215922135161 0.014939532470535255 0.002413617525952815 0.56217607970393124 30.192096147025627 0.51633788931940217
leaf_count=262 175 153 314 144 291 36 24 153 46 39 111 25 157 13 38 11 76 49 67 79 112 32 43 37 108 155 69 53 1147 15
internal_value=-1.11076e-06 1.66744e-05 0.0026077 0.00132386 -0.0453302 0.0414852 0.0801117 -4.76419e-05 7.18653e-06 -7.72166e-05 -0.0060164 8.89274e-05 0.00164505 -3.56627e-05 0.000110788 -0.00171359 -0.00401457 -3.74694e-05 -0.0016243 -0.00652564 9.4653e-05 0.00275414 0.0327827 -0.0075088 0.0411824 -0.0219706 0.0548693 -0.00136576 -6.75394e-05 -0.00491149
internal_weight=44.4463 44.4384 1.07637 1.05883 0.0216715 0.00839061 0.0175393 43.3621 42.8517 40.7517 1.10897 39.6427 2.10003 39.0299 35.8968 3.1331 1.62245 35.3322 2.71571 0.678657 32.6165 1.87483 0.226191 0.136407 0.0856444 0.0352714 0.0173531 1.64863 30.7417 1.07851
internal_count=4034 3772 984 785 641 350 199 2788 2635 2325 150 2175 310 2150 2050 100 89 2004 184 117 1820 561 461 412 375 332 224 100 1259 68
is_linear=0
shrinkage=0.1


Tree=476
num_leaves=31
num_cat=0
split_feature=17 4 4 15 18 3 16 19 9 6 7 12 9 13 2 16 16 17 6 9 15 17 8 9 17 9 9 9 9 16
split_gain=0.0071759 0.000681637 0.0036101 0.00259598 0.0113922 0.0384619 0.00230186 0.00162571 0.00394487 0.0234187 0.0199624 0.0162077 0.0147492 0.00325286 0.00276583 0.00268174 0.00142046 0.00142873 0.00353454 0.00153955 0.0180558 0.00593227 0.00482269 0.00251601 0.00240038 0.00220991 0.0028148 0.00701195 0.00183895 0.00219558
threshold=159.58247398035004 244.52697497700004 245.59135436325002 38.992510055900006 12.993189857450002 93.579850604650019 22.674946976100003 14.651182102100002 192.31210988165003 16.505385645700006 23.150522195450005 255.84286977610003 189.46063690070002 117.06622083225001 179.86602224190003 16.484961451000004 22.674946976100003 203.00435256470004 14.275333540900002 185.90443620030001 35.965617804200001 182.50770257345002 5.9453602998000008 188.96048214565005 183.35201426355002 199.17419511990002 195.10791980860003 197.90890142995002 55.918686211100002 21.094950670800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 16 -5 -6 7 8 9 10 11 13 15 14 -4 -12 17 19 -19 20 21 22 28 24 -21 26 -25 -28 -2 -30
right_child=1 2 6 4 5 -7 -8 -9 -10 -11 12 -13 -14 -15 -16 -17 -18 18 -20 23 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.10032826821883559 0.067968366783341991 -0.0086641588744546544 0.06126427238853345 -0.00067112630415465044 0.059108735447304397 0.002431416707219366 0.0059004026674020112 0.0049079673640354225 -0.00047951142225483121 -0.093428540353036382 -0.066919842334767166 -0.086229127923835025 -0.08820849187118876 0.090148942379086119 -0.079310265679204225 0.093513987441232918 -0.0048610084161878888 -0.0002307071655579967 -0.0087766709080193874 0.00026306263681976337 -0.065724785889690232 -0.0016482440218205355 0.10009633604807609 0.00034627936629475365 0.0095856047892306298 0.0011370409049174836 -0.012546967505200964 -0.0003590389857961885 -0.055396040801331897 0.081429765051394432
leaf_weight=0.007127907648189046 0.003027791661787016 0.52042037639405947 0.0038651421656274712 2.0138616521148829 0.14972674922319118 0.59768662590740007 0.5950553116597338 0.55263996412941097 16.354514826877121 0.03080636366243264 0.0012340959562544551 0.0071521797396422162 0.024776619388717336 0.032597853532164045 0.0021941627364713279 0.0066899083046634278 0.58597991954411455 2.5451739919250964 0.59759284431697768 0.51970059475934494 0.04465641695423983 0.52668477605021025 0.010591386596928487 4.2439458276716122 0.58945708167448174 11.606461141394695 0.6758645588797666 1.5652440333806223 0.005378002908797086 0.0014998363476479426
leaf_count=262 38 32 47 52 34 55 112 27 932 114 505 64 19 15 71 56 70 107 66 18 23 115 14 236 45 484 64 29 325 3
internal_value=-2.01564e-07 1.58997e-05 -0.000455757 0.000341289 0.00324192 0.0137854 -0.000213198 -0.000426987 -0.000606065 -0.0195394 0.0094538 0.0520573 -0.0502282 0.0776425 0.0103602 0.0685278 7.69559e-07 0.000124985 -0.00185571 0.00043949 -0.00458398 0.000405824 0.0531865 0.000594333 0.00521749 0.000310896 -0.00116768 -0.00403463 0.00302912 -0.0255587
internal_weight=44.4216 44.4145 18.1319 26.2825 2.76128 0.747413 17.6115 17.0165 16.4638 0.109316 0.07851 0.0458093 0.0327006 0.0386572 0.0060593 0.007924 23.5213 22.9353 3.14277 19.7925 0.591838 0.547182 0.020497 19.2007 1.10916 18.0915 6.48505 2.24111 0.00990563 0.00687784
internal_count=4034 3772 1994 1778 141 89 1962 1850 1823 891 777 197 580 133 118 561 1637 1567 173 1394 518 495 380 876 63 813 329 93 366 328
is_linear=0
shrinkage=0.1


Tree=477
num_leaves=31
num_cat=0
split_feature=12 12 2 19 7 3 9 18 2 2 13 2 7 4 9 5 13 13 19 4 5 7 0 19 9 0 0 3 6 8
split_gain=0.000539373 0.00222277 0.00203859 0.00256808 0.00134166 0.0037957 0.0286275 0.0129945 0.0131706 0.0208661 0.00346735 0.00713945 0.00270966 0.00202456 0.00174514 0.00448677 0.00334711 0.0183475 0.00190846 0.00642803 0.0311601 0.0158933 0.00305885 0.00200469 0.00897487 0.0515196 0.0227497 0.00172448 0.00172089 0.00144754
threshold=149.09269374785001 144.57070813310003 135.72285180265001 14.551174033150001 24.175586727800006 82.990014028800019 200.52256857420005 14.420596409350003 78.595990734650016 110.52061241095002 108.65403534205002 106.79778736115001 24.024273989350004 160.76806275915001 199.68228938305 17.505247228350004 111.38282034450002 109.72404167800001 14.351157895250003 169.14490639835003 20.769304081650002 22.444423115000003 85.732241321850012 14.551174033150001 185.44496129890004 86.692020874450009 85.732241321850012 85.63276837105002 16.525386113000007 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 4 3 -2 12 13 -7 8 -8 10 11 -10 14 -6 15 -1 17 -17 19 -18 -21 22 -22 24 -20 26 -26 -9 -25 -15
right_child=2 -3 -4 -5 5 6 7 27 9 -11 -12 -13 -14 29 -16 16 18 -19 23 20 21 -23 -24 28 25 -27 -28 -29 -30 -31
leaf_value=-0.0087296470104157916 -0.0084458279549259468 0.0064741161608591353 -0.00011177323757308978 0.0010042504955587422 0.0058327743938483816 0.00095767648329986028 -0.10175190084725726 -0.10034870377478965 -0.10013829465971731 -0.10036055778982261 0.10012873989464691 0.10014015658620655 0.0075288075341258011 0.00043327788993659179 0.0025149330609064921 0.0010602007289589861 0.00077731695649120352 0.054341994397428296 -0.0013072814640957679 -0.0029155711247700541 -0.071519717931461377 -0.086602746336376699 0.10010812785821072 -0.006058518894626521 -0.013676329709177044 -0.00044145692942593602 0.094524021535741437 -0.061101460019039412 0.00081983258775332089 -0.0024634408162397588
leaf_weight=0.58060789285350534 0.66922902726976008 0.5813254256239152 22.922899643872206 0.50423508221501834 0.53255481449013853 0.5466139246127576 0.013125268815201707 0.040088824351187213 0.0030748020253668065 0.010304079158231616 0.014673731988295913 0.0042264708317816257 0.59153152576294665 5.1242570881474467 3.1743734837060984 0.53334101312993087 1.5717106922918982 0.073539094618249479 1.4085090492153547 0.54350255456665753 0.0012598161943202504 0.067894821928348392 0.0059097046032547951 0.55193798521941051 0.024448640062473603 0.53075017838273197 0.094702550893998705 0.015533370868070051 1.0667154183611272 2.6006314564961031
leaf_count=77 79 91 2272 4 30 44 4 59 56 7 4 1 50 330 141 148 81 32 40 30 178 18 2 50 22 18 75 14 14 63
internal_value=7.02515e-08 0.000379724 -0.000319882 -0.00438515 0.00020012 -0.000708982 -0.00808094 -0.0569852 -0.0172901 0.0170536 0.072109 0.0157964 0.000948279 -0.000130791 0.000567742 -0.000308411 0.000446805 0.00751666 -0.000284455 -0.00262125 -0.0112566 -0.0716501 0.06995 0.00110748 0.00317802 0.0128989 0.0723224 -0.0893883 -0.00152559 -0.00054192
internal_weight=44.4035 20.3071 24.0964 1.17346 19.7258 8.90508 0.64764 0.101027 0.0454044 0.0322791 0.021975 0.00730127 10.8207 8.25744 10.2292 7.05483 6.47422 0.60688 5.86734 2.19028 0.618567 0.0750643 0.00716952 3.67706 2.05841 0.649901 0.119151 0.0556222 1.61865 7.72489
internal_count=4034 1679 2355 83 1588 612 189 145 72 68 61 57 976 423 926 785 708 180 528 309 228 198 180 219 155 115 97 73 64 393
is_linear=0
shrinkage=0.1


Tree=478
num_leaves=31
num_cat=0
split_feature=12 17 16 16 16 17 8 2 12 17 17 15 17 18 2 10 19 9 16 5 12 8 15 3 19 8 2 18 16 7
split_gain=0.000617029 0.00574485 0.00482773 0.00916668 0.00609187 0.00128909 0.00662731 0.00417634 0.00189956 0.00105031 0.00505687 0.00138289 0.0116441 0.0136466 0.012818 0.0016273 0.0046497 0.0107004 0.00654324 0.0519981 0.0072977 0.00547562 0.0481528 0.00415036 0.0466253 0.00282845 0.00248558 0.00119407 0.00231456 0.00183954
threshold=69.826413229550027 159.58247398035004 12.604970524100002 9.719977270450002 9.2849782877000013 174.98430420910003 7.8438787148500007 88.501682544250016 81.514192512750014 183.35201426355002 181.79266834725004 20.903251014350001 195.18216166535004 15.981927061500002 105.5555618261 75.634392583900009 12.751028791950002 205.88909726980003 18.664956353200004 17.324237253850004 87.068884678600014 8.2435668022500028 28.626568391100005 77.69375151185001 13.351077205700003 8.4434108459500017 147.36057300110005 13.043896815850003 22.654947022900004 22.907491544400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 -7 10 -10 12 13 14 -11 16 17 -13 19 26 -20 22 -21 -17 25 -25 -18 28 -22 -29
right_child=1 2 5 -5 -6 8 7 -9 9 11 -12 15 -14 -15 -16 23 18 -19 20 21 27 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0032934299867312502 -0.10032772019046841 -0.10013041654619048 0.0016616645266409856 -0.10014783641792045 0.092824440361121002 -0.0059294811675091432 0.08080757216619755 0.01919842398428253 -0.00017838136478352532 -0.10058484911179558 -0.010248203994936807 0.01576663539572052 0.0010297136840028804 0.094943081950852715 0.085682128322884576 9.0106281461593013e-05 -0.10064444865949558 -0.0035927588954121088 0.032987255728815716 0.09624298874893053 0.0075621623321620096 -0.0032485016015857274 -0.10023777477698317 -0.097123997587533359 0.00032638872319871374 -0.032955389904114778 -0.053813941340286824 -0.0027727370437312417 0.00070551032824914912 0.00018491068386688894
leaf_weight=0.56174606600649113 0.0057114119005622346 0.0023102270944808101 1.0236554852330062 0.012903109504027399 0.0056082026994959122 0.55027871043771526 0.016058306669634592 0.034949943451067611 3.9073904964280128 0.008789526897103217 0.5716597872462551 0.59717369899867978 0.56593462485584445 0.028764740427448032 0.0063732308942094926 1.5412665049289984 0.056021950488235883 0.54705307153381 0.067850421270121752 0.036835146333288549 0.60392602482312385 0.53113082883970009 0.018859660231385078 0.057453580721797626 0.50949528954879497 0.0078019700931690741 0.014208055816688159 2.2766947792034555 2.6639716341514195 27.545370196327529
leaf_count=46 258 339 342 414 40 55 27 38 174 5 56 46 170 36 41 156 67 30 26 15 52 128 70 154 20 20 31 193 69 916
internal_value=2.43301e-07 -4.19777e-05 -2.89036e-05 -0.0481696 0.0365292 -6.01286e-06 0.00341464 0.0385941 -9.20742e-05 -1.58908e-05 -0.00146359 0.000156176 0.00487937 0.0544759 -0.0222929 7.8482e-05 0.000241476 0.00651094 2.93305e-05 -0.00985243 0.000225148 -0.000120487 0.0297097 -0.00261438 -0.00986679 -0.089452 -0.0911703 0.000157969 0.00197266 -4.08839e-05
internal_weight=44.3772 43.8155 43.8098 0.0208215 0.00791843 43.789 1.07466 0.0510083 42.7143 42.164 4.47905 37.685 0.609862 0.0439275 0.0151628 37.0751 34.9591 1.14423 33.8149 0.657056 33.1578 0.586826 0.0556948 2.11602 0.574751 0.0652556 0.07023 33.09 3.2679 29.8221
internal_count=4034 3988 3730 793 379 2937 407 65 2530 2475 230 2245 252 82 46 1993 1643 76 1567 311 1256 213 85 350 194 174 98 1230 121 1109
is_linear=0
shrinkage=0.1


Tree=479
num_leaves=31
num_cat=0
split_feature=12 2 18 12 2 2 7 19 6 19 16 5 17 15 5 8 13 15 5 2 19 7 12 7 19 6 13 19 4 0
split_gain=0.000501162 0.00141775 0.00280945 0.000688719 0.00171648 0.00278186 0.00105969 0.00140014 0.0117779 0.0154696 0.0323695 0.0252491 0.00363717 0.00295016 0.00107396 0.00284488 0.00106797 0.000874465 0.0346325 0.0138515 0.0102824 0.0324381 0.0230981 0.0142751 0.00920171 0.0264263 0.00413505 0.00469287 0.00383805 0.0035095
threshold=69.826413229550027 60.327272492300004 13.552878921100001 107.96682590455002 88.501682544250016 83.586740321150003 25.335171910400003 13.751109481500002 16.495385412050002 13.951125619400001 20.404952284350003 20.482113285800001 197.20536406400001 27.437241680050004 16.903404623850005 8.4434108459500017 117.59047016770002 25.787235651800003 16.569990495050003 178.70687671690004 12.751028791950002 24.940142267700004 199.78749241660003 24.638209564850005 12.150980378200002 14.185331438000002 100.63167628080002 12.951044929850001 275.07290644050005 85.764502819450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 6 5 -5 7 13 9 -9 -11 12 -12 14 -3 -16 -10 18 20 29 21 23 26 -6 -23 -26 27 -22 -24 -20
right_child=1 3 -4 4 17 -7 -8 8 16 10 11 -13 -14 -15 15 -17 -18 -19 19 -21 22 24 28 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0029705426565158149 0.0015538794901867449 -0.00049471353599743668 -0.0085900202063827081 -0.00024713121900203931 -0.065616112547010497 -0.0090867337966063534 0.0051574530391629535 0.077815359055720915 -0.0034115702351038358 -0.061354621589173867 0.099267402508555452 -0.031926224728018565 0.051712812135966013 -0.0070329713358188457 0.0084810340848536555 -0.00044592660152867043 0.0020806113461120097 0.00015612838817349563 0.011742561183398045 0.034981322442166611 -0.10034070956673427 0.0004553008390081607 0.10030484885728358 0.098815152424980332 -0.08758657057613449 0.055232448290842631 -0.10056344702237528 0.071751757950536246 0.00047622943022913167 -0.10097927075073308
leaf_weight=0.56059042594585307 0.537811691502603 3.043731478400308 0.55456600638916598 1.0045742912916384 0.0059733739444212111 0.55144524568882491 0.54783511969472432 0.045140087604522594 0.5327441764075046 0.043262351384328213 0.0361348929873202 0.030684499331982806 0.028984130825847387 0.56933167602210222 0.55456878702696766 1.0020141970549259 1.055566827364913 31.328846687281647 0.0029216417515786066 0.0097143082354218535 0.0030879301693857988 2.0931625689115547 0.0091626476496458054 0.045464686128669274 0.038760534091660026 0.019460497889667749 0.031357467441480935 0.0032547936398685806 0.0066437320402797919 0.050560460257545792
leaf_count=46 25 67 57 7 143 98 109 8 29 10 34 19 10 70 65 17 38 1537 293 199 21 733 1 31 97 10 80 25 81 74
internal_value=-4.6472e-07 -3.85017e-05 -0.00359586 5.25168e-05 -0.000132742 -0.00337984 0.000923266 0.000589129 0.00301447 0.0269507 0.0104402 0.0428609 0.0781011 -0.000242449 0.000597941 0.00273451 0.000238448 1.74156e-05 -0.00185612 -0.0748687 0.000188854 0.00124096 -0.0431256 0.0797202 -0.00063542 -0.039849 -0.0856686 -0.0120308 0.0583449 -0.0948215
internal_weight=44.3474 43.7868 1.09238 42.6944 35.2044 1.55602 7.49 6.94216 1.77252 0.184206 0.139066 0.0958035 0.065119 5.16965 4.60031 1.55658 1.58831 33.6484 2.31952 0.0631964 2.25633 2.20282 0.0535066 0.0514381 2.15138 0.058221 0.0377002 0.00634272 0.0158064 0.0534821
internal_count=4034 3988 82 3906 3430 105 476 367 148 81 73 63 44 219 149 82 67 3325 1788 566 1222 1014 208 174 840 107 126 46 82 367
is_linear=0
shrinkage=0.1


Tree=480
num_leaves=31
num_cat=0
split_feature=2 7 17 18 15 19 7 12 12 14 8 13 13 14 16 16 9 9 0 10 0 4 0 5 5 18 10 16 4 10
split_gain=0.000530342 0.00430356 0.0162873 0.0154289 0.00860418 0.00722696 0.00234822 0.0015427 0.00113415 0.00251028 0.0357498 0.0146465 0.00499018 0.00255034 0.00174222 0.0344669 0.0065888 0.0328535 0.0112502 0.00919899 0.00977564 0.00975813 0.00436946 0.00223084 0.00329289 0.00395576 0.00177238 0.0014428 0.00137434 0.00250339
threshold=173.34516805710004 22.977992916200005 195.18216166535004 13.162733570450003 46.074827201850006 14.351157895250003 19.078733418100004 196.95882362420002 216.11788648010003 273.54171774295008 8.543332867800002 105.33378955095002 101.26615239960002 277.23638966875006 22.574947209950004 22.564947233300003 199.89081775665002 204.99169312540002 90.407470010750018 67.074341896550024 97.521130223850008 287.29288006360008 97.752337623100019 17.438757606550002 16.632399885950004 17.957852018100002 61.923256118600001 22.534947303500005 313.22340827140005 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 6 -2 -1 9 -3 11 12 13 -11 15 16 27 -18 -19 -20 21 -21 -22 24 25 -24 -16 -10 29 -28
right_child=1 8 -4 -5 -6 -7 -8 -9 14 10 -12 -13 -14 -15 26 -17 17 18 19 20 22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=7.8392808942770887e-05 0.017310625312920158 -0.00071977902348941086 0.049991720710587495 -0.10054081368387435 -0.074435916308546665 0.098512543802681707 -0.10019421655913074 0.0039854148802649751 0.0013014513224365943 0.090911557008013788 0.00095067411813627017 -0.10122769890801658 0.061330775968627682 -0.081307374109389485 0.0050087256883175812 0.081783169502406466 0.088493856837345009 -0.09665021748959314 0.10006673291059261 0.060188105870348889 0.099486565048497164 -0.1003159633855476 -0.075306261270619221 -0.10004389071667628 0.089884426599392178 0.053540015881692486 -0.005978377539399133 -0.0061939611508622502 0.0022389546670006934 -0.00041467368079937527
leaf_weight=31.992873206923562 0.0039323947351979213 3.093538278924969 0.021598737679401611 0.030441048301101392 0.0091571585142418144 0.010324694922019262 0.0029967374408392256 1.0435899692456576 0.51442745975788706 0.0010169865109651574 0.52846687395503977 0.052514004189447405 0.0084817983060361257 0.0055661216260634028 0.55554542714833122 0.054080503595570373 0.045635092358452201 0.015351723428466357 0.0079122506140265614 0.0048763129743747404 0.0064014520539785727 0.016969847010585681 0.0052376768525164152 0.0019032829248999397 0.0041517878053127797 0.0043715631998111348 1.0427847039502465 0.51281925485818647 1.120002716006536 3.6030066787423038
leaf_count=2386 81 56 32 117 34 7 46 15 401 6 15 34 17 137 56 12 44 22 14 4 6 95 60 20 7 88 19 10 113 80
internal_value=-3.51992e-07 -0.000592258 -0.0239322 -0.0520168 0.00391151 0.045493 -0.0335083 0.000201812 -0.000428846 -0.00186472 -0.0078071 -0.0762928 0.0106263 -0.0547023 0.000276071 0.00377915 7.8901e-05 0.0230193 -0.02146 0.000813404 -0.0170705 -0.0644896 0.0298767 0.00142955 0.0154643 -0.0166898 -0.000385681 -0.00244039 -0.000905443 -0.00166349
internal_weight=44.32 11.2835 0.0784508 0.056852 0.026411 0.0172538 0.00692913 33.0365 11.2051 3.68958 0.596046 0.0675789 0.0150649 0.00658311 7.51548 1.19414 1.14006 0.112811 0.0671759 0.0518242 0.0439119 0.0218462 0.0220658 0.0156643 0.013761 0.00960924 6.32134 1.02725 5.76579 4.64579
internal_count=4034 1633 317 285 168 134 127 2401 1316 265 209 194 160 143 1051 783 771 360 316 294 280 99 181 175 155 148 268 411 212 99
is_linear=0
shrinkage=0.1


Tree=481
num_leaves=31
num_cat=0
split_feature=15 16 19 19 19 12 2 18 19 19 2 13 18 2 16 6 18 0 4 5 19 5 0 6 18 16 6 9 8 13
split_gain=0.000510472 0.0016957 0.00712309 0.0113055 0.000859041 0.000630898 0.0012004 0.00219893 0.000588421 0.00175126 0.000582871 0.00421788 0.0148211 0.0113677 0.0101199 0.0160019 0.00784465 0.00710643 0.00970655 0.0105468 0.00394166 0.00556118 0.00314881 0.00670642 0.00594817 0.00321716 0.00270403 0.00218866 0.0020993 0.00170986
threshold=46.074827201850006 22.584947186600004 14.651182102100002 14.551174033150001 14.651182102100002 69.826413229550027 60.327272492300004 13.552878921100001 14.351157895250003 14.451165964200003 173.34516805710004 116.19247193985002 15.504699510200002 296.99113550545002 21.094950670800003 16.335381673600001 15.561419761650003 95.808582394800013 277.43684800215004 21.043187000650004 13.251069136700002 17.089764221050004 96.851704149400021 13.65531905435 17.323446153950005 17.684958644900004 12.165284239900002 195.30595290385003 7.2443465838000014 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=4 -2 3 8 5 -1 7 -7 -3 -10 -8 12 13 14 15 17 -14 18 -12 20 21 -20 -18 24 27 26 28 -24 -26 -13
right_child=1 2 -4 -5 -6 6 10 -9 9 -11 11 29 16 -15 -16 -17 22 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0033581402960091143 0.00067156588105445644 -0.037471754063289738 -0.0018637325655758413 0.037190006757410098 0.003806152894287749 0.0012742969445365898 0.00026684831273335671 -0.0077026452493335886 -0.094893199363453043 -0.050011714747469051 -0.07649373259869903 0.002156069869447537 0.094973792432020726 0.088745176563392009 -0.10068229688436113 0.087147189610257081 -0.080512067670588161 -0.10048591465200118 0.099217079883175907 -0.092423883760373221 0.09816775549719757 -0.10010564920118602 0.046462969224287533 0.070074947665550669 0.045390013654259154 0.10003097760912272 0.045212690952985933 -0.10007488021874383 -0.10002190241981185 -0.0010760720908879332
leaf_weight=0.55580839312204133 1.0289797300597809 0.012232659086188202 0.49879854125424572 0.016560320552088115 0.60510553427138702 0.53489133400035516 30.83168359497316 0.55703639393271942 0.011964500267437117 0.031804745444347304 0.019599102608642241 2.1055925799439095 0.012601220612026953 0.0065176177257814374 0.026242885505780578 0.010314217500754896 0.0039277642408981342 0.017889922890112375 0.0026636962319717119 0.0060661869090917744 0.010565140007656737 0.0029499346673713678 0.0011678917891558291 0.013348249065529671 0.0013733686338201628 0.0038574242098547993 0.0048655207647243515 0.0080080103095383492 0.0035831244288004882 7.3505790178599693
leaf_count=42 29 40 9 16 67 23 2220 57 42 46 42 105 12 106 9 43 45 80 12 79 10 48 143 19 261 15 13 67 121 213
internal_value=-6.05625e-07 -0.00175404 -0.00612238 -0.0353967 6.51166e-05 1.13351e-05 -3.34504e-05 -0.0033052 -0.0568613 -0.0622803 5.48834e-05 -0.000625041 -0.0169586 -0.0390663 -0.0477174 -0.0278746 0.026143 -0.0477353 -0.0251824 0.0200259 0.0621886 -0.00552601 0.00453012 0.0137564 -0.0191354 0.0226465 -0.00774489 -0.0814238 -0.0597305 -0.000356376
internal_weight=44.2966 1.60034 0.571361 0.0725622 42.6962 42.0911 41.5353 1.09193 0.0560019 0.0437692 40.4434 9.61171 0.155541 0.102809 0.0962911 0.0700482 0.0527326 0.059734 0.0418441 0.022245 0.0161788 0.00561363 0.0401314 0.0362036 0.0228553 0.0136794 0.00982201 0.0091759 0.00495649 9.45617
internal_count=4034 182 153 144 3852 3785 3743 80 128 88 3663 1443 1125 429 323 314 696 271 191 149 70 60 684 639 620 410 395 210 382 318
is_linear=0
shrinkage=0.1


Tree=482
num_leaves=31
num_cat=0
split_feature=15 5 5 16 16 16 0 8 4 16 16 16 10 16 16 0 17 15 16 2 7 5 6 0 17 2 3 2 14 16
split_gain=0.000445511 0.00109219 0.000709675 0.004369 0.00814818 0.00520787 0.0020195 0.00831089 0.0236877 0.00254971 0.00250785 0.0315033 0.00855823 0.0115239 0.00501817 0.00436727 0.00585907 0.00165904 0.00122926 0.00287649 0.000822074 0.00192953 0.000787113 0.0033988 0.0025479 0.00279315 0.00311157 0.00441093 0.00241567 0.0167338
threshold=46.683480308100009 25.322158499750007 22.649179082500002 12.604970524100002 9.719977270450002 9.2849782877000013 86.103248543850015 8.543332867800002 286.25887787650009 22.614947116400003 22.624947093000003 22.604947139800004 62.111448187750007 22.594947163200004 22.514947350300002 85.791387400750025 188.10488866565001 42.841315546000011 22.674946976100003 108.24034454255001 21.844899366700002 24.107645372150007 16.465384711100004 86.135510041400025 190.79440939600002 154.94328103605002 92.324340657750014 221.01224434660003 285.93967426180006 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 4 5 -1 10 8 -8 -9 11 12 13 14 -4 16 -14 -12 22 -20 -19 -22 28 -24 -25 -26 -27 -28 -5 -30
right_child=1 -3 6 18 -6 -7 7 9 -10 -11 17 -13 15 -15 -16 -17 -18 20 19 -21 21 -23 23 24 25 26 27 -29 29 -31
leaf_value=-0.10011675402532044 -0.0054080492239825658 0.00020464691579597861 -0.0025883443286157282 0.00011460938736602249 -0.10013521758252759 0.092148537111388762 0.05095068280755001 0.0033278928283502936 0.0038291955421927825 -0.0036771702260714719 -0.0019387376508009369 -0.10075146108710516 0.076566292047977172 9.8679196828250118e-05 -0.10043954164530258 0.10020859379727785 -0.10011116796975449 -0.00031340590223592518 0.0017594544402036534 -0.0083219559029577336 0.0081495725786903239 0.00092141892585090247 0.0042866954384963955 -0.0052330945089957837 0.00090283548589721206 0.0022061456792733685 -0.013228171170351598 -0.00036972357979524217 0.0022859351037086114 0.070459500194706759
leaf_weight=0.001972653870321194 0.51906477104746507 1.0440690299810684 0.0075936757702587112 25.57329201610154 0.011551801239836568 0.0049290609667655971 0.13004696988684883 1.0476207819301637 0.59373800462524495 1.0308991467463782 1.6227453910144047 0.033407734485820129 0.0046042298621302843 0.50248934711135007 0.016916138362830679 0.012357803643681109 0.0031688594737246806 0.86160929299512679 0.55907725281576748 0.57318505470539094 0.57609181430188972 1.0289278000323063 1.0985842394616998 1.5749744986533185 3.5969900510014554 0.52177979014777509 0.57004853908438213 0.50146202225687375 0.61723928924104399 0.038235243351664394
leaf_count=444 57 79 453 1328 410 39 30 23 59 21 84 38 78 5 15 3 10 7 40 41 24 31 44 21 53 15 20 25 516 21
internal_value=-9.81703e-07 -0.00165914 5.96971e-05 -0.000127985 -0.0487729 0.0371951 0.000944916 0.00306715 0.0122958 -0.000146461 -0.000328589 -0.00647908 -0.000722809 -0.00316721 -0.0701231 0.0632684 0.0045401 0.000544549 -0.000102501 -0.00334406 0.00217825 0.00351583 5.15539e-06 -0.000872371 -0.00171013 -0.0006411 -0.00412667 -0.00721048 0.000268253 0.00626265
internal_weight=44.2787 1.56313 42.7155 35.2433 0.0184535 0.00690171 7.47222 2.8023 0.723785 2.07852 4.66991 0.580538 0.54713 0.526999 0.0245098 0.0201309 0.00777309 4.08937 35.2249 1.13226 2.46663 1.60502 34.0926 7.86384 6.76525 5.19028 1.59329 1.07151 26.2288 0.655475
internal_count=4034 136 3898 3017 893 483 881 133 89 44 748 602 564 473 468 91 88 146 2124 81 62 55 2043 178 134 113 60 45 1865 537
is_linear=0
shrinkage=0.1


Tree=483
num_leaves=31
num_cat=0
split_feature=5 9 15 19 17 6 6 6 7 7 3 5 19 17 5 13 13 13 5 6 5 9 12 16 14 15 12 4 12 7
split_gain=0.000450363 0.00791973 0.00739406 0.00341403 0.00649816 0.00338013 0.004025 0.0025101 0.00186023 0.00328437 0.000826859 0.00322983 0.00469152 0.00327833 0.00268798 0.0256338 0.010233 0.0219116 0.00195123 0.00195555 0.00160787 0.0057513 0.00174199 0.000980102 0.000905985 0.00215906 0.00129411 0.00104278 0.00278828 0.0129914
threshold=13.264960807550002 201.97224908750002 16.701947052500003 12.050972309250001 239.21206428850002 11.755274660100001 8.4001962692500012 7.3351713851000016 22.671301016600001 21.844899366700002 81.105404879350019 16.569990495050003 12.751028791950002 199.72613295375004 14.582249945350002 107.18613720285002 101.53768667075001 101.32529847850002 16.903404623850005 14.060328517350003 17.679107616400003 202.37225149245003 93.660658182900008 15.344964116800002 162.62753922915002 35.098844929350008 100.25158460885001 168.01744813895002 114.64361763410001 22.589037079550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 9 -1 14 12 -12 -14 -2 16 17 -16 19 -13 21 -20 -22 -18 25 -24 -26 -28 29 -29
right_child=10 2 3 4 -6 -7 -8 -9 -10 -11 11 18 13 -15 15 -17 23 -19 20 -21 22 -23 24 -25 26 -27 27 28 -30 -31
leaf_value=-0.10010654150658682 -0.00036308724898466839 -0.0844732752367814 0.099484657295237616 -0.10003242298856341 0.078258541150622377 0.0016730674989577706 -0.084307001907389864 0.070094943155195683 -0.10004210794067842 0.061368027483772958 0.011155476574685902 5.9472454317052107e-05 -0.0054163382867838603 0.0057461791770997599 -0.10014295542182777 0.0001735011779386145 -0.063621290433537758 0.087841356288461167 0.010597809991434261 -0.004986386480570845 -0.0052788426659168648 -0.00053185606997503004 0.0072487218416267029 -0.10024713794390411 -0.0049456760577402115 -0.0017023294570503095 0.0044249382537345254 -0.00064659515589711328 9.7156764128131378e-05 -0.041867174590661353
leaf_weight=0.0019683266654789561 3.5764109081009137 0.0034408658552536045 0.016296798270243329 0.0029245133182485006 0.0067915289712345839 0.50648937104051583 0.010214808165692091 0.0036715939340141177 0.0025615060771907033 0.0034985099888409366 0.63698944602627605 1.5127810336522309 0.51530378894130968 0.53758508996270393 0.013373819854709867 0.50084624637383968 0.0091688302420607215 0.011560307975742035 0.65537705022143145 1.560218958831683 0.62544590995592031 1.5925454492735296 0.55450175282561065 0.035966652696174606 0.5305479941950314 0.52424044643703382 0.53188792963567522 0.51554926704339621 29.178203781090652 0.089772525781484092
leaf_count=39 225 194 17 41 32 8 61 28 665 55 41 14 19 32 84 3 32 4 49 44 143 41 70 73 31 25 20 70 1812 62
internal_value=-8.86088e-07 0.00282247 0.0532894 0.071512 0.0245932 9.40007e-06 -0.038441 0.00160308 -0.0297202 0.00322934 -3.69212e-05 0.000103905 0.00438133 0.000283031 -0.00138025 -0.00775212 -0.0644032 -0.012987 -8.69614e-05 -0.0025024 0.000126345 0.00271297 -5.22883e-05 -0.092807 5.01066e-05 0.00289875 -4.95158e-05 3.61716e-05 -4.2205e-05 -0.00675983
internal_weight=44.2661 0.557858 0.0294537 0.0260128 0.00971604 0.528404 0.0219147 0.0116999 0.00802834 0.00546684 43.7083 39.561 1.68988 1.05289 4.14733 0.570916 0.0700696 0.0249341 37.8711 3.073 34.7981 2.24792 32.5501 0.0451355 31.9247 1.07874 30.846 30.3154 29.7835 0.605322
internal_count=4034 1140 284 90 73 856 848 787 759 94 2894 2473 92 51 421 196 193 88 2381 58 2323 90 2233 105 2090 95 1995 1964 1944 132
is_linear=0
shrinkage=0.1


Tree=484
num_leaves=31
num_cat=0
split_feature=16 16 16 15 16 10 9 9 16 3 5 8 15 8 13 7 13 19 6 0 16 2 16 8 9 15 18 8 6 14
split_gain=0.0037775 0.00746235 0.0045407 0.000590399 0.00098839 0.000470656 0.000449967 0.00291897 0.00101762 0.0185125 0.0106436 0.00908567 0.0047574 0.00435049 0.00380026 0.00232112 0.00412319 0.00178414 0.00143005 0.00081652 0.00682328 0.0163743 0.0143069 0.0100783 0.000746243 0.000646978 0.000664332 0.000621067 0.00255584 0.00235511
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 18.946678378300003 14.184966829400002 81.320481529800006 186.68586460755003 185.44496129890004 22.634947069650003 93.181958801350021 21.633008747850003 7.8438787148500007 46.074827201850006 8.0437227585500022 106.92266830605001 21.844899366700002 105.33378955095002 13.851117550450002 5.3251244207000008 85.732241321850012 22.824946625350005 127.03026555610002 22.704946905950003 8.3434888241000014 66.346857137250012 23.844742694550003 11.284811422350002 8.543332867800002 16.545386580300001 168.39662374755002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 -2 7 8 9 11 -11 14 13 17 15 16 -6 24 -17 20 21 22 23 -8 -12 -26 -27 28 -21 -29
right_child=3 -3 -4 4 6 -7 19 -9 -10 10 12 -13 -14 -15 -16 18 -18 -19 -20 27 -22 -23 -24 -25 25 26 -28 29 -30 -31
leaf_value=-0.10009313265610012 0.0044208537071686125 -0.10012264058713632 0.091023187894888002 -0.0044255074778416607 -0.10008900178255656 0.00018447757807048417 0.038875850516085275 0.0076165221395076968 -0.00046222476615584944 -0.087203312212328105 0.055764723674282181 0.1000737477873323 -0.10018083384619364 0.10005938168841214 -0.10007836723714009 -0.028381583491279734 0.072991815059879048 -0.10003479495124071 0.076950966184674244 -7.6639938742253727e-05 -0.00021816916609790354 -0.10028853058877499 0.072854860669784152 -0.10023151028341058 0.034460984297565105 0.010947879682160391 -0.10001779859240877 0.0065433691564410826 -0.0048893067355717211 0.00024867720756599016
leaf_weight=0.0017142934952410612 0.53908805017399419 0.010288790545520718 0.0045234539907861304 0.50790934665409437 0.0031729714254524208 0.51067799677984638 0.0083061056357099927 0.57446028001140792 2.9344189870498667 0.020686882082372904 0.0026940921552522923 0.022822369515779428 0.0028492435085354364 0.0067776963114738473 0.002924432617646743 0.0015777767273081333 0.0024308014189955429 0.0016829079127731461 0.0070401569506053363 26.642950171894523 0.58122437974293462 0.023814290895330714 0.017307833477389067 0.013964161566754285 0.0016369441260710715 0.0010019971545762729 0.0011689170777469116 0.63187088342965481 1.151153196573431 10.017048519544401
leaf_count=455 158 435 40 99 36 97 6 53 65 12 29 14 5 4 10 140 12 69 39 1255 89 109 7 46 163 28 184 53 39 283
internal_value=-1.07713e-06 -0.0478013 0.0384995 1.67824e-05 -4.01805e-05 0.00235999 1.20128e-05 0.00108387 -0.000161697 0.0110771 -0.0384137 0.0587478 0.0182512 0.0408036 0.003741 0.0250895 -0.0250101 -0.00826479 0.0576666 -8.63589e-05 -0.00361593 -0.0347689 0.00465454 -0.0483489 0.0154882 -0.0130079 -0.048801 -2.71747e-05 -0.000275967 0.000622183
internal_weight=44.2492 0.0165265 0.00623775 44.2327 43.1829 1.04977 42.675 3.58735 3.01289 0.0784672 0.0384987 0.0399685 0.0178118 0.0149626 0.0171461 0.0142217 0.00560377 0.00818486 0.00861793 39.0876 0.644617 0.0633924 0.0395781 0.0222703 0.00650195 0.00380786 0.00217091 38.443 27.7941 10.6489
internal_count=4034 930 495 3104 2849 255 2750 863 810 745 494 251 482 477 237 227 48 473 179 1887 257 168 59 52 404 375 212 1630 1294 336
is_linear=0
shrinkage=0.1


Tree=485
num_leaves=31
num_cat=0
split_feature=16 16 16 5 9 19 17 3 5 7 5 5 6 15 18 18 6 17 9 12 9 18 2 16 16 5 13 7 10 7
split_gain=0.00340395 0.00675152 0.00405541 0.000559183 0.00947681 0.00532313 0.00719752 0.000676001 0.00261355 0.00385858 0.00205331 0.00175138 0.00141903 0.00130388 0.0150797 0.0287837 0.00691122 0.019008 0.0142648 0.0117737 0.00803305 0.0102733 0.00485408 0.00223738 0.0017354 0.0111452 0.0220821 0.0053748 0.0142464 0.00134119
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 13.264960807550002 197.02865361825005 12.050972309250001 239.21206428850002 81.105404879350019 16.569990495050003 25.454404031550002 14.582249945350002 16.903404623850005 14.060328517350003 28.504445985850001 14.738651916450001 14.85568425095 14.815346158200002 201.96256717700001 197.29115675710003 97.388883832800005 195.41812862360004 13.632440008000001 93.57193670880001 15.484963789400002 18.764956119400004 18.393720489900002 109.46594969745001 25.016749795550002 70.077349628250019 19.078733418100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -6 -7 10 9 -9 -5 12 -10 14 16 -16 -13 18 19 20 21 -18 -21 -17 25 26 -15 28 -27 -24
right_child=3 -3 -4 7 5 6 -8 8 11 -11 -12 13 -14 24 15 23 17 -19 -20 22 -22 -23 29 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.10008426776139628 0.00026571058874653335 -0.10011099223694808 0.089319938085133624 -0.00035568706121612195 0.099635372018854182 -0.10003237073431895 0.071413116342552693 0.0099482493021538082 -0.00017025725443050525 0.00013396948994046193 -0.0068513289331560258 -0.00058047477744136355 -0.0044669969603649577 -0.10027269351225883 0.093729340443528875 -0.02490046875208056 0.090764033540219571 -0.10054244095173681 0.09693711622956469 0.10015256895552337 -0.10095390147932182 -0.1002719628308304 0.016059806933802861 0.013082310911920192 7.2159996339837861e-05 -0.031910587098315256 0.052930305698373807 -0.0044947938157424904 0.079129265678184652 -0.10002088233595113
leaf_weight=0.0015512873240198519 0.52334175324180776 0.0093107107609753659 0.0041671983936257817 3.5632006785829153 0.015411922649946064 0.0039155043170921999 0.0065363944806904328 0.65610886830813697 1.5104667485575185 1.0286762214809639 0.56362031657101841 2.0476993852022134 1.564987293902959 0.03086303174228433 0.050998515781582543 0.033885335579554976 0.0073081846304033915 0.010024115654232446 0.031678488891699885 0.013143192855636698 0.01116062281653285 0.0045785940019413829 0.0048621672626132364 0.02859597569732486 31.938980094486212 0.020444346290645399 0.013533808058127761 0.50834269046072222 0.026571888543458044 0.0012515470720053656
leaf_count=455 386 435 40 117 12 46 34 60 13 31 145 118 44 67 11 16 55 6 29 5 2 4 184 27 1280 31 8 111 74 188
internal_value=-1.22569e-06 -0.0475841 0.0379391 1.49464e-05 0.00318594 0.0622754 0.00718598 -2.4932e-05 0.000102167 0.00395596 -0.00124283 -6.93308e-05 -0.00235671 0.00013291 0.0024637 0.0379838 0.000572814 0.0286846 0.046194 0.00819624 -0.0400259 0.0171801 0.0659103 -0.0075168 -2.79152e-05 -0.00535725 -0.0535707 -0.00150294 0.0308452 -0.00770323
internal_weight=44.2352 0.0150292 0.00571849 44.2202 0.549206 0.0258638 0.0104519 43.671 39.5442 1.68479 4.12682 37.8594 3.07545 34.7839 2.24519 0.11348 2.13171 0.0840069 0.0739828 0.0423043 0.0230474 0.0118868 0.0192569 0.0624813 32.5387 0.599756 0.0443968 0.555359 0.0470162 0.00611371
internal_count=4034 930 495 3104 478 92 80 2626 2364 91 262 2273 57 2216 645 54 591 473 467 438 61 59 377 43 1571 291 75 216 105 372
is_linear=0
shrinkage=0.1


Tree=486
num_leaves=31
num_cat=0
split_feature=16 16 13 12 2 18 18 7 7 19 19 18 16 18 15 18 18 16 10 9 7 2 2 19 7 7 8 13 6 13
split_gain=0.0030651 0.00610887 0.00363649 0.000572195 0.00147716 0.00296153 0.000543887 0.00554722 0.00166977 0.00545447 0.0666254 0.00973826 0.0220301 0.00740166 0.00798323 0.0177916 0.00869085 0.00540124 0.00253932 0.00274687 0.00161041 0.00112766 0.0191614 0.00417875 0.00405667 0.0157702 0.0114589 0.0045881 0.00107847 0.00113008
threshold=12.604970524100002 9.719977270450002 95.986020631400024 69.826413229550027 60.327272492300004 13.552878921100001 13.043896815850003 22.589037079550003 23.109894804950002 14.351157895250003 14.251149826300002 13.24088655595 20.784951395750003 13.314799198000001 40.94720173475001 13.065205089100003 13.254738337750002 19.284954903400003 70.389210771400016 30.083654287700003 23.150522195450005 111.23922738415001 125.56293566760002 14.451165964200003 22.516377366000004 22.181995028450004 8.3434888241000014 116.60649449195002 16.525386113000007 117.49368567500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 7 21 9 10 11 -8 17 14 15 -11 -17 18 -13 -20 -10 -6 23 -23 25 26 27 -24 29 -16
right_child=3 -3 -4 4 6 -7 8 -9 20 13 -12 12 -14 -15 28 16 -18 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.080438000914653585 0.0031934092148549163 -0.10010045054747579 0.096069637143984005 0.0016213536609481377 -0.00091888783419450499 -0.008810006947318462 -0.0024490962944470809 0.010044640869451137 0.0053979438955078386 0.0023764947100153549 -0.096081852632905751 0.049605279611565994 0.095862782544412106 -0.010224588717735947 -0.00010579036501907455 0.026408408438190284 0.079271901585438773 -0.10069136632869054 0.089916726632564337 -0.10023264672230381 7.7763363846368108e-05 0.09461315082825672 0.016494355023846892 0.023431923325508509 0.0017455274789934753 -0.10058993276868816 0.071524393561060162 -0.10027921799082591 0.0011096734501091032 -0.0067103621081680154
leaf_weight=0.0017500422258113916 0.55895231550402158 0.008425521720905646 0.0035048908147095048 0.53720553272615379 3.5052408790925371 0.55165124085215211 0.5245693023429151 0.60200244815709414 0.57886072111282416 0.51095048803836185 0.079602373571989293 0.0059062791556083738 0.030789308441399044 0.61962440017260823 0.50874880073860163 0.11275947047397494 0.042943087944877334 0.0085196616627172261 0.0010105057130189721 0.003061054725689516 33.277470631681403 0.026238658653378155 0.0057832548754319655 0.01202801955423638 0.50873080968993634 0.01871908833995839 0.016764898918154358 0.0080455597061455109 1.0211793973321617 0.52788731796085386
leaf_count=483 44 435 12 25 270 54 88 45 29 4 33 35 7 69 14 51 28 6 20 83 1797 58 176 7 8 13 16 72 14 38
internal_value=-4.63621e-07 -0.047327 0.0372876 1.41828e-05 -2.65317e-05 -0.00366352 6.65228e-05 0.00108069 -5.94928e-05 -0.00199233 -0.0103485 0.00154394 0.0440426 -0.000359474 0.00188414 0.0113946 0.0409883 -0.0422127 0.00771975 -0.0530402 0.000168725 -0.00023499 0.00378511 0.0722394 -0.000908998 -0.0282942 0.0159408 -0.0514441 -0.00119688 -0.00346904
internal_weight=44.2189 0.0136805 0.00525493 44.2052 43.6463 1.08886 42.5574 4.70355 37.8539 3.99755 0.653458 0.573856 0.0492868 3.34409 2.72447 0.666653 0.155703 0.0184975 0.00997784 0.00407156 33.8563 4.10155 0.59631 0.0382667 0.558044 0.0493128 0.0305937 0.0138288 2.05782 1.03664
internal_count=4034 930 495 3104 3060 79 2981 665 2316 490 272 239 151 218 149 83 79 144 138 103 1826 620 350 65 285 277 264 248 66 52
is_linear=0
shrinkage=0.1


Tree=487
num_leaves=31
num_cat=0
split_feature=12 2 18 12 12 18 4 4 4 4 15 5 7 15 0 12 9 18 18 7 9 2 7 6 10 5 3 5 0 7
split_gain=0.000468842 0.00118373 0.00238424 0.000496362 0.00110956 0.00321532 0.0208491 0.0134579 0.00889002 0.0067441 0.00115871 0.0389588 0.0245017 0.023573 0.0154459 0.0148513 0.0056549 0.00867547 0.00534617 0.00281833 0.00186177 0.00357262 0.00184867 0.0013515 0.0013369 0.0220144 0.0327347 0.0368482 0.0305124 0.0227754
threshold=69.826413229550027 60.327272492300004 13.552878921100001 107.96682590455002 115.02544258150002 15.205124517800002 169.88079978325004 180.08554717660002 173.45501498100001 176.42291680905001 23.908355817750003 16.078966488550005 24.940142267700004 20.903251014350001 97.878695155250014 157.60052306860004 203.36975145060003 16.049140492450004 13.154691941050002 24.638209564850005 188.63457064660003 97.254132369200008 22.695144739300002 11.805275828400001 62.837331883000012 19.925387549600003 86.589859465500012 21.089169479000002 90.767723400200012 23.032902590750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 5 6 -5 8 -8 -10 11 12 19 14 -14 20 17 -17 -13 22 21 -16 -6 -19 -12 -26 -27 -28 29 -29
right_child=1 3 -4 4 10 -7 7 -9 9 -11 24 18 13 -15 15 16 -18 23 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=0.0028800919934109572 0.001460807295194937 0.00078648244846607279 -0.0078905447118411097 -0.00093918979240715248 0.052292467537576152 -0.00020468533655846152 -0.079269611372326382 -0.10045983329101789 0.067758214348669507 -0.027730249747019448 -0.00021509200397617411 0.021256053014161891 0.094977922639425963 -0.095704624223364773 0.10004833393793736 -0.10014053284408593 0.00036080990150689352 0.027956124676533189 -0.10088894970802348 0.097146246932260649 -0.10035450149050558 -0.10031882726186446 -0.10006481659764017 0.10016101481692552 0.00019415342894534221 -0.088133405581866775 0.074790047368226059 -0.042122299494611964 -0.094555253415360585 0.055565829661244175
leaf_weight=0.55783383911265971 0.5366547060261968 7.463253503233644 0.55421882772688491 0.50057293468171815 0.0025362050737262045 2.0096940831295571 0.016154412052586054 0.03653874451533401 0.012798154266391748 0.017524150027345087 24.578086268947359 0.003900503009039726 0.017349408710622072 0.025756524708621553 0.0014603115851059547 0.0029952351029415977 0.5412810209124288 0.0032600048050046978 0.044072075648216399 0.029066543489702945 0.016170708471619832 0.0022781313720314778 0.0011609628128315119 0.012656371283810586 6.9154595830760828 0.02237310817886129 0.13490117545006797 0.035022221188087954 0.026796978829224827 0.074922668245562818
leaf_count=46 25 476 57 11 49 76 15 51 25 27 934 214 18 138 1 39 159 403 179 34 87 52 96 8 549 113 49 37 15 51
internal_value=-6.38257e-07 -3.74625e-05 -0.00329015 4.5932e-05 -0.000111598 -0.00210216 -0.00863645 -0.05505 -0.01935 0.0125726 4.72766e-05 -0.00396566 0.00239626 -0.00203509 0.00200307 -0.000777577 0.00223881 0.0559903 -0.0909577 0.0866861 -0.0856511 -0.0220514 0.00445013 0.085372 0.000136144 0.00133356 0.0281331 0.037709 0.00112715 0.0244479
internal_weight=44.1967 43.6389 1.09087 42.548 35.0848 2.59328 0.583588 0.0830155 0.0464767 0.0303223 32.4915 0.703944 0.655971 0.623208 0.597451 0.580102 0.560193 0.0189116 0.0479726 0.0327637 0.0199092 0.00373844 0.00369717 0.0159164 31.7876 7.20948 0.294016 0.271643 0.136742 0.109945
internal_count=4034 3988 82 3906 3430 205 129 118 67 52 3225 1477 1084 905 767 749 609 450 393 179 140 53 145 411 1748 814 265 152 103 88
is_linear=0
shrinkage=0.1


Tree=488
num_leaves=31
num_cat=0
split_feature=16 8 3 9 13 6 5 5 0 16 7 8 9 10 10 8 16 3 3 13 18 15 15 13 16 9 7 7 4 15
split_gain=0.000429898 0.0017479 0.000949327 0.0160171 0.00791899 0.00869677 0.00347008 0.00964801 0.000919838 0.000695126 0.000879474 0.00766599 0.00483672 0.0119096 0.0170246 0.00825643 0.00119791 0.000991788 0.00396344 0.00585695 0.00230147 0.00364862 0.00129494 0.00119696 0.00137345 0.00147319 0.00209129 0.00606609 0.00167056 0.00142875
threshold=22.704946905950003 8.543332867800002 93.910530954700008 187.45330412110005 117.62810858150002 16.505385645700006 22.692834890150003 20.971847224900007 85.764502819450016 22.674946976100003 22.545611589100002 8.543332867800002 188.63457064660003 61.923256118600001 62.165217350350012 8.0437227585500022 18.964955651700002 93.281431752200021 93.458869988800004 117.63886241405002 13.276755824150003 37.491361913600009 45.169600924000008 117.67112391160002 22.644947046300004 196.26893085885004 23.729953793150003 23.356162058950002 161.32746469610001 40.974857724300008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 7 -4 -1 10 11 12 13 -10 -15 16 -16 20 19 -19 21 -12 23 24 25 28 27 -27 -22 -28
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 17 -13 -14 14 15 -17 -18 18 -20 -21 22 -23 -24 -25 -26 26 29 -29 -30 -31
leaf_value=0.0040332403504046311 0.0043537773067067447 -0.0024534610840187352 -0.07108159476226851 -0.10019380608469829 0.082579473153252661 -0.094171418505370613 -0.00028565068569201611 0.10005835255495298 0.10014926987936067 -0.0035123545762321159 -0.00088715177303669984 0.041682778180442276 -0.0023846870948102607 -0.1005291283265855 -0.073172016554600469 0.10004563827178047 0.0049380252249514971 -0.012997559640262196 -0.00016904739435459157 0.0013258517294182015 -0.0064499052520651246 0.0073712130012417417 -0.0048031496270039761 0.0046901711900940585 -0.0048926102214900168 -2.565286938705892e-05 -2.7446026842705302e-05 0.01144560872370756 -0.00077240432950177393 0.0050832407259458895
leaf_weight=0.55628757351747893 0.94058097719243849 0.62975123730871019 0.0047455526849932853 0.016839640346218321 0.0033630266698310143 0.016162256117580043 0.51470277333480963 0.01076995803459839 0.016349007608348953 0.57523167840554279 1.0423161763510713 0.049008935646270402 0.51705518062226474 0.01176955079426989 0.0035395169834848139 0.012733152907458134 0.0044093003234593198 0.62800468170462209 7.2243768259551189 0.52342250064248219 0.56944256461933651 1.0991276826243845 0.56063612271873253 0.545252573734614 0.57151920194155437 1.5609690422024898 18.972121117296172 0.65417562770926441 5.766050323994274 0.56325313718917058
leaf_count=44 47 111 5 136 3 100 429 65 4 44 29 23 8 9 186 12 11 43 125 7 40 28 43 20 26 40 1232 38 1084 42
internal_value=-1.02843e-06 0.00162387 -6.09347e-05 -0.00412694 -0.00118424 -0.0637279 0.00111893 0.0477137 -6.11925e-06 -6.03031e-05 -1.17469e-05 0.00374172 0.000455628 0.0305496 -0.00451463 0.0501246 -0.0298435 -6.90417e-05 -0.00103749 -0.00648634 0.000185199 0.00335158 -4.26177e-05 4.87752e-05 -3.95343e-05 5.92204e-05 0.000450097 0.00336204 -0.00128271 0.000119908
internal_weight=44.164 1.57033 42.5936 0.566583 0.549744 0.0195253 0.530218 0.0155155 42.0271 41.4708 40.8955 0.614865 0.565856 0.0488005 0.0324515 0.020682 0.00794882 40.2807 8.3758 1.15143 31.9049 2.14144 29.7634 29.2028 28.6575 28.086 21.7505 2.21514 6.33549 19.5354
internal_count=4034 158 3876 738 602 103 499 70 3138 3094 3050 253 230 222 218 209 197 2797 175 50 2622 57 2565 2522 2502 2476 1352 78 1124 1274
is_linear=0
shrinkage=0.1


Tree=489
num_leaves=31
num_cat=0
split_feature=12 2 18 6 7 10 10 4 7 0 6 13 6 4 0 15 4 8 17 9 5 16 6 0 8 17 15 6 5 14
split_gain=0.000546059 0.000886698 0.00200041 0.000529842 0.00413747 0.016782 0.0235789 0.0166567 0.0110878 0.0120718 0.0121466 0.00542522 0.00449034 0.00353726 0.00163279 0.00114196 0.0025613 0.00191036 0.0260179 0.00254115 0.00180014 0.00363629 0.00155728 0.00150968 0.00134191 0.00120517 0.00106892 0.00622473 0.00353151 0.00230604
threshold=69.826413229550027 60.327272492300004 13.552878921100001 16.465384711100004 22.721067571950005 62.025417527550012 62.095317438950012 206.89997069860001 22.620600126450004 89.415428960600011 16.375382608200002 105.33378955095002 14.595341017800001 242.61610152800003 97.39208423365001 41.492094664050008 273.85977434290004 8.2435668022500028 187.77231677760003 193.67618212375001 23.545618314050007 22.794946695500006 16.565387047600002 86.135510041400025 8.4434108459500017 188.19076296340003 42.493282152450007 16.405383309150004 22.649179082500002 285.93967426180006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 7 -7 -3 9 10 12 14 -8 -9 -11 16 17 18 -5 -19 21 -17 23 -21 -22 -26 28 -28 29 -6
right_child=1 3 -4 15 26 6 8 13 -10 11 -12 -13 -14 -15 -16 20 -18 19 -20 22 24 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0031056792103076052 0.0015044325946067529 -0.077409503651034328 -0.0070532049488942969 -0.00041327798481171382 4.2307467075824686e-05 0.093081106096095489 0.046330461366171256 0.098705435668768826 -0.0542989396835247 -0.1000575329411429 0.098053178195233015 0.09820194985238119 -0.10033164170708826 0.0059131782244166197 0.040021822310955968 0.0092173211365545304 -0.0076599900509286669 -0.0075052196922608134 0.069133587315629769 0.00066277338664160672 0.001476522634926635 -0.0018398218509015061 0.0020380180500845836 -0.0027479471915919924 -0.00057723179140032992 -0.0060571753818249169 -0.010719076316620717 0.0013576352167040302 0.0082330393616142118 0.0060779511865091777
leaf_weight=0.5587319275173418 0.53647916453884537 0.030690603150501136 0.55651527628941722 1.0222171363844799 24.308335449344302 0.045295653086213861 0.0025250676214538812 0.0073389982982732241 0.024241477458915028 0.0018989335410276578 0.0056271689782079184 0.020207948580434731 0.012048949402449188 0.0093316742518906176 0.0014811572605155088 0.64705668724491239 0.56175292716736436 0.59827080566901703 0.056779801379889139 2.0406351467390778 2.0957703239439036 0.55042733950540423 1.5916539839956216 3.5648491967003793 1.3808198724632861 0.5657562358125573 0.58762499822626013 1.5594323612703886 0.55946457407763972 0.64994813418006359
leaf_count=46 25 24 57 358 1417 23 34 10 37 99 7 21 100 37 67 39 136 42 16 20 74 7 118 28 33 48 114 45 25 927
internal_value=-6.87588e-07 -4.05006e-05 -0.00285282 3.18228e-05 0.000288244 0.0162882 0.03718 -0.0337019 -3.95716e-05 0.0299981 -0.0267381 0.078588 -0.0749212 0.0467635 -0.0386747 -0.000454348 -0.00111168 -0.000697167 0.00324647 -0.00124302 0.000729404 0.00413487 -0.00072247 -0.0015063 -0.000279413 -0.00216993 0.00019531 -0.00194762 0.000375616 0.000199484
internal_weight=44.1532 43.5945 1.09299 42.5015 27.8255 0.160688 0.113326 0.0473613 0.0680307 0.0437892 0.0202012 0.023588 0.014574 0.0166707 0.00338009 14.676 9.43616 8.87441 1.079 7.79541 5.23983 1.19748 7.19714 5.60548 4.04235 1.94658 27.6648 2.14706 25.5177 24.9583
internal_count=4034 3988 82 3906 2987 459 388 71 365 328 141 187 134 47 166 919 718 582 374 208 201 46 166 48 155 81 2528 159 2369 2344
is_linear=0
shrinkage=0.1


Tree=490
num_leaves=31
num_cat=0
split_feature=12 12 8 13 10 16 17 10 8 19 5 16 10 0 17 17 2 6 8 8 6 15 13 16 9 6 15 5 9 14
split_gain=0.000442993 0.000904694 0.000543721 0.00461195 0.0125854 0.00644558 0.00450764 0.00887052 0.000930961 0.00128252 0.00374185 0.000809896 0.00100498 0.00184757 0.00385798 0.00263934 0.0029275 0.0342236 0.0124638 0.00249509 0.00140883 0.00128716 0.00148463 0.00497702 0.00588463 0.00123728 0.00101982 0.0030907 0.000875866 0.000850777
threshold=69.826413229550027 81.514192512750014 8.8430989333000021 117.67650082785001 62.55235532115001 20.574951886800005 205.45998821870003 67.940025414550021 8.7431769115000026 14.151141757350002 23.545618314050007 22.764946765650006 61.987779113750001 86.479632682150012 190.25644477395002 188.19076296340003 101.78954948125002 16.465384711100004 8.0437227585500022 5.9453602998000008 16.485385178400005 46.683480308100009 117.55283175385001 22.604947139800004 193.42660545270004 16.665389384150004 42.246988155050012 24.218679034200004 200.52256857420005 241.71484286130001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 8 4 -4 6 7 -6 11 -10 -11 12 13 14 15 16 -3 -18 19 25 -15 22 26 28 -25 -19 29 -28 -24 -14
right_child=1 2 3 -5 5 -7 -8 -9 9 10 -12 -13 21 20 -16 -17 17 18 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.002800856854987105 -0.004043320006789251 -0.00074536612201204274 -0.10048966281337586 0.00048073500317700367 0.095827031462074067 0.015980658097853713 -0.10028798731419977 -0.10026702830450995 1.9269075453669118e-05 0.010009038873626391 -0.001803309794524807 0.0035996697817312867 0.00046860132430276072 0.0035343187354356879 -0.010000140943034449 0.0050222527933729008 -0.00080348539637268158 0.021541751513721202 -0.10078583255585681 0.10009523347942031 -0.0016398321617623571 -0.0047943575154470591 0.0014491296818613898 9.6878124717576872e-05 0.014146723865356035 -0.10001415938510819 -0.0077218863562722425 0.0027359022985197616 -0.0019185355842972864 -0.00067587183219168371
leaf_weight=0.55764582033094612 0.55607774078960304 1.8824706207578055 0.017406966067467944 0.52530709316738466 0.0045738529835261943 0.045130391030397732 0.0098725653169822181 0.0046542620239904409 1.5164998289837961 0.57820249181531813 0.50013794128221889 0.59537872337386843 17.076845405301121 1.0792182784540645 0.6051486539797114 0.54865846851552857 0.51567489391954735 0.0026848122195950444 0.049325711188503263 0.0034802129048330244 1.0270159882493315 0.53043652073614467 1.5662831441859446 0.57427097962772655 0.61991310049302228 0.0012169044339946922 0.62809154393782651 0.51376661057292949 1.5234646689496001 10.482537789143725
leaf_count=46 70 73 20 61 30 33 13 11 15 26 21 31 1217 31 60 23 45 110 19 9 10 79 31 34 65 227 74 8 12 1530
internal_value=2.08379e-07 -3.56254e-05 1.6169e-05 -0.00295569 -0.0250677 -0.00462793 -0.0533211 -0.00307433 5.86896e-05 0.00189398 0.00453043 -6.08879e-05 -0.000116442 -0.00134215 -0.0027158 -0.00124814 -0.00264958 -0.0089122 -0.0826494 0.0385374 0.00101136 9.25581e-05 0.000171145 0.00190766 0.0073903 -0.0163703 -8.80469e-05 -0.00301652 -0.000211368 3.32874e-05
internal_weight=44.1414 43.5837 43.0277 0.606945 0.081638 0.0642311 0.0191007 0.00922812 42.4207 2.59484 1.07834 39.8259 39.2305 5.71489 3.60866 3.00351 2.45485 0.572383 0.0567076 0.00738193 2.10623 33.5156 32.9852 4.28393 1.19418 0.00390172 28.7012 1.14186 3.08975 27.5594
internal_count=4034 3988 3918 168 107 87 54 41 3750 62 47 3688 3657 607 566 506 483 410 365 346 41 3050 2971 142 99 337 2829 82 43 2747
is_linear=0
shrinkage=0.1


Tree=491
num_leaves=31
num_cat=0
split_feature=5 18 3 7 7 12 6 6 15 18 15 5 6 2 13 5 14 16 19 4 4 2 15 5 19 13 0 4 7 6
split_gain=0.00058298 0.00604588 0.00647024 0.00107457 0.005803 0.00488699 0.00386229 0.00145835 0.000654735 0.00338507 0.000859798 0.00464113 0.00122406 0.00184874 0.00243388 0.00181151 0.00180521 0.0146804 0.00833597 0.00549456 0.00388153 0.00200554 0.00498823 0.00483941 0.00349558 0.00678578 0.00849543 0.00342705 0.00370471 0.00275835
threshold=25.568932055400001 13.4793103924 92.913112988300014 21.725272673150005 20.752538901500003 69.826413229550027 21.760508430800005 17.475408310100004 45.169600924000008 13.3584252364 42.713473568600008 23.545618314050007 16.465384711100004 176.84505046235003 117.69263157665002 22.649179082500002 285.93967426180006 22.624947093000003 14.651182102100002 288.78964636655002 287.29288006360008 200.74412770730004 26.135540888150004 16.272347371850003 14.351157895250003 109.96062599345002 96.851704149400021 393.99831167250005 25.818239331450005 12.165284239900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 4 5 -2 7 -7 10 -10 12 -12 15 -14 -15 16 -1 18 19 20 -18 22 23 -21 25 26 -23 28 -28 -30
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 11 -13 13 14 -16 -17 17 -19 -20 21 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=3.2079914606085754e-05 -0.10016334911314875 0.099857473401902097 -0.011025352961520851 0.0020628206807321108 -0.10017069995690986 0.011993259016876085 0.1000521161667626 -0.1001331335322963 0.00034187527059009596 -0.0082926254682044748 0.0094869663626780121 -0.00026749427128344038 -0.00052654287064425847 -0.0090087610799709106 0.00025383588437462431 0.0058762464985619156 0.0076553587278378916 0.066284829133004944 0.067067087412297971 -0.074370462841686941 0.092333044326589508 -0.10018232410427264 -0.10037551038022299 0.095174593315099698 -0.0036651664191305194 0.079277553305298953 -0.10004892203493905 -0.10004541197709271 -0.011997717105364064 0.078882894728609654
leaf_weight=26.049739578023058 0.0032028770335700276 0.012953081361368968 0.0088635040741910087 0.51842924168295745 0.0064965459747092771 0.0065965882204412907 0.0056880617630667993 0.0014074616391298589 2.0505215443518732 0.58316667326745619 0.6084039202475674 2.4600790998244975 9.4507884601308891 0.62191298059542421 0.52161561025866376 0.56652366334100435 0.011086037474787092 0.037292000793968327 0.018882009433582425 0.0030127049489812041 0.010579173755623561 0.0068510688110419151 0.0068563052482204512 0.0038159091804290668 0.51416783037711866 0.01537006463331636 0.0016939561627780089 0.0018937127324049055 0.0045340495747948619 0.012678195344960841
leaf_count=1783 10 14 33 46 30 241 4 164 66 94 62 44 287 62 25 80 31 34 7 112 23 155 18 7 29 13 51 316 171 22
internal_value=-3.80634e-07 0.00319509 0.0548087 0.00111686 -0.0198487 0.0110372 0.0370493 -0.00772346 -4.17266e-05 -0.00157003 5.6619e-05 0.00166657 -7.38672e-05 -0.000986048 -0.00478367 0.000280578 0.000161841 0.00537254 0.00165736 -0.000427003 0.0490037 -0.00230294 -0.0401233 0.0203733 -0.00137405 0.0260083 -0.00360194 0.0282097 0.0410562 0.0549431
internal_weight=44.1251 0.563637 0.0218166 0.541821 0.0233915 0.016895 0.0136921 0.00800405 43.5615 2.63369 40.9278 3.06848 37.8593 10.5943 1.14353 27.265 26.6985 0.648713 0.611421 0.592539 0.0216652 0.570874 0.0136849 0.00682861 0.557189 0.043021 0.027651 0.0207999 0.0189062 0.0172122
internal_count=4034 542 47 495 449 419 409 405 3492 160 3332 106 3226 374 87 2852 2772 989 955 948 54 894 137 119 757 728 715 560 244 193
is_linear=0
shrinkage=0.1


Tree=492
num_leaves=31
num_cat=0
split_feature=5 18 0 7 7 12 6 7 3 15 12 12 8 8 19 5 3 2 5 5 6 5 17 7 7 7 9 18 18 7
split_gain=0.000477159 0.00527539 0.00607344 0.00093603 0.00526404 0.0043459 0.00357521 0.00132722 0.000626138 0.000572094 0.000558046 0.000861709 0.000652013 0.000803956 0.00104788 0.00305132 0.000809568 0.00251312 0.0118882 0.0599666 0.00256247 0.00546647 0.00201076 0.00206321 0.00165343 0.00182757 0.00282608 0.00154353 0.00528102 0.00131851
threshold=25.568932055400001 13.4793103924 86.756543869550015 21.725272673150005 20.752538901500003 69.826413229550027 21.760508430800005 19.506002767000002 108.40938565220002 26.912781836550003 69.826413229550027 81.514192512750014 8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 93.281431752200021 106.79778736115001 22.629964856950004 22.580289596950006 16.465384711100004 22.127107789600004 192.94032447935004 23.051546669900002 22.516377366000004 23.032902590750002 185.90443620030001 13.276755824150003 13.162733570450003 23.271765593750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 -3 4 5 -2 7 8 -7 -10 -1 -12 13 16 -15 -16 27 24 19 20 21 -19 23 -20 -18 26 -26 28 -13 -29
right_child=1 2 -4 -5 -6 6 -8 -9 9 -11 11 12 -14 14 15 -17 17 18 22 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0031179462146205851 -0.10014778618964129 -0.0099348684276797782 0.099784728300649828 0.0018591690811111208 -0.10015445799220285 0.035772047858119847 0.10004714955162497 -0.10012008191978945 -0.071163802626854136 0.023322038666575649 -0.003991192411931725 -0.00028622156104045023 -0.0033514187442804204 3.2555824455828927e-05 0.0090890461870449021 -0.0015910249153596714 -0.001168527443972225 -0.028496896590405215 -0.0067225368246227185 0.00015865176237915481 -0.087595923548831597 -0.10069676182706494 0.0047946604763739256 -0.00038060971194848369 0.00021001187123699061 -0.00022057642948852395 0.010395166878955661 -0.002397149048080572 0.010899015142763707 0.000156428465526776
leaf_weight=0.55345357735773504 0.0028985103864461728 0.0088533280859353081 0.011728559984873099 0.51773277017424402 0.0058792226548174389 0.0039988087059015243 0.0051470135222189137 0.0012849131275547432 0.0013846050886283656 0.001192918949577404 0.55540113403924252 1.5572652353498058 0.58173419305977248 1.5166353693348349 0.57424708566395544 0.50080869474879819 1.9758107854468177 0.026034335708184808 0.6163761011432779 0.50116521830204874 0.081811350355565082 0.017559542495362734 0.6010464925779776 3.0580371980686323 0.50676516676321648 1.003977246051363 0.5891308535792632 2.1927620236627794 0.57907616381061178 25.968004793190662
leaf_count=36 10 33 14 46 30 62 4 156 137 50 68 49 111 15 26 21 111 20 120 4 22 60 78 33 4 6 46 315 35 2312
internal_value=1.073e-07 0.00290028 0.0525887 0.00100474 -0.0193004 0.0105837 0.0352569 -0.0071633 0.010999 -0.0274343 -3.7186e-05 -7.77923e-05 -2.65886e-05 1.96098e-05 0.00172549 0.0041138 -9.29588e-05 -0.000926999 -0.00245258 -0.0153166 -0.0771613 -0.0575789 -0.000567358 -0.00144446 0.000907896 0.00286164 0.00568534 0.000154186 0.00274565 -4.2408e-05
internal_weight=44.1172 0.560101 0.0205819 0.539519 0.021786 0.0159068 0.0130083 0.00786125 0.00657633 0.00257752 43.5571 43.0036 42.4482 41.8665 2.59169 1.07506 39.2748 8.97771 4.90203 0.62657 0.125405 0.0435939 4.27546 3.67441 4.07568 2.09987 1.0959 30.2971 2.13634 28.1608
internal_count=4034 542 47 495 449 419 409 405 249 187 3492 3456 3388 3277 62 47 3215 504 337 106 102 80 231 153 167 56 50 2711 84 2627
is_linear=0
shrinkage=0.1


Tree=493
num_leaves=31
num_cat=0
split_feature=7 7 18 10 17 17 10 7 13 4 7 9 8 5 17 5 7 14 9 9 9 4 2 9 2 14 2 9 17 17
split_gain=0.00049246 0.0100164 0.0331453 0.00824396 0.0074146 0.00958234 0.00990263 0.00430944 0.00284157 0.00223981 0.00208007 0.00386617 0.00650988 0.00296111 0.00562767 0.00211487 0.0014567 0.00177167 0.00148883 0.00170674 0.0014886 0.00435206 0.00298155 0.00296453 0.00251391 0.00230557 0.00114488 0.00107351 0.00208128 0.0046684
threshold=22.721067571950005 22.620600126450004 13.043896815850003 62.041548276350007 188.64489188380003 190.25644477395002 62.165217350350012 22.671301016600001 115.68166489510001 158.72209390785002 23.109894804950002 195.30595290385003 8.7431769115000026 22.53967987815 189.19102531915004 24.107645372150007 23.150522195450005 137.67556691715004 195.10791980860003 194.31002311890003 197.55459634620004 156.01728445355005 146.27443143485002 197.90890142995002 59.023942917950002 278.23408957510009 67.858768990950011 200.84017322135003 196.80409074510004 186.81084395895002
decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 -5 -8 -6 11 13 -13 14 -2 -15 -12 -18 19 26 22 -22 -20 -23 -25 -24 -19 28 29 -26
right_child=10 2 3 7 5 6 8 -9 -10 -11 16 12 -14 15 -16 -17 17 18 20 -21 21 23 25 24 27 -27 -28 -29 -30 -31
leaf_value=-0.00025112686960474526 -0.0037243832169918493 0.09777391739291677 0.02209848041270366 -0.089224552127811219 0.10010494894353211 -0.033090150384295192 0.017952505989550976 -0.0150937066151504 0.098988112471439127 0.048370016328230125 0.0051208120944762799 -0.014219616036305541 0.00092117051390412132 -0.00799153161653114 0.010236331944983716 -0.00035505747941060251 0.03569587590097234 -0.0053148664294271836 -0.0039928810441268231 -0.0068096819068694178 0.035613916356635432 -0.0071613219839589022 0.0073047186395601947 -0.10001955877820445 -0.00083340980781461838 0.0012986702608486381 -0.00035579982653049326 -0.00021149872608480021 -0.00098986591531625284 0.0058517088545666446
leaf_weight=4.6349151112157232 0.55295272236193904 0.04384698965895939 0.028783908257537405 0.015621415994473864 0.014631969796027752 0.030538184290598736 0.0080659099333511147 0.015746815377461587 0.0093355281969706994 0.019548953430630012 0.57379933730117372 0.61281233570859661 0.52919959087632051 0.56566531784756069 0.6043033751880087 1.0105182721881529 0.013930593617259457 0.52418676165992728 0.60749581458731272 0.54779850603510727 0.03436968804453755 0.56465483340434985 1.0884807480513248 0.0025044845096989779 2.0156446256735085 1.548285797701652 4.1611521233324229 18.994382952841502 2.55776366599639 2.1683214440967049
leaf_count=934 33 16 20 11 7 32 38 32 7 37 30 53 27 29 47 27 2 19 49 91 7 22 23 23 27 32 917 1321 64 57
internal_value=-4.26775e-07 0.000953414 0.031651 -0.0165482 0.000276606 0.0300621 0.00121813 -0.052011 0.0614265 0.0705164 -0.000117502 -0.00231698 -0.00720349 -0.000275434 0.00356571 -0.00309566 0.00012327 4.09365e-05 2.66698e-05 -0.00152812 0.000301717 5.27482e-05 0.0023229 6.28152e-06 0.000163525 0.00377802 -0.000910611 0.000173274 0.00125735 0.00263112
internal_weight=44.0993 4.82103 0.103999 0.0601521 4.71704 0.0821205 0.0479396 0.0313682 0.0174014 0.0341809 39.2782 3.87545 1.14201 2.73344 1.15726 1.57618 35.4028 34.829 34.815 5.23314 29.5819 26.3376 3.24426 26.3033 25.7386 2.63677 4.68534 25.7361 6.74173 4.18397
internal_count=4034 1134 79 63 1055 121 77 43 45 44 2900 216 80 136 80 56 2684 2654 2652 1027 1625 1521 104 1514 1492 55 936 1469 148 84
is_linear=0
shrinkage=0.1


Tree=494
num_leaves=31
num_cat=0
split_feature=19 2 12 12 18 2 13 18 2 16 6 18 0 9 6 6 8 9 18 17 9 16 9 6 6 5 18 13 18 15
split_gain=0.000486329 0.0011254 0.000598795 0.000659198 0.00189573 0.000641036 0.00416857 0.0134012 0.00696453 0.0106151 0.0133844 0.0068437 0.00618156 0.00793764 0.0046404 0.00453732 0.00390049 0.00383608 0.00375585 0.00310369 0.00301451 0.00255808 0.00232344 0.00230906 0.00218052 0.00198685 0.00178463 0.00144134 0.00313978 0.00221213
threshold=14.651182102100002 156.81164617195003 69.826413229550027 82.696898122450008 13.552878921100001 173.34516805710004 116.19247193985002 15.504699510200002 296.99113550545002 21.094950670800003 15.815369523550002 15.706391932950002 95.808582394800013 197.29115675710003 13.835323260100003 13.65531905435 8.2435668022500028 198.49982034990003 17.323446153950005 208.69550386965003 190.73543849905005 17.684958644900004 70.31345721160001 14.980350013450002 12.165284239900002 12.914222276400002 19.424700258350004 117.38883580790001 13.820816557100002 36.346245650200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -5 7 8 9 10 12 -9 13 20 15 18 17 -15 25 -10 22 24 -7 -18 26 -13 -20 29 -29 -8
right_child=1 -3 3 5 -6 6 27 11 19 -11 -12 14 -14 16 -16 -17 23 -19 21 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0032180890549827639 -0.0012252758077913447 0.0051651454921683698 0.0017505662895525886 0.00020042166695870747 -0.0066320455578782744 0.07828272107024592 -0.00014748640667775517 0.072827348233360886 -0.060005055661665113 -0.10066221680986101 0.07000659455945317 0.044299575263653322 -0.10042228761357225 0.037543673576845044 -0.10006381483533922 0.10002653831348624 0.0097400248078130299 -0.10016291654448733 -0.10001682717502923 0.10001226195420512 -0.10052057664390589 0.10002596327652168 -0.10018535256158945 0.097549754595267088 0.049767574777131625 -0.10005662976672035 0.049565989614839198 -0.00052507984784425858 -0.0080729036987554417 0.0070837189935815774
leaf_weight=0.55252923226655681 0.53386717412831675 0.56960701882871945 0.52775426063030006 30.694367468863561 0.55192677877807661 0.0019072372882007619 1.5162958000943612 0.018956447448708058 0.0016087925706256686 0.025678270438220352 0.012130465794821355 0.0011744482612943133 0.015147377458816835 0.0037764168991998304 0.0043786778447270072 0.0046762102283537379 0.0060076536825377502 0.0043566467600157921 0.0028485528528882642 0.0049159418344029149 0.012256768586667022 0.0031733015621284721 0.0011812923914465978 0.0059711767753469758 0.0035564677673391998 0.0050666231527130012 0.0011077814697558197 7.8241959168292325 0.5928951652757205 0.58675234131806053
leaf_count=42 35 42 25 2235 58 55 61 37 88 9 51 139 80 4 33 6 41 40 165 20 10 15 32 4 13 71 217 252 107 47
internal_value=5.14641e-07 0.00207342 -5.26973e-05 -9.52859e-05 -0.00253458 -3.16008e-05 -0.000699685 -0.0178492 -0.0391448 -0.0465026 -0.0243343 0.0271402 -0.0469489 -0.024105 -0.00619309 0.0128331 0.017224 -0.0362218 -0.0112545 0.0605571 -0.0782717 0.0247438 0.0100227 0.0535112 -0.00705438 -0.0728916 -0.0581333 -0.000471663 -0.00105674 0.00187003
internal_weight=44.0901 1.10347 42.9866 42.4341 1.07968 41.3544 10.66 0.139877 0.094938 0.0884133 0.062735 0.0449385 0.0506046 0.0354572 0.0259821 0.0216034 0.0201119 0.00813306 0.0169272 0.00652473 0.0153453 0.0106861 0.00308853 0.0119788 0.0075128 0.00624107 0.00395633 10.5201 8.41709 2.10305
internal_count=4034 77 3957 3915 83 3832 1597 1130 434 326 317 696 266 186 659 626 89 44 620 108 97 410 87 45 395 210 382 467 359 108
is_linear=0
shrinkage=0.1


Tree=495
num_leaves=31
num_cat=0
split_feature=6 6 15 9 9 5 16 9 17 9 18 19 10 13 15 9 18 9 16 17 5 7 16 3 14 16 14 6 15 19
split_gain=0.000429494 0.00110424 0.00569938 0.0429154 0.0108252 0.00217366 0.00302871 0.00543292 0.00147185 0.00103169 0.0131513 0.0187371 0.0133892 0.00628832 0.00183876 0.00473347 0.00588724 0.00197167 0.00259856 0.00181368 0.0049203 0.00167586 0.00127157 0.00108191 0.000920651 0.00950794 0.0121449 0.0105137 0.0081112 0.00472737
threshold=16.465384711100004 16.405383309150004 42.246988155050012 205.22231928645002 191.29995577870002 21.042547594650003 22.624947093000003 204.99169312540002 189.31157886915003 190.49354742400001 12.993189857450002 14.351157895250003 61.977025281250008 117.70876232545002 41.29990759910001 197.29115675710003 13.112573650350003 197.55459634620004 22.614947116400003 192.77618096940003 24.041678002600005 23.478650568600006 22.604947139800004 93.69276584615001 285.93967426180006 22.644947046300004 297.17785921625006 14.935348962050002 26.583493790300004 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 24 4 -4 -3 8 -8 -7 10 -2 13 -13 -12 15 16 -11 -17 21 23 -21 -19 -22 -16 -1 26 27 28 -26 -28
right_child=9 5 3 -5 -6 6 7 -9 -10 14 11 12 -14 -15 19 17 -18 18 -20 20 22 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=5.0827677590466889e-05 -0.00015422473905121658 -0.0027641258500824654 -0.015423085851042691 0.00074639365314461558 -0.099126457082179695 0.0058280147252898346 0.013247613443470453 -0.00085891125227041177 0.00024854303677990442 -0.00022264101772362751 -0.10087182043847778 0.0051038386397589987 0.077271649877375781 0.042673087684851271 -0.0033635381612178885 0.0050962698789811904 -0.01464457954471686 0.0020862107552240116 -0.0079154762912467657 0.010617055219252474 0.0027775389445544698 -0.0019422811299259586 -0.0041378619347078403 0.00054419185908325849 0.051065220819902515 0.063165117498864623 -0.00038420948334417994 0.10007475637985147 -0.10028828926433744 -0.04700465804924369
leaf_weight=21.887574493150183 2.9314265822449026 1.0458692849788329 0.020818830577561953 0.5270542868110013 0.059922985359766923 0.54474692168228944 0.60535439692556614 0.4973087318448961 3.5798193245803747 0.53709761805657741 0.012519353445872627 0.042821367042506608 0.064327195510776036 0.0040355590262493015 1.0719181811582532 0.52367443218827237 0.5984161020082297 1.5626588140364654 0.53879817191602786 0.59147091055638146 0.5198585099904276 3.0446351779887664 0.5442689617183305 2.0898025199461188 0.0089943757325803286 0.025977737561333925 0.5450929579833953 0.022347102348248882 0.0058396830020228671 0.022654312080703676
leaf_count=1696 401 46 17 51 59 25 39 6 102 17 79 29 26 9 23 3 37 82 63 21 14 56 48 55 104 33 841 9 20 23
internal_value=1.0316e-07 0.000220666 -9.85257e-05 -0.00965398 -0.077544 0.00139739 0.00223003 0.00688547 0.000985445 -0.000441682 0.00119356 0.0331323 0.0484302 -0.0658802 -0.000871524 -0.00192978 -0.00782301 -0.000749512 -0.00134439 0.000623441 0.00330485 -0.000575935 -0.000759479 -0.000780646 0.000159386 0.00392551 0.00138155 0.0567499 -0.0085177 -0.00224446
internal_weight=44.0771 29.3994 23.1263 0.607796 0.0807418 6.2731 5.22723 1.10266 4.12457 14.6777 3.05513 0.123703 0.107149 0.0165549 11.6226 6.80528 1.13551 5.66977 5.14609 4.81732 1.6556 4.60729 1.06413 3.16172 22.5185 0.630906 0.604928 0.0371812 0.0148341 0.567747
internal_count=4034 3071 2853 127 76 218 172 45 127 963 544 143 55 88 419 258 54 204 201 161 83 138 62 78 2726 1030 997 133 124 864
is_linear=0
shrinkage=0.1


Tree=496
num_leaves=31
num_cat=0
split_feature=19 2 16 2 13 18 18 2 16 6 10 17 4 3 5 6 17 14 4 6 5 6 9 18 10 13 9 3 8 6
split_gain=0.000419893 0.000855472 0.000548658 0.000639276 0.00352431 0.0114397 0.0064121 0.00619841 0.00952626 0.0121458 0.00610677 0.00428975 0.0046748 0.00487799 0.00658372 0.00292327 0.00278999 0.00252851 0.002998 0.00498128 0.00517911 0.00203887 0.00393626 0.0017874 0.0015882 0.00365192 0.0030703 0.00288788 0.00354464 0.00156911
threshold=14.651182102100002 156.81164617195003 22.764946765650006 173.34516805710004 116.19247193985002 15.504699510200002 15.561419761650003 296.99113550545002 21.094950670800003 16.285380505300001 65.611820673600008 187.77231677760003 277.43684800215004 83.705143891500015 20.016397659050003 14.980350013450002 208.69550386965003 285.93967426180006 325.47117591905004 13.65531905435 13.8160216159 16.535386346650004 206.57490536735003 16.587089536200001 62.025417527550012 117.46680109370001 197.63955579655001 93.431985407450014 8.7431769115000026 12.165284239900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 7 -7 8 9 10 -5 15 -13 -14 -15 -12 -9 -8 19 20 -19 24 -23 -20 27 -26 -27 28 -6 -25
right_child=1 -3 -4 4 21 6 17 16 -10 -11 11 12 13 14 -16 -17 -18 18 23 -21 -22 22 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.00013258409046009557 -0.00094160392620785841 0.0046329314747581918 0.0029309610050438934 0.055202055222845561 0.010508166277808609 0.0936024686919813 -0.071785324306645693 -0.055795978806121527 -0.10057160591208228 0.082635618390867166 -0.1000120111827717 -0.10044628627049873 -0.10027678489421006 0.056738424702711288 -0.10009348321436243 0.10005306084515925 0.10001081410759274 0.048556745905211821 -0.082110670276399983 0.094537168583679207 -0.10005588559811399 -0.010511726248391577 0.001639963112121699 -0.038169800183864254 0.0013782423661546379 -0.0021051283210128456 -0.010443004900959252 -0.00025083861569735299 -0.00071319399439495905 0.075579486473137225
leaf_weight=31.733192860478908 0.5348718225277469 0.56723358304236626 0.60897645498744069 0.005507913098886221 0.64806110567223896 0.010424759404300765 0.003948256669928373 0.0015493563710322752 0.022589766478631645 0.0090189944978487091 0.0010003312500717057 0.019844201521550531 0.0065970084363704542 0.0083304564512243218 0.003943987368408842 0.0027059658896178007 0.0044508948167525375 0.0058636083724425969 0.0040746769271041705 0.0082822672692657306 0.003907852548213242 0.55769295529678931 0.5106568249175325 0.0030653282080202737 2.6130404256983861 2.0322629176733527 0.56426445495767996 3.0641718499618893 0.49768380909517873 0.0020065393977120038
leaf_count=2304 35 42 95 26 60 12 27 88 9 45 94 21 41 14 74 2 20 155 84 13 32 72 6 362 75 50 59 103 3 11
internal_value=1.74754e-07 0.00192751 -4.92728e-05 -9.21293e-05 -0.000763906 -0.017315 0.0257167 -0.0382292 -0.0456227 -0.0238263 -0.0438593 -0.0567211 -0.06656 -0.030927 0.00634567 0.0460554 0.0597791 0.00299677 0.0138518 0.0374824 -0.0108772 -0.000563307 -0.00470338 -0.032791 -9.37431e-05 -0.00126102 -0.00391707 0.00135071 0.00563388 0.00683185
internal_weight=44.0592 1.10211 42.9571 42.3481 10.6149 0.127112 0.0415733 0.0855389 0.0795386 0.0569489 0.0479299 0.042422 0.0387157 0.0188715 0.0122744 0.0037063 0.00600025 0.0311485 0.0272003 0.0180537 0.00977146 10.4878 1.06835 0.00914654 9.41948 5.20957 2.59653 4.20992 1.14574 0.00507187
internal_count=4034 77 3957 3862 1558 1130 696 434 326 317 272 246 150 129 88 96 108 684 657 200 187 428 78 457 350 184 109 166 63 373
is_linear=0
shrinkage=0.1


Tree=497
num_leaves=31
num_cat=0
split_feature=9 15 15 9 9 0 5 8 5 5 14 6 12 7 18 18 7 15 6 3 0 0 19 16 5 3 3 18 17 2
split_gain=0.000372516 0.00112169 0.0006265 0.000611902 0.00259332 0.00147339 0.000647629 0.00606075 0.00201882 0.00124715 0.00515786 0.00784754 0.00117591 0.00104864 0.00455704 0.0067746 0.0574793 0.00968193 0.0176368 0.00271803 0.0155163 0.00926232 0.00363507 0.00265454 0.0220674 0.018021 0.0218343 0.00729326 0.00506754 0.00279949
threshold=219.96883426190004 11.939171177750003 35.098844929350008 214.31567825310003 211.36251378275003 95.050437202000012 16.569990495050003 8.0437227585500022 16.903404623850005 17.679107616400003 161.40546423680004 13.865323961050001 93.660658182900008 24.384659815400003 14.329845562450002 13.893471991850001 23.974509389900003 31.504255087500002 16.315381206250006 84.285850847650025 93.953546284800012 94.047642319350018 13.551093343600002 22.514947350300002 21.454033346250004 89.805255389500005 89.125075482450015 13.777522434500002 198.89195247110004 72.043920985000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -5 7 -3 -8 10 -10 -12 -11 14 15 23 17 18 -17 -15 -21 -22 -23 24 25 26 27 -14 -27 -25
right_child=2 3 -4 5 -6 -7 8 -9 9 12 11 -13 13 19 -16 16 -18 -19 -20 20 21 22 -24 29 -26 28 -28 -29 -30 -31
leaf_value=-0.10007313771887208 -0.0042082198884159294 -0.00027947639904890787 0.00062665995561430861 0.0059965576646161412 -0.0066734856220270408 0.00037097206380201013 -0.0031436179919799492 0.010131575605823197 -0.0027058683128661533 -0.0044398095332203536 -0.0021570279331208204 0.014336021262780496 0.0071576078230571744 -0.00024542586226144965 0.008680601848511011 -0.10058391288255714 0.003207566425881088 -0.09351523501557274 0.024950566038589254 -0.0029634064887287025 0.0080080305105151919 -0.10029489751498094 -0.010576115240908783 0.037728930713735981 0.0010039083938726356 0.099553131735793388 -0.067477923460258382 0.10009160619320799 0.028450245897003214 -2.959287527134768e-05
leaf_weight=0.0011189900560414348 0.54736540380685628 4.1187562521344523 0.52513228561262792 0.56933210597789186 0.58372782349231656 2.5544206672371388 2.0621780238216152 0.64699708563546199 1.0520491970382875 0.60755601955858551 0.52246007030418595 0.64420783567766193 0.015601845627173705 2.514995976314935 0.62020049399451949 0.021457485018589462 0.59832774851284398 0.077293824364460306 0.023392588482238352 0.58343207950565545 0.014148149686661782 0.031202366471074328 0.0052801054307565201 0.019652303264595328 1.6011761614845657 0.04702238432407313 0.023761649848893285 0.018407490682623262 0.012739137848257087 23.383278794390158
leaf_count=407 211 871 57 85 132 88 52 77 20 124 26 44 32 41 77 36 70 37 10 113 11 132 5 25 594 81 12 14 10 540
internal_value=-3.09181e-08 4.59111e-05 -0.00184089 4.85182e-05 -5.71322e-05 0.00139629 4.12275e-05 0.00113392 -0.000109716 8.31601e-05 0.00237151 0.00695006 -8.48539e-05 4.49962e-06 0.000209786 6.48941e-06 -0.00955429 -0.0720688 -0.0351085 -0.00172057 -0.00757169 -0.0606744 -0.0873099 0.000280686 0.00407388 0.0458969 0.00607087 0.057458 0.0843964 2.11435e-06
internal_weight=44.0467 42.9742 1.0725 42.9731 39.8493 3.12375 39.2656 4.76575 34.4998 32.4376 2.21872 1.16667 30.2189 29.6114 26.4623 25.8421 0.720472 0.122144 0.0448501 3.14906 0.634063 0.0506306 0.0364825 25.1216 1.71871 0.117533 0.057771 0.0340093 0.0597615 23.4029
internal_count=4034 3766 268 3359 3186 173 3054 948 2106 2054 90 70 1964 1840 1538 1461 153 83 46 302 261 148 137 1308 743 149 58 46 91 565
is_linear=0
shrinkage=0.1


Tree=498
num_leaves=31
num_cat=0
split_feature=6 19 9 18 6 9 3 0 0 6 5 6 6 15 15 2 12 13 3 7 7 6 9 9 9 7 2 3 19 18
split_gain=0.000387125 0.00109955 0.00294504 0.00216545 0.00173494 0.00392369 0.0014626 0.00177812 0.00130659 0.000917811 0.012508 0.0183091 0.0206755 0.0224352 0.0158695 0.0119288 0.0105337 0.00452776 0.0210037 0.00652446 0.00266009 0.0155364 0.0167266 0.0262569 0.00744724 0.00181749 0.00270511 0.00554844 0.00138534 0.00108078
threshold=16.465384711100004 14.451165964200003 191.98656730705002 13.777522434500002 16.505385645700006 199.17419511990002 93.14163192940002 86.103248543850015 85.861287312150012 16.235379337050002 20.971847224900007 16.165377701450002 15.425360411050002 39.15620581320001 41.29990759910001 177.79737172225003 368.00406080990007 117.46680109370001 89.256809930900019 24.081116689550004 24.225158517200004 16.345381907250005 199.89081775665002 194.56033515110002 192.98754432855 23.314707969200004 199.66651340635002 93.216908757050007 14.451165964200003 13.258241318650002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 4 5 -2 -6 -8 -4 10 28 12 16 15 -15 -14 -12 18 19 -11 21 -20 23 24 -23 29 27 -27 -1 -19
right_child=1 2 8 -5 6 -7 7 -9 -10 17 11 -13 13 14 -16 -17 -18 25 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-3.9224759983865738e-05 -0.0099671193352293633 0.0072749166804403744 -0.0044461603243999464 -0.0070983914561844226 -0.0020328845696273782 0.00019654973159961487 -0.00027269961641811214 0.0036690402671327501 0.00066207986217245668 0.024911338610569322 -0.09487545174314313 -0.10115970062887401 -0.072145114537557051 0.077097874747645789 -0.019581798838001457 0.01750907937911966 0.035621175858816946 0.00077003432784136219 -0.041060462808367337 0.075570086180142382 -0.0013516707644528503 0.0027034526247122271 0.09974724157765047 -0.0827623646379501 0.099920266986808448 0.01302065653505185 0.00010583574842738168 -0.001259929774728951 0.0050311730986127116 -0.0022776300964368664
leaf_weight=20.024981422184727 0.60924602043391018 0.62314241705204487 0.59528349710160489 0.54834695574737402 2.5437537162542858 1.0087215032817765 3.983946838640132 1.6056563996462498 3.1521961906983051 0.049812535515228684 0.036503854601593722 0.027117283731058706 0.038907169733797098 0.048357260020566173 0.026164569782849867 0.023992422300180394 0.0074476102322420515 2.1617738993514721 0.03445113830518487 0.051925467865657993 0.50877997899078764 0.013105622094763625 0.02919622298941249 0.020636808214476332 0.019761143728828756 0.57480499560188059 2.0643731688662967 0.5165771866089699 0.55375499834917619 2.5200523580444503
leaf_count=2263 53 67 97 43 29 7 553 25 89 18 211 10 27 34 22 27 24 101 33 22 11 38 7 8 12 60 67 8 31 37
internal_value=-3.90484e-07 -0.00041985 0.000909159 -0.000983809 -0.000639967 -0.00363058 -4.50442e-05 0.000859595 -0.000149359 0.000209254 -0.000149689 -0.02452 -0.0130616 0.00603265 0.0431537 -0.0379474 -0.0727627 0.00108038 0.00862602 0.0507668 0.00177652 0.0153621 0.0388666 0.00564482 0.0611551 0.000379819 0.00223464 0.00626131 9.7215e-05 -0.00087041
internal_weight=44.0228 14.6703 4.37062 10.2997 9.75132 1.61797 8.13336 5.5896 3.74748 29.3525 20.7872 0.20849 0.181373 0.137421 0.0745218 0.0628996 0.0439515 8.56525 0.727669 0.101738 0.625931 0.117151 0.0826998 0.0535036 0.0328668 7.83758 3.15576 1.09138 20.5787 4.68183
internal_count=4034 963 253 710 667 60 607 578 186 3071 2649 355 345 110 56 54 235 422 149 40 109 98 65 58 50 273 135 68 2294 138
is_linear=0
shrinkage=0.1


Tree=499
num_leaves=31
num_cat=0
split_feature=16 8 0 13 6 6 12 15 18 17 0 16 7 0 7 9 13 13 8 8 15 5 2 17 17 18 12 2 5 5
split_gain=0.000425794 0.00164075 0.000938239 0.0112004 0.00590665 0.00404263 0.0049148 0.00724508 0.00149674 0.00257334 0.000491029 0.000644434 0.000765356 0.00377174 0.000658641 0.00283913 0.00238239 0.00202402 0.00139279 0.00209136 0.00217212 0.000968041 0.00688407 0.00205388 0.00411032 0.000982866 0.000781996 0.0026128 0.000902233 0.00352499
threshold=22.704946905950003 8.543332867800002 85.683849075550015 117.61735474900001 16.455384477450004 16.525386113000007 115.75959681050001 43.890399822900008 13.077716774800001 173.77968723070003 85.764502819450016 22.674946976100003 22.545611589100002 86.382848189450016 23.127267687200003 195.30595290385003 117.56896250265002 117.60660091645001 8.4434108459500017 8.2435668022500028 37.491361913600009 21.991679690250006 164.43478950170001 193.82841840970002 202.58869561095003 13.314799198000001 69.826413229550027 60.327272492300004 20.748863230450002 20.374719724350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 -1 8 9 -8 -4 12 13 -12 15 17 -17 18 19 20 -14 26 -23 25 -25 -24 -16 -28 29 -29
right_child=1 -3 10 4 -6 -7 7 -9 -10 -11 11 -13 14 -15 21 16 -18 -19 -20 -21 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.10026043084560071 0.0042661482799621628 -0.0023480138042277915 0.0029609450454176497 0.042938416091490302 -0.094772313590175392 0.0006604936020695618 -0.027834058336784956 -0.10023815958689755 -0.046864497090230772 0.099873872645184297 0.026997891294264179 -0.0033877814620968034 -0.00077444353317306005 0.00087926166715076237 0.0036583538942811349 -0.0099253688936048936 -0.00082004992414315262 -0.0038934044054030033 0.0056537831525565983 -0.001565962539523139 0.0080987027476008642 0.011525781340409854 -0.0006200735888250669 -0.009072130598052305 0.0026792711258350728 0.0022088626509542851 -0.0070721071690248568 5.855427681894008e-05 -0.00095466135211277946 0.0080307770471520334
leaf_weight=0.0089149912598438935 0.93780816366779507 0.62500796828999228 0.55067772729216713 0.0037154921222359851 0.019259490852504335 0.51189599655050122 0.0021879742451602624 0.0052124951758352198 0.0014334822196628858 0.005658137877933303 0.06152141755409879 0.56877466283549338 0.53289459978311249 0.54580112130787206 0.52861224990594635 0.58928322791967935 0.56084748933062656 1.0234755329438483 0.57468466175487254 2.0761480558439871 0.5720330425310749 0.58781422502943304 2.0411351018119603 0.63030864586848856 0.56395233628609276 3.0834141775207149 0.54604372142869806 17.493131120035788 8.1776874342379653 0.57278449020968381
leaf_count=29 47 111 44 13 118 378 93 63 30 14 36 44 73 217 7 50 19 16 38 38 28 17 15 60 70 37 52 2002 210 65
internal_value=-5.24766e-08 0.00162098 -5.97467e-05 -0.0041322 -0.0725019 -0.0011978 -0.0418374 -0.00589773 0.0470948 0.0642611 -5.46056e-06 -4.49844e-05 1.65999e-06 0.00352506 -5.16306e-05 -0.00102466 -0.00548527 4.87938e-05 0.00112308 0.00030457 0.00381928 0.000116944 0.00117466 0.000211737 -0.0035229 0.00108208 -0.000150469 -0.000225624 -8.31715e-05 0.000311316
internal_weight=44.0021 1.56282 42.4393 0.558278 0.022975 0.535303 0.0234071 0.0144921 0.00927959 0.00784611 41.881 41.3303 40.7616 0.607323 40.1543 5.92937 1.15013 4.77924 3.75576 3.18108 1.10493 34.2249 6.90662 6.31881 1.19426 5.12455 27.3183 26.7896 26.2436 18.0659
internal_count=4034 158 3876 738 131 607 229 200 137 107 3138 3094 3050 253 2797 262 69 193 177 139 101 2535 199 182 130 52 2336 2329 2277 2067
is_linear=0
shrinkage=0.1


Tree=500
num_leaves=31
num_cat=0
split_feature=4 9 16 6 15 5 4 16 8 15 2 9 16 0 5 8 6 16 16 0 5 16 16 17 8 16 0 18 9 9
split_gain=0.000689717 0.0136983 0.000512983 0.000522757 0.00106847 0.00358558 0.00165415 0.00135919 0.00192668 0.0309163 0.00131529 0.00109819 0.00106256 0.0231423 0.00300768 0.00102239 0.000923097 0.0062457 0.025269 0.0252513 0.0264828 0.0218837 0.0221232 0.0160269 0.0134296 0.00980659 0.00729802 0.00168211 0.00733905 0.0176902
threshold=142.34057910165004 194.56033515110002 22.764946765650006 16.465384711100004 41.492094664050008 23.545618314050007 274.40025405315004 22.674946976100003 8.3434888241000014 37.491361913600009 209.01099100540003 197.90890142995002 22.624947093000003 87.170566421650008 29.026000224750003 8.4434108459500017 14.745344522600002 20.844951255400005 20.404952284350003 92.313586825200005 20.507253108450005 19.199955102150003 18.684956306450005 194.19264200700002 8.543332867800002 19.314954833200002 93.953546284800012 13.893471991850001 214.65508306360002 200.95377551580003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 -6 7 8 9 12 -7 -10 13 14 -5 -12 -2 18 19 20 -18 22 23 -21 -20 -22 -25 -19 29 -29
right_child=2 -3 -4 4 5 10 -8 -9 11 -11 15 -13 -14 -15 -16 -17 17 27 24 21 25 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=0.045014661739957607 -0.00024159537611147987 -0.049295441101846631 0.0028827248905301832 -0.098983321980971428 0.00773942124855916 -0.002278258241873307 -0.0064203198797006993 -0.0056421465834799196 -0.003427260910019634 0.070208832208132427 0.0035424623977278213 -0.00043705295464125618 0.0024689552631152606 0.0010652503188302647 0.036119658970189809 -0.00088468780829901159 -0.10045337616966819 0.00050860385385826084 0.022043914426456729 0.039211637438818329 -0.073694287574462766 -0.00080087419836899216 0.088291461353021031 0.0062816844612587318 0.085720764643118424 0.098359726303702641 -0.10025854850083032 -0.085137682774075782 0.00029272642231164468 -0.00074535789036357441
leaf_weight=0.026206462562440858 17.640495470353311 0.037352311054519305 0.61505115904378627 0.027215521198630688 0.62814828164118797 1.9166453190798698 0.55818200596614254 0.5455197287519703 1.5747060637582988 0.06517036462901149 1.0533990891024132 5.5819367678668943 0.52385068242438138 0.51275925955269486 0.0017539868668858807 1.0333307679357659 0.044087281990868005 10.028486163307971 0.079873268085066229 0.054894283777684905 0.0046435345338337866 0.66319002426916995 0.060465367743745446 0.011070093945818371 0.056584455483971396 0.011559224163647741 0.015337566288664561 0.036537544223698926 0.50895786722685443 0.077574938084580936
leaf_count=27 2227 35 95 242 35 54 120 26 29 11 40 106 13 7 113 27 33 366 35 34 70 60 18 21 26 7 44 26 20 67
internal_value=-3.91439e-08 -0.0104096 1.50212e-05 -2.56975e-05 -0.000527805 0.000715173 -0.00114082 -0.000807191 -0.000488929 0.00334697 -0.000386964 -0.001095 -0.000742271 -0.00384752 -0.0908034 0.00135018 0.000214656 0.000905322 0.00845457 0.00214713 -0.0602746 0.00682242 0.0424843 0.00841691 0.0484486 0.0490509 -0.0555969 0.000195368 -0.00484625 -0.0277668
internal_weight=43.995 0.0635588 43.9314 43.3164 14.0226 4.63152 9.39109 8.83291 8.28739 1.13075 4.00338 7.15664 1.06558 0.541729 0.0289695 2.08673 29.2938 11.6533 1.00171 0.865247 0.06029 0.804957 0.141767 0.0813019 0.136458 0.0162028 0.0264077 10.6516 0.62307 0.114112
internal_count=4034 62 3972 3877 823 156 667 547 521 386 121 135 375 362 355 67 3054 827 348 287 110 177 117 99 61 77 65 479 113 93
is_linear=0
shrinkage=0.1


Tree=501
num_leaves=31
num_cat=0
split_feature=4 9 16 7 0 13 6 6 12 15 18 17 0 3 18 15 12 15 18 4 9 4 18 7 17 7 9 14 17 5
split_gain=0.00057255 0.0113638 0.000507855 0.00188804 0.000950937 0.00952772 0.00533113 0.00277566 0.00416807 0.00658527 0.00132319 0.00225067 0.000556219 0.00060654 0.00167107 0.00493781 0.0015012 0.0135943 0.00171293 0.00152424 0.00148546 0.00296215 0.00117643 0.00190397 0.00510263 0.00209671 0.00220691 0.00514726 0.00602857 0.010549
threshold=142.34057910165004 194.56033515110002 22.704946905950003 21.844899366700002 85.683849075550015 117.61735474900001 16.455384477450004 16.525386113000007 115.75959681050001 43.890399822900008 13.077716774800001 173.77968723070003 85.764502819450016 93.281431752200021 13.276755824150003 37.870720399650004 123.47238069670001 41.29990759910001 13.258241318650002 284.07887079910006 196.26893085885004 161.32746469610001 13.342238590850002 23.822419043000004 195.18216166535004 23.974509389900003 199.38481636575003 157.58516208295003 179.91109285790003 13.361597395450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 7 -7 8 -2 10 11 -10 -6 14 15 -14 -15 -18 -19 -20 21 -16 -22 24 -24 -25 -27 -28 29 -29
right_child=2 -3 3 -5 12 6 -8 -9 9 -11 -12 -13 13 16 20 -17 17 18 19 -21 22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=0.041354140791575615 -0.10025812950046903 -0.045442387351495896 -0.0012602736170328928 0.005800461521717374 0.0031579683020768142 0.039340336087266614 -0.093711687875420696 -0.00011798525449531334 -0.021963881222338773 -0.10021488927215048 -0.042642438027653322 0.099848175131341435 0.00029441943373660455 0.0012075965604133368 -0.0083999059465150929 0.010776346696443929 -0.015420265995911665 -0.0014949419722634484 0.0048988182430816408 -0.00045654137701989342 -0.004272060911788232 -0.00074739545855268799 0.0080556359134784355 -0.0026452398863316068 0.00023473414716191493 0.0039048557682529908 -0.10026169010172292 0.087016260764470429 0.00012445740208724739 -0.10029592567858864
leaf_weight=0.025701503530156766 0.0070029547696816288 0.036513740212967605 0.87494707479163369 0.66774007493859244 0.55146823349582419 0.0036495430963654476 0.01722408174538792 0.50863613532120477 0.00215512045134858 0.0047100081018491844 0.0013920923236930283 0.005121226051097022 2.0763074153520829 2.5958945042366377 0.5543505256477762 0.57356932239781588 0.6413502969453474 3.0918892493318708 1.0516601903509584 1.0744533474990019 0.54843315732432785 5.7783729337790639 1.1383911697948885 2.6130679137713768 3.1221576894095051 1.6231478454251398 0.0051165762997688038 0.0038637469017172013 14.760283692862169 0.013553292742429335
leaf_count=27 27 35 29 103 44 13 109 375 93 63 30 14 69 63 36 25 52 48 17 38 11 1270 36 36 66 62 6 89 1103 45
internal_value=9.40248e-08 -0.0095862 1.36767e-05 0.00179591 -5.12185e-05 -0.00418265 -0.0704489 -0.00156796 -0.0377534 -0.00503533 0.0466806 0.0637697 3.10918e-06 -3.90517e-05 0.00015557 0.00256325 -0.00079428 -0.00168118 7.50569e-06 0.00219243 -5.59653e-05 -0.00141728 0.000305828 0.000413676 0.00232443 -1.43611e-05 0.000404673 2.03546e-05 5.50759e-05 -0.0587431
internal_weight=43.9721 0.0622152 43.9099 1.54269 42.3672 0.549891 0.0208736 0.529018 0.0203814 0.0133784 0.00866844 0.00727635 41.8173 41.2659 32.8106 2.64988 8.45525 5.85935 5.218 2.12611 30.1607 6.33272 23.828 23.2796 4.26055 19.019 16.406 14.7828 14.7777 0.017417
internal_count=4034 62 3972 132 3840 724 122 602 227 200 137 107 3116 3072 2854 94 218 155 103 55 2760 1306 1454 1443 102 1341 1305 1243 1237 134
is_linear=0
shrinkage=0.1


Tree=502
num_leaves=31
num_cat=0
split_feature=12 5 19 0 7 7 0 12 8 8 19 5 10 13 8 5 8 17 16 10 16 9 15 5 3 3 2 8 5 9
split_gain=0.000497131 0.000509446 0.00623505 0.000836111 0.00450861 0.0050845 0.00164934 0.000568759 0.00052841 0.000853911 0.00110031 0.00392207 0.00107572 0.00374135 0.000874504 0.00193194 0.00159981 0.00197094 0.00394538 0.000860689 0.00338314 0.00564216 0.00110605 0.00283452 0.000863076 0.00345218 0.00328169 0.00285511 0.0017813 0.00143576
threshold=69.826413229550027 25.568932055400001 14.551174033150001 85.334349518600007 21.844899366700002 19.623463571950001 76.451683855550016 81.514192512750014 8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 61.987779113750001 117.62810858150002 8.3434888241000014 21.269675393700002 8.543332867800002 184.94410812320004 22.644947046300004 62.030794443850006 22.604947139800004 193.42660545270004 42.246988155050012 23.928204628200003 93.281431752200021 93.14163192940002 102.94361713510001 7.943800736700001 22.213482503200002 185.44496129890004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 12 -11 -12 13 -9 15 -15 17 -16 -19 20 -14 -22 24 -24 25 28 29 -28 -21 -26
right_child=1 2 -4 -5 -6 -7 -8 8 -10 10 11 -13 19 14 16 -17 -18 18 -20 22 21 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=0.0029754456237737438 -0.0032575846921446636 -0.0054541020113655428 0.057689739489374427 0.00013755667198376287 0.084928305207945934 -0.10016439345664781 0.085533594905639401 -0.0090268292726555979 -0.0030334828100075937 2.9921965723949634e-05 0.0098328202639271986 -0.0022818943873875483 -0.00029847856138332679 0.001325846243505856 -0.00079533227243108447 -0.0070823808660803586 -0.0023293233325993013 -0.0013414582848160609 0.010584310080878158 -7.4941693263447042e-05 -0.0010893259783663197 0.012888794556921119 -0.0079321436335174755 0.00060110038813188452 -0.0017419346382382508 0.0079529259313193129 -0.0003631719589392375 -0.010779245227236623 0.0057260642965334015 0.005637306720980814
leaf_weight=0.55442236701001846 0.5549338329661343 0.0048159316212656386 0.020073572805051398 0.5125992247726594 0.0070960127176249435 0.004489083846386196 0.0033978971378019196 0.57488764357974886 0.57974800577481644 1.5165089477959548 0.57604228360287357 0.49848411358496492 3.0577027459297303 0.527180700411918 1.3767070043249989 0.56735848150151469 1.5875397611769129 0.53296724430242626 0.57852412403508424 24.286680126717357 0.56515085144133059 0.59047297019537837 0.62179836597950711 1.0409410285404943 0.51112219816678084 0.56554073671102756 0.50220221741164583 0.55285617445224489 0.54112810517670595 0.54461365619499702
leaf_count=46 68 239 34 45 19 177 18 78 111 15 26 21 39 13 10 45 31 26 25 2489 34 55 69 49 27 22 85 26 52 40
internal_value=-4.78767e-08 -3.80558e-05 0.0029792 0.000916392 0.0210806 -0.0145855 0.0321857 -7.69568e-05 -3.52263e-05 6.44152e-06 0.00176455 0.00421268 -0.000109987 -0.00137389 -0.00052295 -0.00303259 0.000151014 0.00173354 0.00486583 0.000107546 0.00144356 0.00605288 -8.54488e-05 -0.00258999 6.59613e-05 0.000227467 -0.00187699 -0.00582125 5.14926e-05 0.00206473
internal_weight=43.958 43.4036 0.552472 0.532398 0.0197989 0.0127029 0.00821383 42.8511 42.2962 41.7164 2.59104 1.07453 39.1254 5.74516 5.17028 1.09454 4.07574 2.4882 1.11149 33.3802 4.21333 1.15562 29.1669 1.66274 27.5041 25.3933 2.11079 1.05506 24.8278 1.05574
internal_count=4034 3988 532 498 453 434 257 3456 3388 3277 62 47 3215 228 150 58 92 61 51 2987 128 89 2859 118 2741 2563 178 111 2541 67
is_linear=0
shrinkage=0.1


Tree=503
num_leaves=31
num_cat=0
split_feature=16 16 16 15 16 9 9 7 14 14 14 18 19 5 17 16 6 5 2 18 16 9 16 0 9 18 9 2 4 4
split_gain=0.00246914 0.00557423 0.00307026 0.000440992 0.000669237 0.00045186 0.0017825 0.000855924 0.00442753 0.00823395 0.00797425 0.00438262 0.00283834 0.00739587 0.0058213 0.00210341 0.00191165 0.000855148 0.00547442 0.00268566 0.0128689 0.0307771 0.00430638 0.00168887 0.00168536 0.00368134 0.0265883 0.0178747 0.0271538 0.00364556
threshold=12.604970524100002 9.719977270450002 9.2849782877000013 18.946678378300003 14.184966829400002 186.68586460755003 185.44496129890004 23.127267687200003 128.57956104760004 137.67556691715004 143.06733454090002 13.314799198000001 14.351157895250003 22.692834890150003 186.57794620975002 22.604947139800004 16.525386113000007 21.991679690250006 163.32842070695003 13.820816557100002 22.614947116400003 205.22231928645002 22.584947186600004 86.479632682150012 196.14870163055002 13.632440008000001 191.29995577870002 78.595990734650016 193.73972847335003 269.4564136126001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 6 -6 11 -9 -10 -11 12 14 -14 15 -7 -15 24 -19 23 21 -21 -23 -20 25 -12 -27 -28 -29 -30
right_child=3 -3 -4 4 5 7 -8 8 9 10 17 -13 13 16 -16 -17 -18 18 19 20 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.10006145711616155 0.002042453140969441 -0.10008320578753505 0.086870992989378115 -0.0036443821343234957 0.00011560001124431073 0.004984882806980122 0.0062546529121079763 -0.10073736411451915 0.10027288899106419 -0.10080519945938432 -0.00053806028379377606 -0.0089317766674651307 0.011106439651697693 -0.0062113954155515322 -0.011625409126669588 -0.0020936686515884129 0.00078401739571378024 0.010391593796200332 0.00010328423111897999 -0.087353031028890804 -0.00023868874542547506 0.00014216899615700581 0.075464465077690113 0.0044865059043696703 0.00016310005982665096 0.00070346031676024037 -0.10122584767981645 0.037201604988991423 -0.10061202097733418 -0.040500372651498771
leaf_weight=0.0011737091868988317 1.0449757396002741 0.0072882318506338958 0.0034948419682594434 0.50810253734460431 2.9932187188579031 0.57498640812878132 0.56172239602892649 0.004352761898188783 0.0082075046375383875 0.0078300489112724803 2.5295951499138023 0.65127073060959428 0.67359807306274921 0.51687763336905623 0.56190134912229428 1.555310325497359 1.5995329377983578 0.58203425711462742 4.6527777869890201 0.054257978867809586 0.52935056687181259 0.014954870610928594 0.015413733877267077 1.0838048572622936 22.542621095699996 0.54739547967710667 0.044443835868150927 0.039549723038362572 0.026509854160394752 0.016287659239424102
leaf_count=455 255 435 40 99 810 58 53 1 1 2 80 83 81 43 30 44 64 20 118 41 52 23 18 30 968 38 19 24 33 16
internal_value=3.70447e-07 -0.0454363 0.0398748 1.27343e-05 -3.67112e-05 6.53396e-06 0.00108564 -9.22526e-05 0.000111077 0.000124504 9.93567e-05 -0.00117627 -0.000254932 0.00198021 -0.00257128 -0.000183103 -0.000924428 0.000123534 0.00110935 0.000258626 -0.00602731 -0.0422359 0.0383724 0.0009314 -0.000141912 -0.00228805 -0.00885415 -0.0501172 -0.0225333 -0.077735
internal_weight=43.9528 0.0119568 0.00466855 43.9409 42.8959 42.3878 3.55494 38.8329 32.6994 32.695 32.6868 6.13348 5.48221 2.79001 2.6922 2.1303 2.11641 32.679 6.93259 6.35056 0.613977 0.0846266 0.0303686 5.73658 25.7464 3.20378 0.674187 0.126791 0.0823472 0.0427975
internal_count=4034 930 495 3104 2849 2750 863 1887 1484 1483 1482 403 320 188 132 102 107 1480 302 282 134 82 41 148 1178 210 130 92 73 49
is_linear=0
shrinkage=0.1


Tree=504
num_leaves=31
num_cat=0
split_feature=12 2 19 10 0 5 4 2 2 7 7 9 7 15 12 6 7 6 15 16 0 16 14 2 9 4 6 9 17 17
split_gain=0.000387209 0.00150959 0.00224668 0.00151142 0.0139092 0.00762223 0.00892731 0.00347842 0.00221763 0.00147789 0.00143172 0.00457698 0.00554773 0.00316362 0.00136261 0.0011006 0.0010312 0.00579887 0.0234968 0.0175438 0.0152156 0.00569628 0.00142003 0.0130735 0.031786 0.0142077 0.00308578 0.00188929 0.00168155 0.00148719
threshold=149.09269374785001 135.72285180265001 14.551174033150001 61.853356207250009 85.121961326250016 24.628131835750001 266.52371110730007 204.67136036115002 315.94243452415003 21.725272673150005 23.109894804950002 193.67618212375001 22.835261448650005 40.974857724300008 144.57070813310003 16.525386113000007 24.225158517200004 14.135330269750002 28.504445985850001 18.734956189500004 94.165934477050016 18.094957686100003 192.04981134545002 112.15964652650003 199.68228938305 193.73972847335003 16.475384944750001 192.39832633775004 197.20536406400001 194.73806315685002
decision_type=2 2 2 2 2 2 2 2 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 -3 9 -8 -9 -7 11 13 -13 -5 16 -15 22 -18 -19 20 -20 -22 28 24 25 -24 27 -27 29 -1
right_child=1 3 -4 10 -6 6 7 8 -10 -11 -12 12 -14 15 -16 -17 17 18 19 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0004246052596124453 -0.0077207009399757227 -0.10025927642188588 0.0011889895521960106 0.0071063530489810069 0.071631970788345045 0.0026308876185939492 -0.10021449283748299 0.053647548436975015 -0.10001621538614683 0.098316066361438637 0.00021832116760946071 0.00027928382120677729 -0.013915616277168844 -0.0053321779405873133 0.0051617769200103004 -7.2292403968457486e-05 0.00011366171689717794 -0.0031593505008021133 0.10006562984450851 -0.10061261773727903 0.046429090160186148 -0.10017855747585461 0.053450705936979016 0.00075276369906423807 0.099157973634771926 -0.049941801838231312 -0.074444041595553609 0.018803745302669452 -0.0046320767045582587 0.00567913666752128
leaf_weight=9.3402957625526373 0.64464609825017294 0.010024046700623457 0.5045187953110144 0.54828491524209821 0.025092471770911118 0.0020627353398712245 0.0066829786446760409 0.003447942743555199 0.0012907604700587716 0.0074229705296602333 18.915254330435729 0.51443267714660812 0.5923677535559877 0.53706671927197014 0.56556206933242137 1.5342571010559281 7.1698605733138292 0.58031868507532625 0.0098785632289946079 0.046010305268282536 0.003570830842363649 0.010279242101205455 0.02129856146325515 1.0570759067878386 0.046752087570894219 0.0081152522656076087 0.020886199083179235 0.0078789770195726305 0.62210554768393045 0.57160504054627459
leaf_count=627 79 28 4 213 17 80 14 43 48 7 1670 26 50 55 91 21 405 51 7 55 4 71 8 166 12 35 5 7 63 72
internal_value=-6.1552e-07 -0.000273063 -0.00380907 -9.4038e-05 0.0163107 -0.0285675 0.0058051 -0.0537447 0.0117916 0.0775086 -0.000134629 -0.00192621 -0.00731793 0.00035183 0.000322917 -0.00143611 0.000182689 -0.000706296 -0.00975008 -0.0645935 0.00524832 -0.0623801 0.000777062 0.00409464 0.0377608 -0.0115775 -0.0491315 -0.0160768 0.000411099 0.000727627
internal_weight=43.9283 23.8469 1.14916 22.6977 0.0560239 0.0309314 0.0209074 0.0114217 0.0047387 0.00948571 22.6417 3.72641 1.1068 2.61961 20.0815 2.07132 19.5159 7.81992 0.650058 0.0697389 0.0237286 0.0138501 11.696 1.16201 0.104931 0.058179 0.0368804 0.0159942 10.534 9.9119
internal_count=4034 2355 83 2272 237 220 192 105 91 87 2035 365 76 289 1679 76 1588 593 188 137 82 75 995 233 67 55 47 42 762 699
is_linear=0
shrinkage=0.1


Tree=505
num_leaves=31
num_cat=0
split_feature=12 2 18 2 18 13 8 19 4 17 17 3 7 5 5 18 7 8 15 15 9 5 14 14 9 2 3 5 8 8
split_gain=0.000352585 0.000482785 0.00162804 0.000556678 0.00312304 0.00217817 0.00354206 0.00248372 0.00213339 0.000705804 0.00173187 0.00124822 0.00240847 0.00460969 0.00145675 0.00130039 0.00125391 0.0116334 0.0130953 0.00102033 0.00247787 0.001187 0.00303536 0.0162937 0.00297737 0.00136136 0.0293537 0.00430712 0.0102539 0.00534618
threshold=69.826413229550027 60.327272492300004 13.552878921100001 79.204180249150014 14.766576839600001 110.06278740240002 8.3434888241000014 12.551012654050002 169.62532823300003 188.41589330430003 189.19102531915004 93.819123378250012 23.165384528550003 21.500664456800006 21.197160116700001 12.971888692100002 25.115444054700003 7.7439566930000003 18.563284541500003 45.169600924000008 195.41812862360004 23.389417063900002 178.66997565985002 175.25857789210002 206.36238950785003 213.11064599365002 93.023339771650015 21.197160116700001 8.543332867800002 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 -2 4 5 7 -7 -3 -9 11 -11 12 13 14 -5 -13 -14 -18 -19 21 -21 22 23 -12 -23 -24 27 28 29 -27
right_child=1 3 -4 9 -6 6 -8 8 -10 10 19 15 16 -15 -16 -17 17 18 -20 20 -22 24 25 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0025112202155316826 0.0018056815395689114 0.0005888515095779528 -0.0059238786334588605 -0.0047071772243879473 0.0076488691185814962 -0.00046887353525720197 0.0090719545979814561 -0.0096192836543992685 -0.00065561496746723621 0.0055155275609064594 -0.022464416056441911 -0.00030904206967216576 0.00039541735066658823 -0.011884626656386524 0.0027006491294505009 0.0052590751469922051 -0.00045119120880606623 0.027948689605872497 -0.089500661667987647 0.00050393011273912401 -0.0076548141415838022 0.0083595811613332311 4.0269159935169245e-05 0.081172992455906257 -0.00054159036899762607 0.0092047284111700985 -0.10078649193188223 0.002399384303051227 0.074198470136299752 -0.087464061334129289
leaf_weight=0.5518598697315501 0.53786759240186544 2.0079003999998046 0.5522974478624576 0.52825652665944345 0.61974364591353026 1.0722265015950538 0.61077658620069986 0.56205463878529804 0.50327227608067915 0.58068811083810601 0.03528186704904257 1.9488138551770973 3.0985483460287253 0.61135567208411523 0.53362363506601795 0.53445117253699903 0.50389300984794694 0.013664640938998218 0.031097810628125444 1.0303157964519254 0.58281526755177626 0.59966339357729026 24.60696374999663 0.026612486515659839 1.0065438123904185 0.0079453673629861221 0.030244912462406126 0.55248533303520375 0.0070697229700868993 0.020435104441176577
leaf_count=46 25 15 57 153 93 70 63 48 7 48 23 523 164 85 14 147 315 33 53 50 114 46 1202 26 40 368 14 84 24 84
internal_value=-4.97626e-07 -3.24675e-05 -0.00211025 2.11238e-05 0.000971801 0.000101769 0.00299358 -0.00148188 -0.00538475 -0.000117415 0.000109145 -0.000961882 -0.00182592 -0.00496714 -0.000984543 0.000889335 -0.000384815 -0.0047912 -0.0536469 -9.85684e-07 -0.00244378 0.00014554 -2.18991e-05 0.0220962 0.00278158 -7.61697e-05 -0.00471107 0.000231292 -0.0335581 -0.0604008
internal_weight=43.9088 43.3569 1.09017 42.2667 5.37597 4.75623 1.683 3.07323 1.06533 36.8908 29.0871 7.8037 5.32044 1.67324 1.06188 2.48327 3.6472 0.548655 0.0447625 28.5064 1.61313 26.8932 25.287 0.0618944 1.60621 25.2251 0.61818 0.587936 0.0354502 0.0283805
internal_count=4034 3988 82 3906 296 203 133 70 55 3610 2123 1487 817 252 167 670 565 401 86 2075 164 1911 1825 49 86 1776 574 560 476 452
is_linear=0
shrinkage=0.1


Tree=506
num_leaves=31
num_cat=0
split_feature=19 16 9 10 16 9 6 16 18 17 8 13 7 13 15 17 9 19 7 9 7 6 8 2 7 3 10 0 7 12
split_gain=0.000400854 0.0014496 0.00274258 0.00635812 0.00185607 0.00149549 0.00204601 0.00112959 0.00320206 0.0333424 0.0163254 0.0035606 0.0141198 0.0106724 0.00388118 0.00201667 0.00172265 0.00183856 0.00115401 0.00395517 0.00269042 0.0024486 0.00402919 0.00151423 0.00146174 0.00254921 0.00378256 0.00111741 0.00109481 0.00132164
threshold=14.451165964200003 22.564947233300003 206.08934059370003 64.407391431150018 22.594947163200004 192.31210988165003 16.385382841850003 22.534947303500005 13.712081531300003 189.95176274255002 8.543332867800002 113.97180552410002 22.747724408400003 111.38282034450002 27.201366220250005 183.19621122360005 54.542104986550008 11.850956171350001 22.792619241600004 191.98656730705002 23.271765593750004 16.465384711100004 8.7431769115000026 148.06652356835002 23.851446749400001 93.181958801350021 62.55235532115001 86.89903215050002 22.792619241600004 216.55112120135001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 6 -6 8 9 11 -11 12 13 14 15 16 -1 -18 19 -9 21 23 -23 -20 27 26 -26 -22 -7 -30
right_child=1 4 -4 -5 5 28 -8 18 -10 10 -12 -13 -14 -15 -16 -17 17 -19 20 -21 24 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.085310258145190512 -0.00039384051845617064 0.0066930928632192195 -0.00072629280221052296 -0.049679020387225943 -0.00081690505421849876 -0.0042760867124046493 0.0077414991953725339 -0.00069578714552149374 6.322259014315243e-06 0.10027134680380903 0.0073185244029207747 0.0023712364015723111 0.032926231991439431 -0.094393459932578708 0.099639428143332709 -0.10010024082397723 0.046523264609237558 -0.08773125053366701 0.0012380532042038281 0.008447709868266871 -0.00038566586946959359 -0.01254748785601047 -0.00057081577404152024 -0.003704003432301279 -0.011191750807588659 0.0027432526544573046 0.00051490205944179494 0.0022650854834930286 0.0024665071913984272 -0.0016112250788474112
leaf_weight=0.0020092679751580189 0.074494009842226094 0.56892284754556666 0.55179661725924234 0.040355672244913876 0.51179010584019102 0.58453333471013058 0.61499188281263617 2.4693318805848707 18.54897030659814 0.052419863259280386 0.029543547701905482 1.5438647414186508 0.028330258165091493 0.027319635975743495 0.0039293911994633399 0.0023183909742696129 0.0018474495744174313 0.0022775955948978188 1.0447217019900565 0.58520227034404459 7.0814949091441104 0.63677132536520253 0.50260917030118435 1.5249400275760643 0.59360018132428993 0.51883788176393597 0.51587313123309286 2.0508465050952509 1.5936615801982443 1.5856971869943377
leaf_count=24 33 44 43 25 16 59 84 83 2338 68 13 348 24 79 9 28 77 139 13 49 69 47 4 38 52 22 26 18 55 107
internal_value=-7.46836e-07 0.000749585 -0.00365251 -0.0177116 0.00128711 0.000658237 0.00385423 -0.000122459 0.000386387 0.00454837 0.0667667 0.00138463 -0.0210047 -0.0594886 0.0175249 -0.0206475 0.00938072 -0.0276038 -0.000710245 0.00105597 -0.00108309 -0.00340566 -0.00726428 -0.00169476 -0.000282534 -0.00304272 -0.00574849 0.000209612 -0.000298535 0.000432748
internal_weight=43.8933 6.12624 0.666646 0.11485 5.4596 4.89067 1.12678 37.7671 20.2428 1.69386 0.0819634 1.6119 0.068032 0.0397017 0.0123821 0.0084527 0.00613431 0.00412505 17.5242 3.05453 14.4697 3.70904 1.13938 2.56966 10.7607 1.62831 1.10947 9.13234 3.76389 3.17936
internal_count=4034 466 101 58 365 321 100 3568 3147 809 81 728 380 356 277 268 240 216 421 132 289 102 51 51 187 100 78 87 221 162
is_linear=0
shrinkage=0.1


Tree=507
num_leaves=31
num_cat=0
split_feature=6 15 6 16 16 18 19 6 5 16 8 5 15 0 18 6 15 13 5 13 13 10 5 13 10 17 19 7 14 16
split_gain=0.000405366 0.00105036 0.0017488 0.00835117 0.0238097 0.00603215 0.00311818 0.00199106 0.00164408 0.00327415 0.00171176 0.00173011 0.00112868 0.00091802 0.00331841 0.000751289 0.00467754 0.0242922 0.00750211 0.00825555 0.00473925 0.00212698 0.00156858 0.0012142 0.00119021 0.00345631 0.0014283 0.00332135 0.00108857 0.00781505
threshold=16.465384711100004 41.492094664050008 16.565387047600002 22.514947350300002 21.569949560100003 12.551858988050002 13.251069136700002 16.535386346650004 23.545618314050007 22.794946695500006 8.4434108459500017 24.041678002600005 26.912781836550003 86.329079026800017 13.112573650350003 16.405383309150004 42.246988155050012 117.69263157665002 23.626838821450004 117.49368567500001 117.06622083225001 61.93938686740001 21.042547594650003 117.50981642375002 61.966271448700006 191.24148878695004 14.351157895250003 23.203497038450006 285.93967426180006 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 7 4 5 12 -7 13 9 -3 -10 -12 -4 14 -2 16 28 18 19 20 -18 -17 -23 -20 -24 -26 -27 -28 -1 -30
right_child=1 8 3 -5 -6 6 -8 -9 10 -11 11 -13 -14 -15 -16 21 17 -19 23 -21 -22 22 24 -25 25 26 27 -29 29 -31
leaf_value=6.5102707359228701e-05 -0.00043794342471595272 0.0088739066154015205 -0.0096712369005944772 0.0001155369283236844 0.06512498539960497 0.038331060639613924 -0.10028518452611629 -0.0058161537351826423 0.0017253475655503035 -0.0016664532946532998 -0.00049100946420873193 -0.0070910116844531525 0.088568645954398659 -0.00017873715563167497 -0.0094437694836063471 0.0070169192389029147 -0.022832044891391248 -0.00011561169080262641 -0.065484478275204566 0.020451214911905768 -0.10092144107815795 -0.0045023755214263416 -0.0012343095256506463 -0.10070105336059208 0.0093040879987158539 -0.0013950773141040915 -0.00055066414859770995 0.0090348972228662828 0.002058937566431445 0.06020905656942787
leaf_weight=21.797108335043131 1.5508705135074765 0.63514182912331285 0.0021908570927198423 2.5808504055553954 0.059822922743478557 0.0018189603344783483 0.015050548892617144 1.0964943223359389 2.0941649737846602 0.54982082499191165 1.3711485734656887 0.55914643209354853 0.0025085586712805252 3.5497918025375839 0.55577414469325948 0.56886216642553122 0.015400457652489652 0.50041772759868763 0.01574521612408164 0.019738404366535178 0.015689719119109213 0.54409453526022833 1.4924015837419728 0.025886371033279065 0.5655094195242899 1.5111209717579188 0.99994713170104155 0.56612813823812758 0.59504695178851363 0.02404556138208136
leaf_count=1696 55 39 212 107 35 138 56 36 74 7 9 72 45 54 24 32 35 4 33 18 7 44 12 30 33 11 12 74 997 33
internal_value=-1.53989e-07 -0.000430043 -0.00106043 0.00111016 0.0326486 -0.0574267 -0.0853388 -0.00191615 0.00070928 0.0039832 -0.000254692 -0.00240282 0.0427694 -0.00116014 -0.00281386 0.000214732 -4.93331e-05 -0.00881646 -0.0559077 -0.0301283 -0.06224 0.00118718 0.000603234 -0.087382 0.0011442 0.00211867 0.000798176 0.00291447 0.000182545 0.00431749
internal_weight=43.8817 14.6246 9.41517 2.66224 0.0813918 0.0215689 0.0168695 6.75293 5.20942 1.18496 4.02446 1.9303 0.00469942 5.65644 2.10664 29.2571 23.0091 0.592878 0.0924602 0.0508286 0.0310902 6.24806 5.6792 0.0416316 5.13511 3.64271 3.0772 1.56608 22.4162 0.619093
internal_count=4034 963 762 593 486 451 194 169 201 46 155 81 257 133 79 3071 2853 127 123 60 42 218 186 63 142 130 97 86 2726 1030
is_linear=0
shrinkage=0.1


Tree=508
num_leaves=31
num_cat=0
split_feature=8 3 0 16 16 19 12 5 5 6 0 12 3 16 18 17 8 13 7 13 15 17 9 19 15 7 0 9 15 16
split_gain=0.000387732 0.00473867 0.013867 0.00815708 0.000677895 0.000516 0.0132418 0.0011971 0.00174072 0.00186725 0.00255414 0.00195131 0.00152015 0.000989191 0.00238599 0.0317451 0.0129898 0.00268943 0.011407 0.0107297 0.0031961 0.00208331 0.00122671 0.00135764 0.000856776 0.00170121 0.00468104 0.00175009 0.00105248 0.00245073
threshold=8.8430989333000021 93.394346993650018 87.278104746850019 20.574951886800005 22.764946765650006 14.451165964200003 84.052159000300023 20.305669781650003 21.043187000650004 16.425383776450001 86.420486603250012 171.67945071775003 91.445214849050018 22.534947303500005 13.712081531300003 189.95176274255002 8.543332867800002 113.97180552410002 22.747724408400003 111.38282034450002 27.201366220250005 183.19621122360005 54.542104986550008 11.850956171350001 33.762789462050002 23.851446749400001 86.420486603250012 198.96357396150003 41.29990759910001 22.644947046300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 13 -7 -8 12 -10 11 -11 -9 14 15 17 -17 18 19 20 21 22 -1 -24 -15 27 -27 28 -26 -30
right_child=1 -3 3 -5 -6 6 7 8 9 10 -12 -13 -14 24 -16 16 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.082790776820711662 -0.086357878781364764 0.0005876933331484495 -0.042030891863948053 0.046379468868387438 0.0033818568771506715 -0.1005003498213356 0.005514364457126688 0.0022464166035239073 -0.0014699763359467607 0.0041777901440569814 0.009423224811292678 -0.0029496503718655339 -0.0042914397663156292 0.0015543576709422208 2.0926765582868017e-06 0.10023238199177327 0.013625365796725903 0.0017923354572173659 0.0281578816733455 -0.099123934440536826 0.099551179758098352 -0.10009067998304184 0.042747152164745984 -0.08180038032020151 -0.002423741246631925 0.0022969016755246779 -0.010676761972074905 0.00074243697475863304 -0.0041265071969723384 0.0015779574832837128
leaf_weight=0.0018703082763353585 0.025122974358963712 0.54751429162795517 0.018656635187653592 0.023683666804572567 0.59687534009572019 0.012849870690846532 0.55962819097294403 0.53663647698704098 1.0833107989032145 1.074303762870841 0.56172701031755412 0.59788309796089034 1.0544672986625299 1.5242031574307482 18.527809046744345 0.046458383013368798 0.027609900571405888 1.5292240786691902 0.02733159628738413 0.022193746996387098 0.0035582114889862737 0.0020986461263940437 0.0018091558556138088 0.0016953843214427555 5.2169679084431637 0.5167041214235446 0.60228100472158985 5.6004522435506479 1.0905086994228743 2.4342604302882513
leaf_count=24 20 135 30 16 49 7 55 18 99 34 20 67 34 12 2309 68 7 316 20 77 9 28 77 138 117 16 72 58 55 47
internal_value=-3.32862e-07 -0.00249361 -0.0275007 0.00742274 3.51155e-05 -1.17126e-05 0.000894104 0.00113238 0.000632768 0.00193701 0.00358919 0.0016294 -0.0020864 -0.000145252 0.000327849 0.00395531 0.0679485 0.000973856 -0.0196949 -0.0590591 0.021544 -0.0155961 0.0173954 -0.017505 -0.00070766 -0.000930655 -0.00468603 -0.000637659 -0.00152183 -0.000186915
internal_weight=43.8697 0.614978 0.0674633 0.0423403 43.2547 42.6578 5.48081 5.46796 4.90833 3.31722 2.23391 1.67219 1.5911 37.177 20.1917 1.66385 0.0740683 1.58978 0.060557 0.0332255 0.0110317 0.00747349 0.00537485 0.00350454 16.9854 15.4612 1.11899 14.3422 8.74174 3.52477
internal_count=4034 201 66 46 3833 3784 334 327 272 220 121 101 52 3450 3073 764 75 689 373 353 276 267 239 215 377 365 88 277 219 102
is_linear=0
shrinkage=0.1


Tree=509
num_leaves=31
num_cat=0
split_feature=6 15 2 8 7 2 19 9 9 18 5 13 16 7 5 8 6 6 18 0 17 2 7 18 0 15 5 15 2 7
split_gain=0.00046104 0.000890855 0.00176458 0.00240174 0.00279432 0.00132605 0.000891333 0.00150635 0.00120483 0.020457 0.0447438 0.033043 0.0106762 0.022899 0.001885 0.0367197 0.0010962 0.000821786 0.00471205 0.0167113 0.0217384 0.00652286 0.00403928 0.00290293 0.0173208 0.0302844 0.00341591 0.00255712 0.00384052 0.0022122
threshold=16.465384711100004 42.713473568600008 188.47750099235003 8.4434108459500017 24.024273989350004 194.17955033580003 14.451165964200003 191.03141765810003 199.17419511990002 13.043896815850003 21.723721974650005 117.60660091645001 22.624947093000003 23.779256055650006 21.043187000650004 8.2435668022500028 16.555386813950005 14.745344522600002 14.366548389000002 93.953546284800012 209.15476105395004 128.12657635055004 24.412498046750006 13.946975448150001 90.767723400200012 30.404760455250003 20.444185446200006 37.050691080100002 133.20345888755003 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 5 -3 -4 -5 6 8 -8 9 14 -11 12 13 -12 -2 -16 -10 -1 23 20 21 -20 -23 26 -25 -26 -19 -28 -29 -30
right_child=1 2 3 4 -6 -7 7 -9 16 10 11 -13 -14 -15 15 -17 -18 18 19 -21 -22 22 -24 24 25 -27 27 28 29 -31
leaf_value=-0.00020108222133627098 0.00095089159549150532 0.0045959586812324149 0.0016435426063245763 -0.0091432255982843973 0.0011276857024893889 -0.0056631426535368986 0.0053175044774847746 -0.00030024679270536652 -0.0013475264048663121 -0.10094906715781699 -0.10076193164835807 -0.10134174786754782 0.10031899611301982 0.1004070167847522 0.0011940750748175616 -0.10060548887136025 0.0024165011066195892 0.007890886547495644 0.031994710935116313 0.00051469199531548125 -0.039813551473940632 0.097771301884934395 0.048218302434279312 0.0020120009453465431 0.0018225815967875193 -0.088904753084854321 -0.0027812512441197394 0.0087783787260987435 -0.0027638294746913077 0.0015038275028930537
leaf_weight=17.632376994626782 1.5242783472640429 0.9406766919900641 2.0641034688802482 0.55152903646107432 0.50966404539440191 0.56351185102685342 0.56234153615514548 3.1566492837433771 3.0218594026518986 0.06456904695184551 0.01054654896233842 0.017790588368370663 0.026790302013978362 0.012208517640829086 0.50907629074152172 0.038083626874140464 1.0400112779216515 0.6374514301205626 0.066923333289197084 0.56604875181083614 0.030238179977459367 0.037705002208156202 0.029180989747828789 0.59738001952787101 0.088620250885693252 0.062907494080718607 2.0678622889214804 0.61270481766405271 1.581967061414465 5.2309926346447639
leaf_count=2233 14 57 55 43 11 144 38 106 18 21 58 8 6 1 295 20 68 90 37 75 43 11 38 70 26 24 166 64 81 113
internal_value=-1.26157e-07 -0.000458776 0.000798761 -0.00034415 -0.00421037 -0.000943536 -0.000677159 0.000549203 -0.00140512 -0.00328797 -0.0414723 0.0155604 0.0575373 0.00716896 -0.000856469 -0.00589142 -0.000383776 0.000229081 0.000882381 0.00865936 0.0367627 0.0540674 0.0761523 0.000360506 -0.00564733 -0.0358433 0.00080462 0.000328807 0.00119488 0.000512879
internal_weight=43.856 14.6137 4.06597 3.1253 1.06119 10.5477 9.9842 3.71899 6.26521 2.20334 0.131905 0.067336 0.0495454 0.0227551 2.07144 0.54716 4.06187 29.2424 11.61 0.730096 0.164048 0.133809 0.066886 10.8799 0.748908 0.151528 10.131 9.49353 7.42566 6.81296
internal_count=4034 963 166 109 54 797 653 144 509 423 94 73 65 59 329 315 86 3071 838 204 129 86 49 634 120 50 514 424 258 194
is_linear=0
shrinkage=0.1


Tree=510
num_leaves=31
num_cat=0
split_feature=19 5 12 12 6 7 16 7 7 15 0 7 10 10 5 0 13 13 16 15 7 17 7 17 0 9 9 7 7 9
split_gain=0.000413722 0.00105216 0.000544293 0.000877834 0.000543702 0.0016472 0.00654263 0.00248822 0.000721657 0.0123965 0.007679 0.00770216 0.0061282 0.0208306 0.0137358 0.0106208 0.0102908 0.00639549 0.00354411 0.00175721 0.00139623 0.00370995 0.00237926 0.00187688 0.00218301 0.00107508 0.00101804 0.00148796 0.00242007 0.018463
threshold=14.651182102100002 22.53967987815 69.826413229550027 81.514192512750014 16.535386346650004 23.032902590750002 22.594947163200004 22.589037079550003 22.721067571950005 42.713473568600008 85.705356740550016 22.181995028450004 62.025417527550012 62.095317438950012 20.374719724350005 89.415428960600011 113.89115178020002 114.02557468670001 19.124955277500003 34.040719645900005 23.109894804950002 190.38166638035003 23.150522195450005 188.41589330430003 85.812895065800021 65.725663995500014 192.39832633775004 23.514778597300005 24.054467534550003 191.29995577870002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 9 10 11 19 -12 -14 16 -16 18 -17 -15 25 21 23 -22 24 -10 -5 27 -24 29 -29
right_child=1 -3 3 4 5 6 -8 -9 20 -11 12 -13 13 14 15 17 -18 -19 -20 -21 22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0030865522792859093 0.0050405922509253109 -0.0011558850426406587 -0.0040806622879477669 0.039944036536209447 -0.00062462959433314718 -0.00013312081453177837 -0.012089483668354675 0.0063858033596939246 0.0012215191891886744 0.063517085471702553 -0.0012389559342773364 -0.082254829795907147 0.095611067526907803 0.027086669176751999 -0.093775550606033792 -0.058105683919994572 0.10004880900101416 0.10003619203275192 -0.10052432148826254 0.10006875200296894 0.0067177101925635892 -0.0088973258160311361 -0.0065383077613246857 0.0019259523766773071 -0.0078591198005538675 -0.074421882100852599 0.00029937428289852084 0.063394320046292266 -0.001047795768010044 -0.10021019152683699
leaf_weight=0.54610796892063618 0.54365337271883507 0.55252826146181633 0.54433131519362987 0.0020906042063810323 3.4702971791093367 2.0416739444590353 0.58990838481201979 0.59276911180245395 0.50653292378988357 0.03259248696969097 0.55845774854242336 0.020339085385785438 0.029385900095803663 0.0043238479387947004 0.020713114589284487 0.0045799193519746595 0.014698003520607017 0.0057905649809981696 0.0043819896527566016 0.0029566937009803951 0.56037552915117217 0.617071348018292 0.53447556287179931 1.5614151781322636 0.55461306293002488 0.0013544921459458931 28.342561594811997 0.029002310708282741 1.5264454128363532 0.0090502853563521057
leaf_count=42 29 48 68 23 499 38 59 46 19 39 21 20 17 148 33 49 28 7 3 2 26 75 59 28 39 141 1622 74 721 11
internal_value=-1.012e-06 0.00191727 -5.02249e-05 -9.0835e-05 -3.8676e-05 -0.000864246 -0.00281332 0.000398137 0.000119492 0.00329414 0.000360505 -0.0521453 0.00254637 0.0277504 -0.00884786 -0.0524147 0.049015 0.030196 -0.0371449 0.0435153 5.44383e-05 -0.00192093 0.00026086 -0.000279429 -0.00352452 -0.00502067 0.000142001 -0.00198303 -0.000426816 0.0244832
internal_weight=43.8245 1.09618 42.7283 42.1822 41.6379 6.69465 2.63158 4.06307 34.9432 0.701664 0.669072 0.0267409 0.642331 0.0838733 0.0544874 0.0310836 0.0234038 0.0103705 0.00870584 0.00640179 34.2415 3.23963 31.0019 2.62256 1.06115 0.0034451 30.4415 2.09897 1.5645 0.0380526
internal_count=4034 77 3957 3915 3847 642 97 545 3205 531 492 186 306 285 268 89 179 56 151 166 2674 161 2513 86 58 164 2487 865 806 85
is_linear=0
shrinkage=0.1


Tree=511
num_leaves=31
num_cat=0
split_feature=6 6 16 16 0 5 16 2 16 2 16 9 7 18 6 2 9 16 9 18 6 8 9 2 13 17 3 7 9 12
split_gain=0.000368241 0.000760146 0.00399946 0.0242996 0.0251658 0.0207465 0.0172431 0.0223583 0.0162485 0.0124594 0.00872567 0.0078361 0.0044925 0.00898846 0.00155367 0.00502259 0.00322334 0.00123429 0.00276745 0.00260538 0.00166192 0.00214197 0.00359789 0.00165602 0.00301327 0.00204071 0.00145907 0.00144362 0.000964569 0.00198299
threshold=16.465384711100004 14.745344522600002 20.844951255400005 20.404952284350003 92.313586825200005 20.507253108450005 19.199955102150003 139.52793115400002 18.684956306450005 137.02423825130003 19.314954833200002 201.61239113610003 25.271514403800001 15.097325840300002 14.375335877400001 41.467794892200004 197.55459634620004 22.644947046300004 198.16621393750003 13.893471991850001 16.435384010100005 8.3434888241000014 196.26893085885004 133.20345888755003 117.53132408880002 190.69924117675001 93.090551224900011 24.002506000500002 199.17419511990002 94.328280857900012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 3 4 5 -3 7 8 11 -5 -7 -6 -9 -14 15 -1 -16 19 -19 20 23 -22 -23 24 -4 -25 -27 -20 -17 -30
right_child=-2 2 17 9 6 10 -8 12 -10 -11 -12 -13 13 -15 16 28 -18 18 27 -21 21 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.072650072939113977 -0.00041074240901955387 -0.091532555049752953 0.007817427457423292 0.075620294515975447 0.054076816521971875 -0.074008932164784533 -0.0008409919836808241 -0.09001275719743651 0.10021336962239276 0.0117264719466268 0.098039531788156498 -0.020863309221204249 0.077710313540144765 -0.1001752302657138 7.4420223512954898e-05 -0.0013990780127039037 -0.0094762659448038699 0.0082497273254686834 -0.0037713963645843711 -0.0065867311975273922 -6.4426681932778756e-05 -0.00029684880009571928 0.011226608455753035 -0.0055937212441668415 -0.0012300739433567815 0.0010567850924435259 -0.003558449861551365 0.0035394946489865856 0.0032622307387230789 -0.00011005757215388621
leaf_weight=0.009532351454260346 14.592307690727965 0.048135712039764474 0.57689360721269167 0.071136330487206578 0.032631922280415893 0.0042065745567404994 0.65780261130566942 0.012465298891129351 0.049812118522822857 0.053452414027560735 0.009850901897152653 0.024376114772167057 0.0062405259130926538 0.0052137553407192172 1.025269214109598 3.607556383773967 0.5392312700117613 0.5933311309500543 0.56055338105905128 0.59551846999281899 1.5282792955731568 0.51688721954474715 0.56943630519253929 1.0352370725924256 1.0171466469764707 2.0766565671947324 1.0221629741506104 0.52124535496113822 2.0968775859954567 10.352444274314388
leaf_count=6 963 36 105 37 20 70 61 8 18 24 7 25 31 17 93 1157 199 43 30 84 36 17 24 26 15 36 31 37 67 711
internal_value=-4.95475e-07 0.000204383 0.0008335 0.00696174 0.000921314 -0.0603206 0.00575153 0.0389211 0.0584899 0.0482079 0.0465556 0.0220331 -0.0484696 -0.00325956 -0.000209132 8.38026e-05 -0.00321738 0.00027034 0.0027614 -0.000196514 0.000259632 0.00234871 0.00574359 -0.000693931 0.00204428 -0.00174975 -0.000465576 -0.000248774 4.07228e-05 0.000457947
internal_weight=43.8119 29.2196 11.5887 0.975324 0.850736 0.0621932 0.788542 0.13074 0.10682 0.124589 0.0140575 0.057008 0.0239196 0.0114543 17.6309 16.0664 1.5645 10.6133 1.67513 8.93822 8.3427 2.6146 1.08632 5.7281 1.59404 4.13406 3.09882 1.0818 16.0569 12.4493
internal_count=4034 3071 838 354 293 113 180 119 63 61 77 45 56 48 2233 1941 292 484 110 374 290 77 41 213 120 93 67 67 1935 778
is_linear=0
shrinkage=0.1


Tree=512
num_leaves=31
num_cat=0
split_feature=7 16 7 16 15 7 0 16 19 9 15 9 0 15 5 8 5 5 10 9 18 16 19 9 9 5 9 4 9 13
split_gain=0.000358971 0.00970072 0.0111833 0.00260663 0.00200983 0.00419026 0.00109812 0.000967731 0.000957999 0.00112806 0.000835518 0.000737927 0.000573486 0.00132362 0.00201856 0.00351585 0.0016157 0.00252787 0.000924888 0.00281247 0.000900816 0.00197496 0.00188462 0.0035336 0.000893063 0.000798887 0.000760864 0.0017563 0.00163051 0.00223614
threshold=22.105125139000005 22.744946812400002 21.147833206800005 20.959950986500004 30.604459195950003 21.725272673150005 91.394134144600017 22.704946905950003 13.551093343600002 66.346857137250012 23.844742694550003 63.789425898000005 85.995710218650018 45.169600924000008 22.649179082500002 8.543332867800002 22.327062271350005 21.991679690250006 61.966271448700006 201.32298960505003 13.327513832500001 22.644947046300004 14.351157895250003 195.41812862360004 195.30595290385003 21.500664456800006 196.26893085885004 161.32746469610001 202.37225149245003 104.29066779635001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 8 12 9 11 -11 -1 18 14 16 -16 17 20 19 -2 22 26 -14 -24 -18 -20 27 -22 29 -28
right_child=7 -3 4 -5 -6 -7 -8 -9 -10 10 -12 -13 13 -15 15 -17 24 -19 25 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.011060033282027128 -0.0083380592537321465 0.00024463394238350214 -0.10021774114753612 0.091063310096997627 -0.10035999404098082 0.083745559389875032 -0.10005159248299672 0.0039000657687259625 -0.064760670491527991 0.014440660844748597 -0.10001915445825216 0.088854284503024836 0.00017791999862392901 -0.0045808819495492068 0.0090807496347562102 0.00076572555300446024 -0.00090101551569255725 0.0065375392103485877 -0.0039527274983214809 0.0018456859638561415 -0.006475905843140688 -0.0060228319621195006 0.010430375771536859 -0.0010101313732448485 -0.0067029638097071426 8.7596243151046965e-05 0.0070619323598493308 -0.00053950059710190551 -0.00060107403335249074 0.0007696742809911233
leaf_weight=0.0024152865477218774 0.5766646710652672 0.89863449960648722 0.0033239883224106181 0.0040002733516075759 0.021821380502018428 0.0019731537375012875 0.0010700364061854714 0.64067362118214433 0.0015428108546439029 0.001625193148222126 0.0010496442079457324 0.0024624568164768323 3.5803559000857517 0.58480094892456591 0.67658106244475336 2.0471027638413943 0.52372477586868516 0.60329984415212123 0.54750053110183206 0.51194297420261137 0.55740245411855216 0.5747111896489504 0.56266478660108965 0.51900542830117047 0.53765110027241292 4.6106878790378811 0.60609771484839114 4.7057162946757058 11.604458515056651 8.2869548897251644
leaf_count=37 61 57 69 18 20 33 48 94 106 227 204 19 51 64 62 34 13 48 32 10 39 32 48 6 41 175 95 1100 1007 184
internal_value=3.25029e-07 -0.00193286 -0.0493305 0.0226818 -0.086947 -0.0316925 -0.00422756 4.27218e-05 0.00704575 0.0217141 -0.030475 0.0503333 -1.58158e-05 0.000137777 0.00021576 0.00283123 -2.34395e-06 0.000126554 -0.000900241 -0.00354892 1.7771e-06 -0.000225039 0.00128304 0.00494101 -0.00384005 -0.000341252 -9.56919e-05 -0.00116821 0.000179697 0.00119852
internal_weight=43.7979 0.939919 0.0412842 0.0141657 0.0271185 0.00529714 0.0101654 42.858 0.00909539 0.00755258 0.00267484 0.00487774 42.2173 35.9705 35.3857 2.72368 32.662 31.6007 6.2468 1.08861 30.9974 26.3353 4.66203 1.08167 1.06138 5.15819 25.7606 5.26312 20.4975 8.89305
internal_count=4034 838 781 659 122 102 641 3196 593 487 431 56 3102 2824 2760 96 2664 2610 278 71 2562 2457 105 54 54 207 2425 1139 1286 279
is_linear=0
shrinkage=0.1


Tree=513
num_leaves=31
num_cat=0
split_feature=12 12 17 17 16 15 0 10 13 5 5 15 10 3 19 9 16 5 9 15 15 12 8 12 3 5 7 5 6 10
split_gain=0.000479912 0.000943497 0.000524162 0.00423952 0.00104847 0.00080535 0.0120022 0.0106905 0.0171705 0.00384534 0.00646073 0.00456331 0.00110555 0.00319439 0.00300604 0.00880656 0.00471243 0.0445288 0.0034197 0.0317103 0.00214264 0.00135051 0.000782638 0.000765827 0.000876629 0.00410492 0.0283876 0.00266715 0.00232998 0.0183804
threshold=69.826413229550027 81.514192512750014 183.35201426355002 181.79266834725004 22.714946882600003 20.903251014350001 97.878695155250014 78.285212300550015 100.66662623655002 13.154029769200003 12.451585980350002 20.123524217100002 75.634392583900009 77.69375151185001 12.751028791950002 205.88909726980003 18.664956353200004 17.324237253850004 206.22988073345002 28.626568391100005 27.063546193350003 162.55248274650003 8.543332867800002 94.328280857900012 92.598563387050021 21.850554661550003 24.112074426950006 20.971847224900007 14.745344522600002 66.351146659450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 22 5 6 -4 -8 9 10 11 -9 14 -14 15 -7 17 21 19 -19 -18 -16 -3 -22 25 27 -27 28 -25 -30
right_child=1 2 4 -5 -6 12 7 8 -10 -11 -12 -13 13 -15 16 -17 20 18 -20 -21 23 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.0029391750568617319 -0.0041759623502406395 -0.00039918510593558906 0.088483267778292837 -0.0091457903181737712 0.0042140853171400133 0.013767673249555391 -0.061883385245405098 -0.10016263920038918 0.085731134428374323 -0.0010517328193878548 0.09675695872632166 0.083421372776481872 0.00013978371244431132 -0.0087124917225187594 -0.10052714529609451 -0.0040238707209305545 0.0063560840806804924 0.074541513062368545 -0.0025737813897747579 -0.100195966819312 -0.0035107544989547096 -0.062666366590603914 0.003653666525013598 -4.7840282700489743e-06 -0.00028777581851252972 0.055798629309325609 -0.00054695472443551981 -0.0060806755180492222 4.9437692157938679e-05 0.029386320127506128
leaf_weight=0.54867699668599001 0.54383119204713537 4.4235453660079189 0.016252563184700364 0.5594608858725908 0.62433321944666786 0.58213085216531968 0.025555574667364356 0.0037971423468686752 0.024719662353163585 0.51227180118226556 0.010200912339314527 0.0021043290478388599 1.5348944710636612 0.55505477819195581 0.045367887564902953 0.53289861441589892 0.54720417039422642 0.036335707815879914 0.51696992180474055 0.014541936722821447 0.59443792344791546 0.011890779981804656 0.53399243555956832 8.072940253340219 19.772769610470856 0.10633690922986794 0.56186856087833803 0.6100355876828879 1.6205683944504006 0.24597960284518183
leaf_count=46 70 1062 65 85 92 46 35 507 16 54 17 12 161 196 64 30 23 14 110 89 53 34 65 120 568 38 88 61 91 122
internal_value=2.75832e-07 -3.70142e-05 1.57017e-05 -0.000893873 0.000150665 8.12685e-05 0.00373055 0.00135009 0.00427178 0.000460754 0.0485781 -0.0347008 2.09006e-05 -0.00221123 0.000158625 0.00526468 -1.51809e-05 -0.00861445 -0.000139284 0.0245977 0.000152111 -0.0926647 3.73607e-05 4.46285e-05 0.000112825 0.000818939 0.00841977 0.000337504 0.000731419 0.00391554
internal_weight=43.791 43.2423 42.6985 5.517 37.1815 36.5571 0.594902 0.578649 0.553094 0.528374 0.0161024 0.00590147 35.9622 2.08995 33.8723 1.11503 32.7572 0.625106 0.567848 0.0508776 32.1321 0.0572587 4.95754 31.5849 30.9905 11.2177 0.668205 10.5495 9.93949 1.86655
internal_count=4034 3988 3918 1212 2706 2614 706 641 606 590 536 519 1908 357 1551 76 1475 311 213 103 1164 98 1127 1141 1088 520 126 394 333 213
is_linear=0
shrinkage=0.1


Tree=514
num_leaves=31
num_cat=0
split_feature=9 15 18 5 4 3 13 12 10 6 10 0 3 5 9 17 9 6 17 10 16 14 7 19 16 18 19 5 18 9
split_gain=0.000395906 0.000630561 0.000477803 0.0048513 0.000962775 0.00683451 0.00287289 0.00149962 0.000492802 0.00300377 0.00198519 0.000711029 0.00315032 0.00307709 0.00069868 0.00129829 0.00100892 0.000718868 0.000561806 0.00142874 0.00613974 0.0265201 0.0155222 0.0156868 0.0161238 0.00878954 0.00549921 0.0044199 0.00354779 0.044789
threshold=219.96883426190004 35.098844929350008 16.587089536200001 15.120347274900002 253.42216146380005 80.215525238150022 95.986020631400024 217.19140783420002 75.634392583900009 12.350288562550002 75.408562100950022 96.959242474650011 81.93344998355002 16.569990495050003 214.31567825310003 202.13833745355001 211.04147598835002 16.375382608200002 205.45998821870003 70.123053416500014 19.974953289850003 161.40546423680004 23.514778597300005 13.751109481500002 19.199955102150003 13.4793103924 13.251069136700002 20.872540794500004 13.893471991850001 205.22231928645002
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 13 -13 -1 16 17 18 -16 19 20 21 -15 25 24 -24 27 -21 -23 -22 -30
right_child=1 -3 3 -5 5 -7 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 26 28 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0075592604823336088 -0.004287709318637048 0.00057667912430937667 0.00024979396868588118 0.048900086053099909 -0.10004458520174304 -0.10024051803858328 0.076318974042217103 0.049869628441956824 6.6302180839783459e-05 -0.0076527459477900078 0.0059027019766174707 0.00025784109073134998 -0.0082159311739602708 -0.00090315319845657666 0.0066657572619889145 -0.0020454946834233597 -0.0043371403355073421 0.0014602853487507943 0.0018383286659518728 -0.0001524620409818972 8.5919196854606213e-05 0.099990855793234856 0.064665908398806329 0.095127995965269649 -0.035389983010129425 -0.1004766307603034 -0.011075413882635544 -0.02004567464845021 -0.060037262658538294 0.0050635092901343557
leaf_weight=0.55189194804928021 0.54352045814775951 0.52281664529726868 0.50777625946732297 0.022081531732892845 0.0015981753997335044 0.0035578704878389536 0.011615396637466802 0.0011455349087505784 3.5693657487574137 0.58703830233075205 0.58512319102341237 2.0427136433590927 0.55874026450146619 0.55186435101551956 0.53533188085984906 0.51188926536255497 0.54401299163506323 0.5259307172633072 1.5899492736717196 2.5656502735395494 26.034269556426345 0.0048442516891305668 0.041592510653745585 0.063293103827163577 0.026283485731255496 0.0099488327664474865 0.56184992142811996 0.0083634978730050338 0.13012407760412159 0.56261134892702103
leaf_count=60 211 57 179 24 172 11 39 279 471 120 27 130 29 66 20 30 99 46 111 168 809 10 39 13 14 57 149 469 88 37
internal_value=5.03028e-07 -0.00190274 4.80206e-05 0.00298243 0.00105368 0.0238361 0.0545796 -0.0374534 9.89695e-06 -0.00102391 0.000122955 3.25824e-05 -0.00156216 0.000151729 3.24285e-05 0.00209092 -6.66189e-05 0.00408608 5.64156e-06 -8.97057e-05 0.000141158 0.00934462 0.0459904 0.0593157 0.0259215 -0.0294904 -0.00211475 0.0239805 -0.000102019 -0.00716508
internal_weight=43.7768 1.06634 42.7105 0.547775 0.525693 0.017917 0.0143591 0.00274371 42.1627 4.1564 38.0063 37.4212 2.60145 34.8197 34.2678 1.57315 32.6947 1.06126 32.1506 30.5607 27.4332 0.70619 0.154326 0.131169 0.067876 0.0231566 3.1275 0.0132077 26.727 0.692735
internal_count=4034 268 3766 704 680 501 490 451 3062 591 2471 2444 159 2285 2225 96 2129 66 2030 1919 1602 668 602 66 53 536 317 479 934 125
is_linear=0
shrinkage=0.1


Tree=515
num_leaves=31
num_cat=0
split_feature=6 6 15 18 3 3 6 5 7 18 15 7 6 6 5 12 18 12 2 18 8 10 12 13 3 18 13 6 17 2
split_gain=0.000405679 0.00100374 0.00364477 0.00153042 0.00306729 0.00100282 0.00203163 0.00235066 0.000932954 0.000897203 0.00171693 0.00723702 0.00131748 0.00773635 0.0320943 0.0212238 0.00210832 0.000954628 0.00169101 0.000827575 0.00165455 0.000787309 0.00258117 0.00141503 0.0199979 0.00115702 0.00316352 0.00128453 0.000913455 0.000778011
threshold=16.465384711100004 16.405383309150004 42.246988155050012 13.3584252364 93.181958801350021 93.394346993650018 16.285380505300001 22.327062271350005 23.203497038450006 13.376114027300002 37.050691080100002 24.385896469550001 15.075352233200002 14.825346391850003 18.160071980500003 145.97209859650005 13.512826932300003 69.826413229550027 60.327272492300004 13.405476405600002 8.3434888241000014 62.025417527550012 217.64277969395002 117.57433941890001 93.620177476600006 13.327513832500001 117.43453959610001 16.565387047600002 188.83172615260003 100.60547560250002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -5 -1 12 -12 13 17 -15 -16 -14 -11 -19 -10 -21 23 25 24 -2 28 27 -27 -23 -25
right_child=21 3 -4 8 -6 -7 7 -9 19 10 11 -13 16 14 15 -17 -18 18 -20 20 -22 22 -24 29 -26 26 -28 -29 -30 -31
leaf_value=-0.0038697380252666288 0.078981873953614778 0.0072233656343536319 -0.0078612403675826382 -0.0041394425904828155 0.00064750109107084583 -0.0040773733042296766 0.0084621004281086997 -0.00069785075547826184 -0.00099345975465759393 0.0041657652468010207 0.030910075932166093 0.00075787026858148117 0.0013438094260909933 0.075171715198951064 -0.061003804799718023 0.031733113418720607 -0.0073890219890560688 -0.0056986838227676764 -2.3618330388202212e-06 -0.0013316040419022878 0.0064841043662830014 -0.0014000427860265978 -0.0077585789712585193 0.0023411006257857232 0.00016873858770846673 -0.0023301865859085666 -0.0090236730282367752 0.0036449534926179107 0.0018300699682352102 -0.0005414824848308142
leaf_weight=0.58354030749312968 0.034357345197347899 1.0759455242950933 0.58802612836531665 0.512401698511466 2.0817627151043379 0.55645146973928206 0.62347852945731463 0.50877615020726807 1.4941615534480663 0.52139451432539274 0.093571887593497105 0.5331623212492822 0.50924214808037394 0.066839959625211942 0.049283410335192457 0.049430629400518455 0.60477764567612269 0.53751965105712329 17.10396757963256 0.53351649577052718 0.55017641833887865 1.5241701791453981 0.55946538265596668 1.0887728287027725 0.51151558848891288 1.012912527396111 0.5494001534389098 0.55798774860170031 2.0571007230211649 6.6866469118841492
leaf_count=80 6 28 127 7 85 174 61 20 8 6 27 94 9 34 30 27 78 47 2039 65 25 70 64 90 328 14 12 55 29 295
internal_value=1.00301e-06 0.000216253 -8.9915e-05 0.00133986 0.00288814 0.000114626 0.000221702 0.0043461 -0.000242206 -4.41174e-06 0.000107978 0.00525962 -5.80867e-05 0.000144859 0.0216641 -0.0145662 -0.00339706 -5.12883e-05 -0.000175923 0.00053245 0.00263633 -0.000429686 -0.00127678 0.000207677 0.00512925 -0.000640755 -0.00249212 -0.000207802 0.000455351 -0.000137841
internal_weight=43.7598 29.1774 22.9295 6.24796 3.15771 22.3414 21.785 1.13225 3.09026 20.6527 20.0692 0.626734 19.4425 18.3284 0.165554 0.098714 1.11402 18.1629 17.6415 2.57785 1.08369 14.5823 6.26104 8.32129 0.545873 5.70157 2.1203 1.5709 3.58127 7.77542
internal_count=4034 3071 2853 218 113 2726 2552 81 105 2471 2391 121 2270 2183 91 57 87 2092 2086 98 90 963 244 719 334 180 81 69 99 385
is_linear=0
shrinkage=0.1


Tree=516
num_leaves=31
num_cat=0
split_feature=19 2 12 12 12 7 18 16 2 7 8 2 2 6 16 8 5 3 12 16 16 4 0 18 4 16 15 16 15 0
split_gain=0.000487567 0.000709253 0.000446564 0.000630556 0.000436995 0.000902328 0.00104574 0.000918676 0.00125985 0.00181668 0.00243052 0.000898822 0.00108984 0.001448 0.000587221 0.0246378 0.0178538 0.0156849 0.00614798 0.0106158 0.00720751 0.00514921 0.00374096 0.00261254 0.00258083 0.0029837 0.00257289 0.0191016 0.0104536 0.00801157
threshold=14.651182102100002 156.81164617195003 69.826413229550027 81.514192512750014 107.96682590455002 25.335171910400003 12.920478434700001 15.344964116800002 71.340832650850004 23.9417051038 8.3434888241000014 89.995434560150002 83.586740321150003 11.545269753400001 17.809958352600002 8.1436447804000007 16.078966488550005 81.105404879350019 179.90801194620005 15.584963555600002 12.644970430600003 267.94697827110002 98.674478761850011 17.399600107550004 199.39562187565002 14.694965636800001 30.501457990950005 18.404956961200003 26.912781836550003 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 -1 -4 5 6 -5 -8 9 10 -9 12 -6 -14 15 18 17 -17 24 20 -20 -22 -23 -24 -13 -26 27 28 -16 -29
right_child=1 -3 3 4 11 -7 7 8 -10 -11 -12 14 13 -15 26 16 -18 -19 19 -21 21 22 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.0027971337143192858 -0.00052790476646665484 0.0045594971407499508 -0.0034704969820890507 0.0045290529365964944 0.00012443160559929143 0.0045439341920942003 0.0021440371279643606 -0.0051688764884328534 0.00041232004813255402 -0.0075290428475766119 0.0042565825864932282 0.0059567766948931556 -0.00056774771279534397 -0.0080006704016261851 -0.026713532576609234 -0.084547479887134083 -0.090373234826364404 0.034448485278572395 -0.062242445666405383 -0.079114720274751443 0.098795191952717229 0.082528421019302689 -0.10004070501574086 0.032767238495060545 0.00042643745133672011 -0.0081493775919318414 -7.8929604348100402e-05 0.034404350881213561 0.093546121859455877 -0.0024863739292728393
leaf_weight=0.54313081131325347 0.53391276642287155 0.56300634337821975 0.54422845329149439 0.54974021358257097 1.0070453111548006 0.54660393942316421 1.5410403545827138 0.55708964829364027 3.6312458333450621 0.56330143474406202 0.53760033356957138 0.53344317654359885 0.49810522936999724 0.55313410271901375 0.0090571047383941616 0.016881250080592269 0.05245148752419837 0.032215598183029215 0.0044711908757190935 0.0067148865136439631 0.023544120591566409 0.0045876466431418184 0.0031534709075329292 0.0027931670723013724 1.5373448031261774 0.55114452981282269 28.172484092969725 0.066197876696355351 0.035794503843059822 0.53169708707969221
leaf_count=42 35 42 68 102 7 113 16 27 139 67 15 137 3 124 102 70 72 16 522 173 13 35 136 40 359 195 1104 206 13 41
internal_value=1.5706e-06 0.00208326 -5.19608e-05 -8.87054e-05 -4.44303e-05 0.000623533 0.000333167 -4.54225e-06 -0.000630539 -0.00291456 -0.00054005 -0.000201812 -0.00222658 -0.00447875 -6.98612e-05 -0.00146089 -0.0498058 -0.00646658 0.000379747 0.0369199 0.0571318 0.0727941 0.0146816 -0.0376601 -0.000251075 -0.00183669 6.37976e-05 0.00631973 0.0692615 0.0015981
internal_weight=43.7532 1.09692 42.6562 42.1131 41.5689 7.92662 7.38002 6.83028 5.28924 1.65799 1.09469 33.6423 2.05828 1.05124 31.584 2.76875 0.101548 0.0490968 2.6672 0.0452645 0.0385496 0.0340784 0.0105343 0.00594664 2.62193 2.08849 28.8152 0.642747 0.0448516 0.597895
internal_count=4034 77 3957 3915 3847 479 366 264 248 109 42 3368 134 127 3234 1768 158 86 1610 919 746 224 211 176 691 554 1466 362 115 247
is_linear=0
shrinkage=0.1


Tree=517
num_leaves=31
num_cat=0
split_feature=9 9 6 2 9 19 0 18 2 3 5 3 7 3 15 17 2 6 14 2 3 2 9 5 17 9 9 2 17 13
split_gain=0.000399778 0.00163553 0.00214628 0.00212236 0.00167493 0.0011675 0.00163986 0.00404074 0.00241108 0.00138734 0.0260048 0.0108345 0.0066734 0.00957173 0.00144461 0.00116973 0.00998304 0.00140028 0.00111848 0.000988477 0.0108016 0.0112775 0.0123955 0.00232719 0.00131954 0.000978826 0.000888032 0.00147722 0.00384048 0.00130524
threshold=195.94564826430005 197.55459634620004 14.845346859150002 41.467794892200004 197.90890142995002 14.351157895250003 85.995710218650018 13.327513832500001 181.73369492375005 93.394346993650018 22.783584484750005 93.69276584615001 22.356277907050004 93.69276584615001 41.29990759910001 186.57794620975002 79.265746973750012 16.435384010100005 157.58516208295003 101.23478163165002 90.041839705000015 128.12657635055004 191.29995577870002 14.943099738200003 194.73806315685002 192.57902085675002 200.84017322135003 165.44420596670003 188.41589330430003 104.40627149595001
decision_type=2 2 2 2 2 2 2 2 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 9 -7 -8 -9 14 12 -12 13 -11 15 25 -17 19 -6 -18 21 -21 23 24 -23 -1 27 29 -29 -20
right_child=1 3 -4 4 18 6 7 8 -10 10 11 -13 -14 -15 -16 16 17 -19 26 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00044425329600662061 -0.00081530434003887139 -0.044172572118570987 0.0077231864664239732 -0.0038155239198429296 0.0046754827177960872 -0.00036257037704744897 0.0098943714867780076 -0.0046573715059867156 0.004581908671946704 0.1001509305215928 -0.055574872357893129 0.00057379946911757481 -0.10063833858431931 -0.087107398655523111 0.0043719342831778397 -0.048689141693298764 0.0029529136956022357 -0.0065024191906104993 0.003647513332618633 -0.092245505863312829 -0.00049901155495271632 -0.047631419302857872 -0.083623245260359635 0.10002691212516523 0.053461305260206683 -0.0041406235899298337 -0.00020872836786426358 -0.0018525658967373311 0.0098770123759359656 -0.00025641660970114182
leaf_weight=4.0709018557245402 0.53826156583841356 0.010841106995942762 0.64976789433885429 1.0598004528025082 0.55631510962057262 4.587478542243324 0.59867124055745069 0.59387170834816039 0.53860674607858527 0.0045504635199903332 0.035550937172956432 1.0312619760619881 0.034099906490155263 0.0068218092051604007 0.52794236448153231 0.046407874594081355 0.53903232901604359 0.52736236970713424 1.0515290259415078 0.026614349442658058 1.4975412781758002 0.0020721943405558477 0.0095641618172521703 0.0079268764203098419 0.0034256670545073226 0.52577998923244695 18.919574894239712 0.52043232575499565 0.60205918733992192 4.6155357189417145
leaf_count=502 33 14 57 31 40 177 62 84 23 1 13 533 18 75 10 30 52 12 27 88 30 153 17 13 331 29 1432 15 67 65
internal_value=1.57625e-06 0.000222381 0.00385464 6.45225e-05 8.20733e-05 -0.000412362 0.00062706 0.00324954 -0.00026317 -0.00115057 -0.00445412 -0.00129732 -0.0785151 -0.0121785 -0.000678545 -0.00104598 -0.002715 -0.00189865 0.00023934 -0.000734873 -0.00201971 -0.0479303 0.00337353 0.0653525 0.0153585 -8.01764e-05 0.000143347 0.00112443 0.00443871 0.000467961
internal_weight=43.7396 28.5241 1.18803 27.3361 27.3252 15.2155 6.31863 1.73115 1.13248 8.89686 1.11229 1.06681 0.0454722 0.0113723 7.78457 7.25663 2.65995 2.61354 26.2654 2.08618 1.54714 0.0496032 0.0229889 0.0134247 0.00549786 4.59668 25.7091 6.78956 1.12249 5.66706
internal_count=4034 1781 90 1691 1677 2253 346 169 107 1907 640 546 94 76 1267 1257 726 696 1646 684 632 602 514 497 484 531 1606 174 82 92
is_linear=0
shrinkage=0.1


Tree=518
num_leaves=31
num_cat=0
split_feature=19 5 6 10 18 4 18 17 3 16 5 18 15 6 16 5 8 15 6 6 5 17 6 4 6 4 5 6 0 2
split_gain=0.000404691 0.000739632 0.000373103 0.00106996 0.00101049 0.00181474 0.000923252 0.000892692 0.000874293 0.00191638 0.0012206 0.00118082 0.000737011 0.0014869 0.00100485 0.000895327 0.00242978 0.000832353 0.000832067 0.00327741 0.0294162 0.0179354 0.00206565 0.00311327 0.00164573 0.0103414 0.0131289 0.0136764 0.0116369 0.00428863
threshold=14.651182102100002 22.53967987815 16.485385178400005 61.93938686740001 13.043896815850003 156.01728445355005 13.893471991850001 198.89195247110004 93.281431752200021 22.584947186600004 22.938948824900006 13.222029912150001 42.246988155050012 16.455384477450004 22.654947022900004 21.991679690250006 8.4434108459500017 38.483556206400003 16.100376182700003 16.445384243750002 21.566902724800006 200.11066131620001 14.980350013450002 256.08338064055005 14.775345223550003 165.86037890555002 18.492557862250003 14.815346158200002 94.165934477050016 110.52061241095002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 11 10 -10 -6 14 -14 15 17 -17 18 22 20 21 -20 24 -24 -13 -26 28 -28 -27 -29
right_child=1 -3 6 4 8 -7 -8 -9 9 -11 -12 12 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 25 26 27 29 -30 -31
leaf_value=0.0042952665707524963 0.0045266367394092765 -0.00067065981665796629 -0.00050108940554759195 -0.001277144900243948 0.0033842944383673905 0.0068504744390059068 -0.0045732350619456207 0.0036763385968062259 -0.0040965532691785208 -0.0069525622914051559 0.0018265066885392364 -8.2479892739624014e-05 -0.0061207753951928838 0.0013251883632824717 0.0043072009550008828 -0.0021153867156842652 0.0074890211151951895 -0.0029197729959603833 0.090738781746412769 -0.0013739278368268613 -0.0027497007866296992 0.014265696943064027 -0.0092550309172109834 -0.00024905588464454868 -0.0010453188837840929 0.093656358604604459 0.064924300685566191 -0.074011709716468657 0.013652180411300891 -0.0077945524491220127
leaf_weight=0.60914370751454328 0.54154468526394228 0.55386230597150643 11.868176039311725 0.51844437777646912 1.0525402874163834 0.58437189243809762 0.53253820811886221 0.53458668997677783 0.52654465824535246 0.57234027803560117 1.0256115444174108 17.091409659244992 0.56645830990678436 0.50932818185538054 0.54947035171062353 0.51185333657846388 0.54267068666572982 1.0380339167363697 0.06015351030509819 1.0229873326288723 0.51317713243770413 0.062568628207372967 0.61065031020007055 1.0334629542194305 0.5581761535431714 0.040948236826807261 0.018684838230001333 0.01850771059980616 0.032698887356673367 0.020743110443703472
leaf_count=96 29 48 768 15 39 132 58 31 21 118 41 2067 81 5 35 45 14 44 78 10 6 34 80 22 12 22 17 11 22 33
internal_value=9.06498e-07 0.00189877 -4.78646e-05 0.000147413 6.05324e-05 0.0030296 -0.000496093 -0.000321033 -5.6496e-05 -0.00200658 -0.000182799 0.000103744 -3.54748e-05 -0.0025955 8.06013e-05 -1.96022e-05 0.00282716 -0.000155302 -1.91991e-05 0.00213049 0.00776815 0.0517498 -0.000202779 -0.00359402 0.000110788 0.00489973 0.0301187 -0.00549524 0.058135 -0.0390175
internal_weight=43.7217 1.09541 42.6263 29.691 29.0818 1.10282 12.9353 12.4028 27.979 2.1245 1.55216 25.8545 24.802 1.07579 23.7262 23.1767 1.05452 22.1222 21.0842 1.65889 0.635899 0.122722 19.4253 1.64411 17.7812 0.689759 0.131583 0.0579357 0.0736471 0.0392508
internal_count=4034 77 3957 3100 3004 147 857 799 2857 180 62 2677 2638 86 2552 2517 59 2458 2414 128 118 112 2286 102 2184 117 105 61 44 44
is_linear=0
shrinkage=0.1


Tree=519
num_leaves=31
num_cat=0
split_feature=8 3 0 16 19 4 8 19 5 10 7 18 19 19 6 0 5 5 2 2 7 15 18 18 3 7 16 8 16 14
split_gain=0.000380273 0.00451891 0.0112766 0.006832 0.000444686 0.000650876 0.000444738 0.000723926 0.00257409 0.000630886 0.00151728 0.00499923 0.0271335 0.00587719 0.000864164 0.000693206 0.000612669 0.00305961 0.00468107 0.00235485 0.0111085 0.03877 0.0171133 0.0114282 0.00380172 0.0221934 0.0208263 0.0124795 0.00080434 0.000711152
threshold=8.8430989333000021 93.394346993650018 87.278104746850019 20.574951886800005 14.651182102100002 264.30477453730003 8.7431769115000026 14.151141757350002 23.545618314050007 61.987779113750001 23.314707969200004 13.036600629150001 14.251149826300002 14.451165964200003 16.485385178400005 85.812895065800021 21.269675393700002 20.911722254300006 111.23922738415001 148.06652356835002 23.604435110900003 37.491361913600009 13.192618516750001 13.043896815850003 92.598563387050021 24.112074426950006 22.494947397000004 8.543332867800002 22.644947046300004 273.54171774295008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 9 -8 -9 10 11 15 -13 -14 -12 -1 17 28 -19 20 21 -18 23 -23 25 26 27 -21 29 -11
right_child=1 -3 3 -5 5 -7 7 8 -10 16 14 12 13 -15 -16 -17 19 18 -20 24 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00014584637892668301 -0.084434623279198789 0.00043428069249984577 -0.041982435992836985 0.041197848179378618 -0.0004519984612608462 0.0044786225451182143 -0.00014840904938401243 0.0078113098521442256 -0.0020185667583289555 8.0853153133760751e-05 0.0045848523240851142 -0.0010409648094770177 -0.077317357076054555 -0.029320313279546702 -0.00027180991606134416 -0.0038337309022633604 0.00053299040515889331 -0.00033849955022542672 -0.011545368031703437 0.04524020924448699 -0.0004772092462994855 0.056519201806603851 0.088425478133439178 -0.016416259954688244 -0.00077014957395814135 0.00063834573138078581 0.099766511413693693 -0.10044955589331549 0.0027877296192202689 -0.0025557003665055322
leaf_weight=2.4611123482203019 0.022577925206857752 0.54638721875989127 0.017868195305709378 0.022071447514463216 0.52783006559707135 0.54330938632483594 1.5198945374868338 0.57360000413609646 0.49740318601362787 19.447920123201143 0.56487208369981079 0.5182567675223847 0.060034612457185332 0.044364611480204985 1.0425736045895062 0.53240026286656661 0.51116297220217832 1.0170957173249917 0.58829598520886484 0.014294238197329778 2.0285759863909334 0.049548188973858487 0.082286707751336507 0.037928384674181359 7.7077682460630061 0.55644810111540721 0.046054500999161974 0.009987516445107758 1.0438614579907142 1.0798356236561719
leaf_count=434 20 135 30 16 23 23 16 28 18 1368 35 78 27 29 17 16 100 63 66 48 12 28 27 19 218 98 11 6 22 1003
internal_value=1.8302e-06 -0.00247974 -0.0279475 0.00398466 3.68837e-05 0.00204894 -1.43869e-05 0.00125476 0.00324605 -9.77502e-05 -0.00112138 -0.00225767 -0.0104102 -0.0569209 0.00143487 -0.000561927 5.84999e-05 -0.00023358 -0.00444526 0.000671458 0.00323248 0.0142842 0.0556894 0.0248956 -0.000161112 0.00732842 0.0602553 -0.0146846 7.98592e-05 -5.78393e-05
internal_weight=43.7156 0.608905 0.0625176 0.0399396 43.1067 1.07114 42.0356 2.5909 1.071 39.4447 5.22361 3.61617 0.622656 0.104399 1.60745 2.99351 34.2211 23.177 1.60539 11.0441 2.7095 0.680926 0.169763 0.0874766 8.33455 0.626784 0.0703363 0.0242818 21.5716 20.5278
internal_count=4034 201 66 46 3833 46 3787 62 46 3725 636 584 134 56 52 450 3089 2522 129 567 186 174 74 47 381 163 65 54 2393 2371
is_linear=0
shrinkage=0.1


Tree=520
num_leaves=31
num_cat=0
split_feature=6 6 15 5 16 9 15 2 8 7 2 17 2 4 14 14 6 0 8 3 3 15 18 9 7 2 9 17 9 12
split_gain=0.000328344 0.000902147 0.003545 0.00146447 0.00148809 0.00400268 0.000812037 0.0013114 0.00139177 0.00248704 0.00129923 0.0007902 0.00427834 0.0102974 0.00217705 0.0462105 0.00210618 0.00625198 0.0225443 0.0251263 0.00484395 0.00175953 0.00171056 0.0200351 0.0100617 0.00594257 0.00196368 0.004138 0.00149029 0.00147308
threshold=16.465384711100004 16.405383309150004 42.246988155050012 20.872540794500004 22.624947093000003 204.99169312540002 42.713473568600008 188.47750099235003 8.4434108459500017 24.024273989350004 194.17955033580003 193.70011821090003 63.19085977000001 158.74242509745002 240.28931515145004 256.58292080065002 15.255356438950001 88.17067284620002 8.2435668022500028 88.931506497100017 89.356282881700011 37.408632939650005 14.005298574600001 190.49354742400001 22.792619241600004 98.465712168700023 199.17419511990002 180.84080166530003 200.52256857420005 127.28368602940002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 -6 10 -8 -9 -10 -2 14 13 -13 22 -16 -14 21 -19 -20 -21 -18 23 -1 -25 -26 27 -24 -28 -30
right_child=6 3 -4 4 5 -7 7 8 9 -11 -12 12 16 -15 15 -17 17 18 19 20 -22 -23 26 24 25 -27 28 -29 29 -31
leaf_value=-0.00034132932389367623 -0.00058511511445724325 -0.0037364408706128047 -0.007765734489522353 0.00095002760182433255 0.010651372347271815 -0.0015551396571669336 0.0040967905318614077 0.0013508466643180588 -0.0077474511371082621 0.0019201568298294312 -0.00552970032381733 -0.013166108836900538 -1.0182156154489187e-05 0.077597132967227589 -0.097423865731742373 -0.00086945574505910305 -0.0051079697359415373 0.0014164111828685667 -0.010687361698596992 0.10010167008277136 0.055478091828796573 0.0029821660689252384 -0.00056658495515356916 0.005470270695595649 0.036675210596471705 0.099300014108121851 0.0056859274550755236 -0.010249360945870867 -0.00063049769869321542 0.0048847383021325191
leaf_weight=1.0550844894145175 9.9466595249188163 0.53575772301701352 0.58691690773990757 4.6204719635990434 0.58743762719262782 0.49500873998204042 0.93709111305975001 2.0575876833635487 0.55367324384947358 0.51232803655875614 0.56139752308095303 0.026405899465315907 10.41576299247515 0.023736009346521314 0.051163150804841684 1.5892562126233918 0.52673729478857356 0.51846626272890706 0.052415474554436514 0.043162588546692859 0.055741076881531626 0.54906277325062547 2.0234984883430802 0.03670952416723583 0.027139307840116089 0.034306239103898406 0.54142171402781958 0.56447927786003127 3.6106382319521657 0.55929732496049656
leaf_count=191 653 34 127 139 39 6 57 55 43 11 144 32 1143 12 76 535 14 16 31 25 27 40 113 21 25 22 19 103 222 59
internal_value=2.42713e-06 0.000196279 -9.42424e-05 0.00126228 0.00173188 0.00506927 -0.000385178 0.00081581 -0.000168499 -0.00310113 -0.000849282 0.000107624 0.00064875 0.0297991 -0.000547082 -0.0038809 0.000528561 0.0037432 0.0113279 0.0452875 0.0749523 -0.000978957 9.99223e-05 0.00367888 0.0468927 0.0716399 -0.000465526 -0.00267855 0.000750104 0.00010924
internal_weight=43.6988 29.1301 22.8914 6.23868 5.70292 1.08245 14.5687 4.06068 3.12359 1.066 10.5081 22.3045 12.2115 0.0501419 10.093 1.64042 12.1613 1.74559 0.669785 0.151319 0.0989037 1.0758 8.45257 1.15324 0.0981551 0.0614455 7.29934 2.58798 4.71136 4.16994
internal_count=4034 3071 2853 218 184 45 963 166 109 54 797 2726 1340 44 1386 611 1296 153 99 83 52 54 775 259 68 47 516 216 300 281
is_linear=0
shrinkage=0.1


Tree=521
num_leaves=31
num_cat=0
split_feature=12 17 17 8 16 3 18 7 9 0 17 15 7 9 15 9 9 14 18 7 15 2 19 14 4 19 10 13 13 13
split_gain=0.000483042 0.000632954 0.00331539 0.000991207 0.000678563 0.000689671 0.000996454 0.000847834 0.00335116 0.00360375 0.00315346 0.00641826 0.00136387 0.00157954 0.00137501 0.00342435 0.00105483 0.00293075 0.00184272 0.00418057 0.00253393 0.00165544 0.00147945 0.00113874 0.024331 0.00109353 0.0037501 0.0112094 0.0135041 0.00796803
threshold=69.826413229550027 183.35201426355002 182.20563699335005 8.543332867800002 22.714946882600003 93.846007959550022 13.043896815850003 23.109894804950002 195.10791980860003 85.812895065800021 188.64489188380003 40.974857724300008 23.150522195450005 195.10791980860003 36.124429763000009 187.11236276785004 200.84017322135003 156.61564208075004 14.329845562450002 24.909276771700004 37.050691080100002 146.27443143485002 14.551174033150001 159.27858171270003 168.01744813895002 14.351157895250003 62.030794443850006 117.54745483760001 117.49368567500001 117.28936285705002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 -3 8 10 -10 -8 -12 -9 14 15 -14 18 -18 20 -20 -15 -22 23 -19 -25 -26 -27 28 29 -28
right_child=1 4 -4 -5 -6 -7 7 12 9 -11 11 -13 13 16 -16 -17 17 22 19 -21 21 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.002953593788904202 -0.0007073888978551111 0.0022458766146419003 -0.0083530389319291382 0.0038292380365520721 0.0033780561695906071 -0.0024587133165211868 -0.0063964769114443314 0.0050529055027304891 0.00020981128104400511 -0.011112062829591849 0.010689819414253818 -0.0012579242025558732 0.00096602860614185845 -0.00097087188687456467 -0.00051350364580926274 -0.010270301977388844 0.05689471924493042 0.0042158230488639654 0.010203535689941442 -0.0018248341287121909 0.00041398589871562396 0.0050001859839296017 0.0034725376539586281 -0.088700591943244977 -1.0438274953642039e-05 0.00023400521644839964 -0.036183079007579139 -0.0021858837670357669 -0.094785054416658174 0.025901435862634156
leaf_weight=0.5478695288167178 4.4300002627144943 2.098164773116884 0.55654788171952052 0.5403588211072704 0.62567182939545674 1.0584697280923965 0.53262657526492851 0.56350872206275227 0.51559166202787288 0.61825162381194332 0.63138647912931434 1.5618054649313533 0.51888385024335126 4.1032242271903687 2.0654145746548238 0.56825548147153881 0.0090189353795712135 0.52777448374036495 0.66001690474149632 0.51395393306168558 1.5135146235115828 1.6397881143493576 1.0744660622203799 0.031219147474991327 14.009915508937421 1.5411611247354824 0.069028330879518651 0.50159434136003256 0.029429912515297474 0.02950933191459626
leaf_count=46 1085 44 73 78 93 190 70 22 5 61 136 37 541 43 100 109 4 64 73 53 7 37 45 27 844 42 55 4 36 10
internal_value=2.97229e-06 -3.45013e-05 -0.00103375 -0.000214184 0.000112335 5.70905e-05 0.000131209 5.32378e-08 -0.00139495 -0.00596368 0.000505478 0.00218165 0.000179709 8.63247e-05 -0.00202867 -0.00490728 0.000340295 -9.56491e-05 0.00126193 0.00493762 0.000667277 0.00279891 -0.000124502 -0.000355385 -0.0005042 -0.000334033 -0.00242252 -0.00892568 -0.0353436 -0.0175905
internal_weight=43.6864 43.1386 5.52691 4.97036 37.6116 36.986 35.9275 33.8293 3.85966 1.13384 2.72582 2.19319 29.9697 29.4062 3.15255 1.08714 26.2536 17.8231 8.4305 1.17397 7.25653 3.1533 17.8141 16.7396 16.2119 16.1806 2.17072 0.629562 0.127968 0.0985377
internal_count=4034 3988 1236 1163 2752 2659 2469 2425 309 66 243 173 2116 2094 750 650 1344 1131 213 126 87 44 1127 1082 1018 991 147 105 101 65
is_linear=0
shrinkage=0.1


Tree=522
num_leaves=31
num_cat=0
split_feature=18 13 10 5 13 16 18 9 18 18 0 9 7 0 7 7 18 9 5 15 7 5 5 15 5 6 17 3 12 6
split_gain=0.0003941 0.00264646 0.0209916 0.0122132 0.0058665 0.005836 0.0100898 0.00533174 0.00503564 0.0105005 0.00593853 0.00413974 0.00281499 0.00261229 0.00227101 0.0255034 0.0126701 0.0101753 0.00651736 0.00523726 0.00166929 0.00152966 0.00116682 0.000845238 0.000750047 0.00120269 0.00339527 0.0015454 0.00111816 0.000855143
threshold=13.946975448150001 116.72209819155002 64.407391431150018 22.246947245750004 115.68166489510001 20.664951676350004 13.777522434500002 201.32298960505003 13.545319032100002 13.303774303900001 92.501778894350011 195.10791980860003 20.983556584300004 85.861287312150012 23.864758692950002 23.699538637550003 14.199468390000002 195.70012057590003 18.280220412300004 30.501457990950005 19.078733418100004 18.946524085150003 29.026000224750003 34.139075990150012 19.749058312400006 16.375382608200002 191.37184185705004 92.598563387050021 188.01948335870003 16.465384711100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 6 7 8 9 10 12 -8 -4 22 15 16 17 18 -2 -17 -5 -10 -6 -7 -3 26 -26 -27 -28 -29
right_child=14 24 5 4 13 23 11 -9 21 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 25 27 28 29 -30 -31
leaf_value=0.096273047242082965 0.067864182208281498 0.0021695478138180333 0.021531180719822043 0.018869257326210705 -0.10010703541367763 -0.0027385907475956494 0.025124166461191817 0.094646819087043935 -0.035045318110220713 0.091361132557753563 0.064049905799323514 0.090927864609681566 -0.1004309800122037 0.10005134175115765 -0.00014267643362661788 -0.041099095136232236 0.0046185214061707771 -0.081429503362666911 -0.048776169057629271 -0.10052054480769751 -0.10029434538036837 -0.10054918979844277 0.024280361042447685 0.0028171506826381895 -0.0091744719771120458 0.0054141031408949077 -0.0044812071100238963 0.00093893263701540957 0.00061180621956329203 -0.00044076701140356852
leaf_weight=0.03817613481677512 0.0097396081038834681 1.5299229171650974 0.0023625607437800103 0.0014824506195219031 0.0011147982621366737 0.54702256934251614 0.016135306537089722 0.0047827437639682549 0.0079716860738363593 0.0097304071282146021 0.0040513591811759389 0.02346151479304126 0.0095108271183761417 0.004444219870492816 16.36925420493699 0.032220359484295469 0.54192842322184431 0.03239312740333844 0.009427189994184515 0.027485597860959388 0.005678556783512978 0.0064491479014161949 0.002331070102643551 0.54833384478115477 0.537267953780736 0.54557335795834916 0.54423421861398003 6.7480375986952366 2.0732742356838272 13.438785546501114
leaf_count=32 19 14 81 109 6 31 45 36 26 35 6 9 15 3 2125 30 178 12 28 20 131 23 55 32 40 9 30 221 58 575
internal_value=2.46299e-06 0.000242545 0.00476691 0.066196 -0.0100926 0.00199554 0.0273244 -0.00514946 -0.0170593 0.00951689 -0.0404919 0.0641135 -0.076163 0.0493848 -0.000373407 -0.00615559 0.000111713 -0.0472578 0.0104946 -0.0684537 -0.0756254 -0.0643393 -0.0159611 4.26054e-05 2.30584e-05 -0.00011442 -0.00193343 0.000162372 -0.000447137 2.04381e-05
internal_weight=43.6726 26.6501 1.23304 0.0532272 0.0150511 1.17981 0.0844556 0.0448587 0.040076 0.0256552 0.0159247 0.0395968 0.0118734 0.00789009 17.0224 0.653194 0.593488 0.0515599 0.0191668 0.059706 0.00716101 0.0144208 0.00344587 1.09536 25.4171 23.8872 3.15478 20.7324 2.61751 20.1868
internal_count=4034 1622 675 336 304 339 276 222 186 137 102 54 96 64 2412 287 237 59 47 50 240 49 61 63 947 933 128 805 88 796
is_linear=0
shrinkage=0.1


Tree=523
num_leaves=31
num_cat=0
split_feature=19 5 12 2 18 6 18 9 16 18 16 7 18 4 7 2 7 7 3 8 18 9 9 17 15 12 2 10 7 15
split_gain=0.000346264 0.000687371 0.000449463 0.000505373 0.00136441 0.000394278 0.00107402 0.00402161 0.000987954 0.00162317 0.00275782 0.00183086 0.00133874 0.0126044 0.0126607 0.0112956 0.00387088 0.00150759 0.00242854 0.0140939 0.0229868 0.0127045 0.00779623 0.0014847 0.00124048 0.00117731 0.00100328 0.000768665 0.000732278 0.000727512
threshold=14.651182102100002 22.53967987815 69.826413229550027 60.327272492300004 13.552878921100001 16.535386346650004 13.327513832500001 205.22231928645002 22.644947046300004 13.531614672700002 22.664946999500003 22.721067571950005 13.043896815850003 230.76728914685003 22.589037079550003 80.683647763550013 22.407814303000006 23.109894804950002 93.281431752200021 8.7431769115000026 13.24088655595 194.04304600165003 192.57902085675002 193.50449793755004 39.15620581320001 138.40631362945001 199.66651340635002 62.068432857650002 23.150522195450005 44.521563843850011
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 27 -8 12 10 26 -12 13 14 15 -5 25 18 24 20 22 23 -20 -22 -14 -17 -10 -7 -19 -30
right_child=1 -3 3 5 -6 6 7 -9 9 -11 11 -13 17 -15 -16 16 -18 28 19 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0028191932739505239 0.0043000280797135413 -0.00071686780089542381 0.0014001491462926584 0.049100019102226458 -0.0057195248334081968 -0.00042604886897742414 -0.0094083859144915016 0.00085371872029188901 0.0050349653385838231 0.0066142182051908867 0.00085784999830575538 -0.0073190797813149884 -0.0025384197276593452 -0.00044601489444704264 0.099568133324897903 -0.049917168061841384 -0.10058683811200786 0.0036785406521019845 -0.032656971058745973 -0.0012644038485298973 -0.092081907563628218 0.067797642248527232 -0.10075389522372323 -0.011034906224872739 0.0034048985178875392 0.082404006574219313 0.00064858671435633335 0.0036060608261624391 6.7165723317496107e-05 -0.0025908214630107492
leaf_weight=0.54173657182384616 0.53943538742168928 0.55313408200515823 0.52966203977734838 0.023316662383696785 0.54730493968648375 4.5181617616068799 0.60698673722088337 1.0297186315376672 1.074438282756635 0.55951751551037876 0.53990015727391927 0.55562810604055812 1.0771620829399209 0.51278165759221639 0.026513376185903326 0.0010817312761863826 0.0093789632082916796 0.54079158828242313 0.027702773156897342 0.52342004322608204 0.0069476443562251355 0.023147080504697826 0.042767127975821495 0.0033502333141750551 0.5210615838805096 0.0017769715399253982 1.0131397099550694 0.52805136098095307 26.105894524057256 1.0720431497187579
leaf_count=42 29 48 23 23 57 479 60 58 31 63 29 30 260 74 10 81 4 22 34 9 28 15 17 31 13 12 16 50 2299 87
internal_value=2.30453e-06 0.00176013 -4.28175e-05 -7.97141e-05 -0.00221801 -2.34707e-05 -0.000726097 -0.00295207 0.00011358 0.001647 0.000773878 -0.00328931 -7.44666e-05 0.00470569 0.0472672 0.00826569 -0.0695368 -0.000166233 -0.00267034 -0.00794291 -0.0415826 0.0266885 -0.073984 -0.0657147 -0.000600747 0.0323338 0.00290618 -4.11643e-06 3.48238e-05 -3.76795e-05
internal_weight=43.656 1.09257 42.5634 42.0216 1.07697 40.9447 6.68292 1.63671 34.2618 3.74262 3.18311 1.09553 30.5191 0.574849 0.0620677 0.0355543 0.0122377 29.9443 2.22556 0.627335 0.103915 0.033445 0.0704699 0.0102979 1.59822 0.0028587 2.08758 5.04621 27.7187 27.1779
internal_count=4034 77 3957 3915 80 3835 647 118 3188 169 106 59 3019 204 130 120 97 2815 407 134 125 74 51 59 273 93 47 529 2408 2386
is_linear=0
shrinkage=0.1


Tree=524
num_leaves=31
num_cat=0
split_feature=9 9 13 0 6 7 3 15 18 4 4 7 16 7 7 15 7 9 9 16 12 6 14 14 14 15 5 16 0 9
split_gain=0.000349781 0.00176765 0.000927837 0.0228827 0.00855358 0.00616705 0.00200942 0.0013721 0.0338241 0.00559541 0.0114108 0.00580089 0.00282871 0.00209924 0.00186037 0.00136731 0.00113375 0.00104842 0.00125267 0.00235395 0.000869378 0.00302592 0.0210276 0.00520913 0.00203662 0.00148909 0.0245922 0.0152159 0.00787039 0.00114221
threshold=198.96357396150003 198.16621393750003 109.49014582065001 94.625660817400004 14.955349429350003 20.861906850000004 86.272621406050021 32.548041893900006 13.754580103150001 143.78867033265001 201.42034147860002 22.356277907050004 20.034953149600003 23.626037400350004 19.174878202900004 22.820574949650005 18.748507117750005 197.90890142995002 196.14870163055002 22.584947186600004 106.61257222060001 14.205331905300001 159.13097440180005 159.27858171270003 171.16849715720005 25.852338405700003 16.078966488550005 15.454963859600001 98.413698323200009 204.02774515060003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -4 8 9 -8 11 16 -10 17 -12 -6 -11 18 -9 -20 21 22 -2 -24 -25 26 28 -28 -22 -30
right_child=20 -3 6 -5 15 -7 7 13 12 10 14 -13 -14 -15 -16 -17 -18 -19 19 -21 25 -23 23 24 -26 -27 27 -29 29 -31
leaf_value=0.046337888357606945 0.0005527605677764332 -0.0057478385436192138 0.0061158054584634566 -0.00068536741905554698 -0.027621234123900409 -0.1003750184153452 0.00024061746052114988 -0.00010143785748158751 -0.10084815985762215 0.0309161948328616 0.003571012254424587 0.10010575671939211 -0.054417524287079799 0.0043505681036182901 -0.10046024774963019 0.09976474410473718 -0.10025942632002026 0.0041819703619529911 0.0010937364419222519 -0.0082921830942190751 0.035369081038350042 0.00042051098098343069 0.10010724528758037 0.024509308942850007 0.060282455671968431 0.00025168738671189184 -0.094366243851969442 -0.0019588639297432901 0.00037501605058370074 -0.0052914532499201989
leaf_weight=0.0031139969674417655 0.50480800332298281 0.58166330432680879 0.54354545838941604 2.5981424653294454 0.0011836240280933335 0.035846774246772295 0.51608008868953281 11.981295502251081 0.030243900287471037 0.0010341819151955525 0.002704477256681769 0.01945806629373692 0.023176541730208555 1.086005425377947 0.0047173683500454366 0.0029245312450427718 0.0018156505505899645 0.52064176603153178 0.52603582598385468 0.54305405343298929 0.059759900898826213 3.1126046693132228 0.019416649360209703 0.034564544121593599 0.029495004359176846 19.220583137554026 0.046215060765115612 0.029000948107750446 1.0162659953437012 0.5473059030906916
leaf_count=50 23 46 22 964 102 237 22 469 16 68 135 10 29 36 48 10 123 8 10 30 35 153 6 18 82 852 33 24 77 296
internal_value=1.9727e-06 -0.000320097 -0.000148897 -0.00188377 -0.0741777 -0.0886488 0.000141117 -7.17469e-05 -0.00476198 0.00267076 0.0448558 0.0805903 -0.0807042 0.000120006 -0.0625519 0.0630628 -0.0526568 -0.00021854 -0.000394097 -0.00367393 0.000250821 0.00166361 0.00824086 0.0547333 0.0409804 8.7733e-07 -0.00283726 -0.0587368 -0.000247192 -0.00160845
internal_weight=43.6427 19.0227 18.441 2.64121 0.0430689 0.0389608 15.7998 15.2563 0.59923 0.54581 0.0297297 0.0223079 0.0534204 14.657 0.00742185 0.00410816 0.00284983 13.571 13.0504 1.06909 24.62 3.70089 0.588284 0.0834762 0.0640595 20.9191 1.69855 0.075216 1.62333 1.56357
internal_count=4034 2435 2389 1363 399 287 1026 1004 451 406 384 201 45 553 183 112 191 517 509 40 1599 282 129 106 100 1317 465 57 408 373
is_linear=0
shrinkage=0.1


Tree=525
num_leaves=31
num_cat=0
split_feature=7 16 7 16 15 7 19 17 19 16 9 19 18 7 17 7 6 10 0 18 6 16 15 15 19 5 2 19 9 6
split_gain=0.000321193 0.00878221 0.00974965 0.00229271 0.00182935 0.00361465 0.000615225 0.000810677 0.000717028 0.000611136 0.000581645 0.000576941 0.000510329 0.00216245 0.00712186 0.0111314 0.00845398 0.00512081 0.00370388 0.0017415 0.00449806 0.00142102 0.00124432 0.00115536 0.00180488 0.00173064 0.00489332 0.00123438 0.00173737 0.00117409
threshold=22.105125139000005 22.744946812400002 21.147833206800005 20.959950986500004 30.604459195950003 21.725272673150005 13.451085274650001 171.92791459955001 13.251069136700002 22.704946905950003 64.765169068750012 11.850956171350001 13.327513832500001 23.203497038450006 193.10154186985002 22.938075114600004 16.515385879350003 63.530954080650012 89.493394246350007 13.24088655595 16.555386813950005 22.554947256700004 33.762789462050002 45.169600924000008 14.551174033150001 21.991679690250006 186.79363985910004 14.251149826300002 204.99169312540002 16.525386113000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 7 8 11 12 -8 -1 19 14 21 17 -17 -16 -19 22 -21 -14 -2 25 -25 29 -27 -28 -29 -15
right_child=9 -3 4 -5 -6 -7 10 -9 -10 -11 -12 -13 13 23 15 16 -18 18 -20 20 -22 -23 -24 24 -26 26 27 28 -30 -31
leaf_value=0.00046947032576814818 0.0046219832866019692 0.00013791788970623323 -0.10018537730519128 0.088595733706374635 -0.10032562483896208 0.08202541109423056 -0.10005472289521239 0.054958596710663714 0.03318731698279772 0.0031278530377475177 -0.0073741284480746336 -0.10001254117945249 0.0018407295608624458 -0.00010161149410438569 -0.10120153652419568 0.026638985694170038 -0.044428211384937452 0.0067041292919321361 -0.069902366839399613 0.010427223541667979 0.00023456188076101801 -0.005554523471647089 -0.00033476166205716564 -0.0072549510572629834 0.00094433233416978384 0.010537534376549593 0.0047342110774172587 -0.0035326932807972868 0.0022363498027150436 -0.0047589066463172647
leaf_weight=0.0010689247189452217 0.53917466705826456 0.89793207026741584 0.0028373458839711782 0.0035835202753560233 0.019575719753589738 0.0017665826462932022 0.0011300441067092493 0.0025807112057081305 0.0016488753525294442 0.63200408108951833 0.0016895581453905406 0.0012277316024933427 0.52341730878885318 25.069322437360523 0.021635502961828368 0.040942780988140637 0.028314750265508337 0.011585803516936721 0.013863719594659152 0.60707928464623195 1.5095765945734454 0.51596552182903777 8.3446414351325675 0.55207259227954242 0.52261446763054664 0.58435862901910729 0.5283790193020218 1.0542817679670409 1.0339869766321497 0.55323937580851534
leaf_count=75 26 57 69 18 20 33 14 130 31 94 118 273 86 2282 9 36 15 15 27 74 10 13 244 85 18 29 36 32 35 30
internal_value=1.16537e-06 -0.00183226 -0.0495048 0.0205909 -0.0869865 -0.0302689 -0.00548457 0.0113798 -0.0171244 4.13262e-05 -0.0445188 -0.0532456 -5.05883e-06 -0.000212391 -0.00445673 -0.02792 -0.00241562 -0.0654344 -0.0350275 0.000580232 0.00315793 -0.00183039 -3.3928e-05 -4.83247e-05 -0.00326768 7.17091e-05 0.00226399 0.000416319 -0.000676205 -0.000202171
internal_weight=43.6215 0.935041 0.037109 0.0129294 0.0241796 0.00460393 0.00934585 0.00652624 0.00394553 42.6865 0.0028196 0.00229666 42.0545 31.054 1.15573 0.116343 0.0692575 0.047085 0.0254495 11.0005 2.11666 1.03938 8.88382 29.8983 1.07469 28.8236 3.20101 2.61665 2.08827 25.6226
internal_count=4034 838 781 659 122 102 641 509 379 3196 132 348 3102 2748 201 102 51 51 42 354 84 99 270 2547 103 2444 132 103 67 2312
is_linear=0
shrinkage=0.1


Tree=526
num_leaves=31
num_cat=0
split_feature=19 2 12 12 8 8 19 5 17 17 2 19 9 3 16 16 16 0 18 8 4 15 12 9 14 18 13 8 7 9
split_gain=0.000289823 0.000657269 0.000388822 0.000609125 0.000385518 0.000624888 0.000796313 0.00223953 0.000589825 0.00198311 0.000932436 0.000892003 0.0418189 0.0169036 0.00458239 0.0267799 0.01544 0.00671534 0.0043691 0.0175304 0.00260883 0.00268191 0.00199844 0.00539146 0.00346292 0.00195004 0.0010583 0.00202051 0.001022 0.00078779
threshold=14.651182102100002 156.81164617195003 69.826413229550027 81.514192512750014 8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 183.35201426355002 181.79266834725004 62.922191810850009 12.751028791950002 200.95377551580003 79.47351079420001 18.664956353200004 17.194959790700004 18.404956961200003 94.047642319350018 15.097325840300002 8.2435668022500028 254.30081718620002 24.118672490250002 153.50554934640004 200.76482212275002 285.93967426180006 15.946034773700001 102.94912718925001 7.2443465838000014 26.637125930550003 199.89081775665002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 8 -7 -8 9 -5 -10 12 13 -12 15 20 18 -18 19 -17 -13 26 -15 24 -24 -14 27 -22 -27 -19
right_child=1 -3 3 4 -6 6 7 -9 10 -11 11 14 25 22 -16 16 17 29 -20 -21 21 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0026244385986507654 -0.00091272698091895716 0.0040014926554486864 -0.0034107494719702973 -0.0004066787965138765 -0.002620381228941487 3.7471299526551037e-05 0.007914032122738543 -0.0012718770153664785 0.0041097208421450454 -0.0067598272009717509 -0.095611663869953012 -0.10040190438817027 -0.0054635012116911576 0.10001867378254542 1.0121120287623002e-05 0.088073491508644242 0.0017415426726960078 -0.050368482696786836 -0.0016343655537948282 -0.048824528500955443 0.091510353796271718 -0.10005437977808283 -0.10008599454917221 0.10032356680672559 0.075999782473892163 0.0047320052959225608 0.099649725703708392 -0.10002386832452095 -0.00023942172482337433 -0.10027697399853863
leaf_weight=0.54049844271304337 0.52992108106445701 0.55954893951070517 0.54033697753536714 4.4201966825934198 0.56728195142566207 1.5151200518303078 0.56580189059604868 0.49990073272692825 0.55756286983524361 0.55276754750105528 0.0052457133838272876 0.032490273136915201 0.57570368478479883 0.051859519720778735 29.383281105040492 0.023290438859198681 0.010391695335783879 0.0036797178436245295 0.52383797629076057 0.015632361391368477 0.0010011399981228594 0.0030464882428660189 0.0028222244812248229 0.0097217485308647156 0.0018482671703622389 0.56734503510415413 0.0013018570424706 0.0012243143336831963 1.5250681827329282 0.022510947980457274
leaf_count=42 35 42 68 1066 143 15 26 18 32 78 460 81 65 13 1046 58 14 17 132 30 25 36 30 1 72 59 12 22 177 119
internal_value=6.86304e-07 0.0016112 -4.05785e-05 -7.48907e-05 -3.13943e-05 4.53888e-06 0.00151066 0.0036051 -9.69716e-05 -0.00111286 5.46535e-05 -1.43594e-05 0.00171297 0.0771872 -0.000171986 -0.00855364 -0.00332479 -0.0662771 0.00076744 0.0330919 -0.0887776 -0.031326 0.0908692 0.0579009 -0.0304031 -0.000309511 0.0280337 -0.0138605 0.00110855 -0.093265
internal_weight=43.6102 1.08947 42.5208 41.9803 41.4399 40.8727 2.58082 1.0657 38.2918 4.97296 33.3189 32.7613 2.73961 0.0714975 30.0217 0.638407 0.599343 0.0365824 0.562761 0.0389228 0.0390641 0.0065738 0.0662518 0.0143922 0.00467049 2.66812 0.00352731 0.00222545 2.09241 0.0261907
internal_count=4034 77 3957 3915 3847 3704 59 44 3645 1144 2501 2469 877 576 1592 546 370 150 220 88 176 95 116 103 102 301 59 47 236 136
is_linear=0
shrinkage=0.1


Tree=527
num_leaves=31
num_cat=0
split_feature=6 6 15 10 17 15 2 2 8 7 6 18 5 7 17 7 0 5 9 3 6 5 14 13 16 16 5 15 15 5
split_gain=0.000261613 0.00111111 0.00333427 0.00156212 0.000910314 0.000811538 0.00109852 0.0010875 0.00122222 0.00176137 0.000864828 0.00201209 0.00145759 0.0230976 0.00347408 0.00803055 0.0044702 0.00484941 0.00117289 0.000732245 0.00114162 0.00182855 0.000704704 0.0211493 0.00475303 0.00723374 0.00202267 0.00166733 0.00409537 0.00537934
threshold=16.465384711100004 16.405383309150004 42.246988155050012 61.93938686740001 189.31157886915003 42.713473568600008 194.17955033580003 188.47750099235003 8.4434108459500017 24.024273989350004 16.565387047600002 13.376114027300002 21.043187000650004 22.444423115000003 187.61467154115005 20.682518714850001 76.451683855550016 29.026000224750003 195.41812862360004 93.394346993650018 16.285380505300001 22.327062271350005 279.22677125470005 117.28936285705002 22.634947069650003 22.584947186600004 20.849573174100005 35.83914456115 33.928396949100005 18.066672237450003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 6 10 -7 -9 -10 -2 12 -12 14 15 16 17 -14 -17 20 22 -22 26 24 25 27 -1 28 29 -24
right_child=5 3 -4 4 -6 7 -8 8 9 -11 11 -13 13 -15 -16 18 -18 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=4.6444360622208539e-05 -0.0011338708873001508 0.0063750317712235995 -0.0075973623866729808 0.0034950927112650364 0.00024940814820642273 0.0038501390951286569 -0.0051191838963279722 0.001384003689308495 -0.006693129546495512 0.0014474030999643802 0.0011598559727942854 0.0062275025216207208 -0.10009793597690218 -0.086885925739014797 0.0019854232197178707 -0.10018995779868885 0.096395095438102971 0.070709200960017968 -0.043965129019284344 -0.0035412751787758795 0.0069240043274234157 -0.0011968200300553418 0.018410054216888093 0.090490470342754481 0.058565050849665824 -0.070905983372411427 -0.0058053284261759897 -0.0017728852492626093 0.073800863730157831 -0.10023934487849069
leaf_weight=19.34036162498467 7.25252011354985 0.56422502144965747 0.58561434566991621 1.0634853667293525 4.6097839370125193 0.93373821103713783 0.55995274632288605 2.0571409803622145 0.5542789876945251 0.51068189789157259 1.5271452651068105 0.57217225786632386 0.0038414566645571524 0.032312712435270896 0.51827126639909693 0.010395225666183894 0.0053054459740380366 0.0029299469067982642 0.00576940839260942 0.55450831194361327 0.61271629112616099 0.50645900038944092 0.025646174415473316 0.026614764123223722 0.013225799251813442 0.01486851237132214 0.60928567334401407 0.50703826643819028 0.010289496472069004 0.0044902033304870239
leaf_count=1380 114 32 127 33 153 57 144 55 43 11 25 58 217 24 15 23 41 102 34 174 61 20 770 20 18 6 62 92 20 103
internal_value=8.22596e-07 0.000174174 -0.000149232 0.0013569 0.000857829 -0.000345352 -0.000809777 0.000855905 -3.95912e-05 -0.00278949 -0.000566786 0.000968903 -0.000459808 -0.00473305 0.000124259 -0.0340307 0.0276621 -0.0261907 -0.0801224 4.70172e-05 0.000138833 0.0032491 -3.05404e-05 0.00333989 -0.000690097 -0.00208375 -0.000132276 -0.000214616 0.0193299 0.000731754
internal_weight=43.5951 29.0486 22.8111 6.23749 5.67327 14.5465 10.4906 4.05584 3.1221 1.06496 9.93066 2.67814 2.10597 0.578825 0.546513 0.0282415 0.0120768 0.0067714 0.0161646 22.2255 21.671 1.11918 20.5518 0.602173 0.575558 0.562333 19.9496 0.547464 0.0404259 0.0301364
internal_count=4034 3071 2853 218 186 963 797 166 109 54 653 539 481 456 432 417 360 319 57 2726 2552 81 2471 1029 1009 991 1442 985 893 873
is_linear=0
shrinkage=0.1


Tree=528
num_leaves=31
num_cat=0
split_feature=19 2 7 5 7 0 15 17 10 8 9 13 13 18 7 9 18 16 18 5 3 3 2 0 5 15 14 6 3 9
split_gain=0.000381296 0.000651022 0.000351435 0.00913243 0.00926979 0.00346943 0.00304702 0.00131257 0.000475004 0.00134239 0.00167175 0.00185267 0.000616595 0.00107967 0.00069874 0.00169748 0.00106813 0.000666899 0.00125572 0.00275787 0.000663904 0.000560311 0.000539607 0.00106373 0.00387001 0.0029101 0.0159055 0.0117683 0.0127764 0.00679026
threshold=14.651182102100002 156.81164617195003 22.061824394000002 23.389417063900002 21.147833206800005 82.250688042950017 27.201366220250005 173.37301781405003 61.93938686740001 8.543332867800002 198.49982034990003 117.70876232545002 117.60660091645001 13.036600629150001 22.721067571950005 190.49354742400001 13.112573650350003 22.634947069650003 13.314799198000001 20.971847224900007 93.281431752200021 93.794927255050013 150.25049527555004 86.329079026800017 24.279163357700003 25.852338405700003 257.46508844615005 13.865323961050001 77.801289837050021 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=2 -2 3 4 5 -1 7 -7 9 -4 -11 -12 14 -14 15 20 -16 22 -19 -20 -10 -22 -18 24 -24 26 -25 28 -28 -30
right_child=1 -3 8 -5 -6 6 -8 -9 12 10 11 -13 13 -15 16 -17 17 18 19 -21 21 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.10015072902967313 -0.00066314725769683121 0.0042265192327110906 0.0052424716861725132 -0.00012360826539440585 -0.093275184788505716 0.034094102232483596 0.10001947028062548 -0.10004221585422057 0.0029755664657668797 -0.004668009086864113 0.0063967411750798482 -0.00082016514106917704 0.00045012712897019703 -0.0032748324671592437 -0.0044821964150656961 0.0063853091666123771 0.00013366913076879398 0.0034049197648137464 0.0018824167359053478 -0.0062442467038755396 -0.0037104480177073506 0.00091726080454161566 -0.0095584681374758455 -0.10056205289972216 0.0024335917220927603 -0.00023776237275656152 -0.067683288657065577 -0.071770354254092256 -0.044384717296787168 0.073158254334573874
leaf_weight=0.001816353720157469 0.53029690190123691 0.55966879381639956 0.64863040510748193 0.88372970445774446 0.020882435556098478 0.0015732523146313876 0.0050541578384581953 0.001360253971448705 0.521262496804343 0.55557628729548048 0.54895003571391487 1.0104940768333674 1.5303742857568097 1.5830063640815231 0.54431170669668105 0.58162035308363602 19.339057128675815 1.5609011246601761 1.5275747916821276 0.57469196879810613 0.52235270589881089 0.52419290433890708 0.5545558164575084 0.018581677639133182 0.52280532364218923 8.8466159657632506 0.010808679467669668 0.015426914283489523 0.0057885506372575548 0.032553899489926152
leaf_count=61 35 42 81 559 95 56 11 27 84 14 17 41 16 51 46 59 1160 23 22 62 38 33 33 20 48 468 656 22 101 53
internal_value=7.45546e-07 0.00184757 -4.66246e-05 -0.00198584 -0.0556158 0.0245982 0.0529654 -0.0281043 -3.97794e-06 0.00126272 4.22143e-05 0.0017203 -9.4164e-05 -0.00144384 2.35303e-05 0.00177142 -8.84384e-05 -1.5987e-05 0.00125622 -0.000339151 5.97715e-05 -0.00139253 -0.000174792 -0.000770901 -0.00373914 -0.000412788 -0.0190322 0.00442722 0.0283431 0.0554128
internal_weight=43.5845 1.08997 42.4945 0.914416 0.0306865 0.00980402 0.00798766 0.00293351 41.5801 2.76365 2.11502 1.55944 38.8165 3.11338 35.7031 2.14943 33.5537 33.0094 3.66317 2.10227 1.56781 1.04655 29.3462 10.0071 1.07736 8.92978 0.0831597 0.064578 0.0491511 0.0383425
internal_count=4034 77 3957 809 250 155 94 83 3148 153 72 58 2995 67 2928 214 2714 2668 107 84 155 71 2561 1401 81 1320 852 832 810 154
is_linear=0
shrinkage=0.1


Tree=529
num_leaves=31
num_cat=0
split_feature=19 16 9 9 9 5 0 6 9 9 16 10 9 9 14 14 17 15 15 9 17 9 9 9 17 5 13 9 12 2
split_gain=0.000349698 0.001378 0.00231201 0.0058297 0.00721013 0.00127386 0.00340616 0.00156047 0.00129787 0.000795844 0.000879318 0.000751179 0.000721542 0.0016865 0.00941921 0.0015049 0.00267936 0.00114935 0.0011831 0.00103686 0.00094969 0.000782529 0.00095778 0.00191792 0.00109257 0.0110819 0.00110724 0.0215563 0.0144873 0.0258432
threshold=14.451165964200003 22.564947233300003 206.08934059370003 200.52256857420005 191.98656730705002 21.454033346250004 85.995710218650018 16.235379337050002 192.39832633775004 189.78071820640002 22.604947139800004 61.998532946250002 198.96357396150003 200.95377551580003 156.61564208075004 258.81059110610005 198.72470891995002 44.891409666300007 41.800301886400014 198.16621393750003 187.77231677760003 197.90890142995002 197.55459634620004 197.29115675710003 198.72470891995002 19.865285687250005 113.97180552410002 192.57902085675002 103.54784004735002 104.38256328765002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 7 8 -3 -7 -9 -11 -10 19 15 -15 20 -17 18 -16 21 -14 22 23 24 26 -26 27 -1 -29 -30
right_child=1 5 -4 -5 -6 6 -8 9 11 10 -12 -13 13 14 17 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.00082940325447139127 -0.0017400943819022485 0.0047861943900375289 -0.0010968956531639182 0.016260896541239387 -0.067562244912933708 0.0045740863327931817 0.0092182689898926608 0.0023315106282404316 -0.00383793250016096 9.2576243893668963e-05 -0.0040457092458573611 0.0013886769920487018 0.0029249590436577727 0.05661822557154246 -0.000333799934467871 0.010008276697376207 -7.707762447771873e-05 -0.0049067726907817211 0.0044007829994551816 -0.0048117643789666398 -0.00021439487594595782 0.0033050688478251837 -0.0035207630059112243 0.0054811511621252048 0.00038541831546735986 0.063288569818887044 -0.00038700798360591452 -0.094064436384145952 0.053939308807860131 -0.093673724709530878
leaf_weight=2.1005573133163327 0.033157811660205705 0.54300934980710769 0.54580337133302237 0.033717093334416859 0.0334101131592206 0.55329533533507502 0.63864793970788003 0.53335595282260362 0.58023125112004692 1.0135328221126658 1.0406575582528601 0.52269594430718125 1.5448420312862392 0.029098560277136865 16.098057704460626 0.55247284395147722 0.50347969265959591 0.53050211550286874 0.54567673776391501 0.57497962468505726 2.5611547258770315 0.52586325919446686 1.055634866173931 0.53378292189518184 0.54461768165662694 0.02952556090324765 9.6826348477914248 0.041652316594536276 0.026002640889259965 0.021806842267054094
leaf_count=1064 20 19 43 18 20 49 83 45 87 19 21 42 32 18 1137 28 14 39 39 40 46 11 27 15 363 27 591 21 21 35
internal_value=4.91679e-07 0.000704559 -0.00366108 -0.0176167 -0.0347759 0.00122444 0.00301412 -8.7491e-05 0.000621769 -0.00111026 -0.00200389 -0.00136095 -0.000113495 0.000247362 -0.000228309 0.00183264 0.00519957 -0.000324625 -0.000178573 -0.000646667 0.000966757 -0.00048221 -0.000624099 -0.00038853 -0.000640253 0.00362024 -0.000846284 -0.00287686 -0.050951 -0.0133899
internal_weight=43.5739 6.07151 0.646088 0.100285 0.0665679 5.42543 2.29487 3.13056 1.65622 2.58755 2.05419 1.10293 37.5023 22.3653 17.2033 5.16195 1.05595 17.1742 16.6437 15.1371 4.106 14.5621 14.0362 12.9806 12.4468 0.574143 11.8727 2.19002 0.0894618 0.0478095
internal_count=4034 466 101 58 40 365 261 104 178 85 40 129 3568 1353 1233 120 42 1215 1176 2215 78 2175 2164 2137 2122 390 1732 1141 77 56
is_linear=0
shrinkage=0.1


Tree=530
num_leaves=31
num_cat=0
split_feature=8 3 0 16 16 8 17 17 10 15 18 0 9 5 15 5 15 19 19 5 8 16 18 7 5 15 2 6 2 12
split_gain=0.000309907 0.00383592 0.00907131 0.00581214 0.000531111 0.000479138 0.0010914 0.00129255 0.000928988 0.00201588 0.00131854 0.000917566 0.0028013 0.00240198 0.00472851 0.00165532 0.00156049 0.0213292 0.00689806 0.00111779 0.00138737 0.00300726 0.00156612 0.0023851 0.00243802 0.000871749 0.000845176 0.00188792 0.00148516 0.000729316
threshold=8.8430989333000021 93.394346993650018 87.278104746850019 20.574951886800005 22.764946765650006 8.543332867800002 186.09458496570002 187.51563899930002 67.074341896550024 35.517387705950007 14.104086706500002 86.20003303655001 193.67618212375001 22.649179082500002 45.169600924000008 22.246947245750004 41.29990759910001 14.351157895250003 14.151141757350002 21.991679690250006 8.4434108459500017 22.584947186600004 13.86460725495 25.454404031550002 21.850554661550003 37.870720399650004 183.39255704500002 16.485385178400005 154.31016903475003 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 11 -7 -8 9 -9 -10 12 16 15 -15 19 17 18 -1 20 25 22 -22 24 -24 29 28 -28 -11 -13
right_child=1 -3 3 -5 -6 6 7 8 10 26 -12 13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.010336982289429739 -0.082554191347324654 0.0003213784757918941 -0.041095738906018142 0.038263632147310447 0.0030071954701894861 0.0030071797219731852 -0.0046984216051365697 0.0065668044275856005 0.0013514097545354383 0.0014423802470861589 -0.0057535524320690866 -0.0035505120463339181 -0.0078794291546657076 0.010378117785789126 -0.0024698545990004244 -0.0056299997762283465 0.0001553058021661423 -0.00060069807249490275 -0.10053095794756839 0.004445138445664072 0.0029170354647925206 -0.0064365816884503317 -0.0092582081409412972 0.0034645750082807265 0.00030294731677524777 0.0040440438005706816 0.0069289878857171673 0.00017585908820466739 -0.0023584856883359538 0.00015729406062443902
leaf_weight=0.0069291991873953176 0.019360154743481739 0.54366151999430024 0.017048779565357108 0.020119670807616785 0.59160564115154457 1.5808979342471641 0.51753530046334884 0.57257907342864189 0.50647170282900311 2.0455225688056089 0.53934976992866268 0.54475985264897175 0.5939837713537236 0.62606819738316477 0.52806919615727566 0.54216168855201985 3.9380154999128396 0.58208553031084875 0.029521209905600365 0.5423783399223393 1.0302468673035035 1.0581582974991759 0.57011867419896567 0.52076231180717503 0.5011104732984677 0.56416852201208101 0.56685849733958127 1.5349111657614285 2.0667172876273163 20.260332673999013
leaf_count=557 20 135 30 16 49 48 11 52 3 19 48 59 70 72 35 44 95 84 32 30 26 22 67 26 4 59 58 22 39 2202
internal_value=1.32924e-07 -0.00225649 -0.027049 0.00186232 3.1659e-05 -9.88824e-06 0.000597886 0.000141734 0.000461553 0.000889077 -0.00231275 -0.000195952 -0.00142014 3.51068e-05 0.0044996 -0.000162054 -0.000578119 -0.0052476 -0.079455 -4.62167e-05 -0.000143464 -0.00193672 -0.000120882 -0.00208685 -0.00478559 0.000165386 0.000365912 0.00199721 -0.000467848 6.0209e-05
internal_weight=43.5615 0.60019 0.0565286 0.0371685 42.9613 42.3697 9.93084 8.34995 7.83241 6.78659 1.04582 32.4389 5.15054 27.2883 1.15414 26.1342 4.55655 0.618536 0.0364504 25.592 25.0497 3.6804 2.62224 1.59199 1.07123 21.3693 6.21401 2.10177 4.11224 20.8051
internal_count=4034 201 66 46 3833 3784 300 252 241 190 51 3484 838 2646 107 2539 768 673 589 2495 2465 145 123 97 71 2320 138 80 58 2261
is_linear=0
shrinkage=0.1


Tree=531
num_leaves=31
num_cat=0
split_feature=19 5 12 12 8 8 5 17 17 12 15 18 19 9 2 12 7 17 14 8 16 7 6 0 6 2 6 9 7 7
split_gain=0.000395089 0.00100683 0.000406657 0.000567829 0.000398164 0.000424442 0.00087805 0.000510153 0.00196157 0.000876751 0.00127743 0.00240851 0.00215393 0.00281193 0.00138005 0.00123088 0.00183667 0.000649541 0.000687831 0.00252908 0.0197269 0.00948814 0.0339716 0.00205782 0.00719516 0.00122493 0.00123138 0.00165329 0.00548226 0.0011215
threshold=14.651182102100002 22.53967987815 69.826413229550027 81.514192512750014 8.8430989333000021 8.7431769115000026 21.991679690250006 183.35201426355002 181.79266834725004 107.96682590455002 27.063546193350003 14.766576839600001 13.751109481500002 185.44496129890004 80.683647763550013 114.64361763410001 25.213275923400001 185.24175881545003 201.75062994470002 8.4434108459500017 22.544947280100004 24.312940751750002 13.915325129350002 91.937202686950016 16.425383776450001 114.12323913765002 16.535386346650004 205.22231928645002 23.032902590750002 23.109894804950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 7 -7 8 -5 10 11 -9 14 -14 -12 16 -11 -17 19 20 21 23 -23 24 -19 -20 29 28 -28 -27
right_child=1 -3 3 4 -6 6 -8 9 -10 15 12 -13 13 -15 -16 17 -18 18 25 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0026820265702262179 0.0049437027349505504 -0.0011390831160087462 -0.0033115836863314438 -0.00033339986116851243 -0.002679093560291041 0.0034496657159460622 -0.00030352387375809413 0.000656170974478524 -0.0066696832413104803 -0.0074639617637450644 -0.0070018918286026731 0.0086699948793299269 -0.00095062959155540994 0.0075280117361846699 0.00027042125249297029 0.0034557790006772247 -0.00069950603156455362 -0.029216676000091646 -0.004855490825092644 -3.9222305353475061e-05 -0.00025440829965825038 0.087143083977540045 -0.10038067331638011 0.095410677051165016 0.1000705115064997 -0.0020259517965871237 0.0021223273550806821 0.00055203774269567049 -0.011826830764178191 0.00038062918462665701
leaf_weight=0.53858917705639342 0.54046582691080292 0.548045677900177 0.53787850300625351 4.4216226244196957 0.5644850281776489 1.0576065491914044 1.5180137377731737 1.0169812775994262 0.54927330401556496 0.54787003274357404 0.54198996765444485 0.59412994284488707 1.0209339852299306 0.63410995347658161 0.50323247033156804 0.54367121965735066 1.5012827887549063 0.0067385245763768023 0.55803624731746992 2.6108396007184638 0.535377290827455 0.024929789074661812 0.015772708572058036 0.030981198244262487 0.011917415162315592 2.1658575731820084 0.54967836227155265 1.0037027448415754 0.57803282615691387 18.278586269388708
leaf_count=42 29 48 68 1066 143 28 31 39 78 61 48 59 28 79 5 84 16 14 104 53 15 20 62 8 53 220 30 4 32 1467
internal_value=-6.7305e-08 0.00188113 -4.82916e-05 -8.33678e-05 -4.14116e-05 -4.93706e-06 0.00123762 -8.86161e-05 -0.00103355 5.25468e-05 0.00138299 0.00361143 5.33972e-05 0.00229786 -0.00350057 -0.000145499 -0.00250808 3.438e-05 -3.61579e-05 0.00132926 0.00703932 0.0502639 0.0144754 0.0796106 0.053372 -0.000227187 -0.000112783 -0.0024001 -0.00502762 0.000125679
internal_weight=43.5506 1.08851 42.4621 41.9235 41.3857 40.8212 2.57562 38.2455 4.9709 33.2747 4.31138 1.61111 2.70027 1.65504 1.04522 28.9633 2.04915 26.9141 26.3705 3.23656 0.625717 0.0903396 0.0407025 0.0496371 0.0186559 23.1339 22.5759 2.13141 1.12771 20.4444
internal_count=4034 77 3957 3915 3847 3704 59 3645 1144 2501 258 98 160 107 53 2243 77 2166 2082 225 172 157 82 75 67 1857 1753 66 62 1687
is_linear=0
shrinkage=0.1


Tree=532
num_leaves=31
num_cat=0
split_feature=5 18 3 8 15 17 19 4 19 17 17 0 8 15 17 0 18 6 16 16 5 15 17 18 9 16 4 17 9 6
split_gain=0.000387045 0.00425638 0.00482857 0.00919178 0.00055295 0.000905839 0.000689211 0.000464349 0.0163694 0.00776771 0.00519601 0.00286482 0.00124389 0.00106093 0.000458154 0.0160008 0.0111802 0.0270621 0.00377193 0.0015269 0.0149408 0.0094098 0.000524613 0.00180744 0.00123048 0.00140485 0.00116465 0.000822583 0.00116374 0.00151545
threshold=25.568932055400001 13.376114027300002 92.913112988300014 8.3434888241000014 46.683480308100009 187.51563899930002 14.651182102100002 342.39448800975009 14.351157895250003 199.45200027940004 209.55094140555002 94.625660817400004 8.3434888241000014 28.176737565850001 203.48482458890001 94.940210418650011 14.329845562450002 16.235379337050002 20.034953149600003 18.704956259700005 13.716117217950002 20.729785921300003 198.72470891995002 13.843998451900001 204.99169312540002 20.844951255400005 216.65973282030004 197.71582798205003 206.36238950785003 11.260263094250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 6 -6 7 14 9 -9 -11 -12 -10 -13 22 16 -16 18 -18 20 -17 -22 27 -24 25 -25 -26 28 -1 -30
right_child=1 2 3 -5 5 -7 -8 8 12 10 11 13 -14 -15 15 19 17 -19 -20 -21 21 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=0.00020722824373640633 0.00098603740313636516 0.099708292159735798 0.099470831546246904 -0.1000684928529241 0.00071185360419303645 -0.0052232941020000992 0.003453044890994305 0.0011471487119711727 0.051033797652636825 -0.094898768369065037 0.10001375324627559 -0.10003445546915744 0.091247495210624918 0.0027465379804314147 -0.082277934639534867 -0.00016643818476771746 -0.032129259829670263 0.047350982364617294 -0.10032298981669628 0.00071932646782407869 0.0024703309620763333 -0.095603594942567233 0.0063616374622292391 0.00021361117035323569 0.0056156492027463331 -0.0060382653038362341 0.00058662120538181817 -0.0038083123687351508 0.00090874829092647553 -0.0030617711029628583
leaf_weight=26.634258732607215 0.53142419560022847 0.0094673626789357479 0.0045434180924729672 0.0046932865027569104 0.50286762831081577 0.52626790288448433 0.57774497327500185 0.50888189890350666 0.013887081324355677 0.014310334762399124 0.0023817184992367393 0.0016401231016686668 0.017242031033674721 0.002590565293075997 0.038416389412305629 0.51314116895529149 0.012468622363769555 0.034912810475105971 0.023208415565022733 3.5385944113986625 0.015007732155709164 0.028101330558001791 0.55661405516889217 1.0540034793339002 0.56189788663641627 0.54541711244382884 2.5518041115461898 0.5887802970885464 1.5231686514557186 2.6057816262630382
leaf_count=1567 487 14 20 21 7 69 54 268 19 116 11 123 25 26 39 233 29 37 20 31 23 94 38 130 30 23 71 79 103 227
internal_value=5.81362e-07 0.00263623 0.049522 -0.00191762 -3.31435e-05 -0.0023232 2.3018e-05 -2.48643e-05 0.00283275 -0.00130807 -0.0610237 0.0122876 0.0733077 -0.0370989 -6.41272e-05 -0.00105287 -0.0388658 -0.01524 -0.0764902 -4.62816e-05 -0.00491671 -0.0614607 4.93722e-05 0.000972556 0.000336112 -0.00191834 0.00149416 -0.000105799 -3.49365e-05 -0.00159705
internal_weight=43.5435 0.550128 0.0187041 0.0092367 42.9934 1.02914 41.9643 41.3865 0.560934 0.529805 0.0209227 0.00661241 0.0311291 0.00423069 40.8256 4.20385 0.109006 0.0705898 0.035677 4.09484 0.55625 0.0431091 36.6217 5.26974 4.71312 1.59942 3.1137 31.352 30.7632 4.12895
internal_count=4034 542 55 41 3492 76 3416 3362 588 544 276 160 44 149 2774 506 125 86 49 381 350 117 2268 292 254 153 101 1976 1897 330
is_linear=0
shrinkage=0.1


Tree=533
num_leaves=31
num_cat=0
split_feature=19 5 12 12 7 6 10 15 18 18 15 3 2 9 13 7 6 8 12 5 5 5 13 3 18 5 7 5 18 7
split_gain=0.000336467 0.000608296 0.000323748 0.000484345 0.00109735 0.00035036 0.000954971 0.00101785 0.00106646 0.000822175 0.000538829 0.00158698 0.00126093 0.00312799 0.0417533 0.00579209 0.0158347 0.00163129 0.000632493 0.000796537 0.000613317 0.000547105 0.000601612 0.000479694 0.00113916 0.000901627 0.000805237 0.00241404 0.00140406 0.000886706
threshold=14.651182102100002 22.53967987815 69.826413229550027 82.696898122450008 23.150522195450005 16.465384711100004 61.93938686740001 44.190294328500009 13.077716774800001 13.893471991850001 41.492094664050008 93.499196860750018 104.38256328765002 197.29115675710003 117.60660091645001 23.127267687200003 16.525386113000007 5.9453602998000008 121.36065266065002 21.089169479000002 23.389417063900002 23.730745871350006 117.59584708395001 93.281431752200021 13.222029912150001 22.580289596950006 23.356162058950002 21.991679690250006 13.531614672700002 24.054467534550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -5 8 -8 10 12 -12 18 14 15 16 -14 -18 19 -7 -13 -22 -23 24 -10 -25 -26 28 -28 -30
right_child=1 -3 3 5 -6 9 7 -9 23 -11 11 20 13 -15 -16 -17 17 -19 -20 -21 21 22 -24 25 26 -27 27 -29 29 -31
leaf_value=0.0023939353371275661 0.0041294610972973395 -0.00060155324629435861 0.0010645562211150674 0.0041549334709157382 -0.0053734421044552717 0.0010599404172022206 0.0044718451479259149 -0.0041116508531953066 0.0034080879773803309 -0.004236171780761671 0.0053614445363642238 -0.0021914990404998049 -0.035927939146363601 -0.0008341721284942299 -0.10078925514940161 -0.0038080187542915383 0.003895932154977317 0.10027277100686927 0.0039576856759162759 -0.0032993229840696456 0.0026689841181689118 0.00059044056153933393 -0.0031671084143893215 -0.0048123363349373647 -0.001840771500597446 0.0010258703111874767 -0.0049898820892756287 0.0066057975020330437 0.0012322001967665244 -0.00024273501374607904
leaf_weight=0.53759730760196944 0.53744439977162872 0.54978806249164336 0.52420063169394271 0.59401877561738814 0.53492327975411058 2.0538400046643805 0.56940560964361608 0.56147482502944868 1.050082288193386 0.54470923818673256 0.60078287629585236 1.0772208823327667 0.017228488856829871 4.5555449763046454 0.045335414581285427 0.51987193146487698 0.0019232640588845986 0.020223653862558422 0.53180203114607127 0.52663930423268768 0.89538014607387628 2.0173646305692117 0.54019154396345737 0.54668962478368133 2.071386628055861 0.51251593987624389 0.53911004064139234 0.57678415064024591 5.7256216949115641 14.147228906625301
leaf_count=42 29 48 32 92 51 39 132 112 38 62 27 20 24 60 85 9 267 13 22 110 15 49 59 53 306 28 11 66 227 1906
internal_value=2.76807e-08 0.0017371 -4.44737e-05 -7.57586e-05 -0.00218703 -2.1009e-05 0.000189916 0.000100362 0.000192244 -0.00042771 -0.000272935 0.00053214 -0.000772281 -0.0017311 -0.00848951 -0.00100723 0.0359715 0.0919033 0.000817439 0.000170276 -0.000108315 0.000541581 -0.000203206 9.54274e-05 0.00018693 -0.00198741 4.02495e-05 0.000225888 4.561e-05 0.000182213
internal_weight=43.5263 1.08723 42.4391 41.9015 1.05912 40.8424 26.8943 26.3003 25.7388 13.9481 13.4033 5.13094 8.27241 5.16013 0.604583 0.559247 0.0393754 0.0221469 3.11228 2.58048 4.53016 3.45294 2.55756 25.1694 24.1102 1.05921 23.0601 20.9887 20.412 19.8729
internal_count=4034 77 3957 3915 83 3832 2971 2879 2767 861 799 170 629 458 398 313 304 280 171 149 143 123 108 2635 2554 81 2516 2210 2144 2133
is_linear=0
shrinkage=0.1


Tree=534
num_leaves=31
num_cat=0
split_feature=5 9 0 5 5 17 19 6 16 19 19 5 9 0 2 15 9 8 15 9 10 19 10 9 16 9 2 12 13 5
split_gain=0.000431051 0.00261906 0.00635143 0.00519085 0.000444305 0.000872138 0.000541589 0.00044073 0.000985753 0.00102538 0.00146557 0.00275525 0.00364571 0.00143792 0.000778091 0.0186195 0.00715401 0.00763467 0.00134132 0.000731957 0.00222782 0.00183184 0.00152864 0.00164981 0.002152 0.000758689 0.00130882 0.001164 0.00182835 0.000932572
threshold=25.568932055400001 205.67007911670001 86.756543869550015 30.284449345300001 24.453399453300005 187.77231677760003 14.651182102100002 16.705390318750002 22.704946905950003 14.551174033150001 14.451165964200003 22.783584484750005 196.64273721640004 86.83719761350001 223.66947801700005 45.169600924000008 204.68881850780005 8.1436447804000007 40.800303470200006 196.26893085885004 61.987779113750001 14.251149826300002 62.030794443850006 194.45262321395003 22.584947186600004 200.95377551580003 62.922191810850009 90.84682862195001 104.29066779635001 23.545618314050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 7 8 9 10 14 12 -12 -11 19 16 17 18 -16 20 21 -1 -22 -24 -25 27 -27 -21 -29 -28
right_child=1 2 -4 -5 5 -7 -8 -9 -10 13 11 -13 -14 -15 15 -17 -18 -19 -20 25 22 -23 23 24 -26 26 29 28 -30 -31
leaf_value=-0.00077036608972517421 0.0012463321304725023 -0.064131783235201925 0.10007912973402185 0.0479688176114305 0.00087746657133953181 -0.0049192389965226173 0.0030676286381199377 -0.0022246581737425919 0.0040018811471474389 -0.0065460192331563208 0.0031602542416044443 0.0084782021217910623 -0.006086971455900014 -0.00029133983866472171 -0.022282048303946873 -0.10045469646021832 0.0018158105448983432 -0.090117142971780848 0.10005823174560831 -0.0021257111245181668 0.0048151872146637645 -0.0090490564543256498 8.7872001827945837e-05 -0.0084421378995633393 -0.00074633115429488257 0.0026127883297091242 -0.0002877856948630731 0.0069621809445784963 0.001007851757346499 -0.0046524821697465834
leaf_weight=0.51323791703819732 0.52341793166210848 0.0075930607439431688 0.0092835572868352756 0.0090587030863389373 0.50892488648840961 0.52969437511080508 0.57321562302627072 0.89316105495394182 0.61263983229582564 0.57068427038157565 1.5800108489129341 0.57029033455149392 0.58390063011484006 1.0326557333246453 0.0013042453146095969 0.019246655013375857 0.53267155249529807 0.016045627358835191 0.0028643148252740502 1.0317114961978875 0.55760495586036896 0.55772685897682095 6.7518104733046869 0.5658942708646747 1.0152282020426353 1.5548903505495317 14.569325180188327 0.55829730573481118 6.7581927562937381 0.50654384787776585
leaf_count=17 483 38 8 13 68 61 52 102 31 58 48 51 70 32 398 25 189 16 2 17 32 31 1004 68 13 49 872 54 127 5
internal_value=-1.14222e-07 0.00278331 0.0338021 -0.00314809 -3.5701e-05 -0.00207885 1.49093e-05 -2.7403e-05 2.10984e-05 -4.01005e-05 6.37584e-05 0.00229467 0.000665022 -0.0025176 -0.000108005 -0.00376597 -0.000400116 -0.0587928 0.0617808 -4.81075e-05 -0.000772882 -0.00508166 -0.000253841 -0.00059304 -0.00350071 0.00024093 -0.000149538 0.00101879 0.00146221 -0.000434438
internal_weight=43.5171 0.549353 0.0259353 0.0166518 42.9678 1.03862 41.9292 41.3559 40.4628 39.8501 38.2468 2.7342 2.16391 1.60334 35.5126 0.572132 0.552886 0.0202142 0.00416856 34.9405 9.9615 1.07096 8.89054 8.33293 1.58112 24.979 16.6308 8.3482 7.31649 15.0759
internal_count=4034 542 59 51 3492 129 3363 3311 3209 3178 3088 169 118 90 2919 630 605 416 400 2289 1165 48 1117 1085 81 1124 926 198 181 877
is_linear=0
shrinkage=0.1


Tree=535
num_leaves=31
num_cat=0
split_feature=5 9 0 5 5 15 12 13 10 6 5 6 17 9 18 12 14 16 19 4 4 5 18 0 18 8 10 6 17 15
split_gain=0.00035234 0.0022788 0.00586605 0.00436027 0.000435583 0.00274524 0.000996066 0.00086813 0.00337771 0.000543018 0.00182807 0.000955259 0.00192424 0.00286307 0.00165264 0.000993116 0.00094044 0.01139 0.00632089 0.00344074 0.00196406 0.00564858 0.00281335 0.00174708 0.00226654 0.00151783 0.00267857 0.00127399 0.00159685 0.000706314
threshold=25.568932055400001 205.67007911670001 86.756543869550015 30.284449345300001 23.545618314050007 42.713473568600008 202.12526968910001 117.67650082785001 61.987779113750001 16.465384711100004 22.649179082500002 16.565387047600002 197.20536406400001 207.46043187945003 13.376114027300002 96.720516239650024 285.93967426180006 22.614947116400003 14.551174033150001 288.78964636655002 325.47117591905004 21.876867948900003 15.064837217800003 92.805574663100018 16.587089536200001 8.3434888241000014 75.499969677400017 12.165284239900002 241.79519611995002 40.042228346200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 9 -6 8 -8 10 16 12 -11 -14 15 -13 29 18 19 25 -21 22 -22 -24 -25 26 -18 28 -26 -1
right_child=1 2 -4 -5 6 -7 7 -9 -10 11 -12 14 13 -15 -16 -17 17 -19 -20 20 21 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.00015834621136810232 0.0011226323995805125 -0.060193705459412862 0.10007159889677215 0.044193398461421236 -0.003941055864007891 0.006901862569852835 -0.0081901114404524938 0.0034610008693563496 0.00045046574711907477 -0.00056845117962848525 0.0058863415440115916 0.0034082103126886597 -0.010101232373549969 0.00030966235408638781 0.0057991383058841666 -0.0015829850326661871 -0.063875988548151422 0.063364997100122986 0.063351392589433425 -0.00097545881467336361 -0.10045248740723689 0.090001215013528535 0.10001788743446581 -0.10004395117936869 -0.10003718641444122 0.083272036559322124 0.068402698696014813 0.075366322771507732 0.055430089794359219 -0.0017732413420092484
leaf_weight=23.652280375095671 0.52300216406085454 0.0072968901529009136 0.0084007102777832188 0.0088602793111931533 0.88995556184382785 0.58152596913467292 0.53015084968250414 0.54613254628623042 3.0854104201917716 6.7444098175510572 0.55670886974636502 0.53728978158324103 0.55579156074963953 0.50341134841437452 0.56592323786251686 1.5449312594154205 0.0025688463468673817 0.030671290209284052 0.015729173290310428 0.52911475398501773 0.0077461275851773348 0.003128191858873918 0.0011020039964932948 0.0031305579639921977 0.0015314003379101118 0.0066566448076628149 0.0037883815596095882 0.001818492413065087 0.0011619674363241295 2.057780901438945
leaf_count=1745 483 38 8 13 130 66 34 39 114 99 53 38 45 6 54 42 19 37 11 320 67 12 3 113 327 5 29 11 35 38
internal_value=-1.16695e-07 0.00252055 0.0322915 -0.00294984 -3.22447e-05 8.39949e-05 -0.000904521 -0.000255174 -0.000816505 -2.22232e-05 0.000215635 -0.000633836 -0.00119075 -0.00515321 0.00100729 -0.000295073 9.56829e-05 0.00398241 0.000828449 -0.000922221 -0.00212747 -0.0331971 -0.0565674 -0.0176923 -0.0346656 0.0498975 0.0149512 0.0106972 -0.0329658 3.74588e-06
internal_weight=43.5074 0.54756 0.0245579 0.0161572 42.9599 37.9082 5.05165 4.16169 3.61556 37.3267 26.8749 10.4518 7.80361 1.0592 2.64814 2.08222 26.3182 0.608148 0.577477 0.561747 0.548733 0.0196187 0.0164905 0.00874442 0.00764242 0.0130139 0.00635723 0.00451186 0.00269337 25.7101
internal_count=4034 542 59 51 3492 3175 317 187 148 3109 2825 284 150 51 134 80 2772 989 952 941 888 568 556 489 486 53 48 373 362 1783
is_linear=0
shrinkage=0.1


Tree=536
num_leaves=31
num_cat=0
split_feature=19 5 18 13 10 5 16 18 9 8 8 18 18 9 7 18 3 4 6 17 15 7 15 13 17 5 16 14 9 15
split_gain=0.000374386 0.000597061 0.000314615 0.00197624 0.01843 0.00906171 0.00579031 0.00847112 0.00434726 0.00509599 0.00619996 0.00546895 0.00638514 0.00319195 0.00293183 0.00287377 0.00186153 0.0203399 0.0132749 0.0224239 0.0094859 0.00766241 0.0130353 0.0065144 0.00446352 0.0135927 0.0126823 0.0167585 0.0118475 0.00718463
threshold=14.651182102100002 22.53967987815 13.946975448150001 116.72209819155002 64.407391431150018 22.246947245750004 20.664951676350004 13.777522434500002 198.49982034990003 8.543332867800002 8.2435668022500028 13.545319032100002 13.303774303900001 195.10791980860003 20.752538901500003 12.551858988050002 83.538459487450012 157.07313959035005 14.745344522600002 205.32027903760002 27.063546193350003 23.864758692950002 30.501457990950005 109.96062599345002 201.71342726775001 20.016397659050003 20.604951816700005 372.73472382990002 205.22231928645002 45.560261772200008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -9 -6 -7 -4 -18 19 -19 -21 22 -20 -22 -23 -26 -27 28 -28 -29
right_child=1 -3 16 -5 6 15 -8 13 -10 -11 -12 -13 -14 -15 -16 -17 17 18 21 20 23 24 -24 -25 25 26 27 29 -30 -31
leaf_value=0.096662788607173658 0.0042027028914763814 -0.00048439856350716002 2.3979299365603162e-06 -2.0678768109432776e-05 0.059191888548020155 0.023409310023880341 7.9594644734763493e-06 0.028825268142064125 0.085082948036009409 -0.089207209732575801 0.084844893366354257 -0.089155843226388476 0.087570671792805532 0.088790708132004723 -0.10022896479167714 -0.10016788127214789 -0.10050035985733673 -0.084483899953551156 0.010603677685846529 0.097607340798494535 -0.10016418206100015 0.0022301252266839515 -0.067082339610228872 0.034326648523637086 -0.063264428966271422 0.084794598378053268 -0.093834635808356992 0.096368657344451589 0.0024717375027694579 -0.0063011593374923906
leaf_weight=0.03075040202253515 0.5374428745053581 0.54979897503801567 14.930412792922516 24.287851859325297 0.0015782470340504895 0.005072945499821957 1.0869539389022973 0.015392233422670376 0.0048553180441217583 0.0074519081099424503 0.0070481668517459175 0.007871230429971815 0.0063149779348276591 0.020970513980428152 0.0042872327882292893 0.0029915027515712844 0.0212768206712034 0.047867958139949152 0.041678678687607662 0.011679754748995741 0.0062836675691002606 1.6754641926796088 0.044832860665337648 0.00843770078063244 0.042826474395042058 0.01632793243234687 0.025699400449411769 0.015334303585404996 0.02539703986258246 0.012269342784520632
leaf_count=29 29 48 1621 889 29 242 63 45 38 4 10 45 31 9 65 59 15 340 30 12 29 137 30 25 42 17 30 32 24 15
internal_value=2.01245e-07 0.00183252 -4.67671e-05 0.000175167 0.00413398 0.0719189 0.00187114 0.0285994 -0.00351975 -0.0159705 0.00416815 -0.0241897 0.0177925 0.0634075 -0.057333 -0.0224316 -0.000380989 -0.00324968 -0.00220152 -0.0436764 0.0303119 -0.000580161 -0.0296555 -0.0230794 0.000806995 -0.0164895 0.00459061 -0.0120493 -0.0459664 0.0507337
internal_weight=43.5024 1.08724 42.4152 25.4894 1.20154 0.0388149 1.16272 0.0757698 0.0394071 0.0345518 0.0270999 0.0200517 0.0121805 0.0363627 0.00586548 0.00806445 16.9258 1.99538 1.9741 0.0742691 0.0264011 1.89983 0.0865115 0.0147214 1.81332 0.137854 0.095028 0.0787001 0.0510964 0.0276036
internal_count=4034 77 3957 1558 669 330 339 276 222 184 180 170 125 54 94 301 2399 778 763 406 66 357 60 54 297 160 118 101 54 47
is_linear=0
shrinkage=0.1


Tree=537
num_leaves=31
num_cat=0
split_feature=19 5 18 2 10 2 18 4 0 9 17 8 7 10 6 6 7 8 13 16 13 17 5 9 2 15 2 7 15 16
split_gain=0.000303846 0.000485546 0.000285131 0.00503187 0.00273683 0.0012766 0.0010376 0.000845244 0.000465988 0.000346352 0.000411485 0.000393201 0.000537467 0.000527461 0.000818813 0.000476692 0.00121989 0.00164091 0.0011107 0.00130279 0.00150657 0.00109287 0.000819622 0.000632112 0.000551913 0.0019617 0.00214586 0.0012107 0.00107534 0.00187348
threshold=14.651182102100002 22.53967987815 16.869810935650005 157.39400167590003 83.740093847200015 189.28685862455004 19.000072375450003 363.87426917165004 102.21786657775002 219.21617201485003 208.69550386965003 8.7431769115000026 24.268610899850003 62.014663695050011 16.355382140900002 16.535386346650004 23.032902590750002 8.543332867800002 117.69263157665002 22.674946976100003 117.64961624655002 188.19076296340003 20.374719724350005 186.16747084260001 171.97230602530001 39.296024648600003 151.26092141510003 23.109894804950002 37.606388722050006 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 -2 8 -4 5 -5 -6 -7 9 11 -11 15 13 -13 -15 18 21 -18 19 20 24 22 -17 -24 25 28 -27 -26 -1 -30
right_child=1 -3 3 4 6 7 -8 -9 -10 10 -12 12 -14 14 -16 16 17 -19 -20 -21 -22 -23 23 -25 27 26 -28 -29 29 -31
leaf_value=0.00011967052061275478 0.0037936484959934721 -0.00043583232103145444 0.00039333891108659605 0.083134289026617639 -0.10003757183597617 0.058485207327761683 0.031538050830416615 -0.038013720140670497 -0.003034067389063767 -0.0037739088652995103 0.00019655814797636109 0.0016710993038422475 0.0039911851700618964 0.0016347417559026121 -0.0039414523358793667 0.0032577950881277477 -0.0055213805588031134 -0.00041827916054409746 0.0045535635535450345 -0.0047067851485079523 0.005225562932025786 0.0043569410340810544 -0.00034814602246401944 -0.004070371807558224 -0.0052543037512617248 0.0083124205686034968 0.0011875777947685535 -0.00038364863717787405 0.00099395478668183037 -0.0073058303067609649
leaf_weight=18.333573701098302 0.53593725542304926 0.54995876850989589 0.5092048389981193 0.012603354906516935 0.0014350264184094857 0.0020735356773045046 0.0010291941117463871 0.0016143870323092058 0.52430629113619787 0.53361849421052798 0.51094638933227543 1.5501093886614326 0.52994445657532185 0.51288071769522481 0.54122211723443314 0.51605782867409233 1.0778042924596323 1.5169565526707627 0.54712152895069621 0.5750741657573134 0.5623198261899266 0.55654086953608395 2.3752193250181386 0.56470413522151819 0.5519639368754693 0.58201784576282678 1.5444464356159384 6.7677163545883694 0.54919715068535768 0.53876601108640898
leaf_count=1095 29 48 214 26 191 30 260 54 312 81 39 53 28 11 86 6 31 20 22 64 34 39 419 22 207 43 35 487 26 22
internal_value=-1.3267e-07 0.0016516 -4.24443e-05 0.00226696 0.0531351 0.0679918 -0.0450844 0.0162428 -7.157e-05 -3.39957e-05 -0.00183176 1.26093e-05 0.00108824 0.000497507 -0.00122832 -7.81131e-05 -0.000848296 -0.00253799 8.84482e-05 7.03e-06 9.91399e-05 0.000244372 -0.000417904 -0.00106312 -7.1885e-07 0.000254124 0.00313766 -0.000750936 -6.15949e-05 -0.00311615
internal_weight=43.4764 1.0859 42.3905 0.52796 0.0187555 0.0162913 0.00246422 0.00368792 41.8625 41.3382 1.04456 40.2936 3.13416 2.60421 1.0541 37.1595 6.60728 2.59476 30.5522 30.0051 29.43 4.01252 3.45598 2.93992 28.8677 21.548 2.12646 7.31968 19.4215 1.08796
internal_count=4034 77 3957 775 561 110 451 84 3182 2870 120 2750 178 150 97 2572 537 51 2035 2013 1949 486 447 441 1915 1221 78 694 1143 48
is_linear=0
shrinkage=0.1


Tree=538
num_leaves=31
num_cat=0
split_feature=5 9 3 13 5 17 5 15 16 10 15 15 17 17 2 6 13 5 13 0 3 14 15 6 18 0 16 19 14 19
split_gain=0.000290715 0.00197796 0.00534837 0.00383889 0.000412185 0.000771918 0.000500142 0.000706919 0.00161113 0.000457245 0.0023207 0.000996249 0.000975075 0.0011715 0.000644035 0.0166834 0.023665 0.00212397 0.00167047 0.00803345 0.00860666 0.0081575 0.00598775 0.00316794 0.00402523 0.0022853 0.00159087 0.00168266 0.00117979 0.00113722
threshold=25.568932055400001 205.67007911670001 92.913112988300014 121.87049551135001 24.453399453300005 187.77231677760003 24.279163357700003 45.169600924000008 22.654947022900004 61.93938686740001 41.800301886400014 43.890399822900008 187.88259729165003 191.86029796145002 176.09844955530005 16.465384711100004 117.56896250265002 22.862610686750006 116.19247193985002 90.407470010750018 88.315849585200013 285.93967426180006 35.83914456115 13.65531905435 17.399600107550004 97.521130223850008 17.684958644900004 12.651020723000002 286.86295687135004 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=4 -2 -3 -4 6 -6 7 9 -9 10 12 14 -1 -14 17 18 -17 -11 19 -16 21 -21 23 24 28 -25 27 -26 -23 -24
right_child=1 2 3 -5 5 -7 -8 8 -10 11 -12 -13 13 -15 15 16 -18 -19 -20 20 -22 22 29 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0040790199931372206 0.0010242202628910977 0.10006568770715701 -0.057840004062329031 0.041723469272503248 0.00078683667578029735 -0.0046657876288199503 0.0030528017352993834 -0.006396661201785319 0.0014628075128534927 7.1723934122782656e-05 0.0054007627070069078 -0.0030898212934827975 0.0022561546540543331 -0.0020736398577596471 -0.088455562230250445 -0.10051998534501057 0.0065755346242113034 0.0063301170313781949 2.2452827245271854e-05 -0.083979646923418638 0.10005907619688095 0.018317226817191414 -0.10012463620046592 0.019245194117443187 0.039263733051873209 0.082588010346437812 0.10001880631561233 -0.1000113484145293 -0.10003997527411668 -0.0036329080517174201
leaf_weight=0.54966045068385883 0.52272220516712664 0.0075395353414933189 0.0069564964319681613 0.0087357505835825577 0.50861339121997007 0.53037516474298785 0.53670149094791142 0.53827735989969372 0.50600712769119127 30.31685953581686 0.94314566449611437 1.0581293672310028 1.5893173433287304 1.0297956809043851 0.012432651727817795 0.040261727813685755 0.042321980178712693 0.55215623355319721 4.1108827412099345 0.012843058555833675 0.0074982866201569456 0.0010245866220575106 0.0053670599786350684 0.014240224572688476 0.0029313884383213723 0.0094924596213559198 0.0024189464129449334 0.0012320456071108765 0.0047311235014257519 0.0015812849560461473
leaf_count=65 483 8 37 14 68 61 52 44 8 1853 34 37 26 39 34 44 13 59 97 56 14 8 83 28 327 21 15 49 350 7
internal_value=1.10667e-07 0.00229315 0.0308444 -0.0024138 -2.90518e-05 -0.00199658 1.97492e-05 -1.96158e-05 -0.00258836 4.69338e-05 0.00104621 -6.65847e-05 -0.000249862 0.000553745 2.44549e-05 -0.00112674 -0.0456363 0.000183668 -0.000248774 -0.0149596 -0.000538179 -0.0140412 0.00683846 0.0232128 -0.0178889 0.0445807 0.0355219 -0.00195062 -0.0789709 -0.0781653
internal_weight=43.4743 0.545954 0.0232318 0.0156922 42.9283 1.03899 41.8893 41.3526 1.04428 40.3083 4.11192 36.1964 3.16877 2.61911 35.1383 4.26926 0.0825837 30.869 4.18668 0.0757931 0.0633605 0.0558622 0.0430191 0.0360708 0.0123381 0.0237327 0.00658238 0.00416343 0.00575571 0.00694834
internal_count=4034 542 59 51 3492 129 3363 3311 52 3259 164 3095 130 65 3058 1146 57 1912 1089 992 958 944 888 798 749 49 391 376 358 90
is_linear=0
shrinkage=0.1


Tree=539
num_leaves=31
num_cat=0
split_feature=19 2 7 5 7 17 16 19 8 13 2 18 6 16 3 6 4 7 18 15 6 18 16 13 16 9 0 3 18 3
split_gain=0.000371273 0.000629787 0.000338785 0.00797036 0.0079766 0.00313793 0.000587554 0.000633573 0.00213746 0.000646054 0.000563668 0.00105744 0.0207516 0.00885054 0.0163645 0.00686004 0.00741659 0.00260291 0.00508886 0.00284991 0.00477813 0.00312811 0.00272547 0.002078 0.00142056 0.00115554 0.00110145 0.00109285 0.0014336 0.00120355
threshold=14.651182102100002 156.81164617195003 22.061824394000002 23.389417063900002 21.147833206800005 172.24349499320002 22.704946905950003 14.551174033150001 8.543332867800002 117.67112391160002 176.09844955530005 13.777522434500002 16.495385412050002 22.594947163200004 90.778477232700013 15.885371159150003 277.43684800215004 23.974509389900003 14.876098287500001 35.83914456115 13.65531905435 17.399600107550004 18.634956423400002 98.618021141100016 22.574947209950004 195.10791980860003 93.692765846100016 93.579850604650019 13.603286548350003 92.864720741950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 -1 7 9 -9 10 -4 24 13 14 15 16 -13 -18 -19 20 21 25 -22 -23 -12 -20 -21 28 29 -26
right_child=1 -3 6 -5 -6 -7 -8 8 -10 -11 11 12 -14 -15 -16 -17 17 18 19 26 22 23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.07096622536791812 -0.00064669594382795088 0.004170995216886679 0.00014397609047514268 -0.00030414106344784259 -0.092290245366285384 0.060344958675757544 0.0030501841947730229 -0.0068124110279926004 0.00074683147207253275 0.0020071748915032389 0.0022139844667852259 -0.10030578063846525 -0.1008191895093094 0.0034883887566109551 -0.086193049011498712 0.076347854709701291 0.092722857386600355 -0.08130310923800875 0.017968455511308681 0.021271270717721502 0.020154877936588291 -0.038340535897020078 0.10005014631479146 0.072212906660313034 -0.0018533044339676106 -0.10003927094468545 -0.10013728590010718 0.00034586236859214509 -0.00088393291686051127 -0.0085500767220733805
leaf_weight=0.0025487951002753501 0.52881635739140509 0.55729554885283505 29.783385124182729 0.88268900320520971 0.01857816528048209 0.0063633862894310195 0.61996539896227787 0.58633336718541684 1.0332186140360304 1.5834123208501214 1.561433573825793 0.0083294370865591438 0.021693117660106509 0.55014813370917182 0.033199926052236983 0.010068605115520768 0.0029899419856929113 0.0070328203608565057 0.0010090573221123028 0.0010113236478446188 0.0092572256182847923 0.0031507065352646829 0.0079249489353969693 0.003693110073072603 0.50662181133520767 0.0046705595626974628 0.0028617776789729987 2.5327754411679666 2.0208129576349165 0.57066765054332791
leaf_count=115 35 42 1676 559 95 40 82 81 34 45 40 13 32 68 29 20 72 55 164 15 36 346 6 42 7 93 58 82 17 35
internal_value=-3.21969e-07 0.00182531 -4.71138e-05 -0.00195558 -0.0549816 0.0227913 -5.22267e-06 -5.15983e-05 -0.00198987 2.84283e-05 -5.48061e-05 -0.000808101 -0.00461694 -0.00138314 -0.0295352 0.000804294 -0.0138424 0.00267514 -0.00395444 0.0122457 0.0227652 -0.024212 0.057005 0.0213171 -0.000454855 -0.0790737 -0.0684357 -0.00119492 -0.00245455 -0.00540076
internal_weight=43.462 1.08611 42.3758 0.910179 0.0274903 0.00891218 41.4657 40.8457 1.61955 39.2261 37.6427 7.85935 0.667041 0.645348 0.0951994 0.0619995 0.0519309 0.0436015 0.0406115 0.0335787 0.0297056 0.0125234 0.0171822 0.00684382 7.19231 0.00567962 0.0038731 5.63088 3.0981 1.07729
internal_count=4034 77 3957 809 250 155 3148 3066 115 2951 2906 1230 1049 1017 949 920 900 887 815 760 687 645 42 388 181 257 73 141 59 42
is_linear=0
shrinkage=0.1


Tree=540
num_leaves=31
num_cat=0
split_feature=8 3 13 3 19 4 8 19 5 12 12 6 10 10 13 7 6 16 6 6 9 7 6 13 13 7 19 7 0 14
split_gain=0.00034679 0.0022884 0.00667222 0.0012714 0.000397897 0.000505398 0.000402485 0.000858347 0.00180472 0.000437302 0.00118213 0.000500858 0.000959947 0.00223087 0.000804653 0.000729258 0.0049122 0.0228759 0.0102886 0.0195638 0.0113022 0.0108055 0.00732408 0.00348434 0.00163666 0.00345419 0.00206243 0.00150816 0.000723466 0.000710474
threshold=8.8430989333000021 93.458869988800004 113.62230596715001 92.324340657750014 14.651182102100002 264.30477453730003 8.7431769115000026 14.151141757350002 23.545618314050007 69.826413229550027 82.696898122450008 16.535386346650004 61.977025281250008 61.778079379550007 117.69263157665002 23.109894804950002 16.375382608200002 22.614947116400003 16.295380738950005 15.785368822600002 197.90890142995002 22.620600126450004 15.760368238450001 107.70500962200002 117.57433941890001 22.814487719050003 14.251149826300002 23.150522195450005 86.83719761350001 156.61564208075004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 9 -8 -9 -1 -11 14 13 -13 15 16 17 18 19 20 21 22 23 -12 25 -18 -26 -17 -14 -29
right_child=1 -3 3 -5 5 -7 7 8 -10 10 11 12 28 -15 -16 27 24 -19 -20 -21 -22 -23 -24 -25 26 -27 -28 29 -30 -31
leaf_value=0.0027733607302873079 0.029446137762697763 -0.00044773347175931349 -0.027754653664296733 -0.065199248475177177 -0.00026616111444800527 0.0040905780350902086 -0.00033727266283266566 0.0072227889563933056 -0.0010138438854486633 -0.0047549325635657287 -0.0074849105670448573 5.763594339955322e-05 0.00038993919018982662 -0.0078618191076175268 0.003913803625406209 0.0053847351410422671 0.0076574156194099312 -0.10055193399437251 -0.10032328009830858 0.087936636618037786 0.10018988650649485 -0.085507043541280664 -0.10032340716074289 0.09996922140030845 0.00082158094665212261 -0.0014792406862718555 -0.0078871386655700419 0.029922206561930415 -0.0025615209207388136 8.4281936207026401e-05
leaf_weight=0.5240309918555387 0.017040070748861491 0.53796594177416068 0.018194489530287683 0.018077151416946435 0.52562155906968999 0.53961315893684514 1.5163408014923327 0.56773814206826478 0.5005584805306853 0.54601136986835186 0.0050073868381488029 0.89196275415975257 4.0750588940441856 0.59163520077757425 0.54285272134984452 0.54950488167776512 0.56413843521998375 0.027776512656615182 0.0083352905498066399 0.025216177269575174 0.0065461602935101828 0.023253014592277466 0.0038498277650340631 0.0075944900571141005 0.51128126565386345 1.5525210511199419 0.58091190086511801 0.0079824997810707954 1.0430952474426645 27.116597848602783
leaf_count=26 29 132 18 22 23 23 16 28 18 65 293 314 122 61 21 25 110 29 18 36 2 42 3 21 8 37 59 3 24 2406
internal_value=-8.86003e-07 -0.00240614 -0.0221684 -0.0464164 3.22997e-05 0.00194082 -1.63491e-05 0.00119233 0.00336345 -9.60325e-05 -0.000134905 -6.87568e-05 -0.000860803 -0.00310052 9.70641e-05 3.02072e-05 -0.00137108 -0.0223902 0.0048153 0.0170777 -0.0215548 -0.041627 0.0203935 0.0572721 -0.000666401 0.000955888 -0.00381038 0.000198136 -0.000211577 9.30629e-05
internal_weight=43.4463 0.591278 0.0533117 0.0362716 42.855 1.06523 41.7898 2.58464 1.0683 39.2052 38.6811 38.1351 6.60175 1.4836 31.5334 30.9905 3.31643 0.107579 0.0798023 0.0714671 0.0462509 0.0397047 0.0164517 0.0126019 3.20885 2.11666 1.09219 27.6741 5.11815 27.1246
internal_count=4034 201 69 40 3833 46 3787 62 46 3725 3699 3634 521 375 3113 3092 658 444 415 397 361 359 317 314 214 147 67 2434 146 2409
is_linear=0
shrinkage=0.1


Tree=541
num_leaves=31
num_cat=0
split_feature=9 5 12 2 17 4 7 16 0 12 2 4 5 16 4 18 7 19 9 13 13 9 7 6 7 16 9 6 16 7
split_gain=0.00034928 0.00217323 0.00357602 0.00304092 0.0011609 0.00175864 0.000369119 0.000865851 0.00604385 0.00738291 0.00872769 0.00174767 0.00108681 0.00159871 0.00135129 0.00072505 0.00064714 0.000528039 0.00129824 0.0034684 0.00175904 0.00134096 0.0018375 0.000641441 0.00228392 0.00408612 0.000805389 0.000776038 0.00200906 0.00324348
threshold=181.33671263215004 21.089169479000002 134.98489220775002 56.478612905150008 193.46017548480003 228.57615118090004 22.775216856700002 22.614947116400003 89.813320763900023 93.660658182900008 105.22786026870001 168.01744813895002 20.305669781650003 22.644947046300004 188.02063977395002 13.112573650350003 22.356277907050004 14.451165964200003 196.64273721640004 117.53132408880002 117.38883580790001 201.32298960505003 24.054467534550003 16.465384711100004 23.296055099200004 22.574947209950004 201.14010537530001 16.235379337050002 22.534947303500005 23.051546669900002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 -4 7 8 9 -2 11 -11 -9 -14 16 -8 -15 23 19 20 -19 -20 -23 27 25 -25 -26 -17 29 -29
right_child=6 -3 4 -5 -6 -7 15 12 -10 10 -12 -13 13 14 -16 17 -18 18 21 -21 -22 22 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.021398065813709601 -0.025468847275699699 -0.0012184747925002072 0.049454360252026888 -0.10007738341399142 0.07167015972149525 -0.10001416503740904 -0.0021828212658011959 0.0045319054954629434 0.00010925119523530041 0.092739287845599941 0.0047607860076647494 0.05156059983666731 -0.0052196399900946051 -0.0025646649233471153 0.0049610736679353597 -0.00020872336072705122 0.0010998578036617566 0.0039309456577665035 -0.0021951750260405102 0.0094832044901599442 -0.0041911955868262126 0.0062128218421314274 -0.0018278516745517566 0.0013648147062207555 0.00090700934477964045 -0.01077539092071522 -0.0016560454997557633 -0.001004526456000609 0.00027105568636072848 0.0098624541724360512
leaf_weight=0.0027240233998605335 0.02076671480822323 1.0227088305794825 0.001790291959778755 0.0084635891280840925 0.0028317293911381825 0.0014049261401930732 1.5363891872683328 0.52800062995811492 0.51605123491734162 0.021360309709962166 0.03457261969381431 0.019916507156644059 0.55841644396273826 0.8824167104721713 0.57332743432557887 19.350578303211144 1.0617538645747115 0.53591092641727456 1.5526019786475198 0.58275671438502019 0.53069926909474763 0.5875951340338188 0.55046564123222197 0.51908637486303522 3.0546353510491144 0.59506161256035739 2.04796186369731 0.50296357250772306 5.6250837901544948 0.60508254508931714
leaf_count=10 28 650 17 105 343 401 49 27 18 20 33 26 39 56 69 1514 17 23 49 34 22 70 81 16 39 38 47 4 82 107
internal_value=-9.64353e-07 -0.00181157 -0.0370471 -0.0704999 0.0250501 -0.0162664 4.34503e-05 0.000931329 0.00440682 0.0273612 0.0418255 0.0728701 0.000340494 -0.000378989 0.000694735 -5.46146e-05 -0.000563389 3.46242e-05 0.00107027 0.0032793 -0.000110282 -0.000283863 0.00232365 -0.000104529 -0.00101733 -0.00511922 -0.00012169 0.000113027 0.00103771 0.00492972
internal_weight=43.4334 1.03992 0.0172146 0.0111876 0.00602695 0.00319522 42.3935 4.21658 0.612667 0.0966162 0.0758494 0.0412768 3.60392 3.07591 2.5175 38.1769 1.94417 36.6405 4.34003 1.64937 1.06661 2.69066 1.13806 32.3005 6.21675 1.11415 5.1026 26.0837 6.73313 1.10805
internal_count=4034 1526 876 115 761 418 2508 333 125 107 79 46 208 181 142 2175 73 2126 279 79 45 200 151 1847 140 54 86 1707 193 111
is_linear=0
shrinkage=0.1


Tree=542
num_leaves=31
num_cat=0
split_feature=8 3 13 3 16 0 6 13 12 7 16 6 5 9 18 7 13 3 13 4 0 9 9 2 12 19 16 6 5 5
split_gain=0.000316961 0.00207671 0.00556599 0.0010755 0.000514557 0.000664358 0.00855696 0.0103925 0.0090795 0.00517936 0.00298258 0.00424151 0.00253326 0.000823894 0.000823161 0.000925397 0.0118305 0.00434591 0.00960419 0.00416763 0.0045319 0.000729376 0.000957553 0.000718917 0.00109576 0.000620929 0.00131155 0.00215012 0.00395534 0.00128039
threshold=8.8430989333000021 93.458869988800004 113.62230596715001 92.324340657750014 22.764946765650006 85.732241321850012 16.545386580300001 117.56896250265002 115.75959681050001 22.575645983950004 22.624947093000003 16.455384477450004 23.389417063900002 65.725663995500014 13.043896815850003 22.792619241600004 117.57433941890001 93.281431752200021 113.97180552410002 171.27730165960003 93.399723909900004 191.98656730705002 186.68586460755003 118.06771887965002 152.73554204000004 14.451165964200003 22.534947303500005 16.515385879350003 21.454033346250004 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 8 -1 12 11 -9 -10 -14 21 16 17 18 19 -16 23 22 -7 -21 -25 -17 -27 28 29 -28
right_child=1 -3 3 -5 -6 14 -8 10 9 -11 -12 -13 13 -15 15 25 -18 -19 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.10010377597322673 0.026032883844599338 -0.00045324602741211363 -0.026499329005899238 -0.061344962794540908 0.0029622535472606129 0.0038470404165716898 -0.00074746116876288956 0.050966210700614537 0.099377939240425081 -0.10004806771225455 -0.10027590781056595 -0.1003617474343084 0.037491512934081775 -0.071871860093919632 0.070493264088200142 -0.00012835403818388323 -0.052326153059383096 -0.0022061220060044409 0.081367022477648807 -0.10039352729471254 0.053673767489719929 0.0037866013609720037 -0.0013755722200508209 -0.1000938926121549 0.029425015709687741 -0.0033269662802729084 0.0036611763516038683 -0.002062911508105864 0.010221812038903752 -0.0013081131814087865
leaf_weight=0.0052904585341408189 0.016821052541220349 0.53780013320116282 0.017816233477788046 0.017615007716813125 0.59066908371460058 0.53253519124358151 1.8733834238985561 0.0036074498961369264 0.0099663604176901885 0.0019312295746146133 0.021517915127095222 0.0038065987188389272 0.00166870406792441 0.0011731328662800689 0.0037509022224691537 32.787405448020301 0.046602641625213437 0.51126830402245105 0.019461005635093898 0.0069963725623338746 0.0032031821452348239 1.0767416643138856 1.0302188980858771 0.0013845879714722287 0.001236589538451599 0.56821169645627279 1.0449662990504305 1.0283798276232117 0.63381079921737171 1.0291837451723038
leaf_count=33 29 132 18 22 49 39 430 9 69 31 45 31 24 64 10 2465 17 42 22 24 131 29 20 10 46 41 24 28 83 17
internal_value=-5.46228e-07 -0.00230245 -0.0213351 -0.0438232 3.116e-05 -9.81989e-06 -0.00182606 -0.0430955 0.0122753 0.0526118 -0.0814292 -0.0267302 0.07563 -0.00765456 7.67618e-05 -4.28088e-05 -0.00395893 0.000159531 0.0337259 -0.0222219 -0.0493471 0.00178395 0.000404122 -0.0836588 -0.0389909 1.98948e-05 0.00114909 0.0018298 0.0033081 0.00119544
internal_weight=43.4284 0.590052 0.0522523 0.0354312 42.8384 42.2477 1.92235 0.0489618 0.0200299 0.0147394 0.028932 0.00741405 0.0128082 0.00284184 40.3254 37.6859 0.593904 0.547301 0.0360326 0.0165716 0.0128207 2.6395 1.56275 0.00961755 0.00262118 37.092 4.30455 3.73634 2.70796 2.07415
internal_count=4034 201 69 40 3833 3784 736 306 221 188 85 40 157 88 3048 2960 302 285 243 221 211 88 59 80 56 2658 193 152 124 41
is_linear=0
shrinkage=0.1


Tree=543
num_leaves=31
num_cat=0
split_feature=10 6 9 18 0 10 0 5 8 2 19 10 15 18 2 9 7 16 5 16 4 17 7 3 17 9 7 9 15 2
split_gain=0.000283736 0.00213188 0.0234197 0.00978636 0.0209858 0.00153012 0.000403914 0.00239837 0.00206724 0.000479308 0.000327083 0.000363915 0.00055955 0.000762962 0.000376672 0.000309502 0.00033919 0.000754634 0.00113334 0.00129207 0.00117972 0.000749393 0.00210915 0.00244887 0.0018634 0.000962953 0.00139768 0.0018722 0.000920796 0.00459617
threshold=75.634392583900009 12.350288562550002 209.21153814325001 15.981927061500002 97.878695155250014 75.408562100950022 96.959242474650011 16.569990495050003 8.3434888241000014 53.810443956900009 11.950964240300001 81.320481529800006 21.336470542700003 15.788786379500001 68.946226135900005 181.33671263215004 22.775216856700002 22.614947116400003 20.305669781650003 22.644947046300004 188.02063977395002 188.41589330430003 23.150522195450005 93.023339771650015 189.19102531915004 191.98656730705002 23.109894804950002 195.30595290385003 45.169600924000008 62.147615758400008
decision_type=2 2 2 2 2 2 2 2 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 10 3 -3 -5 6 7 -1 -8 -9 11 12 13 -2 -13 -11 17 -17 -19 -20 -21 22 23 -18 -23 -26 27 -27 29 -28
right_child=1 2 -4 4 -6 -7 8 9 -10 15 -12 14 -14 -15 -16 16 21 18 19 20 -22 24 -24 -25 25 26 28 -29 -30 -31
leaf_value=0.0066907747975355958 9.9169765561481476e-05 -0.10043949993187479 6.6063448732824723e-05 0.10010272336676672 -0.094569606300822867 0.0052219740672708658 -0.0065593301420180722 -0.0029765397785085582 0.000136745531545814 -0.001657631228094667 -0.0022434200537377138 0.00076747280992659947 -0.00015628115215632845 0.0055271565002007273 -0.0030954127415333803 0.0042281000451756465 -0.00010771022223968748 0.004693647763268553 -0.0046968242652684596 -0.00055087382519818909 0.0046225216167889325 0.0058697837912880394 6.3062493449764611e-05 -0.0097407854541895419 0.0039305847842647955 0.00062459759602557228 -0.10043350844770634 -0.007609600890701786 -0.0027307425913583663 0.00029102185838205557
leaf_weight=0.54486092092594063 0.50884154677575721 0.034666481789429215 0.55550781108038905 0.0092568793334066868 0.013782099977282414 0.57200442872963364 0.56387899274199726 0.53123591284089045 2.5283066121019147 1.028552124540403 0.52305168955173886 0.50289606012617549 1.5094595252036098 0.52731004055226771 0.50683563182015379 0.59981444104657278 0.50741346937138831 0.52388449030695516 0.5568179615454415 1.9325520883576248 0.57102997390590271 0.56442345962311691 3.0602841268858469 0.54988435083895126 0.62513469444161884 0.54877249100951242 0.0045312505390090454 0.55577925619198787 1.0745235605681376 21.281093791871537
leaf_count=62 39 47 90 4 49 28 143 47 29 714 388 15 17 28 783 114 9 26 38 59 69 17 90 37 78 35 3 46 113 817
internal_value=-7.2276e-07 -0.000735176 -0.0062326 -0.0668674 -0.0163518 8.82582e-05 1.12911e-05 0.000107919 -0.00108432 4.00336e-06 9.13976e-05 0.000434889 0.00107208 0.00286154 -0.00117151 5.05944e-05 0.000103908 0.000945182 0.0003958 -0.000339913 0.000629101 -1.8433e-05 -0.00126724 -0.00511772 0.000190134 5.70604e-05 -4.61361e-05 -0.00351862 0.000125398 0.00026958
internal_weight=43.4164 4.69161 0.613213 0.0577055 0.023039 38.7248 38.1528 35.0606 3.09219 34.5157 4.07839 3.55534 2.54561 1.03615 1.00973 33.9845 32.9559 4.1841 3.58428 3.0604 2.50358 28.7718 4.11758 1.0573 24.6543 24.0898 23.4647 1.10455 22.3601 21.2856
internal_count=4034 1460 190 100 53 2574 2546 2374 172 2312 1270 882 84 67 798 2265 1551 306 192 166 128 1245 136 46 1109 1092 1014 81 933 820
is_linear=0
shrinkage=0.1


Tree=544
num_leaves=31
num_cat=0
split_feature=5 6 7 7 12 6 5 17 19 18 14 16 9 9 9 9 0 5 2 10 5 7 9 10 16 6 14 2 2 2
split_gain=0.000287173 0.00120542 0.00669464 0.00403538 0.00362648 0.00222472 0.000679556 0.000842419 0.000635852 0.000317816 0.00330744 0.00233713 0.00962865 0.0111324 0.0150357 0.00403096 0.00205477 0.0566356 0.00873844 0.0019583 0.00832871 0.0139564 0.0108776 0.0103482 0.00593248 0.00336395 0.00328803 0.00233778 0.00288685 0.00278187
threshold=25.568932055400001 16.935395692800004 21.725272673150005 20.752538901500003 69.826413229550027 21.760508430800005 24.453399453300005 187.77231677760003 14.651182102100002 13.975517741000003 121.25703220415001 20.784951395750003 214.65508306360002 205.22231928645002 209.86393725660002 202.37225149245003 93.133566555000002 19.234448447350001 137.73157856955004 62.837331883000012 19.865285687250005 23.032902590750002 194.56033515110002 64.730006406800015 20.824951302200002 15.635365317800002 144.48364303385003 59.023942917950002 62.147615758400008 65.896304893200011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 4 -3 -6 8 -8 9 10 -1 16 13 15 -15 -13 17 -11 -19 26 -21 22 24 -24 25 -22 -12 -28 -29 -30
right_child=1 2 -4 -5 5 -7 7 -9 -10 11 19 12 -14 14 -16 -17 -18 18 -20 20 21 -23 23 -25 -26 -27 27 28 29 -31
leaf_value=0.08407604566321783 0.0012830637672736839 -0.1000926238382697 0.081185662563956082 -0.10011724312058529 -0.031490624137633566 0.10003755124132017 0.00034517710352669666 -0.0053666537551543712 0.003344158323516329 -0.10060380091877096 -0.064989907547949075 -0.03312734106520953 -0.0012196613456970169 0.055175643173392054 -0.065096323005868775 -0.094042936833303836 -0.00022782133720771963 0.028212306148272137 0.090351448021667335 0.0018847593378508044 0.06446954357666522 0.077787632261492157 0.02743988854948462 -0.10027229613891527 0.10003477887490304 -0.10033593784339118 -0.1003900554633993 0.082548791398012689 -0.10012771950885886 2.5798248875254494e-05
leaf_weight=0.0047017096949230055 0.5215080587144465 0.0019537079851943695 0.011023120141544496 0.004606647489905441 0.0019063445698255244 0.003951867256546393 0.50706856870073636 0.52613400988273273 0.57190567626855582 0.033244675132526463 0.0077827379354883366 0.017507307892629664 0.50987859789529466 0.022774015444156248 0.019121621531667188 0.028623502323171124 15.628327382601471 0.06370502749319229 0.035100188406566729 1.1024522204587708 0.0021504702546498713 0.039400352484492807 0.011144503936520778 0.014730762323031499 0.011136633875139523 0.0029206084118729159 0.0023185440804834858 0.0042386569839462087 0.0027736704214501575 23.691643269331848
leaf_count=8 232 10 28 27 241 4 68 61 52 64 14 32 33 42 17 22 2080 31 36 148 116 26 14 29 15 11 1 2 4 566
internal_value=-9.32213e-07 0.0022802 0.0244635 -0.0258849 0.0178895 0.0572364 -2.99355e-05 -0.00256344 3.26458e-05 -1.326e-05 0.000211717 -0.000355676 -0.00649244 -0.0370342 0.000282218 -0.0709246 -0.000122864 0.012299 0.050287 0.000195877 0.00416499 0.0350161 -0.00502899 -0.0452665 0.0592094 -0.0304476 -2.32743e-06 1.90127e-05 2.88361e-05 1.40743e-05
internal_weight=43.4057 0.54495 0.0234417 0.0124186 0.00781192 0.00585821 42.8608 1.0332 41.8276 41.2557 24.8974 16.3583 0.597905 0.0880264 0.0418956 0.0461308 15.7604 0.13205 0.0988052 24.8927 1.18394 0.0814833 0.042083 0.0258753 0.0162077 0.00507108 23.7088 23.701 23.6987 23.6944
internal_count=4034 542 310 282 255 245 3492 129 3363 3311 954 2357 146 113 59 54 2211 131 67 946 359 211 185 43 142 127 587 573 572 570
is_linear=0
shrinkage=0.1


Tree=545
num_leaves=31
num_cat=0
split_feature=8 13 13 13 19 10 13 7 8 19 5 16 3 6 9 8 18 17 18 19 9 18 7 16 9 3 13 15 16 18
split_gain=0.000312078 0.00189728 0.0108091 0.0084011 0.00384354 0.00520142 0.00706338 0.00526549 0.00043316 0.000803579 0.00193483 0.000553611 0.00069972 0.00164094 0.0124275 0.00975449 0.00121192 0.00211866 0.000811893 0.000822917 0.00125673 0.00476384 0.00174206 0.00109192 0.00143822 0.00425016 0.000561202 0.00181327 0.00115282 0.000761793
threshold=8.8430989333000021 117.67650082785001 117.20333219690001 115.68166489510001 14.551174033150001 67.300172379550006 113.62230596715001 22.907491544400003 8.7431769115000026 14.151141757350002 23.545618314050007 22.764946765650006 93.281431752200021 16.405383309150004 184.36538191430003 8.4434108459500017 13.276755824150003 188.01568060980003 13.390703749000002 14.351157895250003 185.44496129890004 13.142272494650003 23.127267687200003 22.574947209950004 198.96357396150003 93.394346993650018 117.55283175385001 42.246988155050012 22.624947093000003 13.531614672700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 4 5 6 -2 -8 11 -10 -11 12 16 14 -14 -16 17 -1 19 23 -21 -22 -23 -15 25 -25 27 29 -28 -18
right_child=1 -3 -4 -5 -6 -7 7 -9 9 10 -12 -13 13 18 15 -17 26 -19 -20 20 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00016383263699796678 0.10007219763207538 -0.0003336720097249096 -0.10029742086369375 0.087105932850582574 -0.065842620409103852 -0.066964819042831622 0.034787444185299908 -0.10018714582220295 -0.000194947237286492 0.0073832502678025762 -0.0011404571422125663 0.0029991005426617022 -0.0011844333199129836 0.003071748697971043 -0.1005263256159996 -0.015642376385672833 -0.0019295129028182529 0.0056399958931550899 -0.0040850827054642455 -0.0014683789471182833 0.010169523096873457 -0.0051341951288980192 0.001933740643798156 -0.00018064290128476853 -5.8397958760510704e-05 -0.011007276815516887 -5.8715082315422541e-05 -0.0058721543889218471 0.0038206697048160372 7.0258062992124081e-05
leaf_weight=1.5503538370607928 0.0082916388128094765 0.52413279770655663 0.012900234400312627 0.0094834421179257333 0.01168177245563129 0.0078034504764268311 0.0071237838954800736 0.0048634185077389702 1.5172703333664679 0.56763703205797333 0.50166822512062481 0.58666794349846796 0.50792376453078159 0.51996391741407855 0.023168883434036225 0.032567980120770557 2.0860478260244575 1.0583346449311646 0.59425488968287066 1.3843336945390095 0.57587910066171266 0.52980587159875092 1.0202584079816004 1.0017302796477454 2.0058606555685401 0.56829514067450571 2.5848548053145346 0.55751831607371727 1.0886271068957283 21.938773588730115
leaf_count=57 9 75 23 9 12 26 38 9 16 28 21 36 151 439 34 33 76 36 75 39 42 49 10 5 9 55 51 67 38 2466
internal_value=-1.01427e-06 -0.00229254 -0.018813 0.00253165 -0.0176387 0.00241334 0.0291106 -0.0199741 3.0374e-05 0.00128474 0.00338432 -5.03049e-05 -9.54488e-05 -0.00088401 -0.00610319 -0.0509272 0.000128465 0.00219076 -0.000525266 -0.000247143 0.00087642 0.00240326 -0.000482052 -0.00121007 -0.00183269 -0.00409951 -6.19341e-05 -0.000234213 0.00109093 -0.00010338
internal_weight=43.3881 0.586281 0.0621477 0.0492475 0.0397641 0.0280823 0.0202788 0.0119872 42.8018 2.58658 1.06931 40.2152 39.6286 8.76404 0.563661 0.0557369 30.8645 2.60869 8.20038 7.60613 3.51028 2.12594 1.55006 4.09585 3.57589 1.57003 28.2558 24.5823 3.67348 24.0248
internal_count=4034 201 126 103 94 82 56 47 3833 65 49 3768 3732 941 218 67 2791 93 723 648 140 101 59 508 69 60 2698 2609 89 2542
is_linear=0
shrinkage=0.1


Tree=546
num_leaves=31
num_cat=0
split_feature=15 18 15 5 2 8 6 18 15 6 5 17 9 14 16 19 17 4 4 5 18 17 4 6 7 15 15 3 6 5
split_gain=0.000286339 0.00174799 0.000605793 0.00287755 0.00148126 0.000513499 0.000485232 0.00165676 0.00120538 0.000973074 0.0018747 0.0015574 0.00210958 0.000986852 0.00919007 0.0108503 0.00721603 0.00278431 0.00144941 0.0050886 0.00229946 0.00205715 0.00128833 0.00104205 0.00107593 0.000913435 0.00220117 0.000578831 0.000761241 0.00202534
threshold=45.169600924000008 13.3584252364 42.713473568600008 23.545618314050007 198.51835910855002 8.8430989333000021 16.565387047600002 13.431026577400003 36.124429763000009 16.465384711100004 22.649179082500002 197.20536406400001 207.46043187945003 285.93967426180006 22.614947116400003 14.551174033150001 162.57770630285003 288.78964636655002 325.47117591905004 21.876867948900003 16.587089536200001 216.62418602085003 287.29288006360008 12.165284239900002 28.470546805600005 40.042228346200012 38.884669609800007 93.337889372900023 16.265380038000004 21.454033346250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 9 8 -8 10 13 -11 -13 16 15 17 -1 22 -19 20 21 -20 -15 24 -22 26 27 28 -18 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 11 -12 12 -14 14 -16 -17 25 18 19 -21 23 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10025732124276032 0.00020056506392481145 -0.0059000447078667306 0.0077815521232063884 -0.0032977241988258257 0.0018102074756446975 -0.0030251624764110552 0.0014490601350747971 0.0061888121552736795 -0.0040578286387191803 -0.00051690555991790264 0.0059555413198121758 -0.0089096164249983668 4.9659746836988194e-05 0.017618325342380215 0.060034819807538158 0.095837985582464896 -5.8118973006425006e-05 -0.00081308146971156348 -0.10028777001640841 0.089023406366354543 -0.10002847955956705 0.046166634072699629 0.085864480106965957 0.073089993410631784 0.039965510039912541 -0.0020171971056228053 0.0062700947895556252 -0.0032003988765494716 0.0067950782296828556 -0.00051304194687061251
leaf_weight=0.0071802396811290184 2.5500359583473551 0.57570547108476944 0.57739617533271514 0.89800242729688795 1.5436421364465784 0.56743863395043703 1.5307780770695729 0.55130267722057302 0.53688002907438193 6.7294856652021542 0.55331008440691576 0.55294150261079245 0.50088891125051305 0.0060607314594023354 0.027991917115286924 0.011892863607499748 20.310859399711994 0.52542698372701668 0.0084218592423315926 0.0028865990646949049 0.0011761758353594888 0.0010823564569308894 0.0050885318616040731 0.0015121655590633054 0.0010295302511231785 2.0494815087777161 0.57965795404015708 0.54168819064430707 0.60178038696176273 1.025336366088595
leaf_count=177 97 125 62 29 27 165 416 39 27 132 124 45 3 30 36 9 1330 318 173 12 120 10 23 11 242 36 37 58 111 10
internal_value=-1.07423e-06 -0.000923058 7.05242e-05 0.0014329 -6.84177e-05 -3.99484e-05 6.25273e-06 0.0013179 1.91629e-05 -9.46472e-05 0.000196401 -0.00107668 -0.00465124 7.24502e-05 0.00410605 0.00133308 -2.27158e-05 -0.000700504 -0.00171893 -0.0312656 -0.0575266 -0.0836093 0.0487659 0.00915007 -0.0346852 5.94779e-06 0.000185762 2.88723e-05 0.000108609 0.00218983
internal_weight=43.3764 3.12574 40.2506 3.01904 2.44164 37.2316 36.6641 2.61896 2.06766 34.0452 26.2619 7.78332 1.05383 25.7086 0.59257 0.564578 25.116 0.552685 0.541536 0.0161087 0.0132221 0.00950422 0.0111493 0.00371787 0.00220571 25.1088 23.0593 22.4797 21.938 1.62712
internal_count=4034 222 3812 118 56 3694 3529 482 443 3047 2867 180 48 2743 984 948 1759 939 886 568 556 183 53 373 362 1582 1546 1509 1451 121
is_linear=0
shrinkage=0.1


Tree=547
num_leaves=31
num_cat=0
split_feature=19 5 15 9 5 17 0 15 15 8 15 15 17 15 13 15 3 15 15 2 18 6 19 5 15 16 7 9 9 9
split_gain=0.000409845 0.000571262 0.000368705 0.00157268 0.000601335 0.00439331 0.000912802 0.00146526 0.00153088 0.00117959 0.000769822 0.000660282 0.00172019 0.000872459 0.00121476 0.000789025 0.000623988 0.000651179 0.000972659 0.00051077 0.000459784 0.000947004 0.00196204 0.000500477 0.000450848 0.00035717 0.000420343 0.00376203 0.0026001 0.000294493
threshold=14.651182102100002 22.53967987815 45.169600924000008 195.41812862360004 22.649179082500002 192.94032447935004 86.420486603250012 43.890399822900008 42.841315546000011 8.7431769115000026 41.800301886400014 39.883592142850006 191.58460912770002 39.296024648600003 117.67112391160002 38.483556206400003 93.620177476600006 37.870720399650004 37.606388722050006 210.62522394830003 13.065205089100003 16.525386113000007 14.551174033150001 21.454033346250004 37.408632939650005 22.654947022900004 23.203497038450006 189.78071820640002 193.42660545270004 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=2 -2 4 -4 11 6 7 8 10 -8 -6 13 -13 14 15 16 17 18 20 -17 -1 23 -23 24 25 26 27 -22 -29 -28
right_child=1 -3 3 -5 5 -7 9 -9 -10 -11 -12 12 -14 -15 -16 19 -18 -19 -20 -21 21 22 -24 -25 -26 -27 29 28 -30 -31
leaf_value=0.001434688153206071 0.0042416602532789503 -0.00035199869193137077 0.00011095835624288997 -0.0057842166104025827 -0.00027640849744910655 0.0090568776143586712 0.0059232739764168221 -0.0055485314918622165 0.0036472066363579768 -0.00082834776614750948 -0.0045496594663337426 -0.00028395408188440849 -0.0064268850779708401 0.0039461506582922331 0.0046094810082590327 -0.0049651086015193016 -0.0033953435611551591 0.0024477566380590771 -0.0043300727857188831 -0.00055996957699181978 -0.00031615270506768928 -0.0070805840808078023 0.0014631373801289743 -0.0030650471049591664 0.0029991700006573216 0.0025623011748553792 -0.00069227108476515383 -0.052570041366656051 -0.0051719356958529767 0.00020603345341295255
leaf_weight=2.0401806245737886 0.53568366748368024 0.54731483770035538 2.0358793202305221 0.58186587557709923 2.0879654102914937 0.60183694798132048 0.53687906390351237 0.53189819951330708 0.89744709435763059 0.49954988947865786 0.5282260890744509 2.0412160495980056 0.5869282560653345 0.54887811493244854 0.54354226851501053 0.54759139337147533 0.55139502865169987 1.04784164508598 0.53111232419541821 0.50683373800868026 0.52322386222414152 0.56638525417611052 0.51156457358592888 0.51983749630577492 0.51462921446004273 0.53397238839534011 4.6329022121943693 0.02433187430142425 0.022072545099945273 17.192187164281947
leaf_count=42 29 48 79 131 580 84 36 17 19 9 20 34 90 22 39 38 108 34 13 15 229 45 11 27 19 16 996 20 22 1162
internal_value=-7.36385e-07 0.00192016 -4.99306e-05 -0.00119941 2.59203e-05 0.000977969 2.12165e-05 -0.000657134 8.33309e-05 0.00266905 -0.00113921 -0.000133297 -0.00165582 -5.69494e-06 -7.60977e-05 -0.000160245 -6.32394e-05 8.67044e-07 -9.19881e-05 -0.00284768 -8.87168e-06 -0.000126483 -0.00302597 3.94646e-06 7.1999e-05 6.29933e-06 -5.46451e-05 -0.00273635 -0.0300248 1.53466e-05
internal_weight=43.3712 1.083 42.2882 2.61775 39.6704 5.6838 5.08197 4.04554 3.51364 1.03643 2.61619 33.9866 2.62814 31.3585 30.8096 30.2661 29.2116 28.6602 27.6124 1.05443 27.0813 25.0411 1.07795 23.9632 23.4433 22.9287 22.3947 0.569628 0.0464044 21.8251
internal_count=4034 77 3957 210 3747 765 681 636 619 45 600 2982 124 2858 2836 2797 2744 2636 2602 53 2589 2547 56 2491 2464 2445 2429 271 42 2158
is_linear=0
shrinkage=0.1


Tree=548
num_leaves=31
num_cat=0
split_feature=13 15 6 3 13 12 9 9 0 9 8 3 5 17 17 7 18 9 2 0 15 2 2 17 16 15 19 6 13 4
split_gain=0.000369214 0.00118123 0.00184504 0.000682863 0.00566233 0.0210375 0.014173 0.00588149 0.00497697 0.00452413 0.00707523 0.00195269 0.00113878 0.000664357 0.00198203 0.00216782 0.00433259 0.000963293 0.000662007 0.00145066 0.000656073 0.000612495 0.000470688 0.00649899 0.00311952 0.00160505 0.00332863 0.00858574 0.0156466 0.00439787
threshold=117.56358558635002 42.246988155050012 16.495385412050002 93.281431752200021 117.51519334005 132.72446965985003 194.04304600165003 70.31345721160001 86.054856297550018 198.49982034990003 9.5425530862500008 93.14163192940002 22.213482503200002 188.19076296340003 189.43751236195004 23.109894804950002 13.3584252364 196.26893085885004 197.87172150825003 86.692020874450009 38.483556206400003 253.13454704850002 166.17270395525003 162.57770630285003 22.624947093000003 37.050691080100002 14.151141757350002 14.135330269750002 109.4229343674 271.38025028115004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 11 5 6 8 21 -5 -8 -11 12 20 -2 -15 -16 -17 -18 -19 -20 22 -7 23 -1 -25 26 27 29 -29 -24
right_child=13 2 -4 4 -6 7 9 -9 -10 10 -12 -13 -14 14 15 16 17 18 19 -21 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.10023271876761936 -0.00035164986534145333 -0.0072631279042530824 -0.00025753926652478742 -0.095343343591852023 -0.0007998395100701994 0.052449071720060761 0.10006790086880656 -0.10060486130841924 0.10000275646333845 -0.064633889769107389 0.096474804761133848 0.0059844727999804727 0.0045047500281048978 0.0067880357516044119 -0.0051576724947670098 0.0096107677566332969 0.0041963863062870338 0.00068405473030666987 -0.0060075081122870728 0.00038525179145776399 -0.0021203760548361736 -0.027461167811957145 0.077635812252111844 3.4391429623137857e-05 -0.0076471675183657287 0.0060014564692088424 -0.00015840375240126051 -0.10022361570754541 0.062387050411719484 0.018881044426479636
leaf_weight=0.0064937148308271677 5.5811558796302201 0.59169444530808846 1.0309816274200221 0.0099314523138362212 2.0339279883946801 0.0027878506017362517 0.014830847911071032 0.030520793647083454 0.0015014038217486822 0.0054996442922856659 0.005404600130366255 0.55138517706769974 0.5430035728749506 0.56556647551860795 0.59093590363177195 0.5537391439327165 0.5660525106195563 3.0416296895443793 0.54568620271604107 1.015639613913663 1.5457595493630858 0.0014622807331523546 0.022049554700583864 19.325337795561918 0.54354469734243949 0.54618671602518976 4.0407459853086038 0.013427460793730361 0.010579475798294879 0.030172362575889764
leaf_count=121 252 129 25 259 29 38 8 188 18 8 34 27 73 34 78 19 25 29 74 37 65 34 33 1305 10 59 70 68 10 875
internal_value=-5.17978e-07 -0.000185782 -0.00281207 -4.02584e-05 -0.00177505 -0.029347 0.0229575 -0.0852573 -0.0696898 0.0641162 0.0152183 9.41569e-05 -2.78169e-05 0.000459018 0.00111672 0.000608691 0.00120413 0.000303555 -0.000175169 -0.00184903 -0.000122173 0.0249555 3.70058e-06 -0.000208441 -0.00017575 0.000907891 0.000232143 0.0209343 -0.0285637 0.043689
internal_weight=43.3676 30.9072 1.62268 29.2846 2.10587 0.0719389 0.0371679 0.0347709 0.0114329 0.0257351 0.0109042 27.1787 26.6273 12.4604 6.87925 6.31368 5.72275 5.16901 4.60296 1.56133 26.0843 0.00425013 24.5385 19.8754 19.8689 4.66316 4.11697 0.0762289 0.0240069 0.0522219
internal_count=4034 3486 154 3332 616 587 327 260 277 50 42 2716 2689 548 296 262 184 165 140 111 2616 72 2551 1436 1315 1115 1056 986 78 908
is_linear=0
shrinkage=0.1


Tree=549
num_leaves=31
num_cat=0
split_feature=8 13 13 16 7 8 7 19 16 9 6 0 5 15 2 2 9 9 9 17 17 0 2 14 12 9 16 18 9 12
split_gain=0.000469047 0.00157972 0.00957798 0.00449161 0.00361302 0.00129252 0.000690505 0.000533044 0.000963533 0.00107222 0.00261639 0.00125689 0.00119899 0.00308618 0.000705742 0.00140279 0.00053561 0.00123977 0.00112238 0.000962078 0.00235666 0.00395985 0.000894952 0.0215907 0.000974763 0.00202861 0.00150591 0.0508471 0.00496309 0.00260183
threshold=8.8430989333000021 117.67650082785001 117.20333219690001 20.514952027100005 24.991601945450004 9.0429429770000009 23.864758692950002 14.451165964200003 22.534947303500005 192.31210988165003 16.385382841850003 85.861287312150012 21.500664456800006 47.117206525000007 148.06652356835002 189.95856246190002 198.96357396150003 198.16621393750003 200.84017322135003 194.17433468975003 183.58889821140002 86.103248543850015 62.922191810850009 165.09063850220002 106.61257222060001 211.04147598835002 17.809958352600002 15.981927061500002 202.16842692300003 187.08532896345002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -5 16 -9 10 -10 -11 14 -14 -13 -16 17 -1 19 20 -18 -22 -20 -24 25 -25 27 28 -26 -30
right_child=1 -3 -4 6 -6 -7 -8 8 9 11 -12 12 13 -15 15 -17 18 -19 22 -21 21 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=-0.00038393997490504729 0.10002308461855058 -0.0010965918807127257 -0.10026132681465674 0.0072691011269798616 -0.10021077377956347 -0.024232433679476147 0.03569862263691808 -0.0029738380411906337 -0.0012263773360069302 -0.0037251652773195956 0.0084989058210857612 -0.0012659515364716477 0.008965445887013283 -0.0015823417162427389 0.0057261613405763809 -0.0015751405514029277 0.00027636389772199143 -0.0051610190894323706 0.0021327645055687532 -4.7534883648612835e-05 -0.00011074709516004853 0.0118550136313764 -0.10070065287511709 0.0069046772843565814 -0.031264058878598351 -0.001849168593047014 -3.7450326328679128e-05 0.00022996023220817424 -0.10044777209030571 -0.052985487798908562
leaf_weight=14.487903329272182 0.0013958974741424823 0.52137582465161358 0.011481696721247658 0.021513561470783316 0.0066368919260639814 0.0020914371125861919 0.014170756825478747 0.57584757704898759 0.50608283236749663 0.57853785451298989 0.61013099990598896 1.5307073863223202 0.59275276683911193 0.52139783104939852 0.52952690620440968 0.52308174812924335 1.503665432657445 0.56443642102158342 1.5474385254151766 2.0175730440794268 0.51252652820221534 0.60072292842755814 0.021427135917291618 0.54808841688193755 0.017999197445079829 0.5120500089306006 12.327038624145171 2.0787565578545966 0.053847448298256495 0.014703917007096834
leaf_count=2172 2 75 23 34 11 46 10 51 18 74 91 13 56 22 11 32 16 38 47 46 7 33 49 90 23 17 462 362 59 44
internal_value=-5.81434e-07 -0.00282856 -0.0185905 0.00187987 -0.0569077 0.0255041 0.0185589 3.76748e-05 0.000914343 0.00132957 0.00408954 0.000609106 0.00128728 0.00402931 0.000104682 0.00209786 -0.000104468 -0.000563072 0.000212829 0.00159337 0.00285847 0.00634612 -0.000160863 -0.00038876 -0.000250558 0.00267654 -0.00046468 -0.00289689 -0.0779969 -0.0902674
internal_weight=43.3549 0.578666 0.0572902 0.0458085 0.0101242 0.00348733 0.0356843 42.7762 5.96807 5.39222 1.11621 4.276 3.69747 1.11415 2.58332 1.05261 36.8082 15.0523 21.7558 4.63449 2.61691 1.11325 17.1213 15.5739 15.5525 1.06014 14.4923 2.16531 0.0865506 0.0685514
internal_count=4034 201 126 103 59 48 44 3833 368 317 109 208 134 78 56 43 3465 2210 1255 102 56 40 1153 1106 1057 107 950 488 126 103
is_linear=0
shrinkage=0.1


Tree=550
num_leaves=31
num_cat=0
split_feature=8 13 13 7 13 13 7 19 5 15 17 7 10 17 19 2 0 15 18 19 6 2 12 16 13 16 3 16 3 13
split_gain=0.000384795 0.00136107 0.00876294 0.00308235 0.00400541 0.00205634 0.00120324 0.0004528 0.000437048 0.000433405 0.00132285 0.00053932 0.000517119 0.00269536 0.00221171 0.000639603 0.00221377 0.00144954 0.0027992 0.00125178 0.0235913 0.00995861 0.00343188 0.00178145 0.00387167 0.00355596 0.00348217 0.00389754 0.00466659 0.00197072
threshold=8.8430989333000021 117.67650082785001 117.20333219690001 24.385896469550001 115.68166489510001 113.97180552410002 22.907491544400003 14.651182102100002 23.455765688150006 45.169600924000008 192.41413881610001 23.271765593750004 61.93938686740001 188.19076296340003 14.251149826300002 173.34516805710004 86.20003303655001 39.296024648600003 13.204532713600001 14.251149826300002 16.345381907250005 174.09315058345001 200.88600031510001 15.584963555600002 102.94912718925001 20.704951582800003 85.788698942600021 19.254954973500002 85.401560971850017 108.80996591365
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 5 -2 -7 9 -9 12 11 -11 13 -1 -15 17 -17 -14 -19 20 21 -18 -23 24 -24 26 27 28 29 -25
right_child=1 -3 -4 -5 -6 6 -8 8 -10 10 -12 -13 15 14 -16 16 19 18 -20 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00092774021560575149 0.042687714260478668 -0.00098618813658395295 -0.10023642194449345 -0.039276296670735455 0.082985925368553176 0.0048599325881030584 -0.048491234039424069 0.0040701963600811367 1.5910413521207682e-05 -0.0016912052434009122 -0.0055392266425103526 0.0015578102355789389 -0.0001096277618745074 0.00028380918486062994 0.0092119341108576318 -0.0070669695831643304 -0.10083436460006656 0.00021663680436584794 0.0062729790836450602 -0.00088521333306593132 0.093897525222644371 0.063332069683182099 -0.017245466041347766 -0.029031218047363257 0.099959123556062499 0.0015000983179181606 -0.10028579663992712 0.078325336488869149 0.098836934576349691 -0.10019610170417022
leaf_weight=1.9629885867865395 0.0074641900067565761 0.52174372155008086 0.010391518956012646 0.013035833734647895 0.0073863671859726301 0.0089649086821168567 0.0079992707615019754 0.53909704537363612 0.52465460027474364 1.0305342093308998 0.56711716778876775 1.0132460485365298 26.076024895128768 0.502230768169877 0.61998550780117512 0.54218932350791327 0.0097125208577760747 2.5666461603113926 1.0860896325517613 5.1341935537675454 0.027802792159491219 0.008778816372246423 0.0058075263913185404 0.013373494725051241 0.0054759822136247749 0.5072730116371531 0.0062142836600198583 0.0036846938344297078 0.0023808616606960506 0.0054881855568389417
leaf_count=439 23 75 23 19 8 41 12 28 18 73 111 7 1787 11 58 47 10 51 33 157 7 78 582 187 13 14 38 6 20 58
internal_value=-1.3738e-06 -0.00256657 -0.0174928 0.00167821 0.018459 -0.00105191 -0.0202972 3.32392e-05 0.00207058 -1.8736e-05 -0.00126615 -8.04391e-05 6.45891e-05 0.0013071 0.00521629 -4.18906e-05 -0.000959525 0.000151718 0.00201741 -0.000381639 0.00395641 -0.000444607 0.00130128 0.000310633 0.0396349 -0.000513483 -0.0333133 -0.0166172 -0.0330858 -0.0497381
internal_weight=43.338 0.576986 0.0552421 0.0448506 0.0318147 0.0244284 0.0169642 42.761 1.06375 41.6972 2.6109 2.04378 39.0863 3.0852 1.12222 36.0011 6.27238 29.7288 3.65274 5.73019 0.595992 0.568189 0.558477 0.549698 0.0112835 0.538415 0.0311415 0.0249272 0.0212425 0.0188617
internal_count=4034 201 126 103 84 76 53 3833 46 3787 191 80 3596 508 69 3088 1217 1871 84 1170 1013 1006 996 918 595 323 309 271 265 245
is_linear=0
shrinkage=0.1


Tree=551
num_leaves=31
num_cat=0
split_feature=19 16 5 15 6 17 9 18 6 18 6 9 0 9 9 7 12 17 18 0 19 7 16 16 15 17 18 3 13 10
split_gain=0.000325318 0.000833629 0.000999681 0.00195353 0.00103249 0.00220102 0.00150483 0.000546511 0.000427405 0.00151473 0.00108689 0.00230325 0.000797873 0.00089512 0.00241084 0.000696586 0.00877787 0.00703441 0.00378515 0.00480605 0.00252501 0.00158537 0.000749969 0.00130315 0.000681134 0.000501425 0.000427925 0.00063916 0.000571926 0.000389391
threshold=14.451165964200003 22.534947303500005 24.393336510100003 42.713473568600008 16.455384477450004 192.20712075930001 191.29995577870002 13.455547561900003 16.465384711100004 13.777522434500002 16.505385645700006 199.17419511990002 86.565663342300013 194.56033515110002 201.61239113610003 22.792619241600004 144.57070813310003 183.58889821140002 13.077716774800001 87.350693116400024 13.651101412550002 22.649177329550003 22.674946976100003 22.644947046300004 44.190294328500009 171.92791459955001 13.131682570750003 93.394346993650018 117.58509325145 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 4 5 -3 -6 -8 15 10 11 -10 13 29 -15 16 -1 20 -19 -20 25 -21 23 24 26 -18 -17 28 -28 -12
right_child=1 2 -4 -5 6 -7 7 -9 9 -11 12 -13 -14 14 -16 22 17 18 19 21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00050470360042798187 -0.0028582093740974956 -0.0013677325255874019 -0.0029998116683822677 0.0070356620049032096 0.0046222719116208316 0.0074770899721469074 3.7896786748960546e-05 -0.0029198636752147174 -0.0078210741708827827 -0.0058625023886133033 -0.0016630845787228036 0.00011181653353719236 -0.0016199728405117454 0.0057306540254579612 -0.00047526568707215622 0.0029221240483506363 -0.011930516727986496 0.099323749166097736 -0.10007986401993191 -0.011472492204196929 -0.10024587652140736 0.09956448887115088 -0.0037439548780814954 0.0048893562625264234 -0.0035183402524112117 0.076184838182739759 7.3414010973135993e-06 -0.0024618237652086058 0.0024225640718338209 0.0004993985984578323
leaf_weight=0.5607374399467373 0.59889321900846137 0.52292964298249056 0.54206124238588049 0.56864809901288271 0.55091934201482251 0.6090152709002723 1.5845603289540124 1.0312752827908296 0.57534321508707087 0.53118380862796222 1.4090350802732223 1.0058623850491129 2.034078627701092 1.0631619739301643 1.5222473499076157 0.5141983246541092 0.0013485502284757414 0.019044588535665166 0.0024203497809638375 0.0018349800248769199 0.0034701316578340524 0.0042969805820906037 0.51890531774370074 0.55495415919722191 0.54131408208079079 0.0012392917830943845 22.390164961081361 1.0053991578895267 1.0253491937182833 2.0357053780238274
leaf_count=198 82 27 90 72 38 80 39 38 53 43 445 7 27 23 57 7 81 14 20 59 7 14 27 27 52 50 2280 13 9 55
internal_value=-1.0591e-06 0.000681852 0.00107378 0.00152745 0.0007988 0.00339101 -0.000127776 -0.00112818 -0.000111 -0.00066369 -0.000377387 -0.00277467 9.26652e-05 0.000670369 0.00207671 9.62053e-05 0.00348186 0.0530855 0.0745057 0.01924 -0.0444934 0.0663368 2.04091e-05 9.54474e-05 -8.97858e-06 0.030267 6.72058e-05 7.09366e-06 0.000113102 -0.000385143
internal_weight=43.3296 6.0083 5.40941 4.86735 4.2987 1.13194 3.16675 2.61584 37.3213 10.1766 9.64543 1.58121 8.06423 6.03015 2.58541 27.1447 0.594392 0.0336549 0.0275969 0.00855231 0.00605797 0.00613196 26.5503 26.0314 25.4764 0.00258784 24.9351 24.4209 23.4155 3.44474
internal_count=4034 466 384 294 222 107 115 77 3568 710 667 60 607 580 80 2858 443 245 107 93 138 73 2415 2388 2361 131 2309 2302 2289 500
is_linear=0
shrinkage=0.1


Tree=552
num_leaves=31
num_cat=0
split_feature=19 2 16 15 9 5 17 13 3 8 15 17 0 8 10 17 0 15 0 8 16 18 7 5 16 0 9 15 12 6
split_gain=0.000387945 0.000500219 0.000366591 0.000462573 0.00168336 0.000564088 0.00307918 0.000913736 0.000772868 0.00129277 0.00090613 0.000891372 0.000694204 0.000593566 0.00176241 0.000968125 0.000903586 0.00113421 0.00107514 0.000855619 0.00424838 0.00133895 0.00169449 0.00197439 0.000844053 0.00114347 0.00174848 0.000834117 0.000615322 0.000648729
threshold=14.651182102100002 173.34516805710004 22.764946765650006 45.169600924000008 195.41812862360004 22.649179082500002 192.94032447935004 117.67650082785001 93.181958801350021 8.7431769115000026 43.890399822900008 189.43751236195004 86.103248543850015 8.543332867800002 61.993156030000002 186.09458496570002 86.20003303655001 39.883592142850006 85.812895065800021 8.4434108459500017 22.584947186600004 13.86460725495 25.454404031550002 21.850554661550003 20.404952284350003 86.83719761350001 200.76482212275002 37.870720399650004 82.696898122450008 16.545386580300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 8 13 9 -7 11 12 -10 16 -15 -16 18 19 -1 27 21 -21 23 -23 -17 -26 -27 28 -18 -30
right_child=1 -3 -4 4 -6 6 -8 -9 10 -11 -12 -13 -14 14 15 24 17 -19 -20 20 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=8.1262758912138829e-05 -0.00030152226024194261 0.0040007708514079587 0.0024151773953453182 -2.3477791631293465e-05 -0.0061619540743714316 0.0059009943986844957 0.0077703897025197107 -0.0042125955131397854 -1.2782451131551621e-05 -0.001173598286657818 -0.0044143257298909925 -0.0036790916483192002 0.0041026446187148137 0.0062153866780388228 0.0043110876391777124 -0.0038443128136420993 -0.0033134848520485929 -0.0046670668727711185 -0.0061707753054371338 0.002882578916829949 -0.0095927662327249912 -0.0080914073470835408 0.0029404975518207322 0.00052629763312610233 -0.00049682682118666382 -0.0011856077794938206 0.0066928471314203616 0.0028964572909217366 0.00019404913175301712 -0.0033523011850743602
leaf_weight=0.54096228362209575 0.53543302242144253 0.54565070659919002 0.59547440166642118 2.0297504269823281 0.57281718027112649 0.53627745174209829 0.59091705727276878 0.54343476497888232 1.9020146235967912 0.49830149256013101 0.53288476147827157 0.52264920221903199 0.52247259858995665 0.54374405252747138 0.54410090994495153 0.54554360034202876 0.54196542611054965 0.54901445844657359 0.55958045858278638 1.0286540684464851 0.55050351069075976 0.56397489938535705 0.51831888949664051 0.50294860848225653 4.0393821089310222 0.51843342056963571 0.6168788011855213 1.0532394064067592 19.650827669356858 0.52972746890009048
leaf_count=110 41 36 95 77 118 36 62 30 548 9 16 26 7 11 36 64 59 65 63 26 16 67 26 5 38 10 91 39 2195 12
internal_value=-5.8997e-07 0.00186996 -4.8459e-05 -8.36824e-05 -0.00137454 2.35644e-06 0.000982354 -0.000145057 9.38666e-05 0.00249354 -0.000619535 6.66181e-05 0.000874085 -7.88718e-05 0.000754272 0.000280248 -0.000292192 -0.000171061 -0.00309764 -7.20894e-05 -0.00160859 7.2934e-05 -0.00175023 -0.00402901 -0.000103159 0.000291253 0.0030952 0.000151191 1.16601e-05 0.00010096
internal_weight=43.3259 1.08108 42.2448 41.6493 2.60257 39.0468 5.10552 33.9412 4.5146 1.03458 3.48002 2.94714 2.42449 33.3978 6.80808 6.26434 26.5897 25.4892 1.10054 24.9402 3.1644 2.6139 1.58524 1.06692 5.72024 5.17469 1.13531 21.7758 20.7225 20.1806
internal_count=4034 77 3957 3862 195 3667 704 2963 642 45 597 581 555 2933 250 239 2683 2510 173 2445 140 124 98 72 203 139 101 2305 2266 2207
is_linear=0
shrinkage=0.1


Tree=553
num_leaves=31
num_cat=0
split_feature=19 5 12 12 7 2 2 9 9 18 9 6 16 4 18 17 9 9 3 3 13 9 17 0 6 2 9 18 5 15
split_gain=0.000314616 0.000426137 0.000408383 0.000737634 0.00099188 0.000523248 0.00207792 0.000640072 0.00221784 0.000638831 0.000614478 0.000494576 0.00146896 0.00134402 0.00130038 0.0013662 0.0021626 0.00126194 0.000739755 0.00193546 0.0035152 0.000604948 0.00404984 0.0348704 0.0040926 0.00148944 0.00165377 0.00210178 0.0154497 0.0104635
threshold=14.651182102100002 22.53967987815 69.826413229550027 82.696898122450008 23.150522195450005 83.586740321150003 88.501682544250016 211.04147598835002 206.22988073345002 12.920478434700001 186.14781787895004 16.535386346650004 22.644947046300004 266.52371110730007 13.531614672700002 191.46721301340003 194.04304600165003 206.57490536735003 93.281431752200021 93.69276584615001 117.64961624655002 202.37225149245003 191.08747234645003 100.52682641375002 14.745344522600002 103.92649527695001 199.89081775665002 13.927976454650002 20.556063402800003 35.215351613950006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 8 9 -5 -11 12 18 -13 15 16 -14 -15 21 20 -20 25 23 24 -23 -8 27 -27 29 -29
right_child=1 -3 3 5 -6 6 11 -9 -10 10 -12 13 14 17 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.002699943380688723 0.0036974828825937535 -0.00027601816513058195 0.00040828929740646821 0.0037770326695510115 -0.0057368035676103792 -0.0063714287161912757 0.0055126214162623047 -0.0026841307769196058 0.0069822961551734147 -0.0030936520936966647 0.00046761328175704399 -0.00015945134161326615 0.0003295020556055362 -0.0074849296852515061 0.0065007382592268091 -0.0016303891089905461 0.0080511141191471503 -0.00058108172149245855 -0.010019779617623081 0.00032041153074076432 -0.00045932115586491858 -0.10046025707083435 3.405471703506418e-05 0.00021071382367525958 -0.051113324033447663 0.00016659089762424185 0.0032500019181045826 -0.0057956698207805891 -0.10052000462848559 0.067321270483854431
leaf_weight=0.53576181538362888 0.53296689507260342 0.54680853871627733 0.52020058154246018 0.53577678339066181 0.53056170250599166 0.53536603553733897 0.57580343249262256 0.52517221175367002 0.56061482264104245 0.52563815392382451 6.1913088511514331 4.0365088197945687 1.04453491035321 0.54972859614128544 0.55340264872575051 1.0506810256129027 0.55566183615498577 0.51075412480588511 0.61939548065356564 2.5635348327766314 1.0144791989005169 0.034369605283245508 7.8134569247404837 0.51739865529006224 0.032889198628254235 8.1194802730374569 1.5922860450500014 0.56076379841570567 0.016798998310631919 0.020280181753150828
leaf_count=42 29 48 32 39 51 144 133 30 97 41 188 424 39 92 63 24 27 39 58 266 11 94 671 73 13 206 106 901 43 10
internal_value=-2.91142e-07 0.00168526 -4.33761e-05 -7.86165e-05 -0.00269455 -1.10072e-05 -0.000193235 0.000695255 0.0009224 0.000453987 0.000188925 -8.91648e-05 8.32387e-05 -0.00099178 0.0020917 0.00117126 0.0030108 -0.00415987 -0.000190842 -0.00139391 -0.00408365 7.10271e-05 -0.000566645 -0.00859449 -0.0763299 0.000562992 0.00028655 -0.000254748 -0.00597707 -0.00324367
internal_weight=43.3224 1.07978 42.2426 41.7068 1.05076 40.6561 32.3176 8.33851 7.81334 7.25272 6.71695 31.7822 26.6852 5.09699 3.20428 2.65088 1.6002 1.06048 23.4809 4.19741 1.63387 19.2835 8.39811 0.584657 0.0672588 10.8854 10.3096 8.71732 0.597843 0.581044
internal_count=4034 77 3957 3915 83 3832 3437 395 365 268 229 3293 2738 555 153 90 66 131 2585 335 69 2250 851 180 107 1399 1266 1160 954 911
is_linear=0
shrinkage=0.1


Tree=554
num_leaves=31
num_cat=0
split_feature=12 12 2 19 7 17 5 18 6 16 16 2 7 3 8 6 17 7 5 0 19 10 0 17 15 12 13 5 19 4
split_gain=0.000341271 0.00130273 0.00107348 0.00195515 0.000741475 0.00201976 0.00128114 0.00119682 0.000984101 0.00237885 0.00189053 0.00307115 0.000649207 0.00158727 0.015028 0.0109024 0.0141502 0.00154584 0.00141818 0.000886121 0.000897179 0.000859463 0.000888129 0.00110259 0.000668717 0.015857 0.0203584 0.00327266 0.00277649 0.00064872
threshold=149.09269374785001 144.57070813310003 135.72285180265001 14.551174033150001 23.109894804950002 191.24148878695004 21.955793948900006 13.131682570750003 16.525386113000007 22.544947280100004 22.644947046300004 199.66651340635002 24.175586727800006 82.990014028800019 7.943800736700001 14.845346859150002 188.01568060980003 24.024273989350004 18.553574773300003 96.959242474650011 12.751028791950002 70.123053416500014 90.407470010750018 199.59317753375004 33.762789462050002 82.696898122450008 113.97180552410002 21.723721974650005 14.651182102100002 160.76806275915001
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 -8 10 -10 -6 -12 17 29 -15 16 -16 19 -17 20 -1 22 23 24 25 -22 -27 -28 -29 -14
right_child=2 -3 4 -5 8 -7 7 -9 9 -11 11 -13 13 14 15 18 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0046434705291435304 -0.0071187712799032207 0.005078122763166857 0.0041020789165271887 0.0013055494433730115 -7.7680439799082462e-05 -0.0068754787507357114 -0.00020989125718502352 -0.0054837129495058784 0.00065465291448477537 -0.0074291087406631639 0.009278846441360046 0.0010195286261203537 0.0033147585552095772 0.001079735295622149 0.034322857176893921 0.017368473020467835 -0.10043444827871276 0.0057888423844118147 -0.021902965770260407 -0.0035673552044155686 -0.0010380888656909705 -0.0035679919798450623 0.0043086170359802637 -0.0040656845020011264 0.00039139483411442037 -0.088098888993750582 0.099546881761660211 -0.064062320949510199 0.10002982953191722 -0.00033552671086641472
leaf_weight=0.52670125879346308 0.60644691640325621 0.55584736527115808 0.52507176097423203 0.50481728230715817 14.510229243010746 0.57016242279670271 2.0569536974511688 0.54413712576613216 1.0179591572041307 0.56668396216191741 0.57766607230587341 2.0404288515001099 0.51998589270806217 0.51246992377855427 0.0096612847119104117 0.018060774418700021 0.040276832925428607 0.56451733514870817 0.018733773140411358 0.53045070523099802 0.51962717353759735 0.51532252757065755 0.61155512982008975 0.52695049786052539 6.6298497427242182 0.0077504119289883979 0.034606672896188684 0.0024086248294006287 0.0018030413193628192 7.6422700496663065
leaf_count=211 79 91 123 4 1531 99 256 86 23 64 23 67 30 16 9 27 124 50 13 28 46 44 78 24 266 30 22 175 2 393
internal_value=-6.05199e-07 0.000305431 -0.000258086 -0.00329183 -0.000107645 -0.0014019 -0.000403607 -0.00131315 0.000148007 -0.00223618 0.000368582 0.00284189 0.000167497 -0.000467667 -0.00543536 -0.0439306 -0.0743636 0.000698933 -0.0026264 0.000408902 0.000633846 0.000395213 0.000640257 0.000349773 0.000673107 0.00397181 0.0598736 0.0894176 0.00618658 -0.000102981
internal_weight=43.3094 19.7888 23.5206 1.11126 22.4093 3.69633 3.12616 2.60109 18.713 1.58464 17.1283 2.61809 19.233 8.76146 0.599203 0.0867327 0.0499381 10.4715 0.0367945 9.90703 9.37658 8.84987 8.33455 7.723 7.19605 0.566196 0.0465688 0.0388183 0.00421167 8.16226
internal_count=4034 1679 2355 83 2272 564 465 342 1708 87 1621 90 1588 612 189 173 133 976 40 926 898 687 643 565 541 275 229 199 177 423
is_linear=0
shrinkage=0.1


Tree=555
num_leaves=31
num_cat=0
split_feature=19 5 5 16 5 15 9 17 10 9 9 14 17 15 0 15 2 4 2 17 6 7 6 6 2 6 18 17 17 15
split_gain=0.00041976 0.000843691 0.00244104 0.000856213 0.00088368 0.00106589 0.00101839 0.00115181 0.00314717 0.000482992 0.00143362 0.00838002 0.00136614 0.00283415 0.00357727 0.000576854 0.00108218 0.0188958 0.00096185 0.0006829 0.000607681 0.00523502 0.00911052 0.00363875 0.0043753 0.00237014 0.00180531 0.000509424 0.00155517 0.0176243
threshold=14.451165964200003 24.393336510100003 22.938948824900006 22.534947303500005 20.305669781650003 35.215351613950006 199.17419511990002 188.19076296340003 62.057679025150001 199.17419511990002 200.84017322135003 156.61564208075004 194.73806315685002 22.233787461850003 86.103248543850015 44.891409666300007 189.28685862455004 288.78964636655002 176.84505046235003 188.10488866565001 16.455384477450004 24.487155730000001 14.980350013450002 14.135330269750002 334.1138616452501 13.65531905435 17.399600107550004 204.42624920380004 196.80409074510004 35.517387705950007
decision_type=2 2 2 2 2 2 2 2 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 -6 7 -7 -9 27 12 -12 13 -11 -15 16 18 -18 -13 -17 21 -19 23 25 -25 26 -23 28 -1 -30
right_child=1 -3 -4 4 5 6 -8 8 -10 10 11 15 -14 14 -16 19 17 20 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00045127815739400749 -0.0032105000563419266 -0.0029848674423471524 0.0071107695245101552 0.0047070675884716426 -0.0038471649626828767 -0.00075644995736757689 -0.0028866301936068747 0.0092778600804183826 0.00015047322067600347 -0.00021266614446837346 0.056885358046243312 -0.00022099818741476342 -4.8906193211177642e-06 0.0010665732783573824 0.012459020059109616 4.1104949194273418e-05 0.072093325937401004 -7.032006323175576e-05 -0.0045485557640768514 -0.005122603241099131 -0.0021246182959618223 -0.089201886350836548 0.10004033147890455 -0.1001887739228893 0.081597457656085504 0.050990583856061436 0.019729308014438823 0.0025000149422656336 -0.057288168046345435 5.5511862429575946e-05
leaf_weight=14.424194825332297 0.57868136690013106 0.54282070454194453 0.61006593170126766 0.53069726261946915 0.52156309032852766 1.0456994541455067 0.55157540720392706 0.59650279513152771 1.0302121604618149 1.0041129478249815 0.025665285812009553 14.938074300042327 2.0169282424291168 0.51836616043328809 0.588584274305191 0.50079380485924108 0.038077288577824997 0.50950660646776647 0.53188306813751829 0.52419748190267512 0.5032523940099054 0.0025625456576108254 0.014723694446729496 0.0056713253576781133 0.0017272202296680916 0.012184169167767323 0.003744653463582992 0.52865544647366292 0.059527850845250252 0.53795336160378326
leaf_count=1754 72 93 99 38 34 16 49 43 22 13 18 725 35 8 32 7 27 7 53 35 20 69 34 75 10 33 136 254 198 25
internal_value=-4.8137e-07 0.000775239 0.00114872 0.000399533 0.000888059 0.000346954 0.00102546 0.0018329 0.00349741 -0.000125457 0.000178919 -0.000214225 0.00185627 0.00363443 0.00712413 -0.000297555 -0.000155074 0.00288821 -0.000369787 -0.0025997 0.000386589 0.00268385 0.0372356 0.00151824 -0.05775 0.025232 -0.0245282 -0.000550989 -0.000658362 -0.00565772
internal_weight=43.2982 6.00782 5.465 4.85493 4.27625 3.74555 3.22399 2.67241 1.62671 37.2904 21.7401 17.6121 4.12799 2.11106 1.10695 17.5864 16.5614 1.09145 15.47 1.02499 1.05337 0.55012 0.0406136 0.0258899 0.00739855 0.0184914 0.0063072 15.5503 15.0217 0.597481
internal_count=4034 466 373 274 202 164 130 81 65 3568 1337 1249 88 53 40 1231 1189 411 778 42 384 364 357 323 85 238 205 2231 1977 223
is_linear=0
shrinkage=0.1


Tree=556
num_leaves=31
num_cat=0
split_feature=19 5 12 12 7 14 18 2 6 8 9 6 7 15 5 10 2 9 13 7 7 6 15 9 2 13 3 10 7 8
split_gain=0.000403159 0.000436133 0.000382036 0.000616078 0.000935782 0.000415068 0.00178248 0.000858825 0.000735028 0.000632115 0.000977611 0.0018602 0.00092479 0.000432284 0.00187751 0.0320124 0.0212105 0.00116318 0.00102987 0.0197543 0.0139765 0.00128948 0.0015383 0.00275909 0.000580875 0.00137741 0.00169345 0.00118634 0.000864715 0.000739786
threshold=14.651182102100002 22.53967987815 69.826413229550027 82.696898122450008 23.150522195450005 177.36626049935003 14.766576839600001 74.580378076100018 16.535386346650004 8.3434888241000014 197.90890142995002 16.575387281250006 23.974509389900003 37.050691080100002 20.911722254300006 62.079186690200011 105.22786026870001 207.30588428080003 117.38883580790001 23.899651152000004 23.203497038450006 16.405383309150004 40.309074029200012 187.45330412110005 154.94328103605002 117.56896250265002 93.216908757050007 61.998532946250002 23.296055099200004 8.4434108459500017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 9 -9 10 11 -5 -11 14 -7 -16 -17 -18 19 20 -15 22 -20 -24 27 -26 -27 -23 -28 -30
right_child=1 -3 3 5 -6 13 -8 8 -10 12 -12 -13 -14 18 15 16 17 -19 21 -21 -22 24 23 -25 25 26 28 -29 29 -31
leaf_value=0.002604984357309709 0.0039407346670693255 -7.6484519966572872e-05 0.00054006976332844061 -0.0077957700306751521 -0.0054255791187323753 -0.00017485876672389058 0.0059664560728062595 0.0050846891370013372 -9.1085608822521612e-05 0.0044033353313935692 0.00018620412718653781 0.00057464012366125253 -0.00069002894491060178 0.01392267222565303 -0.00088975022429610038 0.095806234455823258 -0.098591595439562849 -0.054243560707938968 0.0018010992387365848 -0.0022498610596116925 0.10015742618353614 -0.00021279295982267835 0.00061665239097889821 -0.009485877160818515 -0.0016828254675394631 0.0059903623410677547 -0.0010454791798997114 0.0027073785602733692 0.0036053856742783701 0.00014732623540937475
leaf_weight=0.53554680845689873 0.53375019254599354 0.5474286692468695 0.52071146308933325 0.55267737057552435 0.53115835937047962 16.066067748137968 0.59088526444361367 0.58415299667607057 0.51741207816329138 0.54878642798757926 1.5045545333750849 0.51096002530539408 1.0172805981164854 0.042643716079967642 1.5263231753902129 0.0066230628732312216 0.049875097335210228 0.0067098889444707757 0.5268469721922896 0.57311002602506989 0.033606213524763007 2.9842422066505501 0.5057476841047901 0.58078194948329132 3.5698743412114737 0.57042495737550769 2.5794001960347632 2.6061537232035334 1.0392037913848073 1.5286712574521173
leaf_count=42 29 48 32 63 51 2098 66 90 100 36 10 13 29 37 402 63 167 17 14 143 14 56 9 105 70 17 86 41 32 54
internal_value=-5.36961e-08 0.00190671 -4.88937e-05 -8.29976e-05 -0.00247238 -2.11282e-05 0.000760011 0.000172441 0.0026536 -0.000488657 -0.00145424 -0.00377471 0.0010948 -0.000151932 -0.000499221 -0.00377769 -0.0735144 -0.0933328 0.00020579 0.00411206 0.0519296 5.19775e-05 -0.00263327 -0.00478345 0.000343167 -0.000141607 0.00082066 0.00114854 0.000247749 0.00154678
internal_weight=43.2916 1.08118 42.2104 41.6749 1.05187 40.623 5.82671 5.23582 1.10157 4.13426 2.56819 1.06364 1.56607 34.7963 17.6556 1.58953 0.063208 0.056585 17.1407 0.64936 0.0762499 16.4913 1.61338 1.08653 14.878 9.28757 5.7177 5.5904 5.14728 2.56788
internal_count=4034 77 3957 3915 83 3832 407 341 190 151 86 76 65 3425 2747 649 247 184 678 194 51 484 128 114 356 259 189 97 172 86
is_linear=0
shrinkage=0.1


Tree=557
num_leaves=31
num_cat=0
split_feature=19 2 12 12 12 2 19 12 13 3 18 6 19 12 0 17 6 14 0 5 9 17 10 19 0 9 5 4 9 9
split_gain=0.000327036 0.000474925 0.000309994 0.000567935 0.000316001 0.00104789 0.00186829 0.000950547 0.000595613 0.00328947 0.0247305 0.0109043 0.0138941 0.00475813 0.00450213 0.0104198 0.00319715 0.0161553 0.0177568 0.0265948 0.0129472 0.00579148 0.000590231 0.00480297 0.0119643 0.00231245 0.00807584 0.000634551 0.000808668 0.000715509
threshold=14.651182102100002 173.34516805710004 69.826413229550027 81.514192512750014 147.88310320375004 135.72285180265001 14.551174033150001 144.57070813310003 109.49014582065001 82.990014028800019 15.343833331950004 14.845346859150002 13.351077205700003 131.28785145870003 94.625660817400004 192.20712075930001 16.405383309150004 161.40546423680004 93.399723909900004 18.946524085150003 191.29995577870002 196.54125635090003 61.901748453550006 14.251149826300002 86.103248543850015 194.56033515110002 24.218679034200004 234.39952089600004 195.41812862360004 191.72037998490001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 7 6 -6 8 9 -5 11 13 14 -11 15 -13 17 -10 19 -19 -21 -22 23 -7 25 -25 -27 28 -24 -29
right_child=1 -3 3 4 5 22 -8 -9 16 10 -12 12 -14 -15 -16 -17 -18 18 -20 20 21 -23 27 24 -26 26 -28 29 -30 -31
leaf_value=0.0023487036987618116 -0.0003978737195805878 0.0037967032258223346 -0.0033166111456751565 0.00010397347208163477 -0.0070100165654307656 5.3889286300756701e-05 0.0012235352762082026 0.0043869767779396458 -0.001314479651591886 -0.1002477679336735 0.00055938824506527836 -0.10018413453866196 -0.097750665487069677 -0.020330345584270031 0.10010821958462156 0.1000311982694822 0.00015312044925903001 -0.081996744586364814 0.089473039307417151 -0.031062723446394214 0.027551142395417783 0.079684834216699765 0.0033981680497916105 -0.032959623408032233 0.095344548504656221 0.081069701459085486 -0.043900887188184953 -0.0039009462179689911 -0.00020050259483142259 -0.00030526287818974899
leaf_weight=0.534636063775486 0.53499233851550687 0.54481031064460694 0.53344101138032485 9.7035584448189542 0.60734693689292629 0.51260267229187917 0.50453480251781002 0.54630974629512152 0.54274952809125565 0.04287521773888428 0.51417383734951727 0.0051896091285071611 0.011255501433623749 0.00901667807798745 0.0079377223737537861 0.0052078223088756204 6.6150801106151711 0.023091583210771205 0.042986557353287935 0.022587841243449702 0.04186407240194967 0.043397443776484579 1.0481680374492186 0.014912319179359201 0.018993677098478656 0.010361054071609033 0.010322889211181518 0.57085879781472115 1.5446235129707018 18.112923983314882
leaf_count=42 41 36 68 430 90 183 4 75 35 244 17 59 15 38 3 6 477 27 18 32 27 24 34 11 8 15 25 882 24 1044
internal_value=2.36943e-08 0.00171848 -4.39468e-05 -7.46477e-05 -3.26036e-05 -0.000279247 -0.00327391 0.000278876 0.000151583 -0.000338812 -0.00755202 -0.0587369 -0.0102929 -0.0863614 0.0433953 9.88905e-05 0.000840461 0.00718476 0.0337071 0.0153997 0.0362532 0.0540868 -0.000126814 0.00305689 0.0312553 -0.00294191 0.0186997 -0.000211686 0.0012543 -0.000415124
internal_weight=43.2808 1.0798 42.201 41.6664 41.1329 22.9556 1.11188 18.1773 17.631 10.2992 0.595656 0.0814826 0.0295907 0.0518919 0.0183352 0.0103974 7.33176 0.716677 0.173927 0.130941 0.107849 0.0852615 21.8438 0.567193 0.0545899 0.0355963 0.0206839 21.2766 2.59279 18.6838
internal_count=4034 77 3957 3915 3847 2320 94 1527 1452 812 382 365 83 282 68 65 640 163 128 110 83 51 2226 242 59 51 40 1984 58 1926
is_linear=0
shrinkage=0.1


Tree=558
num_leaves=31
num_cat=0
split_feature=19 16 16 9 17 2 12 16 4 8 7 7 18 17 7 10 8 9 7 4 2 9 12 15 13 14 14 14 6 7
split_gain=0.000266379 0.000813203 0.00102256 0.000874082 0.00151889 0.000721212 0.00305809 0.000934792 0.000854168 0.00137572 0.000431396 0.0129257 0.0190178 0.0151284 0.0010059 0.00159581 0.00414291 0.000747128 0.000682878 0.000599211 0.00976211 0.00373109 0.00542862 0.000872072 0.000546008 0.00336485 0.00664278 0.00362192 0.00054755 0.000490497
threshold=14.451165964200003 22.534947303500005 22.594947163200004 192.31210988165003 188.19076296340003 148.06652356835002 216.55112120135001 22.614947116400003 318.0949631001501 8.3434888241000014 22.792619241600004 22.589037079550003 13.043896815850003 188.19076296340003 23.109894804950002 62.068432857650002 8.7431769115000026 193.67618212375001 22.996658327800002 197.64724210580002 137.02423825130003 181.33671263215004 145.30161263220003 35.83914456115 117.67650082785001 128.57956104760004 137.67556691715004 143.06733454090002 16.525386113000007 23.150522195450005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 4 -4 7 -7 -5 9 -8 11 17 -13 -14 15 16 -12 19 -17 23 21 22 -21 -1 25 -16 -27 -28 29 -29
right_child=1 2 3 5 -6 6 8 -9 -10 -11 14 12 13 -15 24 18 -18 -19 -20 20 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.00020691566278852372 -0.0028824188053506237 0.0049829041309271925 -0.00091239653491051475 3.8120715141414045e-05 0.006534814525495921 0.0073594826793723063 0.00083463411746588804 -0.0049891705988461821 0.0020055607699064164 -0.0064296606451389546 -0.010884227641633767 0.084775193366617416 -0.076882878340136948 0.057895112589106359 -0.10056326348065353 -0.0029729339318575656 0.0015057917499355375 0.0034938620688468947 0.0014443486387311496 0.086482957813328168 -0.00040286139784104225 0.094893805126027395 -0.080876013483802744 -0.0037385541361412353 0.0017876173468781261 0.10021903352537176 -0.10060642628133938 0.0029839612694793159 -0.0017185359630175331 -8.6166466132214751e-05
leaf_weight=1.5166587647009082 0.59732678483487855 0.5774191164947674 0.52014729681104632 1.0040133073052859 0.57840596697975144 0.55831856686991121 0.50500530273711752 0.58559571197054072 0.53272662720016217 0.53890057561602589 0.57138106683860101 0.043802504848287183 0.018217455103791025 0.015342050152438391 0.0033365599811173699 0.52723413298739896 0.51143436700476741 0.53313387866839601 1.0409237224954129 0.0042350634932490907 0.51726335002698109 0.015245958242303459 0.0035736289156034218 0.88834942004177708 1.536572829858186 0.0065945829264845148 0.0035891376901443497 0.53064008353481895 2.0565710743915124 26.922103548382946
leaf_count=313 82 63 27 9 73 40 6 56 55 55 45 20 27 38 1 32 6 62 26 95 391 9 12 32 27 1 1 19 38 2373
internal_value=2.4692e-07 0.000618755 0.001006 0.000529892 0.00300868 -0.000201222 0.000999507 -0.00181388 -0.00125269 -0.00291545 -9.92998e-05 0.000948293 0.0413767 -0.0152678 -0.000209801 -0.00207958 -0.00503219 4.91527e-05 -4.07966e-05 -0.000574375 0.00243487 0.0661032 0.00989154 -0.00125044 -5.02129e-05 -0.000145866 -0.000134516 -0.00015694 -0.000144723 -2.68233e-05
internal_weight=43.2641 5.99786 5.40053 4.82311 1.09855 3.72456 2.13495 1.58961 1.57663 1.04391 37.2662 3.55582 0.077362 0.0335595 33.7104 2.65097 1.08282 3.47846 1.56816 2.94533 0.540318 0.0230547 0.00780869 2.40501 31.0594 29.5228 29.5195 29.5129 29.5093 27.4527
internal_count=4034 466 384 321 100 221 156 65 116 61 3568 999 85 65 2569 109 51 914 58 852 507 116 107 345 2460 2433 2432 2431 2430 2392
is_linear=0
shrinkage=0.1


Tree=559
num_leaves=31
num_cat=0
split_feature=16 8 3 8 14 10 10 18 18 6 7 3 12 16 0 8 6 16 18 15 5 18 8 8 3 4 13 16 3 16
split_gain=0.000405502 0.001071 0.00045119 0.013531 0.0062104 0.00104221 0.00310258 0.000414506 0.00162384 0.00394334 0.00152986 0.0241242 0.00102073 0.00164819 0.000842236 0.000923654 0.000836912 0.00304698 0.00080739 0.000631439 0.000681691 0.00190333 0.0111208 0.00874357 0.000885848 0.000595093 0.000475082 0.00594719 0.00439637 0.00501634
threshold=22.704946905950003 8.543332867800002 93.846007959550022 8.2435668022500028 156.61564208075004 62.046925192600007 62.052302108850007 13.327513832500001 13.24088655595 16.555386813950005 23.109894804950002 92.913112988300014 140.52911877810001 22.604947139800004 86.479632682150012 8.543332867800002 16.525386113000007 22.544947280100004 13.3584252364 45.169600924000008 21.991679690250006 13.405476405600002 8.6432548896500023 8.3434888241000014 93.281431752200021 169.62532823300003 115.28646154990001 20.894951138500005 89.805255389500005 20.629951758200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 -6 -7 8 12 -10 11 26 13 -1 15 -14 18 -18 -12 20 24 -22 23 -23 -20 -15 27 28 29 -9
right_child=1 -3 3 4 5 6 -8 10 9 -11 16 -13 14 25 -16 -17 17 -19 19 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0062430085911245967 0.0037499150456720971 -0.0016658546463016622 7.2478808033771424e-05 0.0027878857979062579 -0.10017655458872513 0.030816908117277053 -0.10014128412686252 -0.012751445764634665 0.0099386027005626439 0.00030924015634925571 0.0039401785209105793 -0.076942810257281197 -0.0034673561584789821 0.0018914819537109628 0.0016336895951551142 -0.00038444579236043006 0.00093669029808772118 -0.0081742792214175887 -4.2419176355243466e-05 -0.0033856352376187581 5.9835422024761707e-05 -0.0011549244913318633 4.5981081610281227e-06 0.055456389038983291 -0.0042347899099224803 -0.0014907077870973994 0.0013203163996095334 -0.044834321859614022 -0.10034507305129647 0.088792145247705845
leaf_weight=0.57137262076926942 0.92066803879424586 0.6051591222454249 1.0201255734524215 0.010832910727685774 0.018465347179163594 0.0026860814216433937 0.0055408412860611378 0.0088120328703480411 0.59249099635786739 1.5068534010933943 0.52054908231366681 0.043455596400715168 1.5796757379976041 1.0277827499667185 1.0250263598530116 2.525556627617334 1.0292881670848135 0.57052114045336555 24.381198449185476 0.55122817769142685 2.0028298189863563 0.043617079388688196 0.5095037993742153 0.07284971208361668 0.51464981699245882 1.0534211489139123 0.50653478736057878 0.023110476729925722 0.0023890866483675657 0.01086143113207072
leaf_count=61 47 111 609 15 86 4 62 192 66 9 7 34 46 21 30 27 33 26 2300 56 9 48 13 43 8 22 5 17 22 5
internal_value=7.62983e-07 0.00160196 -5.7782e-05 -0.00209686 -0.0610706 -0.0869872 -0.0573836 -4.75908e-06 0.000558745 0.0030269 -0.00018561 -0.00520637 -0.000107016 0.00148564 -0.000930492 -0.00157074 -8.66515e-05 -0.00231245 3.78692e-05 -3.44827e-05 3.26299e-05 0.00156413 0.00637722 0.0342553 -0.000129084 0.000179554 0.000443993 -0.00938241 0.0277534 0.0433093
internal_weight=43.2571 1.52583 41.7312 1.05765 0.0375252 0.0266923 0.00822692 40.6736 9.88218 2.09934 30.7914 0.595163 7.78284 2.65258 5.13026 4.10523 30.1962 1.59981 28.5964 28.0759 27.5246 2.6288 0.625971 0.116467 24.8958 2.0812 0.551708 0.045173 0.0220626 0.0196735
internal_count=4034 158 3876 776 167 152 66 3100 282 75 2818 275 207 104 103 73 2543 59 2484 2477 2421 113 104 91 2308 43 241 236 219 197
is_linear=0
shrinkage=0.1


Tree=560
num_leaves=31
num_cat=0
split_feature=16 7 16 17 0 6 16 3 17 12 7 7 4 2 7 13 15 8 15 18 7 18 0 9 17 12 2 9 9 7
split_gain=0.000328807 0.00120145 0.000419175 0.00101333 0.000537038 0.000932767 0.000484484 0.000277207 0.00589011 0.000950947 0.00683055 0.0160453 0.0186464 0.0114914 0.00948105 0.00385767 0.00536894 0.00369247 0.00340571 0.0453754 0.000779604 0.000569339 0.00157305 0.000660472 0.00335431 0.00617379 0.00688126 0.00109711 0.00118381 0.00104852
threshold=22.704946905950003 21.844899366700002 22.664946999500003 193.96328872865004 85.995710218650018 16.555386813950005 22.654947022900004 93.281431752200021 162.57770630285003 132.72446965985003 23.032902590750002 22.720542346200002 169.88079978325004 74.580378076100018 22.314221067900004 117.50981642375002 35.098844929350008 8.2435668022500028 41.29990759910001 13.077716774800001 22.977992916200005 13.276755824150003 86.692020874450009 196.26893085885004 173.77968723070003 69.826413229550027 59.023942917950002 197.55459634620004 197.90890142995002 23.899651152000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 5 -4 7 8 -1 10 11 12 13 14 -9 16 -15 -14 19 -11 -20 22 -10 -23 -25 -26 -27 -28 -29 -30
right_child=1 -3 3 -5 -6 -7 -8 9 21 18 -12 -13 17 15 -16 -17 -18 -19 20 -21 -22 23 -24 24 25 26 27 28 29 -31
leaf_value=-0.10020985420583234 -0.00096177236267523984 0.0047191385331776716 -0.0048570675032266371 -0.0051868310156072874 0.001330105375071969 0.001137947696010287 0.0017532860781132996 0.054903430492619837 0.0062348301449686285 0.00039383907996859381 -0.0002275023584774363 0.080676551426898738 0.039604161463464869 0.088971745459005644 -0.083642312768437865 0.099814778690126629 -0.10024525101093096 -0.10057365779593919 -0.0038949481913057569 -0.097946110282714771 0.00015863143927603022 -0.00094120127925989897 0.00023188873310510372 0.077070150934814036 0.062362650820566315 -0.08150845502565246 0.0044876227727529338 -0.0045589496051758448 0.0016302171158776248 -0.00014489643110030979
leaf_weight=0.0058550394399173858 0.87955037565006822 0.64549018090662003 0.52441380346211708 0.52922218599996984 1.0332976169593164 0.51382603648767144 1.5652626976375987 0.0086689803473472202 0.55545699642972879 0.50841708033955735 1.5006711707937936 0.035569869447499514 0.0021097157932987711 0.0035281639604539455 0.011480812390800565 0.018884261375660572 0.002608095936011523 0.017193388762745343 0.54633474402195847 0.051690640213817196 3.6062693612701446 6.2244598198255501 2.0388323751983073 0.0056785776762947595 0.015967418788934817 0.01031254827830963 0.5804935705714368 0.53594296343544812 4.1291736070779761 17.14002477224572
leaf_count=182 49 109 38 39 17 10 48 32 24 263 8 32 216 65 17 15 3 15 67 70 108 1208 68 28 4 30 34 18 86 1131
internal_value=5.07471e-07 0.00144274 -5.22099e-05 -0.00128155 -0.000283853 -0.00189013 2.95165e-05 -4.23276e-05 7.98036e-05 -0.000646698 0.00145914 0.0267591 -0.00298708 0.0321685 -0.0240362 0.0774319 0.0085488 -0.085253 -0.00136196 -0.00868166 -0.000374675 9.86022e-05 0.00151716 -2.98858e-05 0.00022315 0.000203679 0.000159362 0.000196984 8.27596e-05 0.000199722
internal_weight=43.2467 1.52504 41.7216 2.60076 2.07154 1.03824 39.1209 37.5556 31.2422 6.31343 1.60071 0.100043 0.0644734 0.0451703 0.0201498 0.0250205 0.00613626 0.0193031 4.71271 0.560108 4.1526 31.2363 2.59429 28.6421 22.4176 22.4119 22.3959 22.3856 21.8051 21.2692
internal_count=4034 158 3876 104 65 48 3772 3724 2813 911 403 395 363 132 49 83 68 231 508 333 175 2631 92 2539 1331 1303 1299 1269 1235 1217
is_linear=0
shrinkage=0.1


Tree=561
num_leaves=31
num_cat=0
split_feature=19 2 16 10 5 5 5 9 2 5 13 8 8 16 18 18 2 19 0 6 17 5 9 17 17 17 19 3 0 10
split_gain=0.000305409 0.000442092 0.000321168 0.000276809 0.00171016 0.0323229 0.00120679 0.000946074 0.00119036 0.000867731 0.000618813 0.000392889 0.0013166 0.00521327 0.0016668 0.00153879 0.00127348 0.0107859 0.00811661 0.00837251 0.00478611 0.0025051 0.00156088 0.0014188 0.00120726 0.00106152 0.000998035 0.00145369 0.0117828 0.00958499
threshold=14.651182102100002 173.34516805710004 22.764946765650006 61.987779113750001 23.928204628200003 25.568932055400001 22.649179082500002 198.96357396150003 86.324034997400005 23.545618314050007 117.60122400020002 8.4434108459500017 8.543332867800002 22.554947256700004 13.777522434500002 14.395252042950002 204.67136036115002 14.451165964200003 87.170566421650008 15.365359009150003 205.32027903760002 23.928204628200003 217.30761232770001 241.79519611995002 186.09458496570002 201.53484968420003 14.151141757350002 92.703413254150021 91.066142252700018 64.665483411650015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 7 8 -1 -8 11 16 13 14 -13 -16 -5 18 -18 20 -20 -19 -22 -24 -14 -17 -26 28 29 -28
right_child=1 -3 -4 10 5 -7 9 -9 -10 -11 -12 12 24 -15 15 25 17 21 19 -21 22 -23 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00026172447896457993 -0.00038014549086743646 0.003672980672722283 0.0022662810519218039 6.8425145050999433e-05 -0.10056814693035916 0.00022308592592971987 0.0036185404026909057 0.0010081477611877953 -0.0050382508967826076 -0.0001706962192002782 0.0024301913947007091 0.0047225484104036607 0.0046158748352465263 -0.010752284211553961 -0.0060960966357367806 -0.0027162544555020675 -0.0011326271747331882 0.033893159730925743 -0.081135159437370055 0.1000757231059039 0.054747218062181191 0.098341473124466283 -0.10002999984353825 0.054728904042429506 -0.0042810183368716245 0.0036593881594267959 0.061463046326660289 -0.00036376311370532762 -0.0016146661371996412 0.0010737773143109604
leaf_weight=1.0212325143220065 0.53376258580874381 0.54275975338714488 0.59409500597609977 23.337821070367031 0.033924076017242344 0.51235579345826443 1.0727917088199777 1.0245279898390434 1.0667225529571851 1.3839894237942854 1.0441167156867965 0.53029530646745193 0.5522527357078405 0.59126555282403703 0.53872105252230529 0.52029761650329198 0.51635717824820726 0.010817192461672676 0.0050905506618253013 0.016605125867499737 0.0089721738958402492 0.013631480689284992 0.0014207763786693315 0.0010160208230445278 0.56223717712448706 0.52429795334910523 0.059854710038052761 6.0550422161513673 0.50679561272409046 0.046859163567205542
leaf_count=27 41 36 95 1871 76 413 35 22 34 20 19 27 79 55 43 32 56 38 429 30 156 11 64 29 66 26 55 97 17 35
internal_value=1.19527e-07 0.00166335 -4.23565e-05 -7.53587e-05 -0.000696668 -0.00603607 -0.000172935 -0.00148075 -0.00270202 0.00148393 3.18433e-05 -4.09526e-05 -0.000551245 -0.00245181 -0.000129826 -0.00175502 0.000182867 0.00483658 0.0019448 0.0499457 -0.000505205 0.0698266 0.0354709 -0.0355034 0.000109269 0.000483775 -0.000234924 0.000106209 0.00474461 0.0349455
internal_weight=43.2299 1.07652 42.1534 41.5593 6.11554 0.54628 5.56926 3.11248 2.08796 2.45678 35.4438 34.3997 10.4879 2.70488 2.11361 1.58332 23.9117 0.57391 0.549462 0.0331046 0.0164995 0.0244487 0.011409 0.0024368 7.78304 1.0446 7.23079 6.66855 0.613509 0.106714
internal_count=4034 77 3957 3862 627 489 138 83 61 55 3235 3216 532 183 128 101 2684 813 764 708 678 49 249 93 349 58 270 204 107 90
is_linear=0
shrinkage=0.1


Tree=562
num_leaves=31
num_cat=0
split_feature=12 17 6 8 8 3 13 10 0 17 17 3 13 16 15 15 5 6 9 18 18 16 9 9 5 9 7 9 10 13
split_gain=0.000274455 0.00128137 0.000733229 0.000289331 0.000371436 0.000414517 0.000406387 0.000649893 0.00116804 0.00241283 0.00121439 0.00117879 0.000838557 0.00190423 0.00440109 0.0007077 0.00139255 0.000696028 0.000437052 0.000397884 0.00143979 0.000915882 0.000979947 0.00197819 0.000958645 0.000986465 0.00170905 0.00233945 0.00367937 0.00155868
threshold=82.696898122450008 183.19621122360005 14.315334475500002 8.8430989333000021 8.7431769115000026 93.765354215650021 117.74908919740001 61.987779113750001 86.479632682150012 190.25644477395002 188.19076296340003 93.794927255050013 117.55283175385001 22.604947139800004 45.560261772200008 42.246988155050012 24.218679034200004 16.485385178400005 198.49982034990003 13.303774303900001 13.192618516750001 22.624947093000003 196.26893085885004 194.45262321395003 22.127107789600004 202.37225149245003 25.056419190500005 205.22231928645002 67.074341896550024 104.29066779635001
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 -2 15 18 -15 19 -17 -10 -14 20 -9 22 23 -21 25 29 27 -27 -29 -24
right_child=3 -3 -4 -5 5 -7 -8 12 17 -11 -12 -13 13 14 -16 16 -18 -19 -20 21 -22 -23 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0034149903620154382 -0.0061384436393811803 -0.0052599799846510149 -0.0018790361132830905 -0.0022075408368733042 0.002781050184150171 -5.2679388044759711e-05 0.0020940740981544499 8.6539133669820932e-05 0.0025786411978438095 -0.0082320634601449651 0.0032712223987562579 -0.0006969270321878036 0.0014879547355025129 0.010504097756345599 -0.0019798297337195576 -0.0059413870433355914 0.001190492425864864 -0.0010871050986009858 -0.00074336129710325324 -0.0004826540204687608 0.0057275228761715551 -0.0024535231925318407 0.0060473040005278615 -0.0068949293611151735 0.0045657540332991976 -0.0082129234817321563 0.00037782832537611638 0.0015137553376712454 -0.0078845998303560469 0.00067715193924035777
leaf_weight=0.51907521058720607 0.53432479902402641 0.53755706472514919 0.52746364251304456 0.56032874564741675 1.0494283413718215 1.0159503572364768 0.91465140566724201 2.5547861742282509 1.0538584176371375 0.56003440966642104 0.53062051560519785 1.5615728052400364 1.5502183837941181 0.63076439376891336 0.51131187298089253 0.57896993327172475 0.51938566214075588 1.0186070357449351 2.0238731778229351 3.606539509176339 0.54985068972759155 1.5685714002247539 0.58449839752416366 0.55516797898389558 0.52700472645665186 0.5780497868922797 7.2112952912858415 1.5377431325105138 0.57131326999478904 7.1779415337571209
leaf_count=16 17 62 53 166 35 25 120 170 31 54 20 385 32 67 47 76 54 10 27 1210 56 40 94 64 16 111 704 33 68 171
internal_value=3.19314e-07 -0.0012916 0.00074676 4.94715e-05 8.02597e-05 0.00138715 1.10682e-05 -3.89425e-05 -0.00107102 -0.00227289 -0.00100226 -0.00208418 0.000126348 0.00136032 0.004915 -8.05998e-05 -0.00256889 0.000776944 0.000224445 2.05384e-05 0.00108559 -0.000117709 4.62273e-05 -0.00133805 0.000362974 0.000237562 -0.000424276 -0.00257686 -0.00103212 0.00108152
internal_weight=43.2208 1.5841 1.04654 41.6367 41.0763 2.06538 39.011 38.0963 5.25902 3.18655 2.62652 2.0959 32.8373 4.71617 1.14208 28.1211 1.09836 2.07247 3.57409 27.0228 3.10464 23.9181 22.3496 4.16171 18.1878 17.6608 9.8984 2.68711 2.10906 7.76244
internal_count=4034 131 69 3903 3737 60 3677 3557 517 476 422 402 3040 173 114 2867 130 41 59 2737 226 2511 2471 1274 1197 1181 916 212 101 265
is_linear=0
shrinkage=0.1


Tree=563
num_leaves=31
num_cat=0
split_feature=9 15 16 2 5 9 2 2 7 12 19 17 16 13 15 3 8 10 15 17 15 16 9 5 16 16 13 13 15 13
split_gain=0.000236921 0.00046826 0.000274179 0.000263457 0.00100576 0.000584928 0.000366242 0.00168912 0.000839828 0.000586824 0.000684678 0.000642451 0.000930414 0.00192839 0.000458453 0.00985657 0.00509206 0.0098679 0.00549597 0.00191959 0.000741976 0.013399 0.0296375 0.0159333 0.00171129 0.00348423 0.00170633 0.00150305 0.000638138 0.0134775
threshold=219.96883426190004 35.098844929350008 22.764946765650006 60.327272492300004 16.569990495050003 190.73543849905005 83.586740321150003 88.501682544250016 25.335171910400003 93.660658182900008 12.551012654050002 199.59317753375004 22.654947022900004 109.96062599345002 20.520114807950005 81.715684874950014 7.943800736700001 78.527173532250018 18.885173188250004 195.00249838555001 23.908355817750003 14.344966455200002 202.16842692300003 16.078966488550005 15.524963695900002 16.209962094050002 107.70500962200002 100.63167628080002 31.385732506450001 107.94965931190002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -6 8 -8 9 10 -5 12 13 -11 15 16 17 -9 -18 -17 21 -16 23 24 -23 -26 -25 -27 29 -22
right_child=1 -3 -4 6 5 -7 7 14 -10 11 -12 -13 -14 -15 20 19 18 -19 -20 -21 28 22 -24 26 25 27 -28 -29 -30 -31
leaf_value=0.0023027349535305846 -0.0035707899986317073 0.000654009209141505 0.0021606635574764033 2.8597500446277122e-05 -0.00059417950765551833 -0.0053081515809020249 -0.0056835231615127643 0.087364824133800034 0.004466225850305326 0.0012344295622912522 -0.0038695305791339087 -0.00071761776683099978 -0.00016854343235306928 0.0080143783297513121 0.00037258999683697353 -0.0074526690539252795 0.0070268710292927684 0.00043200403098057004 -0.094283462904954193 0.099541185817958344 -0.00057965492401071178 0.098560776586259724 -0.097229466606180315 -0.10060828299861989 0.096822829194149529 0.048584524959896194 0.028340831286696785 -0.10005968213220535 -7.5220874289662289e-05 0.033717117978179438
leaf_weight=0.52833328019555281 0.53102172572093198 0.51851359601285907 0.59956941492049409 2.0094603471833801 0.50675772297245181 0.54773771309237418 0.53231790192701822 0.013397288029529997 0.53871931649948113 1.5459370244207669 0.58081945763075271 1.5347041215705699 1.5176949276064986 0.57574376778818237 1.0047964649575007 0.0019415005714167747 0.010042163361958956 0.51470083491410812 0.011471700905417492 0.012300820385621483 1.5692421735139834 0.014247221573136307 0.04298637960346241 0.007396693971344348 0.0042071935625926917 0.0010770292616797406 0.0011914888708624005 0.0018465879864264373 27.815782224033619 0.12360380772451041
leaf_count=50 211 57 96 26 22 36 143 46 102 28 96 37 22 84 66 225 27 668 26 25 236 23 73 70 12 20 94 43 1034 336
internal_value=5.41186e-07 -0.00148357 3.74797e-05 6.85557e-06 -0.00125849 -0.00304276 5.69441e-05 -9.79882e-05 0.000648128 0.000383215 -0.000845481 0.000998332 0.00172194 0.00307425 -2.53849e-06 0.00282298 0.000694632 0.0026374 -0.0469942 0.0849559 -5.46263e-05 -0.00263182 -0.0440124 0.0323273 0.0785445 0.0385525 -0.0827184 -0.0453007 3.95009e-05 0.00192454
internal_weight=43.2176 1.04954 42.168 41.5685 1.58283 1.0545 39.9856 31.6825 8.30308 7.76436 2.59028 5.17408 3.63938 2.12168 31.1502 0.563854 0.549612 0.528098 0.0215139 0.0142423 30.5864 1.07775 0.0729526 0.0299662 0.021378 0.00713081 0.00858818 0.00292362 29.5086 1.69285
internal_count=4034 268 3766 3670 108 58 3562 3167 395 293 122 171 134 112 3024 1017 767 714 53 250 2007 401 335 262 98 75 164 63 1606 572
is_linear=0
shrinkage=0.1


Tree=564
num_leaves=31
num_cat=0
split_feature=12 12 7 2 2 9 18 5 9 5 7 9 9 16 17 10 0 17 6 9 17 9 13 16 10 2 16 4 9 0
split_gain=0.000245016 0.000681144 0.000874594 0.00027573 0.00119864 0.000572023 0.000431071 0.000486521 0.00139057 0.000983957 0.000477115 0.000320555 0.00152926 0.00149474 0.00103966 0.00243773 0.0317309 0.00555758 0.0123345 0.000936179 0.00334644 0.000880239 0.0013058 0.000848949 0.0194685 0.00828534 0.0030481 0.00372708 0.000751 0.000821853
threshold=69.826413229550027 82.696898122450008 23.150522195450005 83.586740321150003 88.501682544250016 206.36238950785003 12.920478434700001 17.679107616400003 189.78071820640002 16.903404623850005 22.407814303000006 202.37225149245003 201.32298960505003 22.604947139800004 191.08747234645003 61.907125369850007 100.52682641375002 187.28691448030003 14.745344522600002 204.89606367675003 197.78839148195001 206.22988073345002 117.56896250265002 18.684956306450005 76.830756451950009 192.44078413960003 15.709963263300002 287.29288006360008 201.09804420775001 97.225399829550014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 -3 9 10 -8 -9 12 28 -14 15 -13 17 18 -17 20 -16 22 -21 24 25 -23 -27 -28 29 -6
right_child=1 3 -4 4 11 -7 7 8 -10 -11 -12 14 13 -15 19 16 -18 -19 -20 21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0021225020039707045 0.00036794675491243515 0.0030723678723519952 -0.005405410354672153 -0.0047836132855696295 1.0533672631690708e-05 0.0035778099481940553 -0.00046054825296362658 -0.0014115286197097713 -0.0054493115461307137 0.0022783475264998051 0.002888105634759251 -0.00032905814732040318 0.0074273364309908321 -4.2070796122877375e-05 0.0011056500387872819 -0.10049109254204565 0.0003497823006138798 -0.098300526886803324 0.034657164958288439 0.0065295688305896564 -0.0084966273416679661 -0.091853949408693125 -0.00049263338730619083 0.00035290966758598133 0.0014095858677368497 0.099948932625389342 0.10002357456576694 -0.10004186669359293 -0.0037113909254694651 0.0038854160126813135
leaf_weight=0.5373137763476511 0.52054815919421915 0.53178567745969108 0.52908669304852651 0.53567987776363324 18.628683650908783 0.58121399383355754 3.5222569220328808 0.51332194593308755 0.55702348121241119 2.0899641094292747 0.51904373052821029 1.5042836713968211 0.56665224019900395 0.50817749295993053 1.0514305167308737 0.014876528701279201 0.51679994434728016 0.038070643736187293 0.012366956171900867 0.54541390543795187 0.55426505095522305 0.033093462553210773 0.51470359165273294 6.6518549421442685 0.53363745749670777 0.0031573479752751146 0.0014251571847125888 0.0026863555890823676 0.52437167176571975 0.56393520760089089
leaf_count=46 34 41 51 144 1387 130 74 27 67 31 34 37 57 7 44 27 73 84 30 37 61 76 17 244 240 7 2 89 21 815
internal_value=3.99668e-07 -2.63226e-05 -0.00254221 3.71266e-05 -9.14767e-05 0.000552269 0.00032488 0.000121998 -0.0014225 0.000559403 0.000750204 -1.47757e-05 0.000222614 0.00389581 -0.000426842 -0.0024554 -0.00795025 -0.0736245 -0.0391417 1.03212e-06 -0.00220893 0.000429289 0.00312018 3.45041e-05 -0.00365537 -0.0706201 0.0260529 -0.030694 2.23768e-05 0.000124389
internal_weight=43.2071 42.6698 1.04963 41.6202 33.3056 8.31461 7.7334 7.20161 1.58939 5.61222 1.03237 32.7699 20.7918 1.07483 11.9781 2.0864 0.582114 0.0653141 0.0272435 9.89167 1.6057 8.28597 1.06012 7.22585 0.574 0.0403623 0.00726886 0.00411151 19.717 19.1926
internal_count=4034 3988 85 3903 3499 404 274 233 128 105 61 3355 2287 64 1068 251 214 141 57 817 105 712 54 658 414 174 98 91 2223 2202
is_linear=0
shrinkage=0.1


Tree=565
num_leaves=31
num_cat=0
split_feature=6 5 7 5 5 18 17 2 6 15 10 0 16 9 18 16 0 10 0 10 18 18 9 0 5 2 4 6 8 5
split_gain=0.000253359 0.00124627 0.00330975 0.000955385 0.00118667 0.00188488 0.000957187 0.00155472 0.000732592 0.000967672 0.000397681 0.00585106 0.0285253 0.0157991 0.0118489 0.0084176 0.0028226 0.00258345 0.0234697 0.0184895 0.0135132 0.0111621 0.0105929 0.00720006 0.00055763 0.00414612 0.00569585 0.00100585 0.00316586 0.000686039
threshold=13.65531905435 16.569990495050003 25.454404031550002 16.903404623850005 17.621651749750004 14.738651916450001 182.63036160245002 56.478612905150008 12.625294988000002 35.965617804200001 66.590419433100024 93.899777122150013 19.974953289850003 203.36975145060003 14.395252042950002 18.964955651700002 91.568883923100017 62.837331883000012 90.407470010750018 64.407391431150018 13.222029912150001 13.777522434500002 213.27127849780001 90.767723400200012 19.749058312400006 65.896304893200011 127.35214607660002 16.345381907250005 8.3434888241000014 21.024411566050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 6 5 -5 -3 -8 -1 -10 17 12 13 14 -12 -15 -14 24 19 22 -21 -22 -19 -20 -6 26 -26 28 -27 -29
right_child=1 3 -4 4 10 -7 7 -9 9 -11 11 -13 16 15 -16 -17 -18 18 23 20 21 -23 -24 -25 25 27 -28 29 -30 -31
leaf_value=-9.6441537062455238e-05 0.0086852325356695011 -0.00027964770256035354 -0.00066097306581389256 0.00024038453919351862 0.0018210509093047273 0.0073857654964399819 -0.00019305833015316934 -0.0079238498525650534 -0.0058898696224067284 0.00015341610315623973 4.7603745691864327e-05 -0.00018703986399345242 -0.050462432071649702 0.013133277417482709 0.078432678252276414 -0.096970347471364265 -0.10031304937378405 0.089917479185275789 0.10007850268563889 0.0010184035735132321 -0.0026222747632282817 -0.085196826865311034 -0.010443198873275186 0.029751602681174355 0.0079956077876907165 0.00020165898497031236 -0.10020632961011311 -0.0011862832033356537 -0.0084028853647312579 0.00032198474574623081
leaf_weight=5.0942825623797567 0.60251167012756823 1.5081355222500854 1.0209326473004692 1.0468078504854919 1.5248484211042583 0.57030535965895968 0.49935453385114648 0.54302612655010307 0.55110434081284398 0.51030748277844395 0.04762638229236249 4.1152672055233506 0.017605114095204044 0.011365373117438793 0.03240658848803224 0.017847329637106668 0.032009638398449169 0.034402462400610956 0.030776961459196173 0.52124313814093703 0.030423311833303011 0.035439515867290584 0.015147554237046279 0.027624074444270619 0.0096972270036869146 1.5383122331461534 0.0097632319112221921 3.5840667024976964 0.59221244945729634 19.017712328225418
leaf_count=1531 45 7 32 38 15 32 2 51 154 15 35 334 26 36 18 20 30 72 30 123 29 31 16 16 23 84 23 114 75 977
internal_value=-3.23989e-07 9.84141e-05 0.0028077 -2.57867e-05 0.000118913 0.00276034 -0.00189021 -0.0042204 -0.0005944 -0.00298437 -1.77933e-05 -0.000913986 -0.0197455 0.00881138 0.0317869 -0.0541339 -0.0826242 0.000124224 0.00614178 0.000576319 -0.00437447 -0.047054 0.059237 0.0668134 -3.49497e-05 -0.00014929 -0.0462889 -0.000112985 -0.00219011 8.28119e-05
internal_weight=43.1926 37.0369 1.62344 35.4134 32.8629 1.61711 2.55052 1.04238 6.15569 1.06141 31.2458 4.27413 0.15886 0.109246 0.080033 0.0292127 0.0496148 26.9717 0.695057 0.636656 0.587106 0.0658628 0.04955 0.058401 26.2766 24.7518 0.0194605 24.7323 2.13052 22.6018
internal_count=4034 2334 77 2257 2197 70 60 53 1700 169 2127 499 165 109 53 56 56 1628 317 271 183 60 88 46 1311 1296 46 1250 159 1091
is_linear=0
shrinkage=0.1


Tree=566
num_leaves=31
num_cat=0
split_feature=2 7 15 12 2 19 12 7 9 7 15 19 16 6 7 19 9 16 9 9 7 5 6 13 2 9 17 14 16 4
split_gain=0.000243439 0.00155193 0.000798112 0.000332927 0.00110082 0.0017576 0.00103924 0.00046415 0.0017666 0.00241327 0.00188423 0.0243711 0.000971664 0.000686436 0.000666468 0.000635097 0.000504541 0.0153826 0.00520066 0.00051279 0.000860717 0.00396364 0.0219515 0.00961471 0.00131398 0.000729042 0.0013508 0.00203391 0.000589255 0.000912841
threshold=60.327272492300004 23.699538637550003 30.243446395250004 149.09269374785001 135.72285180265001 14.551174033150001 144.57070813310003 23.109894804950002 193.67618212375001 22.835261448650005 40.974857724300008 14.351157895250003 22.674946976100003 16.525386113000007 23.150522195450005 14.651182102100002 192.39832633775004 22.634947069650003 183.49441567960005 200.95377551580003 25.350214218950004 21.876867948900003 16.235379337050002 116.19247193985002 173.34516805710004 196.26893085885004 199.20888372035003 292.97387972750005 22.614947116400003 278.75859950360007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 -5 -2 8 10 -10 11 -6 14 -12 -9 16 17 18 -16 25 21 22 23 24 -21 -18 27 -27 29 -23
right_child=3 -3 -4 4 7 -7 -8 12 9 -11 13 -13 -14 -15 15 -17 19 -19 -20 20 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0036781698322487359 0.00023382905763373558 -0.0056577894305833527 -0.0017983473374981853 -0.0069609298091649801 0.00061470019985905219 0.0010589492997627801 0.0046375311234981295 0.0034612602622969739 0.000452476434950656 -0.0089825301844582428 -0.00414502373768115 0.096222223087082739 0.0042904777236177733 3.2487518277431777e-05 0.047899683214764122 0.0033353076603891054 -0.00041318894471191741 0.00041991767349260046 -0.10055492653747733 -0.10032881003337334 0.00045237732079923918 -0.0010310684700759328 -0.0011955477665320765 -0.022791056711854371 -0.065012457714113639 0.0049874395744898478 -0.0015465427245961213 -0.00073909881530017719 -0.001938410841389202 0.0027965460428841737
leaf_weight=0.54036990260147522 17.565592753410005 0.52607277576115041 0.52429712723824196 0.59692824675812761 0.51124843420774801 0.50397986602638412 0.5527563189260708 0.54778096775133533 0.52036635604971326 0.56592409674955302 0.52866120139954498 0.028128810693033302 0.55061025125382812 1.5366189348099366 0.0026704064573898059 0.52789015334542355 4.0508686634739588 0.50251387886237353 0.020286529271313247 0.027961717359174076 4.1024273548881531 1.5182390346926697 0.54726115638004558 0.048492780479136854 0.016903940377460458 1.5854105969407617 1.0195402607854473 1.0187702549155802 1.5293705678122931 1.0567567081922247
leaf_count=41 1460 47 40 79 372 4 91 21 41 52 55 14 81 30 590 24 75 4 52 29 510 18 48 17 31 36 38 28 48 58
internal_value=-2.7439e-07 -0.00121434 0.000981249 4.61682e-05 -0.000202463 -0.00328954 0.000368178 -5.05004e-05 -0.00107519 -0.00446287 0.00033766 0.00560068 0.000152035 -0.00103685 2.63023e-05 -8.07569e-05 -0.000186538 -0.00323707 -0.0832863 -8.95184e-05 -0.000608387 -0.0015255 -0.00884115 -0.0536591 -0.0870227 0.000508644 0.00153914 0.00274719 -0.000383662 0.000539753
internal_weight=43.1747 1.59074 1.06467 41.584 23.4656 1.10091 18.1183 22.3647 3.69095 1.08629 2.60466 0.539377 18.6738 2.06528 18.1231 17.5754 17.0475 0.525471 0.0229569 16.522 8.84741 4.74499 0.64062 0.0933584 0.0448657 7.67459 3.62372 2.60418 4.10437 2.575
internal_count=4034 128 81 3906 2355 83 1551 2272 564 93 471 386 1708 85 1627 1606 1582 646 642 936 759 249 125 77 60 177 102 64 124 76
is_linear=0
shrinkage=0.1


Tree=567
num_leaves=31
num_cat=0
split_feature=17 2 2 7 5 15 4 5 0 16 14 6 16 9 0 7 9 9 12 6 12 17 16 17 8 15 7 9 13 6
split_gain=0.000236645 0.00193071 0.00993702 0.000436276 0.0123614 0.0161848 0.000422238 0.0011628 0.0272249 0.0137126 0.00107325 0.00199141 0.00160271 0.00100487 0.000838726 0.00109042 0.000806988 0.00190657 0.000566312 0.0024449 0.00102284 0.00130169 0.00474301 0.000774323 0.000564326 0.000803507 0.000537871 0.000865337 0.00268327 0.000715202
threshold=203.48482458890001 67.858768990950011 79.265746973750012 24.268610899850003 21.991679690250006 33.593648142250011 244.52697497700004 21.723721974650005 85.995710218650018 22.574947209950004 256.58292080065002 16.355382140900002 22.674946976100003 199.17419511990002 85.764502819450016 22.407814303000006 195.10791980860003 197.90890142995002 106.61257222060001 14.205331905300001 118.69549532925002 194.19264200700002 15.484963789400002 201.53484968420003 7.943800736700001 36.548474543700003 23.203497038450006 193.67618212375001 117.63886241405002 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=6 -2 -3 4 5 -4 7 13 14 -10 11 -8 26 16 15 -9 -1 -18 19 -15 24 22 -22 -23 -20 -26 27 29 -29 -12
right_child=1 2 3 -5 -6 -7 10 8 9 -11 12 -13 -14 18 -16 -17 17 -19 20 -21 21 23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00015928302683596078 0.034933310948248503 -0.10024729870485066 0.016878179125197779 -0.00045289422613119549 0.050995515064554624 -0.10106228657542311 -0.0075355293652227401 -0.00029645916606158804 0.012248442929179999 0.08170230864137086 0.0029305258169114415 -0.00073414608445189922 0.0053086195323979153 0.0077532873652986153 -0.0032601754032953083 0.0049639001968438366 -0.007185369764607279 -0.00054140507638220721 -0.00018287715713888853 0.00062116385771315646 -0.0028459502511387386 -0.00084926877552195647 0.010304933841906958 0.00199142212943985 -0.0059182113725241292 -0.00033595285799481651 0.00010617388246466577 -0.0086280303378890241 0.0014427261276444845 -0.0022744548709104826
leaf_weight=6.2532245105226654 0.015182477349300671 0.010023256356362142 0.024969846753477964 4.6126371666923829 0.023364394724504967 0.0217883321311092 0.54721507605592767 1.4463731292708777 0.052287262565275827 0.062293251336086541 0.54020429005402826 2.0182171513510836 0.55500875184770926 0.57006138356112357 0.55494738819834299 0.54162211176038599 0.60098757054936447 1.5352869597413699 1.4983532383267575 3.064264072678629 0.52051557487232691 2.5743621009787603 0.57965856735813759 1.5297687992751887 0.53370316036307464 0.49887749552726746 10.801984741092042 0.53615919970967063 0.52230117478315918 0.51630330016805526
leaf_count=542 11 15 39 716 22 19 94 523 38 18 234 43 84 119 27 48 67 28 18 89 58 67 92 20 45 2 817 43 10 86
internal_value=-4.20294e-07 -0.000669614 -0.0007848 -0.000571904 -0.00840034 -0.0380796 8.15099e-05 0.000361789 0.00232565 0.050008 -0.000310255 -0.0021849 4.67291e-05 9.76558e-05 0.000177173 0.00113671 -0.00073253 -0.00241052 0.000710243 0.00173987 0.000226482 0.00102839 0.00408297 0.000209567 -0.00142247 -0.00322122 -0.000179361 -0.0016377 -0.00365858 0.000386911
internal_weight=43.1619 4.70797 4.69278 4.68276 0.0701226 0.0467582 38.454 22.4166 2.65752 0.114581 16.0374 2.56543 13.472 19.7591 2.54294 1.988 8.3895 2.13627 11.3696 3.63433 7.73524 5.20431 1.10017 4.10413 2.53093 1.03258 12.917 2.11497 1.05846 1.05651
internal_count=4034 822 811 796 80 58 3212 1801 654 56 1411 137 1274 1147 598 571 637 95 510 208 302 237 150 87 65 47 1190 373 53 320
is_linear=0
shrinkage=0.1


Tree=568
num_leaves=31
num_cat=0
split_feature=18 10 10 0 8 15 15 7 15 10 6 10 0 5 8 6 18 7 2 6 13 6 9 13 6 5 9 2 5 5
split_gain=0.000237802 0.0028209 0.0106827 0.00217095 0.00185373 0.00334745 0.00375553 0.00177665 0.000749667 0.000431008 0.00197126 0.00179931 0.000437462 0.00251761 0.00133589 0.000298798 0.000388621 0.000442937 0.0002361 0.000262202 0.000646519 0.0012941 0.00203411 0.000883375 0.000612831 0.00231178 0.0147115 0.0152083 0.011217 0.0137208
threshold=16.587089536200001 78.895492296100016 76.830756451950009 98.911063077300014 7.5441126493500006 13.019805569300003 24.941885346000003 27.410003572300003 12.1302139749 75.634392583900009 12.350288562550002 75.408562100950022 96.959242474650011 16.569990495050003 8.3434888241000014 11.125259939900001 16.049140492450004 25.016749795550002 53.810443956900009 16.465384711100004 117.56896250265002 16.515385879350003 207.46043187945003 117.57433941890001 16.285380505300001 20.769304081650002 198.16621393750003 189.95856246190002 22.53967987815 21.876867948900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -3 8 -7 -5 -6 11 15 12 13 -1 -14 -11 17 -17 -15 24 21 22 -21 -22 25 -20 -27 -28 29 -29
right_child=1 4 3 7 5 6 -8 -9 -10 10 -12 -13 14 18 -16 16 -18 -19 19 20 23 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.0068474095375441954 -0.06770553772396827 0.0012890372810616297 0.094423613242897039 -0.0051111647053472577 -0.020161625791993126 -0.097098964333250493 0.073508551206975942 0.08338262354993306 0.079554657957476085 -0.0023570456600246811 -0.0064740812611888028 0.0056933074375802098 -0.0055734583722002219 -0.0021065382772899131 -0.00016723172320323197 0.0003081405952593308 0.0018445296170827249 -0.0031033103407117424 0.00014317649142806245 -0.0083456119366664919 0.0042154079765259625 -0.00041342222164016069 0.00039405974352998144 5.8675847775256751e-06 0.00090845110443260558 0.00065979753988941491 -0.077170889443824678 -0.02348965007554811 -0.06369423908832661 0.098065103656868061
leaf_weight=0.54353995284788581 0.0079341666319232562 0.50669149397131774 0.012742509270537994 0.005551851825185139 0.0011190337552591254 0.0077249998284880661 0.0015489657650959998 0.0038363717342235759 0.0023108647533973681 0.51304789864426759 0.56707159583791611 0.56215617149307107 0.55855600806440664 0.52990225356871334 2.5155732112443729 1.5110791350919375 1.018664488593515 0.50872958064798179 10.357786886921485 0.56672552733166692 0.53308152843965118 5.1174498482128783 0.50238001890829764 7.6873076876274462 8.3321607856513769 0.56790816757331164 0.054023923395561724 0.021674629155512548 0.020181245205460385 0.016246821065521999
leaf_count=60 24 558 6 24 80 102 11 25 32 319 133 28 140 47 28 31 31 98 558 66 10 488 5 361 379 243 19 57 40 31
internal_value=-1.18145e-07 0.00206696 0.0318483 0.0675397 0.000343083 -0.0373862 -0.0686036 0.0310506 0.0470214 -2.67763e-05 -0.000999057 7.72709e-05 -5.97582e-06 9.48955e-05 -0.00114952 -0.00012486 0.000252046 -0.000551102 -1.20879e-05 2.07704e-05 -0.000302292 -0.00107449 -0.00423878 0.000278851 0.000261057 -0.000227644 -0.0058757 -0.0389772 -0.00346477 0.0285885
internal_weight=43.1547 0.54946 0.0300649 0.0221307 0.519395 0.0127039 0.00927397 0.00938822 0.0034299 42.6052 4.11859 38.4867 37.9245 34.8504 3.07413 3.55152 3.03847 2.01981 34.3068 33.7769 14.4069 6.18656 1.06911 8.22039 19.37 11.0378 0.680035 0.112127 0.0581027 0.0379215
internal_count=4034 862 79 55 783 225 113 49 112 3172 612 2560 2532 2364 168 479 160 129 2304 2257 930 559 71 371 1327 948 390 147 128 88
is_linear=0
shrinkage=0.1


Tree=569
num_leaves=31
num_cat=0
split_feature=19 2 5 5 5 5 9 17 10 16 9 9 17 4 2 12 17 4 13 16 15 7 8 9 18 9 9 9 15 13
split_gain=0.00022542 0.00168094 0.000935372 0.00193227 0.00091707 0.00101656 0.000883808 0.000822678 0.00310188 0.000547601 0.000493398 0.00109251 0.00108003 0.000817511 0.0181998 0.00633981 0.00463775 0.00835173 0.00558875 0.0011603 0.000667816 0.00547467 0.00912138 0.000642029 0.000863906 0.000559348 0.000662409 0.0010132 0.000558358 0.00205298
threshold=14.451165964200003 65.896304893200011 24.393336510100003 22.938948824900006 20.305669781650003 20.849573174100005 199.17419511990002 188.19076296340003 62.041548276350007 22.544947280100004 199.17419511990002 200.84017322135003 192.28474763930004 159.10550013555002 68.946226135900005 93.660658182900008 183.35201426355002 258.34517449385004 108.65403534205002 15.454963859600001 20.903251014350001 26.637125930550003 8.0437227585500022 198.16621393750003 14.656441317600001 197.90890142995002 197.55459634620004 197.29115675710003 24.545953118950006 104.08096806215002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 -6 7 -7 -9 -8 23 12 -12 19 -15 -16 17 18 -17 -13 21 22 -18 25 -25 26 27 -1 29 -22
right_child=1 2 -4 -5 5 6 9 8 -10 -11 11 13 -14 14 15 16 20 -19 -20 -21 28 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0004552327232685726 -0.026324823250408622 0.0042442855476065829 -0.0033108665516414304 0.0064159790378992615 -0.0041634877938052399 -0.00073153805830788695 0.00034795168450114824 0.0087191985950525845 -0.00039297615686063674 -0.0042166786227401222 0.0037250095409261741 4.6317918216836953e-05 0.00039837722105187293 -0.1004915768013943 0.079901171199435211 -0.10038235766435365 0.090462560616718854 0.071632040154839954 0.001343559866576422 0.005775008200947571 -0.006912290419393354 0.00015050205751787477 0.001049628065723697 -0.0056217361565144043 9.0214388930710013e-05 0.0028687433833924116 -0.0028930005568781601 0.004026921513336286 -0.00016158181124082619 0.0018698174000501525
leaf_weight=12.346502334066599 0.023148075415519886 0.55003761230636872 0.53568308944137299 0.60095195835198811 0.53665494411961834 1.0441010284448573 0.51894759682909331 0.58152252457512066 1.0447211941864223 0.53249347782457335 1.5893607681295829 1.0026598395384549 2.528689542593213 0.018124056571084846 0.009868393803457276 0.015710072330896163 0.018526984090613818 0.0054613747643656998 0.0082299649156993837 0.54613200301537279 0.5340623854329507 0.51021619327774204 0.029698020301793804 0.55494661932334455 0.50642214058098034 0.52104335177000471 1.0424586617646134 0.52581691468367431 14.329684778932906 0.53069912436149025
leaf_count=2122 37 62 86 95 35 13 21 36 34 47 44 28 44 24 6 121 25 31 25 70 106 151 39 40 16 11 27 15 592 31
internal_value=-9.93442e-08 0.000570382 0.000675102 0.00106982 0.000401673 -9.46547e-05 0.000492042 0.00145901 0.00286541 -0.00196377 -9.16889e-05 0.000216348 0.00168229 -0.000127453 -0.000339676 -0.000226173 -0.000275648 -0.0399555 -0.0654116 0.00206636 -0.000202518 0.00319453 0.0354001 -0.000522564 -0.00289633 -0.000348037 -0.000468491 -0.000272143 -0.000325747 -0.00253511
internal_weight=43.1426 5.96826 5.94511 5.40943 4.80848 4.25844 3.72179 2.67034 1.62624 1.05144 37.1743 21.6771 4.11805 17.5591 16.0103 15.9922 15.9823 0.0294014 0.02394 1.54879 15.9529 0.558441 0.048225 15.4972 1.06137 14.4358 13.9148 12.8723 15.3944 1.06476
internal_count=4034 466 429 343 248 186 151 83 70 68 3568 1337 88 1249 1151 1127 1121 177 146 98 944 215 64 2231 56 2175 2164 2137 729 137
is_linear=0
shrinkage=0.1


Tree=570
num_leaves=31
num_cat=0
split_feature=6 6 15 17 3 17 15 4 5 16 18 9 17 9 6 3 14 16 17 14 6 15 19 17 6 15 2 6 13 18
split_gain=0.000233555 0.000635301 0.00262883 0.000882968 0.0022403 0.000773814 0.000486336 0.00121711 0.000960089 0.00254888 0.000899654 0.000660232 0.00235328 0.00119191 0.00296825 0.000466159 0.000465611 0.00599656 0.00513777 0.00485786 0.00590394 0.00438641 0.00435076 0.00194207 0.00364855 0.00414709 0.00275831 0.00185616 0.00142346 0.000933635
threshold=16.465384711100004 16.405383309150004 42.246988155050012 191.24148878695004 93.181958801350021 187.51563899930002 41.492094664050008 273.85977434290004 23.545618314050007 22.794946695500006 13.565177112500001 190.73543849905005 187.61467154115005 197.90890142995002 16.565387047600002 93.69276584615001 285.93967426180006 22.644947046300004 162.57770630285003 297.17785921625006 14.935348962050002 26.583493790300004 14.451165964200003 199.20888372035003 15.425360411050002 35.83914456115 229.44804549725004 13.65531905435 101.26615239960002 16.587089536200001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 11 9 -8 15 12 -2 14 -13 -10 18 19 -1 20 21 28 23 -21 25 26 27 -25 -18 -28
right_child=6 3 -4 -5 5 -7 8 -9 10 -11 -12 13 -14 -15 -16 -17 17 -19 -20 22 -22 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.10018615435032824 -0.0014549492058115723 0.0082471063173478482 -0.0068112650905131043 0.00020298970599396673 -0.0023452807086426085 0.0023720416386482793 0.0074794088292023247 -0.0053722915116580774 -0.0026435106620275434 -0.0019459420266909793 0.0035087076146755806 -0.0089390887752887876 0.0066248967265824538 -0.00033617556010600647 0.0014715905315789476 -0.00011136111686989602 -0.057152645743385758 0.062034324220522422 3.9838803972924395e-05 -0.00037319492723700054 0.10000040769117716 -0.10016882637718905 -0.055167580652675866 -0.0063302189871511901 0.10002521424179263 -0.10012735794285309 -0.10004728840371691 0.10003817955063171 0.068513113774114356 0.00070179684106339913
leaf_weight=0.0051158455889418466 1.0308441355615992 0.54462880277424153 0.56590206523789888 4.0779481680728074 0.52137323523395895 1.044102367722999 0.60332794504938714 0.53902427677460707 1.0424583952772088 0.54708262044005096 0.54105377817931799 0.56789411477802765 0.55429777831886884 6.0612427502726227 0.52896388549780227 2.4028139682887879 0.001122047081652533 0.016649059587507509 21.376906235823945 0.50898140384814949 0.01072945862688357 0.0033640193179280686 0.014245879632653669 0.0023781131186837862 0.0055807542793218081 0.002986905735195223 0.0014328744093926871 0.0052895957778673619 0.004583568033050156 0.0025687676784045682
leaf_count=193 387 22 127 137 27 32 39 136 23 7 43 29 34 157 19 89 78 33 1503 414 9 20 23 125 18 31 43 6 26 204
internal_value=-8.61163e-08 0.000164801 -8.17156e-05 0.00106225 0.00272285 0.000800963 -0.000328464 -0.000760497 0.000452236 0.00299714 -0.000282197 -0.000476178 0.00137044 -0.000885106 -0.0039185 -0.00087753 9.16875e-05 0.00288757 1.58588e-05 0.0011393 0.0497945 -0.00959943 -0.00063327 0.000834723 0.0312151 0.00501384 0.0319259 0.0670484 0.0438001 -0.0353736
internal_weight=43.1349 28.7159 22.5278 6.18805 2.1101 1.56548 14.419 9.28227 5.13674 1.15041 3.98633 8.74324 1.58514 7.1581 1.09686 3.44527 21.9619 0.579912 21.382 0.563263 0.0197991 0.00906963 0.543464 0.529218 0.020237 0.0146563 0.0116694 0.00766771 0.00570562 0.00400164
internal_count=4034 3071 2853 218 81 59 963 762 201 46 155 626 421 205 48 112 2726 1030 1696 997 133 124 864 841 427 409 378 131 104 247
is_linear=0
shrinkage=0.1


Tree=571
num_leaves=31
num_cat=0
split_feature=19 5 12 2 7 6 7 16 7 7 10 19 9 10 0 7 13 15 7 17 7 4 17 0 16 6 5 17 7 9
split_gain=0.000334885 0.000423947 0.000289794 0.000618005 0.000902366 0.000358943 0.000965056 0.00395473 0.00125257 0.000502246 0.00810434 0.00906503 0.00808842 0.00518133 0.00948904 0.00200544 0.0011414 0.000996346 0.000939265 0.00200825 0.00144823 0.00183942 0.00121116 0.00108905 0.000386138 0.00133114 0.00207103 0.000467435 0.00189334 0.0244416
threshold=14.651182102100002 22.53967987815 69.826413229550027 60.327272492300004 23.150522195450005 16.535386346650004 23.032902590750002 22.594947163200004 22.589037079550003 22.721067571950005 62.020040611300011 14.251149826300002 185.44496129890004 62.095317438950012 89.415428960600011 22.545611589100002 105.33378955095002 22.516911658450002 23.109894804950002 190.38166638035003 23.150522195450005 157.07313959035005 188.41589330430003 85.812895065800021 22.644947046300004 15.155354102400002 24.041678002600005 200.36843462235004 24.761435049050004 206.57490536735003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 9 8 -8 -7 10 -5 12 15 -13 -15 16 17 -12 19 22 -20 -22 23 -11 27 -26 -27 -23 29 -29
right_child=1 -3 3 5 -6 6 7 -9 -10 18 11 13 -14 14 -16 -17 -18 -19 20 -21 21 24 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.0022716281634225311 0.0037521058357377398 -0.00021916276793511924 0.00048215734011323357 -0.0011265666059495068 -0.00536753837848368 -0.00043036844233522903 -0.00011949785783594671 -0.0095455086517743336 0.0046370490841482594 0.00032775905466251882 0.021434304877522875 0.084746458709078959 -0.070239067931729224 -0.038044665612903025 0.10002392749350393 0.097726524881168439 0.066388513435411411 -0.10001996141690672 0.0053411527793279538 -0.0069092016692706539 -0.035439099149772828 0.00031024264286955269 0.0013932486606090828 -0.00614400045288093 -0.0029747230116130216 0.0076663147354034678 0.00015626342234727214 -0.057219950623629834 -0.00012828105451744441 0.0016945696379164804
leaf_weight=0.53342448368774498 0.53127376924385206 0.54413919240641917 0.52365949815612001 0.56588728533720523 0.53120890504311546 3.4518941768474312 2.0295738960312524 0.57014085179946494 0.56805765572863709 0.50279701771830265 0.00141802650738998 0.02960122145274946 0.0128475101769574 0.011977288084707993 0.0085176696338749025 0.0047488115112610529 0.0017964236588035032 0.001289791791018513 0.54622505399930688 0.57660803983419162 0.014519929129170772 20.127854085687058 1.5454390673632139 0.53849397595395365 0.50943957002891638 0.57884047622064816 1.0042915507119685 0.08078722761775825 6.6342052789267028 0.54864248569128904
leaf_count=42 29 48 28 125 52 504 38 59 46 19 126 33 10 39 15 24 95 61 26 72 7 1445 28 39 17 52 17 134 751 53
internal_value=1.99454e-07 0.00174272 -4.43603e-05 -7.41142e-05 -0.00246362 -1.18243e-05 -0.000685275 -0.00218671 0.000285706 0.000119889 0.00289888 0.0344508 -0.0188982 0.0579864 0.0193364 0.0523866 0.00458487 -0.036417 6.64921e-05 -0.00157253 0.00023906 0.000144585 -0.000382927 -0.00301905 0.000162108 0.00147143 0.00290216 6.20831e-05 -0.000625578 -0.0058671
internal_weight=43.1296 1.07541 42.0542 41.5208 1.05487 40.4659 6.61967 2.59971 4.01995 33.8462 0.638084 0.0721967 0.0221006 0.0500962 0.020495 0.00925305 0.00450424 0.00270782 33.2081 3.16334 30.0448 29.4986 2.58673 1.04129 29.4841 2.09257 1.58313 27.3915 7.26363 0.62943
internal_count=4034 77 3957 3915 80 3835 647 97 550 3188 528 403 316 87 54 306 282 187 2660 158 2502 2476 86 58 2469 86 69 2383 938 187
is_linear=0
shrinkage=0.1


Tree=572
num_leaves=31
num_cat=0
split_feature=19 14 5 8 10 0 13 15 2 6 6 3 0 9 9 5 5 6 3 18 7 19 4 5 18 6 6 2 5 6
split_gain=0.000277682 0.00132262 0.000948263 0.000859088 0.00196355 0.00086369 0.00130207 0.000568282 0.000911225 0.000470696 0.000953057 0.00257297 0.000822057 0.000802244 0.00152949 0.000536091 0.00110687 0.000831378 0.00215386 0.000568891 0.000548669 0.000850154 0.000468144 0.000779196 0.000445614 0.000599636 0.000732967 0.00993252 0.0164907 0.00895797
threshold=14.451165964200003 148.67011998770002 20.305669781650003 8.4434108459500017 62.00390986255001 86.329079026800017 117.45067034490002 42.713473568600008 112.15964652650003 16.465384711100004 16.505385645700006 93.69276584615001 86.643628628100018 195.70012057590003 200.95377551580003 23.455765688150006 24.393336510100003 16.285380505300001 92.864720741950009 13.376114027300002 22.938075114600004 14.351157895250003 188.02063977395002 21.788492303450003 13.4793103924 14.980350013450002 14.745344522600002 73.245799595050016 18.492557862250003 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=9 -2 -3 5 22 7 -7 8 -4 15 11 -11 13 -12 -15 17 -17 19 -19 -1 21 -20 -5 -24 -21 26 -26 -28 -29 -30
right_child=1 2 3 4 -6 6 -8 -9 -10 10 12 -13 -14 14 -16 16 -18 18 20 24 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-0.0032669656196466917 -0.024155555189699397 0.0046746562194009949 0.0016917070472542096 -0.002004204156662874 -0.0059810250001952579 0.00019627984332104141 0.007102476593876016 0.0027686410577221054 -0.0041933460076947057 -0.0083098661271897422 -0.00076467765809147472 9.2116533787190268e-05 -0.0020166388230853289 0.0045573867132600015 -0.00014787852405861806 -0.0052768211042197952 0.0012180713934028487 0.0069645186422773349 -0.00016078976193799167 0.0028812325780373069 0.00013343212631315403 0.0054933617908669886 -0.00029208196518652724 0.0043556701366895467 -0.00011844603630121892 -0.0031783337124430726 -0.0024361700345460636 0.062231014388614475 0.050309182064031954 -0.041914541802307775
leaf_weight=0.5549064881076643 0.021445834849146084 0.55100323799706519 0.52697462038486242 0.55254010398857722 0.60029143390645945 0.53001390045392305 0.56296561284943891 0.53002865731359117 0.52543717107619159 0.57008696521847824 3.4472574673145662 1.0105769556133308 2.0418106658065369 1.048558070629497 2.0250264425175466 0.5361661804162523 0.51387846688005001 0.58998358849475963 0.53368376260186756 0.51549899276094535 4.5407185992626182 0.53003734804224223 1.0017326685847363 0.56369012076280522 17.427501249879096 0.61174174177467833 0.53887188830413002 0.0667767152522174 0.015143761098483921 0.034587688289647645
leaf_count=153 35 62 28 20 100 22 57 38 14 31 506 35 51 21 66 51 96 60 22 27 86 24 7 83 2085 113 13 48 28 52
internal_value=4.23156e-07 0.000633695 0.000723124 0.000319446 -0.000932621 0.00159156 0.00375348 9.83329e-05 -0.00124652 -0.00010127 -0.000682091 -0.00293817 -0.00026562 0.000282661 0.00145733 0.000116856 -0.0020983 0.000206457 0.00121734 -0.000110356 0.000612328 0.00265659 0.000498241 0.00138152 -1.91734e-05 -9.91513e-05 5.01711e-06 0.00328808 0.0297638 -0.0138314
internal_weight=43.1189 5.96612 5.94468 5.39367 2.71825 2.67542 1.09298 1.58244 1.05241 37.1528 10.1433 1.58066 8.56265 6.52084 3.07358 27.0095 1.05004 25.9595 6.19442 19.765 5.60444 1.06372 2.11796 1.56542 19.2101 18.6946 18.0829 0.65538 0.116508 0.0497314
internal_count=4034 466 431 369 210 159 79 80 42 3568 710 66 644 593 87 2858 147 2711 192 2519 132 46 110 90 2366 2339 2226 141 128 80
is_linear=0
shrinkage=0.1


Tree=573
num_leaves=31
num_cat=0
split_feature=13 4 15 10 16 3 18 18 5 19 13 15 5 13 2 19 2 15 12 3 15 7 7 2 10 8 8 5 17 4
split_gain=0.000287477 0.00113484 0.000872147 0.000612772 0.00128515 0.0116516 0.0015579 0.00314591 0.000556601 0.000730486 0.000649238 0.000525932 0.000646024 0.00053806 0.000433931 0.000873744 0.000855016 0.0012838 0.00112522 0.00133669 0.000662115 0.00315221 0.00271969 0.00255001 0.00235643 0.00159302 0.00179936 0.0012314 0.00454557 0.00451215
threshold=117.67112391160002 127.35214607660002 43.401366108000012 61.987779113750001 22.584947186600004 93.620177476600006 13.142272494650003 13.603286548350003 22.127107789600004 14.551174033150001 117.69263157665002 46.683480308100009 24.279163357700003 117.60122400020002 175.11059598075002 14.551174033150001 188.47750099235003 39.883592142850006 217.64277969395002 93.337889372900023 37.870720399650004 22.156669449150005 22.181995028450004 148.06652356835002 63.353515844050008 8.7431769115000026 3.1475436881500003 20.911722254300006 162.57770630285003 218.36915329220002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 -8 9 -2 -10 12 13 14 20 16 17 -16 -18 -20 21 24 -23 -22 -5 26 -26 28 -24 -29
right_child=2 3 -4 11 6 -7 7 -9 10 -11 -12 -13 -14 -15 15 -17 18 -19 19 -21 23 22 27 -25 25 -27 -28 29 -30 -31
leaf_value=-0.045332484885281327 0.00469335920601981 0.070694394614174247 0.0044986031032178382 -0.10025222155552649 -0.00046263332100579042 -1.6508535914055255e-05 -0.010426203783912215 0.00040660937704278561 -0.0037293885328561708 -0.00058947481223231883 0.00023892004172011971 -0.0030947121540895375 0.0035701271692824112 0.0022819392981459296 -0.0013415719048928954 0.0030297990591039471 0.0040617933961752889 -0.0070890575307044597 0.00010973587461127258 -0.0055358738245303105 0.0072074305287499448 0.096135039213904414 -0.10017290138166413 0.00026677968007141718 -0.053032195390228298 -0.061733017353502062 0.087599848523949156 -0.00010361592488506718 0.00025316197958645791 -0.0099543649832236677
leaf_weight=0.0055417192634469306 0.54478500483674197 0.02442248787048229 0.55111794418588722 0.0053663419094019324 2.0305538552973919 0.50841043603208136 0.55281505944546772 0.52047654640364271 0.52128186279856015 0.5037960126719554 1.9716719375995948 0.52375817916718759 0.52770630841548793 1.0421391279087391 1.5269504928168518 0.5348464333146693 0.52192144533779172 0.52131685043923415 2.0884213533636133 0.52476153554076654 0.62157084004047547 0.0029398545359694541 0.0045080832437126564 3.5677203962893564 0.0015076229509222161 0.0034894983514135447 0.0022944414579879127 2.5408577871748999 20.248967885255162 0.56914863150609551
leaf_count=8 29 8 49 7 30 373 39 14 22 13 183 89 109 16 147 37 127 18 831 21 77 7 115 60 78 25 85 94 1301 22
internal_value=7.19987e-07 -8.29043e-05 0.000798056 -7.64773e-05 -0.00131257 0.00322454 -0.00209145 -0.00517299 0.000222193 0.0021552 -0.000590862 5.05788e-05 9.78405e-05 4.4464e-05 -2.55871e-05 -0.000818364 -0.00121544 -0.0028044 -0.000177315 -0.00102398 0.00013885 -6.86018e-05 -4.1576e-05 0.00129657 -0.0499581 -0.0129433 0.0318354 -5.3678e-05 0.000230809 -0.00190636
internal_weight=43.1151 39.0224 4.09265 39.0169 3.63668 0.532833 3.10385 1.07329 3.54153 1.04858 2.49295 35.3802 34.8564 34.3287 33.2866 5.71822 5.18337 2.04827 3.1351 2.61318 27.5684 23.3791 23.3664 4.18929 0.0126579 0.00729156 0.00380206 23.3635 20.2535 3.11001
internal_count=4034 3738 296 3730 464 381 83 53 247 42 205 3266 3177 3068 3052 1181 1144 165 979 852 1871 1734 1539 137 195 188 163 1532 1416 116
is_linear=0
shrinkage=0.1


Tree=574
num_leaves=31
num_cat=0
split_feature=16 7 3 8 14 10 13 3 3 18 7 15 5 10 2 12 18 0 0 2 6 6 18 18 15 8 18 18 7 12
split_gain=0.000277782 0.00102932 0.000657263 0.0115811 0.0062012 0.000897504 0.00239641 0.000400824 0.000322859 0.00103982 0.00108717 0.000966161 0.00122249 0.00189483 0.00202366 0.000841873 0.000664373 0.00093856 0.00111178 0.00164855 0.000551777 0.00177617 0.000576066 0.00165204 0.00079485 0.00262961 0.000551737 0.0005403 0.00116256 0.0198322
threshold=22.704946905950003 21.844899366700002 93.846007959550022 8.2435668022500028 156.61564208075004 62.046925192600007 117.54207792135001 93.819123378250012 93.620177476600006 13.091807150500001 23.165384528550003 45.169600924000008 22.649179082500002 61.93938686740001 173.34516805710004 241.11057232950003 13.091807150500001 86.329079026800017 86.054856297550018 93.57193670880001 16.525386113000007 16.565387047600002 13.455547561900003 13.531614672700002 40.42701969085001 8.3434888241000014 13.679220276500002 13.975517741000003 23.822419043000004 69.826413229550027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 -6 -7 8 11 10 -10 12 16 -14 -15 -16 -1 18 -18 -20 22 -22 24 -24 25 -19 -23 -25 29 -29
right_child=1 -3 3 4 5 6 -8 -9 9 -11 -12 -13 13 14 15 -17 17 20 19 -21 21 26 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.0017126839138310616 -0.00089079730437566392 0.0043810188169827605 -0.00059010749732964999 0.0059640805995310837 -0.10016342656264642 -0.10011757062959113 0.019253764345079777 0.0027575376648792788 -0.0065913148899895708 7.6529100272211892e-05 -0.000170437043735403 -0.0040236065195627772 0.0074938532077514263 0.0060805370257449578 -0.002643177417150254 0.002225818860229527 0.00015752691961610889 0.00035268313125129023 -0.00034123548831840991 -0.0082768393884272186 -0.0064659946448004909 -0.0017320574980753589 -0.0055260503309067632 0.00079780498903651181 -0.00091252196146723451 0.0083516550125922965 0.0028659557840522917 0.002155703238108177 -8.2282495648608686e-05 -0.054465207654769976
leaf_weight=2.05942088680733 0.87960124166966014 0.63972580799969592 1.0153266270719647 0.01011625862543053 0.016706790093080404 0.0048018548238026862 0.0025882121772156097 0.52647336800509847 0.55868563182957476 3.0563959128571696 0.49943011999130249 0.56570291967295716 0.53959814016707186 0.549731513412553 1.0318261450940123 0.54146428561870474 1.014970494667071 1.5240184568261588 0.50137189348606603 0.54782126708232681 0.53967632245576069 0.51461959087464471 0.53921843783850931 7.1338886951160552 1.0057523109571773 0.56273547874297936 0.52947415452351265 0.51750253117644118 15.611625339710505 0.070259815919685331
leaf_count=59 49 109 609 15 86 62 4 13 44 48 2 68 13 20 38 46 11 46 24 25 15 14 27 227 9 35 28 5 2054 229
internal_value=8.32123e-07 0.00132895 -4.76839e-05 -0.00251838 -0.0597429 -0.0873278 -0.0583103 1.62774e-05 -1.97889e-05 -0.000858836 -0.00356066 7.63728e-05 0.000142012 0.00220243 0.000857535 -0.000967462 -2.59006e-05 -0.00014286 -0.00220207 -0.0044847 6.02682e-06 -0.00180799 0.000112572 -5.37855e-05 0.00139676 0.00250977 0.000599658 7.26754e-05 -0.000246657 -0.00461264
internal_weight=43.1105 1.51933 41.5912 1.04954 0.0342131 0.0240969 0.00739007 40.5417 40.0152 4.11451 1.05812 35.9007 35.335 2.66262 2.12302 1.57329 32.6724 30.6129 2.06416 1.04919 28.5488 1.58377 26.965 23.8725 3.09251 2.08675 1.04409 23.3333 16.1994 0.587762
internal_count=4034 158 3876 776 167 152 66 3100 3087 94 46 2993 2925 117 104 84 2808 2749 60 49 2689 57 2632 2542 90 81 42 2515 2288 234
is_linear=0
shrinkage=0.1


Tree=575
num_leaves=31
num_cat=0
split_feature=16 8 3 8 14 10 12 19 13 16 16 16 9 6 2 9 2 2 9 7 7 0 5 15 6 13 13 16 9 16
split_gain=0.000225447 0.00107953 0.000537896 0.0101271 0.00583668 0.000911333 0.00231316 0.000336375 0.00131046 0.0064863 0.00962168 0.00965111 0.00180091 0.000626241 0.00135901 0.000524984 0.00516458 0.00190859 0.00110954 0.00748351 0.000898478 0.000687246 0.00294196 0.000852567 0.000656845 0.000798971 0.00665476 0.0182044 0.00132957 0.00103465
threshold=22.704946905950003 8.543332867800002 93.846007959550022 8.2435668022500028 156.61564208075004 62.046925192600007 115.75959681050001 14.451165964200003 117.45067034490002 22.574947209950004 22.494947397000004 21.734949174200004 192.39832633775004 16.485385178400005 146.27443143485002 199.17419511990002 53.810443956900009 59.023942917950002 200.84017322135003 23.150522195450005 24.175586727800006 86.20003303655001 24.041678002600005 39.296024648600003 16.545386580300001 109.49014582065001 106.92266830605001 18.754956142750004 192.57902085675002 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 7 -4 -5 -6 -7 15 9 10 11 -9 -10 14 -14 21 -17 -18 20 -20 -19 22 -1 24 25 26 28 -28 -23 -27
right_child=1 -3 3 4 5 6 -8 8 12 -11 -12 -13 13 -15 -16 16 17 18 19 -21 -22 23 -24 -25 -26 29 27 -29 -30 -31
leaf_value=-0.0080984701359624947 0.0033530684874241734 -0.0021027023608902618 -0.00053088541644825298 0.0053696400967890197 -0.100147872087562 -0.10014122745654166 0.019929210123991566 -0.041906247059117094 0.0066958969449980275 0.00057067554505727013 -0.079373181355393008 0.040084420422645886 -0.0010873027211230162 -0.00023365984041209717 0.0060172964832549657 0.059485858902384607 -0.10001391519419883 0.0031315966901282934 0.066060107194955767 -0.00022512294562783029 0.00017562511043338162 -2.4747023268777044e-05 -0.00018314315441261879 0.0019234306002871339 -0.002962327422955731 0.0044050722015229185 0.017975468945402705 -0.10023759244782958 -0.0055094615828119361 -4.7247520655088016e-05
leaf_weight=0.61190264952618223 0.91805097259202628 0.5995188587386906 1.0157213278687265 0.010112749657309905 0.015119157205683464 0.0043985627247549166 0.0025258326121929686 0.033333101855531733 0.56309726237668645 0.53825120253043224 0.026334491849411279 0.025217687812983058 0.51341746898833684 2.5582525178415381 0.56612445744940487 0.014692570490299484 0.0019011343683840156 2.0716119090720921 0.017048838402845656 17.506734519451381 2.0416813685672253 2.537836253283301 2.0187131839757058 1.5817142584692181 1.0338850538477107 0.58139675839629479 0.028048207438971295 0.024324542915564962 0.53518679218701226 5.1038425702936365
leaf_count=68 47 111 609 15 86 30 36 39 24 56 10 30 8 47 50 5 25 22 11 1148 59 1049 31 51 16 42 37 41 69 162
internal_value=5.61729e-07 0.00119776 -4.31304e-05 -0.00228006 -0.0575312 -0.0863877 -0.0563428 1.46974e-05 0.000798475 -0.00348096 -0.0291721 -0.00659306 0.00143326 0.000618654 0.00263843 -9.11807e-05 0.000217744 0.000177502 0.000186305 -0.000160634 0.00166437 -0.00056706 -0.00202431 -0.000231562 -0.000577804 -0.000297992 -0.00158234 -0.0369286 -0.000979945 0.000408066
internal_weight=43.1 1.51757 41.5824 1.04788 0.0321563 0.0220436 0.0069244 40.5345 4.82403 0.623136 0.0848853 0.0585508 4.20089 3.63779 1.07954 35.7105 21.6537 21.639 21.6371 17.5238 4.11329 14.0569 2.63062 11.4262 9.84452 8.81064 3.1254 0.0523728 3.07302 5.68524
internal_count=4034 158 3876 776 167 152 66 3100 264 135 79 69 129 105 58 2836 1270 1265 1240 1159 81 1566 99 1467 1416 1400 1196 78 1118 204
is_linear=0
shrinkage=0.1


Tree=576
num_leaves=31
num_cat=0
split_feature=15 18 15 5 2 2 6 19 13 0 13 5 4 4 2 2 6 4 4 6 16 18 2 7 19 16 15 3 2 18
split_gain=0.000213129 0.00144945 0.000337867 0.00205473 0.000906626 0.000476368 0.0103982 0.00462953 0.006252 0.00188096 0.0019262 0.000931075 0.000629541 0.000716163 0.00132445 0.00124498 0.000629453 0.000566355 0.000497472 0.000798251 0.000462844 0.00102136 0.00267581 0.000457373 0.000346038 0.00127597 0.000585651 0.00206207 0.000545018 0.000764218
threshold=45.169600924000008 13.3584252364 42.713473568600008 23.545618314050007 198.51835910855002 213.11064599365002 16.515385879350003 14.251149826300002 117.35926276845002 96.851704149400021 103.23410375110002 14.793211491700001 294.35264367105009 284.07887079910006 189.28685862455004 185.72519583365002 15.425360411050002 363.87426917165004 313.22340827140005 16.555386813950005 22.674946976100003 13.531614672700002 108.24034454255001 22.356277907050004 14.351157895250003 22.634947069650003 33.593648142250011 92.703413254150021 139.52793115400002 13.327513832500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 12 7 8 9 16 11 17 13 14 15 20 -7 -11 -8 -20 24 22 23 -22 -1 26 -26 -28 29 -29
right_child=1 -3 3 4 -6 6 18 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-5.46508352835412e-05 0.0002200421217189341 -0.0053758662486010954 0.0065099156199131649 -0.0027156268542325836 0.0012922822748305932 -0.1000363485193466 -0.09831889508091228 -0.0025319927071859641 0.10020603440025602 0.05694573442185008 0.078684264454608147 -0.10003456455389384 0.0034483501013092273 -0.0036460112567184284 0.0049978412112533181 -0.0048559471948783012 -0.011394759288559906 -0.040243275617226654 -0.10009492559522706 -0.0019876776708953703 -0.0018573734084278604 0.0024964387705045158 -0.0083116220652944134 0.0022452813200903943 -0.00277449622141209 0.0053390572851949418 0.0064815015010499313 0.0041875036699253387 -0.0012433718344905999 0.00017122511151410373
leaf_weight=24.853123821825093 2.546756934477985 0.56568787958530231 0.56596215750035073 0.89247061777678061 1.5354248547228051 0.0022875404741462511 0.010724490215149145 0.53696935449374905 0.010427475062897429 0.0011792311119165171 0.0031250071236854637 0.0012109297816919329 0.52917544848589315 0.53834498538358033 0.52842444149629741 0.5300250871720128 0.0012328506048362442 0.0012198166028726184 0.0017679541547295239 0.0015621587433825648 0.52739402761835597 0.5138942272751591 0.54813304827490572 0.56054361368296668 0.55107367345635694 0.55469885759885063 0.54835515054946871 0.5620414896984588 2.0485183113341918 3.0166653080304968
leaf_count=2018 97 125 62 29 27 156 45 78 11 45 23 58 211 142 37 27 23 360 20 27 64 8 34 12 64 34 33 69 29 66
internal_value=4.14469e-08 -0.000797016 6.20987e-05 0.00108387 -0.000180986 -2.0618e-05 -0.00288481 -0.000743788 0.0456817 -0.00975765 0.0212052 -0.028552 2.43548e-05 -2.61422e-05 2.89958e-05 -4.64228e-05 -0.0689938 0.00752914 -0.0878352 -0.0540727 2.79307e-05 -0.00139256 -0.00261411 0.000256458 0.000122969 0.000729231 0.000349092 0.000627824 5.74012e-05 0.000801988
internal_weight=43.0884 3.11244 39.976 2.99386 2.4279 36.9821 0.571707 0.557652 0.0206829 0.0102554 0.00673498 0.00360998 36.4104 35.8812 35.3429 34.8145 0.00352039 0.00239905 0.0140546 0.00333011 34.2844 2.14996 1.63607 1.08794 32.1345 7.28135 6.72665 6.17558 5.62723 3.57871
internal_count=4034 222 3812 118 56 3694 846 754 676 665 486 463 2848 2637 2495 2458 179 405 92 47 2431 118 110 76 2313 295 261 197 164 135
is_linear=0
shrinkage=0.1


Tree=577
num_leaves=31
num_cat=0
split_feature=16 8 15 6 7 6 3 17 5 12 17 9 18 3 16 5 18 18 5 6 14 15 14 6 15 12 18 16 13 9
split_gain=0.000215395 0.00103434 0.000289073 0.00127561 0.000771431 0.00130204 0.000897771 0.000535407 0.000508289 0.00245729 0.0315278 0.00122347 0.000778984 0.00121213 0.00073955 0.000914688 0.000356144 0.000982066 0.000670328 0.000514302 0.000930213 0.00933595 0.00731612 0.00527386 0.00394442 0.00334288 0.00574503 0.00218496 0.00120784 0.00115177
threshold=22.704946905950003 8.543332867800002 43.890399822900008 16.405383309150004 23.203497038450006 16.505385645700006 93.794927255050013 192.94032447935004 22.649179082500002 184.29002311975003 185.82794795070004 195.70012057590003 13.24088655595 92.781378539900018 22.674946976100003 20.482113285800001 13.059010054600002 12.971888692100002 22.53967987815 16.455384477450004 285.93967426180006 38.884669609800007 297.17785921625006 14.935348962050002 26.583493790300004 246.36519872610003 14.522586764600002 22.634947069650003 101.26615239960002 204.68881850780005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -5 14 10 -10 -11 -13 -14 16 -16 17 -1 19 20 -18 22 23 24 28 -24 -27 29 -22 -28
right_child=1 -3 3 4 5 -7 -8 -9 9 11 -12 12 13 -15 15 -17 18 -19 -20 -21 21 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.00014114344769053559 0.0032807701005643807 -0.0020609475455721413 -0.0053535766480762451 -0.0046870658881587122 0.0062460943609804545 -0.0011017176686588088 0.0004087492930815739 -0.00016184480915169974 -0.00018481596210867827 -0.0043986000979964919 0.082053672298596447 -0.00096045674665261923 -0.00056763936036755816 0.0061885201950290097 0.00034761957022320727 -0.0056005342529340547 0.00010300385582838325 0.0049315321615378792 -0.0036246081243281368 -0.00079193630373344229 -0.05230572946967689 0.081534755571988068 0.0011704019077886328 0.090327623016205033 -0.100154612685737 -0.10034560503912544 -0.10006673619280987 0.10001321472016621 0.066423170709996107 0.002451160688978161
leaf_weight=2.0495071815460402 0.91763821752101538 0.59919818461679597 0.54283130695129278 0.52773495882673127 0.55420444196352059 1.51665267275726 0.50224001251706341 0.5181900840779452 0.51901251389446779 0.51762753204388046 0.051217094318417367 1.0035801093217744 0.51385840694744167 0.54954312034533359 0.50470794580178224 0.53002586239017546 22.847077942389351 0.54090151962688171 0.52429941337943375 6.6800774079820959 0.0010673230916918852 0.01518955341853534 0.51453611004846467 0.0156527099898085 0.0029865343626624963 0.0088690327555744353 0.0013052443399149127 0.0021187993115745494 0.0043447086554806447 0.0068322418551707287
leaf_count=123 47 111 89 56 19 25 34 16 410 172 30 9 24 17 7 37 1632 29 31 158 75 47 265 10 15 24 352 7 22 141
internal_value=1.39779e-07 0.00117062 -4.25736e-05 -0.000833163 -0.000155129 0.000775711 0.00347099 -0.0024451 4.53926e-05 0.00125999 0.00720171 -5.09011e-05 0.00103788 0.0029238 -6.64882e-05 -0.00269923 1.5529e-05 0.00114142 -7.97063e-05 -1.79592e-05 0.000202802 0.00418271 0.00207599 0.0560269 -0.00790051 -0.00035549 -0.0414072 0.00955934 0.0430083 -0.0139926
internal_weight=43.083 1.51684 41.5662 4.16185 3.61902 2.5731 1.05644 1.04593 37.4043 3.15484 0.57023 2.58461 2.06698 1.0634 34.2495 1.03473 33.2148 2.59041 30.6244 30.1001 23.42 0.572902 0.557713 0.0240513 0.00839857 0.533661 0.0191253 0.0102563 0.00541203 0.00813749
internal_count=4034 158 3876 239 150 78 53 72 3637 662 440 222 50 41 2975 44 2931 152 2779 2748 2590 958 911 122 112 789 524 500 97 493
is_linear=0
shrinkage=0.1


Tree=578
num_leaves=31
num_cat=0
split_feature=19 2 18 7 16 7 7 17 15 15 16 16 3 18 2 17 17 17 13 12 10 9 13 5 15 9 6 6 6 6
split_gain=0.000290061 0.000352652 0.000839424 0.0134033 0.00944256 0.00814511 0.00856817 0.0160847 0.00235618 0.00454715 0.00113038 0.00107823 0.00124031 0.00155071 0.000893501 0.00124189 0.000750746 0.000717653 0.000650901 0.000503807 0.000466629 0.000913741 0.000602463 0.00112326 0.00110974 0.000454421 0.000361754 0.00573959 0.00109241 0.00205315
threshold=14.651182102100002 173.34516805710004 13.893471991850001 23.9417051038 22.654947022900004 24.710307675200003 24.225158517200004 203.92158861145001 26.135540888150004 23.908355817750003 20.864951208700003 15.524963695900002 81.105404879350019 17.323446153950005 175.11059598075002 197.61001826940003 198.72470891995002 197.38773738110004 95.862351557400004 196.95882362420002 61.950140699950005 204.99169312540002 117.46680109370001 23.928204628200003 39.540459766400012 197.55459634620004 16.295380738950005 15.885371159150003 13.65531905435 14.135330269750002
decision_type=2 2 2 2 2 2 2 2 2 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 16 -4 5 6 7 -5 9 11 -8 12 13 -7 -11 -16 17 20 -15 -1 21 -3 25 24 -24 -22 27 28 -10 -30
right_child=-2 2 3 4 -6 8 10 -9 26 14 -12 -13 -14 18 15 -17 -18 -19 -20 -21 22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=5.2294757350620041e-05 0.0016252213362854984 0.0044161740844198888 -0.10037483776217532 -0.083781269454863874 0.084184576180894644 -0.10004374775654792 -0.051169311814740576 0.088798648011731859 -0.065468430036087322 0.10012799756091878 -0.100267396470733 -0.10003086051867945 0.084861173201370724 -0.033357147449119572 0.098355143218835012 0.0020495104143449052 0.0033284607962705114 -0.0040802755694664249 0.0481644278635803 0.002305744130087739 -0.00061549369890371241 -0.0002882627735893914 -0.00061271303793745773 -4.7300986182094467e-05 -0.0052570726633453749 0.0035851561569938298 -0.00088348911089379187 0.056438120475218678 0.023759627532082453 -0.041423971006798177
leaf_weight=30.582908471889578 1.0716934587462663 0.5680959865705878 0.014131421676137901 0.011022812252728303 0.012491087487433106 0.0018788206505355558 0.00649721151535007 0.010587895401840797 0.0074581283395183098 0.0061536674620583653 0.016850283760504681 0.0014717436117468452 0.0012401369617807134 0.0018260111556803911 0.0023935730542028466 0.0030391308545694162 0.53383759959479604 0.53587311644948066 0.0021125194143678527 1.0253948106728774 0.51086468077297442 1.5109508290493066 1.0067792822374033 3.5315480689610368 1.0521376582689752 0.51932009471420315 0.49877318346261745 0.0096235045584762702 0.0069827363571448578 0.015689953566004888
leaf_count=2345 77 158 124 22 39 144 38 18 78 2 49 48 13 325 12 30 35 32 17 15 69 24 10 83 35 16 8 21 24 123
internal_value=6.49455e-07 -4.07961e-05 -0.000545922 -0.00408319 -0.00187453 -0.00365546 -0.0446038 0.000772098 -0.000360045 0.0332427 -0.0866042 -0.0221716 -0.00593512 -0.025291 0.0740355 0.0444804 -0.000317733 -0.000528491 0.0103688 0.000125398 -0.000309713 0.000997217 -0.000720121 -0.00112962 -0.00298605 0.00150207 -0.00161521 -0.0107956 -0.0322694 -0.0213487
internal_weight=43.0796 42.0079 10.3996 0.630224 0.616092 0.603601 0.0449582 0.0216107 0.558643 0.0201156 0.0233475 0.00852923 0.00705749 0.00581735 0.0115864 0.0054327 9.76941 9.23557 0.00393853 31.6083 8.6997 2.07905 6.62065 5.59047 2.05892 1.03018 0.538528 0.0397543 0.0301308 0.0226727
internal_count=4034 3957 1597 1135 1011 972 127 40 845 591 87 547 499 486 44 42 462 427 342 2360 395 182 213 128 45 85 254 246 225 147
is_linear=0
shrinkage=0.1


Tree=579
num_leaves=31
num_cat=0
split_feature=19 2 2 18 7 16 7 7 2 9 17 19 19 15 0 9 6 6 3 6 3 3 3 16 6 10 18 5 5 3
split_gain=0.000235267 0.000319913 0.000286445 0.000695699 0.0121879 0.00823198 0.00722659 0.0077294 0.0031169 0.0021866 0.00661095 0.00388354 0.00204847 0.00193767 0.00217633 0.00158934 0.00142417 0.000971801 0.00293176 0.00358368 0.00412876 0.00168925 0.00146764 0.000826367 0.00113966 0.000708352 0.000495622 0.000455065 0.0189613 0.000394516
threshold=14.651182102100002 173.34516805710004 173.34516805710004 13.893471991850001 23.9417051038 22.654947022900004 24.710307675200003 24.112074426950006 184.38272419390003 208.51380245710001 203.30705351230003 13.751109481500002 13.251069136700002 26.583493790300004 97.991610396700011 200.95377551580003 13.715320456250003 15.975373262050001 82.081315180750025 14.695343354350003 89.805255389500005 81.715684874950014 80.411782681750012 22.574947209950004 16.385382841850003 61.923256118600001 13.314799198000001 22.938948824900006 23.455765688150006 79.927860218250018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 27 23 -5 6 7 -6 -9 10 13 12 16 14 -8 -10 -12 18 21 -20 -21 22 29 24 -4 26 -25 -1 -29 -11
right_child=1 -3 3 4 5 -7 9 8 15 17 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=4.6298411207844593e-05 -0.00027397469193582826 0.0031833732863643417 -0.00016762051770853481 -0.10033908922933708 0.025451293975986517 0.081547469842636916 0.067394015186684364 -0.0046052463720327357 -0.036153005810745577 0.0078989372662004818 -0.035660415639829551 0.092520564639317945 -0.10009495889215102 -0.086512082694519959 -0.1000327447500754 -0.099323973952047492 0.09134114806165114 -0.00068286202119855854 -0.096579772460032548 0.049903347892389219 -0.075948309186467486 0.09493107520333291 -0.10003553749854188 -0.00049395246506122887 0.0054826763944265146 -0.0010452136303104036 0.0038329069910905652 0.063264066190706722 -0.0010182016004422073 0.073675698550823107
leaf_weight=30.661771432600855 0.53231496161799785 0.53826443478283181 1.0149616316493282 0.012790962685753859 0.01169914811623575 0.011649689462501556 0.0023157948166933166 0.0058083144907214992 0.0050285753250855899 0.0061439560245455382 0.0016257913537490723 0.012554230472858308 0.0017012272436431886 0.0048466274054703717 0.0011679410085783 0.019149895892951463 0.0019325211687828414 0.50162185005183346 0.0075819570779085401 0.0058229974824666186 0.0047195456572808325 0.0024330804117198577 0.0012418426845215436 0.5161254282868375 0.55063618662239333 7.1457543483794019 0.54350556863528254 0.048364804211695644 0.89555020105610073 0.0010707551438144947
leaf_count=1873 41 36 90 124 21 39 9 14 37 177 174 22 17 42 243 55 4 15 61 45 5 8 17 18 134 179 41 36 451 6
internal_value=4.26806e-07 0.00146431 -3.68878e-05 -0.000492286 -0.00373254 -0.0017072 -0.00332783 -0.0434879 -0.070384 -0.000321063 0.0279118 0.0622991 -0.00983774 -0.0456227 0.0112633 -0.0861858 0.0333142 -0.00171208 -0.0195061 -0.0441457 -0.00643625 0.0215036 0.000377335 -0.000285718 0.00181964 -0.000687424 0.00172538 0.000112875 0.00227553 0.017661
internal_weight=43.0702 1.07058 41.9996 10.3939 0.622907 0.610116 0.598466 0.0416859 0.0299868 0.55678 0.0261441 0.0178138 0.00525954 0.00833036 0.00348374 0.0241785 0.00355831 0.530636 0.0290141 0.0181245 0.0105425 0.0108896 0.00845655 9.77098 1.5656 8.20539 1.05963 31.6057 0.943915 0.00721471
internal_count=4034 77 3957 1597 1135 1011 972 127 106 845 511 217 195 294 252 92 178 334 319 111 50 208 200 462 224 238 59 2360 487 183
is_linear=0
shrinkage=0.1


Tree=580
num_leaves=31
num_cat=0
split_feature=15 10 19 2 17 4 5 2 6 2 6 6 16 19 16 19 17 17 2 17 6 16 9 5 7 18 9 17 15 15
split_gain=0.000213693 0.000516103 0.000452869 0.000270052 0.0058992 0.00595832 0.00422655 0.00134116 0.000999039 0.000366295 0.00189622 0.0184931 0.0130661 0.00768972 0.00141254 0.00159856 0.000562558 0.000552175 0.000432927 0.000250821 0.000624169 0.00036599 0.000326546 0.00171489 0.000833761 0.00182588 0.000903335 0.000549206 0.0105655 0.0102968
threshold=46.683480308100009 61.977025281250008 14.651182102100002 282.50503784000006 199.84861692095004 372.47712237630009 20.374719724350005 296.99113550545002 15.945372561050002 213.11064599365002 16.505385645700006 16.495385412050002 22.644947046300004 14.151141757350002 18.964955651700002 12.350996516100002 193.10154186985002 189.31157886915003 231.65109648115003 203.00435256470004 14.275333540900002 18.094957686100003 195.94564826430005 22.938948824900006 23.109894804950002 13.131682570750003 197.55459634620004 195.18216166535004 36.124429763000009 34.500740167500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -8 19 11 12 13 14 15 16 -11 -12 -15 22 21 -21 27 24 25 -24 -26 -1 29 -29
right_child=1 -3 -4 4 5 6 8 -9 -10 10 17 -13 -14 18 -16 -17 -18 -19 -20 20 -22 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00013592667774129565 0.00015015759154352227 -0.003721890914230037 0.0028494358645625869 -0.00016527313580667996 -0.091220522001106835 0.056150177156434257 0.046573148832096331 -0.081361827872291112 0.095272452188468804 0.091702660682798573 0.0015014533616134924 0.079026056607825801 0.097580735730309107 -0.10034079670762493 0.081556254439021314 -0.076376512286978712 -0.0084272181180568197 -0.0031510238197198616 -0.07654496771029394 -0.0026043654658010271 -0.0037231533645152811 0.0002187469247042521 0.0016588686509131593 0.005704811419028108 0.0042853037389422128 -0.0065484025277042033 0.00023480108681525199 -0.015382671289078789 0.0014135332799770871 -0.10073027030533954
leaf_weight=12.793098584059047 1.0199845925889284 0.51959220816489837 0.56720078355920023 0.50901341817784107 0.0027516451955307024 0.0010168808861724101 0.0059223261692005194 0.0023444304766996882 0.014590516320887283 0.0012399829197378412 0.50809120342160141 0.014454968855716288 0.0052168538459227412 0.020085556363483192 0.0026810803556145402 0.0019946443583318541 0.0010248495584438133 0.51232083300726572 0.012344634925284481 0.54172997829155578 0.59005276308482724 3.0146905994124609 0.53523161719568146 0.58214698277931631 0.56655262602714884 0.54921073337978576 19.546200015434408 0.048569392987078852 0.55221525579099762 0.019938843499403447
leaf_count=1370 44 92 67 267 3 21 34 170 30 73 30 5 11 41 6 107 69 43 15 293 104 50 27 95 33 47 732 118 29 8
internal_value=2.60041e-07 -0.00115662 4.31556e-05 4.29017e-06 0.00223493 0.0481202 0.0641801 -0.039761 0.0812123 -2.52705e-05 -0.00184261 -0.0192666 -0.0511323 -0.0708377 0.0246937 -0.0110978 0.0463933 -0.000834428 -0.0912829 2.4596e-05 -0.00071103 -0.000211282 0.000111268 0.000350322 0.00020327 -0.00249767 0.000348899 -0.000276873 -0.00318177 -0.0402225
internal_weight=43.0615 1.53958 41.5219 40.9547 0.535639 0.0266258 0.0238742 0.00336131 0.0205128 40.4191 1.07945 0.0590426 0.0445876 0.0393707 0.00694056 0.00425948 0.00226483 1.02041 0.0324302 39.3396 4.14647 3.55642 35.1932 21.7793 21.1972 1.08444 20.1128 13.4138 0.620723 0.0685082
internal_count=4034 136 3898 3831 525 258 255 191 64 3306 400 327 322 311 255 249 142 73 56 2906 447 343 2459 934 839 74 765 1525 155 126
is_linear=0
shrinkage=0.1


Tree=581
num_leaves=31
num_cat=0
split_feature=19 14 5 6 9 15 0 16 5 6 6 3 0 7 16 6 13 5 19 9 5 0 7 6 2 6 0 17 6 6
split_gain=0.000189898 0.00096379 0.000751082 0.000839052 0.00147321 0.000981919 0.00122155 0.000720526 0.000576178 0.000379452 0.00108436 0.00258343 0.000625365 0.00072481 0.000643844 0.00061007 0.0024751 0.000507985 0.00548217 0.0140818 0.0168024 0.0101965 0.0104729 0.00348801 0.00279272 0.00321527 0.000820091 0.000748397 0.00046568 0.00126949
threshold=14.451165964200003 148.67011998770002 20.305669781650003 16.425383776450001 191.98656730705002 37.050691080100002 86.420486603250012 22.644947046300004 23.545618314050007 16.465384711100004 16.505385645700006 93.69276584615001 86.565663342300013 23.779256055650006 22.544947280100004 16.235379337050002 117.46680109370001 19.426367441400004 14.251149826300002 204.89606367675003 19.925387549600003 93.55565448145002 22.747724408400003 15.51536251395 192.44078413960003 14.935348962050002 87.818484831100008 168.59667799010003 15.035351298550003 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 7 -5 -6 8 -4 -7 15 11 -11 13 -12 -14 17 -17 28 19 20 -19 22 23 27 -21 -26 -20 -22 29 -1
right_child=1 2 3 4 5 6 -8 -9 -10 10 12 -13 14 -15 -16 16 -18 18 26 24 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-9.9120614086490235e-05 -0.02107010327642124 0.0041324112605559083 -0.004565552488764473 0.005678336443671759 -0.0023438674480249504 0.0013838859541086474 0.0055625654020381721 -0.00011278196473121069 -0.0025968488740453961 -0.0084287553561797433 5.6957789023253096e-05 1.3427433055015955e-05 -0.00016150540630237103 0.0039649515202163877 -0.0033978789304330106 0.007080189084162661 0.00034444763969219191 -0.084272385200574867 -0.0037132985206573331 -0.10110223091446505 -0.024380966542811543 -0.10029762487727155 0.072644170138422143 -0.10023624139166849 -0.10009173819088686 0.04837370052013832 0.0011706778535024458 0.086126482630483683 -0.0029178584709291583 0.0044611088443504993
leaf_weight=16.912201770044685 0.020594496010746144 0.54645888328968784 0.56188241904671521 0.5822756361914706 1.0237601141202506 1.0908647372780254 0.53470104726875423 1.0287754141027106 0.54539552014200676 0.56543122932521228 5.4933298901837713 1.0099016208899909 1.5153473727420421 0.51946616561235703 1.0342386075644752 0.59421147996264867 6.6594568394173299 0.017162865054004127 0.51527772379631631 0.022084318258634994 0.0010262373182523543 0.0052156507679596556 0.033413695209884103 0.0054251612334989263 0.0028220248647343729 0.0030194606706572813 1.0331589048582825 0.0015213585434955892 0.53929813383910996 0.63331951695903299
leaf_count=1955 35 62 94 61 43 32 16 33 90 31 579 35 31 11 23 100 180 30 18 18 91 57 35 27 86 8 59 46 58 90
internal_value=4.54033e-08 0.000525277 0.000600478 0.000240906 0.00105227 0.000209118 0.00141303 -0.00168567 5.70341e-05 -8.39364e-05 -0.000605534 -0.00301671 -0.000161919 0.000394583 -0.00147434 0.000112064 0.000896231 -0.000176307 -0.00186145 -0.0256201 0.000314405 0.0314665 0.0480718 -0.0549106 -0.0848381 -0.02335 -0.000454577 0.0416112 -2.34803e-05 6.54845e-05
internal_weight=43.051 5.93471 5.91411 5.36765 3.777 3.19472 2.17096 1.59066 1.63626 37.1163 10.1377 1.57533 8.56238 6.0128 2.54959 26.9786 7.25367 19.7249 1.64013 0.0916908 0.063765 0.0466021 0.0413865 0.00797276 0.0279258 0.00584149 1.54844 0.0025476 18.0848 17.5455
internal_count=4034 466 431 369 242 181 138 127 122 3568 710 66 644 590 54 2858 280 2578 475 398 286 256 199 164 112 94 77 137 2103 2045
is_linear=0
shrinkage=0.1


Tree=582
num_leaves=31
num_cat=0
split_feature=19 12 5 2 18 7 0 16 10 7 18 18 6 6 18 16 6 18 16 6 10 18 18 9 8 8 5 0 12 16
split_gain=0.000180621 0.000699121 0.000371287 0.000214556 0.00083939 0.0108167 0.00693804 0.00765892 0.0083807 0.00302633 0.00205693 0.00353612 0.00167523 0.00173418 0.00193551 0.0014041 0.00106376 0.000921143 0.000685523 0.00102687 0.000745007 0.000625859 0.000566862 0.000507427 0.000408868 0.00102621 0.000419897 0.000420788 0.000393933 0.000272125
threshold=14.651182102100002 49.885988093600005 22.53967987815 173.34516805710004 13.893471991850001 23.9417051038 86.756543869550015 22.604947139800004 62.165217350350012 24.940142267700004 15.504699510200002 15.724500043600001 13.835323260100003 13.65531905435 17.323446153950005 17.684958644900004 12.165284239900002 18.827329421950004 22.574947209950004 16.385382841850003 61.923256118600001 15.561419761650003 13.314799198000001 201.97224908750002 8.4434108459500017 8.543332867800002 24.041678002600005 87.818484831100008 196.95882362420002 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 -2 28 18 -6 -7 8 -8 -9 -10 21 13 14 23 16 17 -16 19 -5 22 -12 -20 -13 26 -26 27 -22 29 -3
right_child=2 3 -4 4 5 6 7 9 10 -11 11 12 -14 -15 15 -17 -18 -19 20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.037117026870136016 0.0031683334412249946 0.00011687681008036388 -0.00055886541411563346 -0.00017333682388568942 -0.1003073867231372 -0.083503223087563166 -0.10041398839333607 0.075626790390194459 -0.0030422556653464019 0.0076271801229005039 0.094644206428972005 -0.014257416345201578 -0.1000253325551423 0.10001153703296728 -0.10001126837814794 0.1000127266981103 0.047364864443673958 0.023517936692968089 -0.00047427349186915217 0.005196099230087934 -0.0023506777258423309 0.044392745843117802 0.0041504438248671661 -0.10003166937643426 -0.0058571987122296755 -0.00079649637482943902 0.00066105588523452524 -2.6156104429381313e-06 0.0020222911768495466 -0.000970156939563824
leaf_weight=0.0050650559044161927 0.52845473896013462 28.053565192065264 0.54075354263858344 1.0142000187264351 0.011450271537670642 0.01031237384860606 0.0087498975533435441 0.01756041247426765 0.52900387386817438 0.010433566392748617 0.0055276467690390588 0.0010059760988654562 0.0016875017319506478 0.0016954692255239942 0.0014925228832390058 0.0017032902196660871 0.0020281419529055711 0.0010136090839308054 0.51620142439836392 0.54895727186749699 1.552911780541762 0.0044929683958565836 0.54471351613005936 0.0021937065398933697 0.54314690760473938 1.5277821266577438 2.0224896215480221 1.5008152095688272 1.0232739960829338 2.508895804255018
leaf_count=13 29 2227 48 90 124 23 45 38 203 22 11 149 28 5 128 15 13 245 18 134 33 35 41 51 29 51 57 9 15 105
internal_value=-1.87987e-07 -3.28836e-05 0.0012833 -3.73673e-05 -0.00043176 -0.00402954 -0.00218882 -0.000764155 -0.00331325 0.0502828 -0.00177365 0.0276079 -0.00717827 0.00689553 -0.00983343 0.0226021 -0.00647699 -0.0500497 -0.000207028 0.00171233 -0.000572553 0.0721128 0.00190023 -0.0730644 -0.000939611 -0.00212378 -0.00045651 -0.00119668 9.22615e-05 2.76414e-05
internal_weight=43.0416 41.9724 1.06921 41.9673 10.3816 0.610351 0.598901 0.588589 0.560595 0.027994 0.551845 0.0228408 0.0128202 0.0111327 0.00943725 0.00623756 0.00453427 0.00250613 9.77122 1.56316 8.20806 0.0100206 1.06091 0.00319968 7.14715 2.07093 5.07622 3.05373 31.5857 30.5625
internal_count=4034 3957 77 3944 1597 1135 1011 988 928 60 883 680 634 606 601 401 386 373 462 224 238 46 59 200 179 80 99 42 2347 2332
is_linear=0
shrinkage=0.1


Tree=583
num_leaves=31
num_cat=0
split_feature=15 13 19 18 16 0 12 16 5 18 15 7 3 13 19 6 13 10 0 16 9 10 6 9 13 7 17 2 0 7
split_gain=0.000220785 0.000499911 0.000345187 0.000221881 0.00101253 0.00313962 0.0241194 0.0113498 0.0115002 0.0164482 0.0161417 0.0152396 0.00164487 0.013634 0.0156699 0.00630077 0.000949329 0.00973306 0.00987776 0.0049869 0.00994851 0.00631833 0.00819086 0.0101943 0.00527502 0.00296116 0.00284365 0.00543259 0.00209039 0.0018221
threshold=46.683480308100009 117.61735474900001 14.651182102100002 13.946975448150001 20.784951395750003 93.805681087600007 97.388883832800005 20.629951758200004 17.679107616400003 14.395252042950002 31.385732506450001 24.412498046750006 84.812788641250009 109.46594969745001 13.351077205700003 14.845346859150002 116.72209819155002 64.665483411650015 87.48511602295001 20.824951302200002 197.29115675710003 70.897329358050015 15.760368238450001 188.96048214565005 110.59241365410001 22.381996090050006 192.41413881610001 103.92649527695001 85.861287312150012 20.861906850000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 16 5 6 -5 8 -8 10 -10 -11 -7 14 15 -14 17 18 25 20 21 22 23 24 29 28 27 -22 -1 -19
right_child=1 -3 -4 4 -6 12 7 -9 9 11 -12 -13 13 -15 -16 -17 -18 19 -20 -21 26 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018944822429590089 -0.0037059013185503156 0.00010862164458721577 0.0024964919314287327 -0.10070487586012151 -0.003250038635505827 -5.6164236298814447e-06 0.088286910364956228 0.099503372900855258 0.033763437650013488 0.079145943078791955 -0.083985253508912158 -0.042982997474726621 -0.10010901570384133 -0.00092010247527305855 -0.10020652516299122 0.054842283669613183 6.2876841320431059e-05 0.04792034174461262 0.098812623702326421 -0.00035977552380856049 -0.02645043913083597 0.090957354102832289 0.064800741945891874 -0.082306065958616684 0.10003856460362477 -0.10010742194097107 0.099830476985963257 0.099606935590921819 0.10002278073766242 -0.067124037328113312
leaf_weight=0.0051863320402397717 0.51822015169421565 1.019418347045401 0.56576235720785817 0.016310339359292603 1.0680131828287347 14.900571458083384 0.018666283210958312 0.019077000415563816 0.019011989284640506 0.034929065349830458 0.030034010706003755 0.014441703659940686 0.0033152172963796236 0.52947160381700087 0.03003823499398095 0.012590742664542631 23.084120627758629 0.0020121424320542203 0.020445261021166061 1.0414716112500171 0.0067059556415189903 0.0063776602216712433 0.0097537499939621686 0.020735462923767045 0.0059686294625862502 0.0032358317312173313 0.016090579803858418 0.0069743959638799424 0.0020650530350394547 0.0043594254420781242
leaf_count=307 92 44 67 9 143 1776 49 11 30 34 21 39 161 27 55 18 791 29 20 47 32 44 11 24 9 10 6 13 3 112
internal_value=-2.86389e-07 -0.00117696 4.33136e-05 9.40575e-06 -0.0002711 -6.75265e-05 0.0142121 0.0279778 0.0163237 0.00267477 -0.0383416 0.0434214 -0.00020821 -0.00545444 -0.0577093 0.0225464 0.000202654 0.00300505 0.0583405 0.00147739 0.0257038 -0.00190248 -0.0157301 -0.039478 0.0324868 -0.0205615 0.0713331 0.037815 0.0149348 -0.030793
internal_weight=43.0354 1.53764 41.4977 40.932 16.6965 15.6285 0.15247 0.13616 0.117083 0.0984168 0.049046 0.0493708 15.476 0.575416 0.0459442 0.015906 24.2355 1.15138 0.0309325 1.12045 0.078978 0.0492071 0.0428294 0.0330757 0.0123402 0.0104872 0.0297709 0.0136804 0.00725139 0.00637157
internal_count=4034 136 3898 3831 2373 2230 193 184 173 124 51 73 2037 261 234 179 1458 667 340 327 280 229 185 174 150 320 51 45 310 141
is_linear=0
shrinkage=0.1


Tree=584
num_leaves=31
num_cat=0
split_feature=15 10 19 16 19 0 19 5 9 6 0 10 4 10 4 12 3 7 18 5 15 8 16 3 18 3 3 7 17 9
split_gain=0.000178769 0.000403651 0.000280014 0.000207336 0.000342091 0.00102185 0.000747184 0.00113617 0.00135128 0.000640214 0.000303496 0.00413695 0.00947715 0.00763893 0.00291927 0.00114652 0.000580516 0.000736202 0.000545398 0.000417159 0.000874077 0.00249952 0.00103689 0.000651916 0.00050271 0.000988025 0.000389299 0.000317117 0.0128501 0.005574
threshold=46.683480308100009 61.977025281250008 14.651182102100002 22.764946765650006 14.551174033150001 86.83719761350001 14.451165964200003 22.783584484750005 196.64273721640004 16.575387281250006 85.764502819450016 62.041548276350007 180.93811691895004 61.87486387225001 197.64724210580002 164.26638063525002 93.499196860750018 23.271765593750004 13.077716774800001 23.928204628200003 41.195083317300011 8.543332867800002 22.644947046300004 93.281431752200021 13.4793103924 92.864720741950009 93.023339771650015 23.604435110900003 196.70243143610003 192.31210988165003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 9 8 -8 10 11 12 -1 15 -15 -14 18 -18 26 20 22 -22 23 24 25 -20 -12 28 29 -26
right_child=1 -3 -4 -5 5 -7 7 -9 -10 -11 16 -13 13 14 -16 -17 17 -19 19 -21 21 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.10026074185790097 9.7767974379137773e-05 -0.0033273578621971969 0.0022505317109578118 0.0018799140679920388 -0.0048945514054000404 0.00041195771480163201 0.0021117811995573169 0.0056737242678250414 -0.0036021746384296855 -0.0027203831156064665 0.00027732649391836323 2.0504674164424266e-06 -0.10047473755879421 0.099867195689391355 0.03043381024267271 -0.0031699903160494615 -0.0028705374365535019 1.1843017939543183e-05 0.005176050704522886 -0.0028333565077502988 0.0076057772307687845 -0.00013326365615442729 -0.0044467260864333785 -0.0025135849411153533 -0.0013705261781569956 0.00037467017792377626 0.0030328951868382158 -2.3224566260804614e-05 -0.061903096004512936 0.039031427130059408
leaf_weight=0.0045294778482559547 1.0193457615317902 0.51939330111362059 0.56488422250913473 0.58374351274568326 0.55991540778253934 1.0312399007561905 1.5620827513303117 0.5564524294007035 0.56305939317644504 0.89487855066847899 1.01677686448486 0.50635007512679586 0.0028730237610048439 0.017343355304547003 0.0093036361549820867 0.0020931113430743414 1.5767501995599098 2.0230834931135178 0.54394053372249773 0.5178765959568733 0.57598961109940505 1.515081430710097 0.54385279938287467 1.0189226144429984 0.52011220183869111 2.020893407141557 1.0341599354287607 21.641306991324498 0.03416206908966446 0.036547240484651411
leaf_count=14 44 92 67 83 63 40 52 49 74 425 36 109 16 53 29 61 49 14 70 24 53 19 32 14 228 23 18 2066 43 74
internal_value=4.31783e-08 -0.00105837 3.93075e-05 8.77747e-06 -1.8306e-05 -0.00145536 4.07202e-05 0.00165114 0.000597861 -7.90491e-05 -1.18267e-05 0.00233512 0.0350209 0.0544039 0.0756249 -0.059463 -4.86037e-05 -0.00125066 9.0895e-05 -2.06758e-05 3.05221e-05 0.00199847 -0.000125592 -3.45601e-05 6.73045e-05 0.00139293 0.00166679 -8.56276e-05 -0.0023714 0.00128205
internal_weight=43.0169 1.53874 41.4782 40.9133 40.3296 1.59116 38.7384 2.68159 2.12514 36.0568 35.1619 0.542493 0.0361426 0.0316131 0.026647 0.00496614 34.6195 3.59983 31.0196 28.9687 28.4508 2.09107 26.3597 25.8159 24.797 2.56483 2.05094 22.2321 0.590822 0.556659
internal_count=4034 136 3898 3831 3748 103 3645 175 126 3470 3045 282 173 159 82 77 2763 63 2700 2646 2622 72 2550 2518 2504 93 54 2411 345 302
is_linear=0
shrinkage=0.1


Tree=585
num_leaves=31
num_cat=0
split_feature=16 8 3 8 14 10 13 0 3 15 19 18 15 5 10 2 0 4 7 13 15 16 6 5 7 3 17 16 9 10
split_gain=0.000190066 0.00112247 0.000279046 0.00892346 0.00554191 0.000892244 0.00223582 0.000292725 0.000567034 0.00100443 0.0012841 0.000665289 0.000584101 0.000749453 0.0015952 0.00136408 0.00091109 0.00120647 0.000840434 0.0012007 0.000570879 0.002778 0.00219023 0.000787458 0.00129081 0.00051262 0.000238046 0.00140937 0.00878377 0.0112085
threshold=22.704946905950003 8.543332867800002 93.846007959550022 8.2435668022500028 156.61564208075004 62.046925192600007 117.54207792135001 85.812895065800021 93.620177476600006 45.560261772200008 14.451165964200003 13.091807150500001 45.169600924000008 22.649179082500002 61.93938686740001 173.34516805710004 86.329079026800017 180.46793256865001 23.667467222350002 117.62810858150002 37.870720399650004 22.604947139800004 16.525386113000007 22.327062271350005 23.9417051038 93.023339771650015 190.38166638035003 16.674961006700002 188.63457064660003 71.015621515800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 -4 -5 -6 -7 -1 11 10 -10 25 13 16 -15 -16 17 -13 19 -17 22 23 26 24 -22 -9 27 -18 -29 -30
right_child=1 -3 3 4 5 6 -8 8 9 -11 -12 12 -14 14 15 18 20 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0011634026246112566 0.0032981644853226802 -0.0022707331831162652 -6.7954792357981413e-05 0.0059985582050059126 -0.10013216857125734 -0.10009518012639558 0.020941896129997556 0.00019303328144110675 -0.0072549541867015111 0.0001686381245172699 -0.00032904477067311323 0.00030039816204836822 -0.0032638949891306843 0.0064815500757958713 0.0047054543439219538 -0.0061282993779751263 -9.7041145467825483e-05 -0.0045390246229711139 0.0020981809084315781 0.00069324999122970124 0.005270255156709619 0.0075938547986091447 -0.0063807434435863251 -0.0022924375634022286 -0.00039383592296295404 0.0033463284241006183 0.00017168898308944384 -0.0004650939617959759 -0.013792424656277289 -0.10024385300583993
leaf_weight=2.0589472229623231 0.91710126887482946 0.59790666047399554 1.0186263890419884 0.0098589050753616903 0.013581099460976631 0.0041118627275297239 0.0024269515479318216 1.0203663033396702 0.5420560032489441 1.5112017211122291 0.52889963281631935 1.0053216927408279 0.56092164335268435 0.5351843215757971 0.53912178842801983 0.52747473119948318 6.6352748179791741 1.0565228762243348 0.53298599324023133 0.50512846396304667 0.54688126538167336 0.5676291994168422 0.55587701570413983 1.019455514537787 1.5223769952393125 1.0420393839449387 17.044635029860061 0.51220058226274812 0.056642165537596156 0.020397509339090902
leaf_count=39 47 111 609 15 86 62 4 43 28 22 18 27 66 13 17 43 699 33 36 4 24 45 50 30 66 22 1592 84 41 58
internal_value=2.00166e-07 0.00110037 -3.99665e-05 -0.00165052 -0.0554231 -0.0855201 -0.055171 1.7871e-06 -6.05154e-05 -0.00149169 -0.00383454 4.26928e-05 -6.38719e-05 -9.77922e-06 0.00160673 0.000367163 -0.000149496 -0.0021794 -0.00112676 -0.00279134 -2.546e-06 0.00116403 -0.000174365 -1.76129e-05 0.00110312 0.00178625 -3.22095e-05 -0.000513263 -0.00520022 -0.0366818
internal_weight=43.0112 1.51501 41.4961 1.04861 0.0299788 0.0201199 0.00653881 40.4475 38.3886 2.58216 1.07096 35.8064 33.744 33.1831 2.6399 2.10471 30.5432 2.06184 1.56559 1.0326 28.4814 3.65634 24.825 3.08871 2.06926 2.06241 24.2692 7.22452 0.58924 0.0770397
internal_count=4034 158 3876 776 167 152 66 3100 3061 68 46 2993 2928 2862 113 100 2749 60 83 47 2689 165 2524 120 90 65 2474 882 183 99
is_linear=0
shrinkage=0.1


Tree=586
num_leaves=31
num_cat=0
split_feature=19 12 5 5 6 6 16 2 9 19 9 9 4 2 12 17 4 13 19 17 17 9 9 15 0 15 7 15 18 16
split_gain=0.000167336 0.00106113 0.000789101 0.000883721 0.0007422 0.00209996 0.00383591 0.000575606 0.000446604 0.000396517 0.000361076 0.000877168 0.000755237 0.0162625 0.00564137 0.00376704 0.00711884 0.00510902 0.00106331 0.000748191 0.0016156 0.00097808 0.000579228 0.0005612 0.00328062 0.00219713 0.00104249 0.00051892 0.00168721 0.00044872
threshold=14.451165964200003 89.368262418900017 20.305669781650003 21.043187000650004 16.425383776450001 16.535386346650004 22.564947233300003 159.16196025500003 181.33671263215004 14.651182102100002 198.96357396150003 200.84017322135003 159.10550013555002 68.946226135900005 93.660658182900008 183.35201426355002 258.34517449385004 108.65403534205002 12.551012654050002 194.17433468975003 183.58889821140002 200.52256857420005 198.16621393750003 20.903251014350001 102.70985441565001 20.313914079200003 25.797620402650001 24.545953118950006 14.829319678250002 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=10 -2 -3 -4 9 6 -6 8 -7 -5 22 19 18 -14 -15 16 17 -16 -13 20 -12 -22 -1 24 25 26 -17 28 -25 -29
right_child=1 2 3 4 5 7 -8 -9 -10 -11 11 12 13 14 15 23 -18 -19 -20 -21 21 -23 -24 27 -26 -27 -28 29 -30 -31
leaf_value=-0.00033633793618232706 -0.021729486180940002 0.0041954927776312132 -0.0018044644183779696 -0.0031052790871048922 -0.0011188172901080262 -0.0012687372843169197 0.010604661758096949 -0.0030883722591114053 0.0027969968641550977 0.0007683558945966425 0.00039873953670001945 3.3538516658410461e-05 -0.10044065803997322 0.078021874442595451 -0.10034972069097153 0.021146324265649077 0.068237559098580425 0.00013894582568200922 0.0055266334661124199 -4.2732062499065598e-05 0.0083374241204926466 0.0023595630211623209 -0.0036252856224870175 0.0016912046912509915 0.00048836911559330793 -9.0427281036794077e-05 0.058441845810079246 7.5795133070852733e-05 -0.0062816979365315252 -0.0013886155480106188
leaf_weight=14.387713723573359 0.021409213703012742 0.54600104627456847 1.554039760340401 0.54438506776711493 0.51655140098591823 0.50303023922606349 0.60714123397346276 0.53646318107905688 0.58365065047883036 0.51353815941854464 1.506877714041525 1.0023404719880478 0.016216638218563229 0.0092032265406495339 0.013568060378949975 0.012471130377888495 0.0051210855709626904 0.0080679397759126914 0.54345487329396736 2.0162418199770684 0.56564021547251264 0.53031814401765587 0.55617009108846183 0.50803051710136038 0.50643659752149617 0.018273852628908571 0.018782350453761865 11.750722824347116 0.55579997274651216 2.5457382110625657
leaf_count=2175 37 62 53 90 8 6 85 58 53 14 18 28 24 6 121 16 31 25 70 46 26 14 40 6 150 15 34 519 131 73
internal_value=-9.49405e-08 0.000493316 0.00057389 0.000204889 0.0010256 0.00189238 0.00521548 -0.000408184 0.000914947 -0.00122494 -7.8959e-05 0.000177463 -0.000145834 -0.000350144 -0.000248395 -0.000293577 -0.0377836 -0.0628781 0.00196474 0.00140331 0.00252346 0.00544482 -0.000458743 -0.000230552 0.0028906 0.0274544 0.0435597 -0.000343521 -0.00247425 -0.000184969
internal_weight=43.0034 5.92621 5.9048 5.3588 3.80476 2.74684 1.12369 1.62314 1.08668 1.05792 37.0772 22.1333 17.5142 15.9684 15.9522 15.943 0.0267571 0.021636 1.5458 4.61908 2.60284 1.09596 14.9439 15.9163 0.555964 0.0495273 0.0312535 15.3603 1.06383 14.2965
internal_count=4034 466 429 367 314 210 93 117 59 104 3568 1353 1249 1151 1127 1121 177 146 98 104 58 40 2215 944 215 65 50 729 137 592
is_linear=0
shrinkage=0.1


Tree=587
num_leaves=31
num_cat=0
split_feature=9 9 9 15 9 4 12 4 12 8 19 17 10 2 15 10 15 5 12 16 0 7 15 2 2 2 15 17 16 2
split_gain=0.000167347 0.000771088 0.000500317 0.000835773 0.000505753 0.000446148 0.00034618 0.00581714 0.000623901 0.000635363 0.000566042 0.00150927 0.0380221 0.00198185 0.00237182 0.000989832 0.000564225 0.0092205 0.0101921 0.00811138 0.0312833 0.0110494 0.00233774 0.00217573 0.00558937 0.00401727 0.00159624 0.00282452 0.000632641 0.00118443
threshold=210.65484416470002 212.35746315350005 209.86393725660002 31.385732506450001 207.69346988305003 191.03149642590003 90.84682862195001 157.07313959035005 69.826413229550027 8.2435668022500028 12.751028791950002 186.81084395895002 75.634392583900009 116.68694986600001 25.621990087700002 72.378669787950017 30.501457990950005 17.324237253850004 97.388883832800005 18.404956961200003 94.047642319350018 23.433599577300004 28.504445985850001 69.881082014850008 71.340832650850004 72.043920985000014 33.005488016050009 179.11813834395002 22.544947280100004 133.20345888755003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 -1 -10 11 -9 13 -13 -15 16 17 -12 -19 -20 21 22 -21 -18 -25 -26 -27 -28 29 -29
right_child=1 5 3 -5 -6 -7 7 10 9 -11 15 12 -14 14 -16 -17 23 18 19 20 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0023004637589464604 -0.0041146592016825809 -0.0028455912238969806 0.0049855959524832804 -0.00068813613829375427 -0.0029809529417973123 0.00023489749627508523 0.065563319127916769 -2.6061222898720945e-05 -0.0045575062483073307 -0.00075982674428552342 -0.00013309318338345342 0.10039396434039345 0.00018373113239092152 0.026548816501874375 0.098691267736364052 -0.0043035798578707095 0.09897035511086831 -0.029391344410063133 0.092728023212232114 0.01601575726229644 -0.10025399240496298 0.087989219297638921 -0.10021832069129065 -0.10019061293139248 0.083226712102210942 -0.0053622028636351555 -0.10022217262581178 0.0053823302123820992 -0.0001565745764892119 0.00053165754416372216
leaf_weight=0.5292016276929673 0.53865105267370417 0.53089436099105647 0.53580289293102967 0.50369825223231146 0.55617432329680028 4.109328631073347 0.013593621998551408 2.5478539927132031 0.53260903109841962 2.5484698416953506 1.5317998223164475 0.035282945260405797 1.0409159249361717 0.0098680214122420437 0.008467773992435923 0.52826279420576128 0.002219030840023061 0.022840552924748264 0.025755684275571317 0.0031145042984737073 0.014860610569940036 0.038383626466384158 0.0038933764887545408 0.0055728985462363259 0.0057939233229288281 0.55405030019749801 0.002808250454569782 0.57367994860396621 21.534595263461473 4.1085959946347828
leaf_count=43 101 69 40 8 178 468 8 742 110 74 48 4 500 45 12 178 4 38 140 120 21 29 35 5 21 151 8 124 607 103
internal_value=-1.661e-07 -0.000533282 7.28396e-05 0.00223635 1.16909e-05 -0.000117545 5.76412e-05 0.0001605 -0.000871499 -0.00141631 0.000133227 0.00130813 0.00441386 0.0865346 0.0598654 -1.45635e-05 6.51372e-05 0.00186529 0.0299882 0.0457572 0.0256788 0.0669076 -0.0485605 -4.51174e-05 -5.33204e-05 -3.24815e-05 -5.04991e-05 6.1743e-05 7.2485e-05 0.00112597
internal_weight=42.997 5.17887 37.8182 1.0395 36.7787 4.64022 36.2225 32.6122 3.61028 3.08108 32.5986 3.64239 1.09453 0.0536187 0.0183358 28.9562 28.428 1.64065 0.108848 0.0860078 0.0602521 0.0453915 0.00700788 26.7873 26.7851 26.7795 26.7737 26.2197 26.2169 4.68228
internal_count=4034 638 3396 48 3348 537 3170 2943 227 184 2935 1303 561 61 57 1632 1454 431 383 345 205 184 155 1023 1019 1014 993 842 834 227
is_linear=0
shrinkage=0.1


Tree=588
num_leaves=31
num_cat=0
split_feature=6 6 5 6 12 4 12 17 15 10 3 16 3 4 9 13 18 6 0 6 7 17 19 0 17 2 17 6 18 9
split_gain=0.000179713 0.000544401 0.00150337 0.0122163 0.0067629 0.00644789 0.010681 0.00309439 0.00279254 0.00385617 0.00106182 0.000743756 0.00113991 0.000463567 0.00116686 0.000452185 0.000391744 0.000512099 0.00153665 0.000387756 0.0021214 0.000665478 0.000578104 0.000392932 0.00085318 0.00325552 0.000446559 0.000558122 0.000584669 0.000395687
threshold=16.465384711100004 16.285380505300001 20.769304081650002 15.635365317800002 368.00406080990007 257.02843249410006 158.77822473985003 189.95176274255002 38.098890576000009 65.907551067950024 92.781378539900018 22.644947046300004 93.579850604650019 271.38025028115004 196.26893085885004 107.70500962200002 13.036600629150001 16.425383776450001 86.692020874450009 16.505385645700006 23.109894804950002 197.20536406400001 14.451165964200003 86.479632682150012 188.19076296340003 154.94328103605002 188.95754880325003 16.515385879350003 13.754580103150001 194.56033515110002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 8 6 7 -5 9 15 -3 13 -13 16 -15 -4 -12 18 -18 20 -2 23 -22 24 29 -26 -27 -28 -29 -21
right_child=19 10 3 5 -6 -7 -8 -9 -10 -11 11 12 -14 14 -16 -17 17 -19 -20 21 22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=2.3581858710979524e-05 -0.0067864232094253518 0.0049061816495211096 0.016121869107615046 -0.01181679446042024 0.045247370192009972 0.0020325212043599598 -0.059254423690666413 0.056562693203393036 -0.097169658808820447 -0.10019150088295981 0.0022549311019491982 0.0061924622194527235 -0.00036440656039265227 -0.00036668636830987117 0.00538412039227322 0.099904346687104795 -0.0062741432367248683 -5.7731161930075245e-05 0.0013801136210749893 -0.00074740838510170256 -0.0020728219123579512 -0.0032952072093481843 0.00083885687492886267 -0.00075253391527723128 0.0086532323600575483 0.002739466714425696 0.0020309101474083307 -0.0042518462847880708 0.00047668975738201808 0.0014813327887211944
leaf_weight=19.642747856821387 0.56932804322932407 0.59278672890923267 0.0010573521617887318 0.013963884698720896 0.0048856267139613099 0.54760488917977046 0.045425148405229265 0.012580039416207001 0.023257607396203639 0.0028029569646428054 0.52251124299498464 0.54002799524459966 0.52088728527430916 1.0145992279629377 0.54094074272527581 0.0016485529477892058 0.54248966374714214 3.5240707513951577 0.50778305064886808 3.4590242033893306 1.0263168229413966 0.57524453922237029 2.0319514999241619 3.0349430203568772 0.57957112830263247 0.51202010494580497 0.51542920931319702 0.54626836347150554 0.50159880518913269 1.0349193172822859
leaf_count=2282 59 87 94 32 28 70 21 8 72 71 35 27 25 32 35 9 39 100 4 491 31 98 27 37 51 6 11 55 2 95
internal_value=7.2077e-07 0.000145729 -0.000133367 -0.00485288 -0.0635313 -0.00166577 -0.0298057 0.0205905 -0.082006 -0.0179871 0.000827702 0.000514261 0.00297318 0.000122117 0.00163316 0.0671657 -0.000339049 -0.00063535 -0.00257348 -0.000287571 -0.00118165 1.38844e-05 -0.000138266 0.000200803 0.00060553 0.00202686 0.000176315 -0.000663183 -0.00198836 -0.000234147
internal_weight=42.9887 28.6021 20.296 0.653226 0.0336521 0.619574 0.0719691 0.0265439 0.0287665 0.00550886 8.3061 7.71331 1.06092 6.65239 1.55554 0.00270591 5.09685 4.57434 1.05027 14.3866 3.6276 10.759 3.05827 10.1838 7.14883 2.65489 2.07532 1.5633 1.04787 4.49394
internal_count=4034 3071 2687 405 274 131 61 40 246 174 384 297 52 245 67 103 178 143 43 963 117 846 58 748 711 125 74 68 57 586
is_linear=0
shrinkage=0.1


Tree=589
num_leaves=31
num_cat=0
split_feature=16 8 5 6 15 5 0 13 6 2 2 5 5 18 9 16 17 17 6 16 5 12 0 5 18 18 19 18 17 6
split_gain=0.000171751 0.000969527 0.000218675 0.00117659 0.000926276 0.000602056 0.000817291 0.000968256 0.000367919 0.000986033 0.00125272 0.000964595 0.000549148 0.000717467 0.00154437 0.00143726 0.000568238 0.00105222 0.000441383 0.00138468 0.00097985 0.0086207 0.0222976 0.00957404 0.00336441 0.00904671 0.000418223 0.00128364 0.00025107 0.000567933
threshold=22.704946905950003 8.543332867800002 23.455765688150006 16.405383309150004 42.713473568600008 23.700766800900002 86.162394622750014 117.60660091645001 16.455384477450004 176.84505046235003 217.08409765600001 22.649179082500002 21.723721974650005 13.036600629150001 199.17419511990002 22.574947209950004 186.26099832155003 197.38773738110004 16.265380038000004 22.554947256700004 20.769304081650002 216.55112120135001 89.415428960600011 21.788492303450003 13.276755824150003 13.154691941050002 14.351157895250003 13.376114027300002 205.83789591070004 13.975326531250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 -5 7 -7 11 12 -11 18 13 -10 15 -15 -14 -18 20 -20 28 22 24 -24 25 -22 -21 -28 -1 -30
right_child=1 -3 3 5 -6 6 -8 -9 9 10 -12 -13 16 14 -16 -17 17 -19 19 26 21 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00012779071091921501 0.0030904311956997748 -0.0020880217973045243 -0.0050896399515143265 -0.0033100211343415212 0.0041580853568983084 0.00052016859640397308 0.0038995887509161854 -0.0041940791696984054 0.0008001848866772993 -0.0066305116296060118 0.00017861337615596615 0.0043640170232036243 -0.001035559170655147 -0.00093879243872243786 -0.00034081941650391205 -0.0082630825493041366 0.0040308966322989484 -0.00047757088312695142 0.0054751691318450455 -0.000529422322467319 -0.10027340705352959 0.00034933508217247964 -0.028368780519769477 0.082950027277656005 -0.10087725179892802 0.094777202520479165 0.0055516455332211764 -0.00010551151478954122 -6.1230187261404037e-05 -0.0038556594505710765
leaf_weight=17.574879658966783 0.91614843813294899 0.59722936339738908 0.53622948026697681 0.5145213457346921 0.53922956669200672 2.5311929191585203 0.54888075650160306 0.5262590505373187 2.0334399687853866 0.56553023324749918 0.51737304028392828 0.54042563639904173 1.017967069186309 0.51410501908063089 3.0243630892687419 0.55948773966520093 1.0698912588268288 1.0029342608104341 0.59070775128930009 2.5319812726920645 0.0072113471726960171 0.52756994480861896 0.015268721939567742 0.015639989940247401 0.030931226282054122 0.0035477786987030413 0.54502618160404415 1.5188397182064362 1.5318580291982216 0.53126395302780327
leaf_count=1740 47 111 143 12 55 459 26 132 28 35 34 49 16 12 43 33 37 9 128 29 61 103 24 22 19 7 59 25 461 75
internal_value=4.56021e-07 0.00104684 -3.77332e-05 -0.000683348 4.3949e-05 -0.000109975 0.00034658 -0.000291264 -1.72158e-05 -0.000522773 -0.00337735 0.000183431 -0.000187578 -0.000735455 -0.00149745 -0.00475574 0.000899279 0.00184948 9.45685e-05 0.000917618 -0.000116359 -0.00409657 -0.0364045 0.0279592 -0.0841229 -0.0359562 0.000331832 0.00138843 5.28249e-06 -0.00103831
internal_weight=42.9799 1.51338 41.4666 4.65708 36.8095 4.12085 3.60633 3.05745 36.2702 10.3051 1.0829 25.9652 9.22219 6.1314 4.09796 1.07359 3.09079 2.07283 25.4247 5.18655 20.2382 0.600169 0.0725991 0.0309087 0.0416904 0.0107591 4.59585 2.06387 19.638 2.06312
internal_count=4034 158 3876 772 3104 629 617 591 3049 247 69 2802 178 116 88 45 62 46 2753 241 2512 236 133 46 87 68 113 84 2276 536
is_linear=0
shrinkage=0.1


Tree=590
num_leaves=31
num_cat=0
split_feature=19 14 5 8 10 5 9 15 3 5 5 16 16 16 13 6 0 16 7 18 7 9 0 9 8 7 4 7 16 7
split_gain=0.000164567 0.000759039 0.000644871 0.000856769 0.00127653 0.000752564 0.00276054 0.0150936 0.00727923 0.0050772 0.000514152 0.00051663 0.00079691 0.000308089 0.000939131 0.00294679 0.00246061 0.0268085 0.0134262 0.0190721 0.0147052 0.0104241 0.00454182 0.0048009 0.00242884 0.00103722 0.000700363 0.0044097 0.0239646 0.00376234
threshold=14.451165964200003 148.67011998770002 20.305669781650003 8.4434108459500017 62.00390986255001 20.872540794500004 181.33671263215004 43.890399822900008 93.281431752200021 21.566902724800006 21.336111252450003 22.794946695500006 22.604947139800004 22.534947303500005 112.64908412395 16.405383309150004 93.55565448145002 19.974953289850003 24.385896469550001 14.164583421250002 23.549545123900007 197.29115675710003 93.399723909900004 188.96048214565005 5.9453602998000008 20.861906850000004 241.36451620315003 24.024273989350004 21.569949560100003 20.983556584300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 5 10 -4 -7 8 9 -8 -5 12 -12 14 16 -16 17 18 19 20 21 22 23 24 25 -1 27 28 29 -17
right_child=1 2 3 4 -6 6 7 -9 -10 -11 11 -13 -14 -15 15 26 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012206309187564631 -0.01891477547255432 0.0038361532213931544 -0.0006501723700049972 -0.0026670601585394313 -0.0051482996652163198 -0.00043979924608932117 0.09678425821693333 0.0011332335877612346 0.013975678642423675 0.037052040270098223 -0.00057287435770247963 -0.0014638052710475985 0.0049528832834626422 -0.00038627631111981634 0.0080212846737698924 0.041940638685991058 -3.1071124417136473e-05 -0.10023049130353248 -0.080437601310951554 0.097861504246380945 -0.09869566296380404 0.096295415424697828 0.10007407048890925 -0.06877848094025521 0.10004142507559617 -0.10002743886741045 -0.00032564874357462895 0.0012724290650877254 0.099677784191382401 -0.10024636034522715
leaf_weight=0.0032957625170992383 0.02008975663921031 0.54406779301962149 1.010956847428133 0.50454684450232967 0.58907128777046036 1.0084405716479521 0.028362789912080077 0.53243891832909496 0.048103927678312175 0.028558110756421229 0.50127355620315917 0.55808678993133742 0.54447575815264315 17.288696682910619 0.60387035113845522 0.0022842426511425771 15.992095506353412 0.027843045227200491 0.013301358129382379 0.026012499376652252 0.013111010900019676 0.013077011657068205 0.0029843900993000707 0.012965747388079762 0.0030749229717912385 0.0010976638389630922 2.5133195079817545 0.50428340584039688 0.022421969253628049 0.010042750934076139
leaf_count=169 35 62 24 6 100 14 14 47 30 30 5 56 43 421 100 274 2140 44 17 62 13 11 2 10 11 113 103 2 61 15
internal_value=2.45936e-07 0.000489899 0.000555991 0.000222684 -0.00103273 0.00149728 0.0028163 0.00796731 0.0426137 0.0668157 0.000117138 0.000993012 0.00230415 -7.79646e-05 0.000191718 0.00163859 -0.000136677 -0.0146007 0.012212 0.0285091 -0.00785775 0.0247758 -0.0151612 -0.0319912 0.0318748 -0.0158344 0.000375852 0.0036467 0.0381026 -0.0738985
internal_weight=42.9723 5.91847 5.89838 5.35432 2.69745 2.65686 1.6459 0.637464 0.105025 0.0569209 2.10838 1.60384 1.04575 37.0538 19.7651 3.65622 16.1089 0.116763 0.0889204 0.075619 0.0496065 0.0364955 0.0234185 0.0204341 0.00746835 0.00439343 3.05235 0.539032 0.034749 0.012327
internal_count=4034 466 431 369 210 159 135 121 74 44 110 104 48 3568 3147 555 2592 452 408 391 329 316 305 303 293 282 455 352 350 289
is_linear=0
shrinkage=0.1


Tree=591
num_leaves=31
num_cat=0
split_feature=16 2 7 18 8 2 12 13 3 18 18 18 7 9 15 5 6 16 16 3 19 9 18 7 14 18 17 2 9 17
split_gain=0.000181605 0.000283459 0.000926818 0.000612415 0.000273441 0.000425554 0.000647938 0.000620418 0.000406663 0.000826714 0.00183887 0.000804489 0.000791034 0.00867593 0.000511077 0.000902 0.000497462 0.00083433 0.000459066 0.00611532 0.000726837 0.00102908 0.000682194 0.00502404 0.000320862 0.00218225 0.00132743 0.000762021 0.0004033 0.00167337
threshold=22.764946765650006 60.327272492300004 23.699538637550003 12.971888692100002 8.7431769115000026 199.66651340635002 121.36065266065002 117.68725466035001 93.281431752200021 13.276755824150003 13.162733570450003 13.390703749000002 23.109894804950002 190.73543849905005 45.169600924000008 23.389417063900002 16.525386113000007 22.654947022900004 22.574947209950004 93.69276584615001 14.451165964200003 181.33671263215004 12.933745112000002 23.296055099200004 177.36626049935003 14.766576839600001 162.57770630285003 72.043920985000014 206.75106037490002 192.20712075930001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 -6 -8 9 10 -3 18 13 -11 15 16 17 24 19 -10 22 -22 -20 -24 25 27 -26 -14 -28 -30
right_child=-2 4 -4 -5 5 -7 7 -9 11 12 -12 -13 14 -15 -16 -17 -18 -19 20 -21 21 -23 23 -25 26 -27 28 -29 29 -31
leaf_value=-0.0020912196186125883 0.0017167017431065077 0.00028615543150169068 -0.004765603120912512 0.0027537854890253965 0.00012202692613443076 -0.0017305241763006806 0.0056287922426501097 0.00081255525613442765 0.059873935084474673 0.00047331070382367882 0.0070545409125116537 -0.0042341438917932114 -0.0015411284134581201 -0.04012832888604026 -0.0030050564615530326 0.004192752520892502 -0.0016969204219027915 0.0040375221133466862 1.4748008491915011e-05 0.00044321896052740354 -0.00061245136803454552 0.0046889764012389371 -0.010313334534776007 -0.00014579563877963953 -0.10005949381317272 0.0065360102242775211 0.00020998621252578541 0.0028489940908126639 -0.0060618880904415636 -0.00022221385112474032
leaf_weight=0.51107752267972617 0.60793222162840166 1.5382247748353557 0.5259885084242909 0.53293913690140471 1.5277259783845982 0.50398444006538223 0.56014788743962085 0.51188904897571774 0.017923437408169152 0.51210526337934936 0.54313721764904688 0.58344000668121587 1.5416101674709457 0.058657734140780349 0.53178692112555737 0.53431564953188981 1.5465067181526126 0.54063293565559334 2.8910281514104677 0.50919684075906402 1.0047322240861825 0.57610448188993268 0.60305886360091809 2.5033044547017198 0.0013276249019494859 0.57740528618531062 14.864919687704734 0.53176014901328006 0.54267581072242865 5.1232289480089905
leaf_count=29 120 49 47 32 62 28 68 6 6 219 35 113 52 28 45 19 29 40 36 553 13 89 105 12 142 63 1346 36 114 498
internal_value=6.08777e-07 -2.40252e-05 -0.00134256 0.00038201 2.67366e-05 0.000928929 0.00144448 0.00332908 -4.75838e-05 0.000132281 0.00205238 -0.000647665 -1.62466e-05 -0.00369935 6.35744e-05 0.000126814 4.08429e-05 0.000154125 -0.000389503 0.00246402 -0.000587986 0.00131955 -0.00109079 -0.00211969 6.35633e-05 0.00109896 -7.01098e-05 -0.000415188 -6.3644e-05 -0.000781533
internal_weight=42.9588 42.3508 1.57001 1.04402 40.7808 3.10375 2.59976 1.07204 37.6771 28.9883 2.08136 8.68879 26.9069 0.570763 26.3362 25.8044 25.2701 23.7236 8.10535 0.52712 7.57823 1.58084 5.99739 3.10636 23.1829 2.65078 20.5322 2.07337 20.5308 5.6659
internal_count=4034 3914 108 61 3806 164 136 74 3642 2715 84 927 2631 247 2384 2339 2320 2291 814 559 255 102 153 117 2251 151 2100 88 1958 612
is_linear=0
shrinkage=0.1


Tree=592
num_leaves=31
num_cat=0
split_feature=15 18 8 7 19 3 6 3 6 15 4 16 9 16 12 9 5 18 13 0 2 2 2 17 15 16 15 15 15 15
split_gain=0.000160888 0.00304514 0.0156939 0.00285729 0.0018808 0.0196543 0.00583211 0.0137226 0.00319549 0.000889678 0.000802101 0.000479954 0.00131897 0.000994319 0.00133992 0.00833687 0.000726048 0.000468552 0.00840009 0.00390348 0.0087019 0.00147876 0.000729177 0.000406393 0.000353 0.000995812 0.0264998 0.00246863 0.000271849 0.000477901
threshold=24.006097767650004 14.297806230850002 8.1436447804000007 22.575645983950004 12.651020723000002 82.69159517635002 13.755321390900002 81.589327342850012 9.1552139101000023 23.148526981200003 224.82737758030004 16.344961778400002 202.37225149245003 17.974957966700003 77.955876436550014 190.49354742400001 16.351273197450002 15.788786379500001 100.66662623655002 102.31465107045001 157.39400167590003 83.777728670400009 83.777728670400009 171.32005222830003 26.912781836550003 18.754956142750004 28.626568391100005 28.176737565850001 28.862433654350003 27.689912074550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 6 7 8 -6 10 -1 12 -2 -13 15 -15 -16 22 19 20 21 -19 -3 -12 -18 26 27 -26 29 -27
right_child=11 4 -4 -5 5 -7 -8 -9 -10 -11 23 13 -14 14 16 -17 24 18 -20 -21 -22 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.10005135872897575 0.0058133240973667769 -2.5554591858036335e-05 0.098121113406932067 -0.10097064869281827 0.031174867516160623 -0.00033213724245629108 -0.10097748802495805 0.088578000689055095 -0.096491950609912169 0.063353652410208974 -0.033258866008464498 -0.0042846132591761428 0.00022931772594408017 0.052768223108500295 0.003762589353336026 -0.060040696358356661 -0.0025862430836636175 -0.028101492465658406 0.041536024467109696 0.00072463200402617621 0.061976221244197542 -0.10027332345884538 -0.0039673712472198938 0.048066175417027596 0.053890897136615858 -3.9725450024578918e-05 -0.0021041649817123225 0.10003322441094853 3.8416367407453324e-05 -0.0037470399941231013
leaf_weight=0.0010724656073359887 0.53518515220384033 3.5158398396791033 0.015620835416684464 0.0063304582688653854 0.0022604631682483492 0.50224159420757786 0.024729223328449734 0.0067884994441556037 0.014777680143936323 0.0015330501551959475 0.00136147298162001 0.53844616319294303 2.0180347500804707 0.0099634258978501533 0.52281707181145876 0.019128402078877116 0.51678242110266026 0.0037734486395492048 0.050684569138851887 1.0174041338124489 0.0057500182397047786 0.011463891702021556 0.54157804552040234 0.0011199068872381132 0.023494039211365947 1.0030626369415703 0.53927002629146603 0.022892344388992569 30.948265875729483 0.53219854491899798
leaf_count=191 47 31 5 27 53 50 18 5 96 62 75 225 59 25 54 28 174 2 36 806 35 81 175 77 34 21 223 13 1264 42
internal_value=6.93501e-07 -0.000492869 0.0329872 -0.0561268 -0.000651759 -0.00620565 -0.0669588 -0.0316514 -0.0795543 -0.00032018 -0.0277877 7.65826e-05 0.00139979 -2.08454e-05 4.64057e-05 -0.0214057 6.47024e-05 -5.73605e-05 0.00178434 -0.000155966 -0.0428447 -0.0824003 -0.000551702 0.0034451 7.13915e-06 4.76667e-05 0.0041345 0.0766628 -2.60162e-05 -0.00132487
internal_weight=42.9539 5.72433 0.0270382 0.0114174 5.69729 0.550797 0.0485559 0.0238266 0.0170381 0.0050869 0.00355385 37.2295 2.55322 34.6763 34.1379 0.0290918 34.1088 5.14649 1.08908 1.03839 0.0209874 0.0152373 4.05742 0.00248138 33.586 33.0692 0.585656 0.0463864 32.4835 1.53526
internal_count=4034 1825 437 432 1388 222 172 154 149 405 343 2209 106 2103 1878 53 1825 1166 960 924 118 83 206 152 1771 1597 270 47 1327 63
is_linear=0
shrinkage=0.1


Tree=593
num_leaves=31
num_cat=0
split_feature=17 17 2 2 7 12 7 5 2 9 7 17 16 6 16 5 2 2 2 8 15 4 9 9 12 9 9 16 18 0
split_gain=0.000147152 0.00146787 0.00298111 0.0138118 0.013786 0.00578436 0.000476328 0.00784166 0.0132106 0.000475617 0.00171114 0.00260455 0.000883635 0.000692869 0.00251843 0.00093875 0.00301152 0.00058246 0.000682964 0.000673096 0.000700276 0.000524126 0.00393893 0.00902245 0.00533319 0.00109606 0.00235466 0.000423652 0.0024487 0.00251638
threshold=188.83172615260003 189.19102531915004 62.922191810850009 62.147615758400008 23.150522195450005 87.111491403900018 25.115444054700003 13.524641568350001 166.17270395525003 189.78071820640002 23.109894804950002 190.38166638035003 22.614947116400003 16.525386113000007 22.594947163200004 21.991679690250006 173.34516805710004 199.66651340635002 209.01099100540003 8.4434108459500017 46.683480308100009 193.19324462480003 188.96048214565005 184.85936449530001 145.97209859650005 181.33671263215004 49.235310305400013 22.574947209950004 13.077716774800001 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=6 -2 3 4 -3 -4 27 -8 -9 12 11 -11 21 15 -15 -12 -17 -18 -19 20 -20 -7 23 24 -23 26 -26 -1 -29 -30
right_child=1 2 5 -5 -6 9 7 8 -10 10 13 -13 -14 14 -16 16 17 18 19 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.00044176873389014651 0.0053218604672844363 0.047613257109023754 -0.10034995573846275 0.084649614078603386 -0.10023138330667264 0.0022633845743623821 -0.0003970569447770203 -0.096098318690444884 0.064018550814046893 0.0012982054695883545 -4.6062724784022194e-05 -0.0083132560443177472 0.0049541957960508882 0.00016876956303024264 -0.0073743588790465267 0.0085236618582225209 0.0025650420080194497 -0.0022662906458892481 0.0049946716514926524 -0.0018452817821710079 -0.00015536419825096188 -0.10016158663853443 -0.00037075227738132143 -0.10045131444385456 0.078802948525917169 0.093724831774102957 -0.10005271948953487 0.00012837056193903035 -0.009775939448042989 1.1550486360852816e-05
leaf_weight=6.1861765424780444 0.53366655914252348 0.012892227445258864 0.0057442205461438736 0.021287046372890472 0.012347798913424413 0.51113480470062678 0.50836910071622055 0.020316674831462975 0.0069038905329531072 0.52228416338737049 19.521783586539538 0.61266812786906444 0.54511893678954937 2.0308685813192819 0.56596363696665708 0.54681803409636209 1.0398396746593337 1.0115574667704552 0.54875032019969772 0.5315373107855289 0.50886361466804431 0.0026147218021508262 0.50354648447134309 0.012465272907829394 0.002214016396502802 0.0049186841468440434 0.0011026710016890026 5.5568633931872213 0.55340178495755032 0.50003869086503983
leaf_count=1069 30 18 22 9 39 14 292 96 38 35 1122 105 59 39 61 19 28 14 75 52 32 49 18 29 329 21 86 190 42 2
internal_value=5.74288e-07 0.000124788 2.94014e-05 0.0253217 -0.0247146 -1.11354e-05 -0.0002753 -0.00319699 -0.0554882 8.72285e-06 -8.85086e-05 -0.00389024 0.00169408 7.55143e-05 -0.00147521 0.000245363 0.00160401 0.000564663 -0.000235148 0.00105775 0.00251677 -1.80111e-05 -0.00223131 -0.042414 0.0242628 0.0637674 0.0193403 -0.000153015 -0.000709636 -0.00513009
internal_weight=42.9421 29.61 29.0763 0.0465271 0.02524 29.0298 13.3321 0.53559 0.0272206 29.0241 27.4409 1.13495 1.58312 26.306 2.59683 23.7092 4.18737 3.64055 2.60071 1.58915 1.05761 1.038 0.526862 0.0233154 0.0108501 0.00823537 0.00331669 12.7965 6.6103 1.05344
internal_count=4034 2305 2275 66 57 2209 1729 426 134 2187 1582 140 605 1442 100 1342 220 201 173 159 107 546 532 514 485 436 415 1303 234 44
is_linear=0
shrinkage=0.1


Tree=594
num_leaves=31
num_cat=0
split_feature=19 14 5 15 6 8 9 18 9 9 9 9 17 9 17 16 13 14 4 13 16 5 16 9 17 10 17 13 9 6
split_gain=0.000172792 0.000688187 0.000845249 0.000663766 0.000912659 0.00102375 0.00208769 0.000721888 0.000646052 0.000552157 0.000721502 0.000312208 0.000662038 0.000898734 0.000550645 0.00205432 0.036871 0.00630524 0.00416456 0.0113641 0.00301902 0.00262623 0.00255845 0.00184091 0.00146133 0.000633282 0.000810579 0.000444441 0.0181294 0.0039206
threshold=14.451165964200003 148.67011998770002 20.305669781650003 35.965617804200001 16.425383776450001 8.4434108459500017 181.33671263215004 13.754580103150001 185.44496129890004 204.89606367675003 195.30595290385003 198.96357396150003 204.42624920380004 198.16621393750003 192.41413881610001 18.684956306450005 102.94912718925001 286.86295687135004 235.48598737865004 101.32529847850002 15.709963263300002 14.121416629950001 18.634956423400002 200.17144541975003 191.75825325995004 62.111448187750007 195.76335783930003 109.49014582065001 192.57902085675002 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=11 -2 -3 -4 7 6 -6 8 -5 10 -7 12 13 27 23 16 18 -18 19 21 -19 -16 -22 -13 -25 -17 -27 28 -1 -30
right_child=1 2 3 4 5 9 -8 -9 -10 -11 -12 14 -14 -15 15 25 17 20 -20 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00051994366028579905 -0.018272529554926271 0.0043133327417679843 -0.0031405536636209216 -0.00037741209798125721 -0.00071281423078851719 0.0021464104930233436 0.008018576080226731 0.001556587919499447 -0.0053725738485123761 0.0030379883853643088 -0.0022745905024653926 0.0063630478606898355 0.0030470945071934476 -0.004537793499711929 0.010898956028058085 -0.0012325452498244955 -0.096649489976936134 0.099904636627526855 -0.00042340583294873279 0.07323906525894476 -0.10003055703385273 -0.10009429966094022 0.084414428283182685 4.5483992656830301e-05 0.005437473999469547 0.0042084209016005824 0.00020140308025644378 -0.00016558310585320182 -0.096804180134676315 -0.027104833465493888
leaf_weight=2.0441801485379663 0.019459318646115942 0.54567656513745522 0.54059238303670998 0.50060043258417841 0.50830555467109684 0.57602690057501638 0.59367190457421248 0.53684372726320351 0.53631593666312316 0.52933646193650918 1.0278175806368262 0.55227219097587266 0.52720923205250514 0.54666214228564136 0.003411669355500524 3.0369564703261736 0.048234607695690102 0.0023703396718701688 0.52986341000349935 0.023445499646186363 0.0025380564823347385 0.005682389011781197 0.0010687127523851814 7.6752830013638444 0.53785268317526647 0.53433356741515936 9.1457696397976616 11.763270062167591 0.023181120942872613 0.012380695676000641
leaf_count=1052 35 62 56 8 9 22 56 64 46 72 36 27 254 36 38 79 106 10 250 15 85 16 13 438 36 25 215 803 59 11
internal_value=3.19511e-07 0.000502209 0.000564182 0.00018175 0.000555226 0.00151607 0.00399108 -0.00141997 -0.00296102 0.000237506 -0.000686771 -7.98756e-05 -0.000433364 -0.000560882 0.000158729 -0.000245995 -0.00588297 -0.0846443 0.00170907 0.0364337 0.0122366 -0.0584548 -0.0453781 0.000774385 0.000398589 2.73255e-05 0.000422587 -0.000403833 -0.0017514 -0.0725386
internal_weight=42.9306 5.91465 5.89519 5.34951 4.80892 3.23516 1.10198 1.57376 1.03692 2.13318 1.60384 37.016 14.9169 14.3897 22.0991 13.3337 0.616615 0.0542117 0.562403 0.0325396 0.00597711 0.00909406 0.00360677 8.76541 8.21314 12.7171 9.6801 13.843 2.07974 0.0355618
internal_count=4034 466 431 369 313 195 65 118 54 130 58 3568 2215 1961 1353 852 533 214 319 69 108 54 98 501 474 319 240 1925 1122 70
is_linear=0
shrinkage=0.1


Tree=595
num_leaves=31
num_cat=0
split_feature=19 2 6 7 16 7 7 14 14 14 18 10 4 18 7 16 6 5 6 0 9 9 7 15 5 0 13 9 4 12
split_gain=0.000162938 0.00029975 0.000191692 0.000985033 0.00330543 0.000714491 0.000509327 0.00211298 0.00502507 0.00271246 0.00170153 0.0257072 0.00524286 0.0108683 0.00125894 0.000666045 0.00103955 0.00194501 0.000496077 0.00172231 0.0168545 0.0163066 0.0193514 0.00303596 0.00314263 0.00114899 0.000417289 0.000306539 0.00902524 0.0065075
threshold=14.651182102100002 173.34516805710004 16.535386346650004 23.032902590750002 22.594947163200004 22.589037079550003 23.109894804950002 128.57956104760004 137.67556691715004 143.06733454090002 13.154691941050002 62.036171360100006 186.12253940095005 13.4793103924 23.150522195450005 22.644947046300004 15.155354102400002 24.041678002600005 16.525386113000007 85.963448721100022 195.94564826430005 186.68586460755003 22.381996090050006 35.965617804200001 20.556063402800003 83.503509531750026 117.48293184245001 192.31210988165003 143.78867033265001 79.133367176650012
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -4 10 -8 -9 -10 18 -12 13 -13 -11 27 -17 -18 19 20 21 22 23 24 -1 -26 -21 -16 -29 -30
right_child=1 -3 3 4 -6 -7 7 8 9 14 11 12 -14 -15 15 16 17 -19 -20 26 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.100294684178678 -0.00046487896775569546 0.0028883666893663174 -8.306603957636651e-05 -0.00015558865819146581 -0.0087925184818834698 0.0037597834608880027 -0.10035127209949404 0.10016684330732901 -0.10025468554941833 0.0049843998621135607 -0.074535613562020375 0.094338935499513055 -0.0023049452242810526 -0.014260479850068349 -0.0011847114297140347 -0.002090089352520154 0.0077582749739619587 0.00045913824440518559 0.0017389877153811959 -0.00093564401033777622 0.00038703862453682734 -0.10045247876800523 0.089700728699563789 -0.10018837242963062 -0.014712924539967802 0.095408664348862665 0.001914408872548636 0.1002988406124255 -0.10064974130702797 7.2451587219326443e-05
leaf_weight=0.0025260384965423979 0.53042618154290611 0.53592478486280015 3.4681142160316147 2.0246338962379018 0.56725686118357987 0.56226739518677948 0.002089610556139542 0.0050285621546234385 0.0026880803634438113 0.54086264858702549 0.050030743390639398 0.017334462143480764 0.53827051303316664 0.019674614014627792 2.0599438844026237 0.50885753108741427 0.57292385664550227 1.0062927966282584 1.0178928778927345 1.0160085011247595 0.52134787889063894 0.034701364504368337 0.013440104507026263 0.011411060790123884 0.001789450900610362 0.0020137133737545554 1.0391557083930818 0.0089831743389393592 0.006416085326992226 26.228552344151975
leaf_count=4 41 36 538 38 59 48 1 1 2 26 39 42 273 25 816 17 52 17 24 46 28 41 11 25 118 13 24 1 29 1599
internal_value=-2.78185e-07 0.00122039 -3.13808e-05 -0.000525002 -0.00204585 0.000453039 6.14111e-05 0.000202919 0.00020971 0.000193462 -0.000960295 -0.00578115 0.000198271 0.0366058 0.000202191 0.000117085 0.00184063 0.00310719 -0.000136718 -0.00085927 -0.0056354 -0.0532933 -0.000808811 -0.0693793 -0.0138328 0.0435947 0.000505432 -1.00663e-05 8.21342e-05 4.78187e-05
internal_weight=42.9169 1.06635 41.8505 6.62227 2.59189 4.03038 35.2282 30.9426 30.9405 30.9355 4.2856 0.62531 0.57528 0.0370091 30.9328 30.392 2.08807 1.57922 3.66029 2.64239 0.58723 0.0658817 0.0311804 0.0177403 0.0063292 0.00380316 2.05516 28.3039 26.244 26.235
internal_count=4034 77 3957 683 97 586 3274 2561 2560 2559 713 379 340 67 2557 2531 86 69 334 310 240 212 171 160 135 131 70 2445 1629 1628
is_linear=0
shrinkage=0.1


Tree=596
num_leaves=31
num_cat=0
split_feature=12 12 2 19 7 17 5 13 19 12 8 13 14 6 15 4 9 18 18 6 7 18 9 18 12 7 10 19 9 9
split_gain=0.000215401 0.00108942 0.000975675 0.00139555 0.00056181 0.00153295 0.000732915 0.000635726 0.000633235 0.00153258 0.000868456 0.000725708 0.000504695 0.000504664 0.0003553 0.012184 0.00371721 0.0076546 0.00338915 0.00283426 0.0108895 0.00274469 0.000741935 0.000330689 0.000454918 0.0129464 0.00356274 0.00798049 0.000453019 0.000457043
threshold=149.09269374785001 144.57070813310003 135.72285180265001 14.551174033150001 23.109894804950002 190.94474013770002 21.955793948900006 117.54745483760001 14.451165964200003 216.55112120135001 8.4434108459500017 117.67650082785001 241.71484286130001 16.515385879350003 25.852338405700003 252.13038187165003 207.04102956050002 17.138111898250003 17.570773586450002 11.805275828400001 25.536567273500005 16.209181968050004 219.96883426190004 14.395252042950002 179.90801194620005 25.016749795550002 67.300172379550006 12.551012654050002 205.88909726980003 199.89081775665002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 -4 -8 11 -10 -11 12 -6 14 15 -14 19 21 -19 -17 -21 -18 -20 28 -25 26 -26 -28 29 -16
right_child=2 -3 4 -5 8 -7 7 -9 9 10 -12 -13 13 -15 23 16 17 18 22 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=0.00011722321618715603 -0.006472907253224078 0.0046372350858367743 0.003107502021228573 0.00072224889472345254 0.0015272610624368947 -0.0059805646744402474 -0.00018170236185105647 -0.0039831560493389919 0.0061169598263375478 0.0026001042915876522 -0.0030606723457275221 0.002543391748897051 -0.10032557073422246 -0.0020873738057554376 -0.00032454829333502806 0.00012777635438225322 -0.017459080074415063 0.0791660700928664 -0.006151399843255044 -0.076158526967899029 0.094843365722467515 -0.10024926575742824 -0.10002388414835728 0.00019627306882285517 0.094184523601133052 -0.00016657209777712272 0.09881853954375 -0.061382044259054282 -0.0016315596701973094 0.0015792856261521698
leaf_weight=19.04271515675056 0.58118836226537485 0.54859186671277882 0.51917034822198882 0.50275161567606119 1.542900714558338 0.56590228962913869 2.0179851728843787 0.56255245396660747 0.58995818088001684 0.54465309329350453 0.53943766552465888 1.0338475628782351 0.012481358409944576 1.538495016715159 6.5520332034321118 0.50833395770943846 0.005884348349809442 0.0063289364786953684 0.0021339580272581316 0.0054227111134996777 0.011887674732861342 0.012533831061787737 0.0013906308027085146 1.5128888023155014 0.018505594685848337 0.52533015420336504 0.0067584440216554853 0.0057595772514923427 2.0206537066480914 1.5614600202666222
leaf_count=1588 79 91 120 4 40 112 237 95 53 74 71 24 56 29 74 602 22 27 34 39 17 36 97 23 11 241 7 38 44 49
internal_value=-6.2001e-07 0.000243792 -0.000206052 -0.00313566 -6.31698e-05 -0.00119448 -0.000320702 -0.00101041 0.000160276 0.00201539 -0.000216667 -2.36478e-05 -0.000191076 -0.000376368 -0.000170228 -0.00261864 -0.00041702 -0.0357399 0.0353999 0.00148282 0.0412747 -0.073799 -0.0431889 -5.6589e-05 0.00109542 0.00354048 0.0663129 0.0251098 -0.000291813 4.18488e-05
internal_weight=42.8999 19.5913 23.3086 1.08394 22.2247 3.66561 3.09971 2.58054 18.5591 1.67405 1.08409 16.885 15.8512 14.3083 12.7698 0.566397 0.553916 0.0282717 0.00985353 0.525644 0.0173104 0.0184182 0.00352459 12.2034 2.06924 0.556354 0.0310236 0.012518 10.1341 8.11349
internal_count=4034 1679 2355 83 2272 564 452 332 1708 198 145 1510 1486 1446 1417 930 874 216 158 658 56 58 131 487 320 297 56 45 167 123
is_linear=0
shrinkage=0.1


Tree=597
num_leaves=31
num_cat=0
split_feature=19 5 5 6 9 6 0 2 9 16 13 6 0 16 7 18 7 9 0 18 3 9 13 4 7 7 7 7 7 7
split_gain=0.000181871 0.000628324 0.000783967 0.000884453 0.00114469 0.000838528 0.000787805 0.000601537 0.000429589 0.000312507 0.000789656 0.00242488 0.00226466 0.0234872 0.0114558 0.0170091 0.0127319 0.00931608 0.00414708 0.00426713 0.00374237 0.00334232 0.00149137 0.000502786 0.00416344 0.0068167 0.00546888 0.00149101 0.000852626 0.00250742
threshold=14.451165964200003 20.305669781650003 20.849573174100005 16.425383776450001 191.98656730705002 16.485385178400005 85.861287312150012 168.06224882620003 203.72699028675004 22.534947303500005 112.64908412395 16.405383309150004 93.55565448145002 19.974953289850003 24.385896469550001 14.164583421250002 23.549545123900007 197.29115675710003 93.399723909900004 13.4793103924 87.162501047250018 188.96048214565005 107.70500962200002 241.36451620315003 24.024273989350004 23.779256055650006 23.514778597300005 23.433599577300004 22.814487719050003 22.381996090050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 7 -5 -6 -7 -4 -9 10 12 -12 13 14 15 16 17 18 19 20 -1 22 -22 24 25 26 27 28 29 -13
right_child=1 2 3 4 5 6 -8 8 -10 -11 11 23 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.099688325747199491 0.0037306953398447053 -0.0034549904197756238 -0.0041169267041697424 0.005564593617629082 0.0041555438386184423 -0.0033870207648603171 0.00093282646108433639 0.0020470557361213764 -0.0020207725585657784 -0.00039325818035575291 0.0073306427093515984 -0.017269494599373086 -1.6203800776297889e-05 -0.10019701978182127 -0.077883084955433113 0.097362641017556636 -0.098169213675412426 0.095601654793693758 0.10006716340480588 -0.1002519398728971 -0.021100605469613655 -0.10036386138559668 0.083615449133058795 -0.00021781946934116528 0.0009472725114962376 0.10024528874176547 -0.10034067775562115 0.10000167999844425 -0.01176355126488567 0.097363144516443983
leaf_weight=0.0029487948250776575 0.55088509412280284 0.53309076643245124 0.52751337024777978 0.57714729154355815 0.54526611501575528 0.57911311047219305 1.5577189757204903 0.52351985787173327 0.51500509928155225 17.272079350733488 0.59961912255092986 0.0039136520645074446 15.957111197379181 0.024613862127807806 0.012153234214082431 0.023037505782916509 0.011675380427291271 0.011580542437047647 0.0027061376895289859 0.0061989555978714727 0.0034982742487766477 0.0039072219515219331 0.002225153153138093 2.5150035137337849 0.50318401306867599 0.011387678096070886 0.0040539917536079875 0.0025335946702398351 0.0059951781722702435 0.0037236378520901781
leaf_count=7 68 40 37 65 38 91 50 33 44 421 100 280 2140 44 17 62 13 11 2 46 154 2 94 103 2 2 2 50 13 3
internal_value=-4.12503e-07 0.00051473 0.000184102 0.000586144 0.00152461 0.000655267 -0.000237916 -0.001367 2.98174e-05 -8.27233e-05 0.000189387 0.00151723 -0.000112316 -0.0147824 0.0115201 0.0275509 -0.00839615 0.023303 -0.0156673 -0.0323456 0.00111754 -0.0290637 0.0196109 0.000374259 0.00315867 0.0383633 0.00351221 0.0295556 0.0164632 0.0386208
internal_weight=42.8924 5.90926 5.35837 4.82528 3.25925 2.6821 2.13683 1.56604 1.03852 36.9831 19.7111 3.64941 16.0617 0.104545 0.0799312 0.067778 0.0447405 0.0330651 0.0214845 0.0187784 0.0125794 0.00963065 0.00572343 3.0498 0.534792 0.0316077 0.0202201 0.0161661 0.0136325 0.00763729
internal_count=4034 466 398 358 244 179 141 114 77 3568 3147 555 2592 452 408 391 329 316 305 303 257 250 248 455 352 350 348 346 296 283
is_linear=0
shrinkage=0.1


Tree=598
num_leaves=31
num_cat=0
split_feature=19 2 16 7 17 13 13 13 16 16 16 0 0 7 14 12 9 18 16 6 6 16 14 2 19 5 2 7 9 12
split_gain=0.000179558 0.000343082 0.000252869 0.000309045 0.000525572 0.00320954 0.00352067 0.00416317 0.00179945 0.00148603 0.000906675 0.000537984 0.0003586 0.000190843 0.00172396 0.00455952 0.00143213 0.00143626 0.00107775 0.000747257 0.00124523 0.00108856 0.00244837 0.00173254 0.000632908 0.00155342 0.000523578 0.000323069 0.000269471 0.0081634
threshold=14.651182102100002 173.34516805710004 22.764946765650006 22.516377366000004 182.63036160245002 117.94265818275001 117.69263157665002 113.97180552410002 20.844951255400005 20.184952798800001 18.704956259700005 86.135510041400025 85.764502819450016 23.109894804950002 128.57956104760004 63.174563425750001 195.30595290385003 13.077716774800001 22.584947186600004 16.525386113000007 16.565387047600002 22.644947046300004 143.06733454090002 199.66651340635002 14.351157895250003 22.649179082500002 206.07223625840001 23.150522195450005 192.39832633775004 69.826413229550027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 9 -9 10 -1 -6 -5 16 -15 -16 18 -18 -14 21 -21 22 -17 -23 -20 -26 -25 -24 -29 -30
right_child=1 -3 -4 12 11 -7 -8 8 -10 -11 -12 -13 13 14 15 19 17 -19 24 20 -22 23 27 26 25 -27 -28 28 29 -31
leaf_value=-0.016969854909298327 -0.00052338465754660679 0.0030635397187133953 0.0020182362659220058 0.0025723483772186013 -0.0049749664279154079 -0.0004974633442824454 -0.1000865029060891 -0.0037931775896278587 0.088600446013632164 -0.100210336211305 0.088574096567542129 -0.00047215355242386696 0.0043492925822101753 -0.10028747780329823 0.10015092708388935 -0.10023046040569723 -5.9296775632262088e-05 -0.0073372141014104181 -0.0015510955815850934 -0.003395483763290465 0.001082472112085805 0.007085110903353147 0.0024798232100376226 -0.0020267583096046085 0.0053968266205817782 -0.0011807850231940436 0.0019186085625714049 -0.000996893710072063 0.10027030005535738 4.7375728126446059e-05
leaf_weight=0.0033751642913392157 0.53011455481219971 0.53655320299731102 0.59248093839477078 0.53392721218991468 0.54709776596862103 0.85732468044501386 0.0017474869928264516 0.0024964179027495694 0.013545683061238378 0.0017538438551127911 0.001072579987521749 0.5152162308659648 0.55475393447915777 0.0017122675199051631 0.0045502586290301341 0.0024359987000853725 0.52314060176104227 0.56294228257920054 2.033646242532996 1.5419072095842232 1.039751955592237 0.56975220947060679 0.52733127358377885 0.50104957414441731 0.55182088173023647 1.02779104905494 1.0233560306296565 2.5593350282207252 0.0081296898424650932 25.71120963645361
leaf_count=361 41 36 95 123 101 85 5 235 12 2 12 99 99 1 1 2 21 45 29 24 34 24 22 5 40 23 54 868 1 1534
internal_value=-2.98274e-07 0.0012809 -3.2981e-05 -6.24629e-05 -0.00129335 0.000512041 0.0365867 0.0473239 0.0742225 -0.0222566 0.00848222 -0.00279113 -1.55482e-06 -3.7025e-05 5.08813e-05 5.60116e-05 -0.000597355 -0.00383161 0.000245414 4.24094e-05 -0.00159201 0.000178952 1.89318e-05 0.00238027 -0.000384666 0.00111703 0.000621825 2.74095e-05 -1.83223e-05 7.90554e-05
internal_weight=42.8813 1.06667 41.8147 41.2222 1.94363 0.881316 0.0239912 0.0222437 0.0160421 0.00620159 0.00444774 1.06231 39.2785 38.7446 33.4905 33.4888 5.25409 1.08608 4.16801 33.4843 2.58166 30.9026 28.8084 2.09416 3.61326 1.57961 1.52441 28.806 28.2787 25.7193
internal_count=4034 77 3957 3862 912 712 627 622 247 375 373 200 2950 2827 2570 2569 257 66 191 2568 58 2510 2427 83 92 63 59 2425 2403 1535
is_linear=0
shrinkage=0.1


Tree=599
num_leaves=31
num_cat=0
split_feature=12 17 8 2 2 7 18 4 7 8 19 7 12 2 19 12 9 16 16 19 6 13 6 18 5 7 16 7 17 5
split_gain=0.000164066 0.000751532 0.000480571 0.000256483 0.0011179 0.000559866 0.000397159 0.000399964 0.000404548 0.000515483 0.000618077 0.000304205 0.00022727 0.00092849 0.00120739 0.000832263 0.000445123 0.000820314 0.0129585 0.0133912 0.0208686 0.0056026 0.00959583 0.00885804 0.00218601 0.00226208 0.000628664 0.000368989 0.00129342 0.000608779
threshold=82.696898122450008 183.19621122360005 8.1436447804000007 83.586740321150003 88.501682544250016 25.335171910400003 12.920478434700001 169.14490639835003 24.054467534550003 8.3434888241000014 14.451165964200003 24.346818680050003 149.09269374785001 135.72285180265001 14.551174033150001 144.57070813310003 204.12988221610001 22.544947280100004 15.484963789400002 12.751028791950002 14.745344522600002 113.97180552410002 14.935348962050002 14.329845562450002 21.991679690250006 22.775216856700002 18.634956423400002 23.109894804950002 190.94474013770002 21.955793948900006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -2 8 9 10 -8 -9 15 14 -14 16 17 18 -6 -20 -21 22 -22 -24 -23 -26 -18 28 29 -15
right_child=3 -3 -4 4 12 -7 7 11 -10 -11 -12 -13 13 27 -16 -17 26 -19 19 20 21 24 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0016571967610520854 0.0029635932945799772 -0.0040763195678335216 0.0026528912811572781 -0.004644087914574011 0.00016185113675435076 0.0036682896068279251 -0.0043099412803010674 0.0018754101504005205 -0.0032414797203267984 0.00095476595862546048 0.00055060576466650667 9.7883747100910025e-05 -0.0061430493162983402 0.002974233269353338 0.00055280942402457015 0.0041917005622133839 -0.0039313217983279834 -7.3622235276969694e-05 0.09605787490080471 -0.096093710564407797 0.070343865142894438 0.10004853088706143 -0.080673853083044297 0.030188293838382986 0.069216408984951294 -0.10013896439778969 -0.00014461285684758552 0.0001420419006814815 -0.0053443336288049184 -0.00077997743846225061
leaf_weight=0.50293612218734984 0.52937712334384812 0.52789005631876751 0.53269268640335721 0.52955290861912274 1.5167185458413026 0.53395524235895653 0.53262543963750608 1.5584993359606469 0.53104857202993105 1.5368096637466804 0.51418199275212828 2.5188991416291628 0.58071235967246326 0.51863475520582047 0.50217998210155201 0.54681771515799482 0.53070699752071737 4.0007157488744269 0.02746543801273138 0.013947384144390895 0.022156689141411334 0.015601104110828601 0.012494370613720607 0.017032094183377922 0.0023866960331413436 0.0011779599444707856 2.5213320986604231 18.54801576086815 0.56760907433582231 2.5839629382200764
leaf_count=23 51 62 46 144 176 105 38 43 65 37 37 28 79 120 4 91 142 80 113 75 14 62 38 17 132 3 57 1708 112 332
internal_value=8.92244e-09 -0.00100551 0.000559768 3.80621e-05 -8.64468e-05 0.000536665 0.000320106 0.00012553 -0.000727706 -0.000211014 -0.00192249 0.000777306 -1.22526e-05 -0.000178598 -0.00303791 0.000407751 0.000169419 0.000696636 0.00258836 0.0353719 0.0157158 0.0377267 0.0206022 -0.016724 0.0839052 0.013252 -0.000803069 -3.92376e-05 -0.000955364 -0.000152418
internal_weight=42.8781 1.56352 1.03563 41.3146 33.0592 8.2554 7.72144 7.19206 3.11467 2.58362 1.04681 4.0774 32.5297 23.3011 1.08289 9.22855 8.68174 5.6297 1.62898 0.112262 0.0847963 0.0708489 0.0516832 0.0295265 0.0191658 0.00356466 3.05204 22.2182 3.67021 3.1026
internal_count=4034 131 69 3903 3499 404 299 248 177 112 75 71 3355 2355 83 1000 909 710 630 454 341 266 69 55 197 135 199 2272 564 452
is_linear=0
shrinkage=0.1


Tree=600
num_leaves=31
num_cat=0
split_feature=19 5 5 5 9 5 15 5 16 13 6 3 16 10 19 19 16 0 0 6 2 9 13 16 13 13 8 6 18 3
split_gain=0.000179828 0.00067159 0.00162547 0.000573276 0.000525086 0.000482797 0.00050911 0.000955465 0.000313818 0.000808366 0.00213047 0.000720633 0.0213834 0.0149297 0.00941606 0.00751731 0.00516345 0.00961439 0.00916862 0.00412811 0.00374459 0.00334742 0.00128791 0.000779908 0.000450671 0.000548745 0.000496076 0.000807903 0.000761097 0.000638326
threshold=14.451165964200003 24.393336510100003 22.938948824900006 20.305669781650003 199.68228938305 20.849573174100005 40.974857724300008 21.336111252450003 22.534947303500005 112.64908412395 16.405383309150004 84.812788641250009 19.974953289850003 70.171445662850019 13.751109481500002 12.851036860900001 19.199955102150003 94.047642319350018 92.313586825200005 14.935348962050002 128.12657635055004 188.96048214565005 105.33378955095002 16.744960843000005 117.67112391160002 117.72489307420001 8.543332867800002 16.535386346650004 13.043896815850003 93.394346993650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 5 -5 7 -7 9 11 -11 -1 13 14 16 -15 17 18 21 -17 -20 22 -13 -24 26 -26 27 29 -28 -10
right_child=1 -3 -4 4 -6 6 -8 -9 24 10 -12 12 -14 15 -16 19 -18 -19 20 -21 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=2.7219022862230319e-05 0.0032783402495522884 -0.0028646756642338456 0.0057985157858237175 -0.0025453721469349644 -0.0030074958195530728 0.00034147499668052357 -0.0010403450452888391 0.0051420226901982592 -0.00029508255721019124 0.0069967237645382112 0.0004657196959776502 -0.052190263051963053 -0.10017415365032985 0.083573465598890451 0.049604847255360913 -0.10015346909250716 -0.0027339800763737879 -0.066859037703107679 0.10004348007567132 -0.021923527160218743 0.032573954269175684 -0.08202537522849658 -0.0092754080912888105 0.094537952137763323 0.0025881310333874599 -0.0004353033642826172 0.0026186450382888276 -0.0036257956815681745 -0.00041828711378042311 -0.0025180283301080523
leaf_weight=15.363850152734322 0.54896720006854582 0.53540209159288465 0.59064403594178561 0.51967132996651377 0.56042161606910657 1.5219525925058413 1.0606642932980319 0.56983638146630244 7.0845478992923754 0.59728284374350549 3.0502354232387292 0.0013580508123535069 0.022046686946850969 0.0031913527368011554 0.041424642011956281 0.023035953721766589 0.52973592520766033 0.0086447415575257314 0.020852930602814013 0.0095383911546207401 0.013584978124009578 0.0059965250329696573 0.001040463099952104 0.0023767235181395563 1.0526255085240195 1.3969914442504885 1.0356807278285387 1.0594804761790317 4.0609177559433807 1.5798275784054681
leaf_count=1827 68 93 99 19 93 24 17 53 112 100 455 83 45 76 31 211 28 15 23 23 37 10 150 33 25 48 26 37 74 99
internal_value=4.17814e-07 0.000512724 0.000849324 0.000237967 -0.000156374 0.000278751 0.000744298 0.00164922 -8.1458e-05 0.000191393 0.00153517 -0.000114058 -0.00329283 -6.04212e-05 0.00353529 -0.0628964 0.000265161 0.029766 0.0482422 -0.0772462 0.0734283 -0.0322792 0.0301897 0.0629289 -0.000392608 0.000863897 -0.000600291 -0.00101915 0.000198848 -0.000700406
internal_weight=42.8718 5.90756 5.37216 4.78151 4.23255 3.67212 3.15245 2.09179 36.9643 19.6942 3.64752 16.0467 0.682827 0.660781 0.625015 0.0357657 0.58359 0.0538544 0.0452097 0.0325743 0.0344379 0.0107718 0.00477524 0.00341719 17.2701 2.44962 14.8205 9.72386 5.0966 8.66438
internal_count=4034 466 373 274 206 113 94 77 3568 3147 555 2592 765 720 410 310 379 351 336 234 60 276 266 183 421 73 348 248 100 211
is_linear=0
shrinkage=0.1


Tree=601
num_leaves=31
num_cat=0
split_feature=5 6 13 15 19 13 17 19 6 18 16 8 0 15 17 15 6 15 15 15 15 17 7 14 9 13 5 13 7 9
split_gain=0.000209307 0.00100539 0.00826846 0.0137674 0.00728357 0.00653047 0.00237196 0.00178649 0.000914977 0.000691378 0.000388793 0.00536955 0.000426305 0.000371864 0.00070685 0.000351478 0.00127457 0.000440342 0.000545537 0.000497508 0.000458783 0.00380018 0.00418906 0.00456018 0.00141365 0.00255739 0.000396499 0.00105108 0.00181089 0.000299974
threshold=22.649179082500002 16.405383309150004 117.67650082785001 44.190294328500009 14.551174033150001 116.19247193985002 202.13833745355001 12.451004585100002 16.435384010100005 13.431026577400003 22.574947209950004 8.3434888241000014 85.925810307250018 39.883592142850006 191.58460912770002 38.884669609800007 16.465384711100004 38.483556206400003 37.870720399650004 37.606388722050006 37.491361913600009 162.57770630285003 22.061824394000002 121.25703220415001 179.18874144770004 105.33378955095002 20.911722254300006 117.51519334005 24.002506000500002 193.67618212375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 5 7 -5 -2 -3 10 11 -10 29 15 -15 17 -17 18 19 20 21 -1 23 -23 25 -25 -24 28 -28 -12
right_child=1 8 -4 6 -6 -7 -8 -9 9 -11 12 -13 -14 14 -16 16 -18 -19 -20 -21 -22 22 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.10015852598174008 0.035312157939849258 0.0034841714307035539 0.00047363537102179426 -0.093185785320729186 -0.097581172970796382 0.081100270650699413 -0.032925885775350779 -0.10015022989078082 0.00050893946587816355 0.0035753414281329029 0.00088559147485364547 0.050797800624559158 -0.0016365883252527356 -0.0003830104757397437 -0.0043534088038426821 0.0051018050476987625 -0.001784114351543082 -0.0029854571971992274 0.0022130323998189221 -0.0031764272173344594 0.0028940186636415739 0.07834354349941193 0.00010098295852981331 -0.10003962904332282 -0.092950565248660688 0.084816299814787749 -0.0076247385044339632 -8.6515126842695805e-05 0.0006310277468168996 -0.00082616428326132531
leaf_weight=0.0037959694047441364 0.0014256614061503017 1.0421808468049585 0.50265433933236636 0.026710934391617536 0.0042216550173179703 0.014199817589542363 0.0086465511268443151 0.0030700415337636677 0.50569141532096251 0.5957150879018388 2.9149704041840483 0.022162695566407375 1.5550690634117925 2.0301062834914778 0.57550609978840128 0.55375581022599252 0.52238370027043857 0.51273501803937094 1.0464590702455137 0.51998291991185297 0.51789724129775905 0.0022766796464632416 23.18376621185325 0.0016245360614982962 0.010083538459987551 0.0013876653815501072 0.55463862154877464 3.5410464149863401 0.50999745161640675 1.577960105872078
leaf_count=230 56 28 6 56 8 15 24 40 437 111 70 39 36 34 102 50 12 20 39 14 11 6 2193 105 22 12 94 49 24 91
internal_value=2.3312e-07 0.000435782 -0.0036603 -0.039318 0.0210555 0.047845 -0.0784494 -0.0571929 0.000715509 0.000313164 1.76393e-05 0.00262039 -0.000209522 -0.000111884 -0.00125996 -1.68634e-05 0.00175922 -7.97236e-05 -2.98834e-05 -0.000111249 -5.49825e-05 -0.000109904 -9.62448e-05 -0.0522838 -0.0749932 -0.0148799 -6.7376e-05 -0.000914849 -0.00366994 0.000284407
internal_weight=42.8621 8.77468 0.560929 0.0582747 0.0229172 0.0186955 0.0353575 0.0044957 8.21375 7.17157 6.57585 0.527854 6.048 34.0874 2.60561 31.4818 1.07614 30.4057 29.893 28.8465 28.3265 27.8086 27.8048 0.0153724 0.0130957 0.0030122 27.7894 4.60568 1.06464 4.49293
internal_count=4034 1017 205 199 119 111 80 96 812 784 673 476 197 3017 136 2881 62 2819 2799 2760 2746 2735 2505 145 139 117 2360 167 118 161
is_linear=0
shrinkage=0.1


Tree=602
num_leaves=31
num_cat=0
split_feature=12 17 8 12 17 3 16 5 2 2 18 19 2 8 15 15 6 16 0 16 0 3 3 19 9 17 17 18 2 17
split_gain=0.000199316 0.000789631 0.000396488 0.000239763 0.000501259 0.00118881 0.000545691 0.000964074 0.000292004 0.000570322 0.000245046 0.000207218 0.000299925 0.000239077 0.000419726 0.00043816 0.000356468 0.000853614 0.00122773 0.00076191 0.00150664 0.000706319 0.00140233 0.00252943 0.000515634 0.00107857 0.000827689 0.0099671 0.00956671 0.00218048
threshold=82.696898122450008 183.19621122360005 8.1436447804000007 107.96682590455002 185.45496942040003 82.885164161750012 20.404952284350003 17.679107616400003 88.501682544250016 83.586740321150003 12.920478434700001 14.651182102100002 244.78475047185003 8.7431769115000026 39.296024648600003 42.493282152450007 16.535386346650004 22.544947280100004 86.103248543850015 22.644947046300004 85.995710218650018 93.281431752200021 93.69276584615001 14.251149826300002 206.75106037490002 192.20712075930001 200.11066131620001 14.466921572300002 227.66379729560001 204.49254535040004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 10 -6 7 -7 9 -5 -2 13 -13 16 -15 -16 19 -18 -19 21 -21 24 23 -23 26 -26 -10 28 29 -28
right_child=3 -3 -4 8 5 6 -8 -9 11 -11 -12 12 -14 14 15 -17 17 18 -20 20 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0015149750088154332 0.0019650885151268386 -0.0042622785217875893 0.0024028754553996274 -1.7174053781981241e-05 0.0057423183622376389 0.0013580940176051539 0.0032216487144971192 -0.0038956601978055692 0.00067610306456828296 -0.0040719493449586286 -0.00034139716221309057 0.002975870882076547 -0.00039558633788547033 0.0033735930502062196 -0.0010759425556174144 0.0024855523423130631 0.0016873517320167353 -0.00049920594847710921 -0.0044621076532116782 0.00034161316730289397 0.0060362792120466141 0.00067093692848940387 0.00025830070620189985 -0.008919159169864686 -0.005011311709912725 -0.00030288125587435785 -0.10035404190590423 -0.00032289392084512789 0.015912482126484585 -0.049171872731056859
leaf_weight=0.50333140066792104 0.52017861804927878 0.52639775031420288 0.53061105638617345 1.0045368979917828 0.560576027480295 1.0493083175645099 0.56963889037069737 0.52354847140460936 11.813302725420389 0.52985506096787549 4.023282161030834 0.55429286906047426 0.50358632963616401 0.54315193592840438 1.0121751640862156 0.52440705108653229 1.0237404573535496 2.9562803606554553 1.0628165330126647 2.0455310122453905 0.60112414123796032 0.51875701043172762 1.5369460673020103 0.5853742472841077 0.53776041830133792 5.1051303184849175 0.017866585571957416 1.5379911152962915 0.016837395349284634 0.015583879504902143
leaf_count=23 97 62 46 7 55 30 95 52 1132 98 144 53 9 76 33 47 360 59 24 55 83 8 248 55 110 484 16 426 23 24
internal_value=-4.94727e-08 -0.0011095 0.000495635 4.18728e-05 0.000564178 0.00164246 0.000569742 -0.000390695 -6.92941e-05 -0.00141737 -7.73287e-05 -5.6736e-06 0.00137094 -5.19716e-05 0.000984151 0.00013953 -0.000125328 -0.000890527 -0.00154716 3.32586e-05 0.00163502 -0.000162231 -0.00169476 -0.00441342 5.02992e-05 -0.000751589 0.000387943 -0.00175533 -0.0455646 -0.0765093
internal_weight=42.8539 1.56034 1.03394 41.2936 7.24653 2.70307 2.1425 1.57286 34.047 1.53439 4.54346 32.5127 1.05788 31.4548 2.07973 1.53658 29.375 5.04284 4.0191 24.3322 2.64666 21.6855 2.64108 1.10413 19.0445 5.64289 13.4016 1.58828 0.0502879 0.0334505
internal_count=4034 131 69 3903 473 232 177 82 3430 105 241 3325 62 3263 156 80 3107 443 83 2664 138 2526 311 63 2215 594 1621 489 63 40
is_linear=0
shrinkage=0.1


Tree=603
num_leaves=31
num_cat=0
split_feature=16 7 7 0 6 17 18 7 15 18 18 6 3 4 14 19 15 13 6 16 19 7 18 10 18 5 19 9 5 6
split_gain=0.000185767 0.000951546 0.0002614 0.0052308 0.00294444 0.00375834 0.00220583 0.00172349 0.000287954 0.000274826 0.00265706 0.0008226 0.00103395 0.00215942 0.00205414 0.000787846 0.000722639 0.00216117 0.000600138 0.000492992 0.00183147 0.000695783 0.00173461 0.00192455 0.000491441 0.000454544 0.000438048 0.000852496 0.000326066 0.000673816
threshold=22.704946905950003 21.844899366700002 22.516377366000004 85.683849075550015 16.475384944750001 188.83172615260003 11.862896247150001 19.506002767000002 35.215351613950006 13.4793103924 13.531614672700002 16.565387047600002 93.14163192940002 137.02556730370003 143.06733454090002 14.351157895250003 40.682889193900003 117.55283175385001 16.525386113000007 22.584947186600004 14.251149826300002 23.314707969200004 13.023291802750002 62.095317438950012 13.276755824150003 22.127107789600004 14.451165964200003 186.16747084260001 21.566902724800006 15.975373262050001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -6 -1 -5 15 -11 12 13 -12 -15 19 17 24 25 20 -4 22 -21 -24 -17 28 -18 -28 29 -16
right_child=1 -3 9 8 6 -7 -8 -9 -10 10 11 -13 -14 14 18 16 26 -19 -20 21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.029343305262804806 -0.0010388230614064389 0.0040515704665556162 0.0058721838435997469 0.001078948517808152 0.01104856572238685 0.094609242443858654 -0.096668197139156697 -0.1001150799366146 -0.0022300295528701821 -0.0070887510610660098 0.057451754362505297 0.0038183868050497903 -0.0043462549306730108 -0.1001883464763431 -0.00013876109484975096 0.0031642906228850488 -9.467108321756442e-05 0.0078425570783506593 -0.0034249713027310366 -0.00020994278377382751 -0.0012997867339838785 0.00052530023230327604 -0.0091578114502477628 -0.00066032475725294872 -0.00058967525488867311 0.0028398207008188147 -0.00073464008039973694 0.0049834786337245767 -0.001452974185026553 0.0015811955955108055
leaf_weight=0.0015787611353212201 0.87827645895776985 0.63108847260519951 0.55239918074740102 0.51878200840530475 0.0022845947237173378 0.0026695292591542019 0.011325410062503153 0.0029498141542090434 0.53336896886685281 0.54706953349944143 0.0065337402047686002 0.53945949373581825 0.56798481643872989 0.0020481073879697878 19.043263511802841 0.53213821582903653 3.5438073997006434 0.5847485346457687 0.51178481208466919 2.5201878991111437 1.0017676932093309 2.5283744344487786 0.54742548994677009 0.51943157716777932 1.0118079067906363 0.56449964130036079 0.50194086906412827 0.54254521601180805 1.5099401862792721 2.5872068842331819
leaf_count=27 49 109 48 220 175 10 314 112 42 21 4 46 80 2 2151 41 63 42 10 27 12 15 39 9 16 117 6 42 38 147
internal_value=-1.35944e-07 0.00108955 -3.99221e-05 -0.00158038 -0.0512299 0.000495593 -0.0785867 -0.054983 -0.000598478 1.12593e-06 -0.000193659 -4.47572e-05 -0.000128813 -2.99307e-05 -4.54382e-05 0.000351522 0.00114227 0.00266507 -3.69687e-05 -0.000341015 0.00124935 -0.000745191 -0.00164071 -0.00502055 0.000704171 3.61777e-05 0.000435787 0.00223557 -3.22159e-05 6.69618e-05
internal_weight=42.8487 1.50936 41.3393 1.07296 0.0208081 0.0071981 0.01361 0.00452858 1.05215 40.2664 25.8798 25.3327 24.7933 24.2253 24.2187 14.3866 6.71699 2.12869 24.2167 7.66959 1.55417 6.11542 3.58704 1.06686 1.54395 23.7049 4.58829 1.04449 23.1404 21.6305
internal_count=4034 158 3876 900 638 149 489 139 262 2976 2616 2595 2549 2469 2465 360 210 99 2463 150 60 90 75 48 57 2453 111 48 2336 2298
is_linear=0
shrinkage=0.1


Tree=604
num_leaves=31
num_cat=0
split_feature=12 17 8 14 18 2 8 4 4 15 16 13 7 7 6 15 18 9 6 16 9 14 2 0 16 15 7 10 9 17
split_gain=0.000171772 0.000659383 0.000311693 0.000242161 0.00140968 0.000333309 0.000400145 0.00035979 0.000321426 0.0002796 0.000950691 0.000627806 0.0146434 0.0106642 0.000767343 0.000669957 0.00114797 0.00191074 0.00044187 0.001552 0.00280282 0.000463134 0.0020751 0.000779966 0.000709993 0.000671007 0.00191067 0.000831108 0.000943154 0.000351716
threshold=82.696898122450008 183.19621122360005 8.1436447804000007 177.36626049935003 14.766576839600001 76.243484112200022 8.4434108459500017 163.63411595980003 158.55438663830003 37.050691080100002 22.644947046300004 117.38883580790001 23.899651152000004 23.203497038450006 16.405383309150004 40.309074029200012 13.545319032100002 187.45330412110005 16.465384711100004 22.624947093000003 204.99169312540002 279.80989663500003 207.18514273665002 86.162394622750014 22.644947046300004 42.246988155050012 21.725272673150005 61.987779113750001 200.95377551580003 192.61429575720004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 8 -8 -2 10 -5 12 13 -11 15 -13 17 -17 19 29 -21 25 -23 24 -24 27 -27 -20 -29 -16
right_child=3 -3 -4 9 -6 -7 7 -9 -10 11 -12 14 -14 -15 18 16 -18 -19 21 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0013424212686593601 0.00016093435800137591 -0.0039081165923986819 0.0021320310996800654 -0.00020863593911979613 0.0053429324920030666 0.0024048763431116713 0.0033750026795294572 -0.00033793847388242053 -0.0017567140223111359 0.011192535476297016 -0.0044997115329964473 0.0014304541279030638 -0.0018120002217349653 0.094521253810033345 0.00094543718229172396 -0.00021530635717662062 0.0010804166535623521 -0.0088019909371857431 -0.0020440420538676233 0.0093487842373852683 -0.00095293816111899658 -0.0067390396155342413 -0.0038925050066094579 0.0035552345823671931 0.00065260544300350118 -0.00069978421181711957 0.0066909215528374146 0.0021551343641934171 -0.000886850034606033 -0.00097821004515343674
leaf_weight=0.50384434600948302 2.0246616002709801 0.52712640157292856 0.52959312949805604 17.46622679137333 0.57395849663723186 0.56809481984831656 0.53357264599435417 0.51085485683870502 1.5380581845391068 0.033395930975760879 0.53203292619218601 0.51846751398989388 0.5504181148581635 0.028434874086087802 2.5415685622330271 0.50198677105981893 0.52770545128593105 0.53570938686313974 1.5911065985992525 0.56368099946927486 0.49693720196319191 0.53277897977525723 0.51932027606886277 0.53304946496791661 1.0162454791335731 0.86032751212769631 0.58945759842761714 2.060920439340407 2.016452151001431 1.5182637385032238
leaf_count=23 49 62 46 2732 66 186 54 11 52 37 26 14 146 18 33 9 70 43 42 37 6 25 39 18 43 8 70 28 13 28
internal_value=-1.09561e-07 -0.00102997 0.000438089 3.88202e-05 0.000640941 0.000119469 -0.000162339 0.00155891 -0.000666932 -5.85983e-05 -0.000335481 0.00022558 0.00337139 0.0495139 0.000111776 -0.00168514 -0.00271703 -0.00464817 0.000364101 0.0011159 0.00452206 -3.19559e-05 -0.00117381 0.000259529 -0.000884527 0.00038534 0.00230515 -0.000105675 0.00065073 0.000226047
internal_weight=42.8443 1.56056 1.03344 41.2837 5.7492 5.17524 4.60715 1.04443 3.56272 35.5345 17.9983 17.5362 0.612249 0.0618308 16.924 2.08387 1.5654 1.0377 14.8401 5.12045 1.06062 9.71966 2.60139 2.06862 1.53557 7.11826 1.44979 5.66848 4.07737 4.05983
internal_count=4034 131 69 3903 418 352 166 65 101 3485 2758 727 201 55 526 136 122 52 390 104 43 286 125 100 82 161 78 83 41 61
is_linear=0
shrinkage=0.1


Tree=605
num_leaves=31
num_cat=0
split_feature=17 17 12 8 7 16 7 17 4 4 6 6 5 17 13 17 10 18 8 9 8 12 9 6 6 6 2 0 6 6
split_gain=0.00017702 0.00101729 0.00092432 0.000421373 0.00046161 0.000353197 0.000330478 0.000312396 0.00151518 0.000934739 0.00071042 0.00108118 0.000774108 0.00634735 0.00820122 0.00320382 0.000448665 0.000946975 0.000439253 0.000605253 0.00138968 0.000930487 0.00159433 0.00298915 0.000560593 0.00059969 0.00104039 0.00213533 0.000467917 0.00046623
threshold=187.51563899930002 186.57794620975002 94.328280857900012 8.543332867800002 22.792619241600004 22.694946929300002 25.016749795550002 195.18216166535004 169.88079978325004 178.59129095495004 16.565387047600002 16.525386113000007 22.53967987815 203.72643944000004 117.55820867010002 197.38773738110004 61.93938686740001 13.3584252364 8.6432548896500023 199.17419511990002 8.4434108459500017 127.28368602940002 206.57490536735003 16.535386346650004 16.575387281250006 16.385382841850003 192.44078413960003 86.692020874450009 13.78532209185 16.555386813950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 7 -1 16 -9 -10 11 12 -11 14 15 -14 17 -4 19 20 24 28 23 -23 25 -18 27 -27 -21 -30
right_child=2 -3 5 4 -6 -7 -8 8 9 10 -12 -13 13 -15 -16 -17 18 -19 -20 21 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.00027828723914032717 0.0039658786387629296 -0.0045687844022936188 0.0052287390686236116 0.0035903159164301099 0.00024002002363833323 0.0024448541963649519 -0.0028673208672325558 0.020876260399787006 -0.024398752567134988 -0.00014995441529118319 0.0032720106849488447 -0.0048742794630600049 -0.0331289352705871 -0.00015875450958363477 0.0048542302292324049 -0.093598864836991702 -0.0007027686718513739 -0.00074376420888946698 -0.0011846698913563255 0.0024535570593728633 -0.0048660377430745803 0.010217468930352911 -8.7304456481093535e-06 -0.00024434905131830035 -0.002928581463717439 0.0081447640951943494 -4.5757903179033994e-06 0.00049188318443347851 -0.0034624305293311391 0.00022938165121163908
leaf_weight=7.9931543746719909 0.61310966452680205 0.54186245043110481 0.54215310798274219 0.56461260489126752 1.5140798404657756 0.60140382887141086 0.52543202663934252 0.033661002118603345 0.016163065526938136 13.807905855579701 0.52657196271317808 0.53620541882325845 0.016148733522582503 0.5201024520442864 0.030506048542633835 0.019153975898858366 2.5373495222300653 0.52020537486570562 2.036894614842697 0.51591011385608032 0.57107062884345072 0.60303074154646219 1.0184260774559488 0.49918321520090103 0.51190498158393882 0.57218537018400151 2.5281312538694776 1.0049632203299552 0.51951440609627741 1.0015368759632108
leaf_count=967 128 77 30 124 32 91 390 29 24 1163 33 26 11 61 35 36 264 12 46 14 66 56 64 2 12 110 47 7 73 4
internal_value=3.43432e-07 -0.000342583 0.000120832 -0.000126488 0.00115002 4.50069e-05 -0.000437981 -2.33098e-06 -0.000316974 -0.00036308 -0.000337946 -0.000465266 -0.00030102 -0.00386111 -0.0331217 -0.0659377 0.000323316 0.00230418 0.000172139 0.000404709 -0.000118839 0.00137756 0.00284376 0.0054794 0.000260079 0.000505809 0.00125279 0.00326833 -0.000148866 -0.00103156
internal_weight=42.8425 11.1391 31.7034 10.5973 2.07869 31.0903 8.51859 30.4889 15.5064 15.4728 15.4566 14.93 14.3938 0.585911 0.0658088 0.0353027 14.9825 1.06236 13.9201 11.8832 7.7256 4.1576 2.12064 1.10221 7.15453 6.64263 4.10528 1.57715 2.03696 1.52105
internal_count=4034 1590 2444 1513 156 2316 1357 2225 1418 1389 1365 1332 1306 143 82 47 807 42 765 719 506 213 122 58 440 428 164 117 91 77
is_linear=0
shrinkage=0.1


Tree=606
num_leaves=31
num_cat=0
split_feature=8 17 17 14 2 9 12 13 18 7 15 9 16 16 5 19 6 15 9 9 5 18 5 6 15 13 17 7 7 2
split_gain=0.000231966 0.000214206 0.00139549 0.00420251 0.00899347 0.00525224 0.00495443 0.000352805 0.000733648 0.00293016 0.000631588 0.000422037 0.00037386 0.00147345 0.0210682 0.0160603 0.000945637 0.000515899 0.00134653 0.000613443 0.000384898 0.000649313 0.000855171 0.00204875 0.00049302 0.000927782 0.000304749 0.000323611 0.000369342 0.000337807
threshold=8.8430989333000021 188.83172615260003 189.31157886915003 148.67011998770002 62.922191810850009 209.86393725660002 87.111491403900018 117.54207792135001 13.3584252364 23.109894804950002 42.246988155050012 196.64273721640004 15.584963555600002 18.194957452300002 13.8160216159 12.551012654050002 13.65531905435 31.233764884050004 205.67007911670001 199.38481636575003 22.127107789600004 13.303774303900001 20.911722254300006 16.445384243750002 33.005488016050009 107.29098706995002 201.71342726775001 24.385896469550001 25.350214218950004 181.73369492375005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 10 9 -9 12 -10 16 14 -14 -16 -8 18 19 -15 21 -19 24 -24 25 -23 27 29 -29 -26
right_child=-2 2 3 4 6 -7 7 8 11 -11 -12 -13 13 17 15 -17 -18 20 -20 -21 -22 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00030562082185291899 -0.0020118429485929744 0.0051871554884725477 -0.075173273312972785 0.012800280491344844 -0.10030501005959454 0.098933946566013439 6.4150712042232861e-05 -0.0019695250545072422 0.0028162171527952528 0.0082752854683308258 -0.0034749310484057578 -2.8194929517432074e-05 0.00050032400785443066 0.0029112945855644563 0.051366285711228324 -0.10018512922996994 0.0046922863756520411 0.0029723584301430254 0.0055928345786733944 -0.00096243836197346111 0.000992109979363202 6.6870467826458347e-05 -0.0074301808395852908 -0.00089519519167492875 0.001481293667267165 -0.0051106101523331129 0.0012868138498772078 -0.003565501202249589 -0.00026503873790331326 -0.00049218220285021685
leaf_weight=13.268799296145376 0.56538588388300937 0.5460038795993637 0.0074183219985560758 0.013977665239148673 0.0049188965140299903 0.014344844974402804 2.0350295385346167 0.5729991039241138 0.57530866603622133 0.54444647182390327 0.55387174360746172 5.591021068332509 0.50904253221174522 0.55677405046139927 0.0086639202618243871 0.03624698938849269 0.56379084131195112 0.52003177038568438 0.55856748275436974 1.5382247826075852 2.0371070876899458 1.0012755532470672 0.57003436175681033 3.0283523695688928 1.5310772379889388 0.52894281369697171 2.0431084737118113 0.51315671370616633 0.99940820297386068 2.0009054451802513
leaf_count=1621 201 42 11 40 22 7 622 81 43 15 97 147 158 63 10 139 59 33 63 47 39 10 136 23 40 114 73 26 37 15
internal_value=2.79175e-07 2.71907e-05 0.000179446 8.33663e-05 0.000102989 0.0564254 4.68643e-05 6.42346e-05 0.000664418 0.00302199 -0.000142621 0.000237184 -5.29367e-05 -0.000214975 -0.0052923 -0.0709488 0.00106818 -5.35807e-05 0.00123022 6.70581e-05 -0.000284174 -0.000488309 -0.000635626 -0.00193043 -9.49819e-05 -0.0017228 0.000256463 -0.000160843 -0.00138476 0.000363299
internal_weight=42.8382 42.2729 29.0041 28.458 28.4506 0.0283225 28.4223 28.4174 7.28378 1.11745 21.1336 6.16633 20.5797 17.9809 0.553953 0.0449109 2.59882 17.427 2.65357 2.095 14.7734 12.7363 12.2163 3.59839 8.61787 1.53022 7.08766 5.04455 1.51256 3.53198
internal_count=4034 3833 2212 2170 2159 47 2112 2090 286 96 1804 190 1707 1026 307 149 681 719 173 110 546 507 474 159 315 124 191 118 63 55
is_linear=0
shrinkage=0.1


Tree=607
num_leaves=31
num_cat=0
split_feature=4 9 8 17 10 0 17 17 0 0 2 6 15 16 19 0 9 17 6 2 8 9 3 17 2 6 16 16 17 5
split_gain=0.000191391 0.00399011 0.000283396 0.000219232 0.00430385 0.0057743 0.00537471 0.00126484 0.00035024 0.000353781 0.000735891 0.000325314 0.00106479 0.00757785 0.00835212 0.010043 0.0106243 0.00621749 0.00527488 0.00258538 0.00243994 0.0013091 0.000588454 0.00699265 0.00157103 0.00102401 0.00194442 0.00172622 0.00232565 0.00061607
threshold=142.34057910165004 194.56033515110002 8.8430989333000021 183.35201426355002 61.853356207250009 85.121961326250016 188.10488866565001 182.63036160245002 85.495657006400009 85.764502819450016 90.745765132650021 16.455384477450004 20.729785921300003 14.184966829400002 11.750948102400001 97.878695155250014 218.97685776085004 183.58889821140002 11.630271739450002 171.97230602530001 7.5441126493500006 187.94830913940004 93.499196860750018 183.75393144810002 53.810443956900009 16.285380505300001 22.544947280100004 22.624947093000003 188.19076296340003 24.393336510100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -5 -2 -6 10 -10 12 13 19 -15 -16 18 -14 20 -11 21 -17 23 -19 -25 -26 -27 -28 -29 -24
right_child=2 -3 -4 4 8 -7 -8 -9 9 11 -12 -13 17 14 15 16 -18 22 -20 -21 -22 -23 29 24 25 26 27 28 -30 -31
leaf_value=0.048294859619934974 -8.4924552330165452e-05 -0.025149785034520124 -0.0022557737084515947 0.038059074934653075 -0.0024335952290962934 0.055073920753304084 -0.059519054619488476 -0.0052223142912732924 -0.00077543210415242816 -0.10017503434908243 0.0045164434623411083 -0.00034224804676360283 -0.10031395765882554 0.09381811136982332 0.09207856302228784 0.044067137669825784 0.076534312334314292 0.10011547461247297 -0.096895665783247098 0.020424028031135966 0.096298400497304204 -0.10013580287962476 -0.0043956767344857286 -0.10007381451665483 -3.1583303397586974e-05 0.0070396355167985803 -0.00015283497977753509 -0.00047760702645990188 0.0089376716232613604 0.00046537533284716852
leaf_weight=0.01348323926332895 5.4262883391049161 0.016387808570016205 0.55245224262041048 0.011278835639843665 0.54869278573607161 0.032458759495057166 0.011300469627405385 0.5256610866902961 0.51604447147110855 0.0069216748412227608 0.53543742643427317 12.826534865508931 0.0061455021202608809 0.014244799774815076 0.0094193670086539782 0.0010345360202313461 0.0071090544190610663 0.0070303691554575156 0.014468839614892204 0.0023918891480534804 0.0023546342531801656 0.0016081378796570789 0.53631414740811922 0.0015571479198140939 15.517905765938517 0.58169882253423466 3.5438416191100259 0.50022489106049739 0.55168642659555189 0.50735815167098508
leaf_count=27 1126 35 168 12 58 21 30 42 29 190 82 224 26 17 17 41 9 5 36 372 6 10 28 6 1188 104 58 5 46 16
internal_value=4.69129e-08 0.00800177 -5.53773e-06 2.3888e-05 0.000116137 0.0280588 -0.0107767 -0.000538646 7.36999e-05 0.000112245 0.00191931 5.73925e-05 0.000292387 0.0136456 0.0290044 0.00335453 -0.028093 0.000255831 -0.066303 -0.069203 0.0222729 -0.0436842 0.00028425 0.00040104 0.000367169 0.000374727 0.00159252 0.000903064 0.00446034 -0.00203258
internal_weight=42.8293 0.029871 42.7995 42.247 36.2951 0.0550381 0.0225793 5.95195 36.24 35.6913 1.05148 34.6399 21.8133 0.0595529 0.0502394 0.0359946 0.0265752 21.7538 0.0194661 0.00931356 0.00499731 0.00264267 21.7476 20.7039 20.6969 20.6954 5.17745 4.59575 1.05191 1.04367
internal_count=4034 62 3972 3804 2636 63 42 1168 2573 2515 111 2404 2180 698 136 119 102 1482 93 562 57 51 1456 1412 1407 1401 213 109 51 44
is_linear=0
shrinkage=0.1


Tree=608
num_leaves=31
num_cat=0
split_feature=4 9 15 16 19 2 6 9 6 17 17 3 3 2 5 3 5 3 5 3 8 8 6 6 0 7 5 9 16 7
split_gain=0.00040747 0.00410109 0.000276336 0.000594712 0.000372064 0.000291443 0.00294287 0.00489933 0.0050671 0.00384156 0.00343133 0.000857459 0.000413264 0.000311115 0.00593453 0.00745878 0.00592229 0.00224956 0.00145138 0.000691705 0.000191974 0.000229709 0.00030117 0.000693039 0.00170982 0.00454029 0.00110821 0.0132217 0.009565 0.00259592
threshold=137.02556730370003 194.56033515110002 46.683480308100009 22.584947186600004 14.651182102100002 282.50503784000006 16.495385412050002 200.95377551580003 14.955349429350003 203.92158861145001 209.55094140555002 87.162501047250018 90.041839705000015 222.71270326640004 24.279163357700003 93.281431752200021 21.336111252450003 89.805255389500005 19.666931905550005 80.059594666600006 8.8430989333000021 8.7431769115000026 16.455384477450004 16.285380505300001 86.565663342300013 23.127267687200003 20.769304081650002 196.64273721640004 22.624947093000003 23.779256055650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 13 7 9 10 -7 12 -12 -9 20 15 16 17 18 19 -15 21 22 23 26 -25 -26 -2 -28 29 -29
right_child=2 -3 3 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.057873654701211086 1.551466808844416e-05 -0.029257174792662145 0.00010226038427491793 -0.004042516354692759 0.0026064504504134224 -0.097168820520984425 0.00064856839950621769 -0.035007498416234621 0.09692549568636874 0.086561950635302629 -0.0012402033344968654 0.10001074285570624 -0.100182870448464 0.0051393467873484984 0.00039173679472657622 -0.10031007696486119 0.046456669536739409 -0.088588977873329394 0.076628379571620983 -0.10003651832722092 -0.0018674569462658189 0.00095114511469484827 -0.00044728901792726343 -0.00018947476899450124 0.00049939491799786773 0.010834216686909801 0.00042163453790653718 0.030042587731252769 -0.087266836258407754 -0.035419297228934138
leaf_weight=0.010661956012610996 18.523437955864001 0.010949939511192497 1.0053900808077081 0.5279790346164982 0.55821628358535136 0.0041385235824422098 0.50650365759306737 0.0017550243974770998 0.012670728790681096 0.0015696142548498604 0.0013057193687995294 0.0023270102246897295 0.002183028613217175 0.0013237928092570544 0.50612827670609373 0.01352181957131468 0.010934753194323021 0.0075183939986800397 0.0016313029137301066 0.001185078160516273 0.53790139515094537 2.5560179820895419 11.71812725225646 3.5985459860121578 1.5157525655813517 0.59076379126781819 0.53853146067691327 0.011775139137171209 0.031358152467873879 0.01247627148883268
leaf_count=25 1725 21 24 112 62 218 52 42 42 95 61 13 2 117 56 21 31 30 17 25 125 42 583 135 16 94 188 7 16 37
internal_value=2.12938e-07 0.0137277 -6.71862e-06 -0.00132489 4.22605e-05 7.09973e-06 0.00233132 0.0351764 0.0582507 -0.0466468 -0.0064768 0.0636179 -0.071137 -2.37025e-05 -0.0024028 -0.0415663 -0.00640889 -0.0559923 0.0032019 -0.044541 8.84608e-06 3.46606e-05 -2.94472e-05 0.000167805 0.00113506 0.00339775 -0.000120843 -0.00437204 -0.0507947 -0.00363464
internal_weight=42.8226 0.0216119 42.801 1.53337 41.2676 40.7094 0.532453 0.0259496 0.0202415 0.00570814 0.00757078 0.00363273 0.00393805 40.1769 0.542243 0.0361151 0.0225933 0.0116586 0.00414017 0.00250887 39.6347 39.0968 36.5408 24.8226 5.70506 2.10652 19.1176 0.594141 0.0556096 0.0242514
internal_count=4034 46 3988 136 3852 3790 525 473 160 313 118 74 44 3265 297 241 220 189 159 142 2968 2843 2801 2218 245 110 1973 248 60 44
is_linear=0
shrinkage=0.1


Tree=609
num_leaves=31
num_cat=0
split_feature=15 16 19 15 10 10 16 17 6 16 2 17 9 2 18 12 17 9 17 15 17 16 0 13 17 4 18 6 17 4
split_gain=0.000225861 0.000480068 0.000337543 0.00134179 0.000639887 0.00122449 0.00165255 0.00104462 0.000451127 0.000894525 0.000511679 0.000449973 0.000371241 0.00514421 0.003884 0.00124786 0.000471164 0.000434303 0.000524703 0.00120163 0.00034036 0.00705994 0.0100244 0.0111827 0.000445841 0.000628263 0.000464688 0.00193377 0.00289297 0.000741649
threshold=46.683480308100009 22.584947186600004 14.451165964200003 42.713473568600008 61.977025281250008 62.057679025150001 22.674946976100003 190.25644477395002 16.545386580300001 22.574947209950004 185.01730422545003 191.86029796145002 199.17419511990002 53.810443956900009 13.043896815850003 81.514192512750014 204.42624920380004 200.84017322135003 194.73806315685002 22.233787461850003 196.70243143610003 22.624947093000003 90.407470010750018 109.49014582065001 194.36188291790003 250.05420802265002 13.043896815850003 16.455384477450004 192.77618096940003 169.88079978325004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 7 6 -6 -4 9 -7 11 -11 16 -14 -15 -16 20 18 19 -17 24 22 -22 -24 26 -26 -1 29 -29 -28
right_child=1 -3 3 -5 5 8 -8 -9 -10 10 -12 -13 13 14 15 17 -18 -19 -20 -21 21 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=0.00020148155511479833 9.203840439819702e-05 -0.0036289491007688128 0.0011025454823749071 0.005379067046779539 0.0074292884937477086 -0.0044212605170676714 -0.00044142872226667025 -0.0050240782934017104 0.0023267890538694043 -0.0005797820443924753 -0.0023024702831201563 0.0035934050460515936 0.066396578857982863 0.053805852538778134 -0.10000972997880045 -0.00031062245069645854 0.0024842763114190751 -8.5288818623297636e-05 -9.0287655446234842e-05 0.004506028136684481 -0.10037257625930583 0.00096794044402655319 -0.093136909410376723 0.019118015980230569 0.0038944674227149737 -0.00034170787289928488 -0.0040135435229425023 -0.0097425624691136574 0.0005343170005528982 -0.00017145799749159526
leaf_weight=3.9632491766112512 1.0053218078497983 0.52926436263733867 0.57553073035524061 0.56814092021370566 0.56657942033234598 0.54759270782233294 0.50411931172857294 0.53888126242759427 0.52643115029059107 0.50341260369896168 0.51232330309903762 0.53081444924464449 0.011731693462944004 0.013487650666060058 0.0012443940592515848 1.0031305235065731 0.52362978929397996 17.42953341044646 2.0122022631681489 1.0708411031734355 0.016922626072888317 0.50398788484744728 0.012029052040685925 0.033838634945595913 0.53597211933904332 1.0095404622980872 0.54740494979825793 0.59464807980846834 0.5078595078001058 6.1132826032421406
leaf_count=581 24 112 60 83 42 49 8 56 35 12 22 36 8 35 27 13 252 1155 32 36 19 4 173 26 85 43 54 128 18 806
internal_value=-5.63691e-08 -0.0011913 4.42298e-05 0.000783386 0.000240073 0.000874101 0.0037235 -0.00186002 -0.00029009 -0.000947928 0.000281887 0.0015621 -6.63997e-05 0.000196156 0.000160084 0.000126457 -0.000460208 0.000132249 0.00106015 0.00217633 -0.000571622 -0.00297146 -0.0345911 -0.0103215 -0.000469137 0.00112737 -0.000679551 -0.00112933 -0.00500862 -0.000487218
internal_weight=42.8129 1.53459 41.2784 5.37383 4.80568 3.69127 1.0707 1.11441 2.62057 2.09414 1.54655 1.03423 35.9045 21.5422 21.5304 21.517 14.3624 21.5157 4.08617 2.07397 13.8387 0.566778 0.0627903 0.0458677 13.272 1.54551 11.7264 7.7632 1.10251 6.66069
internal_count=4034 136 3898 403 320 204 50 116 154 119 70 48 3495 1306 1298 1263 2189 1236 81 49 1937 222 218 199 1715 128 1587 1006 146 860
is_linear=0
shrinkage=0.1


Tree=610
num_leaves=31
num_cat=0
split_feature=2 12 9 12 6 17 12 2 19 9 2 0 15 18 17 13 9 15 15 7 18 14 8 17 16 5 2 5 9 9
split_gain=0.000230707 0.000425796 0.000422594 0.000215415 0.00157873 0.00350044 0.000797774 0.000652157 0.00126809 0.000478266 0.000715461 0.000364624 0.00260896 0.0411688 0.000955292 0.000607615 0.00123215 0.000802668 0.000679161 0.000410936 0.000856916 0.000352524 0.000335561 0.000335104 0.000487502 0.000403513 0.00030779 0.00064888 0.000303048 0.000375152
threshold=49.864842700850012 82.696898122450008 212.35746315350005 149.09269374785001 10.425243584150001 160.21442126885003 144.57070813310003 135.72285180265001 14.551174033150001 211.36251378275003 119.01310915410001 86.329079026800017 41.29990759910001 13.077716774800001 192.94032447935004 117.55283175385001 202.49517884540003 42.246988155050012 40.974857724300008 23.051546669900002 12.933745112000002 228.85312745180002 2.7478556007500008 193.70011821090003 22.584947186600004 22.127107789600004 154.31016903475003 17.505247228350004 209.86393725660002 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 2 -2 4 22 -6 9 8 -5 28 -11 12 13 -9 19 17 -17 18 21 20 -14 -13 -3 24 26 -25 -23 -28 29 -7
right_child=1 3 -4 7 5 6 -8 11 -10 10 -12 15 14 -15 -16 16 -18 -19 -20 -21 -22 23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0020712423983346453 -0.0040024619804507047 -0.028008974180927005 4.7868190085922978e-05 -0.0057802023814954176 -0.10014257722666707 0.0005021886411871434 0.0040837257858421855 0.00087132603005412408 0.0010875023590500332 -0.0044288139336973644 9.2740736151020441e-05 0.002463048159463042 0.0006529521841120155 -0.09843887429419157 0.0037849071306017439 0.0033752410473825789 -0.00059504582501834638 -0.0038856903547014546 0.0035745698389666085 -4.5520076677571896e-05 -0.0050392149294901309 -0.0026624410088345756 -0.10010040682932086 -9.4924852598524199e-05 -0.003967047859236324 0.0027777558562950039 0.003014053526496831 -0.0013093299148055312 0.0020161483804690713 -0.00073720498679942157
leaf_weight=0.53101444575662426 0.52984779786574765 0.0010006706381159294 0.50133341770059303 0.57630011629997102 0.0034692960199603764 11.777482856742511 0.5446724427875641 0.51079539299230492 0.5039790909831936 0.53753846724641619 1.0028172503385233 0.51213601067137915 0.51699628057286873 0.045457589852256897 0.5779388874243957 1.6059514687599397 1.5229114654684961 0.53978263328919496 0.5246487737136637 4.0415130694708905 0.54146578874047679 0.50926171352687633 0.0018199215615766207 8.1541292643375041 0.51712998317088921 0.52016257259333443 0.52834104207432542 1.0122623491642107 1.0334578539736856 3.0811702673665868
leaf_count=45 75 103 11 79 117 803 66 189 4 103 11 8 24 81 111 42 50 73 21 45 77 101 112 941 9 16 330 154 33 200
internal_value=-1.69109e-07 -2.61875e-05 -0.0020333 2.39934e-05 0.00028391 0.000295645 0.000315028 -0.000176951 -0.00257623 0.000197276 -0.00148515 -6.0098e-05 -0.000708553 -0.00724441 -6.82493e-05 0.000193407 0.00144278 -0.000111568 5.43545e-05 -0.000504896 -0.00225893 -0.000102781 -0.0745243 -0.000219676 -0.00122334 7.73383e-05 -0.000531165 0.000173349 0.000360347 0.000245181
internal_weight=42.8068 42.2758 1.03118 41.2446 17.9834 17.9806 17.9771 23.2612 1.08028 17.4325 1.54036 22.1809 6.23417 0.556253 5.67791 15.9467 3.12886 12.8179 12.2781 5.09998 1.05846 11.7534 0.00282059 11.2413 2.567 8.67429 2.04987 1.5406 15.8921 14.8587
internal_count=4034 3989 86 3903 1548 1333 1216 2355 83 1150 114 2272 527 270 257 1745 92 1653 1580 146 101 1559 215 1551 594 957 585 484 1036 1003
is_linear=0
shrinkage=0.1


Tree=611
num_leaves=31
num_cat=0
split_feature=2 12 18 8 19 5 9 9 5 0 9 17 16 18 8 7 17 0 17 16 5 16 2 7 10 17 10 5 5 2
split_gain=0.000187239 0.000344209 0.000455045 0.000195424 0.000274883 0.000672161 0.00123885 0.00102331 0.000603875 0.00160979 0.000639299 0.000869921 0.000311791 0.000779259 0.00117592 0.000840951 0.011484 0.0053938 0.00644525 0.000481748 0.00684275 0.0070079 0.00489878 0.00201653 0.000467846 0.00075836 0.000506978 0.000589199 0.000462628 0.00196334
threshold=49.864842700850012 82.696898122450008 14.030930991100002 8.8430989333000021 14.451165964200003 24.393336510100003 201.32298960505003 199.38481636575003 20.872540794500004 85.995710218650018 192.39832633775004 188.19076296340003 22.574947209950004 13.552878921100001 8.4434108459500017 23.667467222350002 195.00249838555001 90.407470010750018 196.80409074510004 22.534947303500005 23.389417063900002 20.784951395750003 95.420340682600013 22.516377366000004 61.923256118600001 183.49170501290004 61.987779113750001 21.500664456800006 21.723721974650005 161.52534673545003
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 7 8 -6 10 11 -10 13 14 19 16 -15 -18 -19 20 21 22 -3 -24 25 -14 27 -26 -28 -30
right_child=1 3 -4 -5 5 -7 -8 -9 9 -11 -12 -13 24 15 -16 -17 17 18 -20 -21 -22 -23 23 -25 26 -27 28 -29 29 -31
leaf_value=0.0018667642598569269 0.0002743043541189244 0.097822003646450509 -0.0039245083855685443 -0.0018447062960718699 -0.00058984454107884456 -0.0027468273966863069 0.0054011223798983779 -0.0037353608052920792 -0.00060992406013302906 0.0064702890526047094 -0.0011333331741744048 0.0051582021354668554 -0.0011793116343063997 7.7154584590215998e-05 0.0059471598414557467 7.8889068440067967e-05 -0.088564331419958009 0.049857340533558052 -0.071236164260367704 -0.00020818474182874447 0.0007546525919724091 0.0931357662920268 0.021015763173925155 -0.10022553376008743 -0.0003564491019975706 0.0027985056886017153 -0.00099192416388569553 -0.0031325937494736523 0.0060224819476060992 -0.00033151810720471678
leaf_weight=0.53030408981134414 0.51562803984334837 0.0026666169137710416 0.51680576857830829 0.55380730060826167 1.5332786476647005 0.52112595077149304 0.5747805820266193 0.51238175407400444 0.50970895640057345 0.59867391286752525 1.0623936440140083 0.53684708841319662 0.86586172472743594 0.5264120917411369 0.5434969852794892 17.49436727021822 0.022111398844875979 0.0082789703883889842 0.009370084201993506 1.4984164138106733 0.50757301646895914 0.016322464194672648 0.0019740307682501734 0.0044970388439367071 1.5074576841434448 1.0734669790512121 4.5698147491493719 1.5511672561590764 0.55216499245595851 4.0764649331947895
leaf_count=45 38 11 48 166 52 53 103 24 13 52 30 30 15 237 37 2009 29 17 31 9 480 75 107 7 10 38 69 46 32 121
internal_value=-5.9471e-07 -2.40234e-05 -0.0018275 2.11317e-05 4.65321e-05 0.000680867 0.00101612 0.000485875 0.000995881 0.00189385 0.000594721 0.00234893 -5.99894e-05 0.000188167 0.00181564 -4.38676e-05 -0.00383697 -0.0556584 -0.0144326 0.000710291 0.00329223 0.0538813 -0.0162381 -0.0632403 -0.000420702 0.00102251 -0.000649049 -0.00176436 -0.000278191 0.000426472
internal_weight=42.7976 42.2673 1.03243 41.2349 40.6811 5.84919 5.32806 4.75328 4.2409 2.70762 2.10895 1.04656 34.8319 20.6355 2.57495 18.0605 0.566173 0.0397605 0.0176491 2.03145 0.533033 0.0254602 0.00913769 0.00647107 14.1964 1.93933 12.2571 3.05862 9.19844 4.62863
internal_count=4034 3989 86 3903 3737 357 304 201 177 125 73 43 3380 3049 726 2323 314 77 48 689 680 200 125 114 331 53 278 56 222 153
is_linear=0
shrinkage=0.1


Tree=612
num_leaves=31
num_cat=0
split_feature=12 17 6 2 19 7 12 17 7 9 7 15 13 13 7 13 5 16 19 13 15 17 13 6 10 5 9 5 16 18
split_gain=0.000187102 0.00301368 0.00155859 0.000836906 0.00105804 0.000757111 0.000645457 0.00140232 0.000600696 0.00127197 0.00165166 0.00105194 0.0141598 0.00284236 0.000605533 0.000501802 0.000475558 0.000423715 0.000456732 0.000310277 0.000286878 0.000989573 0.000397027 0.000983662 0.00045967 0.000538188 0.00100868 0.000442562 0.00101329 0.00031336
threshold=149.09269374785001 159.58247398035004 10.715250360100002 135.72285180265001 14.551174033150001 22.381996090050006 144.57070813310003 162.57770630285003 23.109894804950002 193.67618212375001 22.835261448650005 40.974857724300008 117.60660091645001 117.06622083225001 23.150522195450005 117.54745483760001 28.449653740450003 22.674946976100003 14.651182102100002 116.35915634395 45.169600924000008 190.94474013770002 117.55283175385001 16.465384711100004 62.084563606450011 22.127107789600004 197.02865361825005 20.872540794500004 22.534947303500005 13.975517741000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -2 -3 7 16 9 11 -11 12 13 19 -10 -13 -4 18 20 -5 22 -22 24 -24 -16 27 -27 -26 29 -29
right_child=3 2 6 8 -6 -7 -8 -9 14 10 -12 15 -14 -15 17 -17 -18 -19 -20 -21 21 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.10013330990550307 -0.0058405100097540666 -0.016743351959980852 0.030260328880783338 -0.010188410640992348 0.00044201088417622633 -0.10006820195205 0.003655859891857904 0.00014645158346840044 0.003464476319288882 -7.6010663926961584e-05 -0.0079460630763876963 -0.00013727477147204209 7.635117152711299e-05 0.088300925695058083 -0.0031981950723008433 -0.003711229526313739 0.099421186514431867 0.002835885209193598 0.0028947390025952234 0.042106293453530529 0.00045500368120770769 -0.0048386962355231678 0.0028470392109489389 -0.0003452697572866655 -2.1814813474596262e-05 -0.001186275576731787 0.0050283283315819046 0.0006703507854892084 -0.0054069725240956405 -0.0023751987556836617
leaf_weight=0.0029915917597261856 0.57548206139640246 0.0021248055765491483 0.0024314050600410244 0.0035533679123534992 0.5017987132205235 0.0022400860800995126 0.54297096473093631 18.98920664874915 0.54198556559895905 0.51697596422072456 0.5507485659872644 1.5258998453006163 0.50225427255252653 0.022831976433931089 0.51473113437355067 0.5290710537003761 0.0016820035006670508 0.53804264942732416 0.52384338696327759 0.0016667682215256718 1.0081213074736286 0.54350502564323822 1.5594084933691181 2.5333031064656097 7.6576753382909395 0.50679087571066606 0.53888356231661305 1.0062460604822265 0.53721274317467749 0.50859924599859763
leaf_count=177 79 29 45 288 4 153 66 1194 23 41 52 36 32 24 33 49 15 79 24 42 6 94 36 23 1234 14 44 7 30 61
internal_value=-4.92809e-07 0.000227569 0.000242934 -0.00019221 -0.0029141 -0.0595061 0.000256283 0.000159098 -5.99563e-05 -0.0012319 -0.0041355 -3.27087e-05 0.00393812 0.0730805 0.000171226 -0.00105742 0.0585407 7.19351e-05 -1.33439e-05 0.00650908 -0.000103408 -0.00139928 2.74735e-05 0.000871067 -0.000278874 -0.000139162 0.00201639 -0.000371301 -0.00167548 -0.000352172
internal_weight=42.7923 19.5436 19.5407 23.2486 1.07728 0.00436489 19.5363 18.9933 22.1714 3.653 1.06772 2.58528 0.530306 0.0280521 18.5183 2.05497 0.00411341 17.9764 17.4383 0.00522014 16.9145 1.55163 15.3629 4.09271 11.2701 10.7554 1.04567 9.70973 2.05206 1.51485
internal_count=4034 1679 1502 2355 83 182 1320 1254 2272 564 93 471 386 354 1708 85 60 1685 1606 330 1582 100 1482 59 1423 1390 58 1332 98 68
is_linear=0
shrinkage=0.1


Tree=613
num_leaves=31
num_cat=0
split_feature=17 2 9 8 12 17 3 15 4 5 9 7 2 0 15 5 9 7 5 9 6 14 5 9 15 3 16 18 0 17
split_gain=0.000182781 0.00395868 0.00857734 0.00501238 0.00447333 0.00112635 0.000480173 0.000373097 0.000820062 0.000608908 0.000889586 0.000573808 0.000456598 0.0169052 0.00207143 0.00515901 0.000439703 0.00134731 0.00173125 0.00166824 0.00132264 0.00109067 0.000874836 0.000594923 0.000497893 0.000363851 0.0003543 0.00229058 0.00198764 0.00123159
threshold=188.83172615260003 62.922191810850009 209.86393725660002 8.3434888241000014 87.111491403900018 189.19102531915004 85.302088021000017 45.169600924000008 313.22340827140005 23.389417063900002 206.36238950785003 24.054467534550003 213.11064599365002 86.565663342300013 38.884669609800007 22.53967987815 189.78071820640002 23.109894804950002 13.058770361550001 206.36238950785003 16.385382841850003 156.61564208075004 22.629964856950004 215.54845996915003 39.883592142850006 90.203147192800017 22.574947209950004 13.077716774800001 86.692020874450009 185.45496942040003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 6 -3 -6 -2 9 -9 12 -11 -10 16 -14 -15 25 20 -18 19 -19 -7 -20 24 -21 -23 -16 29 -28 -29 -1
right_child=1 4 -4 -5 5 7 -8 8 11 10 -12 -13 13 14 15 -17 17 18 21 23 -22 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00021407428114560376 -0.10010971713279125 -0.1002749251873995 0.086918479398019666 0.026899470816190124 0.0046777512370801124 -0.00043484416771830239 -0.049756749899894356 -0.0046567799318513936 0.002489649567846797 0.0052147634427696281 0.00025025760987048125 -0.0022114574832324653 -0.10046324390748862 -0.0009599701764791002 0.061131785640972595 -0.016363236151569111 -0.0047019031652312136 -0.035874030318894523 -0.10018185287399134 0.084890297457768008 0.0056885238210060939 3.51987582314128e-05 0.0029066505909334829 0.022256049987571056 -0.0022130115008238689 0.10003347280819708 -1.9207638564911649e-05 -0.0092878168146233748 -0.00055496064125527898 0.0046017925383644081
leaf_weight=6.1234107199800691 0.0037436235657349872 0.0044395511649807365 0.016379934138967656 0.013569418249971932 0.53065416140343202 1.0173924052252257 0.0038328607261064462 0.53337706476712687 0.5255396935138299 0.56193896431426793 1.0090971310443135 0.51315529246801361 0.017188634052717311 0.51705300869837645 0.0041560317198268137 0.010820426311308751 0.60574496914250886 0.0020685376957229051 0.0010853948770116464 0.0050317522960341421 0.53995410843708658 20.988367520786376 1.0334641897557038 0.0021706870190740801 1.0335672532262368 0.0057042026019189507 5.5401491446423234 0.54662308266231885 0.49814758449792862 0.58145350018955433
leaf_count=1318 31 22 13 13 30 283 9 76 37 46 40 51 14 482 34 30 101 38 1 28 48 749 21 63 31 14 190 42 2 177
internal_value=-2.00906e-07 0.000138522 0.0325974 -0.00948049 9.71793e-05 0.000112306 -0.0746367 2.85548e-05 -0.00146955 0.00011465 0.002026 0.000167122 -1.81042e-06 -0.00283925 0.000281299 0.0313152 6.06006e-05 -4.648e-05 7.57791e-05 0.0432803 0.00168821 5.84066e-05 6.31257e-05 0.0660135 -7.03177e-05 0.0836366 -0.000308127 -0.000829137 -0.00512398 0.000203563
internal_weight=42.7893 29.4995 0.0375258 0.0211459 29.462 29.4575 0.00757648 28.9269 1.57207 27.3548 1.57104 1.03869 25.7838 0.554922 0.537734 0.0206807 25.2288 23.6715 23.0658 0.00927098 1.55735 23.0565 23.0554 0.00720244 22.0219 0.00986023 13.2898 6.58492 1.04477 6.70486
internal_count=4034 2305 66 53 2239 2217 40 2187 164 2023 86 88 1937 574 560 78 1363 1032 931 129 331 802 801 91 780 48 1729 234 44 1495
is_linear=0
shrinkage=0.1


Tree=614
num_leaves=31
num_cat=0
split_feature=19 12 5 15 6 8 9 8 6 9 16 6 6 3 0 9 9 9 10 15 17 4 6 16 3 16 2 5 13 13
split_gain=0.000205594 0.000685892 0.000621383 0.000776655 0.000726005 0.000867083 0.00172543 0.000508808 0.000417086 0.000414592 0.000497126 0.000314265 0.000679245 0.00153996 0.000735246 0.000668122 0.000888506 0.000461086 0.000371537 0.000363804 0.00300859 0.000288312 0.000281196 0.000967753 0.00154029 0.000343801 0.000260002 0.00859666 0.00291327 0.00263682
threshold=14.451165964200003 89.368262418900017 20.305669781650003 35.965617804200001 16.425383776450001 8.4434108459500017 181.33671263215004 8.3434888241000014 16.485385178400005 195.30595290385003 22.514947350300002 16.465384711100004 16.505385645700006 93.69276584615001 86.643628628100018 193.42660545270004 200.84017322135003 189.78071820640002 61.93938686740001 44.190294328500009 162.57770630285003 195.50296729855003 16.235379337050002 22.544947280100004 93.181958801350021 22.594947163200004 188.47750099235003 21.072048321250005 116.35915634395 115.51498049095001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 7 6 -6 -5 -7 -10 -11 18 13 -13 15 17 -17 21 -1 20 -20 -14 26 24 -24 -25 -22 -28 29 -29
right_child=1 2 3 4 5 8 -8 -9 9 10 -12 12 14 -15 -16 16 -18 -19 19 -21 22 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=0.0026511898675129191 -0.018540564301045125 0.0038312436742332142 -0.0033325526257041039 0.00023138660945143521 -0.00042719106790996362 0.0028099507955724936 0.0075325687279096665 -0.0035526398783038947 0.001727000911677005 0.00061940202116270117 -0.0037688355878802114 -0.00670510617543518 -0.00081575433994000152 -0.00014828291714467625 -0.0018714098833074923 0.0036533458962308544 0.00020227943580335486 -0.0035354294660138357 -0.10011277944702293 -0.0025520126326049057 -0.00014410328182694581 0.0018325463840271506 0.006965362555686143 -0.00056348855936144964 -0.00062709456640573375 0.0011170586764773743 -2.9027994088664634e-06 -0.10003080608797939 0.10004525967728001 0.1000070784656741
leaf_weight=0.55527928428087392 0.018763222044073546 0.54323487394140091 0.53508060117883349 1.0252297676648823 0.5091814975021407 0.52645210986735547 0.58545769887109977 0.54383164997355726 0.57170973526081059 0.50380267998843897 0.52946908907365753 0.55581045435178289 1.8759256376655331 1.007474295022696 2.0342040078323009 1.0585766508411327 2.5267115305823875 0.51398722232663185 0.0029960258639282191 0.53164297504950297 19.029429246899628 0.52644334921597646 0.57228600286452891 3.0168053851593868 0.50122207003505537 2.0408230640132388 0.52674722081503877 0.0015547380469979064 0.011670471656543668 0.0011436933527875226
leaf_count=70 37 62 53 39 9 34 56 79 18 6 73 31 223 35 51 32 68 20 247 70 1425 250 110 38 5 37 745 79 22 10
internal_value=-1.49076e-07 0.000548366 0.000609348 0.000280984 0.000684213 0.00154234 0.00383001 -0.00108014 0.000367463 -0.000433701 -0.00162922 -8.77583e-05 -0.000563144 -0.0024795 -0.000212177 0.000306956 0.00122123 -0.000817022 9.14391e-05 3.72632e-05 9.08165e-05 -0.000235419 0.000102497 0.000693452 0.00342044 0.000114636 -8.26396e-05 0.00207886 0.0783937 -0.0152475
internal_weight=42.7829 5.89221 5.87345 5.33021 4.79513 3.22607 1.09464 1.56906 2.13143 1.60498 1.03327 36.8907 10.0991 1.56328 8.53585 6.50164 3.58529 2.91636 26.7916 26.2363 25.7047 2.40237 25.7017 6.13114 1.07351 5.05763 19.5705 0.541116 0.0143689 0.00269843
internal_count=4034 466 429 367 314 196 65 118 131 97 79 3568 710 66 644 593 100 493 2858 2788 2718 473 2471 190 115 75 2281 856 111 89
is_linear=0
shrinkage=0.1


Tree=615
num_leaves=31
num_cat=0
split_feature=4 9 19 2 6 7 16 6 15 3 6 16 5 7 5 17 2 15 5 2 9 8 0 9 15 19 9 13 18 0
split_gain=0.000257537 0.00386024 0.000309702 0.000347131 0.000190981 0.00053106 0.000468479 0.00205267 0.000456008 0.000350901 0.000501717 0.00224501 0.000331289 0.000328819 0.000533684 0.0170153 0.00146712 0.000427689 0.000440466 0.000372928 0.000959622 0.00150886 0.000723634 0.0010816 0.000315028 0.00029682 0.00042796 0.00113709 0.000223733 0.00272705
threshold=137.02556730370003 194.56033515110002 14.651182102100002 244.78475047185003 16.455384477450004 24.385896469550001 22.644947046300004 15.155354102400002 44.190294328500009 93.499196860750018 16.235379337050002 22.534947303500005 20.849573174100005 23.974509389900003 24.346375512250003 187.61467154115005 191.11793099695004 42.713473568600008 23.854886427500002 100.60547560250002 194.56033515110002 8.2435668022500028 86.20003303655001 185.44496129890004 39.296024648600003 14.351157895250003 201.14010537530001 117.49368567500001 13.975517741000003 93.692765846100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 6 13 8 -8 9 10 12 -12 28 14 17 -16 -17 19 -19 22 21 -21 23 -6 -22 -13 27 -27 -2 -30
right_child=2 -3 3 -5 5 -7 7 -9 -10 -11 11 25 -14 -15 15 16 -18 18 -20 20 24 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.054610364821679518 0.00069445475103004214 -0.031118220028291056 0.0033972394774325274 -0.00022224916967993511 -0.00091298033756396211 -0.0035135531562013526 -0.0025455648726261503 0.0061308652511155451 -0.0028570410957209878 -0.0024469929974614505 0.0068672344340927607 -0.00045664205187052756 -0.0024996344311178607 0.0011640096635147986 0.00032270024842268995 -0.042748669661232627 -0.10043843599381866 0.0020522495339012842 -0.00025103580733031158 0.00016986144628029038 -0.0011978384775671732 -0.007138179285117301 -0.0008422196263842889 0.0054868107195333339 0.00047168707235217935 -0.00081882297516942717 -0.00030498877459814665 0.0057993262563107708 -0.019880374934950179 -9.4903151409234511e-05
leaf_weight=0.010341212947443945 3.5639365998718402 0.010673885564756347 0.55862967863640622 0.50405797810526565 0.51254874642472115 0.50815004247545026 0.50556194870296234 0.59190884744275785 0.53778181569514316 0.53542396627153621 0.58226725553322367 2.5069323547868407 0.55442815531097878 1.5250862061465689 0.52064830654084349 0.0058486311041292182 0.017899973987316721 1.4076237172048416 2.024216276028028 0.53282860419982447 2.5431109030389356 0.60138687278958969 2.0287689850534036 0.54475586618210592 2.034321994050174 0.5040952913623189 1.0044158147284177 0.53527918187319301 0.069979234676998625 15.397370083487379
leaf_count=25 160 21 63 9 22 38 18 93 80 184 115 18 178 32 474 17 60 27 30 27 40 34 41 44 23 23 21 21 113 1983
internal_value=7.64342e-08 0.0110675 -5.36294e-06 0.00168043 -4.83274e-05 -0.00033673 0.000110487 0.00213397 2.4386e-05 8.57455e-05 0.000140606 0.00102064 -9.00323e-05 -0.000223834 -0.000389529 -0.00345309 -0.086231 -0.000253155 0.000693693 -0.000622504 -0.00110108 -0.00370503 0.000263233 0.00238439 -0.000455861 0.000272569 0.00116703 0.00258953 -1.98347e-05 -0.000184419
internal_weight=42.7803 0.0210151 42.7593 1.06269 41.6966 14.8072 26.8894 1.09747 25.7919 25.2541 24.7187 5.13299 19.5857 14.299 12.774 0.544397 0.0237486 12.2296 3.43184 8.79772 5.71165 1.13422 3.08607 1.0573 4.57743 4.55072 2.04379 1.03937 19.0313 15.4673
internal_count=4034 46 3988 72 3916 909 3007 111 2896 2816 2632 198 2434 871 839 551 77 288 57 231 124 61 107 66 63 83 65 44 2256 2096
is_linear=0
shrinkage=0.1


Tree=616
num_leaves=31
num_cat=0
split_feature=19 10 9 0 18 5 5 16 10 6 6 3 0 7 16 10 9 9 18 17 15 17 9 6 6 13 17 5 0 5
split_gain=0.000214107 0.000491221 0.00112699 0.000932017 0.0007107 0.000791925 0.000748975 0.000535591 0.000353354 0.000284334 0.000548507 0.00123696 0.000610818 0.000680808 0.000406914 0.000303354 0.000252008 0.00154921 0.000261209 0.000265178 0.000227329 0.00272066 0.000192066 0.000189406 0.000905237 0.000929827 0.000331055 0.000203263 0.00109501 0.00038583
threshold=14.451165964200003 62.057679025150001 192.39832633775004 85.861287312150012 13.455547561900003 21.089169479000002 24.794052175750004 22.574947209950004 62.154463517850012 16.465384711100004 16.505385645700006 93.69276584615001 86.565663342300013 23.779256055650006 22.544947280100004 61.93938686740001 195.70012057590003 200.95377551580003 13.131682570750003 183.49170501290004 44.190294328500009 162.57770630285003 205.67007911670001 16.235379337050002 16.405383309150004 117.54745483760001 192.61429575720004 16.569990495050003 97.096353839300008 16.903404623850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 -2 -4 -5 -6 -7 -3 -9 15 11 -11 13 16 -14 -1 18 -18 19 -12 21 -17 -19 27 25 -25 -26 28 -23 -29
right_child=1 7 3 4 5 6 -8 8 -10 10 12 -13 14 -15 -16 20 17 22 -20 -21 -22 23 -24 24 26 -27 -28 29 -30 -31
leaf_value=0.0023959739368077833 0.0053479782669296023 -0.0031292308802869616 -0.0030307691349888313 0.0046693830372179284 -0.0028060958330925387 0.0046199087952858075 -0.00072926682286082809 -0.00047714497455546301 0.002505900257979483 -0.0060418638564185036 -0.0016128970619038571 -0.0001709853979278416 -0.00047937025899026474 0.0037897361367696539 -0.0030569624560036488 -0.10010203830455047 0.0055268965689418935 -0.0023343932734404224 -0.00257205183854963 0.00047164504862178496 -0.0020111721908044711 0.0047460113747053662 4.9120435754399819e-05 0.0059351991208588606 0.00080994607075716226 7.1846545381687012e-05 -0.00081107408360578013 -0.0012766013457043725 -4.9763812979288292e-07 5.1383199651143061e-06
leaf_weight=0.55436607479888422 0.58715039016469894 0.58316279126642179 0.5817282555748452 0.52726676844758946 0.51081671590327449 0.5337010557122992 0.51369704858007026 1.514675799725856 0.53818212423891498 0.55751396934260711 0.87227830164814601 1.0072875366068315 1.5086859727892661 0.51802812604444159 1.0309873320147742 0.0027107896676551438 0.53035437107178074 0.50983045290922735 0.52823013780161066 2.0316190526394138 0.53341383411020871 0.53162002546299714 1.0035403624204242 0.57742685998846244 2.5404092401513481 0.50877059833146632 2.4993806187121663 3.0395201171360169 5.6688117391246857 10.330722648074191
leaf_count=70 77 95 116 14 17 36 12 36 63 31 379 35 31 11 23 247 16 14 88 38 70 157 44 78 40 7 65 64 1277 783
internal_value=-8.4984e-09 0.000559842 0.00138172 0.000508604 0.00149588 0.000422039 0.0019964 -0.00045483 0.000304897 -8.9413e-05 -0.000541607 -0.00226269 -0.000226012 0.000324702 -0.00152575 8.10573e-05 -3.09797e-06 0.000876029 -0.000526591 -0.000154514 3.21371e-05 7.45479e-05 -0.000753847 8.51157e-05 0.000570375 0.00318883 6.03431e-06 -6.67795e-05 0.000406464 -0.000286246
internal_weight=42.7759 5.89038 3.25436 2.66721 2.08548 1.55821 1.0474 2.63602 2.05286 36.8855 10.0984 1.5648 8.53355 5.99388 2.53967 26.7872 5.47585 2.04373 3.43213 2.9039 26.2328 25.6994 1.51337 25.6967 6.12599 1.0862 5.03979 19.5707 6.20043 13.3702
internal_count=4034 466 272 195 79 65 48 194 99 3568 710 66 644 590 54 2858 579 74 505 417 2788 2718 58 2471 190 85 105 2281 1434 847
is_linear=0
shrinkage=0.1


Tree=617
num_leaves=31
num_cat=0
split_feature=16 7 0 7 6 17 7 12 13 10 10 10 2 14 15 17 7 3 19 16 17 15 8 12 9 9 19 5 13 7
split_gain=0.000275278 0.000916235 0.000371867 0.00469352 0.00255719 0.0032526 0.0020354 0.00163582 0.000248091 0.000624952 0.000358601 0.000469104 0.000401864 0.000283737 0.00144348 0.00238976 0.000520807 0.00143247 0.000590264 0.000497309 0.000307182 0.00150571 0.000682489 0.000608186 0.00138916 0.000417571 0.000335693 0.000414253 0.000906689 0.000546444
threshold=22.704946905950003 21.844899366700002 85.683849075550015 22.516377366000004 16.475384944750001 188.83172615260003 19.078733418100004 142.87155597255003 117.67112391160002 61.87486387225001 61.987779113750001 61.993156030000002 217.08409765600001 241.71484286130001 38.992510055900006 162.57770630285003 23.109894804950002 93.663192806700025 14.451165964200003 22.644947046300004 203.30705351230003 16.914647018700006 8.1436447804000007 145.97209859650005 201.32298960505003 195.70012057590003 14.451165964200003 16.569990495050003 104.08096806215002 24.620444916200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 -6 -1 10 -10 12 -12 -4 14 15 -13 17 -15 -18 20 21 -17 -22 26 25 -25 27 28 -23 -29
right_child=1 -3 8 -5 6 -7 -8 -9 9 -11 11 13 -14 16 -16 19 18 -19 -20 -21 22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=-0.1001057940291451 -0.00075744382540908028 0.0042420984475949755 -0.0016953280241906326 -0.00085636768046213154 -0.0051281851750568548 0.09328116386960178 -0.10012985105007673 0.02895333643029957 -0.00036815071825541481 0.0027976790676789974 0.0021142145699050551 -0.10009494559990531 0.00064303601930675079 -0.006277326911724633 0.0051204109568619982 -0.10011467560961498 -0.00028886784375412895 -0.00027125076470212156 0.0029813442700974023 -0.0029504857474588618 -6.643177848106481e-05 -0.00012812214469286407 -0.0039863783790831274 0.0026825653374173801 0.0062399415956456792 -0.00079495054917914009 0.0025341105308145447 -9.299429504899321e-05 0.0033546210380096513 -0.0025378774333154903
leaf_weight=0.0027029955105758721 0.8791012603596744 0.62872073979661991 2.5742275558409058 0.50887209603119665 0.002948022379054561 0.0023570328422155562 0.0095962505385294716 0.0015425916211016244 1.5136826679226936 1.0603567491489228 1.0381296346895386 0.0023823322183699194 1.0286147499566594 0.5398822715471846 0.57997864856952119 0.0014918935643110079 11.738602621257197 1.5015527367191337 0.57917572606197687 0.53052731876959924 2.5197569071769723 2.5572594988436541 0.53920060770849421 0.52381704915502902 0.55166644018618161 1.0131729121967508 0.54100551805459041 7.7105441331482307 1.0562599948857494 1.0371399661435132
leaf_count=85 49 109 46 100 208 10 281 54 15 35 20 99 24 189 52 98 1404 18 101 21 91 203 62 63 39 16 64 373 35 70
internal_value=8.53894e-08 0.00132723 -4.84067e-05 -0.00268518 -0.05129 -0.000917147 -0.0778036 -0.0532134 -1.4231e-05 0.00093599 -7.83196e-05 2.06502e-05 -0.00102772 -4.41818e-05 0.000207646 5.43279e-05 -0.000380278 -0.00185963 -0.000135104 6.71678e-05 0.000155857 0.000342192 -0.000757398 0.000352189 0.00193527 0.000390211 9.59144e-05 -1.07967e-05 0.000889911 -0.000382864
internal_weight=42.7743 1.50782 41.2664 0.528019 0.0191469 0.00660262 0.0125443 0.00424559 40.7384 2.57404 38.1644 34.5615 3.60284 33.5234 19.1642 18.5842 14.3592 2.04144 12.3178 18.5818 18.0513 14.9924 3.05896 14.9909 2.08866 1.53699 12.9022 12.3612 3.61352 8.74768
internal_count=4034 158 3876 738 638 149 489 139 3138 50 3088 3018 70 2998 1286 1234 1712 207 1505 1135 1114 961 153 863 118 79 745 681 238 443
is_linear=0
shrinkage=0.1


Tree=618
num_leaves=31
num_cat=0
split_feature=16 7 0 0 5 4 7 16 7 6 5 5 4 7 6 16 16 15 13 2 18 18 16 3 7 6 6 16 7 4
split_gain=0.000223352 0.000745041 0.000351398 0.000663955 0.000477413 0.00212119 0.0040624 0.000810119 0.00141554 0.000463753 0.000438914 0.00101728 0.000362293 0.00033904 0.00615671 0.011794 0.00660991 0.00281957 0.00190963 0.000559727 0.000507888 0.000334259 0.000668681 0.000332012 0.00373051 0.00843648 0.00453267 0.00410051 0.00201426 0.00140913
threshold=22.704946905950003 21.844899366700002 85.995710218650018 85.925810307250018 22.649179082500002 286.25887787650009 23.109894804950002 22.594947163200004 23.974509389900003 16.495385412050002 22.246947245750004 21.991679690250006 256.08338064055005 22.907491544400003 16.475384944750001 22.614947116400003 22.594947163200004 35.215351613950006 117.56896250265002 114.12323913765002 13.112573650350003 13.091807150500001 22.644947046300004 93.216908757050007 22.775216856700002 16.455384477450004 15.785368822600002 20.704951582800003 22.356277907050004 127.35214607660002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 13 10 6 -6 9 -9 -7 11 21 -12 14 15 16 17 20 -17 -16 -1 -4 23 24 25 26 27 28 -23 -26
right_child=1 -3 4 -5 5 7 -8 8 -10 -11 12 -13 -14 -15 19 18 -18 -19 -20 -21 -22 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0036916865102598452 -0.00068147270824389693 0.0038307761664037655 0.0011895058071905139 -0.0041488215502111384 -0.0015327803546162082 -0.00077431852131995592 0.010633542483130365 -0.0062176184882558223 0.0011279281566417287 0.0034557452381165192 -0.00015646654708596238 0.0042977959412678441 -0.0038772087810752046 6.5081073103286034e-05 0.0020094580027939088 -0.050049651067460156 0.086012359739886066 -0.10012120798314178 -0.10048104431793495 -0.0019708520376322471 0.082267762311913878 -0.051430781669884976 -0.0035744749116672515 -0.0015032426024170677 -0.100234962631992 -0.10060083714235302 0.10001095972989793 -0.10019852828946881 0.081860943301830566 5.8397038452962003e-05
leaf_weight=0.001697811586143883 0.8793777430873877 0.62671611290500095 2.0397230540311986 0.52295071945809457 0.52726805248644948 0.51482237304809275 0.57238623697980984 0.53063736566036801 0.51887905392504763 0.52192483968246961 0.51386386446711252 0.54868946941185726 0.53328996860766686 4.0333149938099426 0.54130240153888975 0.015410169235222426 0.0093295880463071246 0.0038426579031920483 0.014642942298770834 1.0172244022966928 0.0011549214594591892 0.0017348767491957018 0.55447910526709066 1.5216788542857091 0.001400971552363183 0.011686210603812697 0.0043202726810704925 0.0039921540301293135 0.0032718559053463991 26.179528515886485
leaf_count=113 49 109 52 26 28 46 29 23 37 15 17 43 50 114 179 23 13 13 17 366 28 133 40 37 1 6 14 4 47 2362
internal_value=1.8373e-08 0.00119617 -4.36393e-05 -0.000740212 7.8613e-05 0.00124588 0.00479997 -0.000627456 -0.00258599 0.0013552 -3.78997e-05 3.03983e-05 -0.00205135 -0.000424043 -0.0016535 -0.0376782 0.0316052 -0.0442075 -0.0746216 -0.000588424 0.0311088 -4.68226e-05 -0.000135987 -6.72267e-05 1.61572e-05 -0.0385903 0.0158177 -0.0246027 0.0356742 5.30302e-05
internal_weight=42.7705 1.50609 41.2644 6.16087 35.1036 3.18592 1.09965 2.08626 1.04952 1.03675 31.9177 30.8705 1.04715 5.63792 1.6046 0.0460781 0.016025 0.00669539 0.0300531 1.55853 0.00285273 30.3218 28.2821 27.7276 26.2059 0.0250054 0.0133192 0.00899889 0.00500673 26.1809
internal_count=4034 158 3876 892 2984 178 57 121 60 61 2806 2739 67 866 752 207 167 154 40 545 141 2696 2644 2604 2567 204 198 184 180 2363
is_linear=0
shrinkage=0.1


Tree=619
num_leaves=31
num_cat=0
split_feature=6 6 15 5 16 8 3 17 6 2 17 7 17 0 5 9 18 0 17 10 0 0 5 10 9 14 16 7 9 9
split_gain=0.000227529 0.000351975 0.00150531 0.000642786 0.000954181 0.0019403 0.000443104 0.00217902 0.00105495 0.00104361 0.000342046 0.000319432 0.000405298 0.000958723 0.00069237 0.00057177 0.000371656 0.00550312 0.00567619 0.00511326 0.00825512 0.00821446 0.00164454 0.00227857 0.000368527 0.000288324 0.00028143 0.000387774 0.000262455 0.000519473
threshold=16.465384711100004 16.405383309150004 42.246988155050012 21.042547594650003 22.624947093000003 8.2435668022500028 93.394346993650018 162.57770630285003 16.285380505300001 187.91736117530004 190.94474013770002 22.775216856700002 192.77618096940003 86.054856297550018 21.024411566050002 197.55459634620004 12.971888692100002 86.256490657300006 190.25644477395002 61.93938686740001 85.995710218650018 85.812895065800021 22.580289596950006 62.014663695050011 193.67618212375001 137.67556691715004 22.744946812400002 22.516377366000004 205.22231928645002 199.38481636575003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 10 -6 7 -1 25 -10 -5 16 13 -13 -14 -16 24 18 19 -18 21 22 -21 -24 26 -9 27 -2 29 -17
right_child=11 3 -4 4 5 -7 -8 8 9 -11 -12 12 14 -15 15 28 17 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10008546254781661 -0.0034238279791694616 -0.0014581643912245444 -0.0051913646949300514 0.0021672587936778431 -0.00051537482886545476 0.0080642880972799005 -0.0027542167275154622 0.020617369450003524 0.006184381112367094 -3.7953133097794166e-05 6.0061218872478552e-05 -0.00048469170190083491 -0.0035579283923608098 -0.0039702664891854136 0.0018346488490377497 0.00040571236809863406 0.089268109693920253 -0.00079362121791284 -0.012611171888149357 0.058467691907673147 0.10014989942414552 -0.10027265941953881 0.08780443868619095 -0.10013476796546009 0.0023412695051111222 2.0488496770191373e-05 0.0010687341670543994 -0.00025740979286107985 0.00039758014251258379 -0.0027803525627234514
leaf_weight=0.00216724950596514 0.5209079433559195 1.0205928135255815 0.549254571329718 1.0322016520238007 0.50446369030032634 0.55203731991392324 0.5272273661675112 0.0067986909271188214 0.56848351654752949 0.51259103625488933 3.0362808720158521 3.026095646838824 0.53229616561247883 1.0674957319570237 1.5720511488933651 1.0098128934344006 0.01890989678509207 0.50976502278362545 0.021804637129110807 0.0084877067011213114 0.0090057188645005226 0.0071757169935153789 0.001026111407533393 0.0017373360262893378 0.5782712275220091 20.124419734059821 0.88083695547538798 1.5018352801271249 2.0206697335466401 1.0375449431469546
leaf_count=182 376 46 127 31 9 36 174 7 54 27 96 51 63 37 47 22 29 14 31 10 2 10 57 18 91 2282 21 9 51 24
internal_value=-1.51764e-07 0.000163571 -2.11581e-05 0.000833611 0.00129 0.00396763 0.000109455 0.000180624 0.000190868 0.00323406 0.000594672 -0.00032514 -0.000622089 -0.00139363 -0.000110392 0.000214978 0.000425757 0.00277428 0.0294634 0.04926 0.0216815 -0.0166682 0.0366528 -0.03035 3.5953e-05 2.74445e-05 -0.000423169 -0.00107284 -0.000410929 -0.0012089
internal_weight=42.7622 28.4365 22.2909 6.14558 5.12498 1.0565 21.7417 21.2145 21.2123 1.08107 4.06848 14.3257 10.266 4.09359 6.17237 5.64008 4.05976 0.577912 0.0681471 0.0463425 0.0274326 0.0184269 0.0112512 0.00276345 3.48185 20.1312 2.90358 2.02274 4.06803 2.04736
internal_count=4034 3071 2853 218 172 45 2726 2552 2370 81 127 963 295 88 207 144 668 171 157 126 97 95 85 75 497 2289 406 385 97 46
is_linear=0
shrinkage=0.1


Tree=620
num_leaves=31
num_cat=0
split_feature=19 5 12 2 19 10 7 19 12 7 17 16 5 6 9 7 13 9 9 9 13 9 17 6 2 2 9 2 16 9
split_gain=0.000310648 0.000287257 0.00024316 0.00097733 0.00101801 0.000509267 0.00361264 0.00186942 0.000486682 0.000452308 0.00105746 0.00056708 0.000517313 0.000440305 0.000782688 0.000706613 0.000391972 0.000307129 0.00505273 0.00289326 0.000332065 0.000236295 0.000565981 0.00116002 0.000329416 0.00112244 0.000795599 0.00031552 0.000314693 0.000616407
threshold=14.651182102100002 23.455765688150006 147.88310320375004 135.72285180265001 14.551174033150001 58.167480110400007 20.873561687950005 14.351157895250003 144.57070813310003 23.109894804950002 190.94474013770002 22.674946976100003 21.955793948900006 16.515385879350003 205.22231928645002 23.150522195450005 117.54745483760001 192.39832633775004 192.31210988165003 183.49441567960005 117.67112391160002 204.54860637155002 198.89195247110004 13.355312044750002 171.03679643640001 153.79443764425002 197.02865361825005 189.28685862455004 22.584947186600004 195.10791980860003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 -1 -7 10 12 13 -5 15 -15 -11 -14 18 19 -17 21 24 23 -23 25 -19 -27 -26 29 -29
right_child=1 -3 3 9 -6 8 -8 -9 -10 11 -12 -13 16 14 -16 17 -18 20 -20 -21 -22 22 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.043538402760211842 0.0033156558618658107 3.2095976996443671e-05 -0.0060687028871162542 0.0024675170004745794 9.5140188566798542e-05 0.00012475778224382063 -0.10006148690961983 0.10003020892086573 0.0031828473064463379 0.0037764660681117676 -0.0052163523999944174 0.0032982222559070893 -0.00035132007207951181 -0.003328218484971369 0.000231142406913871 0.048409751133308809 -0.0033456675811086179 -5.1643459381000064e-05 -0.00049788783105183989 -0.072040887384041477 0.0026229696643024977 -8.557645445673751e-05 0.00033599575233153925 -0.0058253979274519082 -0.0013679737429518547 0.0009894809375132897 0.0064932705678367583 -1.0547048445099744e-05 -0.00036376883106559025 0.0042030338840684713
leaf_weight=0.0011655393506256875 0.5368132332296216 0.52895778739315347 0.576506349815747 0.51612873427918904 0.5006308624842859 18.467228258263606 0.0016859202041814569 0.0040880733286030591 0.53549956546784372 0.53208636237132267 0.54051196119369826 0.53394014672778567 2.0131055417120067 1.0442571585183764 1.5127654933849042 0.0023050977503206163 0.5584424989823521 2.5324553825340002 0.49833765625953674 0.014785680303628146 0.5243702817625725 1.0141388173134869 2.5890394711609046 0.53936588273613661 1.5213383097157871 0.50805575700633177 0.54373868127287039 1.0005588661915963 2.5347172871237831 0.53167659318223659
leaf_count=157 40 37 90 122 4 1397 9 5 69 19 96 73 237 35 24 590 95 39 2 53 23 70 405 124 43 12 28 12 49 75
internal_value=1.17249e-07 0.00168598 -4.29774e-05 -0.000264058 -0.00320388 0.000220826 0.0273058 0.0681788 0.000210935 -0.000117498 -0.00113598 8.80458e-05 -0.000421693 -1.02139e-05 -0.00122246 0.000198004 -0.00100158 6.53627e-05 -0.00233146 -0.0557953 0.000154629 5.74212e-05 -0.000569433 -0.0020784 0.000340524 0.00108881 0.00383474 -0.000139417 0.000320154 0.00145154
internal_weight=42.7587 1.06577 41.6929 22.6833 1.07714 19.0097 0.00693953 0.00525361 19.0027 21.6061 3.62819 17.9779 3.08768 17.444 2.55702 14.887 2.57155 14.3549 0.515428 0.0170908 13.8395 13.3151 4.14254 1.5535 9.17254 3.58425 1.05179 5.58829 4.06695 1.53224
internal_count=4034 77 3957 2320 94 1637 171 162 1466 2226 550 1676 454 1603 59 1544 332 1525 645 643 880 857 599 194 258 79 40 179 136 87
is_linear=0
shrinkage=0.1


Tree=621
num_leaves=31
num_cat=0
split_feature=19 2 2 12 9 12 9 9 18 4 3 17 4 2 2 6 16 7 2 16 0 6 3 3 2 13 17 17 0 18
split_gain=0.000251934 0.000272028 0.000230567 0.0003008 0.000426223 0.000248172 0.000516777 0.00113387 0.000476074 0.000328341 0.000619825 0.0010997 0.000427003 0.000240577 0.000648093 0.000303521 0.000647051 0.00273009 0.000785594 0.000422178 0.000886365 0.0029932 0.000496446 0.000715687 0.00106775 0.00186717 0.00029658 0.00028121 0.00279366 0.00848197
threshold=14.651182102100002 173.34516805710004 49.864842700850012 82.696898122450008 212.35746315350005 107.96682590455002 211.04147598835002 205.67007911670001 12.920478434700001 161.32746469610001 81.93344998355002 187.61467154115005 158.18845385165005 88.501682544250016 83.586740321150003 16.535386346650004 22.594947163200004 23.032902590750002 154.31016903475003 22.644947046300004 85.995710218650018 15.155354102400002 93.216908757050007 93.69276584615001 108.63443756215001 117.64961624655002 188.83172615260003 204.49254535040004 96.163458868000006 14.329845562450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 -5 12 -11 -12 -10 14 -7 19 18 -18 -17 22 -21 -22 27 24 -24 -26 -25 -15 29 -29
right_child=1 -3 3 5 -6 13 -8 -9 9 10 11 -13 -14 15 -16 16 17 -19 -20 20 21 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=0.0020389504023024291 -8.631542530622099e-05 0.0031107304820484124 -0.0037312175777348953 0.0032314172801098935 0.00033615417509128394 0.0001282576728532058 -0.0025378739670493945 0.0051339200573358359 -6.7964588737509687e-05 -0.00049922384340422854 0.00016745614268625888 0.0056606024161443003 -0.0033656751712475754 0.00028128319842892342 -0.0041984699593773239 0.00391136201701204 -0.00027986608237973425 -0.0080049286541226238 -0.00057077085489529243 -8.8387641986687965e-05 -0.0022106863851130104 0.0082576507102509033 -1.2098078799391293e-05 -0.00043497305711101867 -0.0083483017332237237 -0.00010369065392511164 0.0022339403168921876 -0.080942803836829127 -0.00031932689234022004 0.001722930816773157
leaf_weight=0.52742120324970088 0.52995703730857602 0.53463775260206603 0.52933839091831714 0.5274907590573078 0.50194062956022467 1.0055141066550302 0.51688566219680243 0.54083876986777557 1.5191099690709964 2.0092811766094454 1.0110234672653957 0.5698638040070988 0.52951637014657293 16.435242600050906 0.5279702294682308 0.52745227272770012 2.4593253456336019 0.56202854953210124 1.5120945058542141 2.036896869519317 0.50645513983181423 0.59288631280287518 1.0012633975129599 2.0192903058600971 0.59175760092830365 0.51266866957303137 0.52451605833634918 0.017447008882298554 2.0322512592332052 0.043010735823036939
leaf_count=41 41 36 74 87 10 7 41 101 45 45 21 53 71 1580 98 269 71 59 133 60 17 76 7 181 59 9 82 35 485 140
internal_value=1.73588e-07 0.00151924 -3.86164e-05 -6.5236e-05 -0.00175156 -2.19024e-05 0.000508851 0.000743647 0.000358581 8.98362e-05 0.000666262 0.00214758 -0.000920337 -0.000138414 -0.00136141 -7.86378e-05 -0.00078786 -0.00171687 0.000588365 5.77667e-05 0.00114666 0.003435 -8.9576e-05 -0.00101345 -0.0023771 -0.0045212 0.000115339 0.000142266 -0.000949515 -0.0221329
internal_weight=42.7554 1.06459 41.6908 41.1634 1.03128 40.1321 7.22401 6.70712 6.16629 5.63879 3.59017 1.58089 2.04863 32.9081 1.53348 31.3746 5.0609 3.02135 2.03955 26.3137 3.13624 1.09934 23.1774 4.6495 2.10569 1.10443 2.54381 18.528 2.09271 0.0604577
internal_count=4034 77 3957 3916 84 3832 464 423 322 235 119 74 116 3368 105 3263 532 130 402 2731 153 93 2578 338 75 68 263 2240 660 175
is_linear=0
shrinkage=0.1


Tree=622
num_leaves=31
num_cat=0
split_feature=19 5 2 15 13 18 7 16 7 7 16 16 7 9 19 2 0 19 17 6 9 15 5 14 16 2 9 6 7 7
split_gain=0.000204298 0.000282736 0.000219861 0.000458938 0.000451383 0.000426172 0.00845723 0.00426692 0.00617464 0.00665723 0.00307297 0.00513554 0.00227469 0.0022062 0.00521067 0.00268638 0.00155562 0.00108772 0.000533845 0.00035899 0.00131443 0.000339042 0.000726652 0.00155184 0.00172942 0.000695394 0.00210347 0.000674438 0.00198378 0.0105518
threshold=14.651182102100002 23.455765688150006 173.34516805710004 42.246988155050012 117.72489307420001 13.893471991850001 23.9417051038 22.634947069650003 24.710307675200003 24.112074426950006 20.864951208700003 19.764953780900004 24.786990758350004 208.51380245710001 13.751109481500002 186.79363985910004 98.674478761850011 12.851036860900001 198.72470891995002 16.535386346650004 206.57490536735003 38.098890576000009 20.911722254300006 226.88570021265005 22.604947139800004 154.31016903475003 186.16747084260001 14.815346158200002 23.397000037200005 24.385896469550001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 18 -7 8 9 -8 11 -11 -9 14 15 -10 17 -17 19 -4 -21 22 27 24 -24 26 -23 -1 -29 -30
right_child=1 -3 5 -5 -6 6 7 12 13 10 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 25 23 -25 -26 -27 -28 28 29 -31
leaf_value=-9.8894185605083961e-05 0.0029874440336011563 -0.00027358879227302768 -0.00022849941516326733 0.0023006386822134999 -0.0027461755379565903 -0.1002252697366721 0.021703584537573289 0.08548105442802803 -0.10006900638972732 -0.10018739657158937 -0.10027405528035252 0.079150711837856991 0.0028697950963229813 -0.0015676295031486862 0.086525155522957004 0.095671545641207334 -0.056872988757153235 -0.0062352752617575082 0.0028165867387554486 -0.0055951831320785652 0.0014629473578284796 -0.00023296766349376096 0.00028307584891623883 -0.006258122065721055 -0.0057358695750312182 -2.0098075920680397e-05 0.0072551061941152212 0.00038119015939000228 0.034342496426458091 0.00069889530319891232
leaf_weight=16.342923764829003 0.53564864344661944 0.52789028789425174 8.1407549260781895 0.91745547637534741 0.57436585149321828 0.0088201511728359661 0.010111124167289265 0.0084839378978358582 0.0028718725448540119 0.0034903199935968901 0.015606292403731459 0.0029432620867737569 0.0054898668313398966 0.52208425781035395 0.0092555630390620536 0.0023819372090189556 0.0019573915193855044 0.001869427219767239 0.52784992034639344 0.5465263851032105 0.51012828790453568 1.0085369459375204 3.5306252132525398 0.53508459793048579 0.55201102171849914 3.0404559215744484 0.59732859410360095 3.5970363857070238 0.11184908893937962 0.55978993982262182
leaf_count=1195 40 37 285 68 128 124 21 28 60 38 60 7 22 328 21 17 368 41 35 118 24 23 449 57 37 31 57 161 79 75
internal_value=1.96318e-07 0.00136882 -3.47198e-05 9.70093e-05 3.06142e-05 -0.000435084 -0.00303224 -0.0015707 -0.00290315 -0.0454786 -0.0762995 -0.018143 0.0530257 -0.000370224 0.0337234 -0.0200956 0.0168962 0.0508607 -0.00027609 -0.000453582 -0.00218768 8.39986e-05 -6.05687e-05 -0.00119441 -0.000530742 0.000868993 0.00255235 0.000193452 0.00131272 0.00630162
internal_weight=42.7516 1.06354 41.6881 31.3675 30.45 10.3206 0.595365 0.586545 0.572571 0.032151 0.0220399 0.00643358 0.0139738 0.54042 0.0183362 0.00908063 0.00620876 0.00425136 9.72526 9.19741 1.05665 29.8756 25.2293 4.61772 4.08264 4.64632 1.60587 20.6116 4.26868 0.671639
internal_count=4034 77 3957 2360 2292 1597 1135 1011 961 126 105 45 50 835 507 486 426 58 462 427 142 2164 2053 543 486 111 80 1510 315 154
is_linear=0
shrinkage=0.1


Tree=623
num_leaves=31
num_cat=0
split_feature=19 12 5 8 10 5 9 5 5 5 16 5 6 18 6 3 10 17 15 9 9 9 16 4 9 14 9 10 16 10
split_gain=0.00023504 0.000587117 0.000778439 0.000554672 0.00127657 0.000624188 0.00181688 0.0118337 0.00564729 0.000320604 0.000456273 0.000632117 0.000251361 0.00042367 0.000352222 0.00111164 0.000316077 0.00202233 0.000320209 0.000271846 0.000520272 0.000503286 0.000287908 0.000285123 0.000214139 0.0065034 0.00347047 0.00331604 0.00153219 0.000677523
threshold=14.451165964200003 89.368262418900017 20.305669781650003 8.4434108459500017 62.00390986255001 20.872540794500004 181.33671263215004 23.545618314050007 22.213482503200002 21.336111252450003 22.794946695500006 24.041678002600005 16.465384711100004 13.777522434500002 16.505385645700006 93.69276584615001 61.93938686740001 162.57770630285003 44.190294328500009 193.42660545270004 197.55459634620004 189.78071820640002 22.614947116400003 195.50296729855003 184.85936449530001 195.25924573520004 181.33671263215004 65.29995953045001 19.124955277500003 70.389210771400016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 -3 5 9 -4 -7 8 -8 -5 11 -11 16 14 15 -14 -1 -18 24 21 -21 23 -22 -16 25 27 28 -19 29 -27
right_child=1 2 3 4 -6 6 7 -9 -10 10 -12 -13 13 -15 19 -17 17 18 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0024331250692412585 -0.017508208999149739 0.0042463153805608776 -0.00065110095980690165 -0.0017940489489759134 -0.0049103076336407848 -9.6891593794623e-05 0.063119967933623011 0.001077216666288484 0.012746906235953859 0.0047349673580868792 -0.0012125291798125108 -0.00018824978430825629 -0.0053528682225340643 -0.0032909737913695974 -0.00083668925235171878 0.00023046855834691783 -0.10007521565965256 -0.10024157642911811 -0.0024059610945622346 0.0018742880361416782 0.00024994444447291907 -0.003697664732593572 -0.0017365092109501554 0.001797143921247627 8.418383574656225e-05 0.045430074575792831 0.095044808454127896 -0.0015858121588391506 -0.088270596529200385 -0.034278259235109479
leaf_weight=0.55281160259001438 0.017875822730276769 0.54375110281512196 1.0082590665883797 0.50532197966458703 0.57595891118735298 1.0103712379059286 0.049208339671622525 0.52783427252851689 0.040633359774801647 0.53369201550958656 0.55833179806450051 0.51002517920498747 0.55132961958383653 0.52275411554609519 1.8751633520010236 1.0095980355555978 0.0020184492996538897 0.0077100154401084572 0.53104764590112097 1.5432872104222495 2.5196011193862948 0.51745928093029769 1.0270256425877731 0.52639210104873169 25.660805479451412 0.00338326007921326 0.0063161450414099818 0.0061046325760720777 0.0017636406423662265 0.0015572218097217247
leaf_count=70 37 62 24 6 97 14 38 46 37 23 57 25 27 43 223 33 247 17 70 28 59 21 26 250 1573 100 22 37 17 705
internal_value=1.20946e-07 0.000587197 0.000642365 0.000273984 -0.00073815 0.00130417 0.00251508 0.00678765 0.0403374 0.00040213 0.00109485 0.00232918 -9.35355e-05 -0.000518827 -0.000367398 -0.0017416 6.67834e-05 1.68937e-05 2.45993e-05 -9.95679e-05 0.000341634 -0.000868895 -0.000325289 -0.000259385 7.4847e-05 -0.0088535 0.0418549 -0.056646 -0.00825682 0.0203063
internal_weight=42.7474 5.88126 5.86339 5.31964 2.68333 2.63631 1.62805 0.617676 0.0898417 2.10737 1.60205 1.04372 36.8661 10.0926 9.56986 1.56093 26.7735 26.2207 26.2187 8.00893 5.08991 2.91901 3.54663 2.40156 25.6876 0.0268349 0.0130203 0.0138146 0.00670412 0.00494048
internal_count=4034 466 429 367 208 159 135 121 75 111 105 48 3568 710 667 60 2858 2788 2541 607 113 494 85 473 2471 898 844 54 822 805
is_linear=0
shrinkage=0.1


Tree=624
num_leaves=31
num_cat=0
split_feature=19 9 6 3 0 2 9 18 9 2 9 17 17 17 16 16 13 13 17 4 9 6 16 5 19 7 13 7 5 10
split_gain=0.000191227 0.000441442 0.00127351 0.000471999 0.000503978 0.00067679 0.000908944 0.000228987 0.000224359 0.00427931 0.000647689 0.000843519 0.000351771 0.000329902 0.0053064 0.00717056 0.00893931 0.000592294 0.000338576 0.00052501 0.000440964 0.000287531 0.00265253 0.0198659 0.00250956 0.00054436 0.00887572 0.0066297 0.000283167 0.00104046
threshold=14.451165964200003 191.98656730705002 16.385382841850003 93.846007959550022 86.162394622750014 156.81164617195003 202.86075815500001 13.314799198000001 199.17419511990002 53.810443956900009 200.84017322135003 192.28474763930004 204.42624920380004 196.80409074510004 22.624947093000003 21.094950670800003 109.49014582065001 103.54865335235002 194.36188291790003 250.05420802265002 198.16621393750003 16.485385178400005 22.654947022900004 22.938948824900006 13.851117550450002 22.792619241600004 117.47755492620001 22.589037079550003 16.351273197450002 75.166600869200025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 4 -3 7 -7 -6 12 -10 11 -11 13 18 15 16 17 -15 20 -20 21 25 23 -23 -25 26 -1 -28 -12 -30
right_child=1 3 -4 -5 5 6 -8 -9 9 10 28 -13 -14 14 -16 -17 -18 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00090324127554806998 -0.0013019987393929934 0.0032937246723354161 0.0055183209219837846 -0.0025931774993147548 0.0003331165851289061 0.0049372609107480253 -0.00080065118422761113 -0.0016044702147777425 0.063356103743722969 0.0030411786896025377 0.00078374649874504297 9.0016906708576642e-05 0.0021741438193807958 -0.023882021150510351 0.00035403065382357289 -0.10030864223353644 0.013879114786649575 -0.10010757772369774 0.0035562876211249271 -0.00031603347022852199 -0.0025189685869156917 -0.0031747491689372701 1.2440930843539175e-05 -0.0026687256335660584 -0.10047636450777489 -0.00024907652552353873 0.0071086097324212852 0.079793530896753367 -0.00018162256652795098 -0.0046964854538742275
leaf_weight=0.5224908086330976 0.51324967998692661 0.55263907093467413 0.58676258812134519 0.5674842388960285 1.0068708083126701 0.56265547913903879 0.54203563106420916 1.5472116189666847 0.010697533376517465 1.5734889663956675 2.6254893838005176 2.5190692122846485 0.52232574235660401 0.0011410816579501557 0.50191171607002616 0.012133231596965999 0.031362726712779371 0.0095577797033854495 0.53529201201182175 1.0121721508666075 1.0373829225832203 0.55661768716049742 3.3999215359547224 0.0029354135477950285 0.024674433308649046 7.1210604439050789 0.025329251926450524 0.024870500111632055 14.266392114244292 0.52936942225830641
leaf_count=370 29 36 100 121 11 50 76 43 8 43 558 44 254 136 4 13 28 42 86 48 38 37 54 367 83 625 20 26 618 66
internal_value=2.502e-07 0.00052991 0.00233606 0.000114168 0.000478981 5.38284e-05 0.00212186 -0.000840634 -8.42138e-05 0.000124055 9.26132e-05 0.00122467 -0.000376426 -0.000466327 -0.00285583 -0.0325832 -0.0130468 -0.0919778 -0.00037316 0.00102346 -0.00054313 -0.00036761 -0.00105715 -0.00728167 -0.0900777 -1.05363e-05 0.00295557 0.043119 -0.000173326 -0.000343157
internal_weight=42.7446 5.87891 1.10001 4.7789 4.21141 3.65877 1.10469 2.55408 36.8657 21.5245 21.5138 4.09256 15.3412 14.8189 0.556107 0.0541948 0.0420616 0.0106989 14.2627 1.54746 12.7153 11.6779 3.98415 0.584228 0.0276098 7.69375 0.572691 0.0501998 17.4213 14.7958
internal_count=4034 466 129 337 216 180 126 54 3568 1337 1329 87 2231 1977 223 219 206 178 1754 134 1620 1582 541 487 450 1041 416 46 1242 684
is_linear=0
shrinkage=0.1


Tree=625
num_leaves=31
num_cat=0
split_feature=19 5 16 2 6 9 13 3 8 6 19 6 5 8 6 0 16 2 4 5 6 15 6 15 17 3 5 15 12 9
split_gain=0.000210138 0.000250203 0.000219074 0.000179402 0.000713861 0.00147458 0.000488259 0.00076277 0.00155758 0.00057889 0.000297525 0.00916082 0.00211597 0.00268812 0.0015379 0.00445433 0.00173772 0.00139281 0.00117418 0.00116294 0.000937246 0.000702009 0.000322245 0.000278708 0.00200937 0.00123007 0.000427646 0.00116392 0.0257397 0.000588919
threshold=14.651182102100002 22.53967987815 22.764946765650006 173.34516805710004 16.535386346650004 206.57490536735003 117.56896250265002 93.431985407450014 8.7431769115000026 16.465384711100004 14.251149826300002 15.975373262050001 18.613387752550004 7.943800736700001 14.335334942800001 97.991610396700011 17.684958644900004 200.74412770730004 323.30872075415004 19.749058312400006 14.935348962050002 14.882823222300003 13.65531905435 38.992510055900006 160.21442126885003 93.579850604650019 20.911722254300006 36.535628266450011 129.60515701950001 188.96048214565005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 23 6 -6 9 8 -8 10 11 12 14 19 15 -5 17 21 22 -14 -15 -17 -19 24 -1 -25 -26 28 -28 -30
right_child=1 -3 -4 4 5 -7 7 -9 -10 -11 -12 -13 13 20 -16 16 -18 18 -20 -21 -22 -23 -24 25 26 -27 27 -29 29 -31
leaf_value=-0.10006355499336853 0.0029385518143774376 -0.00012942610406953395 0.0018774769743873467 0.088899949031873204 -0.0065634259952528241 0.00095408438787142639 0.0064763992922248579 -0.00014302434312046076 -0.0011566852382456215 -0.0039109779450301873 -0.00072748543956211451 0.094406582906224515 0.074814973400882862 -0.10009012489991603 -0.00011383320656816468 -0.013452295387451031 0.066735890069973755 0.022694770628856744 -0.052136702948929872 -0.039558520617538735 -0.031777914373624386 -0.10002726598071224 0.10002122287807752 0.0030174808959156549 0.00015197069401739617 -0.000432723163093104 -4.112236859084703e-05 -0.0003566324070448791 -0.058332762602304369 -0.10079818484435416
leaf_weight=0.0020093596934377391 0.52598841640428762 0.5374135437904215 0.59018517551208916 0.0074292814746784478 0.535803922472607 0.50861549657543037 0.57961669241694769 3.0355188795459198 0.49617977521120338 0.53396932418183318 4.0628378976450881 0.010467813773270773 0.002238912047403425 0.0050311442361969938 0.50593162409336401 0.0013706462851216031 0.0021842960519102847 0.0011531667656971278 0.0017040086305564368 0.0014744845763853542 0.0033429237013251623 0.0029577054471674469 0.0010117763449670747 1.5950819144388777 20.60234182501021 2.9341324746908199 0.5246800136772175 5.0965295046262327 0.0037322560890311598 0.026128206600191106
leaf_count=222 29 48 95 84 114 13 60 83 3 78 148 22 20 112 17 62 38 62 425 113 17 85 2 51 1410 96 238 133 141 13
internal_value=-5.2841e-08 0.00138808 -3.54744e-05 -6.29549e-05 -0.000424242 -0.00290252 -0.000144553 0.000667852 0.00295586 -0.000793977 -0.000432872 0.00175818 -5.17746e-05 -0.0414167 0.000902888 0.0297836 -0.0125212 -0.0336404 0.0099584 0.0294005 -0.0728199 -0.0726118 0.0588329 5.7912e-05 -6.70591e-05 0.000782357 -5.94056e-05 -0.000830029 -0.0051808 -0.0954904
internal_weight=42.7371 1.0634 41.6737 41.0835 10.2988 1.04442 9.25442 4.11132 1.0758 5.14311 4.60914 0.546298 0.53583 0.0120875 0.523743 0.0178109 0.0103816 0.0081973 0.00386895 0.0037134 0.00837407 0.00432835 0.00216494 30.7846 26.2554 4.52921 26.2534 5.65107 0.55454 0.0298605
internal_count=4034 77 3957 3862 1558 127 1431 146 63 1285 1207 1059 1037 262 775 758 674 636 489 133 129 147 64 2304 2157 147 1935 525 392 154
is_linear=0
shrinkage=0.1


Tree=626
num_leaves=31
num_cat=0
split_feature=19 12 5 13 5 8 9 5 2 10 10 13 19 16 10 5 17 13 10 9 12 2 16 7 3 5 13 0 16 15
split_gain=0.000178175 0.000488861 0.000614814 0.000644903 0.000682211 0.000616246 0.0021749 0.000336843 0.000321292 0.000471757 0.000220044 0.000986438 0.0145788 0.000378606 0.000648172 0.000857029 0.00183503 0.000582346 0.000462758 0.000400508 0.000713608 0.000379596 0.000309537 0.000327005 0.00021855 0.000640585 0.000307657 0.00205866 0.0176383 0.0093623
threshold=14.451165964200003 89.368262418900017 20.305669781650003 117.45067034490002 20.971847224900007 8.4434108459500017 181.33671263215004 24.041678002600005 105.5555618261 62.041548276350007 61.923256118600001 117.70876232545002 14.251149826300002 22.584947186600004 61.987779113750001 21.500664456800006 182.96786557845004 117.61735474900001 62.009286778800011 201.09804420775001 273.67701475470005 140.91298750955002 22.724946859200003 23.604435110900003 93.216908757050007 24.393336510100003 112.64908412395 93.55565448145002 19.974953289850003 35.098844929350008
decision_type=2 2 2 2 2 2 2 2 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 6 -6 8 -7 -10 11 12 -1 17 15 -15 -17 24 -16 21 -21 -20 23 -13 26 -26 27 28 29 -12
right_child=1 2 3 4 5 7 -8 -9 9 -11 13 22 -14 14 18 16 -18 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0001489371350393068 -0.016037114487449301 0.0037697481094713793 -0.0029498935009706997 -0.0028052980643677831 -0.00022906098477425328 -0.00057696048040699007 0.0074280717681024276 -0.0021544293009600822 0.0039551784076604247 -0.0002732290732857742 -0.010172013198063634 -0.0031965179351670552 0.061076198626037505 -0.00049190218715295818 0.0017720571050170342 0.00015906433375287532 -0.008215421780018101 0.0033888692950772223 -0.0015662935647553441 -0.0048627077437999149 0.00037273546725530114 0.00022585360262696716 0.001128457529420046 0.00038844060989339337 -0.0038766816314680431 0.0011147217796509781 0.00071130549792524343 -6.5297402130455354e-05 -0.10015778136931129 0.08352233442971925
leaf_weight=0.50307465588099365 0.017797770939068758 0.54202214509632529 0.56809218841613152 0.51933735242846424 1.0089540101835155 1.0474427588651458 0.58661040003555043 0.53110475585978978 0.54149732640098569 0.51460685420465602 0.052340639431735947 0.51616062521241202 0.042150682740222933 1.4989994054194506 1.0354041134901875 0.50053272396326043 0.54825165500580209 0.52115610800683398 1.5423947280905848 0.53244622033627542 0.5094492660805372 5.0565053628226888 0.88401927734435037 0.50180320261279121 0.5216056784263724 0.50706859579628938 5.6311302364956637 15.915145460005894 0.019141962751746178 0.013394036337558646
leaf_count=297 37 62 80 27 11 18 96 85 33 17 163 99 16 8 27 2 44 7 38 26 41 84 35 4 129 131 221 2140 43 13
internal_value=-2.2234e-07 0.000511101 0.000561364 0.000234336 0.000615201 0.00103513 0.00258609 9.58579e-05 0.000664012 0.00189481 -8.17721e-05 0.000834444 0.0045843 -0.000146942 -0.000623675 -0.00202602 -0.0042187 8.3887e-05 -0.000211874 -0.000480716 -0.00230277 -0.000193034 -0.000240495 -0.00142932 7.87528e-06 -0.00141625 7.55998e-05 -0.000148134 -0.0156807 0.00891906
internal_weight=42.7296 5.87747 5.85967 5.31765 4.74955 4.23022 1.59556 2.63465 2.10355 1.0561 36.8522 2.44721 0.545225 34.405 11.224 2.54778 1.04878 23.181 8.6762 7.6408 1.0419 6.5989 1.90198 1.01796 22.6598 1.02867 21.6312 16 0.0848766 0.0657347
internal_count=4034 466 429 367 287 260 107 153 68 50 3568 451 313 3117 270 54 46 2847 216 189 67 122 138 103 2840 260 2580 2359 219 176
is_linear=0
shrinkage=0.1


Tree=627
num_leaves=31
num_cat=0
split_feature=19 2 16 6 4 9 16 4 17 17 15 16 15 2 8 7 7 7 15 13 0 2 18 17 19 3 6 9 8 3
split_gain=0.000204641 0.000289813 0.000190548 0.000200181 0.000763348 0.00137403 0.000286267 0.000695154 0.00105423 0.000617027 0.000346328 0.000902488 0.000555671 0.000540857 0.00772178 0.00233494 0.00191708 0.00366765 0.00117285 0.00193506 0.000608189 0.000313372 0.00175899 0.00159503 0.000282105 0.000666071 0.000311766 0.000462797 0.000240185 0.000188006
threshold=14.651182102100002 173.34516805710004 22.764946765650006 16.535386346650004 256.08338064055005 206.57490536735003 22.644947046300004 222.75625367455004 193.10154186985002 191.46721301340003 43.890399822900008 22.574947209950004 42.713473568600008 219.24808729375005 8.3434888241000014 25.016749795550002 22.233191240750003 22.105125139000005 31.504255087500002 105.33378955095002 89.582113364650013 200.74412770730004 12.885811969150001 162.57770630285003 14.351157895250003 93.579850604650019 16.555386813950005 193.67618212375001 2.5480115570500002 93.281431752200021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 -6 10 -8 9 -9 12 -12 13 16 -15 -16 17 18 19 28 -21 22 -18 -24 26 -26 -5 -28 -1 -25
right_child=1 -3 -4 4 5 -7 7 8 -10 -11 11 -13 -14 14 15 -17 21 -19 -20 20 -22 -23 23 29 25 -27 27 -29 -30 -31
leaf_value=-0.10005279549338711 -0.00028921355335588463 0.0030128888114157606 0.0017499055484783998 -0.0021121507384559554 -0.0065889486346316604 0.00067125243931570708 -0.0024293578678771725 0.0018541320145148039 0.0054358276653054373 -0.0013240362357138395 0.0011688603343865233 -0.0046233446189228363 0.0032247697159275856 -0.0010824981911806166 -0.099125477862192959 -0.019266769116328443 -0.042902465424069502 0.08388108007125121 -0.08720729551698482 0.0080347485929913951 0.09847911898381087 0.0023905252625455661 -0.10006368726629332 4.2282623375179566e-05 0.0038760248232454601 -0.00028358632635103756 -0.0025520477817272949 0.00091111684264117993 -0.031840000700020979 -0.00078526044208058468
leaf_weight=0.0010661928215485901 0.52900119802296675 0.53417893375080894 0.58958081034063425 1.0097297153516116 0.53519149919833242 0.50820332671241886 0.54340593865481635 1.5422965910861259 0.54616252154073652 1.0115100164039175 0.51982055834161833 0.55750068178752865 0.52381180404953553 0.50907974882994445 0.010523720287892502 0.0056146325600696647 0.0095828410703856504 0.0076590167177887913 0.0017602632142370567 0.0013302379558561839 0.0016855947493468193 0.52881385457947772 0.0015945588950562186 25.659921309404805 0.5332137256336863 1.3845546570915983 0.51639502373534796 1.5266563672327969 0.0010006700256002636 3.0742100139468667
leaf_count=58 41 36 95 10 103 15 41 48 67 13 34 117 31 626 29 35 6 17 6 102 9 165 120 1587 36 38 335 54 80 80
internal_value=-1.22249e-07 0.00136988 -3.50836e-05 -6.07066e-05 -0.000593739 -0.00305274 3.07302e-05 0.000869815 0.00144814 0.000595325 -6.65833e-05 -0.00182854 -4.01458e-06 -6.07424e-05 -0.00324136 -0.0713421 -3.70597e-06 0.0363458 -0.0168583 0.00750529 0.0585855 -2.1713e-05 -6.60898e-05 -5.18046e-05 -7.75558e-05 0.000872946 -0.000674665 3.57786e-05 -0.0670276 -4.62546e-05
internal_weight=42.7251 1.06318 41.6619 41.0723 6.01394 1.04339 35.0584 3.64338 3.09997 2.55381 31.415 1.07732 30.3377 29.8138 0.525218 0.0161384 29.2886 0.014502 0.00684296 0.0050827 0.00301583 29.2741 28.7453 28.7357 4.97055 1.91777 3.05278 2.04305 0.00206686 28.7341
internal_count=4034 77 3957 3862 591 118 3271 169 128 61 3102 151 2951 2920 690 64 2230 272 255 249 111 1958 1793 1787 473 74 399 389 138 1667
is_linear=0
shrinkage=0.1


Tree=628
num_leaves=31
num_cat=0
split_feature=19 2 2 2 18 14 18 13 5 19 18 8 6 16 15 10 6 7 18 15 15 15 3 5 15 5 3 10 10 18
split_gain=0.000165953 0.000235424 0.000177939 0.00023245 0.00041846 0.000258758 0.00122522 0.000562434 0.000948511 0.000469306 0.00079045 0.000242411 0.000314172 0.000644833 0.00108421 0.000482319 0.000415766 0.000340484 0.000613488 0.00420294 0.0016094 0.00122931 0.000577875 0.000384445 0.00251776 0.000670816 0.000407685 0.000304626 0.000473996 0.000301505
threshold=14.651182102100002 173.34516805710004 49.864842700850012 60.327272492300004 14.030930991100002 177.36626049935003 14.766576839600001 109.72404167800001 20.305669781650003 12.551012654050002 14.708525021850003 8.7431769115000026 16.535386346650004 22.544947280100004 41.492094664050008 61.923256118600001 16.545386580300001 23.032902590750002 13.154691941050002 37.606388722050006 39.15620581320001 42.246988155050012 93.579850604650019 22.649179082500002 43.890399822900008 24.218679034200004 93.281431752200021 61.87486387225001 61.93938686740001 13.4793103924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 9 -9 -5 -11 12 15 16 -15 -7 -14 18 22 -20 -21 -22 -17 26 -25 -26 29 -13 -29 -19
right_child=1 -3 3 5 -6 11 -8 8 -10 10 -12 27 13 14 -16 17 -18 23 19 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0017955971260072033 -0.00026024535989805319 0.0027172390485441953 0.00047891418511447951 0.00013641552705056536 -0.0035376489733388431 0.0028636969758350501 0.0050306627140447417 0.0048119141805643487 7.4202862418302034e-05 -0.005218938246554776 0.00033845319509465154 -0.0011942185780068762 -0.00074032437001973837 -0.0042378699137679363 -0.00050200242729458164 0.0010642424537950247 0.0032973864123758013 0.0010912248336680675 -0.0019355236980837234 -0.014995617815135146 -0.082871043556930646 -0.031100693876198366 -0.0029839393284029269 0.0071072136987908058 -0.0034561785292256558 0.00052864740987866056 -0.0021088279488881705 0.0040814575701903309 0.00038790682347994004 -0.00019104358295868199
leaf_weight=0.52622974851875071 0.52909802137531758 0.5331304130359058 0.51788956094628591 2.0018732042868117 0.5196524849519335 0.55511353308819877 0.56410964127263685 0.58112601561879307 1.548851827717155 0.5222497868438436 0.50190149823538377 0.50993243432179847 0.49756026270556319 1.0548296526831107 2.9476801322071537 1.0257103862541064 0.5231716669512011 2.0364012070349444 0.50972831493347137 0.016234032169450074 0.0096249622486084263 0.0087622479052040791 0.53736431994142497 0.55910911450595202 0.53284447707697813 2.0392678701153972 1.0232004401987058 0.5214954957386907 1.0410260620327401 18.425803682760449
leaf_count=41 41 36 34 23 47 115 65 90 175 53 4 45 5 31 51 38 338 40 231 14 12 31 120 37 43 78 17 13 91 2075
internal_value=-1.36678e-07 0.00123415 -3.16089e-05 -5.49853e-05 -0.00153278 -1.67442e-05 0.000606014 0.000121921 0.0013668 -0.000754334 -0.00249545 -0.000120374 -0.000187637 -0.000914396 -0.00148656 -5.38107e-05 0.00132919 -0.000114413 -0.00133435 -0.00422554 -0.0379415 -0.0582004 -0.000327469 -9.97528e-06 0.00102521 -0.000296858 -0.00016084 0.000928036 0.00162064 -6.34321e-05
internal_weight=42.721 1.06223 41.6587 41.1325 1.03754 40.095 5.72011 5.156 2.12998 3.02602 1.02415 34.3749 32.3024 5.02324 4.00251 27.2792 1.02073 26.7241 2.10742 0.54435 0.0346212 0.0183872 1.56307 24.6166 3.13122 2.57211 21.4854 2.07245 1.56252 20.4622
internal_count=4034 77 3957 3916 81 3835 410 345 265 80 57 3425 3276 425 82 2851 343 2736 446 288 57 43 158 2290 158 121 2132 149 104 2115
is_linear=0
shrinkage=0.1


Tree=629
num_leaves=31
num_cat=0
split_feature=12 17 2 19 12 17 7 9 7 15 19 12 4 13 5 14 6 8 9 8 7 0 9 15 16 12 9 4 19 15
split_gain=0.00017089 0.00163547 0.000683726 0.00109815 0.000439586 0.001574 0.000335631 0.000923569 0.00137079 0.000919432 0.000485255 0.00125066 0.000766306 0.00055497 0.000361266 0.000310462 0.000310469 0.000458523 0.00165855 0.00050151 0.000386245 0.000361285 0.000607197 0.000333385 0.0103589 0.00976566 0.0025694 0.00225077 0.00122188 0.000782332
threshold=149.09269374785001 159.58247398035004 135.72285180265001 14.551174033150001 144.57070813310003 162.57770630285003 23.109894804950002 193.67618212375001 22.835261448650005 40.974857724300008 14.451165964200003 216.55112120135001 292.86187543885006 117.69263157665002 24.107645372150007 241.71484286130001 16.465384711100004 8.4434108459500017 201.14010537530001 8.543332867800002 23.478650568600006 85.925810307250018 205.22231928645002 25.852338405700003 14.504966081100003 198.57093999515004 203.72699028675004 273.21071223870007 12.651020723000002 20.729785921300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 7 9 -9 -4 13 -12 -13 15 -11 -8 17 20 -19 -20 -17 -18 -23 24 29 26 -26 -27 -29 -22
right_child=2 4 6 -5 -6 -7 10 8 -10 14 11 12 -14 -15 -16 16 21 18 19 -21 23 22 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.10005881194054028 -0.0056546313552438016 0.069715428623860334 0.0038031845657880248 0.00075693836238540421 0.0030378023166669401 0.00013429815599335859 0.0011990037663630779 0.00027978710494315875 -0.006890090770640506 -0.0021879244319618599 0.0054807878680751369 -0.0030592239652771865 0.002288493938119451 0.0031638350787533431 0.00046562022411776187 -0.0022573075873091671 -8.5792126331706606e-05 0.0060966727226773104 0.0026822090724345007 -0.00076060998301473708 0.024510635265252302 -0.0036621204855002074 -0.00021730395291038628 6.2132295831233785e-05 -0.038098536983575126 0.10007256799605052 -0.10022198014448279 0.068057037432125281 -0.041718974193768764 0.00056546456211508365
leaf_weight=0.0016263217033259938 0.56986844102399803 0.0032515922134049849 0.52829436034846455 0.50285986492872325 0.54072293923217074 18.972885518809029 1.5356754630628486 0.51755336760987058 0.55004664690864191 1.0367852670690356 0.58092045346465582 0.51547616532513962 0.55803950849399087 0.52016163141433835 1.0156987252478642 1.0039620360818613 2.0025348674509482 0.53164871195792818 0.53485129167685341 2.0251732722261693 0.014024974817136493 1.0446784670348281 1.0028887590369775 6.0678273426187896 0.010011091845171849 0.0037838831776753068 0.019875068090186687 0.001535027365710262 0.0029868874858816064 0.50284643429766374
leaf_count=177 79 62 386 4 89 1351 40 41 52 35 53 17 128 19 50 48 28 11 46 61 641 24 24 328 36 2 35 22 80 65
internal_value=-8.01835e-08 0.000217978 -0.000183535 -0.0026491 0.000226333 0.000146221 -6.40049e-05 -0.000940512 -0.00341426 8.28134e-05 0.000109048 0.0017432 -0.00027935 -5.16466e-05 -0.000874783 -0.000154231 -0.000294944 -1.31026e-05 0.00101418 -4.13215e-05 -0.000429528 -0.00104083 -0.00197487 -0.000152455 -0.00249828 -0.0527547 -0.0794122 0.0431653 -0.00445397 0.0012152
internal_weight=42.7185 19.5185 23.2 1.07273 19.5169 18.9761 22.1273 3.64838 1.0676 2.58078 18.4789 1.65444 1.07352 16.8245 2.05248 16.3043 14.7686 10.7185 3.09167 2.56002 7.62685 4.0501 2.04757 6.62289 0.555063 0.038192 0.0298862 0.0083058 0.00452191 0.516871
internal_count=4034 1679 2355 83 1502 1413 2272 564 93 471 1708 198 145 1510 85 1491 1451 1375 118 107 1257 76 48 1209 881 175 71 104 102 706
is_linear=0
shrinkage=0.1


Tree=630
num_leaves=31
num_cat=0
split_feature=19 17 4 2 6 0 7 17 16 16 9 17 5 0 3 7 18 13 0 3 3 16 9 9 9 12 17 9 5 9
split_gain=0.000184294 0.00223789 0.00169938 0.00214141 0.00907432 0.00165909 0.000394054 0.00143515 0.00310905 0.000374707 0.00219308 0.0087325 0.0035611 0.000369627 0.000625976 0.00132739 0.000474084 0.00103677 0.000444335 0.00078405 0.00152059 0.000334181 0.000640552 0.0026752 0.000997482 0.000817128 0.00137591 0.000282892 0.000469273 0.00121441
threshold=14.351157895250003 163.71417389150002 120.66459519255001 72.043920985000014 16.565387047600002 89.168090812600013 23.296055099200004 187.28691448030003 22.574947209950004 22.604947139800004 194.45262321395003 183.92349703790003 21.723721974650005 88.872360418250011 92.598563387050021 23.974509389900003 13.3584252364 117.54207792135001 85.995710218650018 92.864720741950009 92.913112988300014 22.644947046300004 185.90443620030001 183.49441567960005 181.33671263215004 63.174563425750001 162.57770630285003 186.68586460755003 20.769304081650002 198.96357396150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 7 9 -9 10 -1 12 -12 14 15 -5 18 -18 -16 -20 -21 22 23 24 -8 -24 -27 -11 -29 -30
right_child=1 2 3 13 -6 -7 21 8 -10 27 11 -13 -14 -15 16 -17 17 -19 19 20 -22 -23 25 -25 -26 26 -28 28 29 -31
leaf_value=0.00080487743618002045 0.10002594248816943 -0.1000651558298928 -0.059310173442280456 0.006008964317317937 0.064513694093223342 -0.00014146295448206296 -0.01988957855672412 0.0013014982580999669 -0.0093805929430452462 0.00072822847664159634 0.019457131936227886 0.077544190498958665 -0.091927254152576743 -0.002313991015466089 0.00014880513217937488 -0.0010072312767586682 -0.0046299120832363856 -9.5435430957540226e-05 -9.2958790390509376e-05 -0.00021692791543091481 0.0073505018840900596 0.001792366435238597 0.042740289349440894 -0.10027247777510571 0.089275260447715374 -0.10005179512300631 -4.4742335245632158e-05 0.00022552720498047871 -0.0061633888581813148 0.00068855675892295302
leaf_weight=1.0255188200821335 0.0022497773170478954 0.0016874244538439545 0.0091268644682703792 0.56132766848895588 0.023339911276707426 0.0098571685084607452 0.0018558541292205124 0.53313140517881974 0.55727576322508765 1.0128263665465058 0.0056694901022716904 0.015874807936775426 0.0058137478689905819 0.55015580756480709 4.5176490202179629 0.51892065878951144 0.55955038477986274 5.099988572083106 0.9995501255616549 0.49956632830435388 0.56679284113852191 1.0278659307396072 0.004463428282181491 0.0030100975832283439 0.0015246951265908137 0.0013757960675623284 22.55993622703167 1.0024174612481149 0.52854108623849227 0.50658725612447597
leaf_count=777 3 6 29 35 32 11 648 129 40 12 10 8 37 91 198 53 119 124 5 3 51 36 2 14 11 99 1397 5 38 11
internal_value=-1.61001e-07 0.000298588 0.000282467 0.000294635 0.0227539 -0.0285877 -0.000144585 -0.000933171 -0.00415781 -7.62475e-05 0.00155031 0.0294929 -0.0369347 0.000226118 0.000331006 0.00263858 0.000127401 -0.000543753 0.000704357 0.00191922 0.00380532 2.89585e-05 -5.13416e-05 -0.0317064 0.0293459 -4.23769e-05 -5.08408e-05 -0.000637676 -0.00131664 -0.00281008
internal_weight=42.7135 13.9198 13.9175 13.9158 0.0423239 0.018984 28.7937 5.19366 1.09041 4.10325 1.05288 0.027358 0.0114832 13.8735 13.3233 1.08025 12.2431 5.65954 6.58356 2.06591 1.06636 23.6 22.5722 0.00639065 0.00338055 22.5658 22.5613 3.05037 2.03755 1.03513
internal_count=4034 760 757 751 72 40 3274 1067 169 898 832 55 47 679 588 88 500 243 257 59 54 2207 2171 673 659 1498 1496 66 54 49
is_linear=0
shrinkage=0.1


Tree=631
num_leaves=31
num_cat=0
split_feature=19 17 17 17 2 6 7 17 12 4 2 14 9 9 9 2 3 2 0 4 16 3 9 5 6 17 15 0 13 7
split_gain=0.000149497 0.00202604 0.00164768 0.00236848 0.00195892 0.00911784 0.000359206 0.00244609 0.00512274 0.00633176 0.0174444 0.00672428 0.000562867 0.00242333 0.000886597 0.000672389 0.000409148 0.00342713 0.015497 0.0123913 0.00863357 0.00170646 0.000424473 0.000357468 0.000618429 0.000890059 0.000644632 0.000579059 0.000701351 0.000339945
threshold=14.351157895250003 163.71417389150002 177.64087306825002 178.10958437055004 72.043920985000014 16.565387047600002 23.271765593750004 187.28691448030003 207.88043775810004 222.75625367455004 151.26092141510003 172.95172276415005 185.90443620030001 183.49441567960005 181.33671263215004 41.467794892200004 93.620177476600006 149.63420042300001 85.812895065800021 195.50296729855003 22.614947116400003 94.340684255550016 191.72037998490001 20.204934414350003 16.345381907250005 199.03437346465003 35.098844929350008 86.756543869550015 117.48293184245001 23.626037400350004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 7 16 9 11 -11 -9 13 14 -8 -14 22 18 19 20 21 -18 -1 -6 25 -25 -26 28 -28 -30
right_child=1 2 3 4 23 -7 12 8 -10 10 -12 -13 15 -15 -16 -17 17 -19 -20 -21 -22 -23 -24 24 26 -27 27 -29 29 -31
leaf_value=4.9928696666241379e-05 0.10002346628311405 -0.042786394985715501 0.1000216427312266 -0.02619531239581422 0.0027201529319510992 0.072705847230524298 -0.017984339500059125 0.0039431277228962284 -0.0036356298938482537 0.093467504447196981 -0.070335936283657391 -0.085138954718833537 0.039183763789771335 -0.10024651150949615 0.087306834648627235 2.6184080633367922e-05 0.10003656332003932 -0.00053687637116598059 -0.10042000449333391 0.090546858120366447 -0.10036811383076015 -0.04192375520349402 0.0032285079305846803 -0.0050158178341094565 -0.0031372776983999359 0.00070855499746427114 -0.0033837448061755163 0.0022625097207148101 0.00068393120343583332 -0.0007696806802064282
leaf_weight=2.0168584414606134 0.0020357304601920081 0.0088885916007929167 0.0023804574448139651 0.018680958393814673 0.54229228191206758 0.018605498938995879 0.0018491531881065218 0.012161094924522331 0.51906873169584677 0.012052280884574884 0.014116370536878087 0.027944646514043825 0.0043859930010537998 0.0027243186670489195 0.0014091698328684288 24.095783720395669 0.003541971149388313 1.509882153578799 0.01799132430460304 0.012830799439664808 0.0094217719306470826 0.0011127922355863018 0.53067511082917906 0.54932358447639262 0.52115722736107173 0.53729244757960259 0.5228744100651842 1.5425863720702171 7.6094165450459297 2.0401851165281641
leaf_count=216 3 26 5 40 50 23 651 17 49 26 28 42 2 14 11 1539 4 206 8 121 15 299 26 68 53 84 75 29 235 69
internal_value=8.03714e-09 0.000269131 0.000254536 0.000282049 0.000264971 0.0231552 -0.000130056 -0.000931011 -0.0069784 -0.0331594 0.00510567 -0.058127 2.5697e-05 -0.0306435 0.0275523 3.33104e-05 -6.81332e-05 -0.00134649 -0.0285726 0.0194675 -0.0453216 0.0660988 0.000712057 0.000203414 0.000100973 -0.00218532 0.000304004 0.000457093 0.000183314 0.000376599
internal_weight=42.7095 13.9157 13.9137 13.9048 13.9024 0.0372865 28.7938 4.68766 0.585343 0.0662744 0.0261687 0.0401057 24.1062 0.00598264 0.00325832 24.1002 4.10231 1.55478 0.0448987 0.0269073 0.0140765 0.00465476 2.54753 13.8651 13.3228 1.08662 12.2362 11.7151 10.1725 9.6496
internal_count=4034 760 757 731 726 63 3274 1057 162 113 54 59 2217 676 662 1541 895 653 447 439 318 303 242 663 613 152 461 408 379 304
is_linear=0
shrinkage=0.1


Tree=632
num_leaves=31
num_cat=0
split_feature=19 5 5 9 17 0 2 6 6 0 0 16 6 13 7 5 5 9 17 5 13 3 7 8 2 15 10 2 6 10
split_gain=0.0001414 0.000494077 0.00116698 0.000472506 0.000981572 0.000582322 0.000655334 0.000211711 0.000470123 0.00107185 0.000415684 0.000396303 0.000351179 0.00178195 0.000328299 0.000321678 0.000505302 0.000478507 0.00045658 0.000257189 0.00149796 0.00981753 0.0105376 0.00280514 0.00182256 0.00244483 0.000496864 0.000491631 0.000325892 0.00759019
threshold=14.451165964200003 24.393336510100003 22.938948824900006 190.73543849905005 188.41589330430003 86.329079026800017 156.81164617195003 16.465384711100004 16.505385645700006 85.925810307250018 86.565663342300013 22.544947280100004 16.235379337050002 117.46680109370001 23.779256055650006 22.127107789600004 22.629964856950004 197.90890142995002 192.61429575720004 19.426367441400004 114.02557468670001 86.589859465500012 23.032902590750002 8.1436447804000007 192.44078413960003 35.83914456115 62.55235532115001 191.11793099695004 14.815346158200002 68.34060567600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 4 -2 -5 -7 12 9 -9 14 -12 19 -14 -10 18 -17 -18 -15 28 21 24 23 -23 -21 -26 27 -22 -1 -30
right_child=1 -3 -4 5 -6 6 -8 8 10 -11 11 -13 13 15 -16 16 17 -19 -20 20 26 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00011684062310996018 -0.0010545213004334137 -0.0024509170632709271 0.0049749565787006768 -0.0031777274590450151 0.0050540055585299899 -0.00044490453452859379 0.0033005960979480228 -0.00012078703328885787 5.6487913576497604e-05 -0.0056072130307967755 -0.00021352413271758289 -0.0027597337104765191 0.0060164408047744524 0.0021623506162918595 0.0027001176788493311 -0.0023351428457718706 -0.0008211487702388863 0.0019663784064940931 -0.0002807087636638552 -0.095359632241363179 -0.0042218301608428462 0.033002655146381586 0.041578589083427597 -0.1001807690791134 0.049223883557561479 -0.10008139418051649 0.0017852803447683714 0.00014961890083206987 -0.0022016923190024402 0.030457165251270759
leaf_weight=17.35257451788339 0.50982005866535185 0.53187035901811253 0.58125193033432854 0.59201386284257784 0.54348225732610445 2.5404125953136831 0.57238693451563438 1.0070954442808506 5.4669740960243054 0.55085783442405034 1.5106211521607238 1.02676226683252 0.57402088316791822 1.5544823012023701 0.51390956356658524 1.0068591864182965 1.5174751622030336 1.0364030816053036 1.506193998531671 0.013939120196434354 0.5134875598378128 0.0019427471993000442 0.02927479196828163 0.0085036200471222401 0.0023143051161796926 0.0020846001235588218 0.51009617960880849 0.51559400486798701 0.52278571946226193 0.082375534197581146
leaf_count=1973 23 93 99 56 55 48 92 35 579 31 31 23 100 43 11 12 33 33 59 50 12 160 35 9 53 84 39 33 47 83
internal_value=-1.51112e-07 0.00045561 0.000745138 0.000228423 0.00209735 -0.000302925 0.000243825 -7.28128e-05 -0.00046348 -0.00206067 -0.000171362 -0.00124386 7.43421e-05 0.000671651 0.000283643 0.000208303 -0.000437907 0.000310073 0.000960093 -0.000145443 -0.00136146 -0.0171294 0.0108109 -0.0754122 -0.0776496 -0.0215305 -0.000766676 -0.00203163 -3.72861e-05 0.00224388
internal_weight=42.6979 5.87124 5.33937 4.75812 1.0533 3.70481 3.1128 36.8266 10.0762 1.55795 8.51827 2.53738 26.7504 7.19543 5.98088 6.62141 3.56074 2.55388 3.06068 19.555 1.59724 0.0580592 0.0397212 0.0104464 0.018338 0.00439891 1.53918 1.02908 17.9577 0.605161
internal_count=4034 466 373 274 78 196 140 3568 710 66 644 54 2858 280 590 180 78 66 102 2578 475 391 204 169 187 137 84 45 2103 130
is_linear=0
shrinkage=0.1


Tree=633
num_leaves=31
num_cat=0
split_feature=8 16 8 19 13 7 18 17 17 17 13 15 5 2 15 15 6 7 18 5 3 9 2 17 6 15 3 6 3 15
split_gain=0.000148322 0.000217029 0.00018756 0.000317225 0.00021329 0.000538556 0.00138719 0.00063906 0.000477138 0.000443457 0.000423318 0.000338831 0.000246616 0.000233156 0.000621228 0.00135248 0.000427816 0.000361984 0.013296 0.00524695 0.00181361 0.00105429 0.00352153 0.0020986 0.00114859 0.000787449 0.0046901 0.00369774 0.00355056 0.00163951
threshold=8.8430989333000021 22.764946765650006 8.7431769115000026 14.151141757350002 117.60660091645001 23.271765593750004 13.036600629150001 187.61467154115005 182.50770257345002 198.33449606460002 117.60122400020002 46.683480308100009 24.279163357700003 175.11059598075002 38.992510055900006 40.800303470200006 16.425383776450001 24.054467534550003 14.030930991100002 21.991679690250006 90.127870365150017 204.99169312540002 186.79363985910004 208.33805927010005 13.65531905435 38.884669609800007 89.805255389500005 14.935348962050002 82.081315180750025 24.006097767650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 7 8 -6 -7 11 12 13 14 -1 -16 -17 -15 -19 21 -21 22 -20 24 -24 26 27 28 29 -23
right_child=-2 -3 3 -5 5 9 -8 -9 -10 -11 -12 -13 -14 17 15 16 -18 18 19 20 -22 25 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-6.0318976679186481e-05 -0.0016140462807307369 0.0019364186127479911 -0.00010080723716678012 0.0021669714385065173 -0.00035901422437800744 0.0014919954557589309 -0.0059865509059063007 0.0026275207421958728 -0.0039035367148363108 -0.0011952936752590391 0.0020276432996820799 -0.0025743249464056147 0.0021725352760220236 -0.00033647031005769334 0.0060005188449852743 -0.0010505960202812795 0.0018313533611714176 -0.07661143957074204 -0.10006809091415816 0.019826954867549824 0.10003249656828613 -0.034066697335608909 -0.010908088273648807 -0.04377418904227031 0.090465374408518248 -0.0010601392428671364 -0.10031573431507579 0.078450253485915611 -0.091601794179665311 0.047491740963021681
leaf_weight=23.147410770698464 0.56201700788850573 0.58352706651203234 1.5114977739576709 1.0421052200658918 1.3574234358246782 1.5480559336225499 0.56999588408888158 0.51390158479034642 0.52730554544869868 1.0178218286370109 1.0333358190731221 0.51443946950727593 0.52003839643468808 5.0697865282361265 0.54459719187070676 1.0254138025312793 1.0349961344096525 0.023521928014816007 0.0018082489569153136 0.0048252323906297079 0.0067815055845130701 0.0043086032104628913 0.0013393057019700193 0.0018729095539718474 0.006754278554751636 0.49898484476080984 0.0055567134368175166 0.0049555148478930269 0.0048443024784283759 0.0057596227735210448
leaf_count=1685 201 49 16 36 91 27 67 12 28 29 18 76 437 227 40 31 25 21 57 31 14 145 298 126 20 29 14 16 90 78
internal_value=-2.44961e-07 2.12817e-05 -5.61475e-06 0.000824655 -5.99842e-05 -0.000635037 -0.00155214 -0.000498369 -0.00135069 0.000426013 3.51296e-05 -2.83629e-05 1.26774e-05 -2.31009e-05 0.000104448 0.00156852 0.00039708 -0.000605379 -0.00299166 0.000169547 0.0666889 -0.00127039 0.0283221 0.0516163 0.0736904 -0.00193484 -0.0191017 0.00361229 -0.0212568 0.0125896
internal_weight=42.695 42.133 41.5494 2.5536 38.9958 5.5345 2.96863 2.39863 1.88473 2.56588 33.4613 32.428 31.9136 31.3935 25.7524 2.60501 2.06041 5.6411 0.571313 0.547791 0.0116067 0.536184 0.0117747 0.00996649 0.00809358 0.52441 0.0254248 0.019868 0.0149125 0.0100682
internal_count=4034 3833 3784 52 3732 254 198 131 119 56 3478 3460 3384 2947 1781 96 56 1166 939 918 45 873 501 444 318 372 343 329 313 223
is_linear=0
shrinkage=0.1


Tree=634
num_leaves=31
num_cat=0
split_feature=12 17 2 19 12 17 7 17 5 13 5 6 19 10 13 5 7 6 15 17 10 13 19 0 17 12 6 9 9 17
split_gain=0.000145408 0.00134495 0.000503227 0.00100456 0.000326272 0.00106897 0.000318595 0.00115033 0.000710507 0.000402321 0.000642836 0.000547777 0.00077932 0.00242273 0.00030842 0.000253381 0.000216324 0.00103402 0.00113338 0.012403 0.00760199 0.0138472 0.00688482 0.00582353 0.00333879 0.000423037 0.00399431 0.0154946 0.0126493 0.00592998
threshold=149.09269374785001 159.58247398035004 135.72285180265001 14.551174033150001 144.57070813310003 162.57770630285003 23.109894804950002 190.94474013770002 21.955793948900006 117.69263157665002 24.218679034200004 16.525386113000007 14.451165964200003 62.132955852800002 117.54745483760001 28.449653740450003 24.202871501750003 14.135330269750002 22.351147806600004 184.94410812320004 71.397382570300024 108.21850512495001 13.351077205700003 94.203572890950014 187.28691448030003 93.660658182900008 16.395383075500003 211.30488836970002 198.74336288960004 184.67080164680002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 8 -4 11 -11 12 -8 -14 -10 -3 25 -18 -19 -20 21 -21 23 -23 -25 -7 27 28 29 -27
right_child=2 4 6 -5 -6 16 9 -9 14 10 -12 -13 13 -15 -16 -17 17 18 19 20 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10004797302651942 -0.0051683273135912063 0.036745046307293944 0.003212643110467837 0.0009661272914402542 0.0026340710047619538 -0.00056262687242206698 -2.9523937696742595e-05 -0.0050920367846327107 -0.00027185739353613328 0.0044747539017184809 -0.00051119895380289033 -0.0018080495901000937 0.0072422798720303341 -0.0020841839897570939 -0.00293731612656342 0.099063075769253051 0.00018094605261619761 0.00033782275434028413 -0.00064446959368626893 0.081180944912297631 -0.10022167900177209 0.059726080927640972 -0.08498089693766811 0.012094878454863012 -0.10020539684435659 0.06821120384725371 0.00013953098240785842 0.00046947824951670114 0.082220608246476701 0.003090784223021106
leaf_weight=0.0013381913941462589 0.56810420146404783 0.0015203564423281737 0.51827463056252066 0.50356527947224095 0.53894683647950259 3.0958737785192136 14.769301401742593 0.55975822612277948 2.0133937388655476 0.52472204464288441 0.50983350265943272 1.5474274244778872 0.57342958070340333 0.54159762606286677 0.55343554153306795 0.0011429267607869775 7.1026348816966429 0.5022334499080896 0.50717260203236947 0.0098520597057358827 0.018525570661950042 0.0080491148692090064 0.024601002985946252 0.0045984408352524042 0.0062399754040143307 0.017637131474370071 7.0518218265633044 0.50175267735903617 0.044808876493334537 0.067504659583773385
leaf_count=177 79 47 120 4 89 173 1463 112 237 29 24 48 89 55 95 15 325 6 8 6 58 13 38 3 63 56 448 4 22 128
internal_value=-2.39269e-07 0.000200962 -0.000169532 -0.00228582 0.00020784 0.000138895 -6.69616e-05 -0.000921365 -0.000164643 0.00010168 0.00201765 -1.20312e-05 0.000162934 0.00271217 -0.000846558 0.0634883 0.000129998 -0.000257627 -0.00313852 -0.00615374 -0.0450337 -0.0258665 -0.0501175 -0.00470784 -0.0525595 0.00042429 0.000821942 0.00843983 0.0392142 0.0165805
internal_weight=42.6891 19.5063 23.1828 1.07167 19.5049 18.966 22.1112 3.64486 3.0851 18.4663 1.03456 17.4318 15.8843 1.11503 2.56683 0.00266328 18.9633 8.18391 1.08127 0.579039 0.0718662 0.0533406 0.0434885 0.0188875 0.0108384 10.7794 7.68353 0.631703 0.129951 0.0851418
internal_count=4034 1679 2355 83 1502 1413 2272 564 452 1708 53 1655 1607 144 332 62 1351 520 195 189 181 123 117 79 66 831 658 210 206 184
is_linear=0
shrinkage=0.1


Tree=635
num_leaves=31
num_cat=0
split_feature=19 2 17 0 13 18 0 2 19 4 13 6 16 2 18 19 9 12 6 9 7 8 12 19 5 9 17 12 15 12
split_gain=0.000143037 0.000221135 0.000162189 0.00285585 0.0110677 0.015535 0.0131643 0.00342394 0.000845118 0.000236513 0.000585373 0.000402856 0.000671946 0.000425504 0.000945348 0.000475612 0.000336033 0.00111467 0.00177587 0.000659218 0.000438529 0.00116356 0.000792988 0.000395757 0.000619694 0.0142642 0.017361 0.000456633 0.0016374 0.0119822
threshold=14.651182102100002 173.34516805710004 204.49254535040004 94.940210418650011 112.64908412395 14.329845562450002 89.813320763900023 164.43478950170001 13.351077205700003 244.52697497700004 117.69263157665002 16.535386346650004 22.594947163200004 161.52534673545003 16.587089536200001 14.451165964200003 201.32298960505003 145.97209859650005 14.060328517350003 203.36975145060003 25.335171910400003 8.6432548896500023 111.90336595095002 14.551174033150001 21.723721974650005 188.63457064660003 187.51563899930002 128.71158143185002 37.050691080100002 173.20477533325001
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 -5 16 11 13 -13 14 -11 -15 23 19 -19 -18 21 -21 -22 24 27 -26 -27 -1 29 -29
right_child=1 -3 3 8 5 6 -8 -9 -10 10 -12 12 -14 15 -16 -17 17 18 -20 20 22 -23 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00024789227255897674 -0.00030280412357781513 0.0025848553643381292 -0.10011815149775738 -0.0039622146055945089 -0.10071057309834625 -0.054772773586450198 0.092641650701605988 -0.020889869487623305 0.00047035036975708809 -0.0050555662864863425 0.0029748093716593003 -0.00060662918315813657 -0.0047440111241232969 -0.00015122788695888216 0.00097864053912048851 0.002810555723949169 0.0035141586391290464 -0.00046613000001165966 0.0076796671710814349 -0.0051143598328557598 0.0042999632580088777 9.2915582036013855e-05 -0.00020603489199764471 -0.0018460749537583623 -0.00011878645043972481 -0.024813656509214018 0.068170349503903535 -0.046552830930432727 -0.00016004657161978084 -0.0007761780613477951
leaf_weight=9.2290401859939788 0.52838517845958566 0.53241092427560943 0.014028523125930614 0.51824320152271397 0.01161666635380243 0.0086590066277949518 0.020165659834674443 0.010000094071415333 2.530097137618597 0.53434500070197477 0.54048637187894755 1.5070702577476347 0.53079254244391894 12.190286790143917 0.50499544721077028 0.56742008314705827 0.55349820752572654 0.51164521800558282 0.56118337877944668 0.54354814130533746 0.52674706597640542 2.0380957653301963 1.5105749939119917 1.0869917756101024 1.8935646473779701 0.028945641522113763 0.065557075827655353 0.064607502091406643 3.020105970907025 0.4974118247628212
leaf_count=464 41 36 62 419 9 36 43 40 123 105 68 95 23 1004 61 82 71 24 41 129 102 102 42 65 472 25 33 188 27 2
internal_value=-1.77495e-07 0.0011465 -2.94039e-05 -0.000723715 -0.0215516 0.000298969 0.048358 -0.0637848 -0.000283223 2.67226e-05 -0.000261394 -0.000371854 -0.00168427 -0.000178006 -0.00212366 -1.94977e-05 0.000239904 0.000861372 0.00379484 0.000252938 -0.000137859 -0.00100344 0.000958985 -4.41192e-06 0.000130857 0.00177352 0.0396899 -0.000124055 -0.00108235 -0.00603848
internal_weight=42.6805 1.0608 41.6197 3.11281 0.06447 0.0504414 0.0288247 0.0216168 3.04834 38.5069 16.3754 15.8349 2.03786 13.797 1.03934 12.7577 22.1315 6.24529 1.07283 5.17246 4.61897 2.58164 2.03732 15.8862 14.7992 1.98807 0.0945027 12.8112 3.58213 0.562019
internal_count=4034 77 3957 732 190 128 79 49 542 3225 1438 1370 118 1252 166 1086 1787 511 65 446 375 231 144 1276 1211 530 58 681 217 190
is_linear=0
shrinkage=0.1


Tree=636
num_leaves=31
num_cat=0
split_feature=12 10 2 19 12 18 18 6 2 9 3 9 9 9 15 9 10 7 17 7 15 7 7 7 17 18 7 6 9 2
split_gain=0.000123921 0.00127701 0.00051055 0.000541257 0.000370207 0.000262498 0.00125999 0.00339772 0.00303662 0.00107574 0.0193092 0.00231167 0.00198657 0.00193596 0.000747231 0.000641789 0.000612059 0.000518819 0.00041832 0.000380796 0.000269179 0.000242534 0.000477113 0.000995467 0.000247214 0.000535609 0.00023832 0.000545022 0.0010161 0.000213118
threshold=149.09269374785001 55.782817748650011 135.72285180265001 14.551174033150001 144.57070813310003 13.24088655595 13.3584252364 16.405383309150004 234.55164812150005 192.39832633775004 92.437255899200025 191.03141765810003 191.03141765810003 189.78071820640002 45.169600924000008 47.784642051950009 61.901748453550006 23.203497038450006 190.38166638035003 23.445318439400001 39.540459766400012 23.549545123900007 23.899651152000004 23.974509389900003 200.93854407600003 15.589604336850003 24.385896469550001 13.355312044750002 201.14010537530001 193.08238555950001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 7 -7 -9 10 11 13 -12 15 16 -8 -11 -18 20 -19 -4 -21 -23 -24 26 -26 -25 -28 -29 -22
right_child=2 4 5 -5 -6 6 9 8 -10 14 12 -13 -14 -15 -16 -17 17 19 -20 21 29 22 23 24 25 -27 27 28 -30 -31
leaf_value=0.084581362049075362 -0.0044032871763857676 0.00010452177589247804 0.0017999714774634965 0.00010634592055964227 0.0027622614436103293 -0.0038656028118394764 -0.0073786244836377239 0.011062684592291268 0.00038904244306765356 0.0035139952307604774 -0.049027495194666357 -0.00094781748344308016 -0.10058868809809983 -0.028748328260310204 -0.0035927643936290404 0.069957828991257062 -0.0030894474558973775 0.0020149444040318538 -0.0033491829007812456 -0.0011822767943648696 -0.0002460382428600511 0.0013570650275164043 -0.0044424427299838282 0.00055654243384958087 0.0036316675605046673 3.0607240563471067e-05 0.00011472864127961009 0.00051409554961914751 -0.0057263086521114502 -0.0018855772610554542
leaf_weight=0.0017927293348759523 0.56818026979915959 18.952505177534864 0.51441222470775638 0.50067013634816249 0.53901287950168963 0.51233745601246372 0.0012119349311166547 0.5661785975152005 0.50364366358915991 0.52702905894272767 0.012220283545788191 0.49922101976851074 0.019232439270126633 0.003101757949707463 0.5481827855157303 0.0093643335850365772 0.50969015309965371 1.0226105787442055 0.51899871420857735 1.5052064557385154 3.5418351355964415 2.568976386475696 0.51983637863304455 2.0192829589050234 0.56593314455375354 1.5288031798494079 2.0251913412198701 0.50699061694803027 0.53759689928206722 1.0214751982794821
leaf_count=90 79 1501 209 4 88 22 537 35 11 35 39 9 10 12 114 226 15 18 25 14 74 40 10 22 152 314 120 23 146 40
internal_value=-4.18641e-08 0.00018578 -0.000156327 -0.00229089 0.000178018 -5.31308e-05 0.000147479 0.00283088 0.00603782 -0.000136892 -0.00450053 0.000163434 -0.0805557 0.0407219 2.82313e-05 0.0610958 0.000171683 3.93407e-05 -0.000644983 0.000163923 -0.000368585 3.20836e-06 0.000176913 -0.000216639 8.91497e-05 0.0010035 -0.000287212 -0.000842229 -0.00269753 -0.000613041
internal_weight=42.6707 19.4933 23.1774 1.06885 19.4915 22.1086 16.5118 1.58216 1.06982 14.9297 0.544352 0.512899 0.0314527 0.013678 14.3853 0.0105763 13.8371 13.3101 5.59672 12.8004 5.07772 11.7778 10.2726 7.70363 7.1838 2.09474 5.08906 3.06978 1.04459 4.56331
internal_count=4034 1679 2355 83 1589 2272 1924 68 46 1856 833 784 49 775 1023 763 909 874 348 859 323 841 827 787 777 466 311 289 169 114
is_linear=0
shrinkage=0.1


Tree=637
num_leaves=31
num_cat=0
split_feature=19 2 17 0 13 18 0 2 19 9 18 3 10 13 10 0 5 8 9 2 12 0 7 10 19 16 3 16 12 17
split_gain=0.000164161 0.000215959 0.000153913 0.00252071 0.0100852 0.0134446 0.0116817 0.00341397 0.000775224 0.000218747 0.00020009 0.000494375 0.000491087 0.00121929 0.00120545 0.00027118 0.000677116 0.000643423 0.00037162 0.000996724 0.000781365 0.000414101 0.000313593 0.00125479 0.00959966 0.0111983 0.0153445 0.0109453 0.00381181 0.000394416
threshold=14.651182102100002 173.34516805710004 204.49254535040004 94.940210418650011 112.64908412395 14.329845562450002 89.813320763900023 164.43478950170001 13.351077205700003 219.59809404590001 15.788786379500001 77.489428693900024 75.634392583900009 98.384125283750009 75.408562100950022 96.959242474650011 16.569990495050003 8.3434888241000014 214.31567825310003 32.468269602050007 63.174563425750001 95.050437202000012 24.384659815400003 71.504920895500007 14.351157895250003 18.734956189500004 85.538672336450006 18.124957616000003 220.32442807690003 198.72470891995002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -6 -5 10 12 -12 14 -14 15 16 -1 -17 19 -18 -21 -20 29 24 25 26 27 -24 -27 -22
right_child=1 -3 3 8 5 6 -8 -9 -10 -11 11 -13 13 -15 -16 17 18 -19 21 20 22 -23 23 -25 -26 28 -28 -29 -30 -31
leaf_value=0.003658935698801435 -0.00020494072429670806 0.0026491175211791999 -0.10010693848993329 -0.0038305969428794394 -0.10063912353233834 -0.050968320450349214 0.091192180419639571 -0.018922519475058727 0.00041362737490902208 -0.0020189252628239509 8.2422616473822936e-05 0.0035973817042003749 -5.2772702798638088e-05 -0.0056147858100562154 0.0047385171720620307 -0.0040456895680613973 0.067982006750353957 -0.00015731361775963041 0.0038171949931566397 -0.037368768634679132 -6.3558904844305498e-05 0.00035649729569447227 0.087011006838121324 0.00069531125967507127 -0.00040944701278347378 -0.10036060932953286 0.071779792487352501 -0.10020915764434807 -0.017000211419149126 0.0015569237556596642
leaf_weight=0.52324516686503386 0.52787078462324533 0.53264060422770854 0.012705344761970827 0.51860428986321006 0.010499318890651921 0.008412001420992965 0.018475829681847245 0.0099649258603449198 2.5291376446003824 0.51746994921733502 1.517473748938291 0.54344472757133555 1.5021342449698294 0.53433295440116602 0.5480575465393035 0.5399347241659308 0.0021533397666598777 2.0089479231537553 0.52745443963934135 0.0056109854322191613 25.545170477402383 1.0037585773939097 0.0039356849556496645 1.0127253477012912 0.50199938146397471 0.025732955773946742 0.015789950569796929 0.01511559743355928 0.0069715477050067412 1.595815164787729
leaf_count=53 41 36 62 419 9 36 43 40 123 95 621 69 126 157 23 101 6 16 54 15 1489 7 4 24 5 67 35 116 23 119
internal_value=-9.64133e-08 0.00122851 -3.14134e-05 -0.000708358 -0.0209964 0.00023023 0.0467165 -0.0608478 -0.000308571 2.32348e-05 5.1059e-05 0.00100928 -3.92115e-06 -0.00151215 8.67292e-05 1.02481e-05 9.23181e-05 -0.000980996 3.065e-05 -5.02487e-05 -5.5348e-05 0.0015486 -4.8059e-05 -0.00141654 -0.00517169 -0.0405646 -0.00111575 -0.0615325 -0.0825909 3.1721e-05
internal_weight=42.6656 1.06051 41.6051 3.1078 0.0600574 0.0473521 0.0268878 0.0204642 3.04774 38.4973 37.9798 2.06092 35.9189 2.03647 33.8824 33.3344 30.7855 2.54888 30.2622 28.731 28.7289 1.53121 28.7233 1.58227 0.569545 0.0675457 0.0348412 0.0190513 0.0327045 27.141
internal_count=4034 77 3957 732 190 128 79 49 542 3225 3130 690 2440 283 2157 2134 2017 117 1964 1903 1897 61 1882 274 250 245 155 120 90 1608
is_linear=0
shrinkage=0.1


Tree=638
num_leaves=31
num_cat=0
split_feature=19 2 16 0 18 14 3 18 5 14 4 16 15 8 7 15 0 15 15 5 13 6 13 5 15 17 5 8 4 9
split_gain=0.000133205 0.000227232 0.00014961 0.000207167 0.000441665 0.00150485 0.000374746 0.000352958 0.000585883 0.00377033 0.00290394 0.000988126 0.000553706 0.000690972 0.00053502 0.000478101 0.000310834 0.000235442 0.000474518 0.000227404 0.00112203 0.000291317 0.00339306 0.00817948 0.0182121 0.0135303 0.0124143 0.00814231 0.00799655 0.00379748
threshold=14.651182102100002 244.78475047185003 22.764946765650006 85.995710218650018 13.091807150500001 128.57956104760004 93.023339771650015 13.192618516750001 22.649179082500002 137.67556691715004 286.25887787650009 22.594947163200004 39.883592142850006 8.6432548896500023 23.779256055650006 39.296024648600003 85.925810307250018 38.483556206400003 37.870720399650004 20.911722254300006 117.47755492620001 14.825346391850003 116.72209819155002 20.374719724350005 31.385732506450001 201.96256717700001 19.925387549600003 8.3434888241000014 183.94349597830004 195.41812862360004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 16 6 -6 -5 -7 9 -9 -10 14 15 -14 -12 17 -1 18 19 21 -21 -11 23 24 25 27 -26 29 -27 -23
right_child=1 -3 -4 4 5 7 -8 8 10 12 11 -13 13 -15 -16 -17 -18 -19 -20 20 -22 22 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-0.00035616330217154782 0.0024997944725392183 -0.00043258949071201024 0.0015555171598998988 0.00010818137911184059 -0.08768604680218095 -0.0018533232693780583 0.0028126620368936731 0.10007853326232502 0.0077785676789770362 -0.00013201241407722071 0.0034876926969934943 -0.0040242093519687926 -0.0047961325878474641 0.0003284043529179817 -0.0010663657551975856 0.0029783254537564955 -0.002878431690722068 -0.0015677376426618856 0.0020830310240709782 -0.004984644213599199 -0.00013319191237829979 -0.030057126256093095 9.8249496497747145e-05 0.071367555147313105 -0.084327598808231624 -0.10017790434779979 0.021075410371392267 0.068240320435152435 0.014664491746034217 0.037594581272873379
leaf_weight=6.4901488339547546 0.55623088440591917 0.5034302340936847 0.58768210682114741 1.0147301483600615 0.001958883367470742 1.0332513140222221 1.0348804487148298 0.0037569175474371211 0.56417206545225385 17.844949075710804 0.52229253516721896 0.54532497131003754 0.55236048070470534 0.50247294113432872 0.50974806612376078 0.52155632772337313 0.52836755663361135 1.02136575393117 1.0305356548500366 0.5514668063810636 3.5170503218851081 0.015481307826120783 3.0300682003542079 0.021937833137599227 0.030287381973721494 0.011252720460319665 0.017706966076389108 0.057819357251901238 0.013146933091775281 0.017880538667668588
leaf_count=870 68 9 95 43 3 30 21 3 40 2063 32 58 90 6 26 11 28 31 34 79 71 20 89 24 46 23 18 48 30 25
internal_value=-5.10897e-07 0.00110666 -2.87177e-05 -5.14224e-05 5.07186e-05 -4.06022e-05 0.00147372 -3.52262e-05 2.55632e-05 -9.32509e-05 0.00162125 -0.000581022 -0.000106338 -0.00235504 0.00123834 -2.07131e-05 -0.000546045 -7.82596e-05 -2.01049e-05 -0.000106354 -0.000790782 2.58652e-05 0.000902011 0.0140302 0.00634043 0.0278421 -0.0454404 0.0455412 -0.0382989 0.00620133
internal_weight=42.6533 1.05966 41.5937 41.006 33.9875 31.9378 2.04961 31.9359 30.9026 28.7611 2.14154 1.57737 28.7573 1.05483 1.03204 27.7025 7.01852 27.1809 26.1596 25.129 4.06852 21.0605 3.21558 0.185513 0.163575 0.115581 0.0479943 0.0911812 0.0243997 0.0333618
internal_count=4034 77 3957 3862 2964 2900 64 2897 2867 2711 156 116 2708 96 58 2612 898 2601 2570 2536 150 2386 323 234 210 146 64 93 53 45
is_linear=0
shrinkage=0.1


Tree=639
num_leaves=31
num_cat=0
split_feature=8 8 8 16 19 17 13 13 15 6 0 16 5 16 5 5 6 4 18 4 4 17 2 6 6 17 2 18 9 4
split_gain=0.000136239 0.000239018 0.00028856 0.000493709 0.000438063 0.000570227 0.000383001 0.000988467 0.00214815 0.00097887 0.000546242 0.000781066 0.00119862 0.000263016 0.000143812 0.000337811 0.000147126 0.000202515 0.000148742 0.00265884 0.0015616 0.00117283 0.000500655 0.00161207 0.0167067 0.00868065 0.000543873 0.000412764 0.00027689 0.00772127
threshold=8.8430989333000021 8.7431769115000026 8.6432548896500023 22.724946859200003 14.351157895250003 197.20536406400001 117.60660091645001 117.58509325145 44.891409666300007 16.535386346650004 86.479632682150012 22.584947186600004 21.454033346250004 22.614947116400003 24.453399453300005 24.279163357700003 16.575387281250006 127.35214607660002 13.327513832500001 137.02556730370003 142.34057910165004 162.57770630285003 148.06652356835002 16.555386813950005 16.385382841850003 188.95754880325003 137.02423825130003 13.376114027300002 195.94564826430005 156.01728445355005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 5 -4 7 14 -9 10 11 -8 -13 -3 15 16 17 -1 22 -20 -21 -22 23 24 -19 -26 -27 -23 -29 -30
right_child=-2 13 4 -5 -6 -7 9 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 19 20 21 27 -24 -25 25 26 -28 28 29 -31
leaf_value=-0.042787226752237187 -0.0015481371378583625 0.0021818886753220755 -0.0049814588305127222 0.0023539439020080948 -0.00012927840005816599 -0.00027366605470432597 0.0014877029363351371 0.0075276543790381767 -0.00021518496355358283 -0.0048607224534639145 0.00075596204063340159 0.00019293269611082208 -0.006527508385034797 0.00011730643605813335 -0.0016807026054069638 0.0025412361518687612 -0.0017206953246367018 0.00054752376771050125 0.100087706531072 -0.10014776879940718 -0.10004166317214683 -0.0020949698439592214 -0.00034803416574835742 -7.4186955107066838e-05 0.0089280180282129556 0.075272315968073988 0.10017456245415229 -0.00071864075969089872 0.087183050637864967 0.00010104994745037213
leaf_weight=0.0011068979947762561 0.56122915873391477 1.0402797064346025 0.5200879463282011 0.89819804194848885 2.0754042313389807 0.50916448734460573 0.5112600260058574 0.55776474187587055 1.0020350005790275 0.5477715778412876 2.0391202659402552 0.51515431392908773 0.54738309054210532 1.5166540998107221 0.5178878696193675 0.51406623137565333 0.51460823095975072 0.53259404764296348 0.002647488145153142 0.0015610076661712871 0.001174742431682029 1.0123557655159086 3.025895889414342 1.5053064683670527 0.022699065208826141 0.016812622525321785 0.018335022032260895 4.6198958055745214 0.010187904535999048 17.487597308422135
leaf_count=5 201 29 29 42 44 23 7 27 36 128 34 19 48 36 451 28 17 148 1 3 177 17 61 10 17 37 4 1157 6 1192
internal_value=-3.75772e-07 2.02646e-05 -4.03474e-05 3.85354e-05 -0.000965789 -0.00265254 -2.0006e-05 9.9584e-05 0.00255356 -0.000921511 -0.000324269 -0.00172389 -0.00326921 0.000957275 -2.88422e-05 3.68163e-07 -4.5028e-05 -1.45125e-05 -1.2837e-05 -0.000120786 -0.000132255 -0.000125505 0.00047479 0.00166281 0.0060912 0.0571318 0.0882628 -0.000120431 -3.00534e-05 0.000151753
internal_weight=42.6462 42.085 39.5281 36.4234 3.10466 1.02925 35.5252 31.3645 1.5598 4.16069 3.61292 1.5738 1.06254 2.55693 29.8047 29.2868 28.7728 28.2582 28.2571 23.1354 23.1328 23.1312 5.12164 2.09575 0.590441 0.0578467 0.0351476 23.13 22.1177 17.4978
internal_count=4034 3833 3768 3672 96 52 3630 3394 63 236 108 74 67 65 3331 2880 2852 2835 2830 2553 2552 2549 277 216 206 58 41 2372 2355 1198
is_linear=0
shrinkage=0.1


Tree=640
num_leaves=31
num_cat=0
split_feature=6 6 3 5 13 4 18 18 8 8 12 16 6 4 9 6 8 6 17 15 2 5 16 8 5 2 6 19 9 7
split_gain=0.000150896 0.000417449 0.000959434 0.000800966 0.00912012 0.00939889 0.00343689 0.00623667 0.00778938 0.00854879 0.00229135 0.000406126 0.000687281 0.000308998 0.000912328 0.000287794 0.00090368 0.000269935 0.000225335 0.000202568 0.000699443 0.000621772 0.00160783 0.000551414 0.000614168 0.000444204 0.000366563 0.000418754 0.000543557 0.000271853
threshold=16.465384711100004 16.285380505300001 92.781378539900018 20.769304081650002 117.38883580790001 303.40376803900006 13.4793103924 13.376114027300002 8.543332867800002 8.2435668022500028 145.97209859650005 22.644947046300004 16.395383075500003 271.38025028115004 196.26893085885004 14.825346391850003 8.3434888241000014 14.545339849550002 198.33449606460002 41.492094664050008 176.84505046235003 23.545618314050007 22.794946695500006 8.4434108459500017 24.041678002600005 216.11743889730002 16.565387047600002 14.351157895250003 180.51130933560003 23.127267687200003
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 -6 7 8 9 10 -5 13 -13 -4 -15 17 18 -1 -17 20 26 22 -21 29 -25 -22 -2 -28 -29 -23
right_child=19 2 11 4 5 -7 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 21 25 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-4.7167989295855676e-05 -0.00068847580986085332 0.0046868651586314345 -0.00022735188502904431 -0.10015323358051692 -0.090517670348185225 0.017471091877492777 -0.0024790943741329445 0.099682502389763977 -0.10017829934919749 0.092998715164185883 0.037806582213531968 -0.00038757271947785423 0.0047422851590412131 -0.00037918370297067825 0.004727996507441809 -0.0018915054179476348 0.0044409891328086237 -0.0022948670657922938 0.0010206619986520193 0.0060078312100427297 -0.0049772227174356802 -0.00036632170624505177 -0.0015563434428627174 -0.00044949329822956661 -0.0044467523179472952 -0.00084784212012704743 -0.00030941672059112607 -9.0730952299228942e-05 0.0044453631258228555 0.0019336381412256927
leaf_weight=17.304181628640478 5.5861099689292582 0.5711998901597316 5.0784936758935624 0.0040754651252996035 0.02311990493340943 0.012373002558888402 0.54741655084085084 0.00941227577141035 0.0055319352541118852 0.010122292005689815 0.0017086098030880126 0.50417846618430118 0.54185925889395037 1.0112403616299834 0.53473140616647175 0.54272107391443458 0.58012431311544777 0.55131998675455918 0.52055262052383 0.57588397141444125 0.5393458827666151 1.0249605568412175 0.54879681789316237 1.3629141282185626 0.5353724284036766 0.50387269778628507 1.5233315236620968 0.50550583071020561 0.55332763967061283 1.0307267990015132
leaf_count=1924 90 87 178 85 26 35 186 13 6 14 40 14 38 32 35 61 98 164 35 39 75 38 7 9 72 104 381 16 96 36
internal_value=1.01762e-07 0.000133643 0.000733045 -0.000111978 -0.00366893 -0.0528723 -0.000648925 0.0318258 0.00203402 0.0375815 -0.0594 0.000438616 0.00226975 0.00014947 0.00138732 -1.71978e-08 0.00126632 -0.00011657 -0.00046578 -0.000264869 -0.00054443 0.000242189 0.00231683 -0.000347929 -0.00157684 -0.00298274 -0.00023302 0.000752288 0.00227975 0.000786884
internal_weight=42.6445 28.3544 8.2417 20.1127 0.61376 0.0354929 0.578267 0.0308506 0.0214383 0.0159064 0.00578407 7.6705 1.04604 6.62447 1.54597 19.4989 1.6434 17.8555 1.06327 14.2901 9.21149 5.07865 1.12468 3.95397 1.89829 1.04322 8.16827 2.58216 1.05883 2.05569
internal_count=4034 3071 384 2687 405 61 344 158 145 139 125 297 52 245 67 2282 194 2088 96 963 762 201 46 155 81 179 583 493 112 74
is_linear=0
shrinkage=0.1


Tree=641
num_leaves=31
num_cat=0
split_feature=7 15 15 17 17 17 15 15 4 12 16 0 4 0 12 12 17 3 7 17 15 5 8 18 6 17 14 9 7 10
split_gain=0.000132169 0.00199384 0.00307011 0.00102165 0.00142197 0.00115189 0.000862957 0.00149702 0.00165156 0.000797777 0.000674962 0.000304019 0.000263533 0.000230426 0.000223759 0.000473403 0.000169313 0.000165042 0.000760163 0.00102595 0.000540706 0.000630688 0.00124667 0.000273715 0.000453532 0.00105286 0.000919947 0.000547393 0.00163643 0.000455363
threshold=21.844899366700002 43.216642080150002 40.042228346200012 182.50770257345002 186.09458496570002 179.56144807225004 35.098844929350008 30.243446395250004 120.66459519255001 100.25158460885001 22.704946905950003 85.683849075550015 120.66459519255001 85.764502819450016 197.92552515155003 161.47699165635004 170.32046494050002 93.620177476600006 23.051546669900002 192.20712075930001 45.169600924000008 22.649179082500002 8.543332867800002 13.091807150500001 16.455384477450004 162.57770630285003 137.67556691715004 197.90890142995002 23.779256055650006 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 -1 -10 11 -2 -9 -13 15 -11 -16 20 19 -19 21 23 -23 -15 25 -25 -27 28 -26 -28
right_child=10 -3 -4 4 -6 -7 -8 12 9 14 -12 13 -14 17 16 -17 -18 18 -20 -21 -22 22 -24 24 27 26 29 -29 -30 -31
leaf_value=0.07949885696015295 -0.0024279821258715757 -0.00038593471614074571 -0.10019102064189774 -0.10007134718200215 0.028339594748698706 0.097715744057336879 0.033083923155703431 -0.10005122361018629 -0.1000537470557734 -0.025658267794333302 0.0032961283552312205 0.0020881712884574673 -0.047824585339431833 0.0011021578638304378 -0.060894045879039828 0.053985488849844103 -0.0037277503349073832 -0.0058842192951027187 0.00012396031701909099 0.00031877959444224401 -0.0030613965955447716 0.0056439022060277635 0.00041814614604253813 -0.10003813996091254 -0.0065411871111015875 0.045190942590257598 0.0015249313724457559 -0.00042485291276952053 0.0012461237250381083 -3.583871101811118e-05
leaf_weight=0.0020932110583255677 0.51929076472037294 0.86060920425370568 0.004859684966504573 0.0026356449676277474 0.0012817169237878748 0.0010964772986644658 0.003841126608904232 0.0018375682702753702 0.0011100681363415861 0.0016229473103772651 0.6216764009826069 0.52514945206610164 0.0020373933322872517 2.0396058151978798 0.0010159609340536641 0.0013817187861041996 0.0010572448446459354 0.55808025730402622 3.5259978732501622 0.51058739861733216 0.54891222646222004 0.58921950537374757 2.026901055007329 0.0010499028021112569 0.57740880662824057 0.0045247066736909805 2.0419096132100121 5.041731722169061 0.5066127290847362 22.113885890175141
leaf_count=8 141 9 6 24 46 16 18 8 76 353 109 43 35 41 77 73 42 53 28 14 68 62 34 150 42 5 51 91 4 2307
internal_value=8.1041e-08 -0.0012082 -0.0285615 -0.0119941 -0.0580567 -0.001438 -0.00823416 -0.02129 0.00271521 -0.0232586 2.5735e-05 -2.36957e-05 -0.0725913 7.04737e-06 -0.0064705 0.0109665 -0.0317417 -2.02163e-05 -0.00058416 -0.00292055 5.27903e-05 0.000101711 0.00159512 -1.91476e-05 -9.46589e-05 0.000100188 0.00010454 -0.000863181 -0.00290182 9.60945e-05
internal_weight=42.639 0.88648 0.0258708 0.0210111 0.00391736 0.0170937 0.0159972 0.0121561 0.00828115 0.00618794 41.7525 41.1309 0.00387496 40.6116 0.00507787 0.00300467 0.00207321 40.0864 4.59467 1.06867 35.4918 34.9428 2.61612 32.3267 30.2871 24.1614 24.1603 6.12575 1.08402 24.1558
internal_count=4034 791 782 776 70 706 690 672 629 621 3243 3134 43 2993 545 426 119 2950 95 67 2855 2787 96 2691 2650 2513 2363 137 46 2358
is_linear=0
shrinkage=0.1


Tree=642
num_leaves=31
num_cat=0
split_feature=8 8 19 5 16 13 6 2 4 10 16 15 12 15 5 19 9 5 7 5 16 17 3 0 6 15 16 16 15 3
split_gain=0.000130078 0.000209978 0.000294062 0.000998016 0.00023821 0.000265093 0.000466719 0.00104487 0.00188627 0.00036609 0.000940477 0.0022192 0.000352001 0.00029646 0.00063948 0.000260865 0.000258769 0.000211795 0.00103172 0.000281352 0.00123708 0.000757996 0.000526647 0.000269612 0.000257408 0.000821291 0.00900214 0.00871421 0.00855805 0.00688644
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 22.764946765650006 117.60660091645001 16.465384711100004 108.24034454255001 295.25884968170004 62.041548276350007 22.604947139800004 45.560261772200008 198.57093999515004 42.246988155050012 24.218679034200004 14.451165964200003 195.30595290385003 22.127107789600004 23.127267687200003 20.911722254300006 22.604947139800004 191.86029796145002 93.090551224900011 87.350693116400024 14.825346391850003 31.504255087500002 20.784951395750003 18.684956306450005 28.626568391100005 86.272621406050021
decision_type=2 2 2 2 2 2 2 2 2 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 9 12 -8 -9 10 15 -12 -7 17 -15 16 -1 19 -19 24 21 -21 23 -23 -11 26 27 28 -26 -29
right_child=-2 2 3 -5 -6 6 7 8 -10 13 11 -13 -14 14 -16 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0015332326245746707 -0.0015132145610978983 6.7029847262819636e-06 0.0051532424326507847 -0.001033263389451911 0.0019760120221385519 -0.00083326923565387161 -0.00024144272091959022 -0.0080224588264860008 0.00030525980348047502 -0.00014481772472042955 0.0075650451944810904 -0.0014403132096938369 0.0017809532985923358 -0.0041027046069809824 0.00080273883514423707 0.0014193106951924783 -0.00098353747068474144 -0.00019435068882286868 0.0047676903859080301 0.0033059383440342989 -0.0052781283327656553 0.000321525889905064 -0.0037087526087200224 -0.0022323883710000099 0.037032815711174047 0.00015751312709539841 -0.00090440167047596207 0.087415020224862611 -0.071092218082038292 0.018118547546257212
leaf_weight=0.51225986802025891 0.56057884559240179 1.5111352810781675 0.54413746319914913 0.50072053420333873 0.57945058630139001 1.0223937165210388 2.3765634126686739 0.56059724814332745 0.5283174903543304 16.847689402193705 0.59387458138735361 0.50749910763354178 1.0379683903862575 0.54977120519021849 0.51439808805140663 1.021757068850931 2.0175111583521357 2.0110798301352579 0.52931053094853941 0.52775057395795455 0.55231914822070383 2.006506750812151 0.51656920097593673 0.52060795212031941 0.016742492427936351 3.5834244703128206 0.51377601796048111 0.03197237872518599 0.013007231406135134 0.026004900122643448
leaf_count=386 201 16 28 21 36 22 52 115 27 2078 68 47 38 76 54 21 21 163 27 53 46 62 12 70 32 160 24 24 21 33
internal_value=3.14459e-08 2.01929e-05 0.000898604 0.00218852 -3.66205e-05 -6.65699e-05 -0.000708174 -0.0014168 -0.00398203 3.95359e-05 0.00086248 0.00341549 0.000483723 -9.35989e-05 -0.00173151 7.07601e-05 -0.00047391 -3.06668e-05 0.00083953 -0.000118543 -0.000873811 -0.000192688 -0.000799322 -0.000204603 2.95388e-05 0.000731464 0.00415075 0.0337564 -0.0102418 0.0563331
internal_weight=42.6357 42.0751 2.55599 1.04486 39.5191 38.9397 5.52584 3.46548 1.08891 33.4138 4.6529 1.10137 2.06036 28.7609 1.06417 3.55153 2.52977 27.6968 2.54039 25.1564 4.12375 3.57143 3.04368 2.52711 21.0326 4.18493 0.601503 0.087727 0.0297497 0.0579773
internal_count=4034 3833 65 49 3768 3732 254 194 142 3478 543 115 60 2935 130 428 407 2805 190 2615 243 197 144 132 2372 294 134 110 53 57
is_linear=0
shrinkage=0.1


Tree=643
num_leaves=31
num_cat=0
split_feature=15 6 6 18 15 4 16 5 9 6 5 2 14 16 14 6 15 14 19 6 0 12 15 16 19 17 7 5 3 7
split_gain=0.000147281 0.000930821 0.00032627 0.000413658 0.000313663 0.000686508 0.000334892 0.000287622 0.000490259 0.000192374 0.000708572 0.000668136 0.000412306 0.00540905 0.00202518 0.00236895 0.00241572 0.00138117 0.0041611 0.00130057 0.00152449 0.00073487 0.000571075 0.000359325 0.000324204 0.000844695 0.000358509 0.00167423 0.0264165 0.000346302
threshold=43.890399822900008 16.405383309150004 16.465384711100004 13.565177112500001 42.713473568600008 287.13979489680008 22.684946952700002 24.107645372150007 193.67618212375001 16.455384477450004 22.649179082500002 194.17955033580003 285.93967426180006 22.614947116400003 292.97387972750005 14.935348962050002 26.583493790300004 309.73295979185008 14.351157895250003 15.885371159150003 96.851704149400021 283.37952236595009 24.719476717350002 17.874958200600002 14.351157895250003 190.25644477395002 23.314707969200004 20.911722254300006 93.819123378250012 23.203497038450006
decision_type=2 2 2 2 2 2 2 2 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 6 -6 9 -4 -9 10 12 24 -1 14 15 16 22 -16 19 20 -19 23 -14 -22 26 -26 27 -11 -29 -27
right_child=1 2 3 -5 5 -7 -8 8 -10 11 -12 -13 13 -15 17 -17 -18 18 -20 -21 21 -23 -24 -25 25 29 -28 28 -30 -31
leaf_value=4.4647018529965446e-05 -0.0044734955685274405 0.002318642758786385 -0.0030088659945152682 0.0021680676469168002 0.0033220315901971889 -0.00048540067208833896 -0.0023390466361750896 0.00053791036579880146 -0.0030091288232764538 3.0669077513517368e-05 0.0037932430780475688 -0.003780592831778359 -0.001244331664343056 0.064976261777087527 0.0012616524477291752 0.088538893847321901 -0.10008033556950378 -0.10002636388559383 -0.091471281774047647 0.089028389434219535 0.02429092206857315 -0.034979674149588191 0.092239463884784045 0.093572383857741748 0.0029876359178789801 -0.002522636394011929 -2.8038032732824655e-05 -0.08125390823204777 3.1225920591241401e-05 0.00020213946986878838
leaf_weight=24.657864875596413 0.53147849028477434 0.52298177002950241 0.51928266058655514 0.52736481096573573 0.89796276149809151 1.0020011086464464 0.60393145705796669 1.5172965202218218 0.52432214740231575 1.5038782902150343 0.53191132840390309 0.53230960200575594 0.0011682744734646811 0.013649660875671543 0.51238940316522563 0.0056513269664719701 0.0017598350764842507 0.0013563618039618107 0.0062984597461763778 0.0018698060048336629 0.0027614336175799982 0.0017697430398444236 0.0014829174069745932 0.0010270256765068098 1.0442683556725567 0.5720992226233651 3.5211274115936249 0.043435648847662267 0.5026807654084835 2.5254967412583937
leaf_count=1768 93 42 18 40 40 26 123 42 39 16 118 134 62 21 146 7 16 136 26 8 150 376 6 19 35 59 26 22 384 36
internal_value=3.37769e-07 -0.000566205 8.84325e-06 -0.000382309 6.13152e-05 0.00131407 -3.7348e-06 -0.000907507 -0.000373029 3.54571e-05 0.000181323 -0.000331027 0.000105112 0.00281007 0.00123148 0.0456719 -0.00924844 0.000383711 -0.0294414 0.0150344 -0.00497471 0.0182206 0.0510449 0.0430727 -0.000141977 0.000528071 -0.000640126 -0.00169147 -0.00643383 -0.000301103
internal_weight=42.6329 4.14273 3.61125 3.08827 38.4902 1.89996 36.5902 2.5609 2.04162 35.9863 25.741 10.2453 25.209 0.551184 0.537535 0.0100624 0.00441103 0.527472 0.0150828 0.00878437 0.00691456 0.0055582 0.00265119 0.00378846 9.71299 4.14186 5.57112 2.04999 0.546116 3.0976
internal_count=4034 274 181 139 3760 66 3694 99 81 3571 2859 712 2741 973 952 91 84 861 715 689 681 545 68 169 578 130 448 422 406 95
is_linear=0
shrinkage=0.1


Tree=644
num_leaves=31
num_cat=0
split_feature=7 15 15 17 17 17 17 10 10 10 15 16 17 2 0 18 7 9 18 18 15 0 14 2 14 3 18 18 19 5
split_gain=0.000173948 0.00168109 0.00285512 0.000906515 0.00156935 0.00107713 0.00104716 0.00199331 0.00134576 0.00106952 0.000929043 0.000560901 0.000502576 0.000335219 0.000243035 0.00017381 0.00320529 0.00538618 0.00833314 0.00620225 0.00300983 0.00194153 0.00130103 0.00229647 0.00152648 0.000965483 0.00172412 0.000932186 0.000342396 0.000392447
threshold=21.844899366700002 43.216642080150002 40.042228346200012 182.50770257345002 187.06455006835003 177.64087306825002 162.57770630285003 55.917240655200011 60.613977009100005 57.041016153700006 30.807603489900004 22.704946905950003 172.24349499320002 41.467794892200004 85.683849075550015 13.4793103924 23.203497038450006 189.78071820640002 13.632440008000001 13.545319032100002 23.378903124350003 86.329079026800017 128.57956104760004 41.467794892200004 143.06733454090002 92.598563387050021 12.971888692100002 13.531614672700002 14.451165964200003 21.454033346250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 9 10 -9 -1 -8 14 -10 -7 -2 25 17 19 -19 -17 -21 -18 -23 -24 -25 26 -16 -26 -27 -30
right_child=11 -3 -4 4 -6 13 7 8 12 -11 -12 -13 -14 -15 15 16 21 18 -20 20 -22 22 23 24 27 28 -28 -29 29 -31
leaf_value=-0.042111009201337174 -0.0021634523105357687 -0.00065326070292147083 -0.10017311963604028 -0.1000614859714373 0.041690979134142075 0.090677895820952134 -0.0065125926891551004 -0.088090067464706406 -0.045489493501695455 0.08653328314349211 0.099676421362486167 0.0030144840577023494 0.04722312956312473 0.022535089837876075 -0.0010406364185183631 0.10009782293105099 -0.020350460558425612 -0.089433201466318613 0.0010776071475667695 0.080030403726850483 -0.1001345662324656 -0.10021742387538204 0.10007585570444535 -0.1001426391907192 -0.0042299727223895781 -0.00017893142013059189 0.007027422660138752 3.1498417994196062e-05 7.0442431126234933e-05 0.0025734781292907735
leaf_weight=0.0010002460404548363 0.52010183640878338 0.85959972559066955 0.0044027453404851249 0.002525915674820591 0.0011305964466161653 0.0013441859118756829 0.0021229101101423176 0.00479260301749318 0.0010893179909766681 0.001826145233620154 0.0013464715826998486 0.62016600111968401 0.0012621358064093535 0.0015594478234311482 0.50513473264095299 0.0064670907749484197 0.04723423734253529 0.019324251667057979 0.021477514501256678 0.0012744163467703906 0.0034039745546456113 0.0012968120863651169 0.0022903778590287463 0.0015239198110091881 0.52402033089311473 11.197600323068398 0.55685411436206778 25.125043591310792 1.527209384235902 1.0619613889516584
leaf_count=97 141 9 6 32 38 6 120 106 127 117 7 109 90 36 12 5 37 14 36 62 50 1 1 2 10 184 71 2411 39 58
internal_value=1.25763e-07 -0.00138801 -0.02727 -0.0112213 -0.0562315 -0.00115118 -0.0130838 -0.0274883 -0.0576887 0.0410067 0.0346995 2.95231e-05 0.00427373 0.0540806 -1.54932e-05 1.20216e-05 -0.000145084 -0.0249601 -0.0417895 0.0366497 -0.0510568 -9.49283e-05 -5.7634e-05 -5.25707e-05 -6.15113e-05 0.000284502 0.00318985 -5.55651e-05 6.0704e-05 0.00109708
internal_weight=42.6264 0.884002 0.0244027 0.02 0.00365651 0.0163435 0.0134398 0.0106134 0.00714406 0.00282639 0.00346938 41.7424 0.00235145 0.00290363 41.1222 40.6021 25.7534 0.0519472 0.0408018 0.0111455 0.00467839 25.7014 25.6542 25.6529 25.6506 14.8488 1.06199 25.6491 13.7868 2.58917
internal_count=4034 791 782 776 70 706 664 450 323 214 127 3243 217 42 3134 2993 2629 167 50 117 112 2462 2425 2424 2423 364 83 2421 281 97
is_linear=0
shrinkage=0.1


Tree=645
num_leaves=31
num_cat=0
split_feature=7 15 15 17 17 17 17 15 15 16 18 17 3 13 18 6 2 10 17 3 0 18 4 12 16 8 3 7 6 7
split_gain=0.000141873 0.00147142 0.00263378 0.000805056 0.00142957 0.000916013 0.000973432 0.00149144 0.00125225 0.000455512 0.000425138 0.000340391 0.000220211 0.000482509 0.000643881 0.000477018 0.000412414 0.000412809 0.000805348 0.000368992 0.00109871 0.000390239 0.000831704 0.00279895 0.000719978 0.000676899 0.00136422 0.000340263 0.000406964 0.00109888
threshold=21.844899366700002 43.216642080150002 40.042228346200012 182.50770257345002 187.06455006835003 177.64087306825002 174.23065882520004 35.098844929350008 30.404760455250003 22.704946905950003 11.284811422350002 168.59667799010003 93.620177476600006 117.56896250265002 13.3584252364 16.445384243750002 115.07851450450001 61.987779113750001 182.63036160245002 93.281431752200021 86.054856297550018 13.303774303900001 127.35214607660002 63.174563425750001 22.644947046300004 8.543332867800002 89.695028606150018 23.549545123900007 16.505385645700006 24.054467534550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -5 6 7 8 10 12 -1 -12 13 19 -15 -14 -17 18 -18 21 -21 25 -23 -24 -25 26 -2 -16 29 -29
right_child=9 -3 -4 4 -6 -7 -8 -9 -10 -11 11 -13 15 14 27 16 17 -19 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.056789522539471539 -0.00064442261403459386 -0.00058776044139613047 -0.10015662936912757 -0.10005563202452901 0.038187613764987832 0.050813840986014304 -0.086698668033371701 0.077437358250592503 -0.068236675364585164 0.0027195494716081479 -0.042957698001975263 0.014052112120604142 -0.0034266418442865684 0.0026134127274211518 -0.00049471781251921086 0.0022986446138637206 0.00049076630341100271 -9.3677430219507417e-05 -0.0051146353167471166 0.00035447557665361747 -0.005221276533830743 -0.079915296767423205 0.10005403818755723 -4.3514868797154299e-05 -0.0037734652873567887 -0.00052838667212143418 0.0065849163239106324 0.0058093618147200985 -0.00019109902065953088 -0.00067116637462920966
leaf_weight=0.0013962246199972286 0.50368998962763722 0.85984279304102529 0.0039843913837103164 0.0022856699303127883 0.0011119235169054185 0.0027909807901078674 0.0015504052828609624 0.001945548676076215 0.0033056439880638777 0.61875904389790903 0.0016272846331774581 0.0029385847816564281 0.53804936944508597 1.5921412840943947 2.5391566314501688 0.54691160372749426 0.50164614617824532 3.522028984510011 0.52409590057289623 1.0134703113799322 0.54262511094930221 0.0013059321499885304 0.0027895158273157908 25.146963781679116 0.52837659440046891 1.0094490394476452 0.54181093841179973 0.53133962186257144 1.0164051484316585 0.51551783529430395
leaf_count=90 13 9 6 32 38 42 118 7 33 109 275 141 94 48 27 45 2 94 44 14 56 2 3 2524 49 19 40 14 8 38
internal_value=-4.2529e-08 -0.00125456 -0.0262515 -0.0107142 -0.054813 -0.00108172 -0.0124295 -0.00216066 -0.0188704 2.64921e-05 0.00850034 -0.00626629 -1.40342e-05 7.8168e-05 0.000880009 -0.000594889 -0.000295828 -0.000607837 -0.00237328 -9.1411e-05 -0.00158984 -7.33848e-06 -0.00011345 -0.000109392 -0.000120274 0.00131867 0.00310204 0.000280363 0.00123422 0.00261807
internal_weight=42.6193 0.882779 0.0229367 0.0189523 0.00339759 0.0155547 0.0127637 0.0112133 0.00926774 41.7365 0.00596209 0.00456587 41.1178 35.485 6.19456 5.63273 5.09468 4.54777 1.02574 29.2905 1.5561 27.7344 25.6794 25.6781 25.6753 2.05495 1.0455 4.60242 2.06326 1.04686
internal_count=4034 791 782 776 70 706 664 546 539 3243 506 416 3134 2855 135 279 185 140 46 2720 70 2650 2578 2576 2573 72 53 87 60 52
is_linear=0
shrinkage=0.1


Tree=646
num_leaves=31
num_cat=0
split_feature=19 2 6 4 9 5 16 17 17 9 15 15 16 15 4 2 10 3 14 10 3 4 17 3 2 12 17 16 8 8
split_gain=0.00014396 0.000198643 0.000159467 0.000451011 0.000763594 0.000303576 0.000217049 0.000705042 0.000469971 0.00110827 0.000309409 0.000299337 0.000873577 0.000390424 0.000955946 0.000222225 0.00465731 0.00464281 0.00403112 0.00261639 0.00153501 0.00113222 0.00103926 0.0002814 0.000204092 0.000257742 0.000175069 0.000457758 0.00596874 0.0072192
threshold=14.651182102100002 173.34516805710004 16.535386346650004 266.52371110730007 206.57490536735003 20.305669781650003 22.644947046300004 193.10154186985002 191.75825325995004 194.04304600165003 41.29990759910001 43.890399822900008 22.574947209950004 42.713473568600008 127.35214607660002 219.24808729375005 61.950140699950005 91.496295553550013 319.46956167260004 63.530954080650012 82.796445043450021 325.47117591905004 162.57770630285003 78.121216354550015 200.74412770730004 217.64277969395002 202.32358236650001 18.704956259700005 7.5441126493500006 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 -2 6 5 -5 -4 11 8 9 10 -8 13 -13 14 -1 22 -17 18 -18 -20 21 -21 -16 -23 25 26 -24 28 -28 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 -11 -12 12 -14 -15 15 16 17 -19 19 20 -22 23 24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.068318986654074362 -0.00022544463676948839 0.002515452298636256 0.0021840943856796038 -0.0050219584044252997 0.00038008438877311265 -0.00035900357299026964 -0.0022749910966849245 0.0040759281118248405 -0.0015742126251415316 0.0049816625512931496 0.00071659527254022996 0.001281381481470647 -0.0044218257214425133 0.0027416799507309938 -0.10003189837498759 -6.9972580318772217e-05 -0.10018160863747579 -0.10027925864301537 0.10001530899465726 0.096744947739557691 -0.081811084663849065 0.017263490088534818 0.00014783260482734891 -0.046502373983178177 0.001978183277025002 -0.0022437535104667629 -0.00040603074631839612 -0.00017370614150930875 -0.0827464502861327 0.006117957157719147
leaf_weight=0.0020490660972417576 0.52611810215535004 0.53157201467001869 0.51793870516809004 0.53584594104947114 0.5113872482863826 5.0085134069832717 0.52496552548109443 0.5527268439909675 1.0077165619513833 0.53438912657986737 1.0125620037956569 0.51923562332761719 0.55633691693064935 0.52144167551466836 0.0010380900355525515 0.50228578804504553 0.0034562721078561171 0.0093900669022463842 0.0031738280886202119 0.0014005329632702512 0.0020734432629974098 0.0014311514151490456 23.098113440010316 0.0013401009173843043 0.52608811571722824 0.50715627313468203 0.50239860219658083 4.5574752474428806 0.019991122893088686 0.016844938717440527
leaf_count=6 41 36 24 92 39 528 33 73 12 29 25 34 117 31 217 53 10 47 12 8 100 392 1413 68 181 36 129 91 115 42
internal_value=-1.36187e-08 0.00115207 -2.93347e-05 -0.000481233 -0.00238402 -0.000120665 5.55768e-05 0.000787358 0.000197131 0.00105866 -0.000304837 -2.92034e-05 -0.00166859 2.90344e-05 -1.85023e-05 -1.37986e-05 -0.00205384 -0.0468081 -0.00781113 0.0260837 -0.0114883 0.0234632 2.28125e-05 -0.0135719 2.63661e-05 -9.40938e-06 3.0781e-05 -0.000499693 -0.00325485 -0.0421092
internal_weight=42.6165 1.05769 41.5588 6.57369 1.04723 5.52645 34.9851 3.63236 3.07963 2.07192 1.53753 31.3527 1.07557 30.2771 29.7557 29.7537 0.524551 0.0222654 0.0128753 0.00941906 0.00624523 0.00417179 29.2291 0.00277125 29.2281 28.702 28.1948 5.09671 0.539235 0.0368361
internal_count=4034 77 3957 683 131 552 3274 172 99 87 58 3102 151 2951 2920 2914 690 637 590 580 568 468 2224 460 2007 1826 1790 377 286 157
is_linear=0
shrinkage=0.1


Tree=647
num_leaves=31
num_cat=0
split_feature=8 8 8 16 16 18 6 16 6 13 10 0 19 5 19 13 6 7 19 2 6 19 0 10 3 18 9 0 8 16
split_gain=0.000124991 0.000224806 0.000214387 0.00040276 0.000286346 0.000666496 0.000908631 0.000270515 0.000254282 0.000878216 0.000400688 0.00121687 0.000874019 0.00215023 0.000693877 0.000667164 0.000449003 0.00087526 0.000205726 0.000685916 0.000176661 0.00138884 0.000381372 0.00075091 0.000891008 0.0125225 0.0054547 0.00432587 0.00328768 0.0120842
threshold=8.8430989333000021 8.7431769115000026 8.6432548896500023 22.724946859200003 22.674946976100003 13.531614672700002 16.555386813950005 22.604947139800004 16.535386346650004 117.56358558635002 62.057679025150001 86.756543869550015 14.451165964200003 24.393336510100003 14.551174033150001 117.64961624655002 16.485385178400005 23.296055099200004 14.151141757350002 201.70502722175004 15.255356438950001 14.251149826300002 93.399723909900004 69.999384342500022 83.538459487450012 14.349498564250002 197.02865361825005 94.625660817400004 8.2435668022500028 18.754956142750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 8 6 -6 -4 10 -10 11 12 15 -14 20 16 -1 -18 -3 -20 22 -22 -12 -24 -25 26 27 -26 29 -27
right_child=-2 18 7 -5 5 -7 -8 -9 9 -11 14 -13 13 -15 -16 -17 17 -19 19 -21 21 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=0.00018441793884389269 -0.0014867415101057324 0.00018321296123661177 -0.00016132757693451113 0.0021231568159072183 -0.005709824512283428 0.0016011563254689485 0.0001893347465125809 -0.0021263702614578838 -0.00012708197536072911 -0.004433340281760228 -0.0016346615641753483 0.0053872433910178014 0.0072448453157736101 -0.0017079021591441105 -0.0036437395074469972 0.0032053665806178345 -0.0052284028537079516 -0.00018222153304129599 0.0044827950470773302 -0.00064815657612671415 0.0052676458011204578 1.0114002018966466e-05 0.0037201895247774412 3.6635295464728365e-05 -0.10012504754800909 0.012484786629522368 -0.10035247416767271 0.056861151041014552 0.0013487162998683834 -0.10015556248576672
leaf_weight=3.0436238766080956 0.55822667648998603 1.5124637676199193 2.0378867612409972 0.89557945570049824 0.52926767502140026 0.51322407622865274 0.51531995082041249 1.0675574295973076 3.5425012128829216 0.54667158088769952 1.5594077908990893 0.5363087603196276 0.56731298891031656 0.50893226659964053 0.52775457603659148 0.53825520337204125 0.52408435691570943 0.99879091148432053 0.54028698941793585 0.50319343150545137 0.55187226158434022 5.6100210224199838 0.52596107078596332 13.763245492630912 0.0027497920022554736 0.026551658845499593 0.01872192536370676 0.0048534207046390943 0.5252076929002194 0.014851625967594373
leaf_count=112 201 16 66 42 36 32 16 30 351 128 269 53 49 21 61 23 54 6 24 25 89 222 64 1614 16 121 90 37 91 75
internal_value=-2.1999e-07 1.95129e-05 -3.93044e-05 2.87544e-05 -2.4089e-05 -0.00134978 -0.00279963 -0.00083685 3.67631e-05 -0.000702775 0.000138078 0.000817975 0.000421512 0.00301129 -5.93644e-05 -0.000124496 -0.000516988 -0.00191882 0.000928405 0.00200852 2.43251e-05 0.00048099 -0.000146822 9.0798e-06 -0.000126882 -0.00392246 -0.0713441 8.52314e-05 -0.000790004 -0.02792
internal_weight=42.6107 42.0525 39.4965 36.3911 35.4955 1.55781 1.04459 3.10544 33.9377 4.08917 29.8485 6.71731 6.181 1.07625 23.1312 5.10475 4.5665 1.52288 2.55594 1.04348 22.6034 6.16189 16.4416 14.8821 14.3562 0.592936 0.0263251 0.00760321 0.566611 0.0414033
internal_count=4034 3833 3768 3672 3630 84 52 96 3546 479 3067 318 265 70 2749 195 172 60 65 49 2688 311 2377 2108 2044 430 143 53 287 196
is_linear=0
shrinkage=0.1


Tree=648
num_leaves=31
num_cat=0
split_feature=0 15 15 9 6 9 16 7 6 7 18 18 3 18 6 3 4 4 4 6 5 5 16 16 10 18 17 5 6 9
split_gain=0.000155588 0.00243901 0.00433279 0.00316929 0.00265742 0.00254882 0.000453601 0.000352911 0.000417079 0.000397585 0.000143367 0.00188092 0.000800338 0.00145259 0.000581872 0.000643814 0.00101565 0.00252849 0.00122708 0.000454199 0.000317496 0.000306832 0.000359953 0.000824135 0.000344849 0.00032699 0.000542592 0.00098373 0.0015664 0.000275279
threshold=85.121961326250016 43.030193406950012 41.195083317300011 187.45330412110005 21.760508430800005 95.611857730950007 22.704946905950003 19.078733418100004 16.665389384150004 18.627934156050003 13.4793103924 13.531614672700002 92.598563387050021 12.971888692100002 16.565387047600002 93.14163192940002 127.35214607660002 137.02556730370003 142.34057910165004 16.525386113000007 22.127107789600004 20.204934414350003 22.614947116400003 22.624947093000003 62.00390986255001 13.327513832500001 188.19076296340003 20.971847224900007 16.395383075500003 186.68586460755003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 8 9 -1 12 -12 13 -2 15 16 -13 -18 -19 20 -20 -14 24 -24 -23 26 29 -28 -29 -25
right_child=6 -3 -4 4 -6 -7 -8 -9 -10 -11 11 14 21 -15 -16 -17 17 18 19 -21 -22 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.0080362234201424021 -0.00099317509720927861 -0.00039982340362025928 -0.088469079346255045 -0.10004999348485272 0.0098892167672377743 0.099713079976816749 0.0027673892250534423 -0.059876183358780546 -0.046538573884308237 0.072377225686750049 -0.0060154373065111361 -0.10016962097910681 0.0024333200077698374 0.0064082024088251109 0.0032331422500023218 -0.0034736747888317343 0.10004887478919203 -0.10010622154750942 -1.9352203964331844e-05 -0.0029833767333385577 0.0024032799457236217 0.0021905197618887632 -0.0031084077321083046 0.00052282072371776249 0.00018338078018989028 -0.0013975517879948763 -0.0007040464018191776 -0.00040292037101347615 0.0072812759442030389 -0.0012580939779558297
leaf_weight=0.0013692265424547368 0.50710808453277845 0.87344533922805567 0.0088161436649443203 0.0043590680649341351 0.0044361821755956043 0.0039590366820028422 0.59564381605286953 0.0010718078127739238 0.0010725299771754404 0.0011159938367200084 0.5365057557621381 0.0010126743000097296 0.51338978908461186 0.55578724574832705 0.53431055193772792 0.55375620243705981 0.0025247049052293793 0.0012251816224332348 23.045095921070189 0.50843215892405069 0.55396178419747855 1.0532996196161546 1.0410830110081848 1.5185098802612631 4.5698761697802057 1.5199904788263436 1.0029328293167057 0.50167314828052567 0.56297679814193202 2.0258443884893769
leaf_count=44 25 27 16 70 19 23 51 337 157 16 25 1 27 103 49 79 3 3 2461 10 131 28 36 25 113 27 13 8 58 49
internal_value=-4.86159e-07 -0.00130161 -0.031365 -0.00240495 -0.0445984 0.0408038 2.75813e-05 -0.00957341 0.00558081 0.0280736 -1.21166e-05 -0.000156444 0.000229518 0.002877 -3.17081e-05 -0.000102431 -2.50075e-05 -2.08014e-05 -3.12809e-05 -2.61949e-05 3.75164e-05 3.28673e-05 -5.64595e-05 -0.000480145 0.000559346 -9.64838e-05 0.00025591 0.00154332 0.00366041 -0.000495096
internal_weight=42.6046 0.899645 0.0262 0.0173838 0.00879525 0.00858859 41.7049 0.00462956 0.00355775 0.00248522 41.1093 25.7368 15.3725 1.0629 25.2003 24.666 24.1123 24.1112 24.1087 24.1075 23.5991 14.3096 13.7962 8.17301 5.62318 7.13193 5.61194 2.06758 1.06465 3.54435
internal_count=4034 709 682 666 89 577 3325 554 217 60 3274 2762 512 128 2737 2688 2609 2608 2605 2602 2592 384 357 216 141 180 153 79 66 74
is_linear=0
shrinkage=0.1


Tree=649
num_leaves=31
num_cat=0
split_feature=7 10 10 10 10 10 10 10 16 15 6 6 5 2 18 2 16 5 4 18 3 2 5 12 3 6 13 5 18 19
split_gain=0.000136695 0.000669041 0.00188659 0.00124248 0.00181946 0.000420908 0.000927553 0.000673859 0.000383334 0.000184057 0.000786679 0.000446874 0.000435365 0.000971022 0.000441888 0.000857298 0.000408915 0.00044434 0.000395592 0.000241417 0.000296774 0.00143421 0.00164228 0.000682298 0.000293911 0.00029603 0.00159989 0.000362156 0.000711601 0.000241906
threshold=21.844899366700002 61.622148808000013 61.45546440395001 59.632689791450012 58.167480110400007 55.855406118200008 57.041016153700006 55.917240655200011 22.704946905950003 43.890399822900008 16.405383309150004 16.465384711100004 22.649179082500002 159.16196025500003 13.24088655595 199.66651340635002 22.674946976100003 20.482113285800001 305.06590732205007 13.059010054600002 93.281431752200021 103.92649527695001 22.580289596950006 63.174563425750001 93.14163192940002 16.455384477450004 117.55283175385001 21.197160116700001 13.327513832500001 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 7 -7 9 12 -11 -12 16 -14 -15 -16 19 -18 -13 -2 23 29 -23 -21 25 26 -25 28 -27 -22
right_child=8 -3 -4 -5 -6 6 -8 -9 -10 10 11 18 13 14 15 -17 17 -19 -20 20 21 22 -24 24 -26 27 -28 -29 -30 -31
leaf_value=0.034284640871588598 0.00094811153999337463 -0.00083154954427688713 -0.093244472700292735 0.085042964889405367 -0.1000782415237709 0.003878386626573368 0.010332821663213801 -0.10003517662006473 0.0025012336217072658 -0.0042378723283617711 0.0025856865857901965 -0.0017108278227934322 0.0050187707896168941 -0.0012506204933546302 0.0046714249686364137 -0.00026946244626622947 0.00010504684929924435 -0.0040645493130250588 0.00056152604600813178 0.045193761409758122 -6.4300765929756825e-05 -0.0077731247182825716 0.00017343329676512627 -1.2343176941561219e-05 0.0016783356405154866 -0.00043569887646424514 0.0055373555541979643 -0.00016612239178378423 -0.0049542525984789202 0.0025693833045332196
leaf_weight=0.0027920141781200706 2.5640519693642423 0.86231735920312846 0.0029599961198982774 0.0013641568646263211 0.00212826085786988 0.001013996407210449 0.0064436954122476103 0.001622799510847539 0.61623383628716411 0.53102451935810258 0.52367563251251548 1.5330720332383685 0.54638132518061899 1.0117111463719084 0.53606656860210922 1.0181700075466571 0.5028597333584901 0.51973915934649995 1.5313977366825726 0.0033450228220378566 0.99995707158814118 0.54095050514682419 0.50087047199485824 21.080612792334112 1.0381324983463844 1.0027388129383314 0.5325819921126812 3.5171156757205608 0.5342053102755101 0.53552898810448823
leaf_count=196 71 383 5 31 43 30 41 62 109 89 39 54 38 15 22 37 7 35 57 5 5 39 4 2412 30 5 24 28 65 53
internal_value=-4.14824e-07 -0.00123335 -0.0201411 -0.00605797 -0.0149343 0.000328523 -0.0101121 -0.0600746 2.56103e-05 -1.15043e-05 -0.00064558 -0.000113942 5.91153e-05 0.00119098 0.000375912 0.00143468 -4.48842e-05 -0.00201416 -0.000575272 1.6418e-05 -6.24603e-05 -0.00108886 -0.0039527 3.30095e-05 2.7557e-05 -3.67064e-05 0.00012441 -0.000725704 -0.00200624 0.000854245
internal_weight=42.6011 0.880642 0.0183249 0.0153649 0.0140008 0.0118725 0.00908049 0.0026368 41.7204 41.1042 4.11917 3.58815 36.985 3.11233 2.56595 1.55424 33.8727 1.0226 3.06447 32.8501 30.286 2.57731 1.04182 27.7087 27.7054 26.6673 21.6132 5.05406 1.53694 1.53549
internal_count=4034 791 408 403 372 329 133 92 3243 3134 239 150 2895 112 74 59 2783 42 111 2741 2670 101 43 2569 2564 2534 2436 98 70 58
is_linear=0
shrinkage=0.1


Tree=650
num_leaves=31
num_cat=0
split_feature=19 2 8 4 2 10 8 16 16 13 6 10 15 16 7 10 3 4 15 9 5 15 0 10 3 6 17 16 16 0
split_gain=0.000160695 0.000200572 0.000200556 0.000242538 0.000357582 0.000381461 0.000223373 0.000255553 0.000208637 0.00038727 0.00103638 0.000606506 0.0011314 0.0219508 0.00044049 0.000453953 0.000196606 0.000184955 0.000863099 0.00129605 0.000397867 0.000548129 0.000514084 0.0003186 0.000531038 0.00865921 0.0172905 0.000482978 0.00867329 0.0144558
threshold=14.651182102100002 173.34516805710004 8.7431769115000026 182.86807653835004 195.37902863565003 62.014663695050011 8.6432548896500023 22.604947139800004 22.724946859200003 117.60660091645001 16.535386346650004 62.009286778800011 44.891409666300007 22.624947093000003 23.165384528550003 61.950140699950005 93.72771580185001 269.4564136126001 38.992510055900006 197.63955579655001 20.911722254300006 36.535628266450011 86.382848189450016 69.999384342500022 83.538459487450012 14.745344522600002 205.45998821870003 22.594947163200004 19.974953289850003 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 8 -8 9 11 14 12 13 -1 15 -11 17 18 20 -20 23 -22 -23 27 -25 26 -26 28 29 -13
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 -12 16 -14 -15 -16 -17 -18 -19 19 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00074137903392613785 -0.00016833145923126662 0.0025865909856076768 -0.0001522979077548337 0.0045526965573705509 -0.00056423169495709935 0.00076005697557737697 -0.00025264359482779877 -0.0021675580686205472 0.0014900521571569359 0.00015816165614426932 -0.0051011485654409768 -0.00096964726604906377 -2.8082088414442559e-05 0.08744874296041058 0.00078487757742196984 -0.003977007681484619 -0.0019703071565080944 -0.00048611785305742851 0.0062478830302436367 0.00023776334473688609 -0.0040598449910727238 -0.0033217889023720564 0.0002124263173206607 2.6953190093956964e-05 -0.098955082793621252 -3.3607485106555896e-05 0.055292549397228635 0.00044263916345612493 -0.00038265641666869639 0.09942652733851659
leaf_weight=0.51958217590454125 0.52546693866622607 0.53166044823228731 1.5336157298996531 0.53173123934499222 0.50849215132762626 0.52905930171325455 2.0352544171207678 1.0598324404804484 0.88911501158508954 0.54400240147437695 0.54110902431270247 0.03533472700339757 1.0031178461047181 0.030935436661820859 1.5462958006002052 0.51851091727019138 0.52682634776505111 6.6179911260197377 0.55777209145162387 1.0058401319683978 0.52123334337555549 0.51574038853868875 2.0377589225463453 13.239001100159921 0.023790236204157433 0.5564687973564304 0.010463591084715063 3.517980675707804 0.56061055850113917 0.024140013625583379
leaf_count=373 41 36 94 30 47 61 63 26 37 40 124 55 35 14 43 19 209 1276 44 10 26 13 81 742 249 63 16 39 106 22
internal_value=-3.34625e-07 0.0012172 -3.13178e-05 0.000742033 0.00161604 0.00266115 -9.37452e-05 -0.000908357 -2.24086e-05 -6.14383e-05 -0.00111835 4.49097e-05 0.00197106 0.00561376 -0.000292252 -0.00185982 -5.56763e-05 -2.11611e-05 0.000114956 0.00238169 -5.34792e-05 -0.00110463 -0.000501393 0.000126398 -0.000103941 -0.00303748 -0.0518367 0.000896209 0.00346948 0.0397798
internal_weight=42.5987 1.05713 41.5416 3.1029 1.56928 1.06079 38.4387 3.09509 35.3436 34.4545 3.14992 31.3046 1.55364 0.550518 2.60881 1.06251 29.751 29.2241 22.6061 1.56361 21.0425 3.07473 2.5535 17.9678 13.8297 0.590723 0.0342538 4.13807 0.620085 0.0594747
internal_count=4034 77 3957 232 138 91 3725 89 3636 3599 226 3373 422 387 102 59 2951 2742 1466 54 1412 120 94 1292 1070 328 265 222 183 77
is_linear=0
shrinkage=0.1


Tree=651
num_leaves=31
num_cat=0
split_feature=7 7 7 0 19 13 9 9 16 16 5 9 12 3 19 9 7 17 17 5 0 17 13 17 2 14 12 15 18 13
split_gain=0.000143001 0.000384189 0.000277123 0.000316049 0.000175979 0.000546155 0.00133663 0.000756671 0.000460284 0.000352275 0.000493267 0.000289944 0.00394927 0.000563459 0.00224739 0.000497819 0.00193544 0.000459773 0.00112529 0.000455456 0.00164444 0.000298499 0.00614729 0.00166776 0.000291281 0.000333317 0.000628301 0.000521034 0.015921 0.00960069
threshold=21.844899366700002 22.233191240750003 22.407814303000006 85.764502819450016 14.451165964200003 117.53132408880002 196.64273721640004 201.32298960505003 22.574947209950004 22.614947116400003 20.971847224900007 198.96357396150003 75.857705639900004 93.394346993650018 14.351157895250003 200.84017322135003 23.109894804950002 197.01076493205002 183.58889821140002 21.723721974650005 86.692020874450009 198.49975298390004 108.17011287860002 202.84545261905001 62.922191810850009 170.49106629835003 106.61257222060001 24.719476717350002 15.981927061500002 104.08096806215002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 -6 -10 -11 13 -13 19 -15 17 -17 18 -14 21 -21 -5 -23 -24 -18 -26 -27 28 29 -28
right_child=1 2 3 4 5 6 7 -9 9 10 -12 12 15 14 -16 16 24 -19 -20 20 -22 22 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.0012617702485715619 0.0026681383896178727 -0.0022219991116956697 0.0023888948019976089 -0.00056679606938497135 -0.0029269684485252502 0.0058776578172670818 -0.0013787150758679775 0.0032751098267867888 0.0025520392947699158 0.00081504784293046084 -0.0029824706302699292 0.073789018974261975 0.0001551845524174098 -0.0074123431623245714 1.2772061988029556e-05 -0.081082037696139989 0.0012022669164618613 -9.5358019937827272e-05 0.0043936054365133889 0.0057725921101480365 -0.00098684653319193938 -0.0010198080887672241 0.019648595757774799 0.062237221162202795 -0.002725419920282514 0.0032336087260703729 -0.10031277464166843 -0.00011461932090815349 6.7584778777271331e-05 -0.0041436926870567405
leaf_weight=0.87962879575398645 0.5434334979514891 0.55780989531907366 0.55650241881217155 9.1530635353976244 0.56704001548132454 0.57350836923433268 1.0135779134088805 0.53313917653940723 0.51607678162525905 1.0109322218704617 0.51695345241751045 0.0072776686283785299 1.5022622770073888 0.55557060544936043 1.5308656593097112 0.0029531292966628033 1.5216594572785744 2.010018881621221 1.0744126417671394 0.55660682087182078 1.0184783552775145 0.50688343982249229 0.018074743446049979 0.018715996914579591 0.52433832368569611 0.52640053877612913 0.025949709233997864 13.705339644899677 1.0489099914441831 0.017302409452895517
leaf_count=791 95 60 192 817 81 39 23 42 18 33 31 4 16 43 36 6 45 33 38 21 44 353 23 17 70 90 51 572 323 27
internal_value=2.38206e-08 2.66314e-05 -8.23528e-06 2.21704e-05 -1.07105e-05 0.000562019 0.00175431 0.000225416 -0.000406166 0.00029316 -0.000469826 -8.74185e-05 0.000135994 -0.000454806 -0.00196437 0.000111584 -0.000133062 0.00103822 0.00192251 -0.000175383 0.00140182 -0.000431575 0.00184495 0.0413141 -0.000119299 -0.000246189 -0.000161357 -0.000282128 -0.00238416 -0.0618417
internal_weight=42.5937 41.7141 41.1706 40.6128 40.0563 4.73123 2.12023 1.54672 2.611 2.04396 1.52789 35.3251 21.9668 13.3583 2.08644 21.9595 17.3729 4.58669 2.57667 11.2718 1.57509 9.69674 0.543674 0.0367907 17.3699 15.8482 15.3239 14.7975 1.09216 0.0432521
internal_count=4034 3243 3148 3088 2896 267 104 65 163 82 64 2629 1275 1354 79 1271 1184 87 54 1275 65 1210 393 40 1178 1133 1063 973 401 78
is_linear=0
shrinkage=0.1


Tree=652
num_leaves=31
num_cat=0
split_feature=7 16 0 0 0 7 3 15 5 10 7 18 0 9 13 16 6 9 9 4 4 18 9 6 18 5 0 17 5 0
split_gain=0.000115739 0.000416355 0.000198271 0.000197326 0.000181746 0.0006116 0.000624251 0.000381918 0.000621272 0.00116761 0.00057198 0.000293077 0.000558288 0.000975103 0.00269768 0.00278767 0.00132593 0.00119986 0.00147754 0.00103565 0.00214578 0.000973178 0.000727616 0.000569729 0.000263008 0.000242237 0.00425683 0.000630099 0.000434438 0.000732609
threshold=21.844899366700002 22.704946905950003 85.683849075550015 85.764502819450016 85.995710218650018 22.977992916200005 93.620177476600006 45.169600924000008 22.649179082500002 62.030794443850006 23.127267687200003 13.091807150500001 86.329079026800017 183.49441567960005 98.050756475600011 9.719977270450002 13.245309474550002 181.33671263215004 52.553122989000009 127.35214607660002 137.02556730370003 18.477538003600007 200.95377551580003 5.4801280423500005 13.632440008000001 21.269675393700002 86.565663342300013 192.41413881610001 20.971847224900007 86.83719761350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 5 6 -5 8 11 -10 -11 -6 22 17 15 16 -15 18 23 -16 -21 -17 -13 -14 -12 26 -22 -27 -28 -30
right_child=1 -3 3 4 7 -7 -8 -9 9 10 24 12 13 14 19 21 -18 -19 -20 20 25 -23 -24 -25 -26 27 28 -29 29 -31
leaf_value=-0.0011349619419388994 -0.0019536256493421738 0.0026025192122334402 0.0019372209107002009 -0.00014464041098732436 0.0011458167267967142 -9.6747405030863626e-06 -0.0049922996085074748 -0.0025555201055766303 0.0041394871690338163 -0.0028815093446128886 0.0027908984199264747 -0.0049138322746712006 0.0011164559274753454 -0.052179472430124885 -0.1001728147259081 -0.10010187594040816 0.094078298214677059 0.092293912070622805 -0.10001165106992689 0.10004275159010685 -0.065587358128195813 0.0060233138632320203 -0.00035972346469229734 0.095243731544803159 -0.00040073415474150154 0.0028039630872319092 9.8059948095871936e-06 0.0001093851316941765 -0.00015167784957991617 -0.0047510473285438705
leaf_weight=0.88009236376146205 0.52080178340723549 0.61687744921982712 0.52441969722224158 0.50327271493006154 2.038874656230802 4.0291813476615062 0.56259352577501431 0.5469827086674276 1.0645526124499145 0.5159433059896642 0.51661517105458177 0.53785528113804559 0.0014637923037600009 0.0010270610655539469 0.0010316832922389043 0.0061041992454011762 0.0015633544026059099 0.0025503348977053975 0.001009232502102754 0.0021446853061232165 0.0099339246080550891 0.0010065677324888611 1.0089234046499767 0.0011468435845807257 0.51615390497664204 1.0466111311689035 20.515510514635967 5.0798985798832641 1.0062034840666445 0.52807199363834545
leaf_count=791 141 109 43 7 40 36 61 64 35 19 11 45 591 147 1 205 7 14 140 3 13 83 11 36 31 31 1083 133 57 46
internal_value=-1.04056e-07 2.38427e-05 -1.48692e-05 1.00185e-05 -1.52189e-05 -0.000573186 -0.00270337 6.61194e-05 0.0001078 0.00158996 -0.000162532 -1.40358e-05 -9.35192e-05 7.92319e-06 -7.7426e-07 -0.0527248 0.0360893 0.0397571 0.00274289 1.73703e-05 2.10372e-05 -0.0850793 -0.00194331 0.0424663 0.00119579 1.34266e-05 -0.000141066 0.000569708 -0.000111581 -0.0017347
internal_weight=42.5884 41.7083 41.0914 40.5706 40.0462 5.09505 1.06587 34.9512 34.4042 2.61326 1.54871 31.7909 29.7521 28.2053 28.1991 0.00970118 0.00259042 0.0061702 0.00361987 28.1894 28.1884 0.00711077 1.54678 0.00261064 1.03277 28.1862 22.0597 6.12651 22.0498 1.53428
internal_count=4034 3243 3134 2993 2950 104 68 2846 2782 96 61 2686 2646 2590 1809 442 154 781 767 1367 1366 288 56 627 42 1363 1199 164 1186 103
is_linear=0
shrinkage=0.1


Tree=653
num_leaves=31
num_cat=0
split_feature=19 2 8 13 6 17 17 0 7 10 16 9 12 4 13 9 9 18 15 15 18 8 8 4 5 3 5 17 10 13
split_gain=0.000196369 0.000324676 0.000158809 0.000211517 0.000340743 0.000903602 0.000671578 0.000673748 0.000393298 0.000274646 0.000400034 0.0012909 0.000349449 0.000467511 0.0027511 0.0069501 0.00526755 0.00338465 0.00202787 0.00263653 0.00315826 0.000958893 0.00158201 0.000826687 0.000718676 0.00053362 0.000338725 0.000321474 0.000292515 0.000628534
threshold=14.651182102100002 244.78475047185003 8.7431769115000026 117.60660091645001 16.465384711100004 190.25644477395002 188.19076296340003 85.764502819450016 23.109894804950002 62.030794443850006 22.604947139800004 193.67618212375001 217.64277969395002 288.38343543295008 117.48293184245001 202.37225149245003 195.10791980860003 14.030930991100002 45.169600924000008 38.884669609800007 14.656441317600001 8.4434108459500017 7.8438787148500007 351.04113709560005 17.089764221050004 89.600932571600012 24.279163357700003 203.00435256470004 62.240494178000013 116.00427987075001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 7 -6 -5 10 26 -12 -11 -14 15 16 27 -17 19 20 -19 22 -22 24 -24 -21 -1 -15 -18 -30
right_child=1 -3 -4 4 5 -7 -8 -9 -10 12 11 -13 13 14 -16 17 28 18 -20 25 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00029637707287946555 0.0030128678865210677 -0.0004950055094664473 0.00065411683741007222 -0.0017201374103945344 -0.00036837744554947673 -0.0049140489636977569 0.0027274690869731693 -0.0044250881870388581 0.0016593560146606252 -1.0482257095009201e-05 -0.0010746422533582595 0.0058637092464177386 -0.0039783512091625568 -0.10012879447288535 -0.0012108866876075117 -0.090820516418416111 0.10011816161006733 -0.10012404927194328 -0.10014022304318265 0.034441160287368683 0.073787026572280742 0.07000371099924417 -0.0081077773175779466 0.02052860699529049 -0.10006605270764304 0.10001273962645592 0.0025171875890684352 -0.026124194468851825 0.039962940860961582 0.10004002203922238
leaf_weight=2.5228299239550989 0.55502728468957119 0.50294799718540162 3.1003061358477373 0.51457408054194687 1.9216744015459934 0.56134842165101861 0.51930596164683596 0.52023446941166174 1.041076439680239 27.165485116987689 0.53131031487098546 0.54139294395847948 0.51241185366860742 0.001399889080058502 1.5156178363988433 0.0043741084082284934 0.0097985912143485621 0.0029136378143448391 0.0016465262799556504 0.0019894029952678407 0.0021096065088777038 0.0026217830152042154 0.0015545752145271763 0.00216636439406237 0.0018747985080231899 0.0032994065550155938 0.51528806663077675 0.0010108429805575359 0.0031274557108389436 0.0039295077513088472
leaf_count=45 68 9 232 20 130 51 17 16 38 2051 37 53 16 300 76 8 4 5 3 37 78 22 37 55 62 15 363 142 38 6
internal_value=-8.08356e-08 0.00134527 -3.43563e-05 -8.99035e-05 -0.000691131 -0.00123549 -0.000538155 -0.00123264 0.000541496 1.65054e-06 0.000766993 0.00242714 -0.000105958 -0.00135781 -0.00049673 0.024206 0.0691639 -0.0110755 0.0062129 0.0156634 -0.0081766 0.0177649 -9.57792e-06 -0.0278311 -0.0583803 0.0753478 0.000180825 -0.069098 0.0889385 0.0734155
internal_weight=42.5846 1.05798 41.5267 38.4264 5.07821 3.52256 2.96121 2.44191 1.55565 33.3482 4.11082 1.0727 29.2373 2.07185 1.55943 0.0438165 0.0192663 0.0245502 0.0201761 0.0185296 0.0132408 0.0103271 0.00770534 0.00559574 0.00342937 0.00528881 3.03812 0.00241073 0.0168556 0.00705696
internal_count=4034 77 3957 3725 272 214 163 146 58 3453 498 90 2955 904 888 812 490 322 314 311 259 254 232 154 99 52 408 442 48 44
is_linear=0
shrinkage=0.1


Tree=654
num_leaves=31
num_cat=0
split_feature=19 2 15 8 6 16 10 17 5 3 6 2 0 0 15 3 5 16 3 14 13 16 3 9 16 0 7 5 18 15
split_gain=0.000159193 0.000263677 0.000206442 0.000861503 0.000214068 0.000181247 0.000269562 0.00128717 0.000400416 0.000668901 0.000310763 0.000235323 0.00150568 0.000615901 0.00030178 0.000652356 0.000283169 0.00120066 0.00196485 0.000630554 0.000431879 0.000928326 0.000710237 0.00882841 0.00954416 0.00765368 0.00306957 0.00727286 0.0101175 0.00787264
threshold=14.651182102100002 244.78475047185003 45.169600924000008 8.4434108459500017 16.475384944750001 22.824946625350005 61.93938686740001 190.4716172434 21.991679690250006 93.819123378250012 16.705390318750002 171.97230602530001 86.20003303655001 86.479632682150012 39.296024648600003 93.579850604650019 20.911722254300006 22.604947139800004 93.794927255050013 226.88570021265005 113.0174028878 22.594947163200004 84.812788641250009 202.86075815500001 18.734956189500004 94.165934477050016 23.851446749400001 17.679107616400003 13.603286548350003 28.862433654350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 6 7 8 -1 -10 -11 14 -13 -14 16 -16 20 19 -19 -18 22 -22 -8 26 25 -25 27 29 -29 -24
right_child=1 -3 3 -5 -6 -7 11 -9 9 10 -12 12 13 -15 15 -17 17 18 -20 -21 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.0024201513948571927 0.0027170403518463472 -0.0004453469450033135 -0.0017226150739007588 -0.0044549437713775767 0.00063723701296183259 -0.0017721479531396522 5.5138983979162351e-05 0.0052917900389271577 -0.0037841727796099692 0.0023653951399307972 -0.00072918239799346608 -0.0056701192471074304 0.0031237123541360632 -0.00042741581675996001 0.0025018624600679053 -0.00022065340888046048 0.00068996664364992402 -0.007796553306844119 0.00080297695891892631 -0.0021244391752757662 0.0048059086396080647 0.00046425759465118277 -0.028671614294432358 0.048293485456741586 -0.090473294974569685 -0.10011746886027661 0.0018175416944622527 0.037951806366512797 -0.1001959627311271 0.10008838598605363
leaf_weight=0.52167584921731025 0.5539704565171053 0.50311234017135575 0.51401221595408264 0.53851559955615425 1.5244128547183575 0.55225409428248795 14.787719202242226 0.55884157371819609 0.51499122369568784 0.52118423791148316 0.85994086311089457 0.53063326785655451 0.53506894210659428 5.5999813349180476 1.55219191020933 2.032715879936859 3.5424868327481667 0.55390805352362782 0.51062450731842546 1.0268099502901575 0.57202045067970075 3.5418111855251482 0.012608045794621936 0.012630857426263464 0.023197405102109769 0.0047936458753383695 0.54616939431787159 0.007456274718919075 0.018343265121863794 0.007617456139996647
leaf_count=32 68 9 58 100 52 70 980 38 11 134 273 51 15 1192 36 50 281 34 18 33 103 52 59 20 39 62 96 15 50 3
internal_value=7.17262e-08 0.00121192 -3.0778e-05 -0.000897611 4.21733e-05 2.65752e-05 5.24469e-05 0.000966442 -3.33065e-05 -0.000708323 0.000438594 -2.43663e-05 -0.000559713 -0.000117704 9.97405e-05 0.00095814 -2.25283e-05 -0.000647118 -0.00367162 5.75149e-05 0.000157607 0.00106796 -8.52523e-05 -0.00336593 -0.0484636 0.00746423 -0.000272428 -0.0250737 -0.0602701 0.0198228
internal_weight=42.5817 1.05708 41.5246 2.57694 2.03843 38.9477 38.3954 2.97663 2.41779 1.89612 1.38113 35.4188 6.66568 6.13505 28.7531 3.58491 25.1682 5.63383 1.06453 4.5693 19.5344 4.11383 15.4205 0.632816 0.0406219 0.0174245 0.592194 0.046025 0.0257995 0.0202255
internal_count=4034 77 3957 210 110 3747 3677 488 450 418 407 3189 1258 1207 1931 86 1845 366 52 314 1479 155 1324 344 121 82 223 127 65 62
is_linear=0
shrinkage=0.1


Tree=655
num_leaves=31
num_cat=0
split_feature=19 2 15 8 5 15 5 2 7 15 18 7 7 15 15 8 18 18 7 15 16 6 18 10 4 18 5 3 6 5
split_gain=0.000129133 0.000214085 0.000166956 0.000695481 0.000192042 0.000177089 0.000700101 0.000288898 0.000242205 0.000426301 0.00137978 0.00845808 0.00491015 0.00186578 0.000984461 0.0013321 0.000356079 0.000241475 0.000370209 0.000326281 0.000417452 0.000201762 0.000559269 0.00027924 0.000245984 0.000192303 0.000165681 0.000163442 0.000224685 0.00103143
threshold=14.651182102100002 244.78475047185003 45.169600924000008 8.4434108459500017 24.218679034200004 42.713473568600008 23.545618314050007 207.18514273665002 22.516377366000004 37.870720399650004 12.867440043550003 22.061824394000002 21.147833206800005 32.866677124050007 30.243446395250004 5.9453602998000008 11.862896247150001 13.043896815850003 22.792619241600004 41.492094664050008 22.664946999500003 16.465384711100004 13.222029912150001 62.041548276350007 256.08338064055005 11.781261354600002 21.336111252450003 93.090551224900011 15.975373262050001 21.723721974650005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 10 11 12 13 14 15 16 25 -10 -19 20 21 22 -20 -24 26 -1 -23 28 -25 -30
right_child=1 -3 3 -5 -6 6 7 -9 17 -11 -12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 24 23 27 -26 -27 -28 -29 29 -31
leaf_value=-0.015613137755281887 0.0024497807672599833 -0.00040068814360005357 -0.0016479475926017323 -0.0039985182517574937 0.0005968181060753662 0.0040233346032447536 -0.00090158216694841511 0.001316985890898249 0.0009554832622999343 -0.0034480285705241059 -0.00064408125454537178 0.084896229583733218 -0.092413243292454025 0.099505992293506207 -0.079645944419365566 0.09419073589108018 -0.050287012296995781 -0.0026267545197615734 0.00335070238437084 0.002389022339959415 -0.0028232716826209502 -0.0010288603023064509 0.0013648221230662151 -9.9640822415732739e-05 -0.0016092950414108556 0.038850303060995482 0.00021645228948261727 -0.001798123793749328 0.0047043562772501601 -0.00035024394603730907
leaf_weight=0.0014732265795904392 0.55301850537676844 0.50326019100612029 0.50743784059147623 0.53991003779269142 1.5309031995587052 0.53992359671573753 1.3852375266154697 1.0185044863901564 2.5484513201853138 0.56534426497455559 1.0199338497101675 0.012110205989301903 0.006549943839881874 0.0022564854937741075 0.0014088330573684971 0.0015150599945172871 0.0017075330681490808 0.55055186693480607 0.5275380319217281 0.55641901241449332 0.53500961811829384 1.5306853544461763 1.5262373079749547 18.97144961156782 1.5221797207236702 0.0011577856788562713 3.5371553459117422 0.51318660277751504 0.55075474105069533 1.512069046619217
leaf_count=156 68 9 23 100 87 56 28 23 44 45 375 16 23 12 30 27 212 115 16 40 54 38 27 2145 54 29 31 18 115 18
internal_value=-1.9082e-07 0.00109169 -2.79704e-05 -0.000807292 3.79916e-05 2.36307e-05 0.000769362 3.84611e-05 -3.73548e-05 -0.0012348 -4.09961e-05 0.0217875 -0.025774 0.0200803 -0.00459781 0.0134646 -0.0147257 1.88385e-05 -5.61458e-05 -1.0905e-05 -5.4365e-05 -5.29813e-06 0.000131303 5.76974e-05 -0.000494516 0.00835368 -0.000159681 -3.48881e-05 8.13067e-06 0.000999287
internal_weight=42.5733 1.05628 41.5171 2.57825 2.03834 38.9388 2.94367 2.40374 35.9951 1.61346 1.04811 0.0281791 0.0160689 0.00951892 0.00726244 0.00585361 0.00433855 34.3817 31.8332 31.2827 30.7263 30.1913 23.6012 23.0737 6.59002 0.00263101 5.06784 21.5475 21.0343 2.06282
internal_count=4034 77 3957 210 110 3747 107 51 3640 925 880 505 489 466 454 424 397 2715 2671 2556 2516 2462 2339 2323 123 185 69 2296 2278 133
is_linear=0
shrinkage=0.1


Tree=656
num_leaves=31
num_cat=0
split_feature=8 8 19 2 16 7 9 7 3 6 9 0 17 15 4 6 16 12 6 16 12 9 7 6 9 19 9 14 15 9
split_gain=0.000133918 0.000222276 0.000250184 0.000752655 0.000230574 0.000212764 0.00168676 0.000664612 0.000579742 0.00127266 0.0155381 0.00654514 0.00403627 0.000967166 0.00078699 0.000260085 0.000532393 0.00147046 0.000865497 0.00040207 0.000296167 0.000168843 0.000611983 0.00132313 0.000792106 0.00105456 0.000562745 0.000452407 0.000398297 0.00045524
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 201.70502722175004 22.764946765650006 23.109894804950002 195.30595290385003 23.150522195450005 93.579850604650019 16.525386113000007 184.36538191430003 85.812895065800021 188.83172615260003 37.491361913600009 178.59129095495004 16.525386113000007 22.654947022900004 63.174563425750001 14.955349429350003 22.544947280100004 82.696898122450008 201.61239113610003 25.335171910400003 14.205331905300001 204.89606367675003 13.251069136700002 201.32298960505003 192.04981134545002 34.694997775350011 207.04102956050002
decision_type=2 2 2 2 2 2 2 2 2 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 8 -7 13 10 -10 12 -12 14 -1 16 17 -9 -18 -17 -19 26 23 -23 25 -25 -22 -24 -26 -30
right_child=-2 2 3 -5 -6 7 -8 15 9 -11 11 -13 -14 -15 -16 19 18 20 -20 -21 21 22 27 24 28 -27 -28 -29 29 -31
leaf_value=0.00093143078173525207 -0.0015419601626091603 0.00010192995307229474 0.0047055469323738922 -0.00066928784944458679 0.0019471123787430057 0.0035320915402875831 -0.0058640289115158509 0.10004861069395288 -0.00036713179174593458 -0.00016337898676126546 -0.053731467217352107 -0.10029953902189404 0.032887964250003773 0.0046098334641024828 -0.0034367915690991348 0.00056362866968884587 -0.00071942608567064593 -0.0023708583155055501 0.0050300806192425489 -0.0020026704915183597 0.00012690861321799441 -0.0057744393827226133 0.003144892535454909 0.00041715299708679551 0.0027131098490865441 -0.005891151187933848 0.0034760226192769696 0.00010575822065869356 0.00084480893048864767 -0.0018865611553603755
leaf_weight=2.0283856736205106 0.55592693728028209 1.5109775201563018 0.54059959218230325 0.50290178601767366 0.57646183419274066 0.53677336355159511 0.55331244525486845 0.0014685220085216546 0.5134257409013776 2.900843086503134 0.01623508295133913 0.022037925918994006 0.0080455275165777218 0.56707678547900275 0.51770610399198069 1.0120609191944816 0.50183439408283337 0.52569961068963422 0.54743085325571883 1.5386652670667329 15.258895883289243 0.5450551708704533 0.53268103161317615 0.50558190658739455 0.5509806083655352 0.55689738604291961 0.51876612495107188 6.0862313561208392 1.5181925077374674 1.0203033203283665
leaf_count=74 201 16 24 25 36 29 59 1 192 471 33 19 31 58 236 16 10 54 50 31 1281 63 94 35 77 135 14 590 36 43
internal_value=-5.92025e-08 2.03424e-05 0.000924355 0.00211522 -3.81781e-05 -6.76099e-05 -0.000561383 4.32034e-05 -0.00011506 -0.00100577 -0.00537142 -0.0608423 -0.0250296 0.000875051 4.32242e-05 -1.67805e-05 6.93098e-05 -1.46801e-05 0.00228025 -0.000984431 -2.00005e-05 2.56135e-05 -0.000269158 -0.00114214 -0.000534031 -0.00288934 0.000237027 0.000350344 0.000275965 -0.000253017
internal_weight=42.5715 42.0155 2.55448 1.0435 39.461 38.8846 7.12707 31.7575 6.57376 3.46059 0.559744 0.0463185 0.0242806 3.11317 2.54609 31.2207 28.67 27.6208 1.04927 2.55073 27.6193 27.0936 11.3159 4.69701 4.15196 1.06248 15.7777 6.61891 3.08948 2.5385
internal_count=4034 3833 65 49 3768 3732 1173 2559 1114 746 275 83 64 368 310 2530 2483 2423 60 47 2422 2368 1073 389 326 170 1295 684 156 79
is_linear=0
shrinkage=0.1


Tree=657
num_leaves=31
num_cat=0
split_feature=8 8 16 10 3 3 10 13 16 5 15 5 0 3 2 6 9 12 12 14 3 15 3 19 16 15 4 6 17 8
split_gain=0.000108341 0.000180291 0.000241347 0.00019878 0.00745485 0.000276893 0.000171518 0.000369787 0.00101615 0.00170241 0.000455308 0.00043873 0.0003509 0.00117285 0.00174675 0.000344515 0.000172868 0.000128542 0.000616038 0.000154756 0.000847933 0.000324462 0.000787948 0.000266888 0.000242198 0.000234733 0.00886568 0.00505423 0.00215671 0.000677949
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 61.853356207250009 95.346167596350014 94.098723023850013 61.987779113750001 117.55283175385001 22.604947139800004 24.107645372150007 42.246988155050012 24.218679034200004 86.479632682150012 93.794927255050013 86.324034997400005 16.485385178400005 198.49982034990003 82.696898122450008 69.826413229550027 241.71484286130001 93.090551224900011 37.870720399650004 93.579850604650019 14.551174033150001 22.644947046300004 25.852338405700003 252.13038187165003 11.175261108200003 236.15709471040003 7.2443465838000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 10 16 -10 17 -12 13 14 -5 -14 -9 18 -8 21 23 24 -23 25 -19 26 -21 28 -28 -30
right_child=-2 2 -4 5 -6 -7 7 8 9 -11 11 -13 15 -15 -16 -17 -18 19 -20 20 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.043350129092590207 -0.0013864324425307073 0.0020075213714684449 2.7962542775899341e-05 0.00037207736931194085 -0.00053008286252178617 -0.0022989283067077928 0.0013593147278279482 0.00084999341519991292 0.0072014274443335385 -0.00070997549104254978 -0.0040979697620228605 -2.1792973441499819e-05 0.0016574548055082244 0.00040393200293895525 -0.0077158893703482452 -0.00093833456039372598 -0.00055964913409010182 0.00015187011053196281 -0.0035235656065959239 -0.094980135428824469 -0.0042201086064433983 0.0046977149829706098 -4.4419819421302827e-05 0.0021444518214882979 -0.0020534658394437228 -6.2640639672859871e-05 -0.10021197431406409 0.0008306116635071626 0.064586667273149753 -0.04172676608974725
leaf_weight=0.040525029405458435 0.55643306526753988 1.0376710580158026 1.5152396022830457 0.50403531192568107 0.86778253597106547 0.54891010431993592 0.51141009234967671 1.5307623114896367 0.58695806802279527 0.50687695941862776 0.54633508396570296 0.51105500231254963 1.0335449632893872 1.5248397000585727 0.56786460407238337 1.0118536159861831 2.0152583122125378 14.376102063278665 0.52221490761225198 0.01010832815436391 0.5177263190671092 0.5357763421106928 1.012633654354431 0.51692751277368998 0.51585969439474944 8.5980655783154045 0.0071344801420510362 0.53315652532489366 0.0011538906623542178 0.0012491668367040631
leaf_count=37 201 29 36 6 388 249 12 32 67 25 76 45 30 42 40 10 27 1044 60 72 21 27 30 22 12 397 669 222 41 65
internal_value=-2.09043e-07 1.81523e-05 0.000832586 -3.45436e-05 0.00142768 -6.89981e-05 -3.67858e-05 4.24709e-05 0.000870796 0.00353533 -9.13634e-05 -0.00212788 -0.000606296 -0.00137792 -0.00391272 0.000373324 4.88718e-05 -1.35098e-05 -0.00110765 2.89649e-05 -0.000277328 0.000218726 0.00159644 -6.61852e-05 7.5477e-05 -0.000191063 -0.00218849 -0.000460134 -0.0726139 0.0093224
internal_weight=42.5655 42.009 2.55291 39.4561 0.908308 38.5478 37.9989 33.3568 4.63986 1.09384 28.7169 1.05739 4.64214 2.59674 1.0719 2.0454 3.54602 27.6595 1.03362 26.6259 10.1855 16.4404 1.54841 9.6678 14.892 9.15087 0.552802 0.542694 0.00953754 0.00240306
internal_count=4034 3833 65 3768 425 3343 3094 2966 151 92 2815 121 128 88 46 40 59 2694 72 2622 1509 1113 57 1488 1056 1466 1069 997 775 106
is_linear=0
shrinkage=0.1


Tree=658
num_leaves=31
num_cat=0
split_feature=15 6 7 5 16 19 15 4 16 5 18 3 6 12 3 12 2 8 15 13 5 14 18 13 10 19 15 16 17 2
split_gain=0.000135401 0.000766064 0.000402123 0.000709527 0.000452034 0.000361578 0.000327832 0.000677315 0.000255217 0.000247365 0.00152771 0.000313901 0.000190312 0.000145625 0.000508397 0.000368487 0.000367547 0.000602178 0.000332545 0.000666822 0.000273308 0.000266145 0.000204322 0.00310046 0.00519338 0.00141515 0.00442689 0.000286423 0.0121622 0.00426544
threshold=43.890399822900008 16.405383309150004 23.127267687200003 24.041678002600005 22.604947139800004 14.251149826300002 42.713473568600008 287.13979489680008 22.684946952700002 22.649179082500002 13.204532713600001 93.819123378250012 16.555386813950005 147.88310320375004 93.281431752200021 144.57070813310003 134.33885108415004 8.543332867800002 40.682889193900003 117.55283175385001 21.386268748550005 228.85312745180002 16.587089536200001 99.604685275000008 77.086159974350025 12.350996516100002 24.719476717350002 18.764956119400004 192.28474763930004 181.73369492375005
decision_type=2 2 2 2 2 2 2 2 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 12 -4 -5 -6 8 -8 9 13 11 -11 -3 15 16 20 17 -15 19 21 -1 -18 27 -24 -25 -26 -27 28 -23 -30
right_child=1 2 3 4 5 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=4.6154223029415878e-06 -0.0040915228207133629 -0.0030488817823481908 0.0039011399872107538 0.0012936038966126961 0.0002199117119260706 -0.0035301145491596513 0.0033358142979376519 -0.00044723186249807543 -0.0020551925813655368 -0.002572166773732845 0.0055366513312543981 0.00046264908158620679 -0.0003279164850894985 -0.004189892216844863 -0.0019862483293282898 0.0027599938397513298 0.0021821997662069292 0.00060079252906342475 -0.0024074407800318276 0.0025881459335497601 0.0022466190029022007 0.00075254544447123355 0.00022988882565325573 -0.062038580198145579 0.086279902499801359 -0.1000277199836174 0.085635584234988571 -0.00012223560162990789 -0.092327110841384702 0.0070139277773967187
leaf_weight=16.893494956238044 0.53059230195146234 0.51619503401618716 0.53130357599820888 1.0180732788195856 0.50784483726692975 0.52079117011032849 0.89677707376813187 1.0021433033978742 0.59916191693497367 0.5142257392751598 0.56249050891192709 1.0107054543430058 0.51202640870451432 0.54297063230109788 1.5407627633652357 0.52727137455210638 0.51214483067070737 0.5077288576594583 0.52131820438977428 1.046194387858576 0.56180716096120775 0.53407514013996649 0.50835260192169851 0.0040236453144677489 0.010687350419175345 0.0019059277370274677 0.0039371359789015514 10.098081658845699 0.019596954628010699 0.0055452443226052797
leaf_count=1049 93 60 15 21 11 51 40 26 123 19 96 509 23 65 46 59 10 10 38 23 134 307 599 19 9 34 30 200 107 208
internal_value=-2.40443e-07 -0.000543834 -2.1856e-05 0.000645032 -0.000200218 -0.0016787 5.82821e-05 0.00133934 -8.31662e-06 2.58192e-05 0.00108231 -0.000560729 -0.00169391 -3.93507e-05 -0.00026026 0.000155451 -7.45075e-05 -0.00187489 6.80889e-05 0.000169351 7.67754e-05 -4.69641e-05 -0.000149023 0.00176942 0.0398459 0.0646455 0.0250747 -0.000244233 -0.00244721 -0.0704169
internal_weight=42.5622 4.13683 3.60623 2.57801 2.04671 1.02864 38.4254 1.89892 36.5265 35.9273 2.08742 1.52493 1.02822 33.8399 15.8573 17.9826 14.3166 1.0507 13.2659 12.7445 17.4553 11.6984 11.1862 0.528907 0.0205541 0.0165304 0.00584306 10.6573 0.559217 0.0251422
internal_count=4034 274 181 98 83 62 3760 66 3694 3571 624 528 83 2947 1705 1242 1659 75 1584 1546 1183 1523 1513 691 92 73 64 822 622 315
is_linear=0
shrinkage=0.1


Tree=659
num_leaves=31
num_cat=0
split_feature=19 12 5 15 6 6 17 2 18 9 9 9 9 9 2 17 17 9 5 9 0 10 9 15 15 17 12 12 16 6
split_gain=0.000126492 0.000514928 0.000513581 0.000534464 0.000425573 0.000542112 0.00156392 0.000415556 0.000361177 0.00046323 0.000359641 0.000250336 0.000476686 0.000420522 0.00375849 0.000458516 0.000886134 0.000573277 0.00022241 0.000673343 0.000976495 0.00066354 0.0003638 0.000217985 0.000493615 0.000379475 0.000230631 0.000355878 0.000375697 0.00119998
threshold=14.451165964200003 89.368262418900017 20.305669781650003 35.965617804200001 16.425383776450001 16.535386346650004 198.89195247110004 159.16196025500003 13.754580103150001 185.44496129890004 192.39832633775004 198.96357396150003 198.16621393750003 200.84017322135003 53.810443956900009 194.17433468975003 183.58889821140002 200.52256857420005 16.351273197450002 210.65484416470002 102.31465107045001 75.166600869200025 218.52376939385002 44.521563843850011 41.800301886400014 188.10488866565001 174.18091207835002 145.97209859650005 19.644954061550003 14.335334942800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 8 6 -6 10 9 -5 -7 12 -1 15 -15 16 -13 -18 19 20 -16 23 -21 24 26 -25 27 28 29 -20
right_child=1 2 3 4 5 7 -8 -9 -10 -11 -12 13 -14 14 18 -17 17 -19 21 22 -22 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00027657878499913544 -0.018808828547940762 0.003424706701240779 -0.0028344484073863606 0.00024706519259854251 0.0066890626463414387 0.0028905142549290868 0.0001474976722672362 -0.0024133099056541075 0.0012862242881536122 -0.0039916840692739526 -0.00076571418815113076 0.00031458352146874184 -0.003299308325151692 0.070621077384236883 0.005388022700944157 -0.00013558461263529558 0.0063314533622360588 0.0017055099048550631 -3.3546003614737904e-05 -0.003088994022988234 0.00018728987581817581 -0.0037467350076720927 0.00064846836428300049 0.00041775125140108425 0.0029827585834042566 -0.0034418063198996297 -0.00071639760033329069 0.0015385347378365692 0.0012222218141464186 -0.005039876290243021
leaf_weight=14.217137422771952 0.013876028388043582 0.53691327756769158 0.52971547323500079 0.50231783663184637 0.56828742833807 0.5221830162045078 1.024030630629795 0.53010066878124451 0.52842309691487788 0.52969926275505186 0.5549377379063003 1.5053278383648945 0.54159012035279452 0.0075158147083190787 0.56191810947737542 2.0097258994911442 0.54953839859126652 0.52271061588544399 4.5051882814768716 0.52409076641252095 1.0098462826644841 0.52662868197169466 0.51771047426028804 0.50193392185640451 0.52456952128416467 0.51728212555008746 4.5633273013037732 1.5436581012666009 1.5328617206941997 0.53571109815233242
leaf_count=2175 37 62 53 8 74 17 22 56 64 46 27 18 40 7 111 46 26 14 27 100 157 66 190 7 35 39 246 37 40 187
internal_value=-2.45612e-07 0.000432022 0.000477844 0.000178733 0.000514055 0.00117439 0.00248214 -0.00012123 -0.000839902 -0.00192854 0.00100681 -6.90031e-05 -0.000387502 0.000145056 -7.98153e-05 0.000996648 0.00187945 0.00407635 -0.000110416 0.00073982 0.00204659 -0.000261058 -0.00123171 -0.00013201 -2.32537e-05 -0.00154109 -0.000147605 0.000172151 -0.000148705 -0.000565583
internal_weight=42.5588 5.84048 5.82661 5.2897 4.75998 3.19954 1.59232 1.60722 1.56044 1.03202 1.07712 36.7183 14.7587 21.9595 17.3722 4.5873 2.57758 1.07225 17.3647 2.61357 1.57176 14.7512 1.0418 14.2245 13.2053 1.01922 12.6807 8.11742 6.57376 5.0409
internal_count=4034 466 429 367 314 196 96 100 118 54 44 3568 2215 1353 1249 104 58 40 1242 558 268 684 290 618 572 46 537 291 254 214
is_linear=0
shrinkage=0.1


Tree=660
num_leaves=31
num_cat=0
split_feature=0 15 15 10 7 15 13 16 16 13 16 3 19 19 10 9 9 16 2 12 16 18 7 18 7 19 7 3 15 10
split_gain=0.000111691 0.002293 0.00372554 0.00205268 0.00184682 0.00144474 0.00118708 0.00115457 0.000888643 0.000673646 0.000539389 0.000182129 0.00018728 0.000175509 0.000426848 0.00118971 0.000945368 0.000294031 0.000209634 0.000434091 0.000193236 0.000504986 0.00113993 0.000271729 0.000496312 0.0010402 0.00028422 0.000652017 0.000744636 0.000258401
threshold=85.121961326250016 43.030193406950012 41.195083317300011 60.613977009100005 20.627182001100003 35.098844929350008 121.87049551135001 22.764946765650006 23.264945596400004 120.52088952990002 22.704946905950003 93.846007959550022 14.351157895250003 14.451165964200003 62.057679025150001 196.64273721640004 201.32298960505003 22.574947209950004 32.468269602050007 63.174563425750001 22.534947303500005 13.712081531300003 23.032902590750002 13.043896815850003 23.271765593750004 14.351157895250003 23.851446749400001 93.181958801350021 34.694997775350011 61.950140699950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 9 -5 -6 -1 11 13 -13 18 15 -15 -17 -16 -2 -20 21 22 -21 29 25 -25 -26 28 -28 -22
right_child=10 -3 -4 7 8 -7 -8 -9 -10 -11 -12 12 -14 14 17 16 -18 -19 19 20 23 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.009828872730834463 0.040237834223561877 -0.00026912707962622377 -0.086379589216222713 -0.024870035449086669 -0.10004175661879078 0.10001814934040319 -0.10003465678849761 0.10002495411871642 -0.013041405690248115 0.083442784406633275 0.0030105065065253785 4.5314613590056816e-05 -0.0026520945363545183 0.0055266437451705064 -0.0022753551642788641 -0.0015993654850465706 0.0036102413596278008 0.00029213308504045165 -0.029219738676726094 -9.8143904403862712e-05 -0.0003801282247523415 3.1919432113338375e-07 0.0055657077197004603 -0.0041376067401876614 5.8539042954554454e-05 -0.00027498846990017025 -6.0806797903371982e-05 0.0015228429681426489 -0.0054145265486532073 0.001864296935505902
leaf_weight=0.0033212088880634552 0.0012907092604937933 0.87373081236364669 0.0081840129677175355 0.0010466512240395942 0.0032519762414193187 0.0014348789991345257 0.001212245582792093 0.0025277082459069788 0.0018373923994658981 0.0010097702190527968 0.59597598440268384 0.50387929728004988 0.52617768238194151 0.57434673491661614 0.57090341957882662 1.0113070537213387 0.53134360718559026 2.0394413604924182 0.0051058633107378118 1.0213018981237869 1.0160483534564257 17.971815366104508 0.5449609926626201 1.0586557028553891 9.0588919555339071 2.0419235573508558 0.50011705636279546 0.50993675828794938 0.54064533763448708 1.0359866337712444
leaf_count=309 6 27 16 254 51 3 17 6 11 15 51 48 126 39 87 22 40 76 6 115 13 2319 96 40 68 57 3 12 72 29
internal_value=-8.32702e-08 -0.00110378 -0.0317119 -0.00310899 -0.0228245 0.0105848 -0.0125653 0.0634529 -0.0686324 0.0119175 2.36957e-05 -1.96529e-05 -0.00133259 1.41283e-05 0.000586338 0.00164149 0.000195008 -0.000269397 -6.24869e-05 -6.39602e-05 -5.97431e-05 0.000150404 0.00187252 -0.000320231 -0.000480862 -0.00159383 -0.000155604 -0.00140659 -0.00284191 0.000752988
internal_weight=42.5576 0.897557 0.0238258 0.0156418 0.0120675 0.0069781 0.00554322 0.00357436 0.00508937 0.00433098 41.6601 41.0641 1.03006 40.034 4.72734 2.117 1.54265 2.61034 35.3067 35.3054 35.3003 19.5381 1.56626 15.7622 13.7102 3.10058 10.6096 1.5507 1.04076 2.05203
internal_count=4034 709 682 666 406 344 341 260 62 324 3325 3274 174 3100 264 101 62 163 2836 2830 2824 2530 211 294 252 97 155 87 75 42
is_linear=0
shrinkage=0.1


Tree=661
num_leaves=31
num_cat=0
split_feature=15 13 19 5 6 3 19 15 15 9 10 10 16 5 7 17 6 4 16 13 8 3 3 6 16 9 19 8 6 5
split_gain=0.000184624 0.000294113 0.000267792 0.000154579 0.00675973 0.00654933 0.00153847 0.000363512 0.000162896 0.000852843 0.00179895 0.00039392 0.000308608 0.0010036 0.000205785 0.000979451 0.000179416 0.000650811 0.000645104 0.000613566 0.00038578 0.000170058 0.000407409 0.000362993 0.00137623 0.000251431 0.000136615 0.000135466 0.000129837 0.00070212
threshold=46.683480308100009 117.61735474900001 14.651182102100002 24.279163357700003 16.505385645700006 93.620177476600006 13.551093343600002 45.169600924000008 41.492094664050008 195.70012057590003 62.030794443850006 62.084563606450011 22.674946976100003 20.911722254300006 22.649177329550003 192.77618096940003 16.465384711100004 263.48865013970004 22.644947046300004 117.72489307420001 8.3434888241000014 93.794927255050013 93.281431752200021 15.975373262050001 22.544947280100004 207.69346988305003 14.351157895250003 8.543332867800002 14.980350013450002 19.925387549600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -7 8 12 14 -11 -12 16 -14 -10 -16 18 20 21 -19 -18 22 23 28 -25 -24 -26 -22 -1 -30
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 11 -13 13 -15 15 -17 17 19 -20 -21 27 -23 25 24 26 -27 -28 -29 29 -31
leaf_value=3.961147820225727e-05 -0.0030268026924563794 -9.1961725218582367e-05 0.0022265472125714897 0.094914450079479462 -0.0003533054335337813 0.037709411081502227 -0.1000986936170814 -0.0018757811542369374 0.00021058955217924383 0.0070952818547731049 -0.0019568317515805951 0.0019432350987483226 0.001435106981664483 -0.0047403240232871333 -0.0046027461925375671 0.0015299454521971781 0.0017186038524125234 -0.0051024420202506124 0.0035823120958357658 -0.00022201711620461657 -0.00091892526916992172 0.0018678407887551388 -0.0034446756999080442 0.0055541797675508616 -0.00048078526276128784 -0.00030996040083413603 0.00086091671022566754 4.022126020939134e-05 -0.0038905215272487092 0.00029218728688918202
leaf_weight=17.398699681129024 0.51439149547312579 1.0157271567550341 0.5526552295896171 0.01368925855886069 0.5208622521512436 0.0012013705127933696 0.0024873578698523247 1.0201589689365338 1.9248791529062166 0.54961095462931542 0.5115749048221685 0.52449958816417297 0.5145393741186115 0.53866604875128132 0.52048686982777759 0.52120788780985094 1.0487717998929298 0.53219495195469313 0.53510626121715077 0.49925780296325684 2.5206408444282711 0.51663481578035586 0.52519360473161103 0.56934413368890036 1.5035139739629815 0.49896422773599625 1.5323622758733106 3.5412940109305651 0.54232737549500587 1.5435884487354656
leaf_count=2245 92 44 67 20 480 43 39 38 28 28 11 43 18 80 20 21 37 51 37 2 24 118 41 126 12 2 42 85 85 55
internal_value=-6.38376e-08 -0.00107859 4.01627e-05 1.03069e-05 0.00169368 0.063047 -0.0552164 -1.23822e-05 3.64689e-05 0.000598585 0.00247073 1.75277e-05 -3.80019e-05 -0.00172334 -0.00040211 -0.00153428 1.52891e-05 -0.000392741 0.000147304 -0.00274015 -5.22342e-05 7.26773e-05 3.42165e-05 0.000120784 0.00104255 -0.00191746 0.00019644 -0.000358606 -4.97691e-05 -0.000795295
internal_weight=42.5545 1.53012 41.0244 40.4718 0.53824 0.017378 0.00368873 39.9335 38.9134 4.55226 1.58569 1.03607 34.3611 1.05321 2.96657 1.04169 33.3079 8.14216 25.1657 1.03145 7.11071 24.6306 24.114 23.0898 3.60522 1.02416 3.03588 6.06193 19.4846 2.08592
internal_count=4034 136 3898 3831 582 102 82 3249 3211 151 82 54 3060 98 69 41 2962 199 2763 53 146 2726 2608 2565 180 43 54 109 2385 140
is_linear=0
shrinkage=0.1


Tree=662
num_leaves=31
num_cat=0
split_feature=5 15 6 18 3 8 8 6 5 9 19 9 0 16 14 16 16 13 15 19 16 5 6 18 16 9 7 0 0 0
split_gain=0.000189488 0.00122355 0.00039996 0.00040332 0.000585076 0.000216528 0.000167336 0.000261863 0.000705545 0.000325932 0.000941773 0.000486505 0.00069255 0.000343012 0.000311359 0.00475539 0.00288801 0.00436474 0.00227433 0.00160884 0.00207103 0.00121644 0.00106816 0.00166599 0.000980056 0.000651611 0.000238434 0.00319482 0.00447166 0.00602945
threshold=23.545618314050007 42.713473568600008 16.405383309150004 13.565177112500001 93.579850604650019 8.8430989333000021 8.7431769115000026 16.455384477450004 22.649179082500002 190.73543849905005 14.351157895250003 195.70012057590003 86.692020874450009 22.594947163200004 285.93967426180006 22.614947116400003 22.554947256700004 113.13031812925001 35.83914456115 13.851117550450002 18.634956423400002 18.066672237450003 13.65531905435 16.345897915850003 17.684958644900004 213.27127849780001 22.721067571950005 89.813320763900023 86.054856297550018 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 4 -4 6 7 8 14 10 -9 12 -11 -13 26 16 17 18 19 20 21 22 23 -16 25 -25 27 28 29 -1
right_child=2 -3 3 -5 -6 -7 -8 9 -10 11 -12 13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.031951916142385774 -0.0031731644935543502 0.004775465157141094 -0.0036926376382001138 0.0023183206542392357 -0.00015967593737438053 -0.0019851255244072116 0.00091923087049255395 -0.00063324632185298921 0.0037716051550404327 -0.0049478947222640042 0.0041675654634640976 0.00019484881465944628 -0.00067922151952575557 -0.0013989926880887879 -0.10002118416192683 0.064984554853545345 -0.00064755862719797835 0.086957091061568403 -0.10006064656324012 -0.10007822358689791 0.093566731452057822 -0.10001503566073906 0.061215304602632928 0.02923374972287035 0.095524177668001697 -0.056213364196384112 -2.1963441086885258e-05 9.1158460370530228e-05 0.067203068530358054 -0.10023962466851538
leaf_weight=0.012466090914527106 0.52483087329896339 0.54710341025853537 0.5326917296952155 0.53680143065291197 3.9045998694539947 0.53540461146315621 2.0452836247713995 1.5131814214638537 0.53030889815543858 0.6106141467753331 0.5597792197295347 4.0327456873781102 1.0066560154966024 2.029938838966018 0.0015366248975416602 0.011894151168235112 0.50425592718238477 0.0096239039048668928 0.0019108219517129923 0.001112214245510384 0.0033439073112617743 0.0010278557202738911 0.0032425517274532467 0.0021113282483326687 0.0012552044024687348 0.0015459518173424058 22.559480009751429 0.50596333517781844 0.017421823374540679 0.0047709161508464595
leaf_count=88 142 66 23 75 619 97 40 18 51 41 60 57 13 24 163 32 21 20 78 10 12 82 14 402 18 128 1443 121 70 6
internal_value=1.43676e-07 8.14358e-05 -0.000547635 -0.000270608 -0.000583804 1.10896e-05 4.08015e-05 -1.21557e-05 0.000164313 -0.000449547 0.000663158 -0.000749886 -0.0022909 -0.000338809 8.34023e-05 0.00245065 0.00104983 0.0330942 0.00275604 0.0157021 0.0248586 0.00342543 0.0143959 -0.00914449 0.0192817 -0.0068852 2.77713e-05 0.00210314 0.0314748 -0.0046365
internal_weight=42.5529 37.054 5.49892 4.97409 4.43729 36.5069 35.9715 33.9262 24.1733 9.75292 2.07296 7.67995 1.61727 6.06268 23.643 0.54286 0.530966 0.0267104 0.0170865 0.0151756 0.0140634 0.0107195 0.00969166 0.00644911 0.00491248 0.00365728 23.1001 0.540622 0.0346588 0.017237
internal_count=4034 3175 859 717 642 3109 3012 2972 2759 213 78 135 54 81 2708 980 948 927 907 829 819 807 725 711 548 530 1728 285 164 94
is_linear=0
shrinkage=0.1


Tree=663
num_leaves=31
num_cat=0
split_feature=5 15 6 18 18 0 18 8 13 17 8 16 6 5 2 9 2 14 18 16 13 15 19 16 5 6 18 16 9 6
split_gain=0.000153488 0.000994543 0.000323124 0.000327033 0.000511534 0.00036595 0.000299604 0.00017519 0.000158152 0.000169789 0.000135581 0.000233322 0.000212145 0.000573126 0.000291534 0.000429101 0.00125359 0.000254932 0.00486676 0.00246789 0.0038569 0.00204401 0.00143575 0.00186959 0.00108359 0.00125306 0.00137618 0.000882904 0.000545976 0.000228015
threshold=23.545618314050007 42.713473568600008 16.405383309150004 13.565177112500001 13.3584252364 85.877418060900013 13.314799198000001 8.8430989333000021 117.51519334005 187.88259729165003 8.7431769115000026 22.614947116400003 16.455384477450004 22.649179082500002 154.31016903475003 205.22231928645002 217.08409765600001 285.93967426180006 13.603286548350003 22.554947256700004 113.13031812925001 35.83914456115 13.851117550450002 18.634956423400002 17.089764221050004 13.65531905435 16.345897915850003 17.684958644900004 213.27127849780001 16.515385879350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 6 -6 8 10 -4 -10 12 -12 13 17 29 16 -16 -1 -19 20 21 22 23 24 25 26 -20 28 -28 -14
right_child=2 -3 3 -5 5 -7 -8 -9 9 -11 11 -13 14 -15 15 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=2.5015202921201777e-05 -0.0028500483922347759 0.0043122666199079127 0.0012687013546786542 0.0020897922126215935 -0.00057983533556745773 -0.0043641318275346626 0.0022918485903310986 -0.0017843400659977153 -0.00023339978507534674 -0.0022894584716785537 0.0018809946452556768 -0.00025602430327368751 -0.00097087032587940395 0.003403494812755144 -0.0060884785492464379 -0.00022245231825773453 0.00074065913269547392 0.10000494087010632 -0.10002062581851628 -0.00019785571324443317 0.08466240649620449 -0.10005487593444735 -0.10007077896434796 0.092288478693414611 -0.067679161001299504 0.078796746139698184 0.026838811080479287 0.094604704380699789 -0.052245631124196827 0.00027833281933977669
leaf_weight=23.099073182097857 0.52584284223978173 0.54537836000838424 0.50944614167780766 0.53599938699569438 0.50683868034164958 0.51537400291272206 0.51221882519073414 0.5360505365330529 1.8845525703213546 0.51042464463348691 1.0367032834183183 1.0073350007078261 2.0418256178163556 0.52897288634322848 0.56487026483227987 1.4984447216993428 0.5128276650443695 0.0050424329170916096 0.0012432259955064097 0.51084676480604685 0.008932386426749872 0.0017290777908485202 0.0010064440799624217 0.0030655475976857369 0.001779375277231072 0.0024283708335133269 0.0020892204433484484 0.0011462559260735361 0.0014995018490964185 5.137939740762036
leaf_count=1728 142 66 380 75 27 15 17 97 164 39 28 12 41 51 43 17 22 19 148 50 20 78 9 12 90 11 400 18 125 90
internal_value=2.8752e-07 7.34682e-05 -0.000492625 -0.000243445 -0.000525187 -0.00248778 6.19944e-05 1.01411e-05 -0.000331259 -0.000671593 3.68846e-05 0.000827837 -1.0772e-05 0.000148106 -0.00040437 -0.00131697 -0.0028388 7.52626e-05 0.00222144 0.00130113 0.0320304 0.00262339 0.0150753 0.0238206 0.00321461 0.0182203 -0.00638608 0.0181988 -0.00620561 -7.69232e-05
internal_weight=42.5509 37.0502 5.5007 4.97485 4.43885 1.02221 3.41664 36.5049 2.90442 2.39498 35.9688 2.04404 33.9248 24.1689 9.75591 2.57614 1.0777 23.6399 0.540809 0.535766 0.0249194 0.015987 0.0142579 0.0132515 0.010186 0.00840658 0.0059782 0.00473498 0.00358872 7.17977
internal_count=4034 3175 859 717 642 42 600 3109 583 203 3012 40 2972 2759 213 82 65 2708 980 961 911 891 813 804 792 702 691 543 525 131
is_linear=0
shrinkage=0.1


Tree=664
num_leaves=31
num_cat=0
split_feature=19 12 5 15 6 6 5 2 2 9 8 9 9 9 2 17 17 9 15 15 17 4 14 12 16 10 15 9 7 2
split_gain=0.000138676 0.00042042 0.000395089 0.000385173 0.000458043 0.000455787 0.00130243 0.000384133 0.00035799 0.000317705 0.000276809 0.000213458 0.000388996 0.000378659 0.00326354 0.00034747 0.00078608 0.000527969 0.000219825 0.000413919 0.000389762 0.000217504 0.000348004 0.000416774 0.000500114 0.0161174 0.0157047 0.00478836 0.00375814 0.00276513
threshold=14.451165964200003 89.368262418900017 20.305669781650003 35.965617804200001 16.425383776450001 16.535386346650004 21.454033346250004 159.16196025500003 168.06224882620003 192.39832633775004 8.3434888241000014 198.96357396150003 198.16621393750003 200.84017322135003 53.810443956900009 194.17433468975003 183.58889821140002 200.52256857420005 44.521563843850011 41.800301886400014 188.10488866565001 159.10550013555002 170.49106629835003 106.61257222060001 17.809958352600002 80.468240302450013 20.729785921300003 202.16842692300003 25.818239331450005 173.34516805710004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 8 6 -6 9 -5 -7 -10 12 -1 15 -15 16 -13 -18 19 21 -20 -16 -23 -24 25 26 28 -28 -25 -29
right_child=1 2 3 4 5 7 -8 -9 10 -11 -12 13 -14 14 18 -17 17 -19 20 -21 -22 22 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.00026539611871467355 -0.017301669806053254 0.0030823176901145499 -0.0023220449232674899 -0.0030119190942192765 0.00022294746208513248 0.0028707816439615982 0.0061600371845346455 -0.0021892984005935181 0.0018378785545361356 -0.00056501748478168399 -0.0014352218737215341 0.00023022792028631222 -0.0029944620750514705 0.067779087412036157 0.0010191864519807825 -5.0496987883286315e-05 0.0059444446327418183 0.0015000931200696375 0.0004446858735954777 0.0027404554502814126 -0.0034672658097602868 -0.0027729061639202375 0.0026234195229006396 0.051913137553061421 1.4536554859335931e-05 0.00015815151540592715 -0.019850738412626759 -0.10021440056897767 -0.017687068951118233 -0.022292072904735429
leaf_weight=14.215716047173963 0.0133063693992862 0.53540944925020983 0.53129425445581535 0.52602837377071932 1.0065734401532611 0.5218379618017932 0.58379632531411196 0.53006858489499098 0.51403452295414809 0.5557669115979138 0.51952061159387752 1.5043580336808724 0.54221755290518636 0.0070827614836187483 1.5211672955881077 2.0108448980824392 0.54786238867927728 0.52194658617372625 0.50202445079550873 0.52348496739846062 0.51695640361238304 0.52204224880115191 0.52404181363073199 0.013757386108408709 11.153281989950283 2.0109042594826203 0.012066789502569009 0.038551001918339267 0.017790329015497264 0.0051640050776295956
leaf_count=2175 37 62 53 39 14 17 82 56 26 27 53 18 40 7 91 46 26 14 7 35 39 51 90 15 431 254 9 95 29 96
internal_value=4.25676e-07 0.000453154 0.000493717 0.000231667 0.000516845 0.00120205 0.00240235 1.46712e-05 -0.000888217 0.00109879 0.000192642 -7.15648e-05 -0.000365664 0.000126141 -8.72451e-05 0.00093446 0.00170387 0.0037761 -0.000114932 -2.60785e-05 -0.00153995 -0.00011763 -0.00023858 -0.000142538 -0.00025192 -0.00166829 -0.043725 -0.0756164 0.0126643 -0.0910095
internal_weight=42.5489 5.83764 5.82433 5.28892 4.75763 3.19804 1.59037 1.60767 1.55958 1.0776 1.03356 36.7113 14.7579 21.9533 17.3683 4.58501 2.57417 1.06981 17.3612 16.3423 1.01898 15.8188 14.2976 13.7756 13.2515 2.09823 0.0873295 0.0557818 0.0315477 0.043715
internal_count=4034 466 429 367 314 196 96 100 118 44 79 3568 2215 1353 1249 104 58 40 1242 1196 46 1161 1070 1019 929 498 244 200 44 191
is_linear=0
shrinkage=0.1


Tree=665
num_leaves=31
num_cat=0
split_feature=19 2 16 5 16 19 0 15 19 15 9 6 2 9 18 4 8 15 18 10 3 15 2 9 6 4 5 5 15 15
split_gain=0.000147311 0.000195255 0.000185943 0.000198397 0.000284012 0.000188691 0.000748819 0.000565337 0.00045265 0.000722905 0.000635487 0.000383775 0.000203357 0.00652122 0.00411577 0.00661738 0.00358377 0.000626045 0.00195221 0.00266429 0.000158891 0.00173131 0.000391826 0.000374922 0.000965576 0.000369995 0.000357353 0.00057493 0.000188785 0.000651935
threshold=14.651182102100002 173.34516805710004 22.764946765650006 24.453399453300005 22.534947303500005 14.551174033150001 86.83719761350001 35.098844929350008 14.451165964200003 41.492094664050008 196.64273721640004 16.575387281250006 223.66947801700005 204.68881850780005 12.844794714750002 158.74242509745002 8.1436447804000007 16.701947052500003 17.323446153950005 83.740093847200015 93.499196860750018 16.914647018700006 41.467794892200004 195.94564826430005 16.525386113000007 299.26394832300008 23.545618314050007 22.580289596950006 39.883592142850006 39.296024648600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 8 -7 -8 11 10 -10 12 14 16 15 -1 -14 18 -16 -20 21 -19 -23 24 -22 26 27 28 29 -24
right_child=1 -3 -4 4 -6 6 7 -9 9 -11 -12 -13 13 -15 17 -17 -18 20 19 -21 23 22 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.066523979888616996 -0.00020143409512905883 0.0025188299196214374 0.0017452617186601007 0.00026250191549398986 -0.0030618236425999069 -0.0040982588527380612 -0.0018810088365439036 0.0028181953913660376 0.0014778433914278072 0.004541394260672767 -0.0024994128123835865 -0.0021302569545837129 0.055992501796428708 -0.00022817891804132679 -0.1000712558386318 0.093613023033628243 -0.095094465185294852 0.09995112075888303 0.091545609492361929 -0.10003299532576604 -0.0052431687179902171 -0.02695041092951252 -4.8631913598484105e-05 0.00015955139890363025 5.3546105710289743e-06 0.002718783004380929 -0.0025654186011118255 0.001958263386723271 -0.0013592275130509968 0.0035141845733552973
leaf_weight=0.0034190439360647371 0.52464568918116927 0.53084825237237965 0.58197317477316701 0.50587082576269926 0.52238440303542999 0.5427050033009938 0.50607189239417472 0.51811458531665266 1.5476091686396083 0.54278131162878818 0.5425801515364127 0.88087188320014931 0.0018381669946662136 0.51634461877107807 0.0024596523934956368 0.010521503055376469 0.01075945799055944 0.0017355368465484791 0.0019254057588113938 0.0011652350123591221 0.53675661277148634 0.0053657139214909879 26.026224701644004 2.5364811454654728 1.0102378020237663 0.52020727518174226 0.52173645229049626 1.5356082666061457 1.0283607087308713 0.52393016475252707
leaf_count=10 41 36 95 505 103 63 20 20 53 60 65 67 402 198 196 77 30 13 11 290 72 7 1318 31 11 150 13 34 33 10
internal_value=5.63589e-08 0.00116669 -2.96253e-05 -5.4878e-05 -0.00142635 -1.95125e-05 -0.00109511 0.000496221 2.44812e-05 0.00128979 0.00044541 -6.89016e-05 -1.67163e-05 -0.00196252 1.33197e-05 0.054338 -0.0730488 -8.79028e-06 -0.033591 0.0193165 -3.34767e-06 7.59055e-05 7.01585e-05 -0.000588762 -0.00181571 7.49663e-05 2.85586e-05 7.50437e-05 -2.98165e-05 2.16753e-05
internal_weight=42.5415 1.05549 41.486 40.9041 1.02826 39.8758 1.56689 1.02419 38.3089 2.63297 2.09019 35.6759 34.7951 0.528942 34.2661 0.0139405 0.0125976 34.2522 0.00555029 0.00309064 34.2466 30.1632 30.1614 4.08348 1.54699 30.1561 29.6359 29.1141 27.5785 26.5502
internal_count=4034 77 3957 3862 608 3254 103 40 3151 178 118 2973 2906 630 2276 87 432 2189 497 301 1692 1578 1565 114 83 1558 1408 1395 1361 1328
is_linear=0
shrinkage=0.1


Tree=666
num_leaves=31
num_cat=0
split_feature=19 2 16 15 9 7 12 18 7 16 15 9 10 10 5 6 9 15 18 9 12 12 5 4 9 4 13 12 8 3
split_gain=0.000119426 0.000158542 0.000150827 0.00020361 0.000589365 0.000160301 0.00104518 0.000762506 0.000671655 0.000572645 0.0158884 0.000777662 0.00580186 0.0071464 0.000433595 0.000437976 0.00102299 0.0003321 0.00126177 0.000161799 0.00247763 0.00196504 0.000491394 0.000490281 0.000386846 0.000572613 0.000561321 0.000279371 0.00783966 0.00774127
threshold=14.651182102100002 173.34516805710004 22.764946765650006 45.169600924000008 195.41812862360004 23.109894804950002 176.22193183745003 13.077716774800001 23.150522195450005 22.604947139800004 37.491361913600009 192.39832633775004 64.94239459915002 66.351146659450009 20.305669781650003 16.525386113000007 186.68586460755003 41.800301886400014 13.405476405600002 196.14870163055002 69.826413229550027 79.133367176650012 20.872540794500004 164.18548070700004 197.55459634620004 156.01728445355005 117.61735474900001 212.27786901720003 8.4434108459500017 91.867302775550016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 6 9 -8 -7 10 11 -1 -13 -14 -11 16 -16 19 -19 22 -21 -22 23 -10 26 -26 -23 -27 29 -29
right_child=1 -3 -4 4 -6 8 7 -9 17 14 -12 12 13 -15 15 -17 -18 18 -20 20 21 24 -24 -25 25 27 -28 28 -30 -31
leaf_value=-0.00053873154964885798 -0.00018125984587812256 0.002270874264025358 0.0015730119798050949 -0.0001239400279248005 -0.0038280943861480096 0.0036373245057355293 -0.00053271016196937491 -0.0059088372745283871 -0.0031094122034274149 0.0023365170098035865 0.068152426837815347 0.050527460449733011 -0.10015798763849804 0.038189381642715986 0.00067198085356311339 -0.00011245420827827657 -0.005539440046478444 -0.00024125511454197812 0.0053028999079032489 0.066538177033148599 -0.10006451221452968 0.0041459510711316953 -0.0034694486951729539 0.000145504018747241 0.0417979858558159 1.8976378461612217e-05 -0.0004788238647878066 0.0019173734139571784 0.0005794889299382183 -0.10051606417871711
leaf_weight=1.0246062955996129 0.52471331941205679 0.52997841057549522 0.58117507890034303 2.0190460186327237 0.54562118757707345 0.52839369536268321 0.50845205960533257 0.54832402160955196 0.5223778996791929 0.51505128029748437 0.035304637320223153 0.019582909538257698 0.0076027115034520421 0.0073370247844235514 0.52142941408965293 2.9044258923677262 0.53947093208398655 1.5118171093714639 0.56350408468908852 0.0056056008325019438 0.0019604655155543984 0.54810595639099691 0.52014991975662805 4.0555385856502646 0.003272414509409737 22.388924975921132 0.50354274921119213 0.013936188803522209 0.52229529143102482 0.015677550702093868
leaf_count=581 41 36 95 77 118 23 135 183 34 29 35 33 34 17 33 44 38 13 72 2 24 40 79 924 4 856 3 335 67 29
internal_value=9.14744e-08 0.00105093 -2.6626e-05 -4.93556e-05 -0.000911982 8.35286e-06 -0.00043876 -0.00332219 0.000101873 0.000107832 0.00215848 -4.13443e-05 0.0147207 -0.0322145 -0.000393084 -0.000747629 -0.00248654 4.19529e-05 0.00126413 -4.52047e-05 6.34623e-05 4.79346e-05 -0.000556843 -0.000225909 5.61138e-05 -2.98473e-05 0.00193155 -3.58139e-05 -0.00225845 -0.052311
internal_weight=42.5372 1.05469 41.4825 40.9014 2.56467 38.3367 6.63159 1.05678 31.7051 5.57481 1.09443 1.05913 0.0345226 0.0149397 4.48038 3.96533 1.0609 31.1767 2.07532 29.1014 24.0033 23.9977 5.09807 4.57792 23.9958 22.9441 1.05165 22.9408 0.551909 0.0296137
internal_count=4034 77 3957 3862 195 3667 1162 318 2505 844 700 665 84 51 144 115 71 2482 85 2397 1360 1358 1037 958 1334 1291 43 1287 431 364
is_linear=0
shrinkage=0.1


Tree=667
num_leaves=31
num_cat=0
split_feature=15 13 19 5 6 3 19 15 13 17 9 2 0 18 7 7 15 6 13 14 18 0 2 2 5 10 13 7 12 10
split_gain=0.000105671 0.000260856 0.000227016 0.000187055 0.00590366 0.00584339 0.00141303 0.000280748 0.000209912 0.000732485 0.00197692 0.000403635 0.00132188 0.00125921 0.00234922 0.00170402 0.000396464 0.000359513 0.000645011 0.000310453 0.00207918 0.0018252 0.000722004 0.000276474 0.000254087 0.000215084 0.000213764 0.00432638 0.0025061 0.00160408
threshold=46.683480308100009 117.61735474900001 14.651182102100002 24.279163357700003 16.505385645700006 93.620177476600006 13.551093343600002 45.169600924000008 117.64961624655002 188.19076296340003 205.22231928645002 171.97230602530001 86.256490657300006 12.794482498400003 22.061824394000002 21.147833206800005 43.030193406950012 16.525386113000007 117.54745483760001 257.84824695270004 12.844794714750002 85.495657006400009 166.17270395525003 176.09844955530005 22.649179082500002 62.111448187750007 115.51498049095001 25.271514403800001 226.61310041345004 66.351146659450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 -5 -7 8 11 16 -11 13 -13 14 15 -1 23 18 25 20 -15 -22 -21 -10 -23 -14 27 28 29 -27
right_child=1 -3 -4 4 -6 6 -8 -9 9 10 -12 12 17 19 -16 -17 -18 -19 -20 22 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.04535324423986424 -0.0026479174681915268 0.00011353844600916845 0.0020456283386961998 0.093869770056379753 2.9359420507931361e-05 0.034774437618829541 -0.10008937526641942 -0.0016590798390599287 -0.0034693220749103209 0.0069844270594615135 9.9454193362172926e-05 -0.0055634642523258631 -0.0017652447931101357 -0.10014573398288025 0.094287865884744013 -0.1001074114917892 0.00089733397705052138 -0.0028696124969747826 0.0032153021551069288 -0.0008857511985404065 -0.10012058101878295 -2.0596007266377225e-05 0.0043777099145594885 -0.00025322985914570412 0.0015718515003814886 -0.10022450382417103 0.00021654639467743632 -0.00031561998165947279 0.055567387411986274 -0.035047610151283652
leaf_weight=0.0017708039830567337 0.51543620726702943 1.0170741206674367 0.55154017833956359 0.01242642097699509 0.52208888886722626 0.00118715320118734 0.002248052524259414 1.0206718274692068 0.575460464443039 0.5770569021951818 1.5040165215748968 0.53077017200824617 1.0033613230618454 0.0020719312008407034 0.0039071888313628733 0.0014771458749425204 0.86875448911450792 0.5116701182549831 0.52941586815768449 0.51399581465520783 0.0018194940928947237 26.622853638694732 0.52866478432078667 0.49915357679128647 1.0411466511906144 0.0069959820113698725 3.0370598045383304 0.51822427877822774 0.0019429037476987624 0.0082043095456172527
leaf_count=79 92 44 67 20 480 43 39 38 53 48 25 39 32 5 6 4 9 13 31 130 33 1481 70 2 39 12 86 759 124 131
internal_value=4.51652e-08 -0.000815235 3.0519e-05 3.04166e-06 0.00185532 0.0619572 -0.0534826 -2.19251e-05 2.10424e-05 0.000704867 0.00200858 -5.78902e-05 -0.000793281 9.95361e-05 0.0420452 -0.0208013 -0.00069122 -0.000342519 -8.92407e-05 8.90825e-05 2.52473e-05 3.27492e-05 0.001783 -0.00197546 3.93364e-05 -0.000471574 -0.000108231 -0.00195064 -0.051376 -0.0650455
internal_weight=42.5325 1.53251 41 40.4484 0.537951 0.0158616 0.00343521 39.9105 38.8898 4.02444 2.08107 34.8654 6.14764 28.7177 0.00715514 0.00324795 1.94337 5.61687 5.1052 28.7106 27.6679 27.6658 1.04266 1.07461 27.664 4.57579 3.57243 0.535367 0.0171432 0.0152003
internal_count=4034 136 3898 3831 582 102 82 3249 3211 137 73 3074 1227 1847 89 83 64 1188 1175 1758 1558 1553 200 55 1520 1144 1112 1026 267 143
is_linear=0
shrinkage=0.1


Tree=668
num_leaves=31
num_cat=0
split_feature=16 7 18 5 14 18 7 2 16 10 8 7 15 16 7 9 16 8 8 7 6 6 16 14 12 14 7 6 8 9
split_gain=0.000131932 0.000118153 0.00145912 0.019146 0.00573679 0.000721957 0.00054346 0.000538739 0.000392846 0.0114155 0.00698762 0.00812381 0.00364571 0.00105551 0.000440932 0.000374815 0.000532714 0.000298206 0.000817062 0.000153314 0.000148497 0.000438648 0.000380935 0.00100792 0.00141103 0.00105792 0.000242542 0.000357997 0.00041696 0.00014526
threshold=22.764946765650006 23.109894804950002 13.314799198000001 21.500664456800006 226.88570021265005 13.24088655595 23.150522195450005 168.06224882620003 22.604947139800004 62.116825104000007 8.8430989333000021 22.516377366000004 34.139075990150012 21.094950670800003 22.792619241600004 185.44496129890004 22.624947093000003 8.3434888241000014 8.1436447804000007 22.407814303000006 16.525386113000007 16.555386813950005 22.644947046300004 128.57956104760004 63.174563425750001 143.06733454090002 23.397000037200005 15.155354102400002 8.6432548896500023 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 2 5 -4 -5 7 -3 8 9 10 11 12 13 -1 15 19 -17 18 -6 -10 22 -22 23 -8 -25 -26 -24 -28 -29 -27
right_child=-2 6 3 4 17 -7 20 -9 14 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 26 24 25 29 27 28 -30 -31
leaf_value=-0.025726689772818164 0.0014804714932906186 0.0032234887171284895 -0.00035674528355642541 -0.00073934969192063563 -0.025551021462877316 0.0035397651272241087 -0.10016837687779262 -0.0033370493416805171 -0.0012570747295507769 -0.00017040039836740571 -0.10021440098085149 0.09574651335025175 -0.10024315420173086 0.10002580109754773 -0.0022216874250528739 -0.00062419926683732554 0.0038420498514270319 -0.10038715988319764 -0.10029028076044522 0.00020488379900014385 -0.0023328994013756799 0.00033921220722366979 0.0024243825604794724 0.10004662489683835 -0.10009406603395746 -0.00044510972864934654 -0.0017399307142861498 0.0034539521511458972 -0.00056558456616818216 8.9633517678215061e-05
leaf_weight=0.0010696340973049825 0.59360919259614675 0.53407659942305841 0.52958915615880831 0.0083004082778311734 0.0021496082827783354 0.53692128087536328 0.0010052225552595875 0.5280766046809563 1.370078138017562 1.0206289335220859 0.0025779916613828382 0.025799850414841785 0.003442475397605449 0.0017752581334207207 1.0287389752068063 0.51304538249314624 0.55699933468454077 0.022638055596665319 0.0045774346711198177 1.5055881366424726 1.0196504653249001 1.5454985114056397 1.0284744906493863 0.0014087221352409021 0.0010566865385069893 6.6051715167299987 0.50548712437375787 0.53297510132961157 0.5003458497885731 21.998742718188328
leaf_count=326 120 29 213 26 57 66 1 190 36 172 4 23 4 3 29 16 55 28 6 12 22 51 15 1 2 1065 17 46 8 1391
internal_value=9.58516e-08 -2.08591e-05 -0.000375869 -0.00525625 -0.0741449 1.43381e-05 5.85041e-05 -0.000274306 -6.07532e-06 0.00174638 0.0581812 0.0709072 -0.0310195 0.0527449 -0.000377847 0.000102886 0.00170065 -0.0948938 -0.0764076 -0.00049165 8.40469e-06 -0.000722956 6.85833e-05 -3.61348e-05 -3.26162e-05 -3.75449e-05 0.00123546 0.000440841 0.00150765 -3.38486e-05
internal_weight=42.5295 41.9359 7.662 0.567255 0.0376655 7.09474 34.2739 6.55782 6.02974 1.05529 0.0346652 0.0320872 0.00628737 0.00284489 4.97445 3.94571 1.07004 0.0293651 0.00672704 2.87567 33.7398 2.56515 31.1747 28.6074 28.6064 28.605 2.56728 1.53881 1.03332 28.6039
internal_count=4034 3914 1266 330 117 936 2648 870 680 532 360 356 333 329 148 119 71 91 63 48 2619 73 2546 2460 2459 2458 86 71 54 2456
is_linear=0
shrinkage=0.1


Tree=669
num_leaves=31
num_cat=0
split_feature=16 0 3 6 9 6 6 4 14 4 10 6 10 5 8 18 7 5 15 13 12 15 9 16 5 2 7 7 13 15
split_gain=0.00010873 0.000480956 0.000217598 0.00472105 0.0041479 0.00571344 0.00276851 0.00145414 0.000131892 0.000494306 0.000612836 0.000304756 0.000288545 0.00241916 0.00409404 0.00261052 0.00141192 0.000842512 0.00210147 0.000499924 0.000477791 0.000370836 0.00114722 0.00164812 0.000943682 0.00036801 0.00141135 0.000611552 0.00177984 0.00257836
threshold=22.704946905950003 85.121961326250016 93.846007959550022 16.545386580300001 186.68586460755003 16.475384944750001 16.395383075500003 209.52275111965002 287.36199315565005 296.2109057141501 62.095317438950012 16.515385879350003 61.93938686740001 13.154029769200003 7.5441126493500006 12.794482498400003 22.671301016600001 12.679739965100001 26.912781836550003 97.612537800350012 144.57070813310003 43.890399822900008 179.18874144770004 19.029955499700005 22.649179082500002 41.467794892200004 22.181995028450004 22.381996090050006 98.050756475600011 13.019805569300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 4 5 6 7 -4 12 10 -10 -11 -1 14 16 -15 20 18 -16 -18 -14 22 23 -17 25 -24 -27 -28 29 -29
right_child=1 -3 3 -5 -6 -7 -8 -9 9 11 -12 -13 13 15 17 21 19 -19 -20 -21 -22 -23 24 -25 -26 26 27 28 -30 -31
leaf_value=0.001223652734913183 -0.00062814024299611988 0.003043656811008935 -0.10003188007312647 -0.00040737526992735301 -0.10008932268685596 -0.093282679168438798 0.067315663747097923 0.036473176578998012 -0.0048320489424370288 0.00034993337470705203 4.6254046720785906e-05 -0.0022552006990033823 -0.031229976311918414 0.07133184832957204 -0.053277745680329773 0.050555348530773418 -0.015175434929880497 0.094220737261470122 0.10003511466840787 -0.10006088841716079 0.055277551232596922 -0.0018973455055120868 -0.02774859455395038 -0.10004498778139792 0.0041442875868785683 0.056676575527176212 -0.056768084462571117 0.046644313091179598 -2.2115823878541376e-05 -0.10012090268253981
leaf_weight=2.0623440603085248 0.8920879246863922 0.59445259038147924 0.0019319505534356671 1.0094168323810984 0.0087330553999157567 0.0058094081453106119 0.006837517472409127 0.0013092316589726552 0.52188632261417434 3.5968775106934396 0.50836071403738292 0.51310548350170382 0.0010014850570263098 0.0051275008590953011 0.0015465409587900325 0.0010193205866916291 0.0010100567564597512 0.0072190734458672523 0.0021191335981711745 0.0022159034314750414 0.0017612983490778999 1.0262884959788596 0.0047897727054139186 0.0025310389319201931 0.55059412690752552 0.0043887311967435441 0.0018999657368138348 0.0017122770696030845 31.18006482150281 0.0039777736074704251
leaf_count=33 107 51 87 458 110 46 22 53 19 1007 105 31 33 12 98 80 290 17 2 49 40 33 5 11 35 9 4 9 1069 109
internal_value=1.94313e-08 0.000840174 -3.04155e-05 -0.00146266 -0.0447272 -0.0142969 0.0312309 -0.0448925 6.60769e-06 -0.000466274 -0.00242492 2.46988e-05 7.63325e-05 4.19161e-06 0.0378587 -1.52926e-05 -0.0285485 0.0743957 0.0353527 -0.073483 0.0239193 -2.64537e-05 3.40192e-05 -0.0568071 4.03758e-05 -3.20543e-05 -2.77982e-05 -3.57776e-05 -3.23213e-05 -0.0559556
internal_weight=42.5224 1.48654 41.0359 1.03404 0.0246212 0.0158881 0.0100787 0.00324118 40.0018 5.14023 1.03025 4.10998 34.8616 32.7993 0.0168735 32.7824 0.00598874 0.0108847 0.00366567 0.00322596 0.00276278 32.7773 31.751 0.00355036 31.7474 31.1968 31.192 31.1877 31.1858 0.00569005
internal_count=4034 158 3876 776 318 208 162 140 3100 1162 124 1038 1938 1905 529 1376 412 117 100 339 73 1364 1331 91 1240 1205 1200 1191 1187 118
is_linear=0
shrinkage=0.1


Tree=670
num_leaves=31
num_cat=0
split_feature=15 16 19 2 2 18 5 16 18 19 2 16 7 15 15 9 5 6 4 13 5 7 3 18 10 5 7 6 16 16
split_gain=0.000114455 0.000294761 0.000188209 0.000119792 0.000220651 0.000353221 0.000106752 0.00426125 0.00537217 0.00179753 0.000363619 0.000265287 0.000237689 0.000180855 0.000224523 0.000478796 0.000481725 0.00028584 0.000556353 0.000985275 0.000409994 0.000228356 0.000215555 0.000787351 0.00052545 0.000319474 0.000525603 0.000358605 0.00333689 0.013657
threshold=46.683480308100009 22.584947186600004 14.651182102100002 49.864842700850012 60.327272492300004 14.030930991100002 24.279163357700003 22.614947116400003 13.24088655595 13.851117550450002 272.26155691945007 18.924955745200005 23.271765593750004 45.169600924000008 42.713473568600008 195.94564826430005 23.928204628200003 16.455384477450004 263.48865013970004 117.69263157665002 22.649179082500002 22.814487719050003 93.281431752200021 13.222029912150001 62.041548276350007 20.971847224900007 23.626037400350004 14.815346158200002 20.704951582800003 20.404952284350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 13 8 9 10 11 -8 -10 14 17 21 -17 20 -19 -20 22 -16 23 -6 -25 27 -27 -26 29 -29
right_child=1 -3 -4 4 6 -7 7 -9 12 -11 -12 -13 -14 -15 15 16 -18 18 19 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=0.0015158623007640985 0.00015575429627127238 -0.0027641824930985958 0.0018699628059649 0.00040413566036654256 0.0040029424916619809 -0.0032933864730028809 -0.0076011850015418551 -0.00024580937579233648 0.071623927391998077 -0.1000900636124441 -0.037962908831085738 0.055281848915449995 0.09987049130138681 -0.001306047645835169 0.0011221034652545974 0.004676325366772302 0.00037176448861398468 -0.00022275979376891933 -0.0056025993108065946 0.0005122008035151035 0.0029177878698571419 -0.0010797766710212806 -0.00088568576670777679 0.0031976808651195607 6.7086510295754538e-06 -0.00021201270489385433 -0.0038374585851655135 -0.00013701800574504296 0.00026135420072223359 0.079802187966221461
leaf_weight=0.51918113100018004 1.0049885924512523 0.52701213135707003 0.54945871369181887 0.51380564727418121 0.52813900186252638 0.51966672428493155 0.0010784300777368803 0.51666696110027033 0.0052952328114610585 0.0021938317644027983 0.0010232958412282889 0.0017752836135596084 0.0068106965769823002 1.0228864763307033 0.87338712515293027 0.53993314722755037 0.50141568027174799 9.2003166302454051 0.54517683632673086 0.51002441313983127 0.52656139440636351 1.022332526489208 2.0414194216574577 0.53158544031247856 16.791334572734062 1.5164133104656401 0.54310377714421765 0.098517376802162882 1.5285402555018661 0.02729203567832883
leaf_count=41 24 112 67 34 57 47 314 61 36 67 48 36 9 38 18 47 3 196 59 20 61 27 151 33 2021 97 91 142 46 31
internal_value=-8.15255e-08 -0.000848711 3.16396e-05 6.65975e-06 -1.29699e-05 -0.00145511 2.53606e-05 0.00142839 0.0490169 -0.0277531 0.0131793 0.0315181 0.0875152 5.79255e-06 4.17429e-05 0.000880964 0.00260365 -2.99339e-05 -0.000472198 -0.00264705 0.000158011 -6.53367e-05 9.64512e-05 0.000189424 9.36838e-05 1.32145e-05 -0.00116806 0.000145107 0.00154983 0.0172043
internal_weight=42.5173 1.532 40.9853 40.4359 39.9167 1.03347 38.8832 0.534844 0.0181768 0.00607084 0.00387701 0.00285371 0.0121059 38.3484 37.3255 2.93707 1.04135 34.3884 10.2555 1.0552 24.1329 1.89572 23.6063 21.5649 21.0368 20.5052 2.05952 18.4457 1.65435 0.125809
internal_count=4034 136 3898 3831 3790 81 3709 571 510 465 398 350 45 3138 3100 95 50 3005 275 79 2730 45 2669 2518 2461 2428 188 2240 219 173
is_linear=0
shrinkage=0.1


Tree=671
num_leaves=31
num_cat=0
split_feature=15 16 19 16 19 3 15 19 9 16 9 6 2 9 8 2 14 15 18 7 6 7 2 19 16 0 16 16 16 12
split_gain=9.27139e-05 0.000238211 0.000152601 9.93298e-05 0.00015344 0.000602699 0.000450227 0.000351861 0.000454579 0.00069267 0.000388309 0.000319544 0.000113844 0.00607694 0.00252223 0.00147751 0.00011462 0.000553969 0.00322466 0.00610414 0.00136756 0.000910986 0.000355727 0.000265115 0.00012985 0.000446646 0.00603657 0.0106687 0.0175217 0.00727896
threshold=46.683480308100009 22.584947186600004 14.651182102100002 22.764946765650006 14.551174033150001 92.781378539900018 35.098844929350008 14.451165964200003 181.33671263215004 22.604947139800004 197.90890142995002 16.575387281250006 223.66947801700005 200.95377551580003 8.1436447804000007 237.82463207520001 300.92746350285006 16.701947052500003 12.844794714750002 22.061824394000002 13.245309474550002 20.086029836750004 41.467794892200004 14.351157895250003 22.534947303500005 94.047642319350018 20.844951255400005 20.404952284350003 19.974953289850003 115.02544258150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 6 -6 11 -9 10 -10 12 16 14 15 -14 17 20 19 21 -1 -19 -20 -18 25 26 27 28 29 -24
right_child=1 -3 -4 -5 5 -7 -8 8 9 -11 -12 -13 13 -15 -16 -17 23 18 22 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.086675696246466982 0.00014019061423052131 -0.0024833471739674367 0.0016850813787580741 0.0013145044365612691 -0.001672508358371213 -0.0036751014431600721 0.0025225627695110945 -0.00053006775248102319 0.0025738228798244979 0.0049999392672111414 -0.0012547785503774368 -0.0019319784150150978 0.099413270262253439 0.00010930310460092855 -0.10020084981728544 -0.055132256445530471 0.0026538242948602863 0.012656840070034984 -0.026199307941659752 0.092018471746484296 0.020466935480227232 -0.10010221247536011 -0.012031711541370449 -0.000573399674152994 -0.0002556961597470451 -7.3837252915152964e-05 0.00027044797123896013 0.060851200031461619 -0.10015349346370926 0.046518274541018194
leaf_weight=0.0024279245937941707 1.0048845815374114 0.52790055648468648 0.54880778271399222 0.57218208541826143 0.50651451045450702 0.54310571073690983 0.51691338801538222 1.0035263037498237 0.53208352919864388 0.56628465109198156 0.52757378395472188 0.88461391035003245 0.0011167565661621389 0.51725688269146586 0.0086293918143951487 0.0013868082617097023 0.5154630253575323 0.0010368985225660552 0.0051940617122444568 0.0093263482085603755 0.0023389379797943213 0.0023186696401791274 0.039084543550396214 0.50289825426807511 14.22035617410438 15.805421225086032 3.0405603904137024 0.046146637039782945 0.014204136785338051 0.046488966874658463
leaf_count=375 24 112 67 83 20 63 20 13 35 68 59 425 26 216 20 415 211 36 7 11 38 62 58 13 212 966 103 46 35 195
internal_value=2.15259e-07 -0.000763372 2.87736e-05 6.29293e-06 -1.24851e-05 -0.000982534 0.00044634 2.71959e-05 0.00114356 0.00217652 0.000667669 -5.51071e-05 -7.372e-06 -0.00146402 -0.0745633 0.0138053 1.50982e-05 -1.69227e-05 -1.20329e-05 0.0504038 -0.0341044 -0.0652587 -3.12808e-05 0.00106012 -2.71884e-05 0.000143909 0.00122396 0.0210919 0.0027034 0.0197764
internal_weight=42.516 1.53279 40.9833 40.4345 39.8623 1.56653 1.02343 38.2957 2.62947 1.62594 1.05966 35.6663 34.7817 0.52839 0.011133 0.00250356 34.2533 33.2349 33.2301 0.0126819 0.00476686 0.00335557 33.2175 1.01836 33.2123 18.9919 3.18648 0.145924 0.0997776 0.0855735
internal_count=4034 136 3898 3831 3748 103 40 3645 175 162 94 3470 3045 677 461 441 2368 2144 1731 109 413 98 1622 224 1615 1403 437 334 288 253
is_linear=0
shrinkage=0.1


Tree=672
num_leaves=31
num_cat=0
split_feature=16 8 0 6 6 8 6 3 0 7 5 17 9 19 18 4 7 0 7 5 2 9 9 4 4 16 0 18 2 18
split_gain=8.36804e-05 0.000627136 0.000167662 0.00397222 0.00251474 0.00201412 0.001752 0.000682755 0.000113637 0.000143684 0.000824664 0.000562738 0.000550696 0.00114632 0.00153545 0.000501519 0.0002816 0.000668335 0.000160058 0.000210792 0.00122529 0.00033735 0.000827305 0.000333666 0.000351687 0.00031441 0.000166884 0.000124339 0.00103813 0.000359654
threshold=22.704946905950003 8.543332867800002 85.683849075550015 16.525386113000007 16.475384944750001 8.4434108459500017 16.405383309150004 95.913432261900013 85.764502819450016 23.051546669900002 22.629964856950004 192.77618096940003 195.30595290385003 14.351157895250003 13.327513832500001 169.88079978325004 23.150522195450005 86.162394622750014 23.165384528550003 21.991679690250006 171.03679643640001 183.49441567960005 181.33671263215004 286.86996866160007 305.06590732205007 22.644947046300004 86.692020874450009 14.738651916450001 78.595990734650016 13.975517741000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 7 -1 -4 10 12 -12 13 15 -15 -10 17 -11 -18 21 -21 22 -20 -22 -25 27 -26 29 -29 -23
right_child=1 -3 8 -5 -6 -7 -8 -9 9 16 11 -13 -14 14 -16 -17 18 -19 19 20 23 25 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.10003975607073237 0.0023874414268653023 -0.0018224783702047694 0.0014638574642001163 -0.00035506375243780984 -0.10009618405186699 -0.1000779617735202 0.062801025147203232 0.0086315090313929324 0.00012965383072014447 -0.00090501652405139399 -0.0053130738499686976 -0.00065436853363946194 -0.0028489480238614797 0.0069454786476611371 -0.00063237076081115338 -0.0033219747530108812 -0.0017704012599210372 0.0041065797289413022 -0.019314446806287664 0.0051253659915748984 0.0013675081581513947 0.00014025031884977533 0.08545700876499332 -0.0015563168559799476 -4.9649803053614009e-05 -0.002504204921911877 0.0019482452719080221 0.004398327817253204 -2.0590947465896867e-05 -0.00081957819796013185
leaf_weight=0.0012709960040112461 0.90295314208196831 0.5818645897298893 0.52098057824753041 0.51002275456798218 0.0064572401249123335 0.002054913988496665 0.0032764129935098918 0.0010605679475898105 2.0100245040227387 0.52158510837762295 0.53026502420291854 0.50737528397746701 0.54435245036742674 0.55684802216273943 0.51439435299835168 0.53247486447396042 0.50300057398540232 0.5432479800771236 0.0014991829149505467 0.53553752163861457 1.5522343323466428 10.57887490836948 0.0015155756988178837 1.5257046642746979 2.0247740827662715 0.53196057301829469 0.52688247293687362 0.56429541143577111 9.1869539519693095 6.187095653616665
leaf_count=33 47 111 44 475 61 34 24 111 34 14 69 13 50 72 16 238 21 32 660 18 32 157 12 26 40 31 91 121 985 362
internal_value=1.86153e-07 0.000737674 -2.65051e-05 -0.00180356 -0.0541235 -0.0153839 0.0156503 -0.050608 -3.50793e-06 -2.26288e-05 -0.000513142 -0.00303511 0.000116206 0.000562859 0.00330671 -0.00059322 5.06375e-05 0.00165176 7.66663e-08 2.68865e-05 0.000554571 -9.33716e-05 0.0333561 0.000119756 -0.000355258 -9.70997e-05 0.000362888 -4.88109e-05 0.000235128 -0.000213952
internal_weight=42.5108 1.48482 41.026 0.524143 0.0141201 0.00766289 0.00560798 0.00233156 40.5019 39.9809 5.19573 1.03764 4.15809 3.61374 1.07124 2.5425 34.7852 1.06483 33.7203 33.2173 6.16513 27.0522 0.00301476 5.6296 4.07736 27.0492 2.55166 26.5172 9.75125 16.766
internal_count=4034 158 3876 738 263 202 168 144 3138 3094 492 82 410 360 88 272 2602 46 2556 2535 207 2328 672 189 157 1656 131 1625 1106 519
is_linear=0
shrinkage=0.1


Tree=673
num_leaves=31
num_cat=0
split_feature=13 13 13 13 15 13 10 10 6 0 8 5 12 9 17 4 9 0 16 9 4 17 3 8 8 6 15 5 6 16
split_gain=0.000109157 0.00140369 0.00148164 0.00221969 0.00028845 0.000243748 0.000132367 0.00138969 0.000805402 0.000241211 0.000575402 0.000480803 0.000658405 0.000108944 0.00173349 0.000228708 0.000133729 0.000304656 0.000137968 0.000424603 0.000960115 0.000409422 0.0002795 0.000744507 0.00227718 0.000434283 0.000190876 0.00131944 0.000758076 0.000501662
threshold=98.255079293500017 98.050756475600011 96.526400715600019 95.986020631400024 19.763739472850002 92.663086382150013 75.634392583900009 75.408562100950022 12.350288562550002 96.959242474650011 8.3434888241000014 16.569990495050003 63.174563425750001 181.33671263215004 167.67262050095005 137.02556730370003 186.68586460755003 85.667718326750006 22.654947022900004 194.56033515110002 284.07887079910006 188.19076296340003 93.281431752200021 8.543332867800002 8.3434888241000014 16.475384944750001 36.535628266450011 20.911722254300006 16.235379337050002 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 -2 -1 7 9 -8 11 -11 -6 -13 -14 -15 -16 17 -17 22 21 -21 -20 26 24 25 -24 27 -18 -28 -30
right_child=4 -3 -4 -5 6 -7 8 -9 -10 10 -12 12 13 14 15 16 18 -19 19 20 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.022784150229486207 0.0023252218193256183 -0.00074283953231714741 -0.081981886857218828 0.079237194813346901 0.0030629273757664163 -0.082925913941498605 4.7353545521568136e-05 0.0050435809778647499 -0.0041105619127065219 -0.0038384668186987611 -0.00024443547473279131 -0.032023712255468906 -0.001013581819053362 0.097171592580633182 -0.032439720073737716 5.1291651756542664e-05 2.9426378945079484e-05 0.0028521301215425191 -0.0016158374555693541 0.0050105166999891817 -0.0008895132127903797 0.0011789608868001593 -0.0017952174251225491 2.9102696347104307e-06 -0.0076187738707889797 0.0023201913814107403 -0.0031493904895791118 -0.00509730241828916 0.00022438992402420087 0.0019989371828593779
leaf_weight=0.001122520491866362 0.53485933781225625 0.49809636345044384 0.004410531132029355 0.0019861303239658706 0.51999965079090671 0.0016861397887526705 3.0201437529169719 0.54768314299872045 0.55083449320008515 0.54164796356062028 2.5084251946063887 0.0064194583187519019 1.0185058637316675 0.0018371560423336977 0.0021690227404168585 1.3710540171405146 11.761474684750096 0.54183705839523089 1.0583825975563259 0.57701590966121308 0.52837677476129663 1.0384749498824524 0.51139477146405632 4.0629201278696723 0.56924089875416917 0.51428083726099061 0.56529871277015686 0.52438611902457211 7.0685812579613394 2.0565749631568906
leaf_count=813 197 16 168 31 56 174 206 25 131 82 28 25 511 19 8 29 585 75 26 97 82 32 27 115 88 18 174 30 134 32
internal_value=1.59759e-07 -0.00145794 -0.0401516 -0.00167368 1.77708e-05 -0.0588894 -1.19917e-05 4.28532e-05 -0.000594018 -3.04785e-05 -0.000882682 4.53063e-05 -1.14855e-06 4.93841e-06 3.66106e-05 3.11619e-05 3.33125e-05 0.000844645 -1.70173e-05 0.000604355 0.00219031 -0.000231705 -8.90221e-05 -0.000715809 -0.00254669 0.000268277 7.23451e-05 -0.000189393 0.000404185 0.000624327
internal_weight=42.5091 0.507302 0.00920532 0.00479479 42.0018 0.00280866 41.467 37.896 3.57098 37.3483 3.05007 34.2982 33.7782 33.7718 32.7533 32.7515 32.7493 1.91289 30.8364 3.20225 1.10539 2.09686 27.6342 5.65784 1.59492 1.02568 21.9763 12.2859 9.69045 9.12516
internal_count=4034 1202 1186 1018 2832 987 2635 2298 337 2273 110 2163 2107 2082 1571 1552 1544 104 1440 237 179 58 1203 248 133 45 955 615 340 166
is_linear=0
shrinkage=0.1


Tree=674
num_leaves=31
num_cat=0
split_feature=15 16 19 15 18 16 5 2 6 18 19 7 6 5 16 16 3 14 10 0 15 9 2 5 5 18 5 5 19 3
split_gain=0.000109318 0.000254875 0.000208272 0.000165214 0.000743974 0.000347427 0.000864928 0.000252804 0.000451056 0.00035679 0.00681773 0.00123715 0.00104649 0.00204239 0.000972567 0.000852943 0.000791311 0.00121561 0.000310079 0.000267856 0.000362126 0.000247933 0.00450695 0.00401054 0.00406179 0.00175784 0.00107011 0.000306418 0.000234768 0.000627538
threshold=46.683480308100009 22.584947186600004 14.651182102100002 41.492094664050008 13.531614672700002 22.674946976100003 20.911722254300006 175.11059598075002 16.515385879350003 13.946975448150001 14.351157895250003 24.268610899850003 13.65531905435 15.120347274900002 17.684958644900004 14.764965473100002 78.683104103850013 300.92746350285006 61.923256118600001 86.329079026800017 37.408632939650005 184.85936449530001 118.06771887965002 20.603398083600002 13.716117217950002 12.794482498400003 21.566902724800006 10.426749748700002 14.451165964200003 94.098723023850013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 28 7 -7 18 9 19 12 -12 13 14 15 16 17 -11 -1 -9 -21 22 23 24 27 -23 -25 -20 -5 -30
right_child=1 -3 -4 4 -6 6 -8 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19 21 20 -22 25 -24 26 -26 -27 -28 -29 29 -31
leaf_value=0.0025034065349573906 0.00010532121066267177 -0.0026095319460072066 0.0019646454684900468 -0.0001892614632707951 0.0039474211695600895 0.0010700017358379911 -0.004668510916025174 -0.0021231501877993051 -0.0034988993218542166 -0.10003700907749845 -0.1003765070196051 -0.037175376406780015 -0.00035581915332280373 -0.093875039948706662 0.056262869379984773 -0.10001131277283233 0.070126842937200812 0.034769141485367853 -0.032172591598738004 -0.00042733386425186583 0.0018759055830940973 0.063957579883080262 -0.00039734273360767506 -0.10015443401387536 0.087352373710413378 7.2626889790941142e-05 -0.0064186073146652025 -0.10016418526971271 0.003881437984585262 -0.00092650215560358129
leaf_weight=0.52121993134114575 1.0046444318644807 0.5273126308758006 0.54968837061460263 4.4519276057404813 0.56312163766979573 0.5126348424637388 0.53861665390371627 0.5072890129851183 0.51570578079455565 0.0013093380137948153 0.0076346335172274848 0.0052113972647021001 0.5129677988544622 0.0035562924946982676 0.002092547752903573 0.001161870215558209 0.0010833468447722372 0.0013676226769728699 0.0010457110713934263 1.9986779916080286 1.0366922663524745 0.0043077452158887244 0.50337598360168478 0.0096862796563073096 0.0033227571837386449 27.631949469553113 0.0013930814476502346 0.0018103215522167204 0.53693431082556109 0.54908251842243772
leaf_count=269 24 112 67 94 108 18 94 47 127 69 16 32 170 120 36 111 30 411 72 55 28 30 326 18 23 1313 156 10 33 15
internal_value=2.23906e-07 -0.000829154 3.12325e-05 4.94255e-06 0.000484448 -8.0289e-05 -0.00187017 -2.3738e-05 -0.000712376 -0.000360081 -0.00276363 -0.074737 -0.00099763 -0.032142 -0.000844926 -0.025123 -0.00198375 -0.0311664 8.65943e-05 3.8342e-06 0.000359308 4.1856e-05 -0.00212011 -0.0523687 0.0121833 8.25848e-05 -0.0883684 -0.0752697 0.000132319 0.00145058
internal_weight=42.5068 1.53196 40.9749 40.4252 6.10107 34.3241 1.05125 33.2729 4.59475 4.07904 0.536385 0.012846 0.523539 0.010571 0.00701473 0.00492218 0.00376031 0.00267696 28.6781 3.54266 3.03537 28.1569 0.520634 0.0172582 0.00617879 27.6363 0.0110794 0.00285603 5.53794 1.08602
internal_count=4034 136 3898 3831 250 3581 112 3469 1252 1125 995 48 947 777 657 621 510 480 2217 130 83 1948 605 279 105 1343 174 82 142 48
is_linear=0
shrinkage=0.1


Tree=675
num_leaves=31
num_cat=0
split_feature=8 8 16 19 5 3 6 15 5 18 2 19 19 19 9 18 17 5 13 7 9 12 15 18 13 15 5 12 15 5
split_gain=0.000114573 0.000211459 0.00027463 0.000196268 0.000534015 0.000151847 0.000506657 0.000319917 0.00151313 0.0263743 0.00155436 0.000373124 0.0122265 0.00249648 0.000352496 0.000217379 0.000458567 0.000206605 0.000200703 0.000186673 0.00348201 0.00134168 0.000554575 0.00166634 0.00160944 0.000221006 0.000486092 0.000212123 0.000187979 0.000199642
threshold=8.8430989333000021 8.7431769115000026 22.764946765650006 14.151141757350002 23.545618314050007 93.281431752200021 16.405383309150004 41.29990759910001 21.072048321250005 13.112573650350003 115.72920527990001 14.451165964200003 14.351157895250003 13.851117550450002 66.346857137250012 13.276755824150003 188.01568060980003 23.545618314050007 117.60660091645001 23.109894804950002 190.73543849905005 63.174563425750001 16.701947052500003 17.323446153950005 95.986020631400024 45.169600924000008 23.389417063900002 82.696898122450008 42.246988155050012 21.991679690250006
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -7 8 -8 11 -11 12 13 14 -10 16 -1 -9 -19 20 -17 -21 23 -23 -25 26 27 -24 29 -29
right_child=-2 3 -4 4 -6 6 7 17 9 10 -12 -13 -14 -15 -16 19 -18 18 -20 21 -22 22 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00018092065793060756 -0.0014287083961693945 0.00017359852158888782 0.0021283355299980644 0.0041491686713092781 -0.00038552241647996517 -0.0034282553217941068 0.00012451795570762677 0.0011659210507254153 0.050387535553229029 -0.052300115797049664 -0.10041575539276713 0.00047705823349702953 0.056682022829014127 -0.10025705997989809 -0.022799786526410133 0.00048611939083945653 0.0025510991297530059 0.000331727712737861 -0.0011665461104684379 0.10004435376408581 -0.028570960214785619 -0.10005896092542198 -0.0020173763474775927 -0.073803413225670286 0.079834396826137313 -0.0020389241658259694 0.0030421902862108156 -2.1475016236001293e-05 -0.001887750477989118 0.0011524569549251347
leaf_weight=1.5281432643561346 0.55398262823901134 1.5113873605441761 0.57648529519792546 0.5375624818188951 0.50239433489711871 0.53268387974818132 2.0245760639227219 1.5531820081523622 0.001103829280282965 0.0089230672950328868 0.027119241210256557 0.5086351661302615 0.013228291166001327 0.010767476395631581 0.001629672944138405 0.51046628336383193 1.0274581294379457 2.532809373476308 1.3818554663539622 0.0013401717878868116 0.044865336542457612 0.0021371932981029424 0.52555876732131679 0.0011535878322597977 0.0016673075551807415 0.52549246136083994 0.52584826797465112 23.475610441981178 0.51032735876918423 1.5439318577472878
leaf_count=57 201 16 36 28 21 218 53 37 24 12 85 12 13 70 289 225 36 82 46 1 31 226 49 484 15 45 19 1511 35 57
internal_value=3.87426e-09 1.88719e-05 -3.82639e-05 0.000901144 0.0019585 -7.0438e-05 -0.000441279 -0.000243964 -0.00115809 -0.00570255 -0.0885037 -0.000128133 -0.0116444 -0.0785908 0.00675435 3.50392e-05 0.000917465 0.000190037 -0.000197155 -4.64664e-05 -0.00186141 -9.29266e-06 -1.42385e-05 -0.0334555 0.0170052 -8.12171e-06 3.20258e-05 -2.87251e-05 1.22133e-05 5.09672e-05
internal_weight=42.5023 41.9483 39.397 2.55134 1.03996 38.8205 8.59651 8.06383 2.59598 0.571407 0.0360423 0.535364 0.0267293 0.013501 0.0027335 30.224 2.5556 5.46785 3.91466 27.6684 0.555332 27.1131 27.1117 0.00495809 0.0028209 27.1068 26.5813 26.0554 25.5299 25.0195
internal_count=4034 3833 3768 65 49 3732 941 723 558 505 97 408 396 383 313 2791 93 165 128 2698 256 2442 2441 725 499 1716 1671 1652 1603 1568
is_linear=0
shrinkage=0.1


Tree=676
num_leaves=31
num_cat=0
split_feature=2 2 12 2 2 7 3 2 17 12 15 0 8 19 8 17 9 15 16 16 18 6 13 2 16 13 7 3 0 14
split_gain=0.000121547 0.000144538 0.000353997 0.000125946 0.000830607 0.000524508 0.000311259 0.000230971 0.00046876 0.000230895 0.000171744 0.00570284 0.00408089 0.00469271 0.00518805 0.00161401 0.000295811 0.000206979 0.0060052 0.0159516 0.0115213 0.00918883 0.00286276 0.00272911 0.000662801 0.00152737 0.00186799 0.000205038 0.00100223 0.00057633
threshold=49.864842700850012 60.327272492300004 82.696898122450008 83.586740321150003 88.501682544250016 25.335171910400003 93.394346993650018 71.340832650850004 182.63036160245002 98.38427432280001 20.520114807950005 97.878695155250014 7.7439566930000003 10.550851274900003 8.4434108459500017 195.00249838555001 202.67187917800004 24.006097767650004 14.344966455200002 15.484963789400002 15.534338342150003 13.78532209185 108.32604345015001 90.745765132650021 15.524963695900002 104.08096806215002 22.695144739300002 92.598563387050021 87.48511602295001 201.75062994470002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 6 7 8 -3 -9 11 15 -13 16 -15 -6 -14 18 -12 -20 21 24 -23 -19 -21 26 -26 28 -25 -30
right_child=1 3 -4 4 10 -7 -8 9 -10 -11 17 12 13 14 -16 -17 -18 23 19 20 -22 22 -24 27 25 -27 -28 -29 29 -31
leaf_value=0.0015189892222930465 -0.0029974344714495489 -7.5421168556356151e-05 0.00070168402547515665 -0.0040361770689091884 -0.017118255793358347 0.0034134805669412565 0.0024793388078026518 0.0014045573777294645 -0.0033709751223851034 -0.0001017677430265144 0.00032225884850978936 0.0021171445857764678 0.099177030363873334 -0.095785999683915296 0.044606100540711013 0.099258245125829467 0.038256095685101299 -0.057587342124289322 -0.096492637011492688 0.10017022460099777 -0.10008744621518327 -0.10032478762821131 0.055010740466648334 0.0045096842335536486 0.083423362183293021 0.091338290261861368 -0.10003543703931272 -0.00017880225987273183 0.0033140250659448897 -2.4711418932181386e-05
leaf_weight=0.52006925343197608 0.52834079717214766 2.0053312941463566 0.50691714021377265 0.52155806834914997 0.0014153103146822277 0.52674190099974172 0.53420758754129316 1.5295574607746401 0.5499877985341185 3.0402499567863401 1.0039005366058009 0.5140562176487915 0.0014328497787658981 0.012756914049944612 0.0033165139720949801 0.0075436736333329701 0.0017962114336267376 0.008226026257392216 0.023194235768083472 0.010243341326713562 0.0068919913709848393 0.0044578445471625807 0.0016167153629227382 0.55286139694624736 0.0011088214297361168 0.004977385985341698 0.0011111993580357957 19.297920021090626 0.54454883648943031 10.226926688109614
leaf_count=45 73 25 10 144 225 103 104 24 82 69 79 719 13 96 10 26 27 36 59 2 83 63 94 67 21 11 35 839 117 733
internal_value=-3.96611e-07 -1.92226e-05 -0.00118615 1.02872e-05 -7.74026e-05 0.000361127 0.000151213 -2.33382e-05 -0.000784732 0.000402413 -1.33408e-05 0.00175119 0.000422148 -0.0447183 -0.0668182 0.0808735 0.0652889 -4.35395e-05 -0.00141901 -0.0340312 0.0136135 0.0469375 -0.058983 3.94804e-06 0.0838293 0.060573 -0.00840429 1.94187e-05 0.000357209 0.000144077
internal_weight=42.4933 41.9732 1.03526 40.9379 32.7519 8.18608 7.65933 7.12513 2.55532 4.56981 32.2303 0.542318 0.533359 0.0193025 0.0160734 0.00895898 0.00322906 31.688 1.0575 0.0536015 0.0304073 0.0235153 0.00607456 30.6305 0.0174407 0.00719741 0.00222002 30.6223 11.3243 10.7715
internal_count=4034 3989 83 3906 3499 407 304 200 107 93 3355 1116 865 146 106 251 40 2239 447 368 309 226 157 1792 69 67 56 1756 917 850
is_linear=0
shrinkage=0.1


Tree=677
num_leaves=31
num_cat=0
split_feature=19 9 9 7 7 15 16 17 2 9 9 5 16 12 2 12 4 6 9 16 6 5 7 3 17 8 17 5 12 8
split_gain=0.000101085 0.000922287 0.00441342 0.00137717 0.00186827 0.00132239 0.000740266 0.000576647 0.000497993 0.000425918 0.000590014 0.000208791 0.000166805 0.000348164 0.000135991 0.00570447 0.000116818 0.000377159 0.000680554 0.000532104 0.000613404 0.00118623 0.000336796 0.00043028 0.000202716 0.000649286 0.000258403 0.0015259 0.000572594 0.000457107
threshold=14.651182102100002 179.18874144770004 177.77223095870002 22.356277907050004 20.861906850000004 32.393814985100008 21.094950670800003 166.55038043095001 32.468269602050007 66.346857137250012 63.789425898000005 21.089169479000002 22.764946765650006 63.174563425750001 49.864842700850012 77.955876436550014 244.52697497700004 16.535386346650004 205.22231928645002 22.644947046300004 15.51536251395 24.041678002600005 23.109894804950002 93.394346993650018 203.30705351230003 8.1436447804000007 187.61467154115005 21.723721974650005 94.328280857900012 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 -5 7 -1 -3 10 -9 -2 13 -10 -15 -16 24 19 -19 22 -21 -22 23 -18 26 -26 29 28 -28 -17
right_child=11 8 -4 5 -6 -7 -8 9 12 -11 -12 -13 -14 14 15 16 17 18 -20 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.064975359089841353 -0.00050829165380535319 0.061708885034414879 -0.1001670177886769 -0.0081925836934588579 -0.088243784591348351 0.099295466595704401 0.091920446899614316 -0.009647296194673749 -0.027259730671954498 -0.028156867802186947 0.085587127321596443 0.0023123651403843381 0.0016722744166623644 0.0015852195308551443 -0.087852469667339853 -0.00044265941221396422 -2.199519929491451e-05 -0.0033274330890695372 0.00032655426073655767 -0.0018830909532260851 0.0059663702545273136 0.00055427018182770897 -0.0001826925869710654 -0.0040998686476683924 1.0658423791224231e-05 -0.0038413032868300128 0.0033571315613330072 0.0055318787792512135 9.3265488835708697e-05 0.0017846184016982237
leaf_weight=0.0011101049300257662 0.50158189074863802 0.0013070747081574954 0.0052285388372913513 0.0020379544074575493 0.0024977991428718612 0.0026108855772690731 0.0010246613019262441 0.0012397498685558783 0.0046989125403332768 0.0013932266096714496 0.0013687950015537353 0.5503975989501555 0.57631795341632042 0.50979229166114848 0.0073995348096848037 7.9606758082066973 0.51571758458158301 1.0294186958307698 1.0096377366730847 0.50495062787740685 0.55334582135765265 1.5104663624049854 11.213413831150568 0.51930179574977708 2.5185913892415495 0.52961302093909512 0.56721811889255214 0.57933639343858168 10.260548562596737 1.0420617350927468
leaf_count=234 9 6 17 722 201 4 8 40 6 253 16 68 84 10 30 346 15 38 21 17 53 40 882 56 78 61 74 78 494 73
internal_value=-5.64603e-07 -2.51436e-05 -0.022341 0.00829302 -0.0153336 0.0521749 0.0143436 -0.00120648 -1.51686e-05 0.0164832 0.0403255 0.000967481 -1.71167e-05 -4.0959e-05 -3.78266e-05 -5.8347e-05 -4.22327e-05 -0.000243045 -0.00151816 -6.75712e-05 0.00124099 0.00200535 -0.000342005 -0.00206799 0.000102065 -0.000658604 0.000215671 0.000531774 0.000264245 -0.000184853
internal_weight=42.4843 41.4323 0.0185117 0.0132832 0.00863434 0.00464884 0.00613654 0.00511188 41.4138 0.00400177 0.00260854 1.05198 41.4125 40.8362 40.8315 40.3217 40.3143 16.8563 2.03906 14.8172 2.56876 2.06381 12.2484 1.03502 23.458 3.0482 20.4098 11.4071 10.8278 9.00274
internal_count=4034 3957 1495 1478 752 726 551 543 2462 309 56 77 2456 2372 2366 2356 2326 1122 59 1063 110 93 953 71 1204 139 1065 646 568 419
is_linear=0
shrinkage=0.1


Tree=678
num_leaves=31
num_cat=0
split_feature=8 18 2 8 8 2 10 15 15 10 4 3 5 9 12 0 10 15 17 12 17 5 15 12 13 7 7 16 16 19
split_gain=9.42416e-05 0.000471896 0.0106831 0.00228225 0.00174917 0.000902083 0.00484352 0.00205181 0.000732008 0.0010155 0.000670921 0.000202122 0.00102578 0.00109511 0.00059113 0.00058442 0.000419242 0.000277468 0.00316378 0.000606642 0.000513332 0.000710755 0.000341817 0.0011922 0.000670787 0.000166922 0.000326088 0.000188926 0.000376831 0.000145197
threshold=8.0437227585500022 15.064837217800003 110.52061241095002 7.8438787148500007 7.7439566930000003 137.02423825130003 70.171445662850019 30.404760455250003 34.040719645900005 67.649671936450019 160.10465189265003 81.105404879350019 16.569990495050003 210.14471305145003 63.174563425750001 101.86567856270001 75.499969677400017 28.176737565850001 170.32046494050002 77.955876436550014 183.19621122360005 17.621651749750004 31.385732506450001 103.54784004735002 113.0174028878 24.940142267700004 24.803880018200001 14.694965636800001 18.824955979100004 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 10 6 8 -8 9 -4 -1 15 13 -13 -14 -2 17 20 -19 -20 -16 -22 23 24 -21 26 -3 -27 -29 -24
right_child=11 25 5 -5 -6 -7 7 -9 -10 -11 -12 12 14 -15 16 -17 -18 18 19 22 21 -23 29 -25 -26 27 -28 28 -30 -31
leaf_value=0.0033502318880884031 -0.0036719238114142523 -0.00075320598237414162 -0.042166380356378437 -0.096019774069787789 0.10003542547376983 -0.0012385382732591895 0.017643778262789844 -0.10013798368741228 0.09668117823744575 0.09475811921170299 -0.10002305022770963 0.0062536296807064592 -0.031020628254517388 -0.0001525303347622005 -9.2081702433026067e-05 0.0010824603317631169 0.0028007491186055832 0.078565551611535042 -0.038061555453567812 -0.0030804334585899547 -0.0052592362820046415 -4.7953349215160973e-05 -0.00023294874177875983 0.0050892008987447716 0.0020091703681646054 0.00022736145714379161 0.0028315545623632788 -0.0033838511948799444 -0.00026388636548830017 0.00021912968158434477
leaf_weight=0.0011623871100530083 0.52207942655308659 0.49916214000627901 0.0010557649649593492 0.014619768026022939 0.0010703165316954255 0.50834759740543134 0.002868769671895921 0.0030531523661920801 0.0055052413299563341 0.0011122977921331767 0.0013652963630248482 0.55116462290697288 0.0061396642558965145 0.51729558694489697 2.5119644015253857 0.51219549514862095 0.53043763981470604 0.0051333050008420802 0.0041754310805178765 0.52379547506643465 0.53862105844245867 0.50907730557321429 15.251087214107425 0.58288964949127819 0.512137436773628 2.5270645367126123 0.51614030582057635 0.52194063577465888 1.4986996560924124 13.3000145022813
leaf_count=52 104 145 168 36 1 476 35 11 5 8 169 30 21 29 41 76 19 18 12 51 60 23 509 109 13 894 24 199 16 680
internal_value=-5.32086e-07 -0.000364166 -0.00318605 -0.078461 -0.00711431 -0.00055867 0.0248627 -0.0430807 0.0772985 0.028081 -0.0524855 6.04748e-05 0.000100797 0.00315208 5.68027e-06 -0.00131745 1.12389e-05 -3.26173e-05 6.58725e-05 5.25179e-05 -0.000867625 -0.00272707 5.77928e-05 0.00147138 -0.00056427 -9.01655e-05 0.00106915 -0.000348989 -0.00106979 -2.23562e-05
internal_weight=42.4814 6.10317 0.540161 0.0182178 0.003598 0.521943 0.0135952 0.00592192 0.0076733 0.00216806 0.00252768 36.3782 35.3439 1.06846 34.2755 1.03427 34.2693 33.7389 30.1792 30.1741 3.55966 1.0477 30.1699 1.61882 1.03593 5.56301 1.0153 4.5477 2.02064 28.5511
internal_count=4034 2239 961 258 222 703 227 46 181 176 221 1795 1615 59 1556 180 1535 1516 1392 1374 124 83 1362 173 64 1278 169 1109 215 1189
is_linear=0
shrinkage=0.1


Tree=679
num_leaves=31
num_cat=0
split_feature=8 16 8 19 3 6 15 5 18 2 2 15 6 2 9 5 15 13 6 3 15 3 5 18 16 17 2 8 5 17
split_gain=9.00562e-05 0.000127224 0.000149202 0.000208054 0.000135961 0.000529028 0.00029325 0.00136162 0.0233433 0.00230739 0.00039387 0.00849023 0.00461933 0.00303906 0.00276263 0.00114868 0.000205128 0.000257476 0.00106241 0.00176039 0.000268354 0.000314268 0.000219532 0.000205425 0.000618565 0.000365717 0.000184958 0.000220044 0.000625897 0.000228507
threshold=8.8430989333000021 22.764946765650006 8.7431769115000026 14.151141757350002 93.281431752200021 16.405383309150004 41.29990759910001 21.072048321250005 13.112573650350003 115.07851450450001 90.745765132650021 40.94720173475001 16.555386813950005 121.84632764400003 186.16747084260001 26.429668882900003 45.169600924000008 117.55283175385001 16.455384477450004 93.216908757050007 42.246988155050012 93.14163192940002 22.246947245750004 13.531614672700002 22.604947139800004 191.58460912770002 149.63420042300001 8.4434108459500017 22.938948824900006 192.77618096940003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 16 -6 7 -7 10 -10 -9 12 13 -12 -15 -14 17 20 19 -19 21 22 23 24 25 -1 -8 29 -29 -28
right_child=-2 -3 3 -5 5 6 26 8 9 -11 11 -13 15 14 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0024253470186311053 -0.001266611399973816 0.0014919786399380391 -1.1785894776526001e-05 0.0018284314627114075 -0.0034575253495314675 0.00013311509707553395 0.0015388673639257127 -0.00097752659810026706 -0.035687465950891228 -0.10037049147050472 0.099872434492977141 -0.10030952880741717 -0.10020252973296982 0.079855012939143377 -0.036614975739724172 0.0042632589927062651 -0.0019104778434793183 0.0074285549816805784 -0.00023653969910974882 -0.00073243362846556941 -0.002270213359424587 0.0024512123290191474 0.0020118646754793148 3.3850237901668285e-05 -0.0028448586047877056 -0.00062939124609433445 -0.00016558796947767598 0.0004541698128737409 -0.0037781555887156483 0.0016686541891856078
leaf_weight=0.53042275789431759 0.55446230864254076 0.57615080205505265 1.5092211728624527 1.0362018641325645 0.53224036414773657 2.0240552572286097 0.88215096668477588 0.50486911383941002 0.0069838870132113073 0.026219806858604679 0.0095372558498638405 0.0054595255933236322 0.0023968096838484767 0.0037649175416651914 0.0044362097978591919 0.00187675683320912 0.52611221060965263 0.55391355929532371 2.5346812754523853 0.50555606815032661 0.52297333302930837 0.52004768327742823 0.51451036702536512 21.477239867156232 1.0251705938717348 1.5009304883715229 2.0217125524429624 1.0060537847457451 0.53535410153983809 1.0227795150691177
leaf_count=92 201 49 16 36 218 53 23 54 11 86 6 4 48 45 4 247 46 55 27 6 44 12 52 2432 14 11 44 6 56 36
internal_value=-5.12193e-07 1.62329e-05 -4.33099e-06 0.000737338 -5.29854e-05 -0.000404041 -0.000202346 -0.00107897 -0.00541697 -0.0867654 -0.000343025 0.0113178 0.0390042 0.0614895 0.0168533 -0.0543259 4.68283e-05 8.15174e-05 0.000875016 0.00353431 -2.77892e-05 1.80772e-05 -3.24391e-05 -7.53113e-05 -0.000842355 0.000168256 0.000212814 -4.22682e-05 -0.00101578 0.000450615
internal_weight=42.4775 41.923 41.3469 2.54542 38.8014 8.58989 8.05765 2.5896 0.565544 0.0332037 0.532341 0.0274715 0.0220119 0.0177384 0.00820113 0.00427357 30.2116 29.6854 3.59415 1.05947 26.0913 25.5683 25.0483 24.5338 3.05652 2.03135 5.46805 4.5859 1.54141 3.04449
internal_count=4034 3833 3784 52 3732 941 723 558 505 97 408 354 350 55 49 295 2791 2745 88 61 2657 2613 2601 2549 117 103 165 142 62 80
is_linear=0
shrinkage=0.1


Tree=680
num_leaves=31
num_cat=0
split_feature=19 5 2 2 18 14 18 12 18 5 19 4 7 6 7 6 13 6 12 12 16 2 6 2 18 17 17 7 6 6
split_gain=0.000102506 0.000196221 0.000110318 0.000237902 0.000333116 0.000129691 0.000893754 0.000220621 0.000161924 0.000484645 0.000374708 0.000506176 0.000138618 0.000494091 0.000866357 0.000505159 0.000467697 0.000312816 0.00125328 0.00347813 0.000559103 0.000782992 0.000492038 0.000310142 0.000293099 0.000287733 0.000328656 0.00020372 0.006013 0.00384776
threshold=14.651182102100002 21.089169479000002 49.864842700850012 60.327272492300004 14.030930991100002 177.36626049935003 14.766576839600001 101.85466269095001 13.793345552600002 20.374719724350005 12.551012654050002 169.62532823300003 23.109894804950002 16.505385645700006 22.870118039000001 16.545386580300001 117.59584708395001 16.525386113000007 97.388883832800005 100.25158460885001 22.644947046300004 199.66651340635002 16.555386813950005 206.07223625840001 13.632440008000001 192.77618096940003 185.24175881545003 22.814487719050003 16.385382841850003 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 7 8 9 -5 -10 -12 13 14 16 -15 27 18 -14 -20 -21 -22 -19 -23 -24 26 -17 28 -7 -30
right_child=1 -3 3 5 -6 12 -8 -9 10 -11 11 -13 17 15 -16 25 -18 22 19 20 21 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0014247381920107337 -0.00045569777565780673 0.0022790460276952535 0.00026340022727645499 0.0031094787835813822 -0.0033322643063402229 -0.00076944157668791383 0.0042485289831130316 0.0019289524041204899 0.00017643619762156037 -0.00064011017681779017 -0.0042875815019115934 0.00012359383725316406 -0.10018988210237954 0.0031389800237427764 -0.0051008186701107612 2.2321101463747078e-05 -0.0031982223776815346 -0.0027459529650288379 0.099864286385242418 -3.0326611467663789e-05 0.0049164291631381245 -0.0015250237109027329 -0.00090883107076222271 0.0015149140566492964 0.0019978164985879963 0.0018553761631113436 -0.0028308940529262441 -0.0005806110653484817 0.076112834899721676 0.0056148577386110525
leaf_weight=0.51802182976093192 0.50175743586078059 0.54992157395690811 0.51262900921648114 0.52248073171438836 0.51801603365353799 0.51464450807618312 0.55521258970788512 0.54376387520704916 2.0023619261667425 1.0131417313623083 0.53981656943477652 0.50207663457506158 0.0012456267262724854 0.53192691229818967 0.54101511468914232 1.3798403027137074 0.5217435478257747 1.0211415728571531 0.0034954742971952104 23.945948630178105 0.54991134621377513 0.50073130289092649 1.0157421567362801 1.017716770444167 0.52686769149170221 0.50996271273144511 0.57068165570300644 1.0077843002073841 0.017203617512400626 0.014076986046154927
leaf_count=41 9 68 34 50 47 360 65 114 12 103 59 7 21 56 67 360 26 22 57 2167 25 5 30 59 39 15 41 17 28 30
internal_value=-6.66659e-07 0.000974296 -2.5422e-05 -4.37886e-05 -0.00154383 -5.01288e-06 0.000437533 2.45627e-05 -0.000201543 0.000635651 -0.000623852 -0.00216189 -7.85148e-05 -0.000533047 -0.00153678 0.000344585 -0.00060773 1.06792e-05 0.000114524 0.000119326 0.000105924 0.00168333 -0.00104322 0.000512448 8.39142e-05 -0.000259529 -0.00081247 0.000262171 0.00181796 0.0443871
internal_weight=42.4709 1.05168 41.4192 40.9012 1.03065 39.8705 5.67885 5.12364 4.57988 1.53562 3.04426 1.04189 34.1917 5.60888 2.61647 2.99241 2.07545 28.5828 26.019 26.0178 26.0143 2.06836 2.56375 1.51845 1.54261 2.46048 1.95052 1.55371 0.545925 0.0312806
internal_count=4034 77 3957 3916 81 3835 410 345 231 153 78 66 3425 1000 528 472 461 2425 2334 2313 2256 89 91 64 69 416 401 435 418 58
is_linear=0
shrinkage=0.1


Tree=681
num_leaves=31
num_cat=0
split_feature=13 15 10 10 6 0 8 5 12 19 17 2 14 5 15 6 6 17 2 9 18 9 7 18 17 0 18 16 6 5
split_gain=0.000121692 0.000184016 0.000169853 0.00113767 0.000685825 0.000145318 0.000524581 0.000475223 0.000505401 9.84434e-05 0.00069646 0.000427178 0.000296978 0.000423249 0.000416055 0.000591107 0.000489654 0.00133092 0.000321238 0.000396393 0.000306312 0.000385746 0.000152265 0.000548734 0.000484666 0.000722977 0.000542925 0.000674397 0.000384693 0.000260041
threshold=98.255079293500017 19.763739472850002 75.634392583900009 75.408562100950022 12.350288562550002 96.959242474650011 8.3434888241000014 16.569990495050003 63.174563425750001 14.451165964200003 164.98791775435004 69.881082014850008 148.67011998770002 20.305669781650003 35.965617804200001 16.425383776450001 16.535386346650004 198.89195247110004 159.16196025500003 192.39832633775004 13.754580103150001 185.44496129890004 23.296055099200004 13.303774303900001 188.41589330430003 85.995710218650018 13.077716774800001 22.574947209950004 16.445384243750002 21.991679690250006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 5 -4 7 -7 -3 -9 10 11 -10 -11 -14 -15 20 17 -17 19 -18 21 -16 23 24 26 -26 -12 -28 -25 -24
right_child=1 2 4 -5 -6 6 -8 8 9 12 22 -13 13 14 15 16 18 -19 -20 -21 -22 -23 29 28 25 -27 27 -29 -30 -31
leaf_value=-0.001543151138586978 0.0018675941051317412 0.0030508118651023752 -7.3888967758811504e-05 0.0045960616546117539 -0.0039174871669496632 -0.0034973952072401521 -6.2664205098032167e-05 -0.028722175795958288 0.1000206896805175 -0.01783904098966806 0.00012399868006612532 0.01150224817922822 0.0030909356624622855 -0.0025157743730327984 -0.0001809124245535766 0.006372521514202964 0.0029558189157894718 0.00031380557085935133 -0.0020333787665661198 -0.00088778153460607244 0.0007990503992244438 -0.0040574295224646032 -0.00010880108958636014 -0.0010520781498152432 -0.00067641217129917747 0.0045454862508121112 0.00018004328354376167 -0.0049290946691769475 -0.0041990352921484507 0.00078793395050734058
leaf_weight=0.50522069319899898 0.53118345921936949 0.51948677340807492 3.0163950414988387 0.54414738488776393 0.54867786908704363 0.54034619583498456 2.5109873745291225 0.0061239297556373576 0.0011072005145246191 0.0089306449572167379 4.4427568102547497 0.0010740326550187085 0.53487406498697954 0.53100394697298714 0.50071547833067576 0.56179364142745702 0.52114281308604382 1.0224190486956102 0.52911269137206307 0.55307854651994148 0.52599377740813213 0.52672568238309125 15.241766732275886 1.5244748952490363 0.52138883812827941 0.53946114611972007 0.50759837118788886 0.52616346035303074 0.52127210893593656 4.1046910449675371
leaf_count=1202 197 56 206 25 131 82 28 25 2 23 345 202 62 56 8 74 17 22 56 26 64 46 647 66 30 41 70 31 43 151
internal_value=-4.15634e-07 1.81576e-05 -5.55237e-06 5.65709e-05 -0.000665433 -9.6096e-06 -0.000670904 4.92654e-05 3.06999e-06 8.28256e-06 -6.96515e-05 0.0564345 0.00038258 0.000410604 0.000138669 0.000435974 0.00121548 0.00246235 -1.65253e-05 0.000976885 -0.00116351 -0.00216824 -7.40644e-05 -0.000424612 2.26721e-05 0.00197902 -0.000356289 -0.0024204 -0.00185395 8.1457e-05
internal_weight=42.4701 41.9649 41.4337 37.8686 3.56507 37.3245 3.05133 34.2732 33.7537 33.7475 27.9318 0.00218123 5.81579 5.80686 5.27199 4.74098 3.18755 1.58421 1.60333 1.07422 1.55343 1.02744 27.9296 8.58312 6.53737 1.06085 5.47652 1.03376 2.04575 19.3465
internal_count=4034 2832 2635 2298 337 2273 110 2163 2107 2082 1628 204 454 431 369 313 195 96 99 43 118 54 1424 626 517 71 446 101 109 798
is_linear=0
shrinkage=0.1


Tree=682
num_leaves=31
num_cat=0
split_feature=3 5 5 9 18 9 5 17 17 0 17 17 10 9 2 17 19 7 3 14 8 0 5 10 13 19 6 16 19 14
split_gain=0.000108517 0.000602408 0.00748627 0.00969959 0.00829106 0.00354662 0.00240822 0.000939755 0.000623564 0.00472188 0.00236949 0.00201972 0.00170244 0.00136476 0.00115459 0.00551938 0.00442655 0.00524429 0.000969215 0.000694838 0.000677551 0.000552045 0.000457959 0.000298483 0.000243796 0.000128342 0.000124574 0.000118704 0.000112868 0.000282541
threshold=81.105404879350019 16.424511567200003 16.351273197450002 198.16621393750003 15.148411436800002 206.75106037490002 15.363313533450002 193.46017548480003 174.98430420910003 94.203572890950014 173.37301781405003 164.98791775435004 55.917240655200011 187.45330412110005 41.467794892200004 179.91109285790003 13.051052998800001 21.725272673150005 95.346167596350014 137.67556691715004 8.4434108459500017 71.249517373150013 14.582249945350002 75.499969677400017 104.99773228470001 11.950964240300001 11.805275828400001 22.764946765650006 14.651182102100002 143.06733454090002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 3 6 -5 -6 7 24 9 10 11 20 21 -14 -10 16 -16 -18 -12 -17 -3 -13 25 27 -2 26 -1 28 29 -21
right_child=1 8 -4 4 5 -7 -8 -9 14 -11 18 12 13 -15 15 19 17 -19 -20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00012772057480251107 -0.065707638259857953 -0.022004754699282238 -0.00078046723143794885 0.099442347028731143 0.055447167591807268 -0.01087244728403316 -0.10034183882548596 0.068615449045685867 0.055978213989570196 0.099490979706978996 0.10002039814591662 -0.024433652629259811 0.023243249828608949 -0.080876155837972377 -0.10032674120582595 0.075864967349667356 -0.09011731467915092 0.076901825124994341 0.0069420681716799403 -0.030565537621668654 0.075672639208178905 0.073187506162305779 -0.0032136361297288407 0.0023623240104490629 -0.0026439220998128155 -0.0015715287401375901 0.0015528586971360473 0.0013995130795281308 0.00098416108867379541 -7.0818770380256697e-05
leaf_weight=3.0084526334155375 0.00123794999202953 0.0010518672814218569 0.50679965722633824 0.021850493052625097 0.014983307790316758 0.017460365603824357 0.0055536014819779211 0.0013827236023198353 0.0036836379513179853 0.0053063892424652223 0.0024070270737865931 0.0010248998168049814 0.0014973046186878289 0.0079066314919202796 0.0098795013031937051 0.0012077380524634354 0.0034371230017611323 0.0041497431557218079 0.0020901903800334409 0.0030385697027658356 0.0021860278850280856 0.0013322978346241854 0.53365015651452719 0.5334091406542133 0.0012143210042268038 0.51486797334117262 0.51684576900788659 0.57954281571096444 1.0388973356153872 35.122591456353817
leaf_count=841 90 232 13 10 19 23 8 55 11 45 8 48 134 37 41 3 96 8 34 8 15 29 196 23 11 333 45 77 51 1490
internal_value=-2.75518e-07 5.52588e-05 0.00328026 0.0355963 0.0518253 0.0197556 -0.0582553 0.00269175 5.96673e-06 0.0158566 -0.00690655 -0.0259959 -0.0452499 -0.0642982 -4.57321e-06 -1.01025e-05 -0.0562109 0.00123615 0.05676 1.62295e-05 0.043941 0.0307422 -0.00046039 1.37722e-05 -0.0344796 -9.67244e-05 0.00011867 -2.03215e-05 -4.30746e-05 -7.34567e-05
internal_weight=42.4689 37.8951 0.570482 0.0636828 0.0542942 0.0324437 0.0093886 0.00383499 37.3246 0.0248026 0.0194962 0.014999 0.0117611 0.00940394 37.2998 37.2962 0.0174664 0.00758687 0.00449722 37.2787 0.0032379 0.0023572 4.57382 37.2775 0.00245227 4.04017 3.5253 36.7441 36.1645 35.1256
internal_count=4034 2619 229 216 52 42 164 156 2390 582 537 495 248 171 1808 1797 145 104 42 1652 247 77 1415 1649 101 1219 886 1626 1549 1498
is_linear=0
shrinkage=0.1


Tree=683
num_leaves=31
num_cat=0
split_feature=16 15 10 10 6 19 5 17 5 4 17 17 2 5 2 17 4 19 5 8 9 17 2 7 3 9 0 3 16 17
split_gain=0.000104088 0.000262348 0.000171989 0.000842738 0.000622025 0.000141024 0.000104209 0.000598969 0.000745206 0.000108108 0.00132222 0.00190216 0.00155408 9.27444e-05 0.000232774 0.00106361 0.000280545 0.000198707 0.00017371 0.000577016 0.000181049 0.000813807 0.00407524 0.000197061 0.000970944 0.00867731 0.0079229 0.0112245 0.00499833 0.00248831
threshold=14.074967086600003 20.520114807950005 75.634392583900009 75.408562100950022 11.630271739450002 10.650859343850001 16.351273197450002 164.98791775435004 23.700766800900002 127.35214607660002 168.59667799010003 170.32046494050002 41.467794892200004 16.903404623850005 53.810443956900009 171.59570528810005 142.34057910165004 12.651020723000002 17.438757606550002 8.2435668022500028 215.54845996915003 176.08408741720004 151.26092141510003 24.412498046750006 84.285850847650025 214.61382006045002 94.047642319350018 85.788698942600021 22.604947139800004 203.30705351230003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 6 -4 -1 -3 8 -8 -9 -11 -12 -13 17 -15 -16 -17 -14 19 -18 21 22 -20 -23 -25 26 27 -26 29 -29
right_child=1 2 4 -5 -6 -7 7 9 -10 10 11 12 13 14 15 16 18 -19 20 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.00017919351688132706 0.0022331394906238955 0.0013819227484283335 -6.0797712294018541e-05 0.0039708737185434042 -0.0037854937018241062 -0.0021806043659911528 0.093103867251085159 -0.01671042849350059 -0.0096275279120308643 -0.075083044339291208 0.064777740124256897 0.08568879767527203 0.00042103463907597235 -0.02211215168403061 -0.090755318239087765 0.029598663363377423 0.0036235264089344459 -0.001029162905239803 0.087266051574966086 -0.0010864049906471509 0.0017930974918352019 3.6178226852566935e-05 -0.072219656817507041 -4.1849958033354117e-05 0.067065267976276419 -0.00023369941028226536 -0.093504369165119908 -0.095506299450326682 0.025346702583637099 -0.026718155101334393
leaf_weight=0.5061124230209223 0.53087103378929512 0.53565575208184313 2.5115657416074266 0.54144919641475908 0.54579313728561363 0.50687227971154381 0.0015359537575695406 0.0038834551635308348 0.0013069221133619191 0.0023468192508734323 0.0045297450968665434 0.0021150307293272821 1.5115335403093002 0.0047502122488357603 0.0012905429799719972 0.0032083837286184238 0.52681657986613462 2.520153894143732 0.0047633078227978789 0.51379051745880133 0.54427343246727389 27.56485149221907 0.0024142110073732681 3.0112321716477788 0.011745952457204001 0.49978481781836503 0.019136656524191054 0.014723905646519597 0.0070512648276235259 0.0081802998361126811
leaf_count=623 248 136 230 25 122 516 66 19 131 83 43 5 10 14 19 11 25 55 85 21 131 1071 23 48 26 7 130 32 32 47
internal_value=-7.81724e-08 2.43971e-05 -4.2579e-06 5.39996e-05 -0.000725722 -0.00100159 -2.82589e-06 -2.29901e-05 0.0458764 -2.65376e-05 -2.47759e-05 -1.99862e-05 -2.79683e-05 -3.28989e-05 2.28346e-05 2.60468e-05 2.96261e-05 -0.000485464 2.67275e-05 0.00129804 -1.50211e-05 -4.662e-05 0.0336219 -5.43811e-05 -0.000753249 -0.00457433 -0.0402327 -0.0157864 -0.0482737 -0.0709384
internal_weight=42.4637 41.4508 40.9199 37.8625 3.05736 1.01298 37.3211 36.7854 0.00284288 36.7826 36.7787 36.7763 36.7718 36.7697 32.738 32.7333 32.732 4.03169 32.7288 1.04061 31.6882 31.1439 0.00717752 31.1367 3.57186 0.560623 0.0608381 0.0417014 0.0299555 0.0229042
internal_count=4034 2895 2647 2295 352 1139 2270 2134 197 1937 1918 1835 1792 1787 1722 1708 1689 65 1678 46 1632 1501 108 1393 322 274 267 137 111 79
is_linear=0
shrinkage=0.1


Tree=684
num_leaves=31
num_cat=0
split_feature=15 16 19 2 2 12 14 17 16 12 17 6 12 17 15 2 2 6 6 7 16 7 7 18 10 15 7 15 10 2
split_gain=9.73581e-05 0.000256734 0.000182937 0.00010222 0.000192925 0.0002945 0.000120839 0.000754698 0.000244596 0.000283638 0.000264992 0.000325085 0.0002198 0.000190487 0.000304711 0.000183388 0.000408576 0.000244185 0.000174926 0.000343374 0.00156735 0.000376567 0.000280357 0.000797143 0.0140983 0.00351873 0.000397713 0.00140911 0.00727147 0.00516787
threshold=46.683480308100009 22.584947186600004 14.651182102100002 49.864842700850012 60.327272492300004 82.696898122450008 177.36626049935003 194.73806315685002 15.344964116800002 94.328280857900012 184.37225457675004 16.445384243750002 84.052159000300023 185.45496942040003 36.548474543700003 96.242542698950004 100.60547560250002 16.445384243750002 16.535386346650004 23.032902590750002 22.544947280100004 22.575645983950004 23.109894804950002 13.154691941050002 62.095317438950012 41.492094664050008 23.150522195450005 20.520114807950005 78.527173532250018 141.45287911200003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 -5 7 8 -6 12 -11 -12 -10 -13 -15 17 -17 -8 22 21 -21 -20 23 -18 25 -25 -24 28 29 -28
right_child=1 -3 -4 4 6 -7 15 -9 9 10 11 13 -14 14 -16 16 18 -19 19 20 -22 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014014766684051693 0.00015461692691712243 -0.0025704049779059351 0.0018434808390361643 -0.0030239611430037585 0.0014502027373282608 0.00035778418837170603 -0.00035468245537412105 0.0038775893569601757 -0.00021511599881217684 0.0022622055869571597 -0.0024561796368953079 -0.00062976560736125646 -0.0031372642604595388 0.0030146596664786026 -0.00044042322352065241 0.0027799940026326428 -2.0428479299030334e-05 -0.0026306841982746496 -0.00051654257322009893 0.00055983068856335335 -0.0060972167199705137 0.0024997177920086638 0.0029691436135255021 -0.092188956725348215 0.00011650047657610047 -0.031455499388351869 0.10004846414088586 0.00014235867712633377 -0.040602444367270667 0.0012015094323247835
leaf_weight=0.51699633999607542 1.0048648077097875 0.52708534818579766 0.54821207741406297 0.52470464954960394 1.0148738407948821 0.5057093328650808 5.5465303641001098 0.57660154309061784 0.50016041892488139 0.51735628212673157 0.51789489064970018 0.99891424712404875 0.53036123091394671 0.51810383180236363 0.50312941760057583 0.54135529948811623 2.5579733126789899 0.51516508101121861 1.9176867328611664 1.0123955078138349 0.54356321038551403 0.52783618259127241 0.52500559052312823 0.019731714999640881 0.51991079914231397 0.018468481195476727 0.011827180016566782 18.873302352818929 0.01231777240287895 0.0095679482994318263
leaf_count=41 24 112 67 71 25 10 314 95 12 92 48 6 76 45 11 53 214 14 368 20 49 27 25 21 246 20 10 1093 764 61
internal_value=-2.79635e-07 -0.000782959 2.9018e-05 4.38271e-06 -1.37378e-05 -0.00136426 2.21003e-05 0.000448389 6.07465e-05 -0.000284371 0.000199502 -0.000220961 -0.00171901 0.000352071 0.00131245 -5.09016e-05 6.03512e-05 -0.000548113 4.89671e-06 -0.000604421 -0.00176576 0.00013448 0.000113029 -0.000767523 -0.00419166 -0.0628264 0.000254232 0.000178845 0.020605 0.0558439
internal_weight=42.4576 1.53195 40.9257 40.3774 39.8604 1.03041 38.83 5.6774 5.10079 4.08592 3.0554 2.53804 1.03052 2.02015 1.02123 33.1526 27.0909 6.0617 26.5496 4.00148 1.55596 2.44552 22.5481 3.11608 0.558111 0.0382002 19.432 18.907 0.0337129 0.0213951
internal_count=4034 136 3898 3831 3790 81 3709 410 315 290 202 110 88 62 56 3299 2971 328 2918 464 69 395 2454 501 287 41 1953 1928 835 71
is_linear=0
shrinkage=0.1


Tree=685
num_leaves=31
num_cat=0
split_feature=17 17 16 8 19 2 9 15 2 2 14 15 9 5 13 15 19 17 9 4 17 17 17 17 17 3 5 9 16 15
split_gain=0.000102391 0.000781745 0.000317033 0.000221394 0.000203019 0.00181883 0.00181051 0.0211454 0.0102108 0.00976485 0.00158876 0.000678489 0.00098055 0.00072288 0.000497834 0.000446226 0.000292046 0.00334353 0.000192566 0.000161991 0.000278063 0.00429778 0.00388126 0.00132633 0.0012448 0.000149192 0.000141019 0.000138142 0.000143874 0.00012194
threshold=183.35201426355002 182.50770257345002 22.724946859200003 8.543332867800002 12.751028791950002 53.810443956900009 203.36975145060003 22.151858238250004 123.74733359145002 168.84984911130002 143.06733454090002 26.583493790300004 177.77223095870002 17.719454526200003 101.53768667075001 27.063546193350003 13.051052998800001 183.92349703790003 199.68228938305 199.39562187565002 180.29620661735001 172.76727070675003 168.59667799010003 170.32046494050002 171.92791459955001 77.489428693900024 13.361597395450001 215.54845996915003 18.764956119400004 28.862433654350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 -6 7 -2 -9 -10 -7 13 -13 -12 25 -14 -17 -18 -5 -1 21 22 -21 -24 -25 26 -8 28 -19 -30
right_child=2 -3 -4 18 5 10 14 8 9 -11 11 12 15 -15 -16 16 17 27 -20 20 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00011605847938173516 0.00019482882576583302 -0.004063670700203653 0.0023643386835601687 -9.378777306684108e-05 -0.072603325919616546 0.085324191234229838 0.0012411733517434971 0.10024860753235124 -0.10021388563181968 0.077631222875523029 -0.005120106355529893 0.055416646322118901 0.0029242469313209346 0.00016348466199615501 -0.003049061082406592 0.0023224845596757269 -0.10018410898018755 -0.0017157793646790942 0.0026404676169681776 -0.06985927648205506 -0.0015842091549060824 -0.092895133994042575 0.087296072567942876 -0.058795708802099292 0.075992427016500719 0.0018484332608237159 -0.00080362014075401598 0.0015485484195855936 -0.00091814679794184552 3.2190751151073527e-07
leaf_weight=3.8766252294872832 0.51992490781209677 0.52653455199364074 0.58866749534541796 0.50842644870135678 0.003454747218710418 0.0021800449176215811 0.50662815145329254 0.033121439582146181 0.005838022084859066 0.0065524492122575155 0.53526677159277225 0.003196692455666005 0.52385218904237518 0.50160699911895568 0.53484468323978251 0.52386241108202014 0.0033347948792393769 0.52575235282140909 0.52204817616715449 0.0034359094869834692 0.49800419275082874 0.0049248797538318989 0.005167250739178425 0.0015305149180666403 0.0012405021987012821 0.51611581228598868 1.0089463398640033 0.53267007979719494 1.5238743130284991 28.105157787544197
leaf_count=474 514 60 86 21 14 5 124 7 22 66 306 33 20 29 77 64 6 189 81 309 42 184 60 23 23 30 70 90 33 972
internal_value=-2.52533e-07 -0.000384994 6.24355e-05 -2.77155e-05 2.47072e-05 -4.87779e-05 0.00079392 0.00591631 0.0712781 -0.00616411 -4.11314e-05 -4.68089e-05 3.54199e-05 -0.00256407 -0.000334601 2.9842e-05 -1.87327e-05 -5.8695e-05 0.00129141 -0.000337292 -0.00200486 -0.0148577 0.0189316 0.0573629 0.00154494 0.000379984 -0.000120084 -4.78144e-05 -7.60134e-05 -4.69166e-05
internal_weight=42.4528 5.94794 36.5048 5.4214 35.9162 32.7842 3.13197 0.565437 0.0455119 0.0123905 32.7808 32.7786 31.7417 1.03687 2.56653 31.7385 31.2147 30.6908 1.03047 4.39093 0.514303 0.0162991 0.0113742 0.00793827 0.00277102 2.03169 1.51557 30.6875 30.1548 29.629
internal_count=4034 1277 2757 1217 2671 1761 910 609 95 88 1747 1742 1407 335 301 1374 1354 1290 102 1115 641 599 415 106 46 224 194 1284 1194 1005
is_linear=0
shrinkage=0.1


Tree=686
num_leaves=31
num_cat=0
split_feature=2 17 17 16 2 15 16 19 0 9 6 2 8 4 8 10 13 3 5 16 7 0 12 15 4 6 0 15 7 10
split_gain=0.000125642 0.000168029 0.000966669 0.000232962 0.00109146 0.00133003 0.00475302 0.00634681 0.0061148 0.00762136 0.00343255 0.00199213 0.0016597 0.00139177 0.000211235 0.000177516 0.00102838 0.000853217 0.000229309 0.000115324 0.000325454 0.000765445 0.00013807 0.000551958 0.000273664 0.000303225 0.000264978 0.00135404 0.000330657 0.00030174
threshold=49.864842700850012 183.35201426355002 182.20563699335005 22.724946859200003 53.810443956900009 20.729785921300003 14.184966829400002 11.750948102400001 97.878695155250014 218.97685776085004 11.630271739450002 171.97230602530001 7.5441126493500006 142.34057910165004 8.543332867800002 75.634392583900009 104.51649827935002 77.69375151185001 16.351273197450002 22.664946999500003 22.721067571950005 87.278104746850019 120.18992510580001 31.504255087500002 191.03149642590003 16.605387982250004 86.329079026800017 41.29990759910001 22.977992916200005 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 14 4 -3 6 11 -8 -9 10 12 -6 -10 -7 -2 16 -15 -17 -18 22 -21 -22 -20 -24 25 -25 27 -26 -29 -28
right_child=1 3 -4 -5 5 13 7 8 9 -11 -12 -13 -14 15 -16 17 18 -19 19 20 21 -23 23 24 26 -27 29 28 -30 -31
leaf_value=0.0015472757569206038 -0.00032597141520578147 -0.10003617854873631 -0.0046021105213798754 0.0020343020904109756 -0.10008032179209303 0.082823167632172692 0.093507119622639051 0.088794475652729909 -0.046671161165686814 0.072205654315508391 -0.095738525185187759 0.025354175987796997 0.095239790287301909 0.0043272854490083654 0.0018066309425972722 0.00013671261486950504 0.0020774886965789548 -0.00437151781371003 -0.00040713456049024267 0.00024897091657498941 -0.0046913530345375999 0.00071193043498787368 0.0031859746088457696 0.0033147879132911875 -0.0054260686275912334 -0.0001221866303003628 0.00085632949084530556 -0.0024586336002464029 0.00020300586592602563 -9.4688207641868596e-05
leaf_weight=0.5184678586653878 4.3845887279738234 0.0010900748657211015 0.52831374188254709 0.586989047884514 0.0043636278821968773 0.0020291902183221513 0.01133420814424585 0.0062933880185624949 0.0017046561907638211 0.0056545913940908568 0.0099598907684139704 0.0017836990609301513 0.0015954905039450296 0.55655897869733095 0.51948551240152152 2.0177732402233595 0.51906811895875549 0.53009198976637195 6.1545444317906712 1.5260729652609932 0.53410888407540802 0.51495840521602076 0.5746616252588862 0.52778874297655665 0.53314357655654276 0.49974531967018265 4.5940801198594299 0.52721151572491898 4.0695780260177825 12.184997965845644
leaf_count=45 1090 8 72 85 192 5 17 18 51 10 36 388 6 103 77 169 49 200 348 39 38 35 149 65 42 3 100 67 117 410
internal_value=1.08853e-07 -1.90222e-05 -0.000537902 5.82099e-05 2.59087e-05 2.89462e-05 0.0176695 0.0313553 0.00341011 -0.0249995 -0.0664515 -0.0636844 0.0219372 7.94977e-06 -0.000100066 3.26412e-06 6.47882e-05 -0.00080124 -7.62737e-06 -4.11971e-05 -0.00068312 -0.00203903 1.45252e-05 0.000124903 4.821e-05 0.0016432 -2.65952e-05 -0.000655553 -0.000102261 0.000165699
internal_weight=42.448 41.9296 5.43239 36.4972 35.9102 35.9091 0.0426896 0.0365422 0.025208 0.0189146 0.01326 0.00614733 0.00330015 35.8664 4.90407 35.8644 33.3165 2.54787 32.76 32.2409 2.57514 1.04907 29.6658 23.5112 22.9365 1.02753 21.909 5.12993 4.59679 16.7791
internal_count=4034 3989 1239 2750 2665 2657 718 138 121 103 93 580 57 1939 1167 1934 1565 369 1462 1413 112 73 1301 953 804 68 736 226 184 510
is_linear=0
shrinkage=0.1


Tree=687
num_leaves=31
num_cat=0
split_feature=2 17 17 16 12 17 18 15 12 7 18 3 7 8 2 16 0 8 15 15 9 6 13 12 4 16 12 17 8 0
split_gain=0.000101869 0.000136086 0.000780358 0.000189024 0.000189737 0.00118514 0.000670816 0.000989481 0.000399885 0.000565754 0.000378631 0.000312176 0.000310604 0.000203887 0.000518868 0.000190625 0.000387362 0.000171273 0.000170347 0.00894371 0.00643433 0.00586316 0.00523823 0.00120163 0.000507638 0.000217671 0.00267018 0.000906179 0.000191524 0.000188701
threshold=49.864842700850012 183.35201426355002 182.20563699335005 22.724946859200003 107.96682590455002 183.49170501290004 14.766576839600001 27.063546193350003 114.64361763410001 25.213275923400001 13.043896815850003 93.394346993650018 22.792619241600004 8.3434888241000014 72.043920985000014 22.664946999500003 87.278104746850019 8.543332867800002 24.006097767650004 22.662932349550001 203.36975145060003 12.05528166975 104.29066779635001 115.02544258150002 254.30081718620002 18.404956961200003 116.40752902905001 192.28474763930004 8.7431769115000026 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 17 4 6 -6 11 -8 9 -7 -10 13 -12 14 -3 18 -17 -2 19 20 21 24 -21 -20 -14 27 -27 -25 29 -28
right_child=1 3 -4 -5 5 8 7 -9 10 -11 12 -13 15 -15 -16 16 -18 -19 23 22 -22 -23 -24 25 -26 26 28 -29 -30 -31
leaf_value=0.0013940475179121119 -0.00029331074548959103 -0.0037245057468631038 -0.0041300897685056818 0.0018339641243325538 0.041359906630899827 -0.0042661872278351 0.0057150016731362593 -0.00039485637375045817 0.0026386271491559833 -0.00045040853235705342 -0.0023970501172487285 0.0022683805823011656 -0.10006000761607924 0.00015035709648009309 0.00075336032963313482 -0.0032103951201618666 0.00064105063898882539 0.0016280016764542628 -0.1001000778301485 -0.10018679573934282 -0.0012340865858886272 0.093994411298456218 0.024328112898724288 0.0044098804646019616 -0.021452070443052376 0.10002432829650308 -0.00060901303699662131 -0.0014614733869716704 0.0011163527735068089 0.00010533150299000568
leaf_weight=0.51794269118596403 4.3854713003005248 0.52415168414839575 0.52974412533797899 0.58605202472864348 0.0069027947679413107 0.52431596309195727 0.55989607845856404 0.50335374697533553 0.53996062887733032 1.5007383845186266 0.54577920150572623 0.53069542939192604 0.0014057895954390281 2.5486114045015711 0.51109524971955977 0.53006188050335257 0.51471453932390432 0.51886862981856552 0.0011967493919716734 0.013996738713894397 0.52955036562123325 0.012733319250526232 0.0044537075882544732 0.53319686829940871 0.0019766631588234926 0.0026710884703814433 4.603191583742702 0.51848105455266913 1.5394107592383068 18.803592291845536
leaf_count=45 1090 30 72 85 14 61 86 30 56 16 186 71 81 85 23 32 35 77 2 76 228 31 15 71 401 4 158 181 58 634
internal_value=2.06832e-07 -1.70122e-05 -0.000483886 5.25104e-05 2.34339e-05 -7.09276e-05 0.000583434 0.00282253 -8.02367e-05 -0.00143837 1.56044e-05 4.8253e-06 -3.46978e-05 -0.000330361 -0.00151381 1.19988e-05 -0.00131296 -9.004e-05 6.41065e-05 -0.00165507 0.000660263 0.0629069 -0.0701304 0.000101405 -0.0541225 0.000106017 4.66116e-05 0.00151528 3.59066e-05 -3.51519e-05
internal_weight=42.4442 41.9263 5.43408 36.4922 35.9061 30.7283 5.1778 1.06325 30.7214 2.02505 28.6964 4.11455 28.1564 3.58386 1.03525 27.6106 1.04478 4.90434 26.5659 0.564117 0.545666 0.0161158 0.0184504 26.0017 0.00338245 26.0005 24.9489 1.05168 24.9462 23.4068
internal_count=4034 3989 1239 2750 2665 2340 325 116 2326 77 2249 209 2193 138 53 2007 67 1167 1940 832 741 513 91 1108 482 1106 854 252 850 792
is_linear=0
shrinkage=0.1


Tree=688
num_leaves=31
num_cat=0
split_feature=10 6 8 8 8 8 10 8 0 8 5 12 6 15 2 8 7 2 13 9 19 9 10 3 9 18 15 19 3 2
split_gain=0.000110847 0.00070989 0.00718952 0.00245291 0.00274736 0.00155141 0.000523429 0.000227586 0.000158791 0.000487039 0.000363904 0.000370464 0.000126052 0.000228571 0.00048671 0.000407478 0.000648462 0.000293258 0.000284851 0.000403349 0.000255143 0.000454528 0.000221674 0.000484715 0.0015087 0.000330863 0.000303503 0.000197781 0.000191225 0.000187807
threshold=75.634392583900009 12.350288562550002 8.543332867800002 8.0437227585500022 8.1436447804000007 8.3434888241000014 75.408562100950022 7.943800736700001 96.959242474650011 8.3434888241000014 16.569990495050003 63.174563425750001 16.465384711100004 42.713473568600008 188.47750099235003 8.4434108459500017 24.024273989350004 194.17955033580003 117.61735474900001 194.45262321395003 14.351157895250003 195.30595290385003 62.041548276350007 93.216908757050007 206.22988073345002 13.131682570750003 42.493282152450007 14.451165964200003 92.703413254150021 159.16196025500003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 7 -5 -6 8 -3 10 -10 -1 -12 22 17 -15 -16 -17 18 20 -20 28 -22 23 24 -13 -25 29 -21 -14 -24
right_child=1 2 -4 4 5 -7 -8 -9 9 -11 11 12 13 14 15 16 -18 -19 19 27 21 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.002703759639556083 -5.3542034261760897e-07 -0.089954358427942388 -1.3016550071780794e-05 0.0077272664027733824 -0.062886586217903467 -0.014048841877285693 0.00315848704040786 -0.063380866441054035 -0.0034093370622563565 -9.4397124690877602e-05 -0.025721429172644524 0.0063532423601048915 -0.001745875448942295 0.0024976065659418948 0.00067699897555314017 -0.0042159613329698113 0.00079577186053711143 -0.0027323675278906738 -0.0036147064175135486 0.00043496651249132668 0.0023640556129418556 -0.00011426248657053545 0.00038725225545483528 0.0022243755999906759 -9.8050611273191445e-05 -0.00057980713654559265 -0.0023226525537911507 -0.0015273796333413782 -0.0001219194357858459 -0.00034697189896639049
leaf_weight=0.51803715938536399 4.0328551138093296 0.0061062827979240231 0.50351410695651699 0.015330767531963829 0.017700403414892207 0.010283440373086705 0.53626933159935575 0.0068253135234499496 0.53824520196468428 2.5102689511188601 0.0055842820320241007 0.5680441465247642 1.0172838455294848 0.90182364913921764 2.0314127428161068 0.52732084274999314 0.50581428772261461 0.52854204555347273 0.54967082452709659 1.0078936166925703 1.0447481779497141 2.5371900901773188 9.285997325472886 0.53127294567465133 1.0018131268589057 2.0227734360409899 0.53038460360389272 1.0473003296064005 2.524520221737979 5.5755991750223943
leaf_count=62 1270 54 26 29 31 30 28 20 143 29 25 64 22 57 55 43 11 144 124 17 40 63 691 72 17 58 105 39 324 341
internal_value=2.13553e-07 -0.000463727 -0.00380084 -0.0377093 -0.0262988 -0.0449398 5.651e-05 -0.0759288 1.19261e-05 -0.000679682 7.34612e-05 3.30821e-05 3.73448e-05 -0.000189066 0.000455584 -0.000145335 -0.00176226 -0.000438348 -0.000313717 -0.00120856 1.34898e-05 0.000608591 0.000202357 0.000853469 0.00223631 3.49724e-06 2.79073e-05 -0.00056502 -0.000588355 0.000111795
internal_weight=42.4404 4.59262 0.55976 0.0562462 0.0433146 0.0279838 37.8478 0.0129316 37.3115 3.04851 34.263 33.745 33.7394 14.2235 3.96637 3.06455 1.03314 10.2571 9.72861 2.60486 7.12374 3.58194 19.5159 4.1239 1.56986 2.55405 15.392 2.05519 3.5418 14.8616
internal_count=4034 1460 190 164 90 61 2574 74 2546 172 2374 2312 2287 939 166 109 54 773 629 180 449 103 1348 211 81 130 1137 56 346 1032
is_linear=0
shrinkage=0.1


Tree=689
num_leaves=31
num_cat=0
split_feature=6 10 18 9 13 2 2 5 6 9 6 2 3 5 16 8 18 7 5 14 7 7 4 3 0 6 2 7 6 10
split_gain=0.000108598 0.000533982 0.000332004 0.000699213 0.000720606 0.00030538 0.00028597 0.0057477 0.00458332 0.00340817 0.00276779 0.00229292 0.00132103 0.000741745 0.000524292 0.00019921 0.000158136 0.000235147 0.00835444 0.00811165 0.000325774 0.000205765 0.00028447 0.000166539 0.00127185 0.000487626 0.00152066 0.00412507 0.00242376 0.0024022
threshold=14.185331438000002 75.166600869200025 15.097325840300002 212.71218656455002 98.255079293500017 80.683647763550013 157.39400167590003 18.066672237450003 13.65531905435 201.97224908750002 13.355312044750002 176.09844955530005 78.473404369650012 13.058770361550001 17.574958902100004 8.2435668022500028 15.373697821050003 24.710307675200003 19.476154597300006 209.02198929145001 24.412498046750006 24.268610899850003 303.40376803900006 92.598563387050021 87.48511602295001 16.375382608200002 72.043920985000014 22.356277907050004 16.625388449550005 60.613977009100005
decision_type=2 2 2 2 2 2 2 2 2 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 4 -1 -4 15 8 9 13 11 -11 14 -8 -13 -7 17 20 19 -19 21 23 -23 24 -2 -25 27 28 -27 -30
right_child=1 -3 5 -5 -6 6 7 -9 -10 10 -12 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.00054443355687214788 0.0050740804093991031 0.0032652751554198747 0.0023585461722510806 0.00010096270813758468 -0.0058318014984482429 -0.00014323741805581547 -0.001573832963520655 -0.00043462607347191965 0.094603719502503472 0.078515689116622836 -0.083851496884180227 -0.003688797051554539 -0.090791688497496914 -0.10004606502209763 0.084415169702969306 -0.0021856090938600146 -0.0017123956679453473 -0.0091880701846093742 -0.0016072414457571522 0.075096696303952853 -0.0024096729874898315 0.0030784190480027673 -0.0002382899520626944 -0.0022422894789749788 6.8768295748903899e-05 -0.066676935672974821 -4.1989502124021921e-05 0.072801251740681902 -0.033219934304066036 0.072076473342225056
leaf_weight=0.49863212342729868 0.54600046139067782 0.52264793023172273 0.52794304555534566 1.5064756415931695 0.53359971530792538 7.0515111842950837 0.0010766513219534783 0.50349131413769799 0.011364129284629598 0.0092397847298997249 0.0017310174771409956 0.0018735418281989888 0.0013732154620962334 0.0026420928241108442 0.0010562094021224766 0.51226932611967857 0.50542327092053341 0.018785076532367273 0.51744832591958367 0.029117985097116161 0.53626870841480823 0.53070804112519343 0.50434559145861613 1.0314867192949275 7.2294530969623105 0.0049645206891061342 19.277566062279718 0.010337478466681205 0.0042123530341768856 0.0044612498930227673
leaf_count=135 54 26 132 17 256 434 487 48 15 44 8 143 40 41 27 34 58 33 138 37 107 83 37 191 318 9 1004 27 31 20
internal_value=1.34206e-07 9.57137e-05 -0.000267602 -0.00127278 -0.00327767 2.82465e-05 -0.000123683 0.0021132 0.044371 0.0143144 0.0352167 0.0504359 -0.00986007 -0.0715364 0.0280737 -0.00028156 4.18426e-05 7.11575e-05 0.00209145 0.0420446 3.26744e-05 7.76159e-05 0.0014623 2.66268e-05 0.000420247 -0.000123895 -1.0687e-05 0.0251581 -0.0109547 0.0209391
internal_weight=42.4375 31.2732 11.1643 2.53871 1.03223 8.62557 8.09763 0.533848 0.0303566 0.0189925 0.0152738 0.0135428 0.00430297 0.00371874 0.00292975 7.56378 30.7506 30.2452 0.565351 0.0479031 29.6798 29.1435 1.03505 28.1085 7.77545 20.333 19.3015 0.0239756 0.0136381 0.0086736
internal_count=4034 2173 1861 408 391 1453 1321 853 805 790 262 254 210 528 170 468 2147 2089 208 70 1881 1774 120 1654 372 1282 1091 87 60 51
is_linear=0
shrinkage=0.1


Tree=690
num_leaves=31
num_cat=0
split_feature=3 10 10 5 10 6 12 0 0 16 12 14 13 16 4 12 7 17 19 7 16 0 10 16 8 17 3 2 12 17
split_gain=0.00010573 0.000294435 0.000698858 0.000272709 0.000188989 0.00016398 0.000114967 0.000100818 0.000366263 0.000123672 0.000645492 0.000237562 0.0124757 0.00422056 0.00141007 0.00369376 0.000118797 0.000740382 0.000551758 0.00042358 0.000221762 0.00680633 0.0105954 0.00876926 0.00279634 0.000678358 0.000467343 0.001103 0.00512662 0.000281475
threshold=81.715684874950014 78.10777406390001 72.752365468100024 16.424511567200003 75.499969677400017 11.805275828400001 49.885988093600005 97.225399829550014 96.959242474650011 18.404956961200003 63.174563425750001 170.13250779355005 107.94965931190002 17.809958352600002 195.50296729855003 109.22180275385001 24.384659815400003 200.68028944555002 14.351157895250003 24.268610899850003 20.844951255400005 90.767723400200012 66.351146659450009 20.784951395750003 8.1436447804000007 173.37301781405003 90.525762168450015 72.043920985000014 90.84682862195001 199.84861692095004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 6 -3 -5 8 9 11 -11 -8 -13 -14 15 -15 19 18 -18 20 21 22 23 24 25 -12 -22 28 -28 -29
right_child=3 5 -4 4 -6 -7 7 -9 -10 10 16 12 13 14 -16 -17 17 -19 -20 -21 26 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-7.8257785464892102e-06 0.0022903751766452968 -0.0002096195278508945 -0.0044557600134660256 0.027798950891950239 0.0019084464365399564 0.0016990476993955538 0.0001398934118781564 0.00097851284054872802 -0.0019025643667749522 -0.0411816202434509 -0.0090533898591059411 -0.00077346982751498638 -0.075981825418058188 0.10005820501335201 0.095378901579488529 -0.10012266499282495 -0.0050541542034481992 8.4964584154709137e-05 -0.0004511910999525743 0.0028768579671887575 -0.0029359633179558784 -0.00071187986818321836 0.099720150162122864 0.087831468857853451 -0.086504507565820371 0.093617671349157106 -0.020401254933415422 -5.8328789010515859e-05 0.071860345521218269 0.0016169620071562309
leaf_weight=1.0004037117459639 0.53967727865966608 3.0160239663753865 0.54605269554396074 0.0014875095976013544 0.52572094249369783 0.52908443129393568 1.5134025199665622 1.0183913646392344 1.0152373468445137 0.0038099626835891289 0.001787848940719595 0.50729877352550101 0.0017827423587634108 0.0026483204565010956 0.018720576470651951 0.0014138876480416229 0.54165498537811518 5.0542695097070691 0.50156457143748412 0.52848522294004752 0.54125226882752286 0.57944419342550191 0.017527307156342431 0.0061091906855921243 0.0090853891236406525 0.0010054101888972156 0.013317181510504095 23.339466134822818 0.010995274373271968 1.0479335401012324
leaf_count=51 194 1088 206 10 27 116 50 21 14 14 121 275 160 2 56 56 200 191 14 50 58 133 23 16 41 58 33 656 31 69
internal_value=4.64525e-07 -0.000427017 -0.00157839 5.87492e-05 2.60254e-05 7.52367e-05 -1.25351e-06 -2.39345e-06 -3.07258e-05 2.47706e-05 -2.31269e-05 0.000778799 0.00259678 0.0721953 0.0837901 0.0303835 -1.8256e-05 -0.000415659 -0.00284112 7.45982e-05 1.66759e-05 0.00189268 0.0443871 -0.00952921 -0.0596018 0.0279022 -2.95578e-05 3.48826e-05 0.0213239 1.36589e-05
internal_weight=42.4351 5.09156 1.54646 37.3435 36.8038 3.54511 36.2781 36.2766 35.2582 34.243 32.1977 2.04527 0.531864 0.0245655 0.0227828 0.00406221 32.1939 6.09749 1.04322 26.0964 25.5679 0.614959 0.0355151 0.0179878 0.0118786 0.00279326 24.953 24.4117 0.0243125 24.3874
internal_count=4034 1461 257 2573 2379 1204 2352 2342 2321 2307 1708 599 549 274 114 58 1694 405 214 1289 1239 392 259 236 220 179 847 789 64 725
is_linear=0
shrinkage=0.1


Tree=691
num_leaves=31
num_cat=0
split_feature=15 16 5 16 18 19 2 16 15 18 19 15 15 5 13 6 5 4 13 7 15 18 17 6 5 18 6 15 19 10
split_gain=0.000100255 0.000276812 0.000176644 0.00556316 0.00504504 0.00163257 0.00028092 0.000196616 0.000189225 0.000345076 0.000116732 0.000158595 0.000237727 0.000508338 0.000819803 0.000227809 0.000336423 0.00029052 0.000570527 0.00020428 0.000197471 0.000373835 0.000245391 0.000183348 0.00037815 0.000860658 0.000509515 0.000374995 0.000327147 0.000196405
threshold=46.683480308100009 22.584947186600004 24.279163357700003 22.614947116400003 13.24088655595 13.851117550450002 253.13454704850002 18.924955745200005 46.327654127900004 13.3584252364 14.651182102100002 45.169600924000008 42.713473568600008 23.626838821450004 117.51519334005 16.455384477450004 22.649179082500002 263.48865013970004 117.69263157665002 22.516377366000004 37.491361913600009 13.327513832500001 188.19076296340003 16.435384010100005 20.971847224900007 13.4793103924 16.165377701450002 40.042228346200012 14.451165964200003 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 5 6 7 -4 9 -6 11 12 15 14 -14 16 23 19 -19 -17 21 -21 -22 24 26 27 28 -26 -1 -25
right_child=1 -3 3 -5 8 -7 -8 -9 -10 -11 -12 -13 13 -15 -16 17 -18 18 -20 20 22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-2.9460223074396929e-05 0.00017971607027524196 -0.0026504714486901499 0.002023999569084692 -0.0001015784434523897 0.098101675028556504 -0.10008198378999281 -0.025197144911952143 0.060118410863644604 0.10008999161291057 0.052662498796625913 0.001466185563585377 -0.0012427239218184387 -0.00019812951267389312 -9.3725820399243807e-05 0.0054059968244661539 -0.0015648694325254083 0.0026130230082317407 -0.0042760640366164395 0.00038165214690242014 0.00011190759538211588 -0.0005049450044891917 -0.0018028966712317939 0.0011758576008344412 0.0019392782640321332 0.0020513428465424705 -0.0046602899504447496 0.0031312178068574311 -0.0010203829080600074 0.0025066358076648795 -2.9712527255581893e-05
leaf_weight=19.384252318096557 1.0050792767499788 0.52667618416035256 0.0010462356949763321 0.52240664631887057 0.0034868070653466532 0.0019186387207053013 0.0011910434420120131 0.0013145510341203703 0.0067014904343523085 0.0032098361220782579 0.54056071555169083 1.0222727710294268 0.51272339802888856 1.8908110839878416 0.531751277128933 1.0757457895976426 0.52500754640411429 0.54378949898352746 0.50928004776631042 3.0241635391794244 1.5120629909333732 1.5382145250185173 2.0411710113356776 1.0261325698156718 0.53822418124246496 0.55308108555836177 0.54682568267617071 1.519286497710709 0.52234784894608211 1.0005921035990466
leaf_count=2262 24 112 313 80 11 69 51 40 3 33 49 38 38 30 27 100 61 59 20 30 17 49 28 29 123 187 69 31 27 24
internal_value=8.71444e-07 -0.000793411 3.06186e-05 0.00182514 0.0551692 -0.0257539 0.0143969 0.0343726 0.0882102 0.0763218 6.551e-06 -1.32648e-05 1.91318e-05 0.000884358 0.00265498 -5.16901e-05 0.000107703 -0.000450246 -0.00202352 -0.000269993 -9.83533e-05 -0.000533672 0.000460599 5.52809e-05 -2.48521e-05 -0.00115824 0.000119809 -0.00021685 3.70868e-05 0.000967189
internal_weight=42.4313 1.53176 40.8996 0.541275 0.0188686 0.00547047 0.00355183 0.00236079 0.0133981 0.00669664 40.3583 39.8177 38.7955 2.93529 1.04447 35.8602 25.6157 10.2444 1.05307 9.19136 8.11561 4.56238 3.55323 25.0907 23.064 2.61059 20.4534 2.05751 19.9066 2.02672
internal_count=4034 136 3898 600 520 473 404 353 47 44 3298 3249 3211 95 65 3116 2813 303 79 224 124 79 45 2752 2699 341 2358 154 2289 53
is_linear=0
shrinkage=0.1


Tree=692
num_leaves=31
num_cat=0
split_feature=8 8 19 5 8 16 16 6 19 17 6 16 16 5 17 15 5 15 15 15 8 3 19 6 18 15 18 4 4 18
split_gain=0.000127177 0.000125851 0.000251237 0.0007042 0.000192869 0.000332203 0.000293002 0.000427238 0.000242892 0.000306423 0.00019667 0.000717683 0.000447721 0.000438963 0.000983472 0.000375167 0.000635713 0.000409013 0.000324155 0.000495441 0.000772336 0.000387047 0.000178864 0.000178045 0.0005646 0.0106889 0.00803871 0.00609359 0.00706964 0.000342852
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 8.6432548896500023 22.724946859200003 22.674946976100003 16.515385879350003 14.351157895250003 197.20536406400001 16.535386346650004 22.644947046300004 22.644947046300004 23.928204628200003 184.94410812320004 43.890399822900008 25.568932055400001 42.713473568600008 41.800301886400014 38.884669609800007 8.4434108459500017 93.281431752200021 14.551174033150001 14.185331438000002 14.738651916450001 31.233764884050004 14.85568425095 162.53166217615004 202.99973138610002 15.097325840300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 10 -8 9 -6 12 -12 15 14 -14 17 -17 18 19 21 -21 22 23 29 -25 26 -26 -28 -29 -1
right_child=-2 2 3 -5 8 -7 7 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.0013521562886601262 -0.0015071055289109375 -0.00012249284699340034 0.0044104140799286614 -0.00079942743713076422 -0.0037405776261311982 0.0019482399433906534 -0.0036685628648826549 -0.00016033065878943401 -0.00015648392567962861 -0.00028854561216376588 -8.2549901145690917e-05 -0.0040225039007023245 -0.00028841667999185292 0.00042031221029633086 0.0058177454607562622 -0.0041384448657225499 0.00074159524947662681 0.0028642736591762085 -0.0024319292926672609 -0.00055422339206241374 0.0048485270238140116 -0.0027045500064620553 -0.0012499899087059505 0.00022417194935799229 0.084756345764493951 -0.0012663651418260704 0.091021376690550548 -0.087488587730405964 0.02383290698059172 9.2105313486254005e-05
leaf_weight=2.0307542432410512 0.55194243109598673 1.5076645761437242 0.53809354965051148 0.50101315495584231 0.52086293291745123 0.89123590541566855 0.52572798581877478 1.0218338663107713 2.070929267735985 0.50786769935348275 3.5461615442182284 0.53164065658791049 0.49943167232459085 2.0100114914900922 0.55900118672798271 0.56222306150650769 0.50825923968119724 0.52039062933250591 0.52289253846174588 0.51897473009158435 0.53980216811117288 0.52167299396033939 1.0116177659074299 10.720210525431172 0.02633137998236712 0.50658988237960934 0.0074269605329391189 0.0083627295616679476 0.017949031826617556 8.6232187263542901
leaf_count=363 201 16 28 21 29 42 60 24 44 23 452 27 5 29 48 112 27 31 26 66 32 216 24 449 15 104 22 26 36 1436
internal_value=9.41215e-07 2.08169e-05 0.000702071 0.00189845 -2.32955e-05 4.14746e-05 -6.61126e-06 -0.00135213 -0.000780388 -0.00203637 5.50071e-05 -0.000596219 0.000144375 0.00128825 0.00293649 1.26545e-05 -0.00182143 8.94193e-05 3.17876e-05 8.42991e-05 0.00220029 -1.11406e-05 5.00764e-05 0.000110018 0.00038678 0.00346305 0.0433477 0.0110302 -0.0115487 -0.000183185
internal_weight=42.4301 41.8782 2.54677 1.03911 39.3314 36.2317 35.3405 1.54756 3.09966 1.02873 33.7929 4.0778 29.7151 3.06844 1.05843 26.6467 1.07048 25.5762 25.0558 24.5329 1.05878 23.4741 22.9525 21.9408 11.2869 0.56666 0.0600701 0.0337387 0.0263118 10.654
internal_count=4034 3833 65 49 3768 3672 3630 84 96 52 3546 479 3067 82 53 2985 139 2846 2815 2789 98 2691 2475 2451 652 203 99 84 62 1799
is_linear=0
shrinkage=0.1


Tree=693
num_leaves=31
num_cat=0
split_feature=17 17 16 0 12 18 15 16 5 17 18 7 12 15 9 8 19 14 17 18 15 19 15 0 12 15 12 5 0 6
split_gain=0.000110717 0.000716911 0.000230979 0.000192095 0.000270781 0.000414846 0.000798074 0.000346344 0.000541575 0.000360273 0.00033089 0.000473261 0.00029974 0.00137626 0.00513501 0.0060609 0.00361667 0.00168112 0.00047989 0.000374859 0.00027381 0.000224618 0.000183088 0.000296162 0.000165702 0.000159835 0.00149606 0.00150221 0.000264924 0.00015434
threshold=183.35201426355002 182.50770257345002 22.724946859200003 85.732241321850012 107.96682590455002 14.766576839600001 27.063546193350003 20.404952284350003 17.679107616400003 184.94410812320004 13.043896815850003 22.792619241600004 115.02544258150002 20.520114807950005 205.88909726980003 8.3434888241000014 12.250988447150002 300.92746350285006 216.15673413880003 15.504699510200002 18.738366799200005 13.551093343600002 18.224737183350005 101.72856719805002 105.35624869990001 24.006097767650004 116.40752902905001 13.8160216159 102.70985441565001 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 -1 3 29 5 7 -7 8 21 -9 -6 -12 19 14 16 17 20 22 -18 -13 -14 24 23 -16 -5 -15 -27 28 -28 -2
right_child=2 -3 -4 4 10 6 -8 9 -10 -11 11 12 13 25 15 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-5.6918100920400075e-05 -0.0025191311070757961 -0.003923591534471799 0.0020340669311358357 -0.0017618610254676531 0.0024285158098540103 0.0051322868968309157 -0.00036355291163655992 0.00027267257701008089 -0.0033631778641062559 0.0034595513841471463 -0.0030065300808885128 -0.0035763791670524537 0.045788460763552016 -0.0016752865605492023 -0.02992949170131139 0.073156406133230045 -0.10007934315186194 0.031876599058114387 -0.0029650735228202163 -0.00026424215025101051 0.099238115411486832 0.0020561654250334216 -0.10012705201481008 -0.10008469803076936 0.00079137390357774708 0.07283225168432142 0.026359375947914345 4.651415605642641e-05 0.088583589974758709 -6.609231830639367e-05
leaf_weight=5.4185885182201856 0.52220758999663786 0.52605296163438087 0.58692876948111816 0.51368118520565509 0.53522918421549448 0.55637255365219551 0.50319851620133704 1.0027829127502625 0.52148005803974218 0.54890737419918867 0.54255417217049284 0.51813352743066232 0.0010694665221659969 0.54003740447708892 0.0011585846405068878 0.0045475259220779671 0.0010316133620308374 0.0013721770929358001 0.0010040942825071397 1.0035147844755554 0.009231172149019029 0.520299301839941 0.0048147754419005651 0.0012519986376702263 0.50315877368484507 0.0028248727048801872 0.0010001360203513157 27.029655272336015 0.0021662268775658466 0.50406967153284032
leaf_count=1217 169 60 86 46 30 86 30 7 33 84 149 50 369 215 7 19 28 77 28 13 38 13 15 43 4 6 55 1015 23 19
internal_value=1.1027e-06 -0.000399088 6.63096e-05 3.41358e-05 7.38215e-05 0.000782477 0.00252227 0.000271874 -0.000578474 0.00140002 -3.5757e-05 -8.02179e-05 -2.57011e-05 4.96256e-05 0.023279 -0.0202091 0.0696181 -0.0695933 -0.0521786 -0.00139205 0.0936887 0.000366247 -0.0888636 -0.0663664 -0.000498454 2.81604e-05 6.21867e-05 5.45824e-05 0.0689293 -0.00131429
internal_weight=42.4283 5.94464 36.4837 35.8968 34.8705 4.66988 1.05957 3.61031 2.05862 1.55169 30.2006 29.6654 29.1228 27.6012 0.0254814 0.0131451 0.0123363 0.00859754 0.00203571 1.52165 0.0103006 1.53714 0.00722536 0.00241058 1.01684 27.5757 27.0356 27.0328 0.00316636 1.02628
internal_count=4034 1277 2757 2671 2483 303 116 187 96 91 2180 2150 2001 1938 624 161 463 142 56 63 407 63 65 50 50 1314 1099 1093 78 188
is_linear=0
shrinkage=0.1


Tree=694
num_leaves=31
num_cat=0
split_feature=2 17 10 8 9 18 17 0 2 15 16 19 6 2 4 9 10 10 19 9 16 9 10 15 8 18 14 12 2 2
split_gain=0.00013442 0.000180036 0.00179435 0.0141205 0.00316276 0.00263118 0.000908167 0.000320802 0.00170322 0.00168321 0.00514013 0.00382613 0.00582716 0.0017869 0.00161325 0.00107274 0.000222417 0.00109211 0.000761122 0.00174505 0.000846474 0.0103058 0.00952291 0.000449073 0.000203422 0.000163662 0.00127547 0.00202508 0.000373621 0.000766868
threshold=49.864842700850012 183.35201426355002 61.853356207250009 8.6432548896500023 187.45330412110005 13.043896815850003 182.20563699335005 85.495657006400009 53.810443956900009 20.520114807950005 14.184966829400002 11.950964240300001 14.060328517350003 171.97230602530001 142.34057910165004 194.31002311890003 75.634392583900009 78.10777406390001 12.751028791950002 205.88909726980003 18.664956353200004 205.88909726980003 71.015621515800021 27.063546193350003 8.0437227585500022 13.043896815850003 148.67011998770002 82.696898122450008 62.147615758400008 62.922191810850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 6 3 4 -3 -5 -2 -4 -9 10 13 -12 15 -10 -11 -13 18 -18 19 -16 21 22 -20 -22 -19 -25 -27 -28 -29 -30
right_child=1 2 7 5 -6 -7 -8 8 9 14 11 12 -14 -15 16 -17 17 24 20 -21 23 -23 -24 25 -26 26 27 28 29 -31
leaf_value=0.0016018155012015253 -0.00013162119891688267 0.023100572279799978 -0.0023664979396239671 -0.014044294492849685 0.085347366239699574 -0.10031316212861655 -0.004497767889259814 -0.10006991890593445 -0.10007259485481697 0.10001939403283736 0.083281375927319143 -0.002331226432407615 0.066024604785890534 0.023028353792715839 0.006754606468154626 -0.10010335171825116 -0.0048873053414881318 -0.00037209598413572047 0.012284901413763198 -0.0014022865724690665 0.0030149289788295531 -0.00046372692942618697 -0.10023349860841331 0.00075053014388287763 0.0019339017863894061 -0.10014513615751307 0.089232309537189705 -0.03428346595526021 0.050434408036741374 -2.5346096419765978e-05
leaf_weight=0.51820900479413623 4.9029211291500907 0.0155121598003366 0.54741171444927417 0.0062345885060040027 0.017228552169399336 0.00816620689033698 0.52766839430794021 0.001698286789184488 0.0038965794119366999 0.00161440909139443 0.012157464428846965 0.0015689676352140802 0.0068179099074683336 0.0016908606365633357 0.53717959421613304 0.0039407428217543838 0.52997299858961788 1.5080530947292086 0.011929322676129561 0.51250562602365335 0.52123037333876965 0.52813267016474175 0.020358485070318011 3.0537925485679507 0.51256377047616286 0.0012722284009240017 0.0025421685750214298 0.003182846863640231 0.0030121505260493056 28.103738935056501
leaf_count=45 1167 30 64 19 15 30 72 9 192 3 31 44 12 373 45 42 152 197 35 30 21 139 135 74 29 2 4 6 2 1015
internal_value=1.11055e-06 -1.86828e-05 6.129e-05 0.0195584 0.0558556 -0.0629645 -0.000555862 3.60603e-05 7.27126e-05 7.74524e-05 0.0237259 0.0434755 0.00421903 -0.06282 5.76157e-05 -0.0722614 5.31141e-05 -0.000846876 0.000122051 0.00277203 3.57959e-05 -0.00381671 -0.0586615 0.000103928 0.000212859 5.52458e-05 -2.02779e-05 -1.57467e-05 -2.3818e-05 -1.99384e-05
internal_weight=42.4262 41.908 36.4774 0.0471415 0.0327407 0.0144008 5.43059 36.4303 35.8829 35.8812 0.0300725 0.0244851 0.0123276 0.00558744 35.8511 0.00550971 35.8495 2.55059 33.2989 1.04969 32.2492 0.56042 0.0322878 31.6888 2.02062 31.1675 28.1137 28.1125 28.1099 28.1068
internal_count=4034 3989 2750 94 45 49 1239 2656 2592 2583 694 129 98 565 1889 86 1886 378 1508 75 1433 309 170 1124 226 1103 1029 1027 1023 1017
is_linear=0
shrinkage=0.1


Tree=695
num_leaves=31
num_cat=0
split_feature=2 2 18 12 9 9 2 18 4 2 13 9 7 2 9 8 13 15 15 16 6 16 7 16 10 6 3 2 16 7
split_gain=0.000109026 0.000195005 0.000297456 0.000127897 0.000319215 0.000835713 0.000208787 0.000228672 0.000674531 0.000161333 0.000550227 0.000337716 0.00022324 0.00500003 0.000577193 0.000861337 0.000309399 0.000758207 0.0191583 0.000530697 0.000284114 0.00123512 0.0003958 0.000233855 0.000542921 0.000319681 0.00018664 0.000150063 0.0002356 0.000814037
threshold=49.864842700850012 60.327272492300004 14.030930991100002 107.96682590455002 211.36251378275003 206.36238950785003 95.420340682600013 15.205124517800002 178.59129095495004 100.60547560250002 95.862351557400004 200.95377551580003 23.109894804950002 101.23478163165002 194.82237869650001 8.7431769115000026 117.61735474900001 40.974857724300008 37.491361913600009 22.744946812400002 16.525386113000007 22.544947280100004 23.150522195450005 22.644947046300004 61.93938686740001 15.155354102400002 93.337889372900023 71.340832650850004 22.664946999500003 24.112074426950006
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 7 8 -5 11 -11 -8 14 -14 16 -16 17 18 -12 -18 22 -22 -15 -24 -25 -26 -27 -3 29 -29
right_child=1 3 -4 6 -6 -7 9 -9 -10 10 12 -13 13 20 15 -17 19 -19 -20 -21 21 -23 23 24 25 26 -28 28 -30 -31
leaf_value=0.0014432316403288495 0.00033052453833199314 -0.00044000409970260774 -0.0030710711115041773 -0.00017574205590804604 -0.0019923797967261224 0.004387972260939752 0.00302365956259751 -0.00014588332127388298 -0.0045570673024489276 -0.054796577036651785 -0.00089303834473311518 -0.00057146609247856232 0.085251118324252334 0.0029060648710200619 -0.0054880790112661598 0.00023317364244189096 -0.0037251998096466867 -0.00025825803727666269 0.076695253585108633 -2.7733399486385053e-05 0.00087015329064032065 -0.0050015735644095916 8.5884154000353028e-07 0.0038958331914975466 -0.0018989710561983803 0.0025236547403287356 0.00020238690694091715 0.0045153938533083228 -0.00072412658037847256 0.00027867843753324036
leaf_weight=0.51766500706666718 0.51211069358504235 2.0558588140638454 0.51619837906070387 1.0166262507100325 0.51722355211633519 0.5321054068242218 0.52902350768197492 2.5051179868116682 0.53700379724068614 0.0018334734757442508 0.51067723758814665 0.51629306622571125 0.0068977984541430662 0.52491076605029974 0.5379288085037508 0.51513389748827709 0.53465813755784841 2.0373162945177672 0.033939745375846542 1.4169462694262618 1.0161449857187097 0.55331169469371122 18.344383354577459 0.52279759100929313 0.5048794749636728 0.52841939185600506 1.0054746414434701 0.55331387263250809 1.0007267311739267 2.5142286483523995
leaf_count=45 36 127 47 52 48 98 41 82 59 866 561 79 9 25 51 56 116 73 37 22 25 70 1118 12 17 48 11 152 16 35
internal_value=8.6855e-07 -1.69509e-05 -0.00137703 1.72668e-05 0.000400673 0.000586625 -6.43466e-05 -0.000736996 -0.00169012 2.77596e-05 -1.6846e-05 0.00124799 -1.33335e-05 0.000124353 -0.000580366 -0.00268937 -9.04802e-05 0.00062775 0.00394215 -0.00104068 9.88237e-05 -0.00119992 0.000193935 0.000125839 0.00102087 0.000283647 0.00100205 0.000256339 0.000608229 0.00104288
internal_weight=42.4191 41.9015 1.02831 40.8732 7.17346 6.65623 33.6997 4.05875 1.55363 29.641 28.5957 1.04532 28.5938 23.0072 5.5866 1.05306 4.53354 2.58193 0.544617 1.9516 23.0003 1.56946 21.4309 20.906 2.56157 2.03877 1.53389 6.12413 4.06827 3.06754
internal_count=4034 3989 83 3906 476 428 3430 193 111 3237 3117 120 2251 1335 916 107 809 671 598 138 1326 95 1231 1206 88 76 59 330 203 187
is_linear=0
shrinkage=0.1


Tree=696
num_leaves=31
num_cat=0
split_feature=0 10 13 16 10 10 13 16 13 3 15 18 5 2 19 13 16 0 15 5 12 3 2 19 17 10 0 16 15 9
split_gain=0.000100072 0.000392278 0.00208509 0.00312178 0.00305058 0.00427499 0.00217877 0.000325432 0.000210687 0.000159803 0.000315576 0.00149115 0.00109744 0.000217803 0.000160969 0.000112672 0.000258041 0.000214 0.00036516 0.000211427 0.00065818 0.00188017 0.000436856 0.000302452 0.000358432 0.000132113 0.000131024 0.000296844 0.00028981 0.00134992
threshold=85.121961326250016 61.622148808000013 117.99105042915001 22.794946695500006 59.632689791450012 58.167480110400007 116.60649449195002 22.704946905950003 116.35915634395 93.846007959550022 16.701947052500003 17.323446153950005 13.361597395450001 32.468269602050007 14.351157895250003 117.55283175385001 22.664946999500003 85.877418060900013 42.246988155050012 23.545618314050007 196.95882362420002 93.394346993650018 222.71270326640004 14.351157895250003 192.94032447935004 62.009286778800011 86.329079026800017 22.644947046300004 40.974857724300008 185.44496129890004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -1 10 11 -2 -13 -12 -11 16 17 -15 26 20 23 -22 -21 -17 -25 -24 27 -19 29 -28
right_child=7 -3 3 4 -6 -7 -8 -9 -10 14 13 12 -14 15 -16 19 -18 18 -20 22 21 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=-0.013918715441314053 -0.10004179946415344 -0.00062972011896495731 -0.087863133333324184 0.02244985758099137 0.055168965603641124 -0.10004264190520891 -0.10024305416709751 0.0023599567112657879 0.042225005561515462 3.1598190364685263e-05 0.045416463876229843 -0.050305930853069926 0.085805373460626722 0.0019757305758928171 -0.0024757750758517272 -0.00085068160955332941 -0.0023021482744292636 -0.0028470090252570809 -0.0026421939597290958 -0.0016001784782876738 0.0070165676135219776 -0.00015736362470737087 -0.00034566538726193383 0.0022317254769340994 -5.5036767177576498e-05 0.0011267475266513369 0.036508608596998469 8.5578252204475335e-05 0.0023707232979869688 -3.4540893497865842e-05
leaf_weight=0.0013939547088042117 0.0016787506859461711 0.85910516989811259 0.0034143936266131094 0.0086663514466636116 0.010289576937793754 0.0042446158422535527 0.0046466394954478574 0.58774900213938863 0.0012841380380450573 0.50360242346188389 0.0010570475060437392 0.0010999524499904862 0.0012836964191937777 0.5177317074375577 0.52083650723280783 2.0390990266168938 0.51277603624111989 0.52675026821817184 0.54377318246992246 1.5340731205797054 0.57085987408026984 1.0146907798225582 1.0162073991959917 1.0381713897077136 2.017354050418362 1.5221361509993583 0.010112687138234544 1.0012634966988114 0.51729635510521177 25.525030803649315
leaf_count=228 292 239 90 31 15 47 27 51 32 48 6 494 20 20 126 30 30 51 80 29 52 16 34 38 19 17 415 5 21 1431
internal_value=1.07615e-06 -0.00104629 -0.0115909 0.00141206 0.0145506 -0.0178208 -0.058838 2.36013e-05 0.013002 -9.94281e-06 2.17109e-05 -0.0278484 0.0229958 2.45478e-05 -0.00124318 2.33455e-05 -7.86977e-05 -3.88913e-05 -7.5978e-05 0.000300027 0.00064625 0.00242553 -0.000267899 9.25016e-05 0.000721933 0.000537278 -2.53827e-05 -0.000925369 2.74028e-05 -2.00687e-05
internal_weight=42.4177 0.893045 0.0339397 0.0266149 0.0232005 0.012911 0.00732473 41.5246 0.00267809 40.9369 39.9124 0.0040624 0.00238365 39.9084 1.02444 39.9073 29.1547 28.642 28.1242 10.7526 6.68018 1.58555 4.07242 5.09462 3.05553 2.53834 27.5805 1.52801 26.0524 25.5351
internal_count=4034 709 470 183 93 78 287 3325 260 3274 3100 806 514 2294 174 2288 2053 2023 2003 235 155 68 80 87 57 51 1923 56 1867 1846
is_linear=0
shrinkage=0.1


Tree=697
num_leaves=31
num_cat=0
split_feature=15 16 15 5 2 6 5 14 2 10 5 14 16 16 18 15 15 3 0 4 18 2 10 6 6 15 16 15 7 9
split_gain=9.17332e-05 0.000322935 0.000138046 0.000956131 0.000342152 0.000260605 0.00033099 0.000403523 0.00032583 0.000250813 0.000397686 0.00024097 0.00435204 0.00145278 0.00417062 0.00292746 0.00111053 0.000788735 0.0014859 0.00118181 0.000826799 0.000763323 0.000599045 0.000526361 0.000436209 0.000298125 0.00134008 0.00113223 0.000217558 0.000273641
threshold=46.683480308100009 22.584947186600004 42.713473568600008 23.545618314050007 176.84505046235003 16.455384477450004 22.649179082500002 128.57956104760004 194.17955033580003 61.998532946250002 23.928204628200003 285.93967426180006 22.614947116400003 22.554947256700004 14.164583421250002 35.83914456115 34.139075990150012 82.081315180750025 97.991610396700011 290.29001804785008 16.678478692200006 253.13454704850002 80.882262854550007 15.945372561050002 13.435313913950003 16.701947052500003 9.719977270450002 16.914647018700006 23.127267687200003 205.88909726980003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 -1 -7 10 -6 25 13 14 -13 16 17 18 -16 -19 24 22 -22 -17 -20 26 -9 -27 -11 -30
right_child=1 -3 3 4 9 8 -8 11 -10 28 -12 12 -14 -15 15 23 -18 19 20 -21 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.051903625218620714 0.00029091157312694774 -0.0027673946317070403 0.0044837807879982523 -0.0017325815247982127 0.0012137783970948596 -0.00032297300424905217 0.0026161214200161069 0.043023676057190069 -0.0028678900509124922 0.00011097065957803293 -0.0026987916212614931 0.095991982081903432 0.062432331778374539 -0.00027830769395009291 0.092247105979091748 -0.10007524605390153 0.086250868545643677 0.037090671047633486 -0.10001265744865678 -0.10004957688225907 0.089967469675731465 -0.048610280406968874 -0.0030089529105774178 -0.016872131550877707 -0.0075043773602571908 0.099890148620920258 -0.1000389899922639 4.2271426220488322e-05 0.0037872547296623066 0.00052185510915824592
leaf_weight=0.0014928195523599133 1.0058089234407179 0.52573459638509801 0.54373483588887506 0.87583299070664944 0.51586377661442406 10.238796612812127 0.52798723706722483 0.001222357065850747 0.52908500246283274 1.0106648356631924 0.52333520479055551 0.0061389343738793211 0.011727260571205989 0.50493976283178199 0.0022999443694757277 0.0027727498155964972 0.0022463233487002307 0.0011230854407582322 0.0010253779109965239 0.0014265189208395035 0.0016676650899967171 0.0010437335742957002 0.0011856402619401405 0.0010476044517417904 0.0010135789185028443 0.0011357377518262926 0.0014100477775836626 24.5465746642315 0.52065628688231391 0.50607317778303695
leaf_count=6 24 112 66 35 11 662 120 178 150 16 31 43 36 21 16 80 15 11 153 73 29 304 182 12 13 11 161 1418 35 10
internal_value=9.06857e-07 -0.000758916 2.93707e-05 0.000552119 1.12408e-05 -3.52221e-05 0.000138277 8.61366e-05 -0.000448019 0.000507666 -0.000756572 8.92299e-05 0.00217949 0.000841056 0.0254249 -0.000281278 0.0222853 0.00896306 0.0240092 -0.0396401 -0.00243012 0.0245653 0.0513328 -0.0772596 -0.0540262 4.32824e-05 -0.0336078 4.6891e-05 0.00115251 0.00217774
internal_weight=42.4151 1.53154 40.8835 4.49616 3.95243 36.3874 25.6195 25.0915 10.7679 3.07659 1.0392 25.09 0.539658 0.527931 0.0229912 0.0168522 0.0130319 0.0107855 0.00823594 0.0025496 0.005936 0.00389704 0.00285331 0.00382035 0.00203896 24.5503 0.0026324 24.5477 2.03739 1.02673
internal_count=4034 136 3898 204 138 3694 2882 2762 812 103 42 2756 988 952 931 888 796 781 697 84 681 515 211 92 166 1768 339 1429 61 45
is_linear=0
shrinkage=0.1


Tree=698
num_leaves=31
num_cat=0
split_feature=2 12 9 12 9 9 2 6 2 2 7 15 10 2 6 19 8 9 8 19 15 5 19 13 18 17 6 15 6 16
split_gain=8.78584e-05 0.000165011 0.000316932 0.000122976 0.000302761 0.000767398 0.000173784 0.000194394 0.000174482 0.000236049 0.000200785 0.000675134 0.00454906 0.00435768 0.0062919 0.00325648 0.00209115 0.000608371 0.000757013 0.000472716 0.000291945 0.00859108 0.00891271 0.00242604 0.00187218 0.000751056 0.000628598 0.000245741 0.00025815 0.00106029
threshold=49.864842700850012 82.696898122450008 212.35746315350005 107.96682590455002 211.04147598835002 205.67007911670001 95.420340682600013 16.455384477450004 100.60547560250002 96.242542698950004 23.109894804950002 20.520114807950005 78.527173532250018 141.45287911200003 12.350288562550002 10.550851274900003 7.4441906275000003 194.82237869650001 8.7431769115000026 10.450843205950003 40.94720173475001 21.633008747850003 14.351157895250003 116.60649449195002 13.342238590850002 173.77968723070003 16.525386113000007 24.719476717350002 16.525386113000007 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 -2 4 5 -3 7 -5 9 -8 17 12 13 -12 -15 19 -17 20 -19 -14 21 -10 23 24 25 -23 -22 -13 -29 -30
right_child=1 3 -4 6 -6 -7 8 -9 10 -11 11 27 15 14 -16 16 -18 18 -20 -21 26 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0012965731862007699 -0.0029933742223078983 0.00025685342555030374 0.00052408572726533973 -0.00041199586355384086 -0.0019350415327639759 0.004213542627368178 -0.00026300534924488092 -0.0024822968205527349 -0.00025140981244295803 0.0027436773731523644 0.10003369561089957 -0.0020214723249565368 0.013105918330378356 0.085355190079245136 -0.1000809632251069 0.035711783510452975 -0.095402662967228033 -0.0053541246288705078 1.2443368816070436e-05 0.098929608582906198 -0.0036523649869775175 0.0075991790532464647 0.08146715401347572 -0.10020851684161508 -0.10018150734578375 0.095791767565363201 7.0803591953587703e-05 0.00023018537787273727 0.00081994890539548995 -0.0046181098007003719
leaf_weight=0.51699134467949548 0.52229447322325329 6.1254992407224798 0.50271124051953864 3.5398520960837834 0.5186067378274285 0.53281912052702285 0.50578483040010869 0.52018911107643351 1.0212689617597404 0.53976825717464294 0.0082585318014088901 0.54007484341846534 0.0011552905868740769 0.0037168054766066024 0.0036039592980919716 0.0015234842390578485 0.0060352401707568504 0.53765077710742459 0.51427439090417604 0.0014438708062562977 0.53612319186211133 0.002772001219277084 0.025050527804069134 0.0034650684179308167 0.0012665485177285971 0.0014818118672117464 2.9413470425301824 20.868023445415119 1.0157915972049512 0.55412723572415234
leaf_count=45 75 325 11 166 47 101 63 27 206 57 10 248 329 33 29 273 126 51 56 37 76 270 26 162 51 53 49 938 24 70
internal_value=9.25995e-07 -1.50621e-05 -0.00126825 1.63665e-05 0.000392213 0.00057348 -6.36899e-05 -0.000677251 2.03718e-05 0.0012892 -2.60324e-05 0.000104546 0.0162917 0.0502393 -0.00593368 -0.0357741 -0.0689761 -0.000563893 -0.00273047 0.0607822 -6.1094e-05 0.00139574 0.0508195 -0.0346231 0.00654406 0.038321 -0.000503199 8.6415e-05 0.000137151 -0.0010995
internal_weight=42.413 41.896 1.02501 40.871 7.17693 6.65832 33.694 4.06004 29.634 1.04555 28.5885 23.0038 0.0257372 0.0155793 0.00732076 0.0101579 0.00755872 5.5847 1.05193 0.00259916 4.53278 1.0553 0.034036 0.00898543 0.00552036 0.00425381 3.47747 22.978 22.4379 1.56992
internal_count=4034 3989 86 3903 473 426 3430 193 3237 120 3117 2117 837 72 62 765 399 1000 107 366 893 768 562 536 374 323 125 1280 1032 94
is_linear=0
shrinkage=0.1


Tree=699
num_leaves=31
num_cat=0
split_feature=18 18 10 10 5 0 5 8 12 18 7 6 15 0 4 16 9 2 8 15 6 10 12 18 9 7 5 5 2 8
split_gain=0.000104484 0.000172536 9.62839e-05 0.000616441 0.00055956 0.000173443 0.000524502 0.000446266 0.000300705 0.000147777 0.00014742 8.98381e-05 0.000280332 0.000670904 0.000285392 0.000246629 0.000510457 0.000381193 0.000808504 0.000192707 0.00101422 0.000215245 0.00115498 0.000168404 0.00028142 0.00041506 0.000239108 0.00043193 0.000808119 0.000313069
threshold=16.869810935650005 16.304170230500002 75.634392583900009 75.408562100950022 15.363313533450002 96.959242474650011 16.569990495050003 8.3434888241000014 63.174563425750001 15.946034773700001 25.016749795550002 16.465384711100004 41.492094664050008 86.103248543850015 273.85977434290004 22.654947022900004 193.24048816455004 105.5555618261 8.3434888241000014 44.190294328500009 16.405383309150004 62.041548276350007 196.95882362420002 13.276755824150003 197.63955579655001 22.444423115000003 20.971847224900007 21.876867948900003 116.68694986600001 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 5 9 6 -1 -7 -8 10 -4 19 14 15 -13 16 -14 -17 -19 21 -21 22 -10 24 25 -23 29 28 -28 -25
right_child=-2 -3 4 -5 -6 7 8 -9 11 -11 -12 12 13 -15 -16 17 -18 18 -20 20 -22 23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0032215796996412451 0.0014185700823131162 -0.0018213114544545302 2.9583291623502545e-05 0.0034210939403285625 -0.0035169123879913058 -0.0033389915678578054 -0.023770067862167805 -0.00015912617525500443 0.0001124645723438528 0.0010129597275287156 -0.0019423537340874123 -0.00035931221180039767 0.00030020460844486295 0.0036645207344777053 -0.0027628081474207868 -0.00064159125043670344 -0.003552469769915724 -2.764912992970841e-05 0.0047665613366178333 -0.0042440242146244821 0.0019774996495304027 -3.4988250705597264e-05 0.0052121733899421537 7.2341068520743852e-05 -0.00087378014847326396 0.0039527204932071278 0.00045760968421851961 5.1052334014210833e-05 -0.0050879434526664401 0.0025244328843658363
leaf_weight=0.5197632876879571 0.51367428404587556 0.52298569380601279 1.5066063588198553 0.53577180242994771 0.52151684950975807 0.53555506318158252 0.0053120430810470456 2.5088506235741761 2.5508094049806291 1.0155610401408188 0.50659097914464912 8.6368739614276393 1.0123202863763454 0.56933898921124626 0.52400587445819446 1.4010436443932124 0.52084015558663299 1.0154419871037133 0.53819996209029675 0.52778774858878319 0.52035484285141953 0.50906666046910654 0.53772353321504329 10.184243061763741 0.50071567983832199 0.53566721106653858 0.50213884858385471 2.0305279015896711 0.55125534068458504 0.54872805537274949
leaf_count=60 775 231 176 27 77 131 25 28 82 67 161 602 30 38 136 13 42 26 52 88 42 117 68 531 4 67 52 114 94 78
internal_value=1.02945e-06 -1.63508e-05 6.46551e-06 5.32043e-05 -0.000491459 4.81097e-06 6.91201e-05 -0.000718511 2.05313e-05 2.94886e-05 -0.000466625 2.42794e-05 -0.000166878 0.000430749 -0.000496793 2.05052e-05 -0.00100861 0.000554506 0.00163312 0.000163665 -0.00115532 0.000238593 0.00100034 8.54474e-05 0.00107543 0.00200963 -2.52838e-05 -0.000801353 -0.00244445 0.000197705
internal_weight=42.4093 41.8956 41.3726 37.8223 3.55028 37.2866 34.2422 3.04441 33.7224 3.02876 2.0132 33.7171 14.2181 5.05719 9.16088 4.48785 1.53316 2.95469 1.55364 19.499 1.04814 18.4509 3.08853 15.3623 1.54545 1.04473 13.8169 3.08392 1.05339 10.733
internal_count=4034 3259 3028 2547 481 2520 2361 159 2301 404 337 2276 939 201 738 163 72 91 78 1337 130 1207 150 1057 188 184 869 260 146 609
is_linear=0
shrinkage=0.1


Tree=700
num_leaves=31
num_cat=0
split_feature=18 18 2 12 9 12 14 7 0 2 12 10 0 15 14 12 2 12 12 8 15 17 12 0 3 6 19 7 9 2
split_gain=8.47097e-05 0.000139591 8.22398e-05 0.00312412 0.00144376 0.000575765 0.00678623 0.000260283 0.000255287 0.000173649 0.000282235 0.000200246 0.000200238 0.000144592 0.00323888 0.00377 0.00151775 0.00107535 0.00141506 0.000741601 0.000483146 0.00817055 0.0111149 0.0069448 0.0198846 0.000381714 0.000213545 0.000253074 0.000212981 0.00035973
threshold=16.869810935650005 16.304170230500002 83.586740321150003 108.57174425965 192.31210988165003 110.40005327080002 180.62805478345004 25.335171910400003 86.20003303655001 71.340832650850004 88.640149746550023 75.166600869200025 96.959242474650011 27.201366220250005 176.96609813925002 114.64361763410001 89.995434560150002 115.02544258150002 115.75959681050001 8.1436447804000007 31.504255087500002 201.96256717700001 164.26638063525002 94.773526014550015 85.538672336450006 14.865347326450001 12.751028791950002 24.940142267700004 198.74336288960004 107.61146075735
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 4 -4 6 -5 8 -1 10 12 -11 -10 19 -15 -16 -17 -18 -19 26 21 22 23 24 -20 -24 27 -7 29 -26
right_child=-2 -3 3 5 -6 13 -8 -9 9 11 -12 -13 -14 14 15 16 17 18 20 -21 -22 -23 25 -25 28 -27 -28 -29 -30 -31
leaf_value=0.0022435575504082639 0.0012779857830389472 -0.0016372076568698978 0.022871794428116113 0.061099974644071187 -0.10022880964873487 0.0023791234291976552 -0.10016337798677102 0.0024361360184199494 0.00033169540495674898 7.4148248829583886e-05 -0.0026057443823029819 0.0016638021856858747 -0.0013270228816064072 -0.069771958274292681 -0.10014742471390564 0.10000558713094183 -0.10008965124181923 0.073393314335620172 -0.086760011408740498 -0.0041001539074485586 -1.8832167845058766e-05 -0.00099551184158663125 -0.10007196299083704 0.096704803370441628 0.10005427507389553 -0.052670319559836226 -0.0018156868352391141 -0.00018439775690695491 0.099364599348762669 0.045277843028989011
leaf_weight=0.54154804682480495 0.51319386326197403 0.5235816803439225 0.0012093890445744595 0.0049734542991025643 0.0044895848780619474 0.51654668546002525 0.0054900562836170952 0.52037063281739016 2.5323766902984066 3.5464329969289139 0.53646409673820006 1.0204347900889841 1.0212913551514455 0.0066480609847435748 0.0037557671221318803 0.0015189686237161429 0.0010724605128044065 0.0026301207926192607 0.010340341723355961 0.53144064982603634 27.972132244317343 0.518684160893081 0.0038937900301343467 0.022625182356932783 0.0025326062459498635 0.0030136907963509429 0.51296096468542529 1.513323387994332 0.010963841185002821 0.0022766793864992252
leaf_count=149 775 231 63 26 67 465 17 23 97 80 39 13 29 19 15 9 3 7 20 80 1112 60 52 10 2 29 328 140 21 53
internal_value=1.01149e-06 -1.46308e-05 5.90391e-06 -7.22221e-05 -0.0741054 -5.88901e-05 -0.0235126 0.000260344 0.000137258 5.49565e-06 -0.000467757 0.000429345 -0.000145005 -5.1133e-05 1.90052e-05 3.52534e-05 4.84317e-05 4.31137e-05 4.68752e-05 -0.000702765 4.01174e-05 0.00291119 0.0393261 0.0561512 0.0210149 -0.0793909 7.27473e-06 0.000467949 0.0916685 0.0741235
internal_weight=42.4082 41.895 41.3714 31.6525 0.00569897 31.6468 0.0104635 9.71892 9.19855 8.657 4.09013 4.56687 3.55367 31.6364 28.5621 28.5554 28.5517 28.5502 28.5491 3.07427 28.5465 0.57433 0.0556461 0.0487387 0.0261135 0.00690748 2.54283 2.02987 0.0157731 0.00480929
internal_count=4034 3259 3028 2598 130 2468 43 430 407 258 165 93 126 2425 1412 1393 1378 1369 1366 1013 1359 247 187 106 96 81 933 605 76 55
is_linear=0
shrinkage=0.1


Tree=701
num_leaves=31
num_cat=0
split_feature=10 5 5 17 17 0 9 17 15 15 6 7 9 5 3 16 0 0 15 0 5 16 15 12 2 10 3 7 10 10
split_gain=7.85791e-05 0.000295914 0.000474129 0.000298324 0.00100031 0.000352961 0.000310015 0.00166065 0.000276875 0.000240598 0.000348189 0.000155488 0.000141563 0.000492668 0.000453168 0.000169896 0.000109607 0.000550358 0.000309747 0.000253172 0.000209167 0.0010904 0.000245273 0.000186189 0.000143576 0.000132808 0.000503331 0.000736631 0.000425336 0.000329866
threshold=62.041548276350007 20.305669781650003 20.971847224900007 188.41589330430003 190.94474013770002 85.925810307250018 196.64273721640004 192.94032447935004 40.042228346200012 42.246988155050012 16.495385412050002 22.407814303000006 206.57490536735003 22.213482503200002 93.216908757050007 22.614947116400003 86.329079026800017 86.054856297550018 40.974857724300008 86.479632682150012 20.971847224900007 22.574947209950004 38.483556206400003 164.26638063525002 133.20345888755003 66.590419433100024 91.017750006350013 22.870118039000001 69.563854125350005 70.206395618550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 -5 8 7 -6 -4 16 -11 -10 13 -8 -15 -14 17 -2 19 -18 25 22 23 24 -22 26 27 -21 -27 -30
right_child=9 2 3 4 6 -7 12 -9 11 10 -12 -13 15 14 -16 -17 18 -19 -20 20 21 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.0025488593708804974 0.00021982339657727773 -0.0028429449624940168 -0.0022300397716223256 0.0047288093229010571 -0.00087389034522841909 -0.0027621129016181293 0.00035298766583113315 0.0059293807873458523 -0.0006059978498818365 -0.0033364262273859976 0.00029319760334352242 0.00070295457183824038 0.0022162718184791813 -0.0043296286721625551 -0.00016019991463997465 -0.0003692041018614515 0.0021558949653580394 -0.0035465920452815523 0.0024435259446536541 -0.00033471547572196185 0.00075473779564024163 -0.0049302138470961876 -0.0010571738203225046 0.0022682208815745903 -0.001309555083906167 -0.0028230544872806505 9.6092337166816237e-06 0.0049137298292688614 0.0023929200522370912 -8.6457190426475711e-05
leaf_weight=0.51839005711662522 1.5240688876486914 0.52073910208946372 0.51602087208313996 0.55852901610148986 1.0199873830954533 0.53849584242423265 2.5101508421648764 0.55348719091565612 1.4154958160177131 0.54279736441084192 0.51511310515525999 2.5287421199178777 0.51176361289412831 0.51839875950099645 0.52435200204794796 0.50491287859091472 0.52058182555037191 0.52044352425946261 0.51747804304259659 0.50950801314684635 1.0123304233555375 0.5363318775926017 1.5103733669890029 0.51500703564112882 0.50501038919855989 0.55146198050490625 4.5107104194510583 0.56280799312298768 0.55685845410042567 14.751414657831274
leaf_count=18 199 37 502 63 30 27 15 45 32 119 21 43 13 42 55 35 14 45 21 26 72 30 48 99 5 126 66 81 74 2031
internal_value=1.041e-06 0.000208766 0.000109504 0.000240907 0.000677008 -0.000343752 0.000308617 0.00151924 -5.17781e-05 -8.81734e-05 -0.00156911 0.000233202 -0.000108244 -0.000405985 -0.00223301 0.000932245 -3.34023e-05 -0.000738941 2.09083e-05 -2.72305e-05 -7.17609e-05 -0.000728135 -9.19836e-05 0.000625314 6.76876e-05 5.31012e-05 0.000472556 0.00241995 -9.45574e-05 3.7334e-06
internal_weight=42.4018 12.7395 12.2211 11.7003 6.70158 4.99875 6.14305 1.57347 4.46026 29.6623 1.05791 3.94424 4.56958 3.5529 1.04275 1.01668 28.6044 2.04451 26.5599 26.0424 25.5218 4.07905 3.54272 2.03235 1.51734 21.4428 5.58303 1.07232 15.8597 15.3083
internal_count=4034 957 939 902 298 604 235 75 577 3077 140 75 160 112 97 48 2937 244 2693 2672 2658 254 224 176 77 2404 173 107 2231 2105
is_linear=0
shrinkage=0.1


Tree=702
num_leaves=31
num_cat=0
split_feature=15 18 4 3 15 19 16 19 7 6 18 6 16 18 13 2 0 14 2 10 2 13 5 15 13 2 16 13 7 7
split_gain=8.62326e-05 0.000470373 0.000223507 0.0025318 0.0056204 0.00318445 0.00280894 0.00144666 0.000811304 0.000763423 0.00105231 0.000891134 0.00192423 0.000594625 0.000297192 0.00027068 0.00026858 0.000224189 0.000464514 0.000703814 0.000376143 0.000226888 0.000157729 0.000733827 0.000725775 0.0016397 0.000523276 0.000143207 0.00139538 0.00191123
threshold=45.169600924000008 13.3584252364 292.86187543885006 92.437255899200025 41.195083317300011 14.451165964200003 22.624947093000003 14.351157895250003 24.437987282900004 13.65531905435 17.399600107550004 13.78532209185 19.254954973500002 15.561419761650003 117.64961624655002 213.11064599365002 103.65888013570002 287.57399983670007 189.28685862455004 62.391047833300007 186.79363985910004 117.50981642375002 23.545618314050007 41.800301886400014 98.050756475600011 134.33885108415004 14.274966618900002 117.72489307420001 22.105125139000005 21.147833206800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 17 4 5 6 7 9 -6 10 -4 -11 13 -13 15 -5 -12 18 20 -20 22 -19 23 24 25 -1 -27 28 29 -26
right_child=1 -3 3 14 8 -7 -8 -9 -10 11 16 12 -14 -15 -16 -17 -18 21 19 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.1000636604497101 6.6688593222126325e-05 -0.0031648039494206561 -0.10001244370891792 0.00084545136403704399 0.10006000155020914 -0.062901383670706745 0.10001667198655365 -0.088899523053148452 0.05138244296917871 0.10000984738175839 0.048905151643460106 -0.10004791613585923 0.076938043195786468 0.0016123589822093472 0.0026607361595828694 -0.0019652863255208443 -0.020736445456002416 1.9816305200713617e-05 0.0046338800346927824 -0.00056354026705761502 -0.0027133926624600714 -0.0029721810997338461 -0.0013139497989200786 0.0036326527427389729 0.032270530982142755 -0.017950767089887115 0.070774778412930991 -0.0015974991323318239 2.1221670921858627e-05 -0.075125458495495331
leaf_weight=0.0023191038123430143 2.5296037614971612 0.54802475583980692 0.0012260033757945602 1.0095430216092607 0.0073801405451376922 0.0064957980195003975 0.0034564536035759383 0.0016721573265385823 0.006387220557858786 0.0015050828660605475 0.0011520537918841001 0.0012383914127389595 0.0022592573914153036 0.0010746452515242311 0.51922556489913851 0.51864035789663754 0.0010663712276044787 0.50488733996334534 0.53556589989622727 0.50737475166843493 0.51703443815108485 0.50892199065197019 0.88505011491532926 0.55864198442259194 0.002387464971661645 0.001955439597538966 0.0010070307644287624 0.56296901181849435 32.647316323717128 0.0054163967056615192
leaf_count=305 97 125 333 13 8 30 20 8 37 6 42 67 11 23 32 124 353 73 45 27 34 15 460 52 97 220 42 42 1235 58
internal_value=1.02459e-06 -0.000508734 4.09209e-05 0.00104915 0.0277513 -0.00462269 0.0212173 -0.00311425 0.0774766 0.0119508 -0.0256609 0.0332677 0.0112978 -0.0528162 0.000593807 -0.000108467 0.0154292 -1.5454e-05 2.55909e-05 0.00210541 -3.606e-05 -0.00148214 3.87045e-06 3.83958e-05 -2.20406e-05 -0.0370888 0.0122097 -1.61471e-05 1.11151e-05 -0.0422694
internal_weight=42.4008 3.07763 39.3232 2.08232 0.0349136 0.0211462 0.0146504 0.011194 0.0137674 0.00952181 0.00344443 0.00607738 0.00457229 0.00231304 2.04741 1.52818 0.00221843 37.2408 36.227 1.04294 35.1841 1.01381 34.6671 33.782 33.2234 0.00528157 0.00296247 33.2181 32.6551 0.00780386
internal_count=4034 222 3812 1107 938 893 863 843 45 835 728 107 101 90 169 137 395 2705 2617 72 2545 88 2511 2051 1999 567 262 1432 1390 155
is_linear=0
shrinkage=0.1


Tree=703
num_leaves=31
num_cat=0
split_feature=10 6 15 6 15 17 17 5 9 19 16 17 17 18 5 14 3 17 8 15 3 5 16 14 17 8 9 9 14 0
split_gain=9.42354e-05 0.000234359 0.000209455 0.000281879 0.000159369 0.00317754 0.000284746 0.00167761 0.000157478 0.000323707 0.00125033 0.000202643 0.000275602 0.00052708 0.000139192 9.83095e-05 0.000934515 0.000509419 0.000488747 0.000273287 0.000599406 0.000209117 0.000201003 0.000169797 0.000126077 0.000456391 0.000299346 0.000489826 0.00053658 0.000217024
threshold=62.041548276350007 16.415383542800004 42.246988155050012 16.495385412050002 35.965617804200001 185.24175881545003 193.10154186985002 21.454033346250004 198.96357396150003 14.351157895250003 22.574947209950004 190.25644477395002 187.51563899930002 12.933745112000002 22.387336278850004 241.71484286130001 93.090551224900011 193.70011821090003 8.2435668022500028 37.870720399650004 93.579850604650019 22.127107789600004 22.644947046300004 264.30638260435006 203.00435256470004 8.1436447804000007 199.17419511990002 195.30595290385003 157.58516208295003 97.878695155250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 5 -3 8 -8 9 10 -6 12 -11 -14 -10 19 17 18 23 22 -21 -19 24 -17 26 -26 27 -2 -29 -28
right_child=2 4 3 -5 6 -7 7 -9 14 11 -12 -13 13 -15 -16 16 -18 21 -20 20 -22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0022316008777592189 6.7668066354865778e-05 2.3755065826966757e-05 -0.0030661477676953968 0.00019908781056328297 0.0015798147303269412 -0.039420937464222594 -0.00025185502302708495 0.0057898504372599748 0.0013951838169709609 -0.00064296481248716651 -0.0053025461957297562 -0.00086482570197407506 -0.00043154836241685772 0.0040094224271623301 6.7396187018124826e-05 -0.001764406050382381 -0.0044462628655988542 0.00010986315002136455 -0.0042495348919022414 0.0040826514518664944 -6.2991834229502068e-05 0.0021844310377810926 -0.0019708907958984677 0.00081370932406781222 1.9223323304494994e-05 -0.0032045776327393411 0.00074024728515070673 -9.0181714240268349e-06 -0.0045217733899240373 -0.00080857853959469218
leaf_weight=0.5584688392888858 4.0772265901075775 0.50906016098333484 0.54363477430978757 0.51468817643991294 0.50751770238616589 0.021276308567789393 1.9990928148627065 0.59679456225430172 1.0181149013224056 0.8721035732523893 0.55006022261170484 1.5219945183612618 0.54345422296319135 0.52584313287260898 3.5161869824093284 0.51080088567574522 0.51487964090662686 7.5922896826776469 0.51643620020920611 0.53211106496928451 1.0122218091692046 0.5191067482038817 0.51432421870413136 0.51104556776124299 2.5163466659981064 0.53197505975597881 7.1599286723751669 0.50803476893088351 0.54735824842229164 1.0355438633064942
leaf_count=116 543 440 119 21 4 37 10 121 10 24 49 37 4 39 66 113 43 927 52 27 32 28 12 402 93 66 322 15 63 199
internal_value=1.01076e-06 0.000228479 -9.67013e-05 -0.00147818 0.000136645 -0.00155871 0.000213814 0.00113713 -5.08756e-05 -0.000468511 -0.00199979 -9.21471e-07 0.000676351 0.00175237 0.000365533 -4.55799e-05 -0.000295267 -7.37813e-05 -0.00174222 9.20901e-05 0.00136542 0.00024263 -2.43313e-05 -0.00047504 3.68031e-05 -0.000543375 0.000169498 -0.000429355 -0.00234947 0.000544544
internal_weight=42.3979 12.74 29.658 1.05832 12.1815 0.530336 11.6512 2.59589 9.05528 4.52097 1.05758 3.4634 1.9414 1.0693 4.5343 28.5996 10.1646 9.64968 1.53828 18.4351 1.54433 8.1114 16.8907 1.02185 16.3764 3.04832 13.3281 5.13262 1.05539 8.19547
internal_count=4034 957 3077 140 841 477 364 131 233 157 53 104 67 43 76 2937 1565 1522 567 1372 59 955 1313 515 1301 159 1142 621 78 521
is_linear=0
shrinkage=0.1


Tree=704
num_leaves=31
num_cat=0
split_feature=6 10 13 16 3 12 12 15 5 16 2 18 4 16 8 17 15 8 0 16 5 12 5 9 3 4 12 4 17 9
split_gain=0.000105064 0.00027762 0.000498979 0.000499701 0.00056388 0.00053154 0.000356084 0.000220224 0.000455521 0.00136138 0.000279002 0.000843286 0.000270146 0.000212003 0.000304651 0.000494724 0.00017933 0.000170298 0.00016375 0.000173809 0.000152641 0.000155371 0.00100904 0.0102438 0.00680881 0.00653616 0.000380093 0.00471209 0.0080821 0.000360014
threshold=16.465384711100004 62.052302108850007 117.56896250265002 22.624947093000003 93.794927255050013 182.87454670205003 118.69549532925002 41.492094664050008 23.545618314050007 22.794946695500006 207.18514273665002 13.131682570750003 273.85977434290004 22.674946976100003 8.3434888241000014 187.77231677760003 42.493282152450007 8.543332867800002 86.162394622750014 22.644947046300004 22.649179082500002 147.88310320375004 19.234448447350001 190.73543849905005 86.589859465500012 171.27730165960003 170.91907549135001 229.04063404465003 198.10578792550004 194.04304600165003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 -4 12 9 -9 11 -10 13 14 15 -2 20 -16 19 -12 21 22 -3 -24 -25 -26 27 28 -23 -27
right_child=7 16 3 5 -6 -7 -8 8 10 -11 18 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 26 23 24 25 29 -28 -29 -30 -31
leaf_value=0.003721995864075239 -0.0009034363292323459 1.3449441934648076e-05 -0.00037747453996373435 -7.3324116891027217e-05 0.0010226342293705973 0.0031401493227226074 -0.0040912448587265065 0.0055342740227209428 0.00024209291454219551 -0.0014653076628192473 -0.0014134545056998409 -0.0044546112537700152 -0.0027183734043047685 -0.0023186887225914864 -0.0010578409640538365 0.0034445012628275167 -0.0018448587310660577 -6.4900671163811368e-05 0.0021554671229876677 0.00085278803087815696 0.0017175716395116886 0.0045885517255317317 -0.00016501252367684613 -0.038158417629314823 0.019735301144254581 0.072587708594412603 -0.0001708542969889996 -0.00015619134781681796 -0.081169850571800706 0.099767923276183224
leaf_weight=0.52552316053178127 0.50754529519073688 12.243976204415427 0.49873898923397064 1.0198235999305327 1.0093902843734908 1.0393141560649874 0.53527141538506839 0.56582640136912166 1.3726783104189375 0.54599049396347255 0.50831264587016312 0.52984634697019695 0.52370192417124783 0.52912856255784468 3.0145657530010794 0.54025774529145565 0.53007662759836094 4.0449739883796658 0.51699204108808761 1.0125715212749069 0.51510596608496939 0.024345159250063753 0.51360618323508056 0.0085157450885162689 0.022880656310007907 0.006491345338872633 9.1380754262527351 0.51291674696592904 0.020031452937473659 0.019549303400708595
leaf_count=87 365 849 2 26 26 40 44 39 40 7 34 35 136 84 29 30 101 118 15 31 74 38 120 15 26 19 1326 191 18 69
internal_value=9.77414e-07 0.000112766 0.000820834 0.000449203 -0.000658682 0.00154862 -0.00229996 -0.000220704 0.000309338 0.00209692 -0.000195044 -0.00106592 -0.000513044 -0.000379316 -0.000252742 0.0013384 -2.63505e-05 -0.000488906 0.000617992 9.53604e-05 1.55139e-05 -2.34343e-05 0.000205081 0.00431393 0.044365 0.0587299 -0.000325478 -0.00286089 -0.0341225 0.0929925
internal_weight=42.396 28.1836 4.62806 4.10254 2.0434 2.05914 1.03401 14.2124 5.05222 1.11182 3.9404 1.90252 9.16017 8.63647 8.10734 1.0478 23.5556 7.05954 2.03788 1.52088 23.0255 22.5104 12.815 0.571043 0.0574371 0.0489213 9.69537 0.557293 0.0443766 0.0260406
internal_count=4034 3071 225 138 72 66 46 963 201 46 155 75 762 626 542 395 2846 147 80 65 2745 2671 1098 249 129 114 1573 247 56 88
is_linear=0
shrinkage=0.1


Tree=705
num_leaves=31
num_cat=0
split_feature=10 5 5 5 12 3 9 16 2 10 7 5 15 8 8 0 10 19 2 18 5 3 10 7 3 19 0 15 6 6
split_gain=9.9969e-05 0.000265656 0.000400101 0.000227868 0.000744544 0.00205096 0.000395744 0.000674711 0.000225385 0.000695058 0.000634976 0.000214654 0.000828632 0.0171013 0.00335672 0.00683638 0.000660624 0.000252119 0.000374748 0.000527879 0.000479793 0.000222994 0.000199041 0.000192349 0.000830145 0.000130831 0.000140089 0.0001237 0.000105431 0.000319097
threshold=62.041548276350007 20.305669781650003 20.971847224900007 23.545618314050007 196.95882362420002 93.394346993650018 187.94830913940004 22.674946976100003 209.01099100540003 61.923256118600001 23.032902590750002 20.911722254300006 37.050691080100002 8.543332867800002 8.3434888241000014 86.643628628100018 62.111448187750007 14.551174033150001 154.31016903475003 13.142272494650003 21.876867948900003 92.864720741950009 62.132955852800002 23.150522195450005 93.819123378250012 14.451165964200003 85.963448721100022 43.216642080150002 16.165377701450002 16.495385412050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -4 9 -5 -11 28 13 14 15 22 -17 18 19 -14 -20 -22 -13 24 -8 26 -10 -23 -2 -30
right_child=11 2 3 8 5 -7 23 -9 25 10 -12 12 17 -15 -16 16 -18 -19 20 -21 21 27 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0024537037670068094 -1.0843806785938337e-05 -0.0025711043136534793 0.0043360410607608552 0.00093976649112301246 0.007368122171158036 -0.00014443960683586211 -0.0042900285247354838 -0.00075637544198991341 0.0003583391526012005 -0.0003448507117436748 -0.0053246970203272657 -0.10044854697435875 -0.0009202006144117021 0.00012978433591173701 -0.10049561323098007 0.10003611715607266 0.025527929943356842 -0.0023737553814266402 -0.0034972450650747576 0.0020165454217313796 0.0016194445721202781 -0.0010616171539256662 -0.060404891331661492 3.2738815143969065e-05 0.0011843304493764683 0.0017196121891960481 -0.0014971280421027626 0.00029511774376960663 0.0028045744486583134 -7.9719770961815056e-06
leaf_weight=0.51788878958901463 19.881016267525077 0.52063917560098971 0.5224690647403063 0.89161769625955756 0.56518335044589529 1.0178300589440843 0.54521461593685649 0.51825916607049294 2.0151397997199982 0.5032481768640007 0.52127031812057822 0.0062041181372473843 1.0157791747675395 0.51417390012615005 0.019789324724115431 0.0021827979944646358 0.0026163664734654007 0.52634385046536092 0.53140663533770016 1.5400413295647011 0.52862648077688357 2.0060691204544132 0.0015517669636682567 3.003094888816122 0.56309309304560884 0.52430297886513688 0.50986176292644803 1.0105436910337848 0.54940476110368663 1.5178044241463555
leaf_count=18 2285 37 23 356 51 23 29 32 129 101 22 3 40 62 9 2 115 48 69 35 72 21 113 17 36 65 18 51 88 64
internal_value=1.06699e-06 0.000235358 0.000141353 0.000262049 0.000640965 0.00253777 5.8164e-05 0.00180013 -0.000251915 -0.00110182 -0.00287857 -9.95841e-05 -0.000553667 -0.00430688 -0.0748359 -0.0343909 0.0594164 -0.000267139 -9.99603e-05 0.000849372 -0.000695137 -0.00027512 -0.0924368 -0.000382784 -0.00150869 0.000282154 -1.63267e-05 -0.000607121 5.98299e-05 0.000739522
internal_weight=42.3927 12.7391 12.2212 11.7006 6.73514 1.58301 5.15213 1.04073 4.96544 1.91614 1.02452 29.6536 7.70533 0.546518 0.0323444 0.012555 0.00479916 7.15881 6.63247 2.55582 4.07665 3.54524 0.00775589 4.1114 1.10831 3.0493 2.525 3.01661 21.9482 2.06721
internal_count=4034 957 939 902 211 74 137 55 691 479 123 3077 640 304 242 233 117 336 288 75 213 144 116 82 65 212 147 72 2437 152
is_linear=0
shrinkage=0.1


Tree=706
num_leaves=31
num_cat=0
split_feature=15 13 15 5 13 6 6 2 5 14 14 16 16 16 15 9 18 6 18 0 15 16 18 14 18 7 9 6 2 6
split_gain=9.79601e-05 0.000221715 0.000120001 0.00105307 0.000293983 0.000476469 0.000232522 0.000367785 0.000335005 0.000314778 0.000214498 0.0035819 0.00126994 0.00363036 0.00260528 0.000719301 0.000819287 0.00110398 0.000929809 0.00033353 0.000203261 0.00113992 0.000713309 0.000161508 0.000943257 0.000163792 0.000687129 0.000411906 0.000365913 0.000245792
threshold=46.683480308100009 117.61735474900001 42.713473568600008 23.545618314050007 117.67650082785001 16.495385412050002 16.455384477450004 194.17955033580003 22.649179082500002 128.57956104760004 285.93967426180006 22.614947116400003 22.554947256700004 20.664951676350004 35.83914456115 225.10873817095003 14.876098287500001 13.65531905435 17.399600107550004 102.31465107045001 16.701947052500003 9.719977270450002 12.794482498400003 280.14854525220005 12.909082926650003 23.699538637550003 201.32298960505003 14.865347326450001 60.327272492300004 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 8 -8 9 -1 20 12 13 14 15 16 -12 18 -18 -20 21 -11 -22 24 -24 26 -26 28 -27 -30
right_child=1 -3 3 4 -6 -7 7 -9 -10 10 11 -13 -14 -15 -16 -17 17 -19 19 -21 22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.046734121432590703 -0.0024744545712924062 7.2385517712946724e-05 0.0046421485232058697 -0.0032104065483620162 0.0015549271740269328 6.2537588564967489e-05 -0.00028728420876173604 -0.002994171977467314 0.0026269806136392892 0.040027391631587722 -0.059390342812026681 0.059176552464181291 -9.7523565777596818e-05 0.082123817337318106 -0.10006277266650539 -0.056732384588987356 -0.068011734775876839 0.066745642427181992 0.067122174938819154 -0.0084899404164042475 0.071808780619291399 -0.10003171477636799 -0.030830111041179272 -0.001736599049794044 0.00021550969798506678 -0.0026048777223427032 0.0039848913543222304 -0.0026740231163673469 2.4676109709634327e-05 0.0021929255716619466
leaf_weight=0.0014361463108752961 0.51514876044895608 1.0158812405636739 0.54409543639040148 0.53994512634997516 0.8849700095161096 2.5239910328299402 10.236209171758684 0.52782424043944054 0.52788192074071005 0.0011701133075051268 0.0010435581548662093 0.010760336041130358 0.50499268896237481 0.0072597805519762906 0.0024032195149232835 0.0012377298945707169 0.001466618203738031 0.0047344170148875264 0.0013069532631106995 0.0010537316077259759 0.0013849251320711123 0.0011543900468100939 0.0098706071279924812 0.50145599696018095 6.6504053894226471 0.51683357579833611 0.52153890248609958 0.59111646888868463 15.197670907921328 0.54144289415853641
leaf_count=6 92 44 66 76 32 30 662 150 120 178 90 36 21 20 80 104 272 32 20 313 59 161 16 20 396 42 18 129 717 32
internal_value=7.60742e-07 -0.000784555 3.0189e-05 0.000517747 -5.05292e-05 -0.00051424 -3.00524e-05 -0.000420019 0.000133919 8.14283e-05 8.41101e-05 0.00206258 0.000893088 0.0252885 -0.00586096 0.0150177 0.0242634 0.0344597 -0.00547848 0.0333714 4.08652e-05 -0.0295285 4.36671e-05 3.96154e-05 7.6683e-05 8.93842e-05 0.000489617 -8.09983e-05 1.32921e-05 9.92663e-05
internal_weight=42.3877 1.53103 40.8567 4.493 3.94891 3.06394 36.3637 10.764 25.5996 25.0717 25.0703 0.536259 0.525499 0.020506 0.0132462 0.010843 0.00960528 0.00856172 0.0038273 0.00236068 24.534 0.0023245 24.5317 24.5303 24.0289 24.019 7.17194 16.8471 16.2559 15.7391
internal_count=4034 136 3898 204 138 106 3694 812 2882 2762 2756 988 952 931 911 831 727 637 605 333 1768 339 1429 1370 1350 1334 414 920 791 749
is_linear=0
shrinkage=0.1


Tree=707
num_leaves=31
num_cat=0
split_feature=10 6 3 2 6 3 17 17 6 15 6 17 9 13 0 9 5 4 5 15 3 0 3 10 0 0 0 18 6 17
split_gain=9.04608e-05 0.000222452 0.000414327 0.000987877 0.000248659 0.000342015 0.000247259 0.000311399 0.0002354 0.00021783 0.000261637 0.00015436 0.000327805 0.00059476 0.000243771 0.00017232 0.000308236 0.000144132 0.000107442 0.000734082 0.0133142 0.00116993 0.00203363 0.00226923 0.00206953 0.0085592 0.000266013 0.000367354 0.000367262 0.000356917
threshold=62.041548276350007 16.485385178400005 93.181958801350021 199.66651340635002 16.455384477450004 93.431985407450014 198.33449606460002 195.53954078470002 16.505385645700006 42.246988155050012 16.495385412050002 193.96328872865004 194.56033515110002 117.68725466035001 85.925810307250018 194.04304600165003 23.700766800900002 257.44234454700006 20.911722254300006 37.050691080100002 93.499196860750018 86.643628628100018 88.931506497100017 64.184249406300026 87.170566421650008 86.89903215050002 86.329079026800017 13.303774303900001 16.385382841850003 193.70011821090003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -6 7 8 -3 18 -11 12 14 -14 15 16 -10 -4 -2 20 21 -20 -23 24 25 -24 28 -28 -21 -29
right_child=9 6 4 -5 5 -7 -8 -9 11 10 -12 -13 13 -15 -16 -17 -18 -19 19 26 -22 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.0055144505320630548 6.3809591759056794e-05 -0.0016235234158328471 -1.2440727107752347e-05 0.00024496561538432828 -0.00039817919891995188 0.0032261149700166278 -0.0022303023211840823 0.0016376146962938062 0.0025669494026496543 -0.0030342475599285761 0.00011231937601956593 -0.0016097400898603708 0.0041520680126483 -0.00063156126518345527 -0.0022645931685898097 -0.0014953103675219518 -0.00013836422068511399 -0.0018777134636217203 -0.087017358737540032 0.00035088184101223668 0.00041502514288315178 -0.10062657334594521 0.10001650851325078 0.017735219844269106 -0.10021284116446179 -0.10047532943407825 0.0027343555121104035 -0.0013232254596467834 -0.0034321050377822439 0.00055447297114644676
leaf_weight=0.54732962141860442 21.946876657388565 1.0224976962936621 2.0205927494126938 1.0164982344287734 0.51347604428883664 0.52822944731848276 0.51759357309718712 1.0338151352643761 0.5435683911637178 0.54343201594387192 0.51439200014642417 0.50885760858255924 0.52526294874451174 0.51449704699655285 0.50736401497852046 0.54671809283172468 1.8702161711833141 0.52109709542485383 0.011608760931265921 0.51086528623636673 0.50497556000103905 0.0059651873787925072 0.003420360641030129 0.0059658815508980547 0.0060804652648585042 0.0056411768309772015 0.51974800166681223 1.5189393240289066 0.5156740370132411 3.0350687282415199
leaf_count=28 2435 33 57 54 7 58 36 26 58 119 21 12 17 65 13 8 434 51 14 26 152 46 52 31 7 2 25 20 26 101
internal_value=7.67142e-07 0.00022365 0.000731131 0.00208925 0.000138434 0.00143963 -0.000120485 3.3913e-05 -0.000240625 -9.49874e-05 -0.00150415 4.12476e-05 0.000227625 0.00178502 -0.000239324 0.000107762 0.000470855 -0.000394859 -4.285e-05 -0.000395177 -0.00391622 -0.0604589 -0.0490708 -0.0345009 -0.0550817 -0.0247978 -8.13819e-05 0.000215647 -0.00154947 -7.18127e-05
internal_weight=42.3863 12.7376 5.14722 1.56383 3.5834 1.04171 7.59039 7.0728 6.03898 29.6487 1.05782 5.01648 4.50763 1.03976 3.46787 2.9605 2.41378 2.54169 28.5908 6.64395 0.543657 0.0386818 0.0270731 0.0211079 0.015142 0.00906154 6.1003 5.07376 1.02654 4.55401
internal_count=4034 957 255 82 173 65 702 666 640 3077 140 607 595 82 513 500 492 108 2937 502 304 152 138 92 61 54 198 146 52 121
is_linear=0
shrinkage=0.1


Tree=708
num_leaves=31
num_cat=0
split_feature=15 18 15 5 2 12 8 10 0 4 9 4 4 2 2 13 5 16 13 19 17 18 7 5 15 8 18 10 16 3
split_gain=0.00011355 0.000573066 0.000224018 0.000987426 0.000364173 0.000158589 0.00306375 0.00212901 0.00154755 0.00044723 0.001493 0.000193326 0.000440027 0.000780149 0.000301758 0.000277919 0.00011797 0.000247173 0.000154764 0.000202488 0.000651777 0.000112954 9.74884e-05 9.15264e-05 0.000317083 0.000248686 0.000405973 0.000169376 0.00073988 0.000570265
threshold=45.169600924000008 13.3584252364 42.713473568600008 23.545618314050007 198.51835910855002 243.44243106745003 8.3434888241000014 62.111448187750007 89.168090812600013 318.0949631001501 233.77854820110002 294.35264367105009 284.07887079910006 189.28685862455004 185.72519583365002 117.72489307420001 22.862610686750006 22.674946976100003 117.58509325145 14.351157895250003 195.76335783930003 13.276755824150003 23.203497038450006 20.911722254300006 36.535628266450011 8.543332867800002 13.303774303900001 66.590419433100024 22.594947163200004 84.812788641250009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 5 -4 -5 11 -7 -8 -9 -10 -11 12 13 14 15 16 17 18 23 -20 -21 22 -2 27 -25 26 -26 28 -1 -29
right_child=1 -3 3 4 -6 6 7 8 9 10 -12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=0.0039764746748849411 -0.0016056140483120666 -0.0035216857020120072 0.0047409093739313284 -0.0016034207115149714 0.00095120111913938341 -0.00034240950547124581 -0.083812587763775176 0.032238378626674322 -0.076467059869789925 0.047207213276215063 -0.10006711489269304 0.0019080228347944572 -0.0029134812169616668 0.0038595591081897261 -0.0024388972234827082 -0.0021835325658407373 0.0015227109666662315 -0.0015129173819437179 -2.2476971397125715e-06 0.0030876436198540133 -0.00047594322713804833 0.00087025508710581378 8.2519852704214462e-05 -0.0027038272398155483 0.0029246612575830212 -0.00090958530638186354 -6.1132630739168181e-05 3.9776587620515648e-05 0.00012997888728030909 -0.0030651132236946669
leaf_weight=0.57128053853330207 0.51976568730086725 0.54632930064145613 0.54194783547367054 0.88039438126355696 1.5239807879497673 0.50901308085969477 0.0073852265848017842 0.00429951174010057 0.0027386334477341734 0.0015192609608436491 0.001258572479148512 0.52524722359561948 0.51953198252944233 0.52084788295151341 0.51643975425856936 0.57468331814180018 0.5242553687548569 1.0312116842396779 2.5206940141288205 1.0438091604482909 1.009735294152051 1.0086781617089688 1.0007292770642378 0.52834636531041823 0.53594774232078668 2.5236284320635605 3.0294106848787123 15.231218215922745 4.0117595458505093 0.61544238139293028
leaf_count=121 78 125 62 29 27 630 39 9 4 34 9 323 150 38 27 153 357 37 23 33 9 12 7 117 55 32 83 1020 43 348
internal_value=4.9294e-07 -0.000584671 4.62791e-05 0.000884932 1.57919e-05 -2.16792e-05 -0.00174509 -0.0432529 -0.0127372 -0.0477909 -0.0195194 3.62916e-06 -2.47007e-05 1.84401e-05 -3.99422e-05 -3.23516e-06 3.45317e-05 1.06381e-05 6.03232e-05 0.000598278 0.00133541 4.97571e-05 -0.000494551 -3.06566e-05 -0.00035388 -0.000149973 0.000387694 7.40379e-05 0.000609448 -8.08091e-05
internal_weight=42.3815 3.0755 39.306 2.94632 2.40438 36.3597 0.526214 0.0172012 0.00981598 0.00551647 0.00277783 35.8335 35.3082 34.7887 34.2679 33.7514 33.1767 32.6525 31.6213 4.57424 2.05354 2.52917 1.52049 27.047 6.61733 6.08899 3.56536 20.4297 4.58304 15.8467
internal_count=4034 222 3812 118 56 3694 725 95 56 47 43 2969 2646 2496 2458 2431 2278 1921 1884 65 42 97 85 1819 287 170 138 1532 164 1368
is_linear=0
shrinkage=0.1


Tree=709
num_leaves=31
num_cat=0
split_feature=13 5 17 3 8 15 2 13 18 5 15 10 9 5 3 14 0 2 15 18 9 12 5 8 6 19 5 5 15 5
split_gain=0.000109696 0.000404119 0.000506831 0.00103193 0.00149716 0.00030893 0.000200152 0.000180909 0.00036678 0.00112663 0.00032273 0.000310156 0.000566337 0.000177093 0.000120756 0.00043597 0.000298918 0.00013805 0.000325653 0.00307293 0.000968122 0.00124318 0.000298667 0.000230344 0.000532374 0.00019876 0.000261444 0.000220568 0.000208807 0.000331862
threshold=117.64961624655002 23.928204628200003 188.19076296340003 93.023339771650015 8.8430989333000021 43.030193406950012 176.09844955530005 117.60660091645001 13.036600629150001 25.568932055400001 46.683480308100009 61.993156030000002 193.42660545270004 24.279163357700003 93.819123378250012 143.06733454090002 85.812895065800021 176.09844955530005 13.019805569300003 12.885811969150001 179.18874144770004 134.98489220775002 22.649179082500002 8.4434108459500017 16.375382608200002 14.451165964200003 21.089169479000002 23.389417063900002 37.870720399650004 23.314013922700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 5 -4 -5 6 -2 10 -9 -10 11 12 -1 14 15 -13 -17 18 -18 -20 21 -21 -22 25 -25 27 -27 28 -19 -30
right_child=1 -3 3 4 -6 -7 -8 8 9 -11 -12 13 -14 -15 -16 16 17 23 19 20 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00062022609996005822 -0.0028897202020457553 -0.0021546544700369714 -1.3334165405656795e-05 0.0075710000170416542 6.3859484141147785e-05 0.00092597450815375473 -0.00014984724560446807 0.00012397923090317269 -0.0055125817992612378 0.0010725603736560941 -0.0024851435214087321 0.02193424549066969 0.0040675446516678449 0.001826452658321131 -0.0015569751075082674 0.0023664498281603871 0.057021455672928059 -0.00023798255666779026 -0.06767482718230626 -0.10002603333032511 1.8643860612924598e-06 0.0072468531891154405 0.0023960185888827947 0.0003827321880234031 -0.0041147209199339221 -0.00062106365719023044 0.0025883903755055306 0.0013039584633581602 -0.00385043794981192 -0.00024445072014229856
leaf_weight=0.5104977426752686 0.57188631953340496 0.53759920698394026 1.5167672575189501 0.565773400099715 0.50080828900854613 0.86788299330510188 0.4994988888502121 1.5088247454786334 0.53534424834833039 0.50478087441845076 0.51449456865360232 0.0090431647113281555 0.5204645455814898 0.5142449606185967 0.51902628194440481 0.51407260264385968 0.0010024816875916489 1.5147287338079829 0.00670298555156179 0.0021971168393132281 26.014219549963585 0.0021253723613534614 0.53170376621437654 0.528180677151038 0.5246250018540195 0.49854741160834215 0.51704571457594284 0.50579076533085743 0.52220244610954381 0.49918285757303238
leaf_count=371 56 186 26 38 10 9 2 18 44 7 89 21 10 108 163 12 207 906 14 89 1167 206 22 80 36 19 26 8 82 2
internal_value=4.33058e-07 0.00043735 0.000745459 0.00166266 0.00404606 -0.000476367 -0.00161234 -5.88099e-05 -0.00087199 -0.00231676 8.03183e-07 3.81403e-05 0.00174632 -1.48645e-05 -4.38122e-05 -1.94152e-05 -2.55841e-05 -6.44142e-05 2.71725e-05 2.5021e-05 4.21128e-05 -0.0472798 4.98183e-05 -0.000540385 -0.0018584 -0.000198397 0.00101289 -0.000602807 -0.000983084 -0.00208808
internal_weight=42.3793 5.06022 4.52262 2.58335 1.06658 1.93927 1.07139 37.319 2.54895 1.04013 34.7701 34.2556 1.03096 33.2246 32.7104 32.1914 32.1823 31.6683 26.558 26.5569 26.5502 0.00432249 26.5459 5.1103 1.05281 4.0575 1.01559 3.0419 2.53611 1.02139
internal_count=4034 327 141 74 48 67 58 3707 69 51 3638 3549 381 3168 3060 2897 2876 2864 1705 1498 1484 295 1189 1159 116 1043 45 998 990 84
is_linear=0
shrinkage=0.1


Tree=710
num_leaves=31
num_cat=0
split_feature=16 15 18 15 13 9 9 7 17 16 2 6 2 0 2 18 9 10 7 17 16 2 6 6 16 9 8 10 17 7
split_gain=0.000141079 0.000146793 0.000533574 0.000153244 0.000844131 0.000876074 0.00126305 0.000330416 0.000352506 0.000277177 0.000776023 0.00014086 0.000371561 0.000416988 0.000671409 0.0121525 0.00592679 0.0037088 0.00132114 0.00152254 0.000327016 0.000245906 0.000244154 0.000232852 0.00101127 0.000434911 0.00117922 0.00052205 0.000778597 0.000605593
threshold=22.764946765650006 45.169600924000008 13.3584252364 41.492094664050008 117.56358558635002 190.16588783940003 194.45262321395003 23.127267687200003 196.70243143610003 22.674946976100003 168.06224882620003 16.455384477450004 176.84505046235003 86.20003303655001 137.02423825130003 13.222029912150001 185.44496129890004 61.853356207250009 22.589037079550003 185.82794795070004 22.644947046300004 216.11743889730002 16.565387047600002 15.975373262050001 22.554947256700004 183.49441567960005 6.6448144527000013 71.464594023550021 193.46017548480003 19.716522186550005
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 -5 -9 11 -11 20 13 14 15 16 17 -13 19 -18 23 -14 -15 25 -25 26 27 28 29 -1
right_child=-2 2 -4 4 5 6 -8 8 -10 10 -12 12 21 22 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.046048087487398803 0.001537123793972922 -7.3797284885314678e-05 -0.0035245324318074786 -0.002074280296448531 -0.00024961787368503062 0.00048397102701618804 0.0073444395398177724 0.0023128974953705063 -0.0013764735746769974 -0.0043179748782981335 0.00115478027709677 0.076746287819910788 -0.0036075999166055722 -0.0008505678042057326 -0.00014769913926436897 0.00017660600086230659 0.021212590520350429 -0.1001026113596323 0.095438254756280816 0.084981162574827906 0.0025993815038731906 -0.00052058432040990438 0.00046886228284409429 0.0046910196311007934 0.00017054657886396592 -7.7240653045488575e-05 0.083138176692160309 -0.065828927575755911 0.083368172561198273 -0.042350370388175962
leaf_weight=0.0011957629430493326 0.58911782097459209 2.5197172350560701 0.54502042383063543 1.0185939097679035 0.86859735602047283 0.5204848346293145 0.55398874831007561 0.5162560822274711 0.5196649027646929 0.53075013647321501 0.5062181709727156 0.0018141820322473681 0.53109576854079699 4.5303720650554169 1.0042752908232646 0.50530582555426484 0.0071740216773861229 0.0034238910080581775 0.016597015172010288 0.0078314064594451338 0.52829908797866565 0.50189848339534182 2.0312826328855209 0.56370746762480806 4.0530197553362086 19.395573042268467 0.0023294936625450902 0.0010303171048064797 0.0011690502789556152 0.0022023175499240122
leaf_count=20 120 86 120 29 14 17 34 12 47 36 22 165 72 41 88 17 33 94 9 8 37 96 52 162 99 1480 15 768 34 207
internal_value=4.20593e-07 -2.1243e-05 -0.000687462 3.14834e-05 0.000617801 0.00211203 0.00402117 -0.000795374 0.000462142 -3.60112e-05 -0.00164633 1.35546e-05 -0.000321534 -9.39686e-05 0.00138325 0.0042192 0.0596675 -0.0388518 0.075997 0.0544937 0.000138331 -0.00210772 -0.000442114 8.42026e-05 0.000722501 -6.76696e-05 0.0233508 -0.00153096 0.0129743 -0.0112435
internal_weight=42.378 41.7889 3.06474 38.7242 3.99759 1.94307 1.07447 2.05451 1.03592 34.7266 1.03697 33.6896 9.14107 8.10808 1.54642 0.542146 0.0368405 0.00523807 0.0316024 0.0150054 24.5485 1.03299 6.56165 24.0202 4.61673 19.4035 0.00792694 0.00559745 0.00456713 0.00339808
internal_count=4034 3914 206 3708 153 65 51 88 59 3555 58 3497 675 507 414 326 309 259 50 41 2822 168 93 2785 261 2524 1044 1029 261 227
is_linear=0
shrinkage=0.1


Tree=711
num_leaves=31
num_cat=0
split_feature=19 2 15 9 10 17 5 3 14 5 12 15 2 5 8 9 6 6 12 19 12 2 18 18 16 13 2 19 7 9
split_gain=0.000148135 0.00019554 0.000184578 0.000664096 0.000181136 0.000752108 0.000229213 0.000306892 0.000155886 0.000153026 0.000937426 0.000332712 0.000187701 0.00170452 0.00278246 0.00113421 0.00111267 0.000627411 0.000402007 0.000387201 0.000293249 0.000182295 0.0011109 0.0013753 0.000209074 0.000147616 0.000146101 0.000138281 0.000558591 0.000348588
threshold=14.651182102100002 173.34516805710004 45.169600924000008 195.41812862360004 61.93938686740001 190.4716172434 21.991679690250006 93.819123378250012 192.04981134545002 23.455765688150006 235.23594993900002 42.713473568600008 175.11059598075002 13.154029769200003 7.6440346712000009 179.18874144770004 8.4001962692500012 16.445384243750002 144.57070813310003 12.050972309250001 107.96682590455002 168.06224882620003 12.794482498400003 12.844794714750002 22.614947116400003 117.54745483760001 165.44420596670003 14.551174033150001 22.181995028450004 202.16842692300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 -8 -9 11 -11 12 13 14 16 20 18 25 -6 -16 -15 22 -17 -24 -23 -14 27 28 -25 -29
right_child=1 -3 3 -5 9 -7 7 8 -10 10 -12 -13 17 15 19 21 -18 -19 -20 -21 -22 24 23 26 -26 -27 -28 29 -30 -31
leaf_value=0.0019888268091013974 -0.00019879696545206657 0.0025319592089299561 -1.4484581803333393e-05 -0.0039447936323193577 -0.036157211464288942 0.0041096545905850478 -0.0024971829909243926 -0.00029397565011022128 0.0017299688839799148 -0.0044816550925179032 0.00075292807844499273 0.0025091188657117135 -0.000477046697217254 -0.10002748157585512 0.093602831444624321 0.050112249252759561 -0.10004074887479986 -0.0038740955970296659 0.03603433387177598 0.043430053625817269 -0.03087687340245801 -6.0780930199332292e-05 -0.10008999338958109 0.044027059320137098 0.0015971690750722191 0.0013891112579799926 -0.0012288492422769782 -0.0029471363349441262 3.7706929456721462e-05 0.00072330468379235881
leaf_weight=0.51893343200046205 0.52152277466427566 0.52740136029933637 2.0218425349004101 0.54600921542280367 0.0012383342673616092 0.54905151251659612 0.51378354406915661 1.4080436665735176 0.52148836555991107 0.51767668865788885 1.0087942474047966 0.52087795023056216 2.5516240423240113 0.0013161643319549712 0.0048192235850237353 0.0044144355124505754 0.001315125835554376 0.53662356962297497 0.0020455638444930903 0.0022592380825869895 0.0011483042764385831 1.5203382011304705 0.0013743191375422672 0.0028870222587141772 1.5220635318837592 0.50831351440865535 1.0141127369444394 0.52468175559078989 24.489595077253348 0.51050306911929511
leaf_count=44 41 36 79 131 123 60 11 157 284 147 35 47 1042 16 84 12 60 57 246 22 117 35 3 15 14 17 21 44 1021 13
internal_value=6.5079e-07 0.00117423 -2.91359e-05 -0.000850197 2.52604e-05 0.000710192 8.01031e-05 -0.000325289 0.000253029 -4.29704e-05 -0.00102229 1.36047e-06 -3.79832e-05 4.48925e-05 0.0382429 2.98192e-05 -0.0223157 -0.000720152 0.00881142 0.0775891 -0.0678072 3.54691e-05 -4.85564e-05 -5.68987e-05 0.000768664 -0.000167043 -5.17191e-05 -4.95638e-06 4.28921e-05 -0.00113705
internal_weight=42.3761 1.04892 41.3272 2.56785 38.7593 3.5113 2.96225 2.44332 1.92953 35.248 1.52647 33.7216 33.2007 29.6041 0.0116775 29.5924 0.00459902 3.59656 0.0032839 0.00707846 0.00246447 29.59 26.5476 26.5432 3.0424 3.05994 26.5418 25.5277 24.4925 1.03518
internal_count=4034 77 3957 210 3747 556 496 452 441 3191 182 3009 2962 1846 535 1311 429 1116 369 106 133 1178 1129 1117 49 1059 1114 1093 1036 57
is_linear=0
shrinkage=0.1


Tree=712
num_leaves=31
num_cat=0
split_feature=19 16 15 9 2 5 17 0 15 17 13 13 8 13 8 10 16 6 9 16 15 6 12 0 13 18 12 15 5 7
split_gain=0.00012009 0.000164987 0.000193859 0.000638587 0.000158778 0.000137785 0.00148345 0.000277399 0.000391998 0.000315765 0.000514915 0.0112175 0.00028532 0.000159278 0.000174721 0.000397704 0.000296471 0.000211415 0.000420625 0.000438265 0.000252377 0.000853919 0.000657937 0.000236106 0.000309634 0.000187851 0.00020202 0.000202854 0.000243831 0.000185899
threshold=14.651182102100002 22.764946765650006 45.169600924000008 195.41812862360004 173.34516805710004 22.649179082500002 192.94032447935004 86.420486603250012 43.890399822900008 189.31157886915003 117.68725466035001 117.56358558635002 8.7431769115000026 117.67650082785001 8.543332867800002 61.993156030000002 22.624947093000003 16.455384477450004 190.73543849905005 22.544947280100004 16.701947052500003 12.165284239900002 63.174563425750001 86.256490657300006 117.55283175385001 13.204532713600001 82.696898122450008 38.213426205600008 21.850554661550003 23.165384528550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -2 13 7 8 9 10 11 -7 -9 14 17 -16 29 20 -19 -20 21 -1 -22 -24 25 -25 -27 -28 -29 -17
right_child=4 -3 3 -5 -6 6 -8 12 -10 -11 -12 -13 -14 -15 15 16 -18 18 19 -21 22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-0.10002227736272096 -0.00017889432146969274 0.001651016344343842 -7.4497522061220414e-05 -0.0039430103556939398 0.0022827424765935965 -0.00013339295483799432 0.0053891321407560679 0.0029819847984344861 -0.0030751031348246896 -0.0015182470049751816 -0.00036294423957022848 0.064317063812291075 -0.0003659750936142317 -0.0017957971324320246 0.0030705466563480241 -0.0012341674605654625 0.0024537656609918568 0.00057694242634847464 -0.00024355495940658794 -0.0026437667956655687 0.060553682164062872 0.011395971379529168 -0.0021231551961499689 0.001856164023107352 0.0024528658071690198 -0.0020272844737768527 6.3776991287091387e-05 -0.0029186620665889781 -0.00023797090721637581 0.00025221258501267966
leaf_weight=0.0010816699129998558 0.52158948792305071 0.57831968202577755 2.0177864853042706 0.54114803457078098 0.52652971240968327 0.50760408793821143 0.55124291930792946 0.51847821941473193 0.51825155512869958 1.0102048792694671 1.3624658840473531 0.028522363678519014 0.50005058960596216 0.52462951213601527 0.52090083470102388 1.0310932860136333 0.52973675911562157 1.5337853716154075 1.5085315057076516 1.5346594366787938 0.0017929608075054606 0.0018893762034525238 0.5235870189234707 0.51244741419964768 0.51315933647856482 0.52040520578379101 17.840494929539208 0.51128319686216706 1.0087725509436234 4.574281454023831
leaf_count=738 41 95 77 118 36 441 62 36 16 29 92 19 9 30 11 56 31 48 14 39 6 70 123 34 26 50 1463 36 36 152
internal_value=6.41673e-07 -2.61679e-05 -4.99713e-05 -0.000892587 0.00105773 6.48939e-06 0.000496047 -0.000110686 -0.000541327 -8.98914e-05 0.000670109 0.00329542 0.00133829 -6.72088e-05 -3.94486e-05 0.000417735 0.000192498 -0.000156434 -0.00077339 -0.00145396 -2.46964e-05 -0.0291681 -2.06564e-05 -2.57244e-05 2.6804e-05 -3.4243e-05 -8.29697e-05 -3.07072e-05 -0.00113964 -2.12029e-05
internal_weight=42.3747 41.3266 40.7483 2.55893 1.04812 38.1894 4.99682 4.44558 3.42705 2.9088 1.89859 0.536126 1.01853 33.1925 32.6679 6.65601 6.13511 26.0119 4.57698 3.04319 21.4349 0.00297105 21.4319 21.4301 20.9066 20.3934 19.881 19.3606 1.52006 5.60537
internal_count=4034 3957 3862 195 77 3667 704 642 597 581 552 460 45 2963 2933 250 239 2683 101 53 2582 808 1774 1768 1645 1619 1585 1535 72 208
is_linear=0
shrinkage=0.1


Tree=713
num_leaves=31
num_cat=0
split_feature=19 16 15 17 7 13 17 3 15 2 0 6 13 17 5 8 12 17 2 16 19 8 17 17 8 17 7 15 18 5
split_gain=9.7328e-05 0.000133799 0.000156957 0.000527205 0.000219271 0.000136363 0.00048762 0.000457727 0.000337141 0.000210064 0.00064592 0.000321619 0.000516097 0.000152309 0.000649306 0.000859119 0.000573074 0.000522019 0.000443782 0.000285898 0.00138627 0.0191742 0.00139543 0.00396529 0.00189617 0.000670346 0.000230072 0.000512174 0.000395769 0.000210912
threshold=14.651182102100002 22.764946765650006 45.169600924000008 192.41413881610001 23.203497038450006 117.64961624655002 188.19076296340003 93.023339771650015 43.030193406950012 176.09844955530005 86.329079026800017 16.505385645700006 117.54745483760001 190.69924117675001 21.991679690250006 8.6432548896500023 189.97915716370002 191.86029796145002 72.043920985000014 18.684956306450005 12.250988447150002 7.7439566930000003 196.31479727660005 197.38773738110004 8.3434888241000014 200.79056394860001 24.673428656250003 20.229639301750002 14.766576839600001 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 -7 13 -11 12 -12 16 17 -16 26 -15 -19 20 -20 -22 -23 -24 25 -25 28 -28 -1 -21
right_child=-2 -3 3 -5 -6 6 7 -9 -10 10 11 -13 -14 14 15 -17 -18 18 19 29 21 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-5.4670038737967014e-05 0.00095269826168617238 0.0014879538632585269 -0.0018488486726554528 -0.0035822488460063801 0.00054509128265847653 -0.0028584485783519796 6.72466114056645e-05 0.0030445988019739325 0.00036536156783651471 -0.0039729713630361303 -0.00041504133785712498 -0.0026022527836624286 0.0030010812210816886 0.0031162716812861771 0.0054052657720009868 -0.00032673264668454997 -0.003475679715074358 0.0027420194438421558 0.00078456478277606669 0.00029720844540937169 0.00017644136536742143 -0.089737630126601048 0.020302224110887938 -0.052035154527605071 -0.023579444741175973 -0.10009192019937239 9.1307862477461478e-05 -0.0037559579290698634 0.0027784896225307217 -0.00053707692947242507
leaf_weight=10.16464981677704 1.0473940270030642 0.57756607124059556 0.51258670282436503 0.53881989532726438 1.5088608770292919 0.52022861247414132 1.0172945734811949 1.0485907704387498 0.86174443981144577 0.52808932468536429 3.058033846950742 0.5113627940831974 0.51701679375037191 0.54742937079721521 0.54373360009182536 0.50372173873785187 0.51865204181448632 0.55917862864941881 1.0162381387405304 9.1311289234617998 0.50526672510311232 0.017320515465144126 0.0057685621013661139 0.0037216943601379162 0.0058772685477634914 0.013188835855999059 1.0107441410172029 0.52616088800348482 0.51819650108960402 4.5352613353643383
leaf_count=814 77 95 70 113 12 113 23 30 6 159 1075 36 27 84 33 15 30 119 135 233 93 33 5 15 30 73 279 61 50 96
internal_value=7.15865e-07 -2.34116e-05 -4.48333e-05 -0.000802813 -6.19498e-05 5.98365e-06 0.000605811 0.00157847 -0.000848206 -5.35464e-05 -0.000681846 -0.000256532 7.89916e-05 4.26916e-05 0.000235144 0.00264875 -0.000220005 8.04272e-05 -2.48039e-05 -0.000126364 -0.00140557 -0.00544391 -0.0673438 -0.0537612 -0.0725097 -0.0895155 -8.18222e-05 -0.00122581 8.2759e-05 2.03466e-05
internal_weight=42.3738 41.3264 40.7489 2.56027 2.02145 38.1886 3.44786 2.06589 1.38197 34.7407 4.6145 4.08641 3.57505 30.1262 17.3878 1.04746 12.7384 16.3404 15.793 15.2338 1.56738 0.551144 0.0458769 0.0285564 0.0227878 0.0169105 12.2198 1.53691 10.6828 13.6664
internal_count=4034 3957 3862 195 82 3667 172 53 119 3495 1297 1138 1102 2198 964 48 1234 916 832 713 384 249 156 123 118 88 1204 340 864 329
is_linear=0
shrinkage=0.1


Tree=714
num_leaves=31
num_cat=0
split_feature=8 8 16 19 5 13 10 16 15 15 6 0 5 15 12 6 19 9 2 12 14 18 2 19 13 5 12 8 7 18
split_gain=0.000120901 0.000138975 0.000176796 0.000159927 0.000481988 0.000121989 0.000337295 0.000917762 0.0016153 0.000324302 0.00045833 0.000296409 0.000830971 0.000432405 0.000514693 0.000355939 0.00022054 0.000147817 9.00041e-05 0.000364413 0.000132568 0.000557082 0.000272143 0.000185109 0.000616941 0.000109275 0.000685759 0.000981997 0.000669416 0.00013425
threshold=8.8430989333000021 8.7431769115000026 22.764946765650006 14.151141757350002 23.545618314050007 117.60660091645001 62.041548276350007 22.604947139800004 45.560261772200008 42.246988155050012 16.495385412050002 86.479632682150012 23.730745871350006 41.29990759910001 96.375827709250018 16.485385178400005 14.451165964200003 195.30595290385003 49.864842700850012 82.696898122450008 177.36626049935003 14.766576839600001 74.580378076100018 12.651020723000002 110.06278740240002 22.127107789600004 100.25158460885001 7.8438787148500007 23.127267687200003 13.276755824150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 6 7 16 -9 18 -11 12 13 14 -7 -13 17 -1 -8 -20 21 22 23 -21 -25 26 27 -22 -27 -28
right_child=-2 3 -4 4 -6 11 9 8 -10 10 -12 15 -14 -15 -16 -17 -18 -19 19 20 25 -23 -24 24 -26 28 29 -29 -30 -31
leaf_value=0.0010536214793070012 -0.0014728647775065884 7.9400883798537805e-05 0.0017178810742693102 0.0037842337743780605 -0.00053331872785510536 0.00025349233660912942 0.0012722000400408693 0.0069915747510526649 -0.0007459248756820577 -0.0038670872527933747 0.00030745173424982054 0.0017744962156679761 -0.0047068501714872101 0.00050528930283703834 -0.0042028255758426889 -0.00086730846098470593 0.0012755048758181814 -0.00085312713857065643 -0.0026959325879897149 0.00024985424530452483 -0.011387181612375726 0.0034736119226495932 0.0021411977296641569 -0.0038249871828916499 0.0010289146986454595 -0.00032461929302934239 0.0013728436643144102 0.099162980735703177 0.0036908778304424032 -0.00024163373094652523
leaf_weight=0.50940416215478945 0.54977981708989077 1.5093763359764119 0.57246981008211051 0.5338742313251712 0.50138503480683028 0.50459901127032869 0.51103350633669364 0.57472713341121562 0.50853934843727866 0.53923080813668878 0.51341579169816498 1.0304057072066828 0.52745604304319504 1.8904878582179661 0.53287937787354167 1.0098225290421394 1.0179062415812796 2.014048131663003 0.51733339809028223 2.0041609249216745 0.0015488486307003715 0.54805242695658751 0.53026233191177441 0.52209816759477667 0.52533452392526669 2.0046776927276468 0.52916425120425614 0.0016697305470643187 0.52359692743783215 19.309618379026201
leaf_count=386 201 16 36 28 21 9 17 68 47 114 16 30 137 27 41 10 21 21 56 10 72 65 67 44 54 151 50 6 27 2186
internal_value=4.11352e-07 1.97802e-05 -2.66226e-05 0.000735961 0.00169321 -5.24272e-05 1.97998e-05 0.000812118 0.00335921 -0.000108402 -0.00183101 -0.000488837 -0.00105316 -0.000394965 -0.0020354 0.00046692 3.29886e-05 -0.000468216 -4.25329e-05 -6.74009e-05 -1.60871e-05 0.00050446 5.01556e-05 -0.000313196 -0.00139054 -0.000112188 -0.000191082 0.0459639 0.000506976 -0.00019857
internal_weight=42.3684 41.8186 39.2739 2.54464 1.03526 38.7015 33.2058 4.62463 1.08327 28.5812 1.05265 5.49565 3.45542 2.92797 1.03748 2.04023 3.54136 2.52345 27.5286 27.0175 26.5002 4.12991 3.58186 3.05159 1.04743 22.3703 19.842 0.00321858 2.52827 19.8388
internal_count=4034 3833 3768 65 49 3732 3478 543 115 2935 130 254 214 77 50 40 428 407 2805 2788 2732 240 175 108 98 2492 2314 78 178 2236
is_linear=0
shrinkage=0.1


Tree=715
num_leaves=31
num_cat=0
split_feature=8 8 16 16 17 2 17 14 15 16 9 18 7 3 2 6 7 7 2 16 6 5 12 9 8 17 4 6 2 4
split_gain=9.78507e-05 0.000112625 0.000149297 0.000143394 0.000115641 0.00224915 0.000570206 0.000290909 0.00104559 0.000453163 0.000388291 0.000270971 0.000472914 0.00068794 0.000613252 0.000126002 0.00043006 0.000659147 0.000298759 0.000268929 0.000419097 0.000854452 0.000131916 0.000246201 0.00023081 0.000379214 0.000188881 0.000338135 0.000209575 0.000224569
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 22.764946765650006 183.58889821140002 53.810443956900009 182.63036160245002 178.66997565985002 27.980927088250002 20.404952284350003 192.39832633775004 13.043896815850003 22.938075114600004 92.913112988300014 78.595990734650016 16.515385879350003 23.109894804950002 23.150522195450005 179.86602224190003 22.644947046300004 15.155354102400002 24.218679034200004 118.69549532925002 192.39832633775004 8.1436447804000007 186.38090997870003 201.42034147860002 16.485385178400005 114.12323913765002 216.65973282030004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 -7 -10 -11 -9 13 -13 -14 16 -16 -18 -17 22 -21 -22 24 -24 -19 -26 27 -25 -28 -30
right_child=-2 2 -4 -5 5 7 -8 11 9 10 -12 12 14 -15 15 18 17 19 -20 20 21 -23 23 26 25 -27 28 -29 29 -31
leaf_value=-0.00013815538177432328 -0.0013243549126812446 0.0015910529795442304 3.0427773059812845e-05 0.0015483257795757392 -0.10005905285408689 0.004868813624739966 -0.0035936036416356863 0.0021529254187226598 -0.0024831448212547626 8.1708625427006501e-05 0.0031276458187683171 -0.00024484380848612794 0.044922024008093697 -0.0046147796672938368 -0.0027513342805178323 7.0412346834035195e-05 0.0036339256207154873 -9.8147004249740704e-05 -0.001642496598026316 -0.0013532429499252463 0.0051615242186145386 0.00023421007777604553 -0.0020881105580497711 0.0031921657341830688 8.0559905341664307e-05 -0.0037795146322405493 -0.0019306487692251043 -0.00043173962630476927 0.0021485224933049658 3.4450162436979439e-05
leaf_weight=4.8962529322577106 0.55026237342163042 1.0305805669233898 1.5128124046089082 0.57168377637935819 0.0022453222290995658 0.55498429616504497 0.5291665888019973 0.53636797289952198 0.5378991055686132 2.0280163331335648 0.52734691731166083 1.0100525870606107 0.0030360183601975113 0.55996503942881903 0.52730961422326572 3.0391212565154992 0.52662928039409251 2.5093705215458111 1.5312996573306632 0.50640279854996983 0.54189305821273603 1.0039942439752847 0.51620036471849573 0.53245853917235197 0.50026971101760842 0.51805369773865095 0.52072133938776133 0.49855806678533554 0.52156754571478714 13.72303605040822
leaf_count=1136 201 29 36 36 11 77 73 53 67 80 38 115 12 103 50 40 21 51 47 17 43 16 575 129 2 45 65 2 29 835
internal_value=4.69248e-07 1.79022e-05 0.000662792 -2.3861e-05 -4.70844e-05 2.27122e-05 -0.000475181 2.94656e-05 0.000872061 0.000154975 0.000710295 -7.42934e-05 -0.000115359 -0.00180343 -1.90546e-05 -2.4013e-05 7.14881e-05 0.000137882 -0.00050349 5.37842e-05 0.00114353 0.00196142 -5.89399e-05 6.09712e-05 -0.000613425 -0.00188318 0.0001312 0.00143979 3.98251e-05 0.000111857
internal_weight=42.3676 41.8173 2.54339 39.2739 38.7022 33.2768 5.42542 33.2746 3.64825 3.09326 2.55536 29.6263 29.0899 1.57002 27.5199 27.5169 22.9465 22.4192 4.57042 21.8925 2.05229 1.54589 19.8402 16.3125 3.52769 1.01832 15.7963 1.03102 14.7653 14.2446
internal_count=4034 3833 65 3768 3732 2523 1209 2512 262 185 118 2250 2197 218 1979 1967 1880 1830 87 1809 76 59 1733 1635 98 47 1060 131 929 864
is_linear=0
shrinkage=0.1


Tree=716
num_leaves=31
num_cat=0
split_feature=2 2 18 5 5 5 5 16 16 16 5 5 17 19 5 5 9 19 6 9 15 5 9 12 3 6 12 7 14 17
split_gain=0.000122267 0.000178515 0.000259645 0.000101156 0.00149301 0.00195001 0.00167061 0.00101474 0.000978527 0.001567 0.000906979 0.000179354 0.000330449 0.00015488 0.000640458 0.0003988 0.000362919 0.000200415 0.000184855 0.000176836 0.000523714 0.000128325 0.000126456 0.000380042 0.000368181 0.00072918 0.000262856 0.00442424 0.00247634 0.00108608
threshold=49.864842700850012 60.327272492300004 14.030930991100002 25.568932055400001 25.767562150000003 25.921337396950005 26.429668882900003 23.314945479550005 23.024946157700004 22.564947233300003 27.353529845850005 24.453399453300005 187.77231677760003 14.451165964200003 22.938948824900006 20.305669781650003 199.68228938305 14.551174033150001 16.575387281250006 182.80199813410005 35.965617804200001 30.284449345300001 195.94564826430005 93.660658182900008 93.394346993650018 16.525386113000007 94.328280857900012 22.589037079550003 170.13250779355005 187.61467154115005
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -5 -6 -7 8 9 10 -8 13 -13 18 15 -15 17 19 22 -17 -21 -12 23 -3 -25 -26 29 -28 -29 -24
right_child=1 3 -4 4 5 6 7 -9 -10 -11 21 12 -14 14 -16 16 -18 -19 -20 20 -22 -23 26 24 25 -27 27 28 -30 -31
leaf_value=0.0015283743551148801 0.00027687024867166141 -0.0029882761552990204 -0.0029023406154651018 0.00026910530040921357 0.095759132195392574 -0.077299949914141963 0.083184301067771513 -0.06629707200643721 0.049370899478148718 -0.10004670068259242 -0.033600297347037365 0.00050766015714936064 -0.0030896038182700192 0.0027302842637410437 0.0037253318061793829 -0.00010627236573912401 -0.002590804936204184 -0.00065854937821323907 -0.0014766593776106348 -0.00053880674779591576 0.0039551384011027963 0.0086766798256642606 -0.00020418926563942603 0.00015441192542326991 -0.0044985909578157852 3.2271825631165726e-05 0.10006074181692866 -0.047653185325523741 1.0640809540685296e-05 0.0049755953683825504
leaf_weight=0.517346600380299 0.51137749115133491 0.50925550467621228 0.51619114255525744 0.50484601256206985 0.0034531745897652599 0.0018105635176693937 0.0017032239944497823 0.0011675966052280265 0.01001749414990627 0.0012758299840879284 0.0011964471388271614 0.50489424516305459 0.51669745493739561 0.53266101248629816 0.56210672174356258 1.0037758873440914 0.54132401721312806 1.5854587033863934 0.88188363229814726 0.50796923617417611 0.52977555656980257 0.0017952628169581597 1.506594584957756 6.5952264700040653 0.546416061054951 1.0150150537519946 0.0044186285231216918 0.010905480477961471 22.386177944963208 0.55352118190148747
leaf_count=45 36 41 47 29 10 41 90 10 28 24 160 64 61 62 99 11 87 49 71 14 29 139 37 1260 156 20 3 12 1243 56
internal_value=4.73681e-07 -1.84146e-05 -0.00132018 1.43539e-05 0.00139048 0.0266417 0.0140576 0.0236992 0.0302714 -0.00177283 0.0249327 -3.6533e-06 -0.00131175 3.03742e-05 0.000535191 0.000153737 -0.000175516 0.000184964 -4.77479e-05 0.000840043 0.00175538 -0.00823076 -9.70902e-06 -0.000337963 -0.000172493 -0.00155328 0.00010658 7.17173e-06 -1.25674e-05 0.00118754
internal_weight=42.3663 41.8489 1.02757 40.8213 0.527266 0.0224196 0.0189664 0.0171559 0.0159883 0.00597076 0.00469493 40.2941 1.02159 39.2725 5.26307 4.70096 4.1683 3.62698 34.0094 2.04152 1.03774 0.00299171 33.1275 8.66591 8.15666 1.56143 24.4616 22.4015 22.3971 2.06012
internal_count=4034 3989 83 3906 531 502 492 451 441 413 389 3375 125 3250 351 252 190 103 2899 54 43 299 2828 1477 1436 176 1351 1258 1255 93
is_linear=0
shrinkage=0.1


Tree=717
num_leaves=31
num_cat=0
split_feature=19 2 2 12 2 6 16 17 0 17 0 15 5 7 17 17 15 2 13 13 13 13 13 2 6 9 18 12 17 0
split_gain=0.000105347 0.000121928 0.000150235 0.000271103 0.00012089 0.000117232 0.000323417 0.000397802 0.000312744 0.000297881 0.000674877 0.00029749 0.00068432 0.0002792 0.000459819 0.000290436 0.000199648 0.000204371 0.00397824 0.00225357 0.00044267 0.000639016 0.000267145 0.000179913 0.000177565 0.000152548 0.00225545 0.00161968 0.000367526 0.000564923
threshold=14.651182102100002 49.864842700850012 60.327272492300004 82.696898122450008 173.34516805710004 16.535386346650004 22.644947046300004 193.10154186985002 86.479632682150012 191.75825325995004 85.995710218650018 43.890399822900008 25.568932055400001 23.779256055650006 190.94474013770002 188.19076296340003 42.713473568600008 219.24808729375005 117.66037007905001 117.49368567500001 108.80996591365 116.19247193985002 103.23410375110002 132.99388411665004 16.505385645700006 181.33671263215004 12.844794714750002 134.98489220775002 193.46017548480003 85.877418060900013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -2 6 11 9 13 10 24 16 -13 14 15 -7 17 25 19 20 22 -22 -19 -10 -8 27 -27 -4 29 -29
right_child=4 2 5 -5 -6 8 7 -9 23 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0015027141375919184 -8.7092134982469442e-05 -0.0028353398757672791 -0.1000136765875483 0.00041350521168842481 0.0020615234092827778 -0.00018228244614143052 -0.0013671216416181091 0.0034488269453962894 -0.00048656623548011589 -0.0008930975614121399 0.0042823620475877363 -0.0041143582080552079 0.00096525150177451796 0.0022580609059888669 -0.0029626929584469497 0.0023872797873237526 0.0019630368203462103 -0.023682614137028227 -0.0003653622358610522 -0.10024428059011131 -0.076838334555635143 -0.016652539074810759 0.032889074795611976 -0.0023684709811835694 0.00090997874262409891 0.100034046301955 1.1530130322864872e-05 0.056984216933768123 0.065804450492067443 -0.038264891889743691
leaf_weight=0.51618779880271759 0.521916297376946 0.52229172641869925 0.0016332847370925095 0.50537808825902175 0.52554221914033405 2.9430582190493402 0.51761321528840953 0.54395555511996452 1.0132984719723057 1.0088953815575221 0.52923226778511878 0.55533131373081968 0.50766710932418568 0.51400351944670308 0.52944179571615579 0.51717633784826711 0.51674686009345094 0.001542668573221496 0.49994044275081251 0.0057711113792038296 0.0026189989619103127 0.005404369826464972 0.0018189856764010415 1.0187382141871237 1.0119259336652859 0.0022546164400470961 27.521131437331896 0.0010117411693413292 0.0011661858510340628 0.0016192805611583432
leaf_count=41 41 71 185 10 36 496 44 73 31 12 20 122 29 27 40 28 31 511 12 30 44 34 59 25 20 4 1482 41 149 286
internal_value=5.43812e-07 -2.45644e-05 -4.38867e-05 -0.00123765 0.000990935 -1.30417e-05 6.30895e-05 0.000956501 -0.000400206 0.000514565 0.00120439 -4.5825e-05 -0.00168844 6.44483e-05 -0.000218162 0.000201772 1.5307e-05 -2.058e-05 -0.0019902 -0.049339 -0.0235349 -0.0362985 0.00692824 -0.00143004 0.000139382 1.6417e-05 1.97236e-05 -0.0167423 0.019075 -0.00163751
internal_weight=42.3643 41.3169 40.8007 1.02767 1.04746 39.773 33.2373 3.61162 6.53572 3.06767 2.05877 29.6257 1.063 4.50368 3.98968 3.46023 28.5627 28.0459 0.517097 0.0171561 0.011385 0.00802337 0.00336165 2.03204 1.52954 27.5288 27.5234 0.00543049 0.00379721 0.00263102
internal_count=4034 3957 3916 81 77 3835 3188 169 647 96 84 3019 151 591 564 524 2868 2837 690 678 648 78 570 56 64 2147 1486 661 476 327
is_linear=0
shrinkage=0.1


Tree=718
num_leaves=31
num_cat=0
split_feature=8 19 12 9 7 9 17 10 19 9 2 9 9 9 15 15 14 17 2 15 2 14 12 16 18 19 9 9 17 10
split_gain=9.11427e-05 0.000119726 0.000316589 0.000272435 0.000605445 0.00048628 0.000353597 0.00119501 0.000359803 0.000119079 0.00418585 0.000476117 0.000222261 0.000201829 0.000395136 0.000433101 0.000362953 0.000596157 0.000307971 0.000219163 0.000149365 0.000212628 0.000251484 0.000273898 0.0011101 0.000302128 0.000143215 0.000256706 0.000180652 0.00351214
threshold=8.8430989333000021 14.451165964200003 63.174563425750001 201.32298960505003 24.054467534550003 196.64273721640004 188.19076296340003 62.057679025150001 14.551174033150001 198.96357396150003 53.810443956900009 198.16621393750003 197.90890142995002 200.95377551580003 44.891409666300007 41.800301886400014 258.81059110610005 198.72470891995002 108.63443756215001 22.233787461850003 62.922191810850009 170.49106629835003 106.61257222060001 17.809958352600002 16.275652265450002 13.051052998800001 197.55459634620004 197.29115675710003 198.72470891995002 71.397382570300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 -3 -8 -9 11 -11 12 26 16 15 20 18 -18 19 -12 -15 -22 -23 24 -24 -25 27 28 -4 -30
right_child=-2 3 9 4 -6 -7 7 8 -10 10 13 -13 -14 14 -16 -17 17 -19 -20 -21 21 22 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.028943502865093632 -0.0012783562874958191 -0.00068016798887633983 -0.00031599917852546841 0.004224069414124015 -0.00054767603427976314 -0.0013540027402209978 0.0054097216196955268 0.0011947876970240183 -0.0020328155367772892 0.10013868240231914 2.4526079997771528e-05 -0.0031997719999081412 0.0018927448438994796 0.00084617703409298618 -0.0028134891925211563 0.0028356727214804379 0.0046743631724101278 -0.00015130210348341042 -0.00066944740750391168 0.0020997243872670013 -0.0021867298006246149 0.0020341798504406282 -0.0051538291302381557 0.0023466957960416421 0.00011559123538329385 -0.00012591617384431471 -0.0013734735293252053 0.0020505984046831241 0.039122075066850386 -0.0001942739813873515
leaf_weight=0.0037919443127866206 0.55008132189415349 1.0535516869422266 11.582544768229255 0.54251634853607533 0.52150312934463727 1.525815386086667 0.58463430658557847 1.0179616710547632 0.52275121738513108 0.0041820816695751209 1.0047014428353116 0.53328528252109286 0.51041777693382151 1.5162658626350172 0.51502972000474834 0.52126267044921704 0.52383982398285389 0.50069838928421007 2.0090903888296587 1.0313190983069942 0.51821100910274331 0.51975947662414057 0.54134888576762064 0.51959910091377359 1.5289547181284895 10.098641947199804 1.0183111559722409 0.51290429071377808 0.023790569883728074 0.50533006000890568
leaf_count=12 201 30 1719 48 73 53 83 31 50 1 20 38 11 45 29 33 28 14 33 23 65 89 143 60 334 337 26 15 58 332
internal_value=4.63392e-07 1.72876e-05 -5.04097e-05 0.000440263 0.00188532 0.00011345 0.000817801 0.00156036 9.96885e-05 -4.73697e-05 0.000103381 -0.000266548 -0.000156026 8.37852e-05 -8.77999e-05 1.25154e-06 0.000634759 0.00231603 0.00020893 0.00107569 -9.56781e-05 -0.000199718 -0.00012176 -0.000210074 -0.00126227 -4.91996e-06 -0.000232676 -0.000140658 -0.000233453 0.00157349
internal_weight=42.3621 41.812 36.0433 5.76873 1.06402 4.70471 3.1789 2.12535 1.54071 36.0395 21.3529 14.6866 14.1533 21.3487 16.2791 15.764 5.06965 1.02454 4.04511 2.03602 15.2428 13.7265 13.2083 12.6885 2.0703 10.6182 13.6429 12.6246 12.1117 0.529121
internal_count=4034 3833 3465 368 121 247 194 164 81 3453 1254 2199 2161 1253 1135 1106 118 42 76 43 1073 1028 963 874 477 397 2150 2124 2109 390
is_linear=0
shrinkage=0.1


Tree=719
num_leaves=31
num_cat=0
split_feature=19 6 15 9 13 17 9 15 2 2 0 5 7 3 17 18 18 4 10 15 2 6 5 15 9 6 5 16 3 13
split_gain=0.0001019 0.000150181 0.000115109 0.000634733 0.000155642 0.000421928 0.00124942 0.000341522 0.000327533 0.000162485 0.000731338 0.000302537 0.000267928 0.0106536 0.00129849 0.0038648 0.00220618 0.00241994 0.00139414 0.00133133 0.00127527 0.00073093 0.000139026 0.000135549 0.000601721 0.00140117 0.000208966 0.000599926 0.00119374 0.000236271
threshold=14.651182102100002 16.415383542800004 45.169600924000008 195.41812862360004 117.64961624655002 188.19076296340003 205.22231928645002 43.030193406950012 147.36057300110005 176.09844955530005 86.329079026800017 23.389417063900002 23.851446749400001 91.867302775550016 201.96256717700001 14.420596409350003 14.522586764600002 286.86996866160007 65.536543845950021 35.83914456115 229.44804549725004 13.65531905435 13.154029769200003 39.296024648600003 197.63955579655001 16.405383309150004 20.911722254300006 22.604947139800004 93.794927255050013 113.0174028878
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 9 7 -7 8 -6 23 -11 12 -12 14 -14 -16 -17 -18 -19 20 21 22 -20 26 25 -25 29 -28 -29 -1
right_child=1 -3 3 -5 5 6 -8 -9 -10 10 11 -13 13 -15 15 16 17 18 19 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-7.2399715126398578e-05 -0.00026009059991116804 0.0021359870572860294 0.00014384828253246105 -0.003699027128040345 -0.003277509877826166 0.0056117857761800935 9.6336884850954587e-05 0.0010238341924010395 0.0002236005791736365 -0.0041093222160613107 -0.00010428522191026095 0.0021274537688571976 -0.00092908530055821933 -0.07936497986637718 0.10003138792000649 -0.10011699919599681 -0.10004824446965331 0.089413387970874988 0.040490990639223477 -0.093539894843437721 -0.044694528723050006 0.10001245852839491 -0.010993997504644146 -0.0011052246855757241 -0.00022925727784719091 0.0061553968904524865 -0.00010371191129869626 -0.0059885641186515851 0.000754021091871527 0.00074201363033871755
leaf_weight=15.834558506212906 0.50761127330139177 0.5397122215363197 2.0237619818605026 0.54571210816084148 0.5723019949348751 0.56497326921453384 1.5043386888314101 0.86901849528658193 0.50122019993648248 0.52662255293802829 3.0233642567815666 0.51045163917915948 0.51853722017958426 0.017462044410649469 0.0051097343675792764 0.0019611141469795266 0.0015892609605997485 0.0030306412172650399 0.0010977889581444689 0.0010863709669841626 0.0017462686384916715 0.0020309678075136617 0.0010043175241492008 0.51984303435710832 2.519766036074941 0.54386782423478053 5.0520592395396262 0.54318446897377703 0.50828013545105932 4.5961916650594494
leaf_count=1371 14 63 79 131 134 49 32 11 24 159 168 30 432 36 12 3 27 31 111 27 223 7 31 30 30 34 520 35 18 162
internal_value=5.50985e-07 0.000974669 -2.41431e-05 -0.000672312 1.88422e-05 0.000608574 0.00160219 -0.000449886 -0.00164287 -4.92754e-05 -0.000601807 -0.000150016 -0.000474927 -0.00249525 3.47785e-06 0.0259231 -0.00203003 0.0145733 0.0327963 0.00816334 0.0269558 0.0572289 0.0158932 3.53919e-05 0.000612674 0.00260708 -4.25706e-05 -0.000556007 -0.00272918 0.000110814
internal_weight=42.3615 1.04732 41.3142 2.56947 38.7447 4.01185 2.06931 1.94254 1.07352 34.7328 4.61509 4.08847 3.57802 0.554656 0.537194 0.0186565 0.0135467 0.0115856 0.00999636 0.00696571 0.00587934 0.00413307 0.00210211 30.1178 3.58348 1.06371 26.5343 6.10352 1.05146 20.4308
internal_count=4034 77 3957 210 3747 250 81 169 158 3497 1297 1138 1108 940 904 472 460 457 430 399 372 149 142 2200 94 64 2106 573 53 1533
is_linear=0
shrinkage=0.1


Tree=720
num_leaves=31
num_cat=0
split_feature=6 13 15 5 6 15 2 5 13 2 18 6 16 7 16 17 2 13 2 2 8 17 5 0 2 18 9 17 9 15
split_gain=0.000102516 0.000241867 0.000421702 0.000361091 0.000481444 0.000210859 0.000515673 0.000313668 0.000885018 0.000307586 0.000828292 0.00023847 0.000380386 0.00677548 0.00866494 0.00162429 0.000314462 0.000214478 0.000212477 0.00017518 0.000156083 0.000217518 0.000132787 0.000104101 0.000238771 0.000100958 0.000435831 0.00144717 0.00178535 0.00124672
threshold=16.465384711100004 117.55283175385001 42.493282152450007 22.127107789600004 16.405383309150004 41.492094664050008 192.44078413960003 23.545618314050007 117.54745483760001 207.18514273665002 13.131682570750003 16.565387047600002 22.564947233300003 24.175586727800006 21.569949560100003 179.91109285790003 91.751571794600025 117.47755492620001 87.785991390250018 200.74412770730004 8.4434108459500017 192.77618096940003 22.649179082500002 86.329079026800017 108.24034454255001 13.276755824150003 186.16747084260001 204.42624920380004 184.85936449530001 19.662799495750004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 -3 -5 6 11 8 -7 10 -9 17 13 14 15 16 -13 -2 -14 -6 21 -11 25 24 -19 -1 27 28 29 -27
right_child=5 3 -4 4 19 7 -8 9 -10 20 -12 12 18 -15 -16 -17 -18 23 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00098050175416748665 -0.0019954417492580663 0.002019530304855311 -0.0028080349099313669 -0.0026062236704361614 0.0017105855973877371 -0.001290843160019607 -0.003589882262041065 0.0002622336625974576 0.0043816398769169042 0.00012817609527100807 -0.0043967947121225379 -0.034788061340185188 0.00045435638795340703 -5.348762653262088e-05 0.070278756260473571 -0.10008183890523888 0.039704043512294895 0.00033584473671861674 -0.0019015357994641756 -0.00014671206657192648 -0.00014339723277670559 0.003043485854512337 0.0016385719333807268 5.7074738455254698e-05 -0.001640935447592222 -0.10012291162574523 -1.9463592398948309e-05 0.064977309673169059 -0.10012630176169467 0.023931637102771755
leaf_weight=1.0380568324308708 1.0083653162471309 1.5579187427356385 0.5269363088380804 0.52657509580041084 1.0210679795959507 0.50698036979883931 0.51150649275240567 1.3729664694342005 0.60121829192939913 0.50468351068326456 0.5284605103442902 0.0010326726507446917 1.516560110205319 0.50349042100970109 0.027527764701517299 0.003890503117754962 0.0012558614393929357 1.0189497580067839 0.51209436961357813 1.010317895597707 1.0147987777273961 0.51925453516767561 0.516210987186425 2.5205961590800143 1.5263168183692783 0.0010240311053680198 21.951599115684349 0.0016088928614937251 0.0029805894043022363 0.0038779570082794427
leaf_count=172 25 53 105 60 23 7 141 40 39 14 35 66 51 6 35 25 297 27 39 30 37 29 115 20 30 496 1611 194 10 202
internal_value=5.19022e-07 0.000110995 -1.02679e-05 0.000819336 8.83617e-05 -0.000218553 -0.000504759 0.000300277 0.00178658 -0.000117757 -0.00103264 -0.000322115 0.000486212 0.00285232 0.0462573 -0.0607588 0.0060904 -0.000663566 -0.000140343 0.000786851 0.000735511 0.00160657 5.24249e-05 -0.000398455 -0.000849569 1.68242e-05 -2.87269e-05 -0.0214526 -0.0390936 -0.0019835
internal_weight=42.3581 28.1582 24.0423 4.11588 2.55796 14.1999 9.15159 5.04836 1.1082 3.94016 1.90143 8.64008 2.56585 0.537197 0.0337068 0.00617904 0.00228853 6.07423 2.02865 2.03139 2.03874 1.02394 23.5154 5.06586 2.54527 22.9991 21.9611 0.00949147 0.00788258 0.00490199
internal_count=4034 3071 2905 166 113 963 762 201 46 155 75 621 519 429 423 388 363 102 90 53 80 43 2800 77 57 2685 2513 902 708 698
is_linear=0
shrinkage=0.1


Tree=721
num_leaves=31
num_cat=0
split_feature=8 19 4 8 19 2 6 4 4 16 0 5 15 16 15 2 13 13 13 13 13 13 3 0 16 6 2 16 18 16
split_gain=0.000112754 0.000112893 0.000144978 0.000124286 0.00013292 0.000429602 0.00011854 0.000234082 0.000399018 0.000232217 0.000596722 0.000235279 0.00022846 0.000691934 0.000229352 0.000250788 0.0037121 0.00192283 0.000515229 0.000321228 0.000207596 0.000182574 0.000308433 0.000817646 0.000127384 0.000252488 0.000170461 0.000107171 0.000101214 0.000429249
threshold=8.8430989333000021 14.651182102100002 264.30477453730003 8.7431769115000026 14.151141757350002 201.70502722175004 16.535386346650004 266.52371110730007 363.87426917165004 22.644947046300004 86.256490657300006 22.53967987815 43.890399822900008 22.574947209950004 42.713473568600008 219.24808729375005 117.66037007905001 117.49368567500001 108.80996591365 116.19247193985002 103.23410375110002 117.64961624655002 93.281431752200021 85.812895065800021 22.544947280100004 16.545386580300001 86.324034997400005 22.744946812400002 13.975517741000003 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 3 -3 6 -5 -6 9 24 -9 12 11 -11 14 -14 15 21 17 18 20 -20 -17 22 28 -24 25 -8 -26 -28 -1 -30
right_child=-2 2 -4 4 5 -7 7 8 -10 10 -12 -13 13 -15 -16 16 -18 -19 19 -21 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=0.00027395942098665168 -0.0014229717001467291 -0.00013831514363959213 0.002227174214501631 7.1896084209459437e-05 0.0035245180824964601 -0.00055591767158496674 -0.00078170260060976082 -0.0037367815538785348 0.00019820595974891651 -0.001686949004245483 0.003824362754523187 0.00069132508466673826 0.0011262461558038273 -0.0039790281336537824 0.0020807236714204839 -0.019791137964575878 -0.0007372214373923703 -0.10022205567634745 -0.072303297727088003 -0.026242107735534172 0.030697402819067573 0.001852290722742489 0.0011337370135343467 -0.0044567271319282675 0.00045197000929306935 0.002369590139139162 -0.0014316440921737471 -0.00022403088055507846 -3.4098138013452295e-05 -0.0029696952278175683
leaf_weight=10.119971122571609 0.54921059732283239 0.51580177205442967 0.52060209610499442 1.5092758373793906 0.53162932753633618 0.50133895573912923 0.49739348157556074 0.52975397143748837 0.50178305365151621 0.52342385962765625 0.55389039719739219 2.0261842429178882 0.51607111483914003 0.54672025293518967 0.51691072096734103 0.0015195212821034199 0.49870257996371947 0.005173528101749981 0.0022121786154003509 0.0047977111671571038 0.0017549790954578537 0.51983651454798874 0.51217072847807432 0.53479500928915513 1.5126134693200581 0.5201202989894349 1.5365142513110188 1.4085893676383419 14.321257153367457 0.51604865294211855
leaf_count=339 201 23 23 16 24 22 3 66 28 37 69 51 33 107 31 511 12 30 43 33 59 12 148 51 30 362 32 16 1600 22
internal_value=5.4268e-07 1.92432e-05 0.00104991 -6.95679e-06 0.000670095 0.00154413 -5.19819e-05 -0.000440789 -0.00182264 2.7771e-05 0.000849377 0.000203075 -6.13288e-05 -0.0015 -5.83961e-06 -4.573e-05 -0.00223317 -0.0504952 -0.0254803 -0.0407781 0.00726836 -3.32732e-06 -4.0422e-05 -0.0017219 -0.000180448 0.000829137 -0.000410895 -0.000854065 3.01165e-05 -0.0001362
internal_weight=42.3561 41.8069 1.0364 40.7705 2.54224 1.03297 38.2282 6.50677 1.03154 31.7214 3.1035 2.54961 28.6179 1.06279 27.5552 27.0382 0.51416 0.0154579 0.0102844 0.00700989 0.0032745 26.5241 26.0042 1.04697 5.47523 1.01751 4.45772 2.9451 24.9573 14.8373
internal_count=4034 3833 46 3787 62 46 3725 537 94 3188 157 88 3031 140 2891 2860 688 676 646 76 570 2172 2160 199 443 365 78 48 1961 1622
is_linear=0
shrinkage=0.1


Tree=722
num_leaves=31
num_cat=0
split_feature=5 5 16 5 16 16 5 5 8 15 17 19 15 5 5 2 3 9 2 9 14 17 17 17 4 18 0 17 4 17
split_gain=0.000122019 0.00104852 0.00186678 0.00153119 0.0017086 0.00226908 0.000528754 0.000132118 0.000126298 0.000117775 0.000234335 0.000200135 0.000601418 0.000329067 0.000264019 0.000274048 0.000280612 0.000310983 0.000294184 0.00018608 0.00258974 0.000193909 0.000320402 0.000231759 0.000251185 0.00021988 0.000583782 0.000946064 0.000302937 0.000271531
threshold=25.568932055400001 25.767562150000003 23.344945409400005 25.921337396950005 23.024946157700004 22.564947233300003 27.883525060900002 30.284449345300001 8.8430989333000021 46.683480308100009 187.51563899930002 14.451165964200003 42.713473568600008 20.305669781650003 20.849573174100005 100.60547560250002 93.281431752200021 199.38481636575003 108.63443756215001 199.17419511990002 156.61564208075004 204.42624920380004 196.70243143610003 193.58923865885004 249.29025409490001 13.043896815850003 86.382848189450016 192.77618096940003 169.88079978325004 191.75825325995004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 5 6 -5 -8 9 11 -11 19 13 -13 -15 -16 17 -17 -18 21 -21 22 23 25 -25 -1 27 -27 -28 -30
right_child=1 2 -4 4 -6 -7 7 -9 -10 10 -12 12 -14 14 15 16 18 -19 -20 20 -22 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=0.00011042088892151931 0.00057371362407294632 0.093412264642419696 -0.10003750199085182 0.057036757202467918 0.043737561330306096 -0.10004554489318872 -0.035652767459628552 0.0083061610613137122 -0.0015396220558221104 0.00047711652872645127 -0.0025580652950660098 0.0025829016094720322 0.0037435385768932491 -0.0021664088281068642 0.0023666219190579055 0.0018022396503963229 0.00021996210797372586 -0.00066353722800400236 -0.003074304919307656 0.059199608356859793 0.00011085065429676511 0.0015681083441371367 -0.002796357359387042 0.0025398051867078497 1.0992394769024743e-05 -0.0058507908011404871 -0.0027254080228222666 0.00014588206444766954 0.0001006660260373313 -0.001709639113026888
leaf_weight=3.9182562604823366 0.50587083184052184 0.0031845221556174993 0.0011743063168978543 0.0021210729845195083 0.010674319074496452 0.002346652023463125 0.0011177851472194966 0.0017605875843536012 0.53888727069813214 0.50189097913743796 0.51578277087925883 0.5312886126935189 0.54659828277975719 0.52057057577121657 0.52005877187184557 1.0293426151201863 0.54694480658508815 1.0166583530399291 0.53746885804866906 0.0074199464179426347 20.836733012917442 0.51448511583563927 0.54015822037036976 0.53037046765225992 1.514200752934493 0.55222131569875699 0.53223488124484486 0.50247447779111098 4.5592943795938474 1.0125529982161019
leaf_count=230 29 14 12 147 32 33 136 139 139 7 65 61 70 34 36 25 6 37 43 6 1210 252 219 102 78 94 49 5 655 69
internal_value=4.66668e-07 0.00151078 0.0226927 0.0294894 0.0181931 -0.0189245 0.0191523 -0.00876482 -1.86082e-05 1.24439e-06 -0.00106119 2.80939e-05 0.00060393 0.000238983 -5.95752e-05 0.000240867 -0.000112287 0.000576995 -0.00141278 -5.82136e-05 0.000131885 -0.000337726 -0.000409497 -0.000311241 0.000666977 -0.000491798 -0.000821414 -0.00299388 -0.000446044 -0.000228315
internal_weight=42.3541 0.52825 0.0223792 0.0212049 0.0180204 0.0073461 0.00499945 0.00287837 41.8259 41.287 1.01767 40.2693 5.24893 4.70233 4.17104 3.65047 3.13041 2.046 1.08441 35.0204 20.8442 14.1762 13.6618 13.1216 2.04457 11.077 7.15878 1.0547 6.10408 5.57185
internal_count=4034 542 513 501 487 455 422 275 3492 3353 72 3281 312 242 181 147 111 62 49 2969 1216 1753 1501 1282 180 1102 872 99 773 724
is_linear=0
shrinkage=0.1


Tree=723
num_leaves=31
num_cat=0
split_feature=2 2 18 6 6 15 10 15 2 0 16 9 7 8 16 9 8 16 13 6 9 19 15 6 15 16 6 14 4 7
split_gain=0.000107487 0.000148819 0.00023588 0.000116711 0.000253189 0.000922638 0.000371977 0.000211585 0.000297429 0.000281263 0.00023265 0.000408184 0.000277113 0.000330343 0.000211719 0.000230834 0.000304611 0.000197732 0.000499548 0.000170308 0.000224202 0.000225809 0.000188587 0.000152583 0.00053694 0.000155371 0.000189918 0.00111212 0.000742853 0.000144989
threshold=49.864842700850012 60.327272492300004 14.030930991100002 16.465384711100004 16.405383309150004 42.246988155050012 61.93938686740001 41.492094664050008 192.44078413960003 86.103248543850015 22.654947022900004 193.24048816455004 22.575645983950004 8.3434888241000014 22.674946976100003 190.73543849905005 8.3434888241000014 22.624947093000003 117.63886241405002 16.555386813950005 205.22231928645002 14.451165964200003 36.548474543700003 15.975373262050001 40.309074029200012 22.654947022900004 14.980350013450002 156.61564208075004 278.29044475435006 23.203497038450006
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -6 8 14 10 11 -9 -12 -14 15 16 -5 29 -19 20 21 -17 -21 25 -25 26 27 -3 -28 -8
right_child=1 3 -4 7 6 -7 17 9 -10 -11 12 -13 13 -15 -16 19 -18 18 -20 22 -22 -23 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.0014339261904684055 0.00031681741990082884 0.068534973651438014 -0.0027126427958830842 0.0028297950770500061 0.0032314608271718326 -0.0041078057257457907 -0.0004552804425884647 0.00020665322049471472 -0.0028435428559595534 0.0024108352788794595 -0.00015402061385870209 -0.0032409538327320235 6.2328247089099754e-05 0.0036426151144036733 -0.0023167001731161188 -0.0021574974073787115 -0.00060698747884187991 0.003862512901712396 -0.00055118475450182151 -0.00023050822296080822 6.5172724756384619e-05 -0.00043275596386038869 0.001988529014767833 0.0034711539978435125 -0.00035744533995756629 0.0017136080252643353 -0.0040021077724975767 3.9099788065964204e-05 0.00052462265549496373 0.00068117421104656357
leaf_weight=0.51673172558908831 0.51147959725505987 0.0023707587679514521 0.51661173203225275 0.52955613675179602 0.53061984924822958 0.54077944943975964 2.0151639453006425 1.0118869789836793 0.51367994262402916 0.56145766666304542 1.9224816633806443 0.51984098849268168 0.50817033527346189 0.52287541973373663 0.52302188006865513 1.5236133713624442 0.50271952459297586 0.52687846066615562 0.49957626850300585 1.5234958422219222 2.0010721824801294 1.5127854396196196 0.51159356974403625 0.57159419110660081 1.0199348022106276 0.51252220800961268 0.56562213303518505 16.290478737298791 1.0095981680460695 2.5346058373172582
leaf_count=45 36 2 47 367 32 127 42 30 141 38 46 42 15 30 63 22 6 46 6 82 10 18 9 119 35 28 141 2280 38 91
internal_value=4.88281e-07 -1.72166e-05 -0.00120547 1.27196e-05 0.000136185 -3.20882e-05 0.000701416 -0.000218924 -0.000505852 0.000300813 3.66834e-05 -0.000963403 0.000555338 0.001878 -0.000366672 -0.000240833 0.00115608 0.000460663 0.00171436 -0.000444719 -0.000756618 -0.0012982 0.000327327 7.82688e-05 0.00101759 -3.06445e-06 -5.2305e-05 4.90666e-05 -0.00110081 0.000177821
internal_weight=42.3528 41.8361 1.02809 40.808 26.6197 20.5129 6.10684 14.1883 9.14154 5.04671 4.48526 1.53173 2.95353 1.03105 8.62786 8.10484 1.03228 5.57622 1.02645 7.07256 5.03747 3.0364 2.03509 19.9721 1.59153 18.3806 17.8681 16.2928 1.57522 4.54977
internal_count=4034 3989 83 3906 2987 2770 217 919 718 201 163 72 91 45 577 514 373 185 52 141 50 40 91 2643 154 2489 2461 2282 179 133
is_linear=0
shrinkage=0.1


Tree=724
num_leaves=31
num_cat=0
split_feature=19 2 6 16 6 6 4 9 15 5 15 15 5 16 2 0 17 6 17 15 2 14 9 17 7 16 9 6 12 0
split_gain=0.000157541 0.000187193 0.000110981 0.000244728 0.000479227 0.000892058 0.000221722 0.000392764 0.000215257 0.00064073 0.000169152 0.000148192 0.000117169 0.000117817 0.00039806 0.000368634 9.25964e-05 0.000359571 0.000206041 0.00045644 0.00021223 0.000557371 0.000658544 0.000394024 0.000175114 0.000237717 0.000160641 0.000379394 0.000588595 0.000194267
threshold=14.651182102100002 173.34516805710004 16.535386346650004 22.644947046300004 15.155354102400002 16.435384010100005 266.52371110730007 206.57490536735003 43.890399822900008 25.568932055400001 42.713473568600008 41.800301886400014 20.305669781650003 22.594947163200004 154.31016903475003 85.764502819450016 202.32358236650001 14.515339148550002 198.24432709335002 31.233764884050004 71.99970061785001 177.36626049935003 207.69346988305003 185.45496942040003 23.729953793150003 15.344964116800002 206.57490536735003 11.260263094250002 198.57093999515004 86.643628628100018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 -6 12 -8 10 -10 11 16 -4 14 -14 -15 18 -18 20 -20 23 22 -22 24 -1 -26 29 -28 -29 -23
right_child=1 -3 6 4 5 -7 7 -9 9 -11 -12 -13 13 15 -16 -17 17 -19 19 -21 21 26 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0008038390242229806 -0.00013152458886276017 0.0025403460586221377 0.0012842763974142035 -0.0020407548064556489 0.0048855574532316905 0.00048677008367667982 -0.0036506234351689759 0.00023607319678284604 -0.0037951572814049908 0.0011188022320460789 0.0017951709270568397 -0.001698131797763329 0.0026573281352397721 4.5621578150446892e-05 -0.00073991797887661321 -0.002213576850187519 -9.6686961172073264e-05 -0.0028084100129560784 0.0034426704380296708 0.00030210537277031537 0.0047626579079637727 -0.00036956395938384401 -0.00025795489159863397 -0.0032208992070523407 4.6695236725012706e-05 -0.0019318593009951355 0.00025505390199665997 -0.0045267873790456525 0.00023239765462682927 0.00042924628276188518
leaf_weight=1.0142894071664099 0.5219380852969937 0.52694917668850394 0.51293440241252231 0.50368834600158008 0.56316671037335764 2.5419906400925774 0.53080326174233128 0.50962030725327168 0.55543635972434058 0.50805746864053125 0.515876275115139 0.52395542346857737 0.52559169161707764 2.428536023565528 1.0032469238506054 1.0279656639322636 4.5417480988102543 0.54798134269167142 0.54574707215523277 3.0438015826374816 0.54401082042017168 5.0567891295622802 0.50265894265612587 0.53364801455472832 1.5042798233106629 1.0183189625731754 1.5078956279054021 0.53782645201948731 0.5028189408870114 7.6505439969197111
leaf_count=30 41 36 24 18 83 71 92 39 122 29 31 27 359 78 61 30 630 149 175 81 97 221 5 68 31 38 104 91 73 1100
internal_value=5.10385e-07 0.00121079 -3.02245e-05 4.08656e-05 0.000820441 0.00128456 -0.000408192 -0.00174684 -4.94346e-05 -0.00144764 -2.05138e-08 -3.13326e-05 -0.000154883 -0.000302956 0.000428004 -0.000626265 -1.27212e-06 -0.000388642 8.10064e-05 0.00077959 -4.20776e-05 0.0001192 0.00235153 -0.000687995 -0.000305828 -0.000752005 -3.39552e-05 -0.000758543 -0.00222724 0.000111366
internal_weight=42.3521 1.04889 41.3032 34.7645 3.60885 3.10516 6.5387 1.04042 31.1557 1.06349 30.0922 29.5763 5.49827 4.98534 1.52884 3.4565 29.0524 5.08973 23.9626 3.58955 20.3731 16.3025 1.04667 4.07054 3.53689 2.5226 15.2559 2.54854 1.04065 12.7073
internal_count=4034 77 3957 3274 172 154 683 131 3102 151 2951 2920 552 528 420 108 2893 779 2114 256 1858 1691 102 167 99 69 1589 268 164 1321
is_linear=0
shrinkage=0.1


Tree=725
num_leaves=31
num_cat=0
split_feature=19 2 2 12 9 6 7 17 6 7 2 16 6 0 5 7 2 18 18 3 9 0 7 4 13 9 15 4 19 9
split_gain=0.000127715 0.000152012 9.7752e-05 0.000157058 0.00029475 0.000107079 0.000267366 0.000442957 0.000434666 0.000350717 0.000218875 0.000200394 0.000395711 0.000822768 0.000208462 0.000196034 0.00151659 0.00914398 0.00589333 0.00862991 0.00100986 0.000645028 0.000213515 0.000160909 0.000130327 0.000122567 0.00139974 0.00285364 0.0028743 0.00054159
threshold=14.651182102100002 173.34516805710004 49.864842700850012 82.696898122450008 212.35746315350005 16.535386346650004 23.032902590750002 194.36188291790003 16.565387047600002 22.589037079550003 96.242542698950004 22.644947046300004 15.155354102400002 86.256490657300006 22.53967987815 23.109894804950002 104.38256328765002 13.405476405600002 13.112573650350003 93.69276584615001 187.94830913940004 86.382848189450016 23.150522195450005 156.01728445355005 117.56358558635002 196.26893085885004 18.946678378300003 234.39952089600004 10.550851274900003 197.55459634620004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 11 9 -8 -9 -7 -10 15 -13 14 -14 16 17 18 19 -5 -21 -18 -17 -24 -16 -25 27 -27 -29 -28
right_child=1 -3 3 5 -6 6 7 8 10 -11 -12 12 13 -15 24 22 21 -19 -20 20 -22 -23 23 25 -26 26 29 28 -30 -31
leaf_value=0.0013415358838745563 -0.00011836540971964529 0.0022903203784420865 -0.0029340596410367499 0.076401092354651284 0.00046093088126218738 -0.00024332072918690822 -0.0037777549382235864 -0.0019789047511679361 -0.00055004089439280744 0.0024924062665447962 0.0023800805810217495 -0.0018341068314063555 -0.0013489296990122494 0.0047009095171277569 8.1324413216658017e-05 0.0020556193036173772 -0.0043341899037036002 -0.054475108657358821 0.10003956670281133 -0.0073377413546232874 -0.058852332259740951 -0.00032550837885742949 0.023003728561385366 -0.00039086822386813052 0.0016837273091642178 0.081432860759086595 0.0032419963340948352 0.064539386082664615 -0.090153822183695706 1.8060384096444263e-05
leaf_weight=0.51531884277781514 0.52198217533901814 0.52607574316789396 0.52100849894221501 0.012649515101654477 0.50224390063099333 3.434267045448649 0.52253945766602816 1.0150006324392964 0.49997792445356004 0.5426560874927161 0.52015001938065097 0.5043587037471301 0.52299247796691029 0.54827177091283363 1.005794903014966 0.5185212657300039 0.54484874426089969 0.013775626010926287 0.011602329600350458 0.0070366501307717053 0.0082870052247017156 1.5245795828028594 0.0030422816635277119 6.0778435268940454 1.0246394510922505 0.0060949831623392514 0.53476033069194429 0.002165062621768632 0.0026978264541277497 20.356081032928589
leaf_count=41 41 36 74 14 10 497 34 20 5 46 38 18 34 59 20 22 237 27 39 32 11 249 3 1044 39 121 29 59 110 1025
internal_value=5.28662e-07 0.00109068 -2.71337e-05 -4.44256e-05 -0.00126769 -1.29476e-05 -0.000382998 -0.00118062 -0.000513775 0.000129973 0.00094399 5.98217e-05 0.000763675 0.00118609 0.000431392 -2.58567e-05 -0.000951763 0.0156952 0.0401204 0.015268 -0.0351967 -0.00138093 4.56127e-05 6.98678e-06 0.000889962 4.39361e-06 0.000119328 0.0358504 -0.0212811 0.000100586
internal_weight=42.3513 1.04806 41.3032 40.7879 1.02325 39.7646 6.53459 2.55767 2.03513 3.97692 1.02013 33.23 3.60606 3.1017 2.55343 29.624 2.12278 0.0533511 0.0395755 0.0279732 0.0153237 2.06943 27.5012 26.9827 2.03043 26.9796 20.9018 0.0109579 0.00486289 20.8908
internal_count=4034 77 3957 3916 84 3832 640 97 63 543 43 3192 170 152 93 3022 609 123 96 57 43 486 2413 2391 59 2388 1344 290 169 1054
is_linear=0
shrinkage=0.1


Tree=726
num_leaves=31
num_cat=0
split_feature=19 12 2 14 2 10 10 13 0 6 16 18 15 13 6 13 16 0 2 15 5 6 2 3 16 3 16 2 19 10
split_gain=0.000103493 0.000250442 0.000123412 8.59655e-05 0.000480614 0.000609322 0.000275493 0.000945486 0.00978454 0.0044541 0.00210983 0.00202226 0.00143162 0.00154781 0.000828817 0.000492753 0.000305193 0.000279643 0.000198694 0.000254363 0.000491987 0.0162818 0.0042319 0.000170804 0.000396246 0.000557914 0.000150592 0.000237173 0.000165341 0.000117085
threshold=14.651182102100002 49.885988093600005 173.34516805710004 287.36199315565005 209.01099100540003 62.095317438950012 62.025417527550012 117.54745483760001 87.170566421650008 15.945372561050002 22.654947022900004 14.199468390000002 43.890399822900008 116.19247193985002 14.745344522600002 108.65403534205002 15.484963789400002 86.162394622750014 196.01988179970002 43.890399822900008 22.938948824900006 16.565387047600002 168.84984911130002 93.894400205900013 22.704946905950003 93.910530954700008 22.674946976100003 108.24034454255001 14.551174033150001 61.93938686740001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 18 5 -5 17 8 -8 10 11 -10 13 14 15 16 -13 -6 19 20 26 22 23 -22 25 -25 29 28 -28 -3
right_child=2 3 -4 4 6 -7 7 -9 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.036622058691517877 -0.00010651722589321861 0.00087714435064459122 0.0020645500975258677 -0.0047494768418252569 0.00013589380105020259 0.00011909261560419855 -0.10019709792576591 -0.00071863726372492173 -0.10014229876931223 0.072764110506893812 0.10000689410987605 0.017053557359500718 -0.10011306809336216 0.10001164926786926 -0.069094405391484079 0.059531459742775752 -0.04931235019933114 0.0027162878060361167 0.0019714268466972376 -0.0021679460530024727 0.10007619677705717 -0.00019317903313311358 0.0089519489112983835 0.10004558670710395 0.10007737639411891 0.013219724454948274 0.0014801453488822341 -0.0019391696706321845 -0.0010184950806485205 -1.9659845175990974e-05
leaf_weight=0.0018647812426938462 0.52202183740086983 1.5273029164046104 0.52528888421875308 0.51910084572115833 2.0278465304984503 0.50925540709028616 0.010029782616348126 1.0016984914205318 0.0031477235267966973 0.00905807257925062 0.001363877294352279 0.0015470411678726263 0.0013939220156089505 0.0015299833321478218 0.0018156308552981226 0.00142628621104679 0.0012550670184012964 0.52968527944358346 0.51724786017661628 0.53442317900950698 0.015958836127537901 0.88368165563390955 0.0077331721652171828 0.0013772168895229689 0.004668565234169364 0.0015996602353609557 0.51460306428634728 1.0247195469200958 0.54564016084259492 31.100197667448167
leaf_count=13 41 26 36 32 170 267 65 24 29 37 13 424 7 6 46 37 130 51 28 80 10 412 16 1 2 54 25 23 17 1912
internal_value=6.98276e-07 -2.41957e-05 0.000982403 -2.58504e-05 -0.000432361 -0.0023385 0.000113379 -0.00126381 -0.0180321 0.0185333 -0.017909 -0.031183 -0.00697847 0.010162 -0.0125825 0.0116832 -0.0126718 0.000670314 2.53543e-05 -2.4817e-06 3.00009e-05 0.00231882 0.0731545 0.0941884 0.0818984 0.0533887 -3.03323e-05 -0.000854284 0.000194253 2.23198e-05
internal_weight=42.3485 41.3012 1.04731 41.2993 4.62015 1.02836 3.5918 1.03427 0.0325674 0.0225376 0.0134795 0.0121157 0.00896793 0.00757401 0.00604403 0.00422839 0.00280211 2.55753 36.6792 36.1619 35.6275 0.915019 0.0313375 0.0236043 0.00764544 0.00297688 34.7125 2.08496 1.06024 32.6275
internal_count=4034 3957 77 3944 1338 299 1039 818 794 729 692 679 650 643 637 591 554 221 2606 2578 2498 495 83 67 57 55 2003 65 42 1938
is_linear=0
shrinkage=0.1


Tree=727
num_leaves=31
num_cat=0
split_feature=8 8 19 2 10 3 15 18 10 6 3 13 16 5 12 0 15 5 5 0 7 5 16 17 6 15 19 16 9 5
split_gain=8.45607e-05 0.000109116 0.000156777 0.000484936 0.000135528 0.000166228 0.000197882 0.000926735 9.87166e-05 0.000329935 0.0011514 0.000292241 0.000725832 0.00124219 0.0002685 0.000420187 0.000229009 0.000499783 0.000102201 0.000325837 0.000562852 0.000138045 0.000880366 0.000394622 0.000208119 9.12954e-05 0.000463811 0.000199877 0.000241701 0.000226152
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 201.70502722175004 61.853356207250009 94.098723023850013 16.701947052500003 17.323446153950005 61.987779113750001 16.515385879350003 93.819123378250012 117.55283175385001 22.604947139800004 24.107645372150007 198.57093999515004 86.20003303655001 42.246988155050012 24.218679034200004 22.127107789600004 86.420486603250012 23.127267687200003 20.911722254300006 22.604947139800004 191.86029796145002 16.445384243750002 24.006097767650004 12.651020723000002 15.404963976500001 205.67007911670001 16.569990495050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 -6 9 14 -11 16 -13 -14 -8 -16 18 -18 21 -20 -21 25 23 -23 -25 26 27 29 -29 -10
right_child=-2 2 3 -5 5 -7 8 -9 11 10 -12 12 13 -15 15 -17 17 -19 19 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0011884994866802516 -0.0012311957297568932 1.8671000127715758e-06 0.0037051138644937976 -0.0006284533593217765 -0.10002477943466299 -0.0017796801457928592 -0.0010062510570039043 0.015798548751278191 -5.5903007152682353e-05 -0.0052494663146765361 0.0013863643541736441 8.1690740615589566e-05 0.0062540692457536727 -0.00055365436997838289 -0.00070364335181358716 0.0021608135863450061 -0.0036589374241541694 0.00070545535408161257 -0.00035901738307736713 -0.00045007711605106628 0.004241354733224764 0.0024889124277618149 -0.0043918138412622617 -0.0022970076994897845 -0.00010876129354167024 0.00013262987021724 -0.0031411363389762977 0.0027340078570850367 -0.00033652702970801517 -0.0023277874718868499
leaf_weight=0.90054984135772187 0.54988331157113535 1.5086324489093379 0.53171302609074167 0.50202691830622825 0.0010763541252042184 0.54929514992149719 1.5240167057982121 0.0019286482100946594 3.0429396499899131 0.53727711218380114 0.50938341135520204 3.5378767963493436 0.56912614822067509 0.50662563011237105 1.0115116686400876 1.0372286840988634 0.5388232801324454 0.51142017926678329 1.5060899691816316 0.49918736738953617 0.52435493781104014 0.52190461501616292 0.53791222913059744 0.52574583248707041 2.5078224306489574 15.778863859158182 0.53449515341571174 0.51371847210084298 0.5117257595115916 0.51185763007744434
leaf_count=425 201 16 24 25 291 249 31 514 365 30 11 59 67 25 22 34 76 45 21 33 23 45 46 128 16 915 214 29 21 33
internal_value=8.0432e-07 1.70133e-05 0.0006519 0.00160055 -2.41079e-05 -5.25812e-05 -2.74856e-05 -0.0256879 -2.54456e-05 -0.000458555 -0.00201997 3.48522e-05 0.000773333 0.00304797 -1.12771e-06 0.000746563 -8.44145e-05 -0.00153368 -2.90995e-05 0.000576602 0.00195332 -9.04195e-05 -0.000621449 -5.10259e-05 -0.000488005 1.36177e-05 -0.000353533 -2.82309e-05 0.00120172 -0.000383033
internal_weight=42.345 41.7951 2.54237 1.03374 39.2528 38.3522 37.8029 0.003005 37.7999 4.61942 1.04666 33.1805 4.61363 1.07575 3.57276 2.04874 28.5669 1.05024 27.5166 2.52963 1.02354 24.987 4.09339 3.55547 3.03357 20.8936 5.11474 4.58024 1.02544 3.5548
internal_count=4034 3833 65 49 3768 3343 3094 805 2289 128 41 2161 151 92 87 56 2010 121 1889 77 56 1812 235 189 144 1577 662 448 50 398
is_linear=0
shrinkage=0.1


Tree=728
num_leaves=31
num_cat=0
split_feature=2 17 17 16 0 18 12 7 15 16 9 17 2 14 19 0 12 14 4 17 15 14 4 15 16 6 6 13 5 6
split_gain=9.79672e-05 0.000127921 0.00081202 0.000213821 0.000161168 0.000163627 0.00128657 0.000341771 0.0015068 0.00395087 0.00304638 0.00266164 0.00154723 0.00126055 0.000895567 0.00173465 0.000224323 0.00263927 0.00652604 0.00323626 0.00132627 0.000650074 0.00191895 0.000162984 0.000686927 0.000153233 0.000289685 0.000860939 0.000309574 0.000281147
threshold=49.864842700850012 183.35201426355002 182.20563699335005 22.724946859200003 85.732241321850012 13.043896815850003 81.514192512750014 22.792619241600004 20.520114807950005 14.184966829400002 206.75106037490002 183.58889821140002 171.97230602530001 151.21503237055003 11.950964240300001 99.128828185900019 94.328280857900012 163.71362709910002 165.86037890555002 183.75393144810002 27.980927088250002 168.39662374755002 169.62532823300003 24.006097767650004 14.344966455200002 16.465384711100004 16.235379337050002 117.46680109370001 20.849573174100005 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 -2 4 -3 -6 -7 -8 9 12 14 -10 -9 -13 -11 -16 20 -18 -19 -20 -15 -21 -23 24 -24 26 28 -28 -25 -29
right_child=1 3 -4 -5 5 6 7 8 11 10 -12 13 -14 16 15 -17 17 18 19 21 -22 22 23 25 -26 -27 27 29 -30 -31
leaf_value=0.0013695362911295128 -6.8209871942217319e-05 -0.0012149957311020274 -0.0042022437292229204 0.0019506978581962549 0.00092539434761249408 -0.049221363331413887 -0.002455961820957172 -0.10006079131492494 -0.10016508395411278 0.099831844855998261 0.00096971892557542929 0.07418071465249447 0.026388791150195125 0.0049169078316881045 0.098489328606290796 -0.04859609621486248 0.053286364092379683 -0.10028505213046345 0.10009510117274943 0.044695631869756239 -0.0021479298529728922 -0.057998671489684031 0.00053568262527553924 2.0610670076955248e-05 -0.0038817626452855602 -0.00027297998746350177 0.0044810080216500427 -0.00079204023946261709 -0.0023941241846453559 0.00075268856251635723
leaf_weight=0.51653956646208499 4.9001771465329576 1.0256390998681073 0.52615449415145832 0.5832452728857892 2.0419879142154818 0.0053089257666972802 0.55222930847987939 0.0030375777475281232 0.0026508336868492624 0.0073806967555312686 0.0087839911407741056 0.0022932302745165547 0.0014200093773686761 0.5439220480309348 0.0019227127635206287 0.0013753686839906853 0.0092882851313359494 0.0064911828376413841 0.0032293632926777551 0.0032513166661399797 0.5195276564222695 0.0057078336685688616 1.0050803479219657 11.659819401115897 0.54177207538336114 10.160378764234222 0.55873130006244665 1.5363673022020519 0.55624303208624404 5.054376227028115
leaf_count=45 1167 188 72 85 49 38 196 180 23 24 29 4 359 35 12 41 9 6 3 4 38 8 46 593 196 188 78 53 167 98
internal_value=7.88461e-07 -1.61145e-05 -0.000469059 5.14055e-05 2.04785e-05 5.68986e-05 2.74819e-06 1.07288e-05 5.30416e-05 0.025142 0.0445916 3.43859e-05 -0.059779 4.26434e-05 0.0804734 0.0371516 3.73575e-05 -1.14766e-05 -2.73989e-05 -6.46302e-06 0.00146552 -1.68635e-05 -2.15411e-05 -1.08912e-05 -0.00101149 4.15299e-05 0.000206542 0.000712106 -8.93412e-05 0.000392597
internal_weight=42.3443 41.8278 5.42633 36.4015 35.8182 34.7926 32.7506 32.7453 32.1931 0.0239204 0.0194628 32.1691 0.00445759 32.1665 0.0106788 0.00329808 32.1642 31.1007 31.0914 31.085 1.06345 31.0817 31.0785 31.0728 1.54685 29.5259 19.3655 7.14947 12.2161 6.59074
internal_count=4034 3989 1239 2750 2665 2477 2428 2390 2194 645 106 1549 539 1526 77 53 1522 1449 1440 1434 73 1431 1427 1419 242 1177 989 229 760 151
is_linear=0
shrinkage=0.1


Tree=729
num_leaves=31
num_cat=0
split_feature=19 6 6 3 7 7 7 16 17 17 0 15 16 2 13 6 18 6 15 4 6 6 6 6 13 5 6 18 16 10
split_gain=8.32247e-05 0.000148525 0.00010515 0.000248538 0.000221131 0.000424637 0.000270079 0.000215493 0.000327212 0.000414289 0.00070526 0.000164055 0.000650188 0.000188514 0.0015617 0.00405429 0.00139648 0.00135243 0.000754869 0.000443588 0.000285267 0.00073047 0.000535917 0.000284645 0.000465368 0.000161258 0.000160632 0.000133973 0.000710856 0.000456004
threshold=14.651182102100002 16.415383542800004 16.535386346650004 93.14163192940002 23.779256055650006 23.032902590750002 22.589037079550003 22.644947046300004 193.10154186985002 191.75825325995004 85.995710218650018 43.890399822900008 22.574947209950004 219.24808729375005 117.66037007905001 16.435384010100005 12.794482498400003 16.425383776450001 30.108785229950005 127.35214607660002 13.78532209185 12.165284239900002 14.695343354350003 15.575363915900002 116.00427987075001 20.556063402800003 16.505385645700006 13.946975448150001 20.784951395750003 69.999384342500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 7 25 5 6 -5 11 9 10 26 13 -13 16 15 17 18 20 -1 -18 21 -15 -22 24 -24 -4 -9 -21 29 -29
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 -12 12 -14 14 -16 -17 19 -19 -20 27 22 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00087268479158307099 -0.00034704213773352547 0.0020366671000188485 -0.0004095651910681257 -0.00020338920927484165 0.0019795296289615966 -0.0028904594390413156 0.0022402125287335328 -0.0013291190867037444 0.0030455130937444689 -0.0012844819615056183 0.0043391051087231375 0.0012858481376251424 -0.0036607099650052912 -0.038949036286190307 -0.00084752406233119012 -0.096676574843422264 -0.065685883155128022 0.10004281373631885 0.10002535651975349 0.00026308851478661066 -0.065389935325909004 0.071246132646117663 -0.021029512646458408 -0.019214120218830084 0.071983638559299498 -0.0021910096617651855 0.00083609475586209666 0.0027331106978745164 -0.0038059172907802942 -0.00014787454622833675
leaf_weight=0.0011313709144421527 0.50720330281319437 0.5393564959467767 1.0082202782532461 2.9383701570843446 0.51278399789873663 0.52035140873346097 0.53459295904031012 0.51780657627614379 0.54152121822937704 1.0058247821580151 0.52900767509709101 0.51679960274143311 0.54695580013594214 0.0010945425138490028 0.4983349503017962 0.0061511113576520051 0.0010270662605823535 0.0012934813275933274 0.0021516949564102106 13.711645793373011 0.0018084361021557527 0.0013355996520171831 0.0010669388452509351 0.0040136007166662324 0.0010848404781427234 1.0244367874611269 1.0128266761365443 0.57063202952922409 0.51836024308431738 14.76338418923083
leaf_count=94 14 63 24 531 27 29 38 45 73 12 20 34 117 487 12 57 3 1 6 477 24 49 36 28 6 34 22 115 26 1530
internal_value=7.67248e-07 0.00088143 -2.15523e-05 -0.000389447 2.46301e-05 -0.0002264 0.000172754 4.76623e-05 0.000779392 0.000379077 0.00119148 -3.70725e-05 -0.00125755 6.08208e-06 -0.00188849 -0.0309525 3.91563e-05 0.00360854 0.0652551 3.19143e-05 -0.00838074 0.0216139 -0.0175221 -0.00348141 0.025864 -0.00130739 0.000103612 3.41974e-05 -0.000163784 -4.06631e-05
internal_weight=42.3406 1.04656 41.294 6.53876 4.5061 3.99331 3.47296 34.7553 3.60699 3.06547 2.05964 31.1483 1.06376 30.0845 0.516184 0.0178486 29.5683 0.0116974 0.00328307 29.565 0.010404 0.00243014 0.00797382 0.00616538 0.00215178 2.03266 1.53063 29.564 15.8524 15.334
internal_count=4034 77 3957 683 625 598 569 3274 172 99 87 3102 151 2951 700 688 2251 631 100 2151 630 536 94 70 42 58 67 2148 1671 1645
is_linear=0
shrinkage=0.1


Tree=730
num_leaves=31
num_cat=0
split_feature=5 5 16 5 5 16 16 5 5 5 17 19 2 8 8 19 2 10 10 15 6 2 5 12 15 2 7 9 5 4
split_gain=0.000133577 0.000904939 0.00166975 0.00138952 0.00141305 0.000604848 0.00123967 0.000673664 0.000112496 0.000104663 0.000378732 0.000151708 0.000491829 9.2791e-05 0.000120162 0.000153556 0.000328063 0.000127862 0.00054377 0.000232501 0.000351876 0.000333918 0.000222114 0.000148131 0.000250954 0.000766805 0.000241303 0.000267682 0.000162522 0.00108244
threshold=25.568932055400001 25.767562150000003 23.344945409400005 25.921337396950005 26.429668882900003 23.024946157700004 22.564947233300003 27.353529845850005 30.284449345300001 24.453399453300005 187.77231677760003 14.651182102100002 32.468269602050007 8.8430989333000021 8.7431769115000026 14.151141757350002 201.70502722175004 61.987779113750001 61.950140699950005 41.195083317300011 16.535386346650004 86.324034997400005 24.279163357700003 217.64277969395002 37.870720399650004 148.06652356835002 23.203497038450006 193.67618212375001 20.911722254300006 218.36915329220002
decision_type=2 2 2 2 2 2 2 2 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 7 -6 -9 11 -11 12 -1 14 17 -16 -17 18 19 21 -21 -14 23 24 28 -26 27 -27 -19 -30
right_child=1 2 -4 4 5 -7 -8 8 -10 10 -12 -13 13 -15 15 16 -18 22 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.055507716860037651 0.00073036137447960022 0.092136114935319313 -0.10003383088414118 -0.074423971844966991 0.076779073351532404 0.040297489642258481 -0.10003851953656924 -0.030041428249372865 0.01018068236700693 0.00092430470288879624 -0.0029233144481193127 0.0016717576898911913 0.00061575897560140716 -0.0013328117657991417 2.1432076555679812e-05 0.0033383888886589896 -0.0002302180528551117 3.1953681755773143e-05 -0.0025570376659113589 0.0019809042620166401 -0.00044119314424939269 -0.0029723757808121647 0.0020903850583167249 -0.00067321117750332405 0.004190953036327918 0.0006850912841068667 0.0012820563765101368 -0.001197007398146873 3.4789227749048795e-05 -0.004839492799880136
leaf_weight=0.001595260349843807 0.50632834201081056 0.0029069075648919728 0.0010700088141675215 0.0015272224608737775 0.0014936951400507442 0.010483348334673792 0.0010223567735843653 0.0011581091776063923 0.0017402413476294287 0.50676281816477942 0.51664298958878874 0.53939306681235066 0.51154530191432956 0.53026109310532277 1.5086204245162655 0.53026926924940176 0.50099363306799205 20.396525067062697 1.0356145503616856 1.0381804205862866 1.4204527784822856 0.52609617604436354 0.51127434072244327 3.0519275950882863 0.55872822205537787 1.5153481042798378 1.5472568954671144 1.5073667131061794 3.0196205701496179 0.53655361811596813
leaf_count=9 29 14 12 40 92 32 24 160 139 68 61 52 29 110 16 23 18 1694 35 25 22 46 43 873 72 22 38 26 152 58
internal_value=7.08182e-07 0.00158172 0.0217233 0.028131 0.0174534 0.0262797 -0.00086158 0.0222243 -0.00589108 -1.9247e-05 -0.00101808 5.8147e-06 -1.65117e-05 -1.87125e-05 -1.16772e-06 0.000664298 0.00160474 -4.66321e-05 -0.000544371 5.17909e-05 0.00058156 -0.00120347 2.24666e-05 -1.04361e-05 5.91183e-05 0.000693957 0.000266412 -0.000253473 -7.68119e-05 -0.00070064
internal_weight=42.3388 0.52773 0.0214019 0.0203319 0.017425 0.0158978 0.0054144 0.00439205 0.00289835 41.811 1.02341 40.7876 40.2482 40.2466 39.7164 2.53988 1.03126 37.1765 4.53189 3.49627 2.45863 1.03764 32.6446 32.1333 29.0814 5.1287 4.56997 3.02271 23.9527 3.55617
internal_count=4034 542 513 501 487 447 415 391 299 3492 129 3363 3311 3302 3192 57 41 3135 157 122 47 75 2978 2935 2062 158 86 48 1904 210
is_linear=0
shrinkage=0.1


Tree=731
num_leaves=31
num_cat=0
split_feature=5 5 5 5 5 16 16 16 5 5 16 5 2 2 18 6 13 12 15 15 5 18 4 9 17 10 9 9 5 5
split_gain=0.00010852 0.000108486 0.00302116 0.00151754 0.00125868 0.00147914 0.00185917 0.00176919 0.000960334 0.00153585 0.000469139 0.000415162 9.87453e-05 0.000162311 0.000256668 0.000126339 0.000234754 0.000407709 0.00112504 0.000278287 0.000158593 0.00014334 0.000742893 0.000486637 0.0015562 0.00116986 0.000772402 0.000385518 0.000176796 0.000240173
threshold=25.568932055400001 25.642804662200003 25.767562150000003 25.921337396950005 29.996566321350006 23.169945818600002 23.024946157700004 22.564947233300003 35.712180863700006 36.846689218400009 23.044946110900003 27.883525060900002 49.864842700850012 60.327272492300004 14.030930991100002 16.465384711100004 117.55283175385001 196.95882362420002 45.169600924000008 42.493282152450007 21.991679690250006 13.276755824150003 157.07313959035005 186.16747084260001 193.46017548480003 71.365121072750014 183.49441567960005 197.63955579655001 22.127107789600004 20.971847224900007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 -3 -4 5 6 7 11 10 -10 -6 -5 -1 14 -14 16 19 20 -19 21 -18 27 -23 24 26 -26 -24 -15 29 -25
right_child=1 2 3 4 8 -7 -8 -9 9 -11 -12 -13 13 15 -16 -17 17 18 -20 -21 -22 22 23 28 25 -27 -28 -29 -30 -31
leaf_value=0.0013583382919898817 0.0011208395112331682 -0.10021986219700252 0.090607982929287637 0.050898837529531164 0.00081569632396536319 -0.078208044042433048 0.088870664920640663 -0.10003724823700666 -0.10017991169276136 0.05900608238484957 0.073476256365049314 -0.027134927108442265 0.0003119044603024143 0.0030708951401993362 -0.0028503715833659224 -0.00024323842616379607 0.00083363518015299929 0.0056841342448836693 -0.00082939848392473607 -0.0022698703316996202 -0.00077657310530796235 -0.034613675025189951 -0.011264521475192271 9.2903017863296049e-05 0.078634407097206052 -0.041917250006314515 -0.090942568202431323 -0.0007857564231793096 0.0018402416137091951 -0.0010495047936758953
leaf_weight=0.51539176365267891 0.50377179075409506 0.0023130792975953876 0.0026724603612464639 0.0019463256499564208 0.0010897190093550335 0.0026620883591021993 0.0020699424858321436 0.0018878365705870537 0.0011264799359027577 0.0013119979537528081 0.0048145746259251609 0.0010493925346850563 0.51113055026325926 0.53684791958864753 0.51556154657109232 14.164980049228445 1.5314574525546065 0.54635607494856209 0.51526288313582747 0.52405644397728579 1.0184472526948409 0.0061969481466722645 0.0020322091269286049 18.347323947298843 0.0019585056961862555 0.0013667440860899438 0.0030316546152846513 0.50115295930299908 0.5230549261214027 2.0454345276046935
leaf_count=41 16 13 14 147 110 24 4 31 11 33 13 126 29 191 47 463 41 49 44 82 25 8 509 1368 37 367 9 4 28 150
internal_value=6.95136e-07 0.00142712 0.00815196 0.0203024 0.00983987 -0.01482 0.00944758 -0.0242167 0.038262 -0.0145315 0.0600657 0.0235638 -1.72743e-05 -3.44426e-05 -0.00127606 -2.78658e-06 0.000127691 0.000876079 0.00252275 7.52579e-06 0.000190508 6.18531e-05 4.96857e-06 1.52213e-05 -0.0240648 0.0290853 -0.0589665 0.00120888 2.48795e-05 -2.16828e-05
internal_weight=42.3378 0.526716 0.0229439 0.0206308 0.0179584 0.00961559 0.0069535 0.00488355 0.00834277 0.00243848 0.00590429 0.00299572 41.811 41.2957 1.02669 40.269 26.104 3.61152 1.06162 22.4925 2.5499 21.9684 20.9304 20.9242 0.00838911 0.00332525 0.00506386 1.038 20.9158 20.3928
internal_count=4034 542 526 513 499 332 308 304 167 44 123 273 3492 3451 76 3375 2912 159 93 2753 66 2671 2476 2468 922 404 518 195 1546 1518
is_linear=0
shrinkage=0.1


Tree=732
num_leaves=31
num_cat=0
split_feature=5 5 5 5 5 5 5 5 5 5 5 5 8 19 15 2 19 17 9 6 2 9 9 9 9 17 0 2 15 2
split_gain=8.81001e-05 0.000662953 0.00136038 0.00107758 0.000944983 0.00081439 0.00136126 0.000777187 0.000273376 0.000320926 0.000259499 0.000855944 9.58383e-05 0.000106952 0.000211136 0.000182631 9.53724e-05 0.000345098 0.000324832 0.000539548 0.000182215 0.000146159 0.00034764 0.000242886 0.000204586 0.000456975 0.000483246 0.00206133 0.000207852 0.000169126
threshold=25.568932055400001 25.767562150000003 25.921337396950005 29.996566321350006 29.205174763300004 35.712180863700006 36.846689218400009 26.429668882900003 28.685036371700004 27.179953022650004 30.728615921450004 32.00428233840001 8.8430989333000021 14.651182102100002 46.683480308100009 175.11059598075002 14.451165964200003 198.72470891995002 192.31210988165003 16.385382841850003 41.467794892200004 198.96357396150003 198.16621393750003 197.90890142995002 201.61239113610003 192.28474763930004 86.103248543850015 72.043920985000014 44.891409666300007 62.922191810850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 -2 -3 4 7 10 -7 -4 9 -9 -5 -12 13 14 16 -15 20 18 19 -18 -1 22 23 -22 25 26 -23 -28 29 -26
right_child=1 2 3 5 -6 6 -8 8 -10 -11 11 -13 -14 15 -16 -17 17 -19 -20 -21 21 24 -24 -25 28 -27 27 -29 -30 -31
leaf_value=-0.02158321643700432 0.00059041362419526896 0.088836037896969824 -0.070715981582570586 0.088785741324252751 -0.10003937851982166 -0.10016275277339509 0.05502533085351452 -0.0076873055768010793 -0.03200126253436103 0.041789458588739919 -0.017979444377019482 0.078518270150259598 -0.0013399672893121923 -0.00032937648959098932 -0.0020336675169163767 0.0023279009978846299 -0.00071791539834716598 0.0027798114591363167 -0.00040203211518790194 0.0038034847133936313 -0.00029254382703447051 0.00032853527740889861 -0.0028105661347168922 0.0019325009450665135 0.0011861122148480821 -0.00016052203223921579 -3.177140746467837e-05 0.0075575454998050608 -0.0021083224681434864 -0.00015887820416264848
leaf_weight=0.0039310726249074382 0.50548906975182051 0.0024639988245454469 0.0013661026850204667 0.0017349698820255388 0.0011240234409741765 0.0010194468777475763 0.0012685893947548266 0.0022166394761752913 0.0011551735013570763 0.0032087934306787025 0.001470545444792748 0.0024517017642833872 0.53931428674961424 0.51479810889344324 0.51608927380035297 0.51979979386669584 0.50879778476519522 0.54950731794838237 3.1047825610506514 0.54839354442083277 12.622114272484607 2.0124441921943821 0.53329304815793044 0.51043734141518449 1.0159872446420184 4.5231646760975366 1.0040089863136072 0.55611423021742457 0.51106379786506373 11.71654343043015
leaf_count=11 29 14 41 44 50 11 33 102 40 99 35 44 139 21 66 21 20 107 76 73 1682 13 36 9 42 80 8 55 10 1023
internal_value=6.2846e-07 0.00128802 0.0193904 0.00933435 -0.0142177 0.0362227 -0.0141196 -0.00207867 0.0121701 0.021575 0.0565834 0.0423389 -1.55359e-05 1.77114e-06 -2.40423e-05 0.00100569 2.06872e-06 0.00042446 0.000113482 0.00162746 -5.47762e-05 -5.23586e-05 -0.000307698 -0.000206061 0.000111163 0.000507187 0.00135256 0.00267348 -0.000130925 -5.15552e-05
internal_weight=42.3356 0.524969 0.01948 0.017016 0.00907073 0.00794525 0.00228804 0.00794671 0.00658061 0.00542543 0.00565722 0.00392225 41.8106 41.2713 40.2367 1.0346 39.7206 4.71148 4.16197 1.05719 35.0091 35.0052 13.6658 13.1326 21.3393 8.09573 3.57257 1.56012 13.2436 12.7325
internal_count=4034 542 513 499 332 167 44 282 241 201 123 79 3492 3353 3311 42 3245 276 169 93 2969 2958 1727 1691 1231 156 76 63 1075 1065
is_linear=0
shrinkage=0.1


Tree=733
num_leaves=31
num_cat=0
split_feature=15 17 17 5 19 3 6 3 13 16 18 15 10 0 16 16 10 18 10 15 9 18 2 13 15 17 7 17 18 15
split_gain=8.89951e-05 0.000699027 0.00154447 0.000449115 0.000440863 0.0136881 0.0033247 0.00748895 0.00144037 0.000230939 0.000203151 0.000183032 0.000175458 0.000581927 0.000245309 0.00475593 0.0116 0.00816952 0.00915821 0.00983018 0.00401606 0.00256236 0.00248614 0.00224557 0.000445771 0.0018804 0.00233766 0.0019208 0.000147849 0.00149784
threshold=24.006097767650004 164.98791775435004 169.36423207050004 23.928204628200003 12.651020723000002 82.69159517635002 13.755321390900002 81.105404879350019 97.330249696650014 15.404963976500001 11.862896247150001 22.351147806600004 75.408562100950022 97.991610396700011 18.664956353200004 16.344961778400002 71.658163008950012 14.738651916450001 71.015621515800021 29.329759478700002 196.64273721640004 13.552878921100001 135.72285180265001 109.4229343674 27.063546193350003 177.64087306825002 20.873561687950005 179.56144807225004 15.981927061500002 20.729785921300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 10 -2 9 6 7 8 -6 11 -3 28 14 -14 15 -4 17 18 19 20 21 -17 -19 -24 -16 26 -26 -27 -1 -30
right_child=1 2 12 -5 5 -7 -8 -9 -10 -11 -12 -13 13 -15 24 16 -18 22 -20 -21 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=-0.0005787616938443521 0.091496435475748789 -0.042455275760990008 0.00014397885443957116 0.0062553707756589144 0.021576223731704768 0.00077833641261864923 -0.10076249502313173 0.068110900938600033 -0.10016685417523491 0.0012582433607085948 -0.10019840350336923 -0.0021864543593293766 0.0038457766480064488 -3.0308525932237412e-05 0.0029531415689113788 0.089245365433587825 -0.1001298036669665 0.10021428335126606 -0.10016969497370604 -0.075077888044734253 0.096841850012303152 -0.10016329910934814 -0.10002732942677076 0.077173327586193066 0.03959544273551388 0.075256441734722887 -0.088260237471743316 1.1068368431242595e-05 0.0246950629321342 0.00023376761938334524
leaf_weight=2.5149391629202928 0.0013679560031220053 0.0010001992408737994 1.0042183405098684 0.0011276000782691753 0.0011015060603406521 0.50602352167675302 0.01563960914359086 0.0047718208008973315 0.0082541934236060044 1.0256063200845398 0.0015589030177975971 0.51315638906723782 0.52059721621656163 1.5130829507571404 0.52196340316061096 0.0011045531280994289 0.01653439120516742 0.0082366164861014113 0.011208258337087607 0.0080521486957292332 0.0098654611134634251 0.0020212003094752795 0.0013760344745001882 0.0014890163067775575 0.0020011032023167221 0.0033928643853035059 0.0050108213554267422 33.081682530864427 0.025673702924016939 1.0025399682687459
leaf_count=443 11 34 16 73 45 168 19 21 93 152 62 45 54 128 38 68 87 4 110 18 14 22 68 8 44 20 26 1304 808 31
internal_value=6.35306e-07 5.73482e-05 5.37509e-05 0.0529808 -0.000370036 -0.00309831 -0.068999 -0.0338359 -0.0858333 -8.23914e-05 -0.0776301 -0.00042136 5.91661e-05 0.000961922 6.22448e-06 -0.00148862 -0.0288647 -0.00168505 -0.0271537 0.0117366 0.0655455 -0.0332316 0.0723043 -0.00793309 5.35462e-05 7.81073e-06 -0.0517721 1.87848e-05 -0.000165721 0.000844547
internal_weight=42.3346 36.7169 36.7144 0.00249556 5.61771 0.535791 0.0297671 0.0141275 0.0093557 5.08192 0.0025591 4.05631 36.7118 2.03368 34.6782 1.06411 0.0598877 0.0433533 0.0322516 0.0210434 0.0129912 0.00312575 0.0111017 0.00286505 33.6141 33.0921 0.00701192 33.0851 3.54315 1.02821
internal_count=4034 2209 2125 84 1825 346 178 159 138 1479 96 1327 2029 182 1847 415 399 312 232 122 104 90 80 76 1432 1394 70 1324 1282 839
is_linear=0
shrinkage=0.1


Tree=734
num_leaves=31
num_cat=0
split_feature=17 17 16 0 8 3 3 6 19 9 15 2 2 2 17 13 16 10 12 15 15 4 5 14 9 5 3 16 13 0
split_gain=7.59639e-05 0.000617363 0.000192437 0.000139057 0.000126303 0.000125151 0.000194499 0.000121422 9.72763e-05 0.00106225 0.0171192 0.00785788 0.00757651 0.000942367 0.00169931 0.000510381 0.000470987 0.00225027 0.0087224 0.0123206 0.0031036 0.00134873 0.000286044 0.00135865 0.00214427 0.00024173 0.000155571 0.000118463 0.000156431 0.000803111
threshold=183.35201426355002 182.50770257345002 22.724946859200003 85.732241321850012 8.543332867800002 93.794927255050013 93.72771580185001 16.575387281250006 12.751028791950002 203.36975145060003 22.151858238250004 123.74733359145002 168.84984911130002 53.810443956900009 184.16216363550004 101.53768667075001 18.664956353200004 74.739136026450012 131.28785145870003 28.626568391100005 28.343014915050002 275.07290644050005 16.351273197450002 143.06733454090002 179.18874144770004 13.716117217950002 77.489428693900024 18.754956142750004 112.64908412395 96.163458868000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 -1 6 8 -2 9 10 -5 -12 -13 -10 -15 26 17 18 -16 20 -20 -21 -18 -24 -25 -19 -11 -26 29 -29
right_child=2 -3 -4 5 -6 -7 -8 -9 13 15 11 12 -14 14 16 -17 22 25 19 21 -22 -23 23 24 27 -27 -28 28 -30 -31
leaf_value=-0.00024782059591726307 -0.0021919655576389425 -0.0036103624609489203 0.0018568118755731508 -7.7884102499577675e-05 0.00098543888444329545 0.001147138713657584 -0.0018827996641148693 -1.5972185920225666e-05 -0.059535982017183464 -5.946851574678366e-05 0.10019174467356849 -0.10017116807710916 0.076268965611853437 -0.10012651485900528 -0.10018855626651853 -0.0030416755377983325 0.0024271270010922438 0.0003671738459332792 0.011312037755208103 -0.10013240236839033 0.10017833195997657 -0.0019894241729849441 0.1000158816066257 -0.092372826674519334 0.0015461032112825859 -0.0027085808630342885 0.0019544055399278461 -0.0039316061202857465 0.00014538762394273021 -5.115648887826244e-05
leaf_weight=4.3862291529257229 0.52174823550792893 0.52361397161218981 0.58275339668023107 0.51469147307277197 1.0243791892835297 1.025321206629157 0.52568715239158237 0.50430014074514962 0.00265833058165199 1.5133073183438548 0.026004863995012777 0.0045066698209339506 0.0052910920456188462 0.001694711279784821 0.011150053668876114 0.52719698390086467 0.5132520759491993 0.50601383619284102 0.0071624841977051537 0.0080063057580730401 0.0087080092926044017 0.001697057878832676 0.0013593852054353253 0.0025105719832961828 0.5186687712966912 0.51617455419240343 0.5138292523927247 0.59062502957692942 21.935221281587872 5.4998259722069633
leaf_count=1115 169 60 86 508 102 27 30 19 13 194 7 22 65 28 87 77 31 171 40 36 4 85 3 8 43 103 30 198 644 29
internal_value=1.24425e-07 -0.000331631 5.42257e-05 2.48885e-05 -1.43302e-05 5.87363e-05 2.56759e-05 -0.00112247 5.58678e-05 0.000588815 0.00457315 0.0714356 -0.00488808 9.39164e-07 6.19341e-06 -0.000269865 1.18273e-05 -0.00205976 -0.0263806 0.00579926 0.0600722 -0.0829678 8.73097e-05 4.52435e-05 4.04829e-05 -0.00118599 0.000450999 4.8611e-05 2.0897e-05 -0.000427465
internal_weight=42.3236 5.93422 36.3894 35.8066 5.41061 34.7806 33.7552 1.02605 33.2296 3.10483 0.550494 0.0358026 0.00979776 30.1247 30.1221 2.55433 30.1204 1.05891 0.0367239 0.0255739 0.0158705 0.00970336 29.0615 28.5482 28.5469 1.02219 2.02714 28.5443 28.0257 6.09045
internal_count=4034 1277 2757 2671 1217 2483 2456 188 2426 903 602 94 87 1523 1510 301 1482 526 252 165 44 121 956 925 922 274 224 914 871 227
is_linear=0
shrinkage=0.1


Tree=735
num_leaves=31
num_cat=0
split_feature=2 15 17 7 15 16 3 2 12 18 15 15 2 18 8 4 7 12 12 7 18 18 18 7 0 3 3 9 15 6
split_gain=0.000112498 0.000134509 0.00193617 0.00154176 0.000372684 0.000331356 0.000399356 0.000326482 0.000133808 0.000354626 0.000759553 0.000186163 0.000174857 0.000278244 0.000185992 0.000354334 0.000237013 0.000162144 0.000359561 0.000138022 0.0005408 0.000565437 0.000653879 0.000225456 0.000184767 0.000464163 0.000383267 0.000179639 0.000176348 0.000117436
threshold=49.864842700850012 22.151858238250004 170.32046494050002 22.721067571950005 26.912781836550003 15.344964116800002 82.69159517635002 53.810443956900009 107.96682590455002 14.766576839600001 27.063546193350003 24.006097767650004 74.580378076100018 14.420596409350003 8.3434888241000014 158.33173836080002 23.756021375100005 115.02544258150002 108.57174425965 23.109894804950002 13.314799198000001 13.24088655595 13.142272494650003 23.150522195450005 85.764502819450016 94.098723023850013 93.620177476600006 192.39832633775004 42.841315546000011 16.485385178400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 -7 -4 9 12 -11 -10 14 -14 15 -9 -16 18 -13 20 21 22 24 -21 25 -19 -26 -25 -27 -29
right_child=1 2 7 -5 -6 6 -8 8 11 10 -12 17 13 -15 16 -17 -18 19 -20 23 -22 -23 -24 27 26 28 -28 29 -30 -31
leaf_value=0.0014675412029869766 5.2047492191814406e-06 -0.046833442093794399 -0.043702056780710936 0.099806322653327034 0.031423850642834171 -0.0040722933458002984 -0.00011264673964300951 2.6482816232578358e-05 -0.0019020642270462474 0.0047437724020360852 -0.00065690872467890531 8.3251053764813354e-05 0.0028254870684754703 -0.00044204801895308705 0.0022167560587674803 -0.0031867079344522851 -0.00024327689227892762 0.003243922581290885 -0.0031556095068133051 0.0021786190453523422 -0.0034240190908216743 0.0030080737278687149 -0.0037470729313181191 -0.0017459402610298332 0.00068653837269841173 -0.0016448154788569391 -0.0020424244418815285 0.00028119957031940329 0.0006357919363824151 -0.0001951846517609507
leaf_weight=0.51616396707739554 2.5412116482074891 0.00109978315673842 0.0017071839520060852 0.0034905670009131029 0.0013623965036408947 0.51901414436633475 0.50017758083291119 1.0118755202366849 0.53269680797377006 0.54098993775880877 0.50210705928748212 1.0025887263054745 0.53747057174581392 0.50590897516212863 0.52892600038467241 0.51933431964738463 1.5089329403908776 0.51863749496921929 0.52080852914917475 0.52784652441501378 0.53987066426234065 0.52632790857762923 0.53237536541312458 0.52172954085010204 1.0297868806628687 0.55396290899887457 1.028784761436327 16.28251315163148 0.87396958133226732 7.5854016766824364
leaf_count=45 1335 178 11 11 62 88 123 44 169 35 30 12 61 15 48 43 34 29 75 26 109 39 49 114 36 134 32 843 45 159
internal_value=2.61399e-07 -1.78568e-05 3.68788e-05 0.0570637 -0.00353138 -0.000605745 -0.00212906 2.80003e-05 2.99529e-05 0.000478949 0.00214409 -4.79945e-05 0.00010238 0.00124114 -0.000230525 -0.00106332 0.000395224 -1.71732e-05 -0.00102403 3.30818e-05 -0.000415341 -9.45778e-05 -0.000454469 0.000133928 -1.68061e-05 0.000681669 -0.000677279 8.96763e-05 -0.000248964 0.000129801
internal_weight=42.3171 41.8009 38.2405 0.00595275 0.00246218 3.5604 1.01919 38.2346 38.2328 5.65555 1.0431 32.5773 4.61245 1.04338 3.56907 1.53121 2.03786 32.0446 1.5234 30.5212 5.60372 5.06384 4.53752 24.9175 4.00514 1.94657 2.05857 24.3896 1.42793 23.8679
internal_count=4034 3989 2443 251 240 1546 211 2192 2181 310 65 1871 245 76 169 87 82 1702 87 1615 473 364 325 1142 276 208 68 1116 179 1002
is_linear=0
shrinkage=0.1


Tree=736
num_leaves=31
num_cat=0
split_feature=2 12 9 8 8 3 13 10 6 10 12 17 18 13 2 16 15 15 5 6 15 15 18 6 18 13 6 3 14 7
split_gain=9.12063e-05 0.000139981 0.000294996 8.12599e-05 9.77942e-05 0.000153423 0.000103234 0.00016631 0.000366032 0.000614622 0.000278197 0.000441895 0.000230032 0.000175696 0.00111631 0.000538678 0.00125131 0.000147116 0.000398781 0.000144863 0.000118464 0.000118591 0.00012236 0.0004613 0.000108447 0.000341932 0.000179305 0.000274022 0.000175969 0.000139684
threshold=49.864842700850012 82.696898122450008 212.35746315350005 8.8430989333000021 8.7431769115000026 93.765354215650021 117.74908919740001 61.987779113750001 16.465384711100004 61.950140699950005 198.57093999515004 202.84545261905001 12.933745112000002 117.55283175385001 59.023942917950002 22.604947139800004 45.560261772200008 42.246988155050012 24.218679034200004 16.535386346650004 41.195083317300011 39.883592142850006 13.276755824150003 16.555386813950005 13.531614672700002 117.48293184245001 16.565387047600002 93.090551224900011 156.61564208075004 23.514778597300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 7 8 10 19 12 -12 -3 14 -9 -15 -17 20 -19 -10 21 22 23 -16 25 -24 27 28 -26 -30
right_child=1 3 -4 -5 5 -7 -8 13 9 -11 11 -13 -14 15 17 16 -18 18 -20 -21 -22 -23 24 -25 26 -27 -28 -29 29 -31
leaf_value=0.0013221310744266773 -0.0028436003439325282 0.00082277911884864668 0.00055476273862952092 -0.0012029008966463607 0.001564320358165742 -0.0001717301064892356 0.0010545106728648941 -0.10007053249400288 -0.00020870748526638982 -0.0043371121572296058 0.0036576194985343405 -0.00048031428076029991 -0.0021844776204205988 2.8015736038603403e-05 0.0032248259083048018 0.0058105294254655543 -0.0010247008478816422 -0.0030943531558333261 0.00080228718550866491 -0.002021219594072875 0.00086548018121196304 -0.001546756788761859 -0.0029600436238868435 -0.00041224972873343075 0.02406193536805408 -4.7903265109197492e-07 0.0018420298124184799 -0.0023396619996552412 -0.001131683423853455 6.6862569836148439e-05
leaf_weight=0.51566637531451576 0.51926784933457149 0.50411784042968244 0.50273221004128299 0.54233622123785963 1.0279518629176885 1.0084558309433331 0.89534875255365065 0.0011156486434654713 2.0203236128643507 0.53188176915801211 0.52802207783277644 0.50481293222588874 0.51340431670814723 3.5362694092376761 0.53398920693484186 0.56747184379128146 0.50722232754340124 0.54000413187125607 0.51132158954047879 0.56407241501290339 1.5154328463338362 0.51506613383037247 0.52734426045815319 1.0051049409258623 0.003041029820461171 1.5030162124894559 0.51343386753590081 0.50967069106740837 1.0253528622869215 18.823147705573103
leaf_count=45 75 26 11 166 35 25 120 4 59 91 42 20 17 59 173 67 47 76 54 262 22 51 68 23 3 7 20 23 315 2028
internal_value=3.31222e-07 -1.59749e-05 -0.00117191 1.29953e-05 2.9384e-05 0.000704605 -6.61142e-06 -3.20794e-05 -0.000558683 -0.00124142 0.000478986 0.00163514 -0.000694572 5.25794e-05 -4.31152e-05 0.000623868 0.00258451 -3.9061e-05 -0.00119919 -0.000604308 7.00848e-06 -4.51149e-05 -1.34735e-05 0.000849635 -7.14698e-05 -0.000769165 -3.60889e-06 -5.0149e-05 8.63219e-06 4.94693e-06
internal_weight=42.3164 41.8007 1.022 40.7787 40.2364 2.03641 38.2 37.3046 5.16663 3.11628 2.05036 1.03284 1.01752 32.138 27.527 4.61096 1.07469 27.5259 1.05133 2.5844 26.4746 24.9592 24.4441 1.53909 22.905 2.03036 20.8746 20.3612 19.8515 19.8485
internal_count=4034 3989 86 3903 3737 60 3677 3557 517 412 105 62 43 3040 2867 173 114 2863 130 321 2733 2711 2660 196 2464 75 2389 2369 2346 2343
is_linear=0
shrinkage=0.1


Tree=737
num_leaves=31
num_cat=0
split_feature=5 15 14 16 5 9 6 5 6 12 16 12 18 4 2 18 0 15 2 10 2 2 9 4 14 17 4 9 2 2
split_gain=9.02166e-05 0.000687136 0.000329696 0.000797812 0.0192263 0.000422374 0.000142961 0.000423142 0.000218921 0.00066309 0.000577546 0.00531256 0.0048993 0.00569693 0.0046633 0.00678369 0.00775795 0.00580508 0.00428816 0.00198918 0.000283358 0.00021912 0.000472261 0.000276624 0.000361615 0.000402507 0.000329038 0.000229905 0.000311816 0.000193428
threshold=23.545618314050007 42.713473568600008 305.57537992420004 22.644947046300004 24.107645372150007 200.84017322135003 16.465384711100004 22.649179082500002 14.745344522600002 63.174563425750001 20.844951255400005 103.54784004735002 14.656441317600001 202.99973138610002 109.60702220095001 14.382403557200002 90.633300493650012 31.385732506450001 122.61368745920002 69.873026810350026 172.77856529855003 189.95856246190002 195.10791980860003 264.30477453730003 257.84824695270004 195.42788627465004 244.52697497700004 190.49354742400001 95.420340682600013 176.84505046235003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -5 7 8 -1 -10 11 -11 14 -14 17 16 -16 -13 -15 -20 -21 23 -23 24 25 26 27 -12 -29 -8
right_child=2 -3 -4 5 -6 -7 29 -9 9 10 21 12 13 18 15 -17 -18 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00013304341018244336 -0.1004288434065171 0.0036064500426998152 0.00045406326745225657 0.00036936272434481767 -0.00084213013776953608 -0.0028692260471532768 -0.00016558052937091854 0.0029323124521637373 -0.052267733012867856 -0.00072770654067306063 -3.1350252919154016e-06 0.099726600130737031 -0.10010737595324182 0.051564926209669418 0.034172934286517312 0.059070844214643516 -0.07044666194218549 0.016619400874201669 0.0065517227812001205 -0.10015298523517152 -0.051158541854235941 6.1118394325528522e-05 0.0037607833189765441 -0.0022285452618697032 0.0027107149207369887 -0.0026680855767620033 -0.0013427158840505242 0.00058814283693941159 0.0035829692574071131 -0.0015980495792334061
leaf_weight=17.215211536815204 0.020145105046237011 0.53734719110678852 2.5471287503879489 1.8857823998916647 0.51458701249322325 0.512050296034399 9.1812145690562854 0.52734469195202294 0.0023814959567997054 0.54155171898725052 2.0235836242245573 0.019406016398861886 0.0059180360494792686 0.011769825519877486 0.014746790884759248 0.020787593325167109 0.013647578054170273 0.014826203261691262 0.0051710036495933309 0.0031437792185897706 0.0018901507100366199 1.0019497323955873 0.52624866159567307 0.51194289502745949 0.52036999311530951 0.52901089159058745 1.0155307647073639 1.0109622255858992 0.52988205124347576 1.0505002433757784
leaf_count=2171 45 66 232 54 475 53 213 53 4 49 71 21 17 17 24 26 18 37 16 8 45 8 66 14 11 28 11 26 84 71
internal_value=3.42813e-07 5.66587e-05 -0.000378231 -0.00110113 -0.00459389 -0.000322229 4.10982e-06 0.000128443 7.05493e-05 0.000491571 0.000506669 0.00336192 0.0232595 -0.0130215 0.0353915 0.0156654 -0.0161118 0.0637323 0.0104316 -0.0370093 -0.0817564 0.000263618 0.00133513 -3.01753e-06 0.000199376 -5.64142e-05 0.000245249 0.000697671 0.00161804 -0.000312654
internal_weight=42.316 36.8363 5.47969 2.93256 0.534732 2.39783 36.299 26.0673 25.5399 8.32472 8.32234 0.652859 0.111307 0.0278928 0.0834142 0.049182 0.0283944 0.0342322 0.0219748 0.0102049 0.00503393 7.66948 1.5282 6.14128 5.62934 5.10897 4.57996 3.56443 1.54084 10.2317
internal_count=4034 3175 859 627 520 107 3109 2825 2772 601 597 278 229 103 126 68 42 58 86 69 53 319 74 245 231 220 192 181 110 284
is_linear=0
shrinkage=0.1


Tree=738
num_leaves=31
num_cat=0
split_feature=2 17 2 17 16 15 4 14 12 13 3 17 4 18 19 2 18 15 9 5 17 7 9 17 8 2 16 9 7 17
split_gain=7.87148e-05 0.000127424 0.00117177 0.000674994 0.000228872 0.00108245 0.00339397 0.000746148 0.000589108 0.000160712 0.000145155 0.000456441 0.000177468 0.000664202 0.000253866 0.00025324 0.000158756 0.000933984 0.00135663 0.000975449 0.0010161 0.000316892 0.00154599 0.000151357 0.000113053 0.000451536 0.000160387 0.0001711 0.000673899 0.000167044
threshold=49.864842700850012 183.35201426355002 53.810443956900009 182.20563699335005 22.724946859200003 18.946678378300003 234.39952089600004 143.06733454090002 206.61091615435004 102.43025477010001 93.910530954700008 183.58889821140002 178.59129095495004 14.708525021850003 13.551093343600002 78.595990734650016 13.059010054600002 20.123524217100002 206.75106037490002 12.035423697300002 239.21206428850002 22.792619241600004 184.85936449530001 189.43751236195004 8.7431769115000026 199.66651340635002 22.664946999500003 207.69346988305003 25.350214218950004 195.42788627465004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 6 9 -7 -8 -4 11 -9 13 14 -13 -14 -17 18 -18 20 -19 -21 -23 -16 26 -26 27 29 -29 -24
right_child=1 2 4 -5 -6 7 8 10 -10 -11 -12 12 15 -15 23 16 17 19 -20 21 -22 22 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0012287579267167639 -0.00010154584277146576 -0.10004469975365347 0.059794944747587869 -0.0038724054845811818 0.0020218796524217905 0.07242220188696219 -0.092219542253624401 -0.023969343977807551 0.00033100863258973611 0.096703715374606786 -0.0016467117432183512 -0.0018906238201278286 0.035492181704648428 0.0038948643497361229 0.00019861470992330109 0.001656481805277623 0.023574880106055109 -0.024201785991360206 -0.090328474839682316 -0.0025070413578803605 0.087519800902769312 -0.073857807348619978 0.00032683108988849934 0.0019774280442966009 0.0030277796592317005 -0.0011506384397160418 -0.0017766905863996598 -0.0038943082661686045 -0.00015864989891207695 -0.00021687696775569781
leaf_weight=0.51520021076240752 4.8959061786578379 0.0011694619015959465 0.0017902518718148405 0.52566792183021949 0.58256905689074656 0.0014231482054743996 0.0015898660600043302 0.0079183218247170783 0.0012121051477352544 0.003459504310740158 0.51954655039199948 0.51652227273780127 0.0020051067112970547 0.54596411096927955 3.0168599441929591 0.537274273519876 0.0017087075877694194 0.0012061984531851469 0.002694703717647684 0.52738089274044142 0.0025041102593945652 0.0028364217644413206 12.712050780990806 0.56848073173932778 0.53280684479977825 0.50257126404903829 0.53659019297629029 0.54052869138365434 4.5296636133114747 10.172450056280153
leaf_count=45 1167 9 51 72 84 5 205 30 338 7 143 33 5 85 44 38 36 193 16 53 19 21 354 108 44 22 48 91 284 384
internal_value=2.44643e-07 -1.48993e-05 5.25132e-05 -0.000467163 5.57317e-05 2.3727e-05 0.0366852 1.54771e-05 -0.0521831 0.0841172 1.25971e-05 3.70466e-05 4.24389e-05 0.000618188 0.000182057 -4.49993e-05 -4.73277e-05 -7.77755e-05 -0.0461292 -7.10297e-05 0.0511998 -7.73587e-05 -3.39659e-05 0.000480658 -2.68741e-05 0.000999581 -6.41757e-05 -3.1304e-05 -0.000556905 8.5146e-05
internal_weight=42.3096 41.7944 36.3728 5.42157 36.3716 35.789 0.00805173 35.781 0.00280197 0.00524976 35.7796 35.26 35.2521 4.64783 4.10186 30.6043 30.6023 30.065 0.00440341 30.0606 0.00371031 30.0569 29.5295 3.58534 29.5267 1.03538 28.4913 27.9547 5.07019 22.8845
internal_count=4034 3989 2750 1239 2741 2657 601 2056 543 58 2051 1908 1878 270 185 1608 1603 1565 52 1513 212 1301 1248 152 1227 66 1161 1113 375 738
is_linear=0
shrinkage=0.1


Tree=739
num_leaves=31
num_cat=0
split_feature=6 6 15 10 17 6 13 13 16 5 17 15 2 9 7 7 2 17 0 7 16 6 3 9 17 2 14 15 3 9
split_gain=8.60068e-05 0.000267649 0.000892504 0.000398677 0.00027255 0.000186843 0.00148654 0.00663385 0.0169616 0.00853755 0.00707945 0.0126602 0.00685624 0.00545932 0.00389082 0.0041087 0.00192477 0.000293767 0.000476503 0.000676569 0.000242972 0.00021943 0.000249289 0.000127517 0.000674119 0.000223064 0.000811287 0.000370205 0.000819877 0.000273146
threshold=16.465384711100004 16.405383309150004 42.246988155050012 61.93938686740001 189.31157886915003 14.815346158200002 114.07934384930002 112.64908412395 19.974953289850003 18.066672237450003 196.31479727660005 29.329759478700002 110.52061241095002 204.27826083785001 24.024273989350004 23.445318439400001 106.79778736115001 193.70011821090003 86.756543869550015 24.112074426950006 18.634956423400002 16.305380972600002 93.458869988800004 190.49354742400001 187.61467154115005 217.08409765600001 279.80989663500003 41.492094664050008 94.340684255550016 197.90890142995002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 -1 7 8 9 -7 11 14 -12 16 15 20 -9 21 -19 -20 -11 -8 -23 24 -2 26 27 29 -29 -25
right_child=23 3 -4 4 -6 6 17 13 -10 10 12 -13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-9.5593887752566613e-05 -0.00033442043722361304 0.0033083113886498549 -0.0040852413104998783 0.0019086486517129382 0.00010576115112751173 0.067484526629727676 -0.0015311680300638859 0.045166810903626252 -0.10011211100859384 0.037313975049218254 -0.038730474095576797 -0.089661752047391713 0.078414464466598346 0.083036342236138441 0.10004599120059926 -0.10025379817980917 -0.0057111693034634162 -0.0012036457715377854 0.0050181200020996651 -5.8357850666341909e-05 0.10001109583174486 0.0021007889203996941 -0.001021797814656089 -0.0019828960103807323 0.0035746787491746745 0.00059386436402759316 -0.0032094492822737964 0.0042229133224385316 -0.0012402855132411222 -0.00023602717854002617
leaf_weight=17.73816964938834 2.3902992226167536 0.52999418048107738 0.53763784867572439 1.0281019676801095 4.5470491203429253 0.021586050564112169 1.0234029494983337 0.012333029936099305 0.015619891901224037 0.0010411002671263242 0.0078169272383092903 0.018610710620123427 0.013845614312990986 0.018565848531579832 0.0059574915940174833 0.0028301811080382322 0.018725059003443789 0.50283878562913731 0.53770326202356933 0.51301640688870975 0.0015213119622785598 0.51150218406110048 0.51116351808793437 1.0507492416901945 0.54099091554808065 2.0361233047565266 1.0288258389188953 0.54668616685890448 0.55213045718301146 6.0428276587714258
leaf_count=2249 475 32 127 33 153 39 31 25 48 51 16 28 36 25 8 3 26 9 28 55 5 19 25 50 69 105 37 46 20 161
internal_value=2.57092e-07 0.000101538 -6.09355e-05 0.000687383 0.000438228 3.98093e-05 0.000682333 0.0108505 -0.00551011 0.0146741 -0.00740834 -0.038897 0.0361427 0.0401367 0.0443417 -0.0171978 0.0144923 0.000291233 0.00132797 0.00253952 0.0745374 -0.000495951 0.000540013 -0.000200461 0.000387032 -0.000353438 -0.00056261 -0.000230212 0.00147778 -0.000494785
internal_weight=42.3077 28.119 22.0139 6.10515 5.57515 21.4762 3.73808 0.138453 0.0888293 0.0732094 0.0516233 0.0299608 0.0216625 0.0496239 0.0113501 0.00539259 0.0310581 3.59963 1.55356 1.05072 0.00256241 2.04607 1.02267 14.1886 2.93129 11.2573 9.22122 8.19239 1.09882 7.09358
internal_count=4034 3071 2853 218 186 2726 477 310 234 186 147 95 52 76 67 59 51 167 92 83 56 75 44 963 544 419 314 277 66 211
is_linear=0
shrinkage=0.1


Tree=740
num_leaves=31
num_cat=0
split_feature=8 19 4 5 18 5 18 9 0 2 6 10 15 17 15 6 15 15 15 15 13 7 7 2 10 13 13 18 6 6
split_gain=0.000124172 0.00013905 0.000148396 0.000115869 0.000456731 0.000161737 0.000837455 0.00149653 0.000172732 0.000148059 0.000212621 0.00015932 0.000122228 0.000489109 0.000187514 0.000449824 0.000174913 0.00010634 0.000170305 0.000169302 0.00069278 0.0012549 0.00165911 0.00120662 0.000650168 0.000549123 0.000702074 0.000112957 0.000122337 0.000200972
threshold=8.8430989333000021 14.651182102100002 264.30477453730003 23.730745871350006 13.405476405600002 22.649179082500002 13.204532713600001 205.22231928645002 85.764502819450016 197.87172150825003 16.445384243750002 61.998532946250002 39.883592142850006 191.58460912770002 38.884669609800007 16.465384711100004 38.483556206400003 37.870720399650004 37.606388722050006 37.491361913600009 98.050756475600011 22.061824394000002 20.861906850000004 134.33885108415004 67.300172379550006 95.862351557400004 96.526400715600019 12.920478434700001 16.455384477450004 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 5 9 12 8 -8 -7 -5 -11 -12 14 -14 16 -16 17 18 19 20 23 22 -22 -1 -24 -25 -27 -23 29 -29
right_child=-2 2 -4 4 -6 6 7 -9 -10 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 21 27 24 25 -26 26 -28 28 -30 -31
leaf_value=-0.10004149706573134 -0.0014967442567124204 -3.9017358646790478e-05 0.0023547250567379358 -0.001616388874240501 -0.0032351305992241726 0.00016729650586610941 0.0065814052212409884 0.00015270315656673323 -0.0014428222087949857 0.0020617564616013935 -0.0017596434234588062 0.00029176073576454533 1.6449570082476547e-05 -0.0033725158311897173 0.0033752569382442584 -0.00077445600647543344 -0.0018640127399706661 0.0010073990908572572 -0.0018312359192868206 0.001807626025947074 0.042379075316039364 0.001454835706381871 -0.10006135804732373 -0.050103340301832215 -0.0079473704739685628 0.078747962106917133 -0.032571569498313808 -6.5534545324612032e-05 -0.00048281359483846002 0.0008013828629751705
leaf_weight=0.001897128723213654 0.54690359719310677 0.51532057135074072 0.52062955565634184 0.51841371480362752 0.53908703915555234 1.9189292377745766 0.56592934175499721 1.0054246638952804 1.0206767093441156 0.51053971254381458 0.50542960313546137 1.5085937814606944 2.0210669604457521 0.53955538859995211 0.53207851811714479 0.51314451821963303 0.50831437935319002 1.0252649093849608 0.51498954611906711 0.51089000944193586 0.0015449474954743079 0.51437667816936894 0.0032773215625889751 0.0014585167801455788 0.0010000823260257578 0.0012531292586621598 0.0010340627706820552 17.724764680343 5.0599991994677955 3.1492406953971424
leaf_count=305 201 23 23 437 135 45 69 30 23 21 86 28 32 93 47 10 19 37 14 11 27 18 71 756 39 34 68 884 103 345
internal_value=2.88962e-07 1.98974e-05 0.00116399 -9.2105e-06 -0.000552361 4.31806e-05 0.000604421 0.00246803 -0.000391762 -7.7088e-05 0.000239004 -0.00022305 -3.442e-05 -0.000697648 2.20677e-05 0.00133799 -2.53293e-05 7.45208e-06 -2.98477e-05 4.54873e-06 -3.02653e-05 -2.27921e-05 -0.0464431 -0.0350653 -0.0785246 -0.00215613 0.0284193 -1.25732e-05 -4.16778e-05 6.52564e-05
internal_weight=42.301 41.7541 1.03595 40.7182 3.58206 37.1361 4.51096 1.57135 2.93961 3.04298 2.52456 2.01402 32.6252 2.56062 30.0645 1.04522 29.0193 28.511 27.4857 26.9707 26.4598 26.4542 0.00582235 0.00564284 0.0042774 0.00374571 0.00228719 26.4484 25.934 20.874
internal_count=4034 3833 46 3787 707 3080 167 99 68 572 135 114 2913 125 2788 57 2731 2712 2675 2661 2650 1487 137 1163 110 858 102 1350 1332 1229
is_linear=0
shrinkage=0.1


Tree=741
num_leaves=31
num_cat=0
split_feature=8 19 4 15 9 9 15 18 7 15 9 10 7 17 18 9 7 6 7 17 17 15 15 15 15 15 15 15 18 15
split_gain=0.000100482 0.000112739 0.000120499 0.000116229 0.000550865 0.000111554 0.000466344 0.000926201 0.000442349 0.000294312 0.000258802 0.000490913 0.000215304 0.000505315 0.00101222 0.000227798 0.00021274 0.000247816 0.000207803 0.000207495 0.000211809 0.00337265 0.00712286 0.00129097 0.000357432 0.00100953 0.000751064 0.000415221 0.000182099 0.000169098
threshold=8.8430989333000021 14.651182102100002 264.30477453730003 45.169600924000008 195.41812862360004 195.94564826430005 41.800301886400014 13.405476405600002 23.109894804950002 43.890399822900008 197.55459634620004 62.036171360100006 23.150522195450005 188.10488866565001 13.303774303900001 190.73543849905005 23.576742473100005 16.465384711100004 23.478650568600006 186.81084395895002 183.49170501290004 43.216642080150002 35.965617804200001 35.517387705950007 33.235275174000002 31.233764884050004 26.912781836550003 27.437241680050004 13.3584252364 25.186533201700005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -7 12 11 -10 13 19 -15 -16 17 -12 28 20 21 22 23 24 25 26 29 -28 -14 -1
right_child=-2 2 -4 4 -6 6 7 -9 10 -11 16 -13 18 14 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-1.3694598817435712e-05 -0.0013458071786477208 -3.5115411389538373e-05 0.0021227417414063977 9.7136123780572028e-05 -0.0034993570328591796 -0.0027897073311834372 4.7107050959483542e-05 0.0051635292045410517 -0.00059577886958032521 -0.0025463362227868894 0.0017144286204949022 0.0037495504793939385 -0.0004899934961909981 0.0052042929525345834 0.0014542771246081687 -0.0015162636983537424 -8.223697166061429e-05 -9.0189525361614956e-05 -0.00027519099011521608 -0.0014570758338386485 0.00051477493905661487 -0.00018725590674312413 -0.10017742672961666 0.10002958748245944 0.028082284324727792 -0.10008754130917022 0.095100835156340768 0.0093571146183464744 -0.0031559854396250061 -0.031649439257217221
leaf_weight=0.0032662444242673727 0.54739133741234169 0.51533367036171174 0.51981999434065074 2.0219710272566567 0.53951514492130037 0.53739087279246334 1.0136995305455236 0.54351557929276406 0.50234680343419558 0.51589065894620567 1.5306584005011274 0.53890256975043371 0.50181867282053649 0.57050704870780866 0.5118386774925292 0.52085478192206836 19.300414129012189 1.5132541902130467 4.549022229329907 1.0623804571577267 3.0371423306349228 0.85742038488388062 0.010503300654818304 0.001374655752442778 0.0030750864791571084 0.0011266323049490276 0.0010774456564845991 0.0011869445584746785 0.52346603233194822 0.0035002435392970099
leaf_count=513 201 23 23 79 112 28 15 61 3 21 24 47 4 119 75 23 1253 18 900 60 84 3 19 3 14 10 16 73 135 75
internal_value=2.57073e-07 1.79046e-05 0.00104849 -8.29602e-06 -0.000660378 3.54799e-05 0.000156079 0.00183289 4.69302e-05 -0.000206948 0.000112115 0.00165316 -0.000107695 0.000279452 0.00182366 -4.39607e-05 4.03018e-05 0.000817279 -0.000565055 -0.000217466 0.000118515 -0.00124517 -0.0373686 0.00779385 -0.00178797 -0.0108309 0.000304166 0.0501558 -0.00185113 -0.0163786
internal_weight=42.2997 41.7523 1.03515 40.7171 2.56149 38.1556 25.4802 1.55722 23.923 12.6755 23.3856 1.04125 12.1596 6.58525 1.6032 1.03269 22.3443 3.04391 5.57431 4.98205 3.91967 0.882531 0.0251106 0.0146073 0.0132326 0.0101575 0.00903088 0.00226439 1.02528 0.00676649
internal_count=4034 3833 46 3787 191 3596 1449 76 1373 2147 1345 50 2126 1087 217 98 1295 42 1039 870 810 726 723 704 701 687 677 89 139 588
is_linear=0
shrinkage=0.1


Tree=742
num_leaves=31
num_cat=0
split_feature=8 16 12 5 5 13 3 2 14 16 3 16 2 4 18 3 18 18 6 6 19 9 8 17 3 18 16 0 12 15
split_gain=8.13116e-05 0.000124137 0.000160265 9.44994e-05 0.000341122 0.00064707 0.001044 0.000447191 0.000245751 0.000636591 0.0163831 0.000238765 0.000457434 0.000117957 0.00011705 0.000466143 0.000630646 0.000336579 0.000208159 0.00029059 0.00017069 0.000449897 0.000857461 0.00043051 9.62057e-05 0.000113599 0.000440891 0.00127594 0.0165612 0.00721509
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 23.545618314050007 22.649179082500002 117.54745483760001 93.620177476600006 173.34516805710004 305.57537992420004 22.644947046300004 93.579850604650019 22.674946976100003 168.06224882620003 328.99639152505006 13.455547561900003 92.598563387050021 12.971888692100002 13.531614672700002 16.565387047600002 16.525386113000007 14.351157895250003 194.56033515110002 8.1436447804000007 186.57794620975002 93.090551224900011 13.946975448150001 20.784951395750003 94.047642319350018 97.388883832800005 34.694997775350011
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 7 -7 -6 9 10 -5 14 -13 -10 15 16 -4 -16 19 24 23 22 -22 -17 25 -19 27 28 -27 -30
right_child=-2 -3 3 8 5 6 -8 -9 13 -11 -12 12 -14 -15 17 20 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.02138591684769247 -0.0012102050687408435 0.0014776656948901964 -0.00021980293087759886 -0.092961659661447038 0.0010538207268940686 0.0061469169079596221 -0.00012295485682977503 -0.0025706566839617112 0.0016769024695504715 -0.00031940201870846928 -0.00067280756780532477 -0.0035803761353855228 0.00062859250678913548 -1.5912986774346367e-05 -0.0025995396208175728 0.00026887973745656557 0.0047082008392981501 0.00037207687698009471 0.0019525876460369162 -0.002444020143835567 -0.00067405249845245148 -0.0001780295140567798 0.0050641606784128726 -0.0021613930771824949 -0.0013826144759260797 -0.10048939390079144 -0.0029809146378243483 -0.00010510060135774857 0.054144213300979571 -0.014696535724548449
leaf_weight=0.0035052614737186563 0.54783015380748779 0.57311006985764734 0.50318260777703538 0.019988433632764924 1.0212595847907247 0.53892740947048856 0.52358579228894087 0.51060821324431893 0.51666280692120325 2.3799980269540075 0.51050234088401092 0.52898557608568697 0.50444673555830377 2.024810677841125 0.52397441500541475 2.5169226583554938 0.53662477786630092 6.0589580444256343 0.51437756342920593 0.50907856308526689 0.50379439069365639 2.5174814218189567 0.5390456689237908 1.0260590075992166 0.51218960294270033 0.011133347108000236 0.52701235622100817 15.224970211925831 0.045368629748607614 0.022914356850719741
leaf_count=12 201 49 20 18 34 30 21 43 51 48 458 35 25 152 27 90 69 202 19 11 16 25 76 25 14 10 92 1975 139 47
internal_value=1.77239e-07 1.60597e-05 -4.28356e-06 -2.46323e-06 5.67235e-05 0.00116097 0.00305725 -0.000154304 -0.000390251 -0.00101763 -0.00415017 -2.9758e-05 -0.00152586 0.000328224 1.84183e-05 0.000345938 0.00232345 -9.29401e-05 -3.68745e-05 -8.15389e-05 5.64634e-05 0.000545469 0.00229204 -0.000434935 -2.78536e-05 3.84505e-06 -0.000137084 -3.91554e-05 0.0126032 0.0310427
internal_weight=42.2973 41.7495 41.1764 41.1729 35.7209 2.59438 1.06251 1.53187 5.45196 2.91049 0.530491 33.1265 1.03343 2.54147 32.0931 8.14311 1.03981 23.95 23.426 22.9116 7.1033 3.56032 1.04284 3.54298 22.4025 21.8904 15.8314 15.3044 0.0794163 0.068283
internal_count=4034 3833 3784 3772 3045 128 51 77 727 524 476 2917 60 203 2857 321 89 2536 2509 2490 232 117 92 115 2479 2465 2263 2171 196 186
is_linear=0
shrinkage=0.1


Tree=743
num_leaves=31
num_cat=0
split_feature=19 6 15 9 10 17 5 3 5 12 15 2 10 15 15 3 5 16 3 17 5 6 6 5 4 14 6 6 6 9
split_gain=7.52101e-05 0.000107622 8.92228e-05 0.0004808 0.000127989 0.000686068 0.000331922 0.000389262 0.000171648 0.000559535 0.000210486 0.000180007 0.000291295 0.000305188 0.000192501 0.000490503 0.000163887 0.000570143 0.00121958 0.000241381 0.00019581 0.00141489 0.000192402 0.000185281 0.000179325 0.000135804 0.000111832 0.00020817 0.000111964 0.000361591
threshold=14.651182102100002 16.415383542800004 45.169600924000008 195.41812862360004 61.93938686740001 190.4716172434 21.991679690250006 93.819123378250012 23.455765688150006 235.23594993900002 42.713473568600008 176.09844955530005 62.041548276350007 38.992510055900006 39.296024648600003 93.499196860750018 20.911722254300006 22.604947139800004 93.794927255050013 191.86029796145002 19.234448447350001 16.395383075500003 16.565387047600002 20.603398083600002 224.82737758030004 192.04981134545002 14.980350013450002 14.745344522600002 14.365335643750003 197.55459634620004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 -8 10 -10 11 14 -13 -14 16 -16 20 19 -19 -18 26 -22 23 -23 -21 -9 27 28 -6 -30
right_child=1 -3 3 -5 8 -7 7 25 9 -11 -12 12 13 -15 15 -17 17 18 -20 24 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0022872807871068038 -0.00020629229341094179 0.0018249129145054982 0.00011664266968222065 -0.0032364361682332716 9.1892856812862238e-06 0.0038470435518887418 -0.0029528101148423233 -0.00035777218884192768 -0.0037596706484933685 0.00029307854930760998 0.002007381825095141 0.0091326063948116553 -0.00039289128173758338 -0.00304240292599753 0.0020833607710927615 -0.00028536005797600482 0.0019816493821744482 -0.0059054709854241974 0.00090572355417810042 0.00015603675001472954 0.0052998975841273693 -0.0025657114869794516 0.00052522404158434819 0.0001210963586913325 -0.0011768967209975839 0.0015335507570911526 -0.0014807815691240101 0.0019076148186582586 0.00081868730613944779 -0.0029375901602152533
leaf_weight=0.51903601192136495 0.50731088227990884 0.53693314409110826 2.0222331919827812 0.542323148714562 15.172183363361052 0.54680941638512726 0.51056628156220574 1.4063470037393697 0.5152118325813938 1.0055466257911954 0.51751291033542557 0.029527297105120254 2.5329016795612782 0.52482822686713371 1.5414196021332593 2.0196220768157218 0.52113459289370112 0.54412141602369934 0.50860885585279902 3.0095080721712293 0.57545650371127433 0.52333894722687568 1.5137693064450144 0.50367429460311541 1.5186129609733141 0.52003515989725047 0.52152149314029728 0.55665722935736894 0.50951519944373902 0.51561227467732351
leaf_count=44 14 63 79 131 1017 60 11 157 147 35 47 31 1008 67 32 32 106 36 18 76 127 44 32 15 23 284 68 74 18 138
internal_value=-3.77581e-09 0.00083812 -2.12221e-05 -0.000592428 1.66469e-05 0.000593105 -8.82133e-06 -0.000497859 -4.07492e-05 -0.00107994 6.20189e-06 -2.50466e-05 -0.000752199 -0.000847653 4.96474e-05 0.000739956 -4.31376e-05 -0.000497803 -0.00261476 -5.64342e-05 9.29156e-05 0.000822525 -0.000191546 -0.00124803 -0.000290994 0.000152799 -3.8695e-05 6.19466e-06 -5.91519e-05 -0.00107062
internal_weight=42.2919 1.04424 41.2476 2.56456 38.6831 3.50279 2.95598 2.43695 35.1803 1.52076 33.6595 33.142 3.08726 3.05773 30.0548 3.56104 26.4937 6.10199 1.05273 5.04926 20.3917 3.11624 2.54078 1.02701 4.52812 1.92638 17.2755 16.754 16.1973 1.02513
internal_count=4034 77 3957 210 3747 556 496 452 3191 182 3009 2962 1106 1075 1856 64 1792 259 54 205 1533 218 91 59 99 441 1315 1247 1173 156
is_linear=0
shrinkage=0.1


Tree=744
num_leaves=31
num_cat=0
split_feature=8 16 12 8 19 3 6 5 5 13 16 9 15 2 7 18 3 9 18 16 16 19 9 8 18 10 2 16 18 8
split_gain=9.43577e-05 0.000104504 0.000129606 0.000104409 0.000173281 9.25252e-05 0.00035773 0.000293063 0.000535732 0.000612493 0.000488779 0.00179913 0.000249095 0.000419776 0.000246453 0.000226171 0.000234536 0.000722339 0.000196635 0.000201688 0.000167691 0.000195105 0.000419024 0.00018505 0.000193029 0.00055101 0.000132527 0.000250514 0.000116034 0.000109828
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 8.7431769115000026 14.151141757350002 93.281431752200021 16.405383309150004 21.269675393700002 20.911722254300006 117.66037007905001 22.604947139800004 201.32298960505003 42.246988155050012 217.08409765600001 23.9417051038 13.712081531300003 93.181958801350021 196.26893085885004 13.3584252364 22.634947069650003 22.574947209950004 14.451165964200003 192.39832633775004 8.543332867800002 12.949585557300002 62.079186690200011 176.09844955530005 22.634947069650003 13.4793103924 8.3434888241000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 7 -7 8 26 -10 12 -12 15 -14 -13 16 17 28 20 -20 -8 23 -23 24 -22 -26 27 -4 -9 -28
right_child=-2 -3 3 4 -6 6 18 10 9 -11 11 14 13 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.019277858755268069 -0.0013042777830460258 0.0013588591554602857 8.6601270066151842e-06 -6.2259811516950726e-05 0.0016203433488725196 -0.0028465532606986583 0.0018077444340876114 0.0013777982227223091 -0.0047016563210566086 -0.0004947707621663428 0.006660056879764828 -0.0019343637966668073 -0.0032834037862992625 0.00076434293660268061 0.0011768077936339918 -0.00026306511227390284 0.00012797602412473937 0.0048763874642272264 -0.0027704288774203119 -0.0003593523584569641 -0.00024643212735974784 0.0031369424765248185 -0.00088022140722817028 0.00058159160603263533 -0.0041236534972859959 0.00048944120819141286 -0.00035356251325314889 0.0022536748950048586 -0.00076096758435871537 -0.0020502296258598446
leaf_weight=0.0034876960909134827 0.5474369263432014 0.57257600261072994 17.838565241980934 1.5059817519213532 1.0311068978601978 0.53020266557127271 0.51545943275869799 0.51305947266096841 0.53017512455165661 0.99669601768255234 0.56432938693615131 0.50924841406958854 0.51223655022386061 0.51259114081550283 0.50921656630816869 2.5210443268937786 1.502902705047745 0.52960759354755271 0.52505638135226718 1.0227501694560031 2.3654383793620433 0.53108053390787702 0.5080576380847166 1.5216885609333655 0.53307400600452071 0.50347236846573651 1.5113571263973278 0.51128965127281745 0.50171879494956795 0.51035402759834969
leaf_count=12 201 49 1427 15 36 217 441 41 115 4 40 9 19 37 40 91 9 14 58 27 23 63 14 28 60 5 855 8 9 67
internal_value=6.73761e-08 1.71728e-05 -1.48625e-06 1.46824e-07 0.000621573 -4.06656e-05 -0.000330814 4.18826e-05 -0.000148859 -0.00195553 0.000552763 0.00213082 0.000173926 -0.00125883 -0.000378827 0.000437619 0.0010173 0.00188274 -0.000164624 -0.00117725 7.7316e-05 -7.22722e-05 0.00117286 -0.000335057 -0.000745069 -0.00188298 -1.3447e-05 7.12139e-05 0.000320366 -0.000781864
internal_weight=42.2913 41.7438 41.1712 41.1678 2.53709 38.6307 8.55628 30.0744 21.8984 1.52687 8.17595 1.58279 6.59316 1.02483 1.01846 5.56833 3.04729 1.54439 8.02608 1.54781 6.47827 5.96281 1.03914 4.92367 3.40198 1.03655 20.3716 18.3499 1.01478 2.02171
internal_count=4034 3833 3784 3772 51 3721 936 2785 2476 119 309 89 220 56 49 164 73 64 719 85 634 193 77 116 88 65 2357 1435 50 922
is_linear=0
shrinkage=0.1


Tree=745
num_leaves=31
num_cat=0
split_feature=8 16 12 8 19 10 6 2 7 16 13 0 16 6 13 16 15 15 5 9 5 7 18 18 16 3 6 4 5 5
split_gain=7.63743e-05 8.47409e-05 0.000105391 8.45938e-05 0.000140578 0.00012061 0.000271562 0.000677199 0.00983215 0.0127256 0.0064436 0.00528156 0.00106084 0.000237488 0.000186084 0.000627493 0.00106374 0.000177536 0.000294888 0.000130897 0.00011755 0.000715174 0.000123174 0.000375816 0.000649547 0.000239633 0.000214362 0.000289865 0.000119684 0.000406629
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 8.7431769115000026 14.151141757350002 61.987779113750001 16.465384711100004 106.79778736115001 23.356162058950002 22.584947186600004 117.70876232545002 86.20003303655001 19.314954833200002 16.405383309150004 117.55283175385001 22.604947139800004 45.560261772200008 42.246988155050012 24.218679034200004 198.49982034990003 22.127107789600004 23.127267687200003 13.327513832500001 13.531614672700002 22.544947280100004 93.090551224900011 16.555386813950005 227.97173202615002 19.925387549600003 19.574963708700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -5 6 13 -8 9 11 -11 12 -9 -4 17 19 -17 20 -19 -16 22 -22 26 24 -24 28 27 -7 29 -25
right_child=-2 -3 3 4 -6 14 7 8 -10 10 -12 -13 -14 -15 15 16 -18 18 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017414285555602007 -0.001172890470459218 0.001224368005444352 -0.0014041454454846965 -5.603010643323941e-05 0.0014599741460296545 0.0033028309384426227 -7.1320437463250454e-05 0.0097063012558758575 -0.00088168360599759832 -0.10028453067576289 -0.021832661368759387 0.10015912437569485 -0.10021739761178344 0.0010698665091039218 0.00068066161120819337 0.0057175739765164858 -0.00058236539169841009 -0.0029687449773961468 0.0003866651775422132 -0.00054831713721522279 -0.00022019196072773522 0.0039302699147320229 0.00051628825629232531 -3.8071618931147445e-05 -0.0045044013431256016 -0.0022092748298472293 -8.4632580419892079e-05 -4.1596735346558052e-05 0.00051242424372542389 -0.002884818975643513
leaf_weight=0.0034755213166509638 0.5478623370196577 0.57195731120009341 0.52018053123918639 1.5060441384994185 1.0299943911634271 0.53602013549756666 2.3716175631051635 0.0016544965305144155 1.0148782859612309 0.026009663401862504 0.01752258282067487 0.0073833026690408587 0.0018705341368765449 1.5270073009006606 1.522983464250842 0.56709810062238808 0.50819490403915735 0.53858904083087722 0.50986939126847719 2.0109654622222308 2.0072029567186878 0.52342674388125354 0.50935240320808961 16.29204379331059 0.52151837217388675 0.50976984388240509 2.0050811540277209 0.50171602031582396 3.561363258059056 0.51770972724161879
leaf_count=12 201 49 65 15 36 94 108 260 18 35 16 2 69 41 32 68 47 76 54 27 168 27 42 2077 13 11 11 14 294 52
internal_value=1.3226e-07 1.5528e-05 -1.26572e-06 2.0437e-07 0.000559684 -3.65242e-05 -0.000470742 -0.00101332 -0.00310256 -0.0445041 -0.0687061 0.0520798 -0.048624 0.000441232 3.53777e-05 0.000624931 0.00274016 -5.9857e-05 -0.001337 -1.86789e-05 -1.11389e-05 0.000638275 -7.69956e-05 -0.000159787 -0.00202368 -6.7768e-05 0.000519196 0.00168589 -1.41786e-05 -0.000125746
internal_weight=42.2904 41.7425 41.1705 41.1671 2.53604 38.631 5.48812 3.44094 1.06932 0.0544406 0.0435322 0.0109083 0.00352503 2.04719 33.1429 4.60924 1.07529 28.5337 1.04846 3.53395 27.4852 2.53063 24.9546 21.9118 1.03087 20.8809 3.04282 1.03774 20.3711 16.8098
internal_count=4034 3833 3784 3772 51 3721 614 508 400 382 51 331 329 106 3107 174 115 2933 130 59 2803 195 2608 2489 55 2434 119 108 2423 2129
is_linear=0
shrinkage=0.1


Tree=746
num_leaves=31
num_cat=0
split_feature=6 6 15 10 6 15 16 17 7 7 6 5 17 17 5 8 8 3 19 9 6 0 9 9 6 6 17 9 12 15
split_gain=8.91764e-05 0.000277195 0.000795885 0.000401323 0.000166756 0.000548254 0.000233629 0.000153459 0.000219501 0.000265321 0.0001511 0.000394193 0.000265707 0.000137893 0.000136811 0.00540484 0.00541362 0.00138663 0.000190841 0.0006371 0.000432414 0.000180872 0.000302111 0.000442883 0.000129922 0.000188716 0.000118967 0.000108647 0.000247715 0.000596697
threshold=16.465384711100004 16.405383309150004 42.246988155050012 61.93938686740001 15.975373262050001 40.309074029200012 22.654947022900004 198.33449606460002 23.864758692950002 24.054467534550003 14.980350013450002 19.925387549600003 193.70011821090003 189.31157886915003 24.346375512250003 8.4434108459500017 9.7423971299500014 101.34142922725002 14.451165964200003 192.39832633775004 16.505385645700006 86.479632682150012 194.56033515110002 201.61239113610003 14.745344522600002 14.415336812050002 192.77618096940003 199.17419511990002 94.328280857900012 23.292710050100002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 10 14 -9 -10 24 -12 -13 -5 18 -16 -17 -18 20 -20 -2 22 -22 -24 25 27 -21 -1 29 -29
right_child=7 3 -4 13 5 -7 -8 8 9 -11 11 12 -14 -15 15 16 17 -19 19 26 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0004850419778327428 -0.0021794777227599222 0.0033290573921709479 -0.0038662618725678454 0.0014971898332066106 0.0034970053087320209 -0.00037206448899537747 0.0020590549945711592 -0.0027852749491474897 0.0013384185067708727 -0.0018980862031253883 -0.0032505284704039267 -0.0019352441637198589 0.00084282361453412143 0.00021324639275785841 0.00026041319532570193 -0.098834354791390078 0.058745149271398157 -0.027689616773739708 0.0037625548155085634 -0.00082136266791252516 -0.00025842091172491788 -0.00070573920907128691 0.0027378123124599391 -0.00020814028079330527 0.0014800195419559141 -0.0019220268669123944 0.00056118890504517347 0.00014387273283817496 -5.2259886300099829e-05 0.0040564926908250335
leaf_weight=3.5402879389657089 1.0327071545934803 0.52992319567725932 0.53661858095793391 1.0248816862215457 0.57156714225602812 1.0195183256946618 0.51354866614201355 0.53397778394301632 0.5065771472873164 0.50658423007837428 0.5337335305430323 0.52016036559214729 1.0182358528309854 4.5500779170390482 0.51377336011868235 0.011127262996554865 0.0033651874400675288 0.0041386470657229779 0.54411310309660565 1.051924847731698 3.3907815388395455 2.5133051865723246 1.0321819315649921 1.0093283921076168 0.56954608312184873 0.52486297735182574 1.524232317822509 1.5139614126486418 10.614789600623277 0.52492453810009454
leaf_count=1165 35 32 127 33 130 35 28 53 6 54 87 68 36 153 472 42 11 35 50 30 63 24 18 35 144 244 35 51 704 34
internal_value=-6.8303e-08 0.000103074 -6.23497e-05 0.000699256 3.27463e-05 0.00101783 -4.61175e-05 -0.000204538 -0.00114457 -0.000279845 -0.000101958 -0.000908901 -9.64928e-05 0.000449282 -8.93958e-05 -0.00165827 -0.0545682 0.0110731 -2.03565e-05 0.000653349 -0.000254492 -4.29777e-06 0.000320231 0.00128133 -5.24092e-06 -5.5838e-05 -3.34977e-06 4.64706e-06 0.000141654 0.0011512
internal_weight=42.2848 28.1066 22.0018 6.10488 21.4651 1.59109 19.8741 14.1781 1.54714 1.01316 19.3605 2.07213 1.5384 5.57496 12.631 0.532404 0.0186311 0.00750383 12.0986 3.12027 8.9783 7.9456 5.43229 2.04151 17.2884 16.7188 2.57616 16.194 12.6537 2.03889
internal_count=4034 3071 2853 218 2726 165 2561 963 113 60 2533 191 104 186 850 560 88 46 290 115 175 140 116 53 2342 2198 65 1954 789 85
is_linear=0
shrinkage=0.1


Tree=747
num_leaves=31
num_cat=0
split_feature=19 15 2 17 12 17 16 7 18 7 12 2 12 15 17 6 10 7 2 7 15 10 16 14 8 2 19 3 19 2
split_gain=0.000133862 0.000124927 9.85949e-05 9.31567e-05 0.00130301 0.000725502 0.000156019 0.000167133 0.000175835 0.000263838 0.00197244 0.000423596 0.000210828 0.00109236 0.000151728 0.000141345 0.000297553 0.000201694 0.00216522 0.000569041 0.00161016 0.00299694 0.00316145 0.00201781 0.00143966 0.00121173 0.00100359 0.00151402 0.000382688 0.000656069
threshold=14.651182102100002 36.742238227650013 49.864842700850012 183.35201426355002 77.955876436550014 182.20563699335005 22.724946859200003 22.407814303000006 13.043896815850003 22.792619241600004 81.514192512750014 59.023942917950002 94.328280857900012 27.980927088250002 184.94410812320004 16.525386113000007 62.057679025150001 23.109894804950002 72.843776848050013 23.150522195450005 20.520114807950005 76.599549052750021 14.184966829400002 168.39662374755002 8.1436447804000007 171.97230602530001 11.950964240300001 81.589327342850012 14.251149826300002 137.73157856955004
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -4 7 -6 14 -10 -11 -12 13 -13 -9 17 -17 28 -19 -20 21 -21 25 -22 26 -23 -24 -28 -14 -30
right_child=1 -3 3 4 6 -7 -8 8 9 10 11 12 15 -15 -16 16 -18 18 19 20 23 22 24 -25 -26 -27 27 -29 29 -31
leaf_value=0.0013475128114867358 -9.6758626168319768e-06 0.0021769422809877355 -5.348962223304016e-05 -0.10002895082279468 -0.001787014811069315 -0.0039702106703338692 0.0016570346646846816 0.00017935030738387394 -0.002225307639390169 -0.100220985167295 0.041277360408457066 0.0045113942462356466 0.0014520090351910092 -0.0019076995359112057 0.0017535167525387241 -0.0020756241153615921 -6.2470412740808521e-05 -0.064961046711012674 0.0033778276533224117 -0.10006610120114766 0.10003648406484358 -0.10004872414750364 0.095380339557932223 1.4553840848520763e-05 0.012696245208100074 0.023683373878081337 -0.048150523784403147 0.098316709059235785 0.0011806233981959003 -0.0031701494079411996
leaf_weight=0.51426303110264981 0.5070882820036775 0.53901886300991464 4.8949720512595167 0.0013018595297386018 0.52123617990277082 0.52350442501428496 0.57075726803583293 1.5096366908072369 0.54641880085777472 0.0019639710246249767 0.0024856694144571581 0.54338610272924615 0.50992264143658239 0.51765811009090612 1.0301017841003135 1.0334043387820764 2.5357340132702575 0.0051132775115644282 0.52425440694335179 0.0016859237075234025 0.0020170983043524817 0.0019665786159956409 0.0081591106569560146 23.875202430048731 0.0049621412554188274 0.0013245754576321645 0.0013900697482902994 0.0014336033370039303 0.52246095525333647 1.0296229873377796
leaf_count=41 18 59 1161 26 152 72 67 18 137 10 8 58 17 37 38 36 51 5 20 28 2 171 29 1287 11 340 46 8 24 57
internal_value=-1.18704e-07 0.001117 -2.84585e-05 -4.58351e-05 1.34194e-05 -0.000431902 1.71087e-05 -9.84089e-06 1.72365e-05 -4.69643e-05 -8.72111e-06 -2.3972e-06 -5.6944e-06 0.00137967 0.000817822 -5.45966e-05 -0.000645357 2.50011e-05 0.000105172 0.000118795 4.7301e-05 0.0277768 0.0389815 2.30035e-05 0.0573997 -0.0502508 0.0775972 0.0262122 -0.000924738 -0.0017056
internal_weight=42.2824 1.04611 41.2363 40.7221 35.3036 5.41848 35.3023 34.7315 34.2103 31.6706 31.1241 31.1222 31.1197 1.06104 2.53974 30.0587 3.56914 26.4895 24.4275 24.4224 23.8981 0.020922 0.0192361 23.8772 0.0159449 0.00329115 0.0109828 0.00282367 2.06201 1.55208
internal_count=4034 77 3957 3916 2683 1233 2657 2590 2438 2382 2245 2235 2227 95 56 2132 87 2045 1947 1942 1922 633 605 1289 94 511 83 54 98 81
is_linear=0
shrinkage=0.1


Tree=748
num_leaves=31
num_cat=0
split_feature=19 15 2 12 8 8 19 2 12 6 10 4 8 15 15 5 16 9 6 15 0 0 10 8 17 17 7 5 7 0
split_gain=0.000108505 0.000101419 7.99274e-05 0.00270184 8.4838e-05 9.54771e-05 0.000144659 0.000459054 9.54236e-05 0.000102027 0.00216144 0.00740753 0.00788146 0.00655087 0.000277734 0.00020437 0.000700379 0.000251919 0.000154088 0.000146302 0.000153323 0.000306318 0.000520617 0.00016771 0.000666388 0.000308727 0.000141907 0.000204773 0.000163947 0.000301848
threshold=14.651182102100002 36.742238227650013 49.864842700850012 77.955876436550014 8.8430989333000021 8.7431769115000026 14.151141757350002 201.70502722175004 82.696898122450008 16.465384711100004 61.93938686740001 254.30081718620002 8.4434108459500017 45.169600924000008 44.190294328500009 21.850554661550003 22.624947093000003 202.49517884540003 16.445384243750002 38.098890576000009 86.256490657300006 87.48511602295001 61.987779113750001 8.4434108459500017 197.78839148195001 203.72643944000004 23.514778597300005 19.865285687250005 24.175586727800006 94.940210418650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 5 8 -7 -8 -5 10 11 -10 13 -13 15 19 17 18 -17 20 -12 22 -22 26 -25 -26 27 -23 -28 -30
right_child=1 -3 3 4 -6 6 7 -9 9 -11 14 12 -14 -15 -16 16 -18 -19 -20 -21 21 23 -24 24 25 -27 28 -29 29 -31
leaf_value=0.0012138953014432965 -8.7146621176209474e-06 0.0019621170232136903 -0.071552457440810485 -0.0014113244591410796 -0.0012849203973896426 -4.6361694098251293e-05 0.0035408970584900426 -0.00068026792442771561 -0.053831404360312508 -0.00026780179813048707 -0.0016979837321461954 0.063594687794029506 0.10013126678498724 -0.094337499839099573 -0.0022239851393066 -0.00042827028940531261 0.0041611352325655144 0.0022882521931881779 0.0014782994314832924 -0.0016816729927096815 -0.00057988342338279682 -0.0024942262598377078 0.003917353607101764 -0.0039047356516070178 0.0021531701346722914 -0.0012935113161588285 0.00078505044226551482 0.00034422582361837633 -0.0023630166109266807 7.2890518367998863e-05
leaf_weight=0.51380538082097515 0.50709154040305182 0.53827132472804351 0.0052826847003107904 0.51188593650845504 0.53327659885225998 1.5061500817973859 0.53048015514156055 0.50089466871759214 0.0087778571433342195 12.607045536357896 0.51179661678635469 0.0053961292240005815 0.014694058452732861 0.0051168161091936781 0.52681055786351905 2.5209822511136606 0.52248805980707391 0.5131523067810172 0.50958722541690793 0.52519428143113955 0.50061696686316648 0.51346395207116668 0.52985537284062778 0.53223706878151134 0.52473838333025902 0.51487513653671613 3.0621113538371469 0.50328126113877991 0.53193538800863116 11.648717341315768
leaf_count=41 18 59 40 29 152 15 24 22 28 726 39 40 6 9 105 184 39 31 6 80 4 224 93 86 35 44 142 49 223 1441
internal_value=-3.86485e-08 0.00100609 -2.55457e-05 -4.11846e-05 -3.19063e-05 -1.5277e-05 0.00057844 0.00149086 -5.52977e-05 -3.66046e-05 8.2238e-05 0.0252838 0.0528342 -0.0132734 4.72683e-05 9.71961e-05 0.000743205 0.000239263 -0.000107682 -3.48121e-05 9.83224e-06 5.61721e-05 0.00173254 -4.07049e-05 -0.00102706 0.000446179 5.46491e-05 -0.00108921 0.000130949 -3.34868e-05
internal_weight=42.28 1.04536 41.2346 40.7208 40.7156 40.1823 2.53752 1.03137 37.6448 37.1329 24.5258 0.0339849 0.025207 0.0105129 24.4918 23.965 4.06621 3.54372 3.03057 19.8988 19.3736 18.8618 1.03047 17.8314 1.57185 1.03961 16.2595 1.01675 15.2428 12.1807
internal_count=4034 77 3957 3916 3876 3724 61 46 3663 3634 2908 83 55 49 2825 2720 260 221 190 2460 2380 2341 97 2244 165 79 2079 273 1806 1664
is_linear=0
shrinkage=0.1


Tree=749
num_leaves=31
num_cat=0
split_feature=19 6 2 2 18 6 14 10 4 15 18 18 15 3 4 16 8 17 5 5 13 15 3 13 9 8 17 4 5 18
split_gain=8.79305e-05 0.000118674 6.478e-05 0.000104673 0.000219901 7.72551e-05 0.000748432 0.000240977 0.00332348 0.000245788 0.000203031 0.000147868 0.000123954 0.00042788 0.000226318 0.000233048 0.000305059 0.000545157 0.000132074 0.000246809 0.000254757 0.000126538 9.61175e-05 0.000171229 0.000313134 0.0016719 0.00079107 0.000441932 0.000161912 0.000103226
threshold=14.651182102100002 16.415383542800004 49.864842700850012 60.327272492300004 14.030930991100002 16.465384711100004 156.61564208075004 61.93938686740001 157.07313959035005 44.190294328500009 13.893471991850001 13.077716774800001 41.492094664050008 93.499196860750018 273.85977434290004 22.674946976100003 8.3434888241000014 187.77231677760003 23.389417063900002 23.730745871350006 117.59584708395001 36.124429763000009 93.281431752200021 117.55283175385001 184.85936449530001 7.8438787148500007 187.06455006835003 235.48598737865004 22.580289596950006 13.222029912150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 6 -5 -8 -9 11 12 -10 14 -14 15 16 17 -7 -15 -20 -21 -18 23 24 25 26 -13 -28 -24 -26
right_child=1 -3 3 5 -6 10 7 8 9 -11 -12 22 13 18 -16 -17 21 -19 19 20 -22 -23 28 -25 29 -27 27 -29 -30 -31
leaf_value=0.0010934360950235302 -0.00019071681674282976 0.0019418002695629202 0.0004356762811546399 0.037671509795100359 -0.0024947505330074338 -0.00085988123240030457 0.0021709212069332007 -0.10012199611904019 0.0017631871307663021 -0.0020842840619737903 -0.0021446142533818819 -0.070805367036306785 0.0029132231915079279 -0.0010327801322972093 -0.0024044937548430793 -0.0022790479207757813 0.00018754592729478204 0.0037131982695914889 0.0016904268829641533 0.0002545688270643649 -0.0022284429686670873 -0.00074107835170880623 -0.0021254374890510709 0.0011247502400006724 0.0014299380282581822 0.10001144584740024 -0.029023282965257677 0.052362863954192145 0.00038709203773605431 -9.3841864770964583e-06
leaf_weight=0.51339328699162834 0.50735792500091637 0.53733456359168486 0.51024125799437914 0.0052979810817842523 0.51406851173087631 0.50586301247035936 0.54084991736009769 0.0033124552573998703 0.5208939726446421 0.52798632156979408 0.51860180919052545 0.0015007034001468652 0.54345922162974591 1.0609307414342763 0.51166941937930666 0.51811020373554573 2.512535370425006 0.53782646934268996 0.87706313848320894 2.0077451546415226 0.52028522131753563 3.5274943051265382 0.52027601357191899 1.5299709726277786 0.51016566430918331 0.0019203418924007565 0.0011223228244207073 0.0016452891162832411 0.50585486203781771 21.382507008530141
leaf_count=41 14 63 34 11 47 357 92 5 124 112 65 372 27 20 101 47 60 30 15 49 59 38 53 43 12 7 67 465 28 1576
internal_value=1.07831e-07 0.000906137 -2.28478e-05 -3.69221e-05 -0.00103501 -1.11668e-05 8.97811e-05 8.21372e-05 3.7847e-05 5.08558e-05 -0.000203962 9.59924e-05 -0.00012727 0.00026386 -0.000368764 -0.000231741 -8.19993e-05 0.00149668 -5.85339e-05 0.000245014 -0.000256451 -0.000354789 6.04809e-05 0.000101971 3.05141e-05 0.0225213 -0.0123419 0.0193591 -0.000886828 2.41564e-05
internal_weight=42.2773 1.04469 41.2326 40.7192 1.02431 39.6949 26.0533 26.048 25.5072 25.5038 13.6416 24.9759 13.123 5.00948 8.1135 7.60183 7.08372 1.04369 4.46602 3.40509 2.52803 6.04003 24.455 23.4288 21.8989 0.00618866 0.00426832 0.00276761 1.02613 21.8927
internal_count=4034 77 3957 3916 81 3835 2967 2956 2864 2859 868 2747 803 170 633 532 485 387 143 123 108 98 2623 2542 2499 911 904 532 81 1588
is_linear=0
shrinkage=0.1


Tree=750
num_leaves=31
num_cat=0
split_feature=8 19 5 16 0 8 6 2 13 8 19 9 16 7 9 10 3 6 5 2 3 7 15 18 12 9 10 6 8 7
split_gain=0.000112516 8.8267e-05 0.00010298 7.31788e-05 0.000112134 7.98691e-05 0.000101357 0.0002784 0.000194199 0.000335248 0.000160275 0.000322923 9.32812e-05 9.25319e-05 0.000477022 0.000260062 0.000261143 0.000258801 0.00021474 0.000705324 0.000135485 0.000136318 0.000153634 0.00015287 0.000123294 0.000116603 0.000126547 9.80004e-05 8.85004e-05 0.00016677
threshold=8.8430989333000021 14.651182102100002 21.089169479000002 22.764946765650006 85.495657006400009 8.7431769115000026 16.535386346650004 154.31016903475003 117.64961624655002 8.543332867800002 14.351157895250003 195.30595290385003 22.614947116400003 23.109894804950002 195.30595290385003 62.020040611300011 93.579850604650019 16.445384243750002 21.991679690250006 171.03679643640001 93.281431752200021 23.445318439400001 36.207782793200003 13.531614672700002 82.696898122450008 199.17419511990002 62.030794443850006 16.525386113000007 8.4434108459500017 25.412871131150002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 10 13 -10 -8 -12 -7 14 15 -6 17 -17 20 -20 21 22 -15 -23 -25 26 -21 -18 -26 -30
right_child=-2 2 -4 -5 5 12 7 -9 9 -11 11 -13 -14 18 -16 16 27 -19 19 25 -22 23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.0011439136351595524 -0.0014254592216091468 -9.6179941013979089e-05 0.0019007493640749024 0.0011255791216913198 -0.0013192138371684869 0.0012827932364479096 -0.0003624068265247542 -0.0013569357313010059 0.0030951393970029021 -0.00047599537644311913 0.0029067074204872341 -0.00063094297835629496 4.7223121897745355e-05 -0.00012624930034305004 -0.0032666206414230731 0.003283278129050788 -0.0014657928584115301 0.00013522994341391744 0.0041289510453288844 0.00042828347793400287 -0.0016778117821557364 -0.0017834878056816759 0.0023219432629026011 -0.0015667687466846937 9.1937881977389381e-05 0.0015664659137290459 -0.00094376906369675806 0.00049293945545027273 -0.00073707969073100134 0.0012144402603196779
leaf_weight=0.86896280468802345 0.54649290186554011 0.50191647093742975 0.53192626458610448 0.56516458091937138 1.0199869317630077 1.0264901590078346 2.0223259699299372 2.0247126735887377 0.54388426931035272 0.50879634678858565 0.52527296371408716 0.50716254964936525 1.5096632904969736 0.51382437861291552 0.52747391497396368 0.53396029363352393 0.52042542253196333 0.51112140242184978 0.52811614228346382 2.0207086374090872 0.51114507414604204 0.51727623032639058 0.51149405206888332 0.51792752540735776 16.749089959378441 0.54040011640348051 1.0073228499511575 0.50165343284606934 3.0507548319985758 0.51128515504822925
leaf_count=625 201 6 40 42 33 29 20 35 43 8 27 14 20 72 42 290 66 41 16 32 9 11 68 50 1880 93 33 2 135 51
internal_value=1.16165e-07 1.87853e-05 0.000931268 -4.39522e-06 -2.03085e-05 4.55937e-06 -3.29208e-05 -0.000447583 3.36349e-05 0.00136909 0.000155141 0.00116891 0.000547311 -1.23156e-05 -0.000487445 -1.25919e-05 0.000632127 0.00174365 5.13411e-05 0.000718127 -6.80289e-05 -3.12488e-05 0.00109506 -8.53485e-05 -4.31763e-05 0.000213336 -2.81516e-05 -0.000504414 -4.32513e-06 -0.000456964
internal_weight=42.2767 41.7302 1.03384 40.6964 40.1312 39.2623 36.7261 5.07947 31.6466 1.05268 3.05476 1.03244 2.53615 30.594 3.61462 3.08715 2.06716 1.04508 26.9793 4.09655 22.8828 22.3717 1.02532 21.3463 20.8291 3.56843 3.02803 1.02208 20.3111 3.56204
internal_count=4034 3833 46 3787 3745 3120 3071 96 2975 51 61 41 49 2924 474 432 399 331 2450 174 2276 2267 140 2127 2116 158 65 68 2066 186
is_linear=0
shrinkage=0.1


Tree=751
num_leaves=31
num_cat=0
split_feature=8 19 6 7 18 7 9 13 2 17 15 5 9 15 12 19 16 16 18 18 18 6 9 0 6 6 6 6 7 18
split_gain=9.10594e-05 7.15432e-05 0.000104579 7.32404e-05 0.000204507 0.000287416 0.000633899 0.000327881 0.00022778 0.000179687 0.000170091 0.00131833 0.00240622 0.00069006 0.000562373 0.000455996 0.00106973 0.000123135 0.000683225 0.00019104 0.000470882 0.000307359 0.000342321 0.000286427 0.000223863 0.000188091 0.000211947 0.000544616 0.000152988 0.000122301
threshold=8.8430989333000021 14.651182102100002 16.415383542800004 22.516377366000004 13.043896815850003 22.907491544400003 189.78071820640002 117.69263157665002 41.467794892200004 184.67080164680002 16.701947052500003 13.154029769200003 201.97224908750002 14.022476987850002 172.63877719270002 12.050972309250001 18.094957686100003 22.664946999500003 13.531614672700002 13.4793103924 13.531614672700002 16.465384711100004 197.90890142995002 86.420486603250012 16.565387047600002 16.525386113000007 16.165377701450002 16.435384010100005 23.514778597300005 12.867440043550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 29 9 6 -6 8 -7 -5 13 12 14 -10 -12 -14 -17 19 -19 21 -21 22 -13 -22 25 26 28 -28 -25 -1
right_child=-2 2 -4 4 5 7 -8 -9 10 -11 11 17 15 -15 -16 16 -18 18 -20 20 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00041028938947075327 -0.0012817637867289491 -0.00018841339722627603 0.0018241429375502169 0.00020482293959223717 -0.00012957034773976561 0.038468386954464959 -0.0041070731847828515 0.0025261892514951718 0.015177811306774605 0.0019188223795038315 -0.10002623464220312 0.00050740935659601704 0.09919984476682718 -0.089659479394080963 0.0011822076206019193 -0.02749139124842765 0.10002324682049546 -0.0036413267243222444 0.0015005700675862115 -0.003093899604124073 -0.002360997563612533 -0.00010189650775333656 0.0026577669117505416 -0.001836926434463308 0.0020645295310792234 -0.0019512780657813655 0.0036093629082623833 0.00017822448324060668 -9.0062779231358061e-05 -0.0010611430283982211
leaf_weight=0.88084055694594732 0.54695794748057736 0.50591159137047614 0.52731069988658419 1.5146527930148397 1.5224415346143874 0.0015391322085552819 0.54380003939536337 0.52168806032523107 0.001624237510448003 1.0259257516688141 0.0010863572041581657 2.5251261955006465 0.0032090250714369439 0.0010234712837508403 0.0011099896778973342 0.0011862885105529131 0.001477004270782345 0.51965084828759589 0.51403740134992404 0.52000464761255472 0.52496511750011521 4.5426500951991216 1.047371408658935 0.51587936135821522 0.51415153237758104 0.50638541670821169 0.54610466880512776 3.0256930177760069 17.797569440658272 1.57470270423714
leaf_count=475 201 12 34 27 105 2 58 35 559 28 101 58 16 172 164 52 12 24 39 11 60 52 33 34 16 10 120 51 1064 409
internal_value=1.47008e-07 1.69495e-05 0.000838706 -3.914e-06 3.00808e-05 -3.16109e-05 -0.00117638 3.87169e-05 -4.7404e-07 0.000896963 -2.26226e-06 -2.35376e-07 0.0404162 -0.025347 -0.0488775 0.0738136 0.0432255 -1.00877e-05 -0.00108434 2.45423e-05 -0.000117537 0.000443869 0.00113784 -5.14814e-05 1.44914e-06 -4.59228e-05 -1.83633e-06 0.000702823 -0.000139271 -0.000533318
internal_weight=42.2761 41.7291 1.03322 40.6959 38.2404 35.6998 2.06624 33.6335 33.1118 2.54058 33.1103 33.1077 0.00806866 0.00264771 0.00219635 0.00587232 0.00266329 33.0996 1.03369 32.0659 23.9508 8.11515 3.5725 23.4307 22.9058 22.3916 21.8852 3.5718 18.3134 2.45554
internal_count=4034 3833 46 3787 2903 2848 163 2685 2650 55 2648 1917 345 731 265 80 64 1572 63 1509 1366 143 91 1355 1295 1279 1269 171 1098 884
is_linear=0
shrinkage=0.1


Tree=752
num_leaves=31
num_cat=0
split_feature=8 8 19 2 8 16 10 6 3 13 15 16 3 5 17 6 5 5 4 18 10 15 18 17 10 10 0 12 7 5
split_gain=7.37066e-05 8.82321e-05 0.000188743 0.000436027 0.000129829 0.000269578 0.000172788 0.0004408 0.0164986 0.000351226 0.000886453 0.000276562 0.000334358 0.000542426 0.000131342 0.000103817 9.044e-05 0.000198373 8.20816e-05 0.000369586 0.00303893 0.000297648 0.000904429 0.000216043 0.0043499 0.00480043 0.000152304 7.82816e-05 0.000157833 5.96889e-05
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 201.70502722175004 8.6432548896500023 22.724946859200003 61.987779113750001 16.535386346650004 93.819123378250012 117.58509325145 44.891409666300007 22.584947186600004 93.090551224900011 21.454033346250004 193.70011821090003 16.575387281250006 24.458659404000002 24.279163357700003 269.4564136126001 12.885811969150001 65.29995953045001 38.884669609800007 13.154691941050002 198.49975298390004 62.391047833300007 62.052302108850007 86.329079026800017 243.44243106745003 23.779256055650006 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 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 11 -9 15 -11 -1 -13 -14 -6 16 17 18 19 20 -8 29 -23 26 25 -25 -20 28 -28 -21
right_child=-2 2 3 -5 14 -7 9 8 -10 10 -12 12 13 -15 -16 -17 -18 -19 23 21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0019163943828245115 -0.0011526610946847606 -0.00012751253181281677 0.0036262353889118791 -0.00048370162726084939 -0.0012868036935584962 0.0017533039264125952 -0.096012715344676813 -0.082662931819544483 0.0005861817343541598 0.0048103750240263542 -0.00021911886316779931 0.00017011700740270815 0.00029339523615199038 -0.0042649883310081653 1.6186823078446634e-05 -0.0014227993699333613 -0.0013030202449485914 0.0019946064241148117 -0.0022557002556862506 5.1334383818107458e-05 0.093887371927252022 -1.6860933079312886e-05 0.004722185899233052 0.090932190645030456 1.6913746440948225e-05 -0.0030130722492326938 -0.00031917527168516963 0.0007352773118435087 -0.0022144000920161547 -0.00042822499717112041
leaf_weight=0.51801839922120896 0.54737633076085401 1.5061684704269276 0.53076455248749688 0.5025363125723743 1.5663496533352677 0.88709039941022538 0.0024727524570583572 0.024970913837023434 0.5103461844932049 0.53907940716453584 1.0014190148293511 2.0166854119743225 0.51125671896079439 0.53340029913169817 1.5285493952084479 0.50964876204119747 0.50998878337169884 0.51021488877499166 0.51539276959159419 17.318107418358352 0.0012783457870000348 1.5201197689525536 0.54784512569764832 0.011170459292770496 1.024456398289237 0.010601001082704897 2.9976890922535229 0.50436945779643316 0.51489227195794285 3.0529714163146791
leaf_count=88 201 16 24 25 42 42 65 22 395 27 36 28 19 48 54 39 78 28 23 1277 9 36 51 11 609 39 88 262 217 135
internal_value=2.08678e-07 1.53318e-05 0.000586557 0.00162741 -2.16846e-05 3.1614e-05 -1.17672e-05 -0.000620743 -0.00329714 6.88247e-05 0.00154089 -0.000220471 -0.000582056 -0.00203411 -0.000643266 -7.91389e-06 1.69159e-05 4.05091e-05 4.92876e-06 9.02587e-05 -0.0312962 9.55055e-05 0.00123861 -0.000338356 0.000956905 0.0451882 -0.000637349 -0.000429708 -0.000596987 -2.05362e-05
internal_weight=42.2752 41.7279 2.53947 1.0333 39.1884 36.0935 35.2064 4.11468 0.535317 31.0917 1.5405 3.57936 3.06134 1.04466 3.0949 29.5512 29.0416 28.5316 28.0214 22.4428 0.0037511 22.439 2.06796 5.57857 1.04623 0.0217715 4.53234 4.01695 3.51258 20.3711
internal_count=4034 3833 65 49 3768 3672 3630 600 417 3030 63 183 95 67 96 2967 2928 2850 2822 1573 74 1499 87 1249 659 50 590 567 305 1412
is_linear=0
shrinkage=0.1


Tree=753
num_leaves=31
num_cat=0
split_feature=18 18 2 17 6 6 16 15 10 7 9 6 2 16 18 6 6 0 17 18 17 9 7 10 0 5 7 18 3 3
split_gain=7.51097e-05 0.0010573 0.000564368 0.00042676 0.000330303 0.000262781 0.000374131 0.000148851 0.00513488 0.00516058 0.00112036 0.000594198 0.000497403 0.000195864 0.000207954 0.000165357 0.000161695 0.000343973 0.000180498 0.000372545 0.000293588 0.000623254 0.000167927 0.00016493 0.000123521 0.000180505 0.000116392 0.000180022 0.000114249 0.000153676
threshold=13.4793103924 13.531614672700002 41.467794892200004 193.10154186985002 16.565387047600002 16.525386113000007 22.654947022900004 33.762789462050002 62.272755675600003 22.105125139000005 187.45330412110005 16.575387281250006 114.12323913765002 22.534947303500005 13.154691941050002 16.585387514950003 16.375382608200002 87.278104746850019 188.41589330430003 13.077716774800001 190.25644477395002 202.49517884540003 23.314707969200004 62.020040611300011 86.479632682150012 22.127107789600004 23.514778597300005 13.552878921100001 93.620177476600006 93.819123378250012
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 8 9 10 11 -1 -13 14 -9 16 17 -15 19 28 21 -20 23 -22 -4 26 27 -26 -18 -30
right_child=1 2 4 -5 -6 -7 -8 13 -10 -11 -12 12 -14 15 -16 -17 18 -19 20 -21 22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.037226334134428524 -0.0045223889788870491 0.052292486935970495 -0.0015686543353170608 0.0028989638158964338 0.0024495002555224368 -0.001649428156718427 0.0026368598028281036 -8.8364482391200101e-05 -3.4204886745990973e-05 0.097127247456535989 -0.10003464053699658 0.090323729480428341 -0.0045507979711930961 -0.0030065096261121566 0.0027616057813482902 -0.001395798160914284 0.0007770631803522192 0.00066101598040091045 0.0043865454196832911 -0.0020472928785089778 -0.0010624989989512831 0.00018037912680862788 0.00099910290546326771 0.00025891188481889325 0.00024600846269241133 0.0017847630654662689 -2.1507927383019237e-05 -0.0023999123779985024 -0.0012848586334471557 0.00021355110353927229
leaf_weight=0.0018784184035439402 0.53122233610485992 0.0020626030746012649 0.53301066573299394 0.5520456846034979 0.53086061391424877 1.0121501823087857 0.52456053988407703 0.5063631720023245 0.51269348700651296 0.010797942878813416 0.0013779051187157165 0.0010247046592073428 0.0011994118178573487 0.51958172554421966 0.51787832860100025 0.89375138474315541 1.5134644512436337 0.50357937323860824 0.5434417046496679 1.0197096153925747 1.5101841767483417 1.0015010893257565 1.5141655148836433 2.5218401083592248 0.5014284378796624 0.53595266538717368 20.838845876866213 0.52781383567954909 1.0242729618839805 2.0630564787361938
leaf_count=131 30 4 82 88 75 23 54 24 202 16 10 102 221 46 31 85 18 5 52 29 31 8 10 34 55 105 2133 257 24 49
internal_value=1.56596e-07 -0.000107745 -1.39638e-05 0.000164828 -1.82785e-05 -7.18071e-05 -3.7474e-06 7.15522e-05 0.0017214 0.0570147 -0.0220179 0.00418527 0.0391602 1.57972e-05 0.00135264 -7.78041e-05 7.9605e-06 -0.00120143 0.000105304 -0.000317955 0.000440783 0.00165992 0.000101182 -0.000236019 -6.4137e-05 -2.83432e-05 -7.27796e-05 -0.00111087 6.53321e-05 -0.000283571
internal_weight=42.2717 25.5379 25.0067 16.7338 25.0046 24.4738 23.4616 16.1818 0.528972 0.0162784 0.00548044 0.00410253 0.00222412 15.6528 1.02424 14.6285 13.7348 1.02316 12.7116 5.6205 7.09113 1.54494 5.54619 4.03202 22.9371 22.404 21.8681 1.02924 4.60079 3.08733
internal_count=4034 2818 2788 1216 2784 2709 2686 1128 682 480 464 454 323 446 55 391 306 51 255 120 135 60 75 65 2632 2550 2445 312 91 73
is_linear=0
shrinkage=0.1


Tree=754
num_leaves=31
num_cat=0
split_feature=15 16 19 5 17 16 18 4 3 6 18 16 5 13 14 4 16 6 15 7 7 7 5 15 15 15 9 6 18 15
split_gain=7.3143e-05 0.000198601 0.000129742 0.000104243 0.000641548 0.000250652 0.00906496 0.00198009 0.00016475 0.000282357 0.000862797 0.0001344 0.000484254 0.000177847 0.00012157 0.00296488 0.00557641 0.00130302 0.00132484 0.000738201 0.00311841 0.00116977 0.000788107 0.000606517 8.86954e-05 7.20092e-05 0.000225677 0.000355421 0.00020567 0.000164453
threshold=46.683480308100009 22.584947186600004 14.651182102100002 22.629964856950004 193.10154186985002 22.574947209950004 13.192618516750001 290.29001804785008 93.216908757050007 16.505385645700006 12.949585557300002 22.674946976100003 20.911722254300006 117.67112391160002 284.63379681220005 294.35264367105009 22.554947256700004 14.935348962050002 26.583493790300004 22.181995028450004 22.105125139000005 22.381996090050006 20.849573174100005 26.384523135650003 43.030193406950012 37.870720399650004 198.49982034990003 16.435384010100005 13.303774303900001 37.606388722050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 11 5 6 -5 -8 -7 10 -10 13 -13 14 19 16 17 18 -16 20 22 -21 23 -1 -11 29 27 28 -27 -23
right_child=1 -3 -4 4 -6 8 7 -9 9 24 -12 12 -14 -15 15 -17 -18 -19 -20 21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.065880530136011334 0.00014240773852479779 -0.0022633311048448762 0.0015636252305248667 -0.00033128420733506946 0.0035752278348240851 0.0010773160318963951 0.033759899790685888 0.099766258115405848 0.0011495423796909583 -0.00056888107057316269 -0.0046272319671233917 0.00099943793838149029 -0.0033284476717686446 0.0017915242717149575 0.038585387106546708 -0.00051717038524138237 -0.10026869797826564 0.084372853756353311 -0.10003517070437039 -0.050818607627473714 0.09149516732571486 -5.6269732224189165e-05 -0.10004861294922821 0.028722925162844422 0.0003668658936035647 0.0016318674110338935 -0.00022374964684589171 0.0034102327247096812 -0.0011948514092172914 -0.0018637946409928126
leaf_weight=0.0010320227730244006 1.0044081246335499 0.52122496229591608 0.54128969315297482 0.50628536207098662 0.56679033173810012 1.0156604698859153 0.0080611847799577085 0.0104187225568107 0.50685990149213445 1.5637200135482769 0.52774616339843305 0.51005651940067653 0.52428387086183648 0.52375582622516859 0.0018097725502518322 1.0192017077498396 0.0080850388621911407 0.002475188986863941 0.0011137574904012126 0.0045356820738601247 0.0041241546273127483 25.415252559506808 0.0011851471264094789 0.0019737957627512515 2.8758475294494019 0.51632325677564839 2.53023332123621 0.52981469914084289 0.51327718529500999 0.51352470167330366
leaf_count=76 24 112 67 510 138 10 33 34 8 52 46 19 55 16 83 897 8 6 21 26 13 1545 85 13 29 32 34 18 15 9
internal_value=2.95658e-07 -0.000679501 2.57497e-05 5.04416e-06 0.000339065 7.75778e-05 0.00217975 0.0709734 -9.2403e-05 -0.000309429 -0.00179715 -7.25825e-05 -0.00119427 -3.58528e-05 -6.66634e-05 -0.00113347 -0.0477183 0.0309804 -0.014224 -2.9979e-05 0.0297616 -3.823e-05 -0.0309879 -0.00375838 3.72738e-05 -3.05572e-05 0.000359428 0.00130566 0.000222689 -9.20681e-05
internal_weight=42.2704 1.52563 40.7447 40.2034 7.58139 7.0146 0.524765 0.0184799 6.48983 5.47417 1.03461 32.6221 1.03434 31.5877 31.064 1.03269 0.0134838 0.00539872 0.00292353 30.0313 0.00831512 30.023 0.00419097 0.00300582 4.43957 30.0184 4.08965 1.55942 1.0296 25.9288
internal_count=4034 136 3898 3831 860 722 577 67 145 135 54 2971 74 2897 2881 1015 118 110 104 1866 187 1679 174 89 81 1653 99 65 47 1554
is_linear=0
shrinkage=0.1


Tree=755
num_leaves=31
num_cat=0
split_feature=8 19 5 15 5 9 5 8 8 8 12 16 5 13 8 19 16 17 16 18 19 5 7 12 7 19 6 0 6 0
split_gain=8.29092e-05 9.08466e-05 0.000222348 0.00059288 0.000224272 0.000198993 0.000212571 0.000254945 0.000773315 0.000154132 0.000129661 0.000740825 0.00133413 0.00164287 0.00108456 0.000769134 0.00122538 0.000316831 0.000104491 0.000304098 0.000584462 0.012132 0.00713699 0.00676839 0.00058893 0.000218116 0.000181643 0.000880012 0.00025179 0.000314255
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 42.713473568600008 20.305669781650003 199.17419511990002 20.849573174100005 8.543332867800002 8.2435668022500028 8.543332867800002 63.174563425750001 12.604970524100002 13.154029769200003 100.88707980320002 8.0437227585500022 11.950964240300001 16.079962398050004 239.21206428850002 22.584947186600004 13.552878921100001 14.251149826300002 24.453399453300005 22.747724408400003 137.49536069020004 22.444423115000003 14.351157895250003 16.405383309150004 87.278104746850019 16.465384711100004 86.420486603250012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 -3 6 -6 8 -8 -7 -1 14 13 15 -12 -13 -17 -18 19 20 21 22 23 24 -14 -21 27 -20 -28 -30
right_child=-2 2 -4 -5 5 9 7 -9 -10 -11 11 12 18 -15 -16 16 17 -19 26 25 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.019662520782140081 -0.0012230261183692156 0.0021601850937214293 -0.0015971043521135462 0.0037121364287863497 -0.0014958706779494785 -0.0024561528374068518 7.3479036939557172e-05 -0.0011711796030330751 0.0044390530425893505 -6.3463543035648294e-06 -0.094185854215257839 0.095108897915269372 0.021436900091081585 -0.053475517033913969 0.031194400518834819 -0.045788100019499733 0.024755640609830803 0.093182085444597051 -0.0046516080062710009 -2.9748084756752889e-05 0.00039982129716014758 0.00017212226990078361 0.095549671028099928 -0.089155991622679648 0.10002544332009414 -0.0021147576344721728 0.00079344005136888687 -0.00016867566919784576 -0.00010108702575335513 -0.0019923897993622207
leaf_weight=0.0033680259121088288 0.54680276185887677 0.5281058232928898 0.51500232375242117 0.54196318514639052 0.51189843879547003 0.51535189463311304 1.5157190882418947 0.55513498013897322 0.55409841465370879 0.51193862620857544 0.0019416169852978218 0.0031905304197543741 0.0013238319122939046 0.0016088140991011649 0.0010701828949635228 0.0014185997298582081 0.0010789852972296621 0.0018148204178487504 0.53000018237579327 18.329708399820898 3.5270895426873494 0.50361523137645026 0.021957648131092355 0.0049565277166756516 0.0034091877896571532 0.51585267135305812 2.5415420556478399 2.5195819376276631 6.4400326291220047 1.0173190116765907
leaf_count=12 201 61 53 73 18 42 25 16 55 25 881 120 77 111 47 131 77 21 58 1005 108 448 31 33 6 41 46 56 142 14
internal_value=3.4589e-07 1.63796e-05 0.000385488 0.000580558 0.000218855 -2.73484e-05 0.000368251 0.000731778 0.00124216 -0.00123532 -4.26132e-05 -4.07761e-05 -3.6623e-05 0.0382232 -0.0496345 0.0578857 0.0303461 0.0676686 -4.63185e-05 8.234e-05 0.000867088 0.00394612 0.0640033 -0.00748433 0.0780441 -8.68203e-05 -0.000272191 -0.000947784 -6.61412e-05 -0.000359095
internal_weight=42.2679 41.7211 5.74921 5.23421 4.69225 4.16414 3.13685 2.62495 2.06982 1.02729 35.9719 35.9685 35.9655 0.00911175 0.0030118 0.00750294 0.00431241 0.00289381 35.9564 22.9079 4.06235 0.535262 0.0316472 0.00968955 0.00473302 18.8456 13.0485 3.04958 9.99889 7.45735
internal_count=4034 3833 368 315 242 181 114 96 80 67 3465 3453 2525 460 928 349 229 98 2065 1749 703 595 147 116 83 1046 316 114 202 156
is_linear=0
shrinkage=0.1


Tree=756
num_leaves=31
num_cat=0
split_feature=13 4 15 3 5 12 9 7 5 15 19 19 16 6 14 18 2 14 10 5 18 16 6 7 7 3 9 8 12 6
split_gain=8.79875e-05 0.000251346 0.000190717 0.000486392 0.000277651 0.000662931 0.000937864 0.000191153 0.000113244 0.000229093 0.000272522 0.000202369 9.64147e-05 8.92962e-05 0.000153882 0.000240528 0.00256017 0.00150975 0.000178719 0.000444742 0.000152023 0.000269216 0.000111398 0.000261515 0.000140734 9.24007e-05 0.000437034 0.00138879 0.000701357 0.000370191
threshold=117.67112391160002 278.75859950360007 43.890399822900008 93.579850604650019 22.649179082500002 225.59153217100001 191.29995577870002 23.051546669900002 22.127107789600004 42.841315546000011 14.351157895250003 14.551174033150001 22.594947163200004 16.455384477450004 128.57956104760004 12.920478434700001 80.683647763550013 137.67556691715004 62.041548276350007 22.127107789600004 13.065205089100003 22.594947163200004 16.555386813950005 23.822419043000004 23.864758692950002 93.281431752200021 184.85936449530001 7.8438787148500007 134.98489220775002 6.9501623894500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 4 -4 13 6 -6 -5 11 10 -10 -2 -7 14 -1 16 -16 -17 19 -19 -15 22 24 -24 -22 26 27 28 -20 -30
right_child=1 -3 3 7 5 12 -8 -9 9 -11 -12 -13 -14 20 15 17 -18 18 25 -21 21 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.035660159679378932 0.0024009196666140882 0.0024791222128707283 -0.0034878404393239078 -0.0020107379751496709 -0.00017816434890607531 0.0002946155129811759 0.005773887568190369 0.00011135141158535487 4.0123656446003928e-05 0.0010613254935660827 -0.0026931763904084333 -0.0004121524900160883 -0.0016536856963705528 0.00031170504812204927 0.018878774178817059 0.1000245176729076 -0.095873449160902818 0.0024081497830312675 -0.06561263342771359 -0.00054913276848772509 -0.0014602929560941311 -0.0017437985535108853 0.0022559742446786805 -0.00092902953955609896 -1.4576886641781048e-05 -0.0013507894574028669 -6.3484397766757175e-06 0.10000953990113425 -0.022242674520814756 0.05342305820997556
leaf_weight=0.0012066864583201156 0.52169524786586341 0.52808965768468219 0.54633418108170584 0.51048849628311277 0.51251776115069125 0.50856925617563808 0.54756921809578785 2.5192729406526428 1.0058260876983811 0.88166756464372653 0.57234650758078931 0.50161855141050182 0.50742559479658667 2.5202486617636177 0.0063705405995092695 0.0015106464270456801 0.0027982139244555476 1.0303585991205211 0.0013062828954310689 1.0041274823124693 1.0149580387937938 1.5509793630815236 0.52857530171970191 0.50323335272923941 2.0004958276597335 0.51765112456755247 21.913981782682029 0.0018135550326405792 0.0010671779620653409 0.001640602931023462
leaf_count=6 28 70 83 69 366 112 71 75 90 33 62 13 16 30 18 3 68 39 99 16 24 49 51 7 32 59 1650 8 658 129
internal_value=5.90596e-07 0.000446163 -4.61307e-05 -0.00074144 2.55708e-05 0.00114687 0.00289626 -0.000246202 0.000137941 -0.000229826 -0.000951146 0.00102198 -0.000678439 -4.58325e-05 4.94669e-05 5.12269e-05 -0.0161425 5.72938e-05 5.11228e-05 0.000948573 -0.000333237 -0.000623581 -0.000194295 0.000702585 -0.000501184 -3.02523e-05 9.33114e-07 0.0273822 -0.00543079 0.023602
internal_weight=42.2657 4.01124 38.2545 3.5761 34.6784 2.07608 1.06009 3.02976 3.48315 2.45984 1.57817 1.02331 1.01599 32.6023 24.4838 24.4826 0.00916875 24.4735 24.4719 2.03449 8.11849 5.59824 4.04726 1.03181 3.01545 22.4375 21.9198 0.00582762 0.00401406 0.00270778
internal_count=4034 296 3738 227 3511 565 437 144 226 185 152 41 128 2946 2753 2747 86 2661 2658 55 193 163 114 58 56 2603 2544 894 886 787
is_linear=0
shrinkage=0.1


Tree=757
num_leaves=31
num_cat=0
split_feature=8 16 12 19 5 5 10 2 6 18 8 9 14 9 13 9 9 17 17 9 9 10 2 0 18 8 10 19 5 5
split_gain=9.93761e-05 0.000144827 0.00013699 9.69694e-05 0.00019792 0.000724768 0.000351242 0.000535826 0.000157393 0.000152397 0.000327423 0.000101098 0.00474952 0.000359505 0.000181946 0.000164169 0.0001486 0.000176381 0.000324501 0.000131272 0.000265383 0.00012895 0.00035703 0.000393432 0.000131047 0.000485747 0.000183635 0.000169901 0.000159048 0.000329032
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 14.451165964200003 24.393336510100003 22.783584484750005 61.977025281250008 156.81164617195003 16.575387281250006 13.327513832500001 8.6432548896500023 198.96357396150003 156.61564208075004 198.16621393750003 117.66037007905001 197.90890142995002 200.84017322135003 194.17433468975003 184.94410812320004 197.55459634620004 197.29115675710003 61.987779113750001 209.01099100540003 86.692020874450009 13.632440008000001 8.1436447804000007 74.916574263050009 12.250988447150002 23.314013922700003 22.387336278850004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 5 6 -5 9 11 -8 -11 13 -13 15 16 19 17 18 -14 20 21 22 23 -4 28 26 -26 -28 29 -23
right_child=-2 -3 3 4 -6 -7 7 -9 -10 10 -12 12 14 -15 -16 -17 -18 -19 -20 -21 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.02047669583960347 -0.0013393471810478135 0.0015962218581259424 -0.0040454833225858364 -0.0022694345570952097 -0.0014637543272391505 0.0040159787735985107 0.00049329784753904423 0.0033888546044582948 -0.0013864225217265185 -0.0027410372675059054 0.00081593798326601145 0.094786955023713995 0.00013267299020717707 -0.0027928475792307326 0.0013928934442441975 0.0016246028183631665 -0.00012554603797928062 -0.00017837144031177671 0.0024256224619402947 -0.0012973764037527121 0.0021126811278094947 0.00019532166918944513 0.0010882689470097563 -0.00012944589844468877 0.0016016700746038022 -0.0033771217420810861 5.1842314661592575e-05 -0.0020596261842292258 -0.00056760371097238553 0.002866891554254564
leaf_weight=0.003268115672198201 0.54634400185854914 0.57355424926936294 0.52739552853520544 0.52318837328266177 0.51248489277368214 0.55008328675002083 2.0217126240895604 0.54602359682132817 0.87359025264174661 0.5282524035683307 0.5073304062243551 0.0052971616423701509 1.5019716940816512 0.52990466161486516 1.0135825134348113 0.50894717659611011 15.739534904994535 2.0067266759347149 1.0477526394587355 1.0159301347639473 0.51257119933234285 4.0458854541094675 0.51382055382098846 0.49956716948934954 0.53489466688364062 0.52825153150479387 1.50571781860107 0.51022624546457329 2.0110079485424892 0.52028846721724864
leaf_count=12 201 49 123 39 50 72 58 74 368 33 8 4 17 38 10 11 1133 44 36 26 15 261 62 3 245 49 685 199 69 40
internal_value=5.84437e-07 1.8132e-05 -3.86617e-06 -2.2399e-06 0.000401867 0.000606312 0.000151787 0.000503339 -6.05647e-05 -1.2005e-05 -0.000998481 -2.75465e-05 0.000108875 -0.000238802 8.53399e-05 -0.000136539 2.00406e-05 0.000522947 0.00107491 -0.000206974 -0.000112371 -0.000214228 -0.00106378 -0.00214052 -7.86697e-05 -0.000617085 -4.55108e-05 -0.000482561 0.000173388 0.000499731
internal_weight=42.2651 41.7188 41.1452 41.1419 5.18908 4.67659 4.12651 3.60332 35.9529 3.0573 1.03558 35.0793 21.3149 13.7644 21.3096 13.2345 20.296 4.55645 2.54972 12.7256 11.7096 11.1971 1.54078 1.02696 9.65627 3.07909 2.55084 2.01594 6.57718 4.56617
internal_count=4034 3833 3784 3772 334 284 212 173 3438 99 41 3070 1244 1826 1240 1788 1230 97 53 1777 1751 1736 188 126 1548 1178 1129 884 370 301
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=19 12 6 15 9 13 13 17 9 9 16 3 12 9 9 13 3 5 15 18 12 5 16 18 13 18 3 3 18 0
split_gain=9.09696e-05 0.000254741 0.000136396 0.000116816 0.000373497 0.000162869 0.000364202 0.000323277 0.000805415 0.0001423 0.000205074 9.81257e-05 0.000681459 0.000262734 0.000554168 0.000255367 0.000113471 0.000156342 0.000281319 0.000136583 0.000439367 0.000414425 0.000653782 9.09802e-05 0.000428696 0.000421746 0.00046415 0.000115255 0.00280404 0.00769906
threshold=14.651182102100002 49.885988093600005 16.415383542800004 45.169600924000008 195.41812862360004 117.63886241405002 117.61735474900001 188.19076296340003 205.22231928645002 198.96357396150003 22.744946812400002 93.216908757050007 190.69347001700001 197.55459634620004 184.85936449530001 117.55283175385001 93.14163192940002 22.213482503200002 42.246988155050012 13.545319032100002 63.174563425750001 20.849573174100005 22.584947186600004 13.975517741000003 116.72209819155002 14.266702464150002 92.781378539900018 84.812788641250009 14.493864790000002 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 -1 -2 5 -5 6 11 9 -9 10 -7 15 13 14 -13 16 17 19 -19 21 -21 -3 -23 24 -22 26 -25 -27 -29 -30
right_child=2 3 -4 4 -6 7 -8 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 20 23 22 -24 25 -26 27 -28 28 29 -31
leaf_value=0.04013631967999725 -0.00025419717186397212 1.9920628547142769e-05 0.0020320722963319353 -5.435717567473576e-05 -0.0030172393874435626 -0.0023190967071631484 -0.0026949849669915941 0.0047552836462125166 0.00030814017744312913 0.00084049355406624979 1.3792912680208401e-06 -0.00020933706850218586 -0.0038192000096608 -0.00082249961245100525 0.0034850348114577067 0.0013029160628973344 0.0014458868423930203 0.002794370634435106 -0.00050726573015759293 0.048507450876891456 0.0029862535843493188 0.00017747279228446955 -0.004847440870660618 -0.0040482734581142781 5.4334862929622891e-05 5.8429771495646352e-05 0.00014581205091032158 0.00040152381829224683 0.0031446748205700217 -0.096973640104239284
leaf_weight=0.0015794872564204301 0.50713491012618195 2.5087242891814805 0.53752605907902762 2.0189611567647989 0.53905551818117547 0.52131469917819773 0.5165574577897577 0.55815028997676597 1.5062915998220203 1.0100576021546315 1.4134988897021683 1.5113821936077472 0.53036370822337531 2.0105717802642156 0.55518076249427384 1.5391830536082114 0.51698028883269742 0.52017935173181473 0.51217132602841886 0.00186668164678394 0.54831738139658526 0.51321533757491467 0.52257275814190507 0.55777677058017505 5.5118986090528779 14.19625403096753 0.50075915995694231 0.54096829924545509 0.024203052638098552 0.011251588011372573
leaf_count=13 14 64 63 79 131 113 22 54 32 30 27 406 147 63 76 45 13 62 36 4 141 41 15 142 81 1696 3 146 135 140
internal_value=6.29361e-07 -2.27267e-05 0.000922193 -2.42657e-05 -0.000678731 1.90387e-05 -6.01538e-05 0.00055102 0.00151049 -0.000121595 -0.000623848 -1.90767e-05 -0.000447276 -8.64787e-06 0.000783153 5.00849e-05 -2.1369e-05 -5.00255e-05 0.00115636 -9.89845e-05 -5.74908e-06 -0.00067487 -0.00235768 -9.8858e-06 0.00031961 -0.000136017 -0.00206419 2.14577e-06 -0.00138403 -0.028628
internal_weight=42.2639 41.2193 1.04466 41.2177 2.55802 38.6597 33.6504 5.00931 2.06444 2.94487 1.93481 33.1338 4.6075 4.07713 2.06656 28.5263 26.9871 26.4702 1.03235 25.4378 21.8933 3.54451 1.03579 21.8914 6.06022 15.8312 1.05854 14.7727 0.576423 0.0354546
internal_count=4034 3957 77 3944 210 3734 3478 256 86 170 140 3456 692 545 482 2764 2719 2706 98 2608 2488 120 56 2484 222 2262 145 2117 421 275
is_linear=0
shrinkage=0.1


Tree=759
num_leaves=31
num_cat=0
split_feature=8 16 12 7 18 9 13 18 18 7 17 6 0 9 0 5 2 13 16 9 0 5 15 3 17 14 7 18 6 4
split_gain=8.54914e-05 0.000116638 0.000150684 9.34547e-05 0.000852807 0.0147829 0.00612895 0.000419633 0.000513356 0.000311321 0.000188672 0.000483961 0.000185383 0.000365621 0.000132654 0.000130697 0.000369466 0.000172254 0.000161187 0.000299203 0.000744728 0.000168879 0.000135425 9.83204e-05 9.89176e-05 0.000579587 0.0134558 0.0017574 0.00485382 0.000208571
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 23.109894804950002 13.314799198000001 190.73543849905005 117.41840884735002 13.24088655595 13.142272494650003 23.150522195450005 188.19076296340003 16.405383309150004 86.103248543850015 184.85936449530001 86.565663342300013 21.955793948900006 173.34516805710004 117.46680109370001 22.634947069650003 206.57490536735003 85.925810307250018 24.041678002600005 38.483556206400003 93.281431752200021 191.08747234645003 216.04581652670001 25.488090539850003 14.444150028100003 14.815346158200002 171.27730165960003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 10 -5 12 -12 13 -4 -14 22 -17 -18 19 20 -19 -20 23 24 25 -11 27 -27 -29 -26
right_child=-2 -3 3 9 5 6 -8 -9 -10 15 11 -13 14 -15 -16 16 17 18 21 -21 -22 -23 -24 -25 29 26 -28 28 -30 -31
leaf_value=-0.021595819079262616 -0.0012419969036301624 0.0014339336131548659 -0.00020494845474781096 0.002485382027575598 0.00032659829916954671 -0.018756889928004304 -0.10036917709115196 0.0026946064050988785 -0.003228524488457684 -5.3318794709144961e-05 -0.00094194359379480238 0.0033789750935302948 0.0012456629653607887 -0.0031722913192069827 -0.00023247976266399189 0.0017856184586749566 0.001770215526229784 2.8788067511395809e-05 0.0014155983538496606 0.000634845430645197 -0.0045822998577983417 -0.00024898390857462454 -0.0016834405820449088 -0.001007352072490532 0.002028946495695814 -0.10060431077121419 -9.4760182624212676e-05 -0.10009640728553711 0.048131258695750578 6.1270963592688932e-05
leaf_weight=0.0032315472118388247 0.54660221305534307 0.57280864519998331 1.8702343750991222 0.52541080047872313 0.5109620012248931 0.016315016484895722 0.02110564482387825 0.52600958731043146 0.52870650752579429 6.0795503665032298 0.51129859692596791 0.52575936278345836 1.0171454768569679 0.53373893414254814 1.5061957193496851 1.5345083013997687 0.51868781512358442 1.0038640175070574 1.0213358527198582 1.0090151523891107 0.53796105682704354 1.5114671642413666 0.51151220088735172 1.0089754346918187 0.55609507326084795 0.01381773176975987 0.50853855642206935 0.0059019823872898912 0.0035307257203385234 17.221378216960996
leaf_count=12 201 49 552 29 258 19 29 64 67 347 19 49 18 65 36 25 71 40 28 15 50 26 49 10 108 31 263 131 5 1368
internal_value=5.09696e-07 1.67906e-05 -2.93982e-06 -1.24366e-06 -0.0003187 -0.00411664 -0.0647871 -2.19767e-05 -0.000242049 7.03152e-05 2.26842e-05 0.00124864 -0.000235345 -0.000863769 0.000363352 3.19173e-05 0.000410837 3.42766e-05 -0.000142843 -0.000703937 -0.00158008 0.000422248 -7.24578e-05 -4.00126e-05 6.63184e-09 -0.000330235 -0.00349601 -0.0778889 -0.0446138 0.000122822
internal_weight=42.2617 41.7151 41.1423 41.139 7.56747 0.548383 0.0374207 7.01909 6.49308 33.5716 5.96437 1.03706 4.92731 2.40397 2.52334 33.0461 7.13684 5.60233 5.08364 2.55084 1.54183 2.5328 25.9093 25.3978 24.3888 6.61134 0.531789 0.0232504 0.00943271 17.7775
internal_count=4034 3833 3784 3772 1176 306 48 870 806 2596 739 68 671 617 54 2567 255 230 159 105 90 54 2312 2263 2253 777 430 167 136 1476
is_linear=0
shrinkage=0.1


Tree=760
num_leaves=31
num_cat=0
split_feature=19 14 15 17 7 15 18 5 2 6 4 18 18 14 7 19 6 5 9 17 9 6 15 6 7 5 17 6 3 6
split_gain=8.30704e-05 0.000504989 0.000132778 0.000376387 0.000212519 0.00015476 0.0004482 0.000919349 0.000261353 0.000170212 0.00043757 0.000144245 0.000584543 0.000372912 0.000219922 0.000152884 0.000147242 0.000143207 0.000128497 0.000593289 0.000214995 0.000566453 0.000209357 0.000116366 9.43631e-05 0.000470927 0.000156129 8.73737e-05 0.000294365 0.000239583
threshold=14.651182102100002 121.25703220415001 45.169600924000008 192.41413881610001 23.203497038450006 41.492094664050008 13.258241318650002 23.545618314050007 125.56293566760002 16.465384711100004 273.85977434290004 13.276755824150003 13.142272494650003 143.06733454090002 22.938075114600004 14.451165964200003 16.425383776450001 20.444185446200006 190.73543849905005 187.61467154115005 197.90890142995002 16.565387047600002 34.139075990150012 16.415383542800004 23.261955272900003 21.955793948900006 191.24148878695004 15.975373262050001 93.090551224900011 14.980350013450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 9 8 -8 -7 11 18 12 16 -13 -15 24 17 -3 19 22 21 -20 -11 -2 26 27 -16 29 -29 -26
right_child=23 2 3 -5 -6 6 7 -9 -10 10 -12 13 -14 14 15 -17 -18 -19 20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.060038579570894146 -0.00020459660671259892 0.00037995757756072933 -0.0018506491896278993 -0.0030891456062404113 0.00049929670950015815 0.00053299262932898816 0.0051221172302220175 0.00037740901313967749 -0.0015619824805355009 0.00059206210686179911 -0.003267142200365337 0.032306934328074063 0.0037655749100137942 -0.0020576610818058834 0.00030590982055189839 0.0016970190112982363 0.00087775305690028526 -0.0019808555840950056 -0.0040598848927059419 0.0032884013320461543 -0.00019992958363417585 0.00059780028090860215 -0.0022828417095990239 0.0019081134589420798 -3.1437388926632434e-06 0.0030194350285683486 -0.0021762791054235095 0.0026086566071564544 -0.00030992820284776826 -0.001565154714460496
leaf_weight=0.0013998585768594243 0.50730075591655921 0.50599872100943233 0.51667649616292299 0.53204285560635556 1.5082521879648991 1.4180616889352653 0.55808488218588292 1.5223573451619357 1.0265686362509425 0.50535735712460261 0.5130695212908013 0.0035721234162399132 0.52507067131324436 0.51072140203215965 0.50386279782439725 0.5439301692213111 1.0181002383051379 0.52203644902281066 0.52975419082213171 0.52679997662198719 5.5300893186798392 0.51489684818362491 0.50786090432666242 0.53631580445744476 17.767868815128701 0.51923297105796251 0.50978875241909627 0.52744584450192533 1.0022027887898728 1.0393904550001014
leaf_count=12 14 29 80 116 14 21 74 35 36 366 130 9 68 238 32 63 30 152 26 32 127 19 15 63 1993 34 28 99 7 72
internal_value=3.40361e-08 -2.22788e-05 -2.43191e-05 -0.000722214 -0.00010031 2.18491e-05 0.000571364 0.00165019 -0.000346746 -5.10138e-05 -0.000434949 7.88934e-05 0.000789129 -7.54248e-07 -5.78848e-06 4.09657e-05 2.53257e-05 -0.000818864 -0.000255879 0.000566335 -0.000448469 -0.00176416 -0.000848942 0.000881128 -2.22501e-07 4.55712e-05 -0.00094244 -3.03562e-05 0.000696444 -8.94689e-05
internal_weight=42.2541 41.2105 41.2091 2.55697 2.02493 38.6521 4.52507 2.08044 2.44463 34.1271 8.62783 25.4992 2.57121 22.928 22.9244 22.4137 2.04614 1.02804 8.11476 1.54002 6.57474 1.04465 1.01322 1.04362 21.8698 20.8561 1.01365 20.3369 1.52965 18.8073
internal_count=4034 3957 3945 210 94 3735 166 109 57 3569 715 2854 279 2575 2566 2328 211 181 585 413 172 45 381 77 2265 2205 60 2171 106 2065
is_linear=0
shrinkage=0.1


Tree=761
num_leaves=31
num_cat=0
split_feature=8 19 5 15 4 4 9 17 12 16 5 19 17 16 7 16 5 7 9 9 9 15 15 2 17 17 14 12 16 13
split_gain=0.000121484 9.50707e-05 0.000191792 0.000420964 0.00022141 0.000393459 0.000263401 0.000653257 0.000153602 0.000626531 0.0011857 0.00143429 0.00162011 0.00105419 0.00101769 0.000221766 0.000132584 8.68636e-05 7.5612e-05 0.000270222 0.000182545 0.000247895 0.000291001 0.000207503 0.000186377 0.000338461 0.000183952 0.00019097 0.000196051 0.00113381
threshold=8.8430989333000021 14.451165964200003 24.393336510100003 42.713473568600008 278.29044475435006 234.39952089600004 192.39832633775004 188.19076296340003 63.174563425750001 12.604970524100002 13.154029769200003 11.950964240300001 239.21206428850002 9.719977270450002 22.671301016600001 17.874958200600002 21.336111252450003 25.848736900700004 198.96357396150003 198.16621393750003 200.95377551580003 44.891409666300007 41.800301886400014 62.922191810850009 194.17433468975003 183.58889821140002 170.49106629835003 106.61257222060001 17.809958352600002 98.816967042750022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 -3 -1 13 11 -11 14 -10 -13 -14 -8 -16 19 -12 24 22 23 -22 25 -20 -25 -28 29 -29
right_child=-2 2 -4 -5 -6 -7 16 -9 9 10 18 12 15 -15 17 -17 -18 -19 20 -21 21 -23 -24 26 -26 -27 27 28 -30 -31
leaf_value=-0.021954526587060097 -0.0014822921904961515 -0.0010942463414877538 -0.0014434953702726655 0.0032235449584797405 -0.0016666580621396592 0.0030036574426580815 -0.0012919647900988154 0.0039236943584858739 0.023742356326726603 0.094168932841242711 -0.00013574309823455015 0.034536990695319868 0.03767205751753331 -0.10000910773451571 -0.058989439739961395 0.1000184447176123 0.00017504603610958596 -0.10001015554826309 2.0957013598084365e-05 -0.0024352108073156368 0.0010131169657642952 -0.0022512424787276514 0.0023149333962969474 -0.0020713817082074122 -0.00014777047137489019 0.0021264531701872778 0.0017385590993849388 0.00031249503778038292 -4.9873898267495802e-05 -0.00496628785370624
leaf_weight=0.0031983688521596268 0.54569888146070766 0.50521056118305219 0.51533920753531948 0.53961752605040203 0.52231350738122717 0.55221005486055208 1.0173024839714346 0.53329940279945731 0.0012004166760700473 0.0029142386541097225 14.110927943012587 0.0012369671106413627 0.0010356799447777121 0.0016137431725973487 0.0010011295740972887 0.0012702795538643841 1.5619574843658481 0.001065753755518567 1.5003860304150323 0.5302576845738266 1.5182007227322163 0.51267125974266115 0.51763401679648247 0.51594048346623722 2.0087731759543033 1.5545041971208773 0.51633282315014994 1.5039586185610017 10.598833238916807 0.55779370215788393
leaf_count=12 201 23 53 73 73 38 22 60 495 121 1133 69 32 433 130 13 26 95 9 36 45 29 33 65 43 40 20 20 383 209
internal_value=9.35058e-08 1.94887e-05 0.000397146 0.000578448 0.00027426 0.00051737 0.000137868 0.00148258 -4.08685e-05 -3.89193e-05 -3.52264e-05 0.0372566 0.00769125 -0.0472213 -0.0372054 0.0720167 -0.000403567 -0.0801411 -4.40695e-05 -0.000219023 7.61613e-05 -8.72814e-05 -1.67478e-05 -9.60952e-05 0.000600393 0.00109235 -0.000219079 -0.000146553 -0.000223433 -0.00111565
internal_weight=42.2537 41.708 5.74725 5.23191 4.69229 4.16998 3.61777 1.03851 35.9608 35.9576 35.9547 0.00852405 0.00560981 0.00281416 0.00330385 0.00230596 2.57926 0.00206688 35.9462 14.6412 21.305 16.2414 15.7287 15.2111 5.06366 3.05489 13.6929 13.1769 12.6606 2.06175
internal_count=4034 3833 368 315 242 169 131 83 3465 3453 2525 460 339 928 294 45 48 225 2065 1169 896 804 775 742 92 49 697 632 612 229
is_linear=0
shrinkage=0.1


Tree=762
num_leaves=31
num_cat=0
split_feature=8 19 15 17 7 5 17 0 3 15 17 5 15 13 6 19 18 9 15 3 6 5 18 18 12 15 9 9 9 4
split_gain=9.83142e-05 0.000108842 0.000145857 0.000347768 0.000168418 0.000128758 0.00158658 0.000202756 0.000289906 0.000125819 0.000465039 9.74463e-05 9.68013e-05 0.000164544 9.62659e-05 0.000303738 0.000120342 0.000369264 0.000447357 0.000103185 0.000207623 0.000626549 0.000116333 0.000214535 0.000152911 0.000907091 0.000118371 0.000172539 0.000124339 0.000118265
threshold=8.8430989333000021 14.651182102100002 45.169600924000008 192.41413881610001 23.203497038450006 22.649179082500002 192.94032447935004 86.20003303655001 93.69276584615001 39.883592142850006 191.58460912770002 21.089169479000002 39.296024648600003 117.66037007905001 16.455384477450004 14.451165964200003 13.043896815850003 199.17419511990002 37.408632939650005 93.394346993650018 15.975373262050001 21.454033346250004 14.444150028100003 14.420596409350003 94.328280857900012 22.820574949650005 203.36975145060003 214.31567825310003 199.89081775665002 211.80194051865001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 9 7 8 -7 12 -11 -3 13 14 15 19 -16 18 -18 20 22 -22 23 26 25 -24 28 -28 29 -1
right_child=-2 11 3 -5 -6 6 -8 -9 -10 10 -12 -13 -14 -15 16 -17 17 -19 -20 -21 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00091318481873507967 -0.0013328104418276006 3.2318681547567167e-05 -0.0017026838582509187 -0.0030159158793704719 0.00039202281452131596 -0.0026715782094557908 0.0056003733778164436 0.00088390981485855194 -0.00011238321060147997 -1.3740658787926101e-05 -0.0033287071285398591 0.0019749111288797586 0.0013737291897513023 0.0017664749443801466 0.00027499512052085403 0.0023771649324290903 -0.0043326371177405901 -0.00016239753023197047 -0.00019910986350427616 -0.0014008603468692443 0.0039610868249058181 -3.7343057773774803e-05 -0.00071757846224252244 -0.0023687996490398778 -1.2727447307675277e-05 0.0043715062965932168 -0.0024842224464067661 0.00011053036971799026 0.0014446618109592675 0.00016179859537321633
leaf_weight=1.5495863583685943 0.54618250453462636 0.50233513629063853 0.51499926766685566 0.53155142947577205 1.5070578823033427 0.52148368030611747 0.5468015035108208 1.5297032584882329 2.9276710407662998 2.0189222869830683 0.53541368595297578 0.53138984655345212 0.52096621306463831 0.51726695010074664 2.0115881775273001 0.55446027774541917 0.53279502822118707 3.5159160772140012 0.51481608189351391 0.50838387875555469 0.52924196608000729 1.5101783033351237 1.0092516957692215 0.51114977481900581 11.168400854985181 0.53638999125132603 0.52424322450087835 0.50134391349274665 0.50895191140079976 3.0140228128430935
leaf_count=137 201 6 67 111 13 22 73 47 544 32 90 40 21 31 18 92 34 54 10 86 107 16 70 13 1758 49 105 4 13 170
internal_value=1.39793e-07 1.7596e-05 -8.15828e-06 -0.000739814 -0.00014148 4.08557e-05 0.000487219 -7.43315e-05 -0.000499312 -3.48179e-05 -0.00070859 0.00103091 2.24757e-05 -1.37274e-06 -3.29047e-05 6.57486e-05 -0.000369379 -0.000653418 -0.00230134 7.15136e-06 4.06588e-05 0.00100027 -6.06208e-05 -0.00040093 0.000116286 0.00104851 -0.000235982 -0.00121581 -3.78765e-05 -0.000203215
internal_weight=42.2525 41.7063 40.6726 2.55361 2.02206 38.1189 5.52566 4.97886 3.44915 32.5933 2.55434 1.03372 30.039 29.518 29.0007 22.4256 6.57512 4.56353 1.04761 21.8711 21.3628 2.03942 19.3233 6.6093 12.714 1.54564 6.09815 1.02559 5.07256 4.56361
internal_count=4034 3833 3787 191 80 3596 686 613 566 2910 122 46 2788 2767 2736 2620 116 98 44 2528 2442 123 2319 442 1877 119 429 109 320 307
is_linear=0
shrinkage=0.1


Tree=763
num_leaves=31
num_cat=0
split_feature=14 14 6 15 5 6 4 18 7 18 0 6 3 17 15 5 19 18 7 15 18 18 16 0 12 6 7 9 6 6
split_gain=8.00496e-05 0.000342147 0.000182954 0.000131443 0.000528188 0.0188549 0.00215679 0.000896015 0.00190082 0.000316144 0.000125796 0.000275677 0.000489806 0.000103439 0.0030022 0.00522693 0.0025037 0.00260139 0.00263839 0.00190941 0.00242736 0.0020861 0.00114734 0.000641065 0.00109202 0.000974769 0.000598376 0.000346065 0.0001106 0.00010674
threshold=287.36199315565005 289.25304191355002 16.515385879350003 43.890399822900008 22.938948824900006 16.565387047600002 244.52697497700004 12.697414448800002 21.147833206800005 13.303774303900001 85.791387400750025 16.525386113000007 93.910530954700008 199.03437346465003 46.683480308100009 23.389417063900002 14.751190171100001 13.843998451900001 24.081116689550004 43.890399822900008 14.420596409350003 14.522586764600002 22.614947116400003 96.851704149400021 327.59572666555005 13.65531905435 28.8637720374 204.68881850780005 16.495385412050002 16.445384243750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 13 4 7 6 10 8 -1 -5 11 12 -6 28 15 16 17 -15 -19 20 -20 -22 23 24 27 26 -25 -23 29 -3
right_child=1 2 -4 9 5 -7 -8 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 18 19 -21 21 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.02934538423418076 -0.002826757707655992 -0.0001330014286477308 -0.0018790829596101171 -0.0027889988922537136 0.10003533026098158 -0.00033974409161790451 0.042201825164678214 2.6990984391066244e-05 -0.10004116607682445 0.00069418117708761138 0.10006546178032034 0.10003783369707818 0.017002072162618311 0.10002008027440697 -0.00060483067667738317 0.088451431640232642 -0.10014785770702879 -0.10016546706669696 0.073452420068064156 -0.074542261029641579 -0.1000858964713596 -0.025806899450049093 0.10000535242329625 -0.055603599646868285 0.057879522594390942 0.085557580418756052 0.044292995788253742 -0.10004842825137635 0.00057356434931714448 -0.0018007680459375876
leaf_weight=0.0020031457859762672 0.51058476233063377 1.5140881373368995 0.51268989242948304 0.52368205985590888 0.0014638302964179442 0.89104214843872898 0.012244764877306746 35.165862903532698 0.0026211895019514486 0.51864262722775356 0.014526711194775999 0.0042098449973910768 0.0013803310546744996 0.0030922759578970579 0.50993634198245119 0.010532083450540283 0.0020750136463902882 0.0022646577704656104 0.0064658215760573503 0.0021726248814957208 0.0018674895620733887 0.0011738695377205843 0.0013781357192783616 0.001402422431969981 0.0010018983234516554 0.0017060766315353249 0.0010474672887789624 0.0013498476044015995 1.5152087482691987 0.51404524067252655
leaf_count=68 76 481 120 63 2 454 27 1954 18 30 9 7 45 6 41 20 3 16 38 8 6 12 15 159 35 13 198 31 25 54
internal_value=1.87881e-07 -0.000370732 -9.8329e-05 5.12659e-05 8.32354e-05 0.00244218 0.0757246 2.12029e-05 -0.0439942 -0.00105583 0.0947452 0.0837888 0.0597376 0.000124848 0.00140413 0.0287009 0.00539156 0.0141786 0.00201911 0.0138466 0.0248876 -0.00384907 0.0159883 0.000915026 -0.0304499 0.0275227 -0.0128921 -0.0655161 -7.28076e-05 -0.000555709
internal_weight=42.2518 5.11408 4.6035 37.1377 36.0954 0.924868 0.0338255 35.1705 0.00462434 1.04232 0.0215807 0.00705401 0.00284416 4.09081 0.547466 0.0375297 0.0269976 0.0249226 0.0218303 0.0195657 0.017393 0.0109272 0.00905972 0.00768158 0.00352562 0.00415597 0.00244989 0.00252372 3.54334 2.02813
internal_count=4034 1357 1281 2677 2584 544 90 2040 86 93 63 54 47 1161 601 560 540 537 531 515 507 469 463 448 78 370 357 43 560 535
is_linear=0
shrinkage=0.1


Tree=764
num_leaves=31
num_cat=0
split_feature=8 19 15 9 5 17 3 0 9 17 15 17 2 18 7 2 19 15 16 16 15 2 18 19 9 13 9 6 15 9
split_gain=8.19701e-05 8.36345e-05 9.77207e-05 0.000387499 0.000106425 0.00126463 0.000215119 0.000400718 0.000268129 0.000477288 0.000104172 0.000385139 0.000105427 0.00158639 0.00369054 0.00138297 0.000124786 0.000734417 0.000263135 0.000194527 0.00045899 0.000146585 0.000121722 0.000512788 0.000101273 0.000413218 0.000130759 8.1e-05 7.75442e-05 0.000424756
threshold=8.8430989333000021 14.651182102100002 45.169600924000008 195.41812862360004 22.649179082500002 192.94032447935004 93.499196860750018 85.791387400750025 202.49517884540003 191.08747234645003 39.883592142850006 191.58460912770002 213.11064599365002 12.867440043550003 22.061824394000002 53.810443956900009 14.351157895250003 37.870720399650004 22.594947163200004 22.624947093000003 36.346245650200011 41.467794892200004 13.712081531300003 14.251149826300002 196.26893085885004 103.54865335235002 198.49982034990003 16.415383542800004 24.006097767650004 206.75106037490002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 8 -8 9 -6 12 -12 13 14 15 -1 18 19 21 -18 -21 -15 23 -23 25 -24 -26 -3 29 -28
right_child=-2 27 3 -5 5 -7 7 -9 -10 -11 11 -13 -14 16 -16 -17 17 -19 -20 20 -22 22 24 -25 26 -27 28 -29 -30 -31
leaf_value=0.033023597611690124 -0.0012166160641913593 2.2636609170462921e-06 2.9339653129498071e-05 -0.0029959679875995212 0.0039615513955311736 0.0050182017375026335 -6.8402259170952928e-05 -0.0031352814897584909 -0.00043633073455976319 -0.00033425810851212749 -1.4971562376003855e-05 -0.0030296794124986069 -0.001409337970555997 -0.022774567091618972 0.070066555278452319 -0.094615423038540647 -0.00027706386479798602 0.0039364795666282483 -0.00087373448736306281 0.0034461360548320042 -0.00019794963712691291 0.0034731020889719427 6.3947244855558927e-05 -0.00014278004741783508 0.0016155250544486448 -0.0030348634471095985 7.8161555379055285e-05 0.0017741321561533093 0.00015446812063347407 -0.0029649580893125931
leaf_weight=0.001324690547328978 0.54621153801166045 0.50625237685682012 2.0198957625129244 0.53565768729981655 0.52832112000367215 0.54391291438326383 2.4250475785296159 0.5168335398484486 1.0020136670209465 0.50667880981927738 2.018902695544968 0.53634530891530241 0.50917775613741412 0.0028101479838572576 0.0089683329412721946 0.0023633325841546649 4.0465651465538022 0.54382056245958654 3.5323610687119062 0.52433394199761085 1.0142102610261643 0.53024086889818911 2.0081822291721489 1.5065371516757295 0.53517983363627664 0.54767528021298506 3.0447617505794202 0.52613594458671287 11.138050777824899 0.54002082539523621
leaf_count=9 201 12 79 112 42 73 540 16 5 10 32 90 663 5 15 68 133 47 39 42 21 104 592 14 49 126 157 34 412 292
internal_value=4.70834e-07 1.6412e-05 -6.15091e-06 -0.000604781 3.39867e-05 0.000439915 -6.02336e-05 -0.000607196 0.000729696 0.00185856 -3.47994e-05 -0.000647757 1.73457e-05 4.19477e-05 0.0354382 -0.0487691 2.67693e-05 0.000428418 -7.84944e-05 8.68392e-05 0.00104395 6.29961e-05 6.62291e-05 0.000798554 -1.75025e-05 -0.000600073 8.00835e-05 0.000905261 2.42696e-05 -0.000380262
internal_weight=42.2488 41.7026 40.6702 2.55555 38.1146 5.52281 4.97889 2.94188 2.03701 1.035 32.5918 2.55525 30.0366 29.5274 0.0126564 0.00368802 29.5147 6.12893 23.3858 5.58511 1.53854 19.8535 19.8506 2.03678 17.8139 2.55586 15.258 1.03239 14.7228 3.58478
internal_count=4034 3833 3787 191 3596 686 613 556 57 52 2910 122 2788 2125 92 77 2033 243 1790 196 63 1751 1746 118 1628 718 910 46 861 449
is_linear=0
shrinkage=0.1


Tree=765
num_leaves=31
num_cat=0
split_feature=16 17 10 5 15 12 17 5 9 17 2 5 3 2 2 6 18 2 2 6 0 13 3 13 18 4 13 4 18 16
split_gain=7.01604e-05 0.000299538 0.000446803 0.000434783 0.000232592 0.000733689 0.000481957 0.000253449 0.000200755 0.000158685 0.000588788 0.000773685 0.00015268 0.000843138 0.000143851 0.000136157 0.000104329 0.000396822 0.000306376 0.00945769 0.000878894 0.000357511 0.00257578 0.000934849 0.00117049 0.000741129 0.000682384 0.000528814 0.000334207 0.000241126
threshold=22.624947093000003 199.03437346465003 62.095317438950012 20.603398083600002 43.890399822900008 251.89085751685002 162.13109061465002 23.195398057700004 201.61239113610003 188.19076296340003 176.84505046235003 20.971847224900007 93.281431752200021 103.92649527695001 96.242542698950004 16.495385412050002 13.712081531300003 41.467794892200004 185.01730422545003 16.165377701450002 86.89903215050002 115.51498049095001 86.272621406050021 109.96062599345002 15.534338342150003 290.29001804785008 100.63167628080002 325.47117591905004 15.724500043600001 22.534947303500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 9 -4 6 -6 -1 12 -7 -2 11 -11 16 14 -14 -12 29 -18 -19 21 -21 22 23 24 25 -20 -26 28 -28 -8
right_child=1 -3 3 -5 5 8 7 -9 -10 10 15 -13 13 -15 -16 -17 17 18 19 20 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.065887325111421119 -6.3240749369293788e-05 0.0025357627741108809 0.00022429317590535926 -0.0038881785301081088 -0.0043049282557779929 0.0008278028748953944 0.001733994790411413 0.0021809587979507005 -0.0016088884767970905 0.00066256631767577648 0.00059446081191107082 0.0053035825674952221 -0.00050797037056150276 -0.0042151980113145221 0.0018539313837205489 -0.00074226423927763695 0.046469298614443579 -4.3893817010077818e-05 0.0088539558170063117 -0.045523450632856628 -0.097179122512799046 0.00025254265162105987 -0.075214119233157462 0.094868719037032576 -0.026428552527310096 -0.10003359859111671 0.099809743189382877 -0.0066718087309355391 0.036312747886186603 9.7497090736510473e-05
leaf_weight=0.0011103381851346175 5.4666209455298489 0.52837025151893691 0.50096302860765607 0.52806587592847798 0.53165296088428449 1.0095759506427286 1.0584366436799921 0.52187014258105691 0.50837415679760067 1.0144896025594787 1.5157075594063871 0.55610054503654271 0.51656825977276832 0.5369891844602307 0.51488584082107991 1.5323967625261046 0.0018290889274784608 18.840902035662573 0.0010610394829710275 0.0048596918716157242 0.010222432657883473 0.5041515851398799 0.0048832261912104867 0.0012237517548783225 0.0019128307433589221 0.001521336013493654 0.0015627893945975302 0.001424922698461506 0.0017651676539571781 6.028259117520065
leaf_count=350 154 80 20 34 71 31 209 449 42 17 45 68 45 56 10 51 4 1351 24 16 39 22 30 3 461 175 9 67 48 53
internal_value=4.93835e-07 0.00020943 9.88373e-05 -0.0018861 -7.89893e-05 -0.00110798 -5.1323e-06 -2.57046e-06 1.17346e-05 0.000301365 0.000732908 0.00230582 -4.32204e-05 -0.00100186 0.000671054 -7.75612e-05 1.3595e-05 -0.000106479 -0.000110876 -0.00247158 -0.0805349 -0.000205277 -0.0152368 0.0127318 0.001863 -0.0552942 0.0240064 0.0443043 0.0661306 0.000341917
internal_weight=42.2478 11.6427 11.1143 1.02903 30.605 2.0496 28.5554 28.5543 1.51795 10.0853 4.61869 1.57059 28.0325 1.56844 1.03145 3.0481 26.464 19.3773 19.3755 0.534589 0.0150821 0.519507 0.0153551 0.0104718 0.00924809 0.00258238 0.00666571 0.00475288 0.00332796 7.0867
internal_count=4034 469 389 54 3565 144 3421 3071 73 335 181 85 2622 111 55 96 2511 2249 2245 894 55 839 817 787 784 199 585 124 57 262
is_linear=0
shrinkage=0.1


Tree=766
num_leaves=31
num_cat=0
split_feature=13 5 6 17 17 5 17 7 9 5 15 8 19 16 3 0 2 16 0 10 13 7 7 6 5 9 9 10 6 2
split_gain=8.08596e-05 0.000229323 0.000255062 0.000207617 0.000941035 0.000245546 0.000341203 0.000878423 0.000248915 0.000195487 0.000575308 0.0122595 0.0041707 0.00253126 0.00410867 0.00105411 0.000241723 0.000226278 0.000961993 0.000227765 0.000222154 0.000208935 0.000251537 0.000177609 0.000154126 0.000152652 0.000191161 0.000469951 7.69977e-05 6.61526e-05
threshold=117.56896250265002 20.305669781650003 16.405383309150004 188.19076296340003 189.50863627480001 21.336111252450003 193.10154186985002 23.626037400350004 196.14870163055002 20.911722254300006 37.050691080100002 8.543332867800002 14.651182102100002 22.534947303500005 92.90235915575002 85.705356740550016 154.31016903475003 22.594947163200004 85.877418060900013 62.181348099150007 116.35915634395 22.907491544400003 22.814487719050003 16.385382841850003 20.769304081650002 198.96357396150003 187.11236276785004 62.020040611300011 16.455384477450004 49.864842700850012
decision_type=2 2 2 2 2 2 2 2 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 25 -5 -6 8 -8 -7 24 11 12 13 14 -11 20 21 19 -19 28 -16 22 23 -12 29 26 -4 -28 -18 -1
right_child=1 2 3 4 5 6 7 -9 -10 10 16 -13 -14 -15 15 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0011518749789009694 0.0022845890856735764 -0.0020230823294456629 -0.00010254880117845815 0.0046554857921697916 -0.00085186824792836879 -0.00080577816777185657 0.0049998792523453864 -0.00072596957314884384 0.0010044992993808721 -0.10055829449073511 -0.00083756017072249235 -0.00017222400730133836 0.10002299975971585 -0.10026857334527467 -0.031826692025105234 0.098084076638958392 -0.00018960155736558407 0.0010932933498291591 -0.0049786898159949085 0.0015659717846959376 0.025355606708059072 0.0012292025835116496 -0.002224486544801335 0.0018061041880690573 0.0017788552183333095 0.00041834787177002494 -0.0037483737395533159 0.00044590648522990192 -0.0011998924703776088 -3.2239596586365428e-07
leaf_weight=0.51049467482977107 0.51423308475023155 0.52691914619077707 1.8807593963630109 0.52751730700970245 1.5111268530517916 1.5219089537510631 0.54266462681302641 0.52922996051475479 1.516331519502131 0.0046053876686932933 0.50602701829811481 0.51313881663141236 0.0013904183870181433 0.017121090029831976 0.0013648201636597317 0.0016438512793683913 1.5119034181053459 0.5065276276013877 0.53811538636364276 0.52344624075768553 0.001352870266829953 1.5369073953966106 0.51391596914163518 0.51050624078857254 0.51440458816305223 2.0181583666064071 0.56795787406414999 0.50436986552085727 1.5055914024313208 20.864870294337642
leaf_count=23 15 58 126 27 22 35 50 69 23 67 30 64 2 18 337 54 21 34 88 110 138 34 15 15 40 60 45 4 24 2386
internal_value=3.632e-07 0.000217962 0.000126716 0.000228584 0.000617107 0.000238132 0.000638881 0.00217284 9.7699e-05 -8.76009e-05 -0.000504259 -0.00365696 -0.0687318 -0.077726 -0.034684 0.0348732 -0.000281547 -0.000741199 -0.0020345 -0.000359652 -0.00336126 0.000405617 -0.000421445 0.000490096 6.83584e-05 -0.000251968 -0.000710066 -0.00177559 -0.00069369 2.71948e-05
internal_weight=42.2445 12.1612 11.6469 11.12 6.14878 5.62126 4.11014 1.07189 3.03824 30.0833 8.19356 0.540617 0.0274784 0.026088 0.00896693 0.00436154 7.65294 4.58558 1.04464 3.54094 0.00271769 3.06736 1.53045 1.01653 21.8898 4.97125 2.95309 1.07233 3.01749 21.3754
internal_count=4034 534 519 461 226 199 177 119 58 3500 1051 680 616 614 596 529 371 277 122 155 475 94 60 45 2449 235 175 49 45 2409
is_linear=0
shrinkage=0.1


Tree=767
num_leaves=31
num_cat=0
split_feature=8 16 12 7 18 9 18 18 18 7 6 17 5 9 6 6 16 17 6 9 9 4 17 17 6 19 9 9 15 18
split_gain=0.00013739 0.000130229 0.000138058 8.71149e-05 0.000677895 0.0106393 0.00485539 0.000544945 0.000549684 0.000231165 0.000208385 0.000649455 0.000311689 0.000153335 0.000119471 0.000311109 0.000213354 0.000142649 0.000699133 9.43024e-05 0.000384196 0.000246921 0.000143486 0.000485986 0.000353429 0.000436756 0.000168004 0.000330441 0.00024043 0.000230408
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 23.109894804950002 13.314799198000001 189.78071820640002 13.552878921100001 13.24088655595 13.142272494650003 23.150522195450005 16.405383309150004 188.19076296340003 20.444185446200006 194.45262321395003 16.525386113000007 16.565387047600002 22.644947046300004 193.10154186985002 14.955349429350003 196.26893085885004 197.55459634620004 164.18548070700004 200.36843462235004 199.72613295375004 14.415336812050002 14.551174033150001 206.57490536735003 209.86393725660002 23.292710050100002 14.738651916450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 -6 -7 8 10 -5 12 13 -4 -12 16 -16 19 -18 -19 21 -21 -11 23 26 -24 -26 29 -28 -29 -22
right_child=-2 -3 3 9 5 6 -8 -9 -10 14 11 -13 -14 -15 15 -17 17 18 -20 20 22 -23 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.020919564303074768 -0.0015777268690119835 0.0015178272198188905 0.00045591007998585287 0.0021546145579146151 6.4729876952679483e-05 -0.083801668266980725 -0.0091922792914582788 0.0030516582049543617 -0.0033851252685402908 -0.0024181701907718461 -0.0003596415572039065 0.0035716020206693422 -0.0030331751208519269 0.0014752969004343808 -0.0015281758101098367 0.00072881958733679521 0.00034975394407146679 -0.00080648653853705472 0.0043931532255164279 0.002774577761589867 0.00010673488552545277 -0.00013975764484083685 -1.7147263755048964e-05 0.0032297224928355206 -0.003939672623873877 0.00010988647830289212 -0.0028286909917044916 -0.0020054542746191346 0.00042037253310728024 0.0014212642762766198
leaf_weight=0.0031544628712784064 0.54470680327818755 0.57309212995460157 0.50412892638397522 0.52395312152081075 0.50926947113259258 0.022957959846217402 0.014066854218198643 0.52699331254328718 0.52782249317318886 0.51617096592608103 3.8942964916654059 0.52626248045545843 0.52026296310685538 0.51571503747106806 1.5198821735925769 1.0210015935008412 1.514957876955122 0.50185820437945927 0.53347111428411154 0.52948555069514469 9.092815117465463 6.0600396465367057 5.5352471362234192 0.51887003800716769 0.55732880508873506 0.51009067866715441 0.52345354184777093 0.51185162701843712 2.0248806498122685 1.5625172177251485
leaf_count=12 201 49 26 29 254 31 21 64 67 33 489 49 158 17 32 23 16 13 56 32 218 1032 387 24 187 25 132 87 103 167
internal_value=1.65487e-07 2.07788e-05 -8.42843e-08 1.52054e-06 -0.000305104 -0.00369811 -0.0554553 -4.08911e-05 -0.000292067 7.06139e-05 -1.8174e-05 0.000251178 -0.00131611 -0.00014506 3.75594e-05 -0.000621249 9.24557e-05 0.000968025 0.00187272 1.2544e-05 0.000114461 -0.000318592 4.68657e-05 0.000225587 -0.000338432 -0.0020045 0.000111938 -0.000541137 -6.9101e-05 0.0002995
internal_weight=42.2406 41.6959 41.1228 41.1197 7.56178 0.546294 0.0370248 7.01548 6.48849 33.5579 5.96067 4.93627 1.02439 4.41001 33.0339 2.54088 30.493 2.55029 1.03533 27.9428 21.3665 6.57621 20.8371 14.2344 6.60267 1.06742 13.7155 3.06019 2.53673 10.6553
internal_count=4034 3833 3784 3772 1176 306 52 870 806 2596 739 555 184 506 2567 55 2512 85 69 2427 1362 1065 1330 731 599 212 707 322 190 385
is_linear=0
shrinkage=0.1


Tree=768
num_leaves=31
num_cat=0
split_feature=8 16 12 15 18 5 17 13 15 17 16 8 12 10 17 0 0 7 9 6 16 3 6 19 19 18 16 14 0 5
split_gain=0.000111155 0.000105644 0.00011234 0.000108629 0.00050683 0.000109438 0.00079865 0.000177001 0.000171982 0.000331209 0.000196858 0.000139703 0.000179096 0.000315528 0.000203929 0.000153829 0.000208882 0.000132734 0.000249182 0.000208209 9.58206e-05 0.000152874 0.000122578 8.55071e-05 0.000208977 8.45957e-05 7.68367e-05 6.83136e-05 0.000583594 0.000362075
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 45.169600924000008 13.3584252364 22.649179082500002 192.94032447935004 117.67650082785001 41.800301886400014 188.19076296340003 22.644947046300004 8.543332867800002 196.95882362420002 67.300172379550006 186.09458496570002 86.20003303655001 85.812895065800021 23.864758692950002 200.76482212275002 16.235379337050002 22.644947046300004 93.14163192940002 16.525386113000007 14.551174033150001 14.451165964200003 13.222029912150001 22.574947209950004 169.55500150975004 96.959242474650011 17.089764221050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 25 7 8 11 9 -7 -10 15 14 -14 -13 16 -4 18 -16 -19 21 22 23 24 27 26 -5 28 29 -17
right_child=-2 -3 3 4 -6 6 -8 -9 10 -11 -12 12 13 -15 17 20 -18 19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018909852724312337 -0.0014185370671645078 0.0013677865518848021 0.00014495652857533949 0.00019205424869924239 -0.003371956223159567 -0.00015862046052798114 0.004093218967620541 -0.0018494036395851358 -0.0015224877537534879 0.0029484314012324249 0.00019885152766378509 0.0014755436245336723 0.003345185309152403 -0.0001613959082715325 -0.00052724245968083 0.0016490564354560066 -0.0026877084085272537 -0.0025041487401777649 0.0011654728956400082 0.00035032703505507093 -0.00081247095665417681 0.0016838623817652873 -0.0011113393152759295 -0.0012536612105188754 0.0020363492667628074 0.0004948416239220632 -0.0015523887519244663 7.3623546365040256e-05 -0.0034859223816897608 -0.00078617112929082382
leaf_weight=0.003141474084265349 0.54522165851342563 0.57240112318322545 0.51583443505391702 0.50065548419070349 0.53372201965013166 1.0087813157975389 0.54598915682627058 0.51969699515757284 1.0304007624235398 0.51991043148256189 1.870356465593886 1.0211151216208234 0.52604196521497193 0.50099941850223484 2.0193465987442356 1.0168270499580292 0.52554168830141634 0.51637295292050545 1.5274923884426241 0.50586719812417869 1.5235179762730684 0.53071190469504159 1.0075788294141137 0.51723102594132697 0.51559470849713207 1.5081364561383268 0.50940556211862098 17.749588978791 0.52125259241317889 1.5280591767514122
leaf_count=12 201 49 110 3 114 522 66 28 33 22 21 31 47 15 30 35 63 33 26 15 36 28 16 23 32 22 55 2222 54 70
internal_value=5.13537e-08 1.86029e-05 -1.78418e-07 1.26638e-06 -0.000572768 4.72915e-05 0.000484563 -1.84595e-05 3.97471e-05 0.000898093 -0.000412599 1.07565e-05 0.00042091 0.00163465 0.00019792 -9.38253e-05 -0.00128458 -8.76085e-05 0.000201747 -0.00109158 -4.4046e-05 6.01249e-06 -3.29466e-05 1.67851e-05 4.75902e-05 2.05092e-05 -0.000687723 -1.67033e-06 -0.00043754 0.000186841
internal_weight=42.2368 41.6916 41.1192 41.116 3.05192 38.0641 4.97544 33.0887 4.42945 1.52869 2.90076 32.569 6.61724 1.02704 5.59019 25.9517 1.04138 4.56908 3.54684 1.02224 24.9104 23.3868 22.8561 21.8486 21.3313 2.5182 1.01006 20.8157 3.06614 2.54489
internal_count=4034 3833 3784 3772 194 3578 664 2914 598 544 54 2886 197 62 135 2689 173 104 56 48 2516 2480 2452 2436 2413 80 58 2381 159 105
is_linear=0
shrinkage=0.1


Tree=769
num_leaves=31
num_cat=0
split_feature=8 16 15 6 6 7 19 5 17 17 0 13 0 6 18 10 13 19 5 18 12 6 2 16 15 5 6 6 6 12
split_gain=8.99589e-05 8.56699e-05 9.82302e-05 0.00036555 0.000206105 0.000360577 0.000163288 0.000121963 0.000444621 0.00017866 0.000365599 0.000171815 0.000134343 9.43376e-05 0.000208496 0.000420877 0.000178711 0.000296666 9.47671e-05 0.000299067 0.000590379 0.000231836 0.000256248 0.000144074 0.000227371 0.000123753 0.000321047 9.03633e-05 0.00011758 8.32925e-05
threshold=8.8430989333000021 22.764946765650006 43.890399822900008 16.405383309150004 16.515385879350003 23.271765593750004 14.651182102100002 22.649179082500002 192.77618096940003 191.08747234645003 86.20003303655001 117.64961624655002 85.877418060900013 16.455384477450004 13.065205089100003 62.052302108850007 117.55283175385001 14.351157895250003 20.971847224900007 13.4793103924 225.59153217100001 15.885371159150003 195.37902863565003 22.614947116400003 37.491361913600009 19.925387549600003 14.980350013450002 14.745344522600002 14.515339148550002 69.826413229550027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 11 9 10 12 13 -9 16 -15 -16 18 -18 21 23 -21 25 -23 24 -20 26 27 28 29 -1
right_child=-2 -3 3 4 -6 -7 -8 8 -10 -11 -12 -13 -14 14 15 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0012971896080963318 -0.0012755433147882108 0.0012324211783112991 -0.0029314157042612606 -0.0017297616740776338 -0.00098833084758294778 0.001320698761452223 0.0018140659196895278 0.00030748488018988844 0.0032552790691729935 -0.0016001391773826949 0.0028497979606672309 -0.0018172181384737826 -0.0015188387281949737 0.00042873107463391435 -0.0024850862443118286 -0.00022393263460900229 -0.00023397733591767357 0.0021812107450586318 -0.00051737703212245115 -0.004198455701697649 0.00056807343808653698 0.003053051021167541 -9.2562074147204841e-05 -0.0010523747968201314 0.0024654313420289994 0.0015244521579715481 -0.0024774022553972382 0.0012784770278749808 -0.0015044402408012567 -5.2478656098075725e-06
leaf_weight=0.50636676927228919 0.54568482106035432 0.5717790350499844 0.52400779468010128 0.51848128546140149 1.5128383250068012 1.5338317879389647 0.51810951741936051 1.8688889541969298 0.52701374452714445 0.50584952227421798 0.51602213055733681 0.53341927780093001 0.51342296093935136 2.5155128134647375 1.0338761758268331 4.0393064783903156 1.007395786344204 1.0271467700076753 0.49972474837789904 0.53268900717374545 0.50733696669212491 0.53697414843736513 0.50020825146202696 0.50793283271923417 0.52302423935725528 0.51802889194627866 0.5261054295942803 0.56071447898466331 0.51185146579038132 16.192558251893921
leaf_count=11 201 49 92 55 40 50 28 514 42 16 35 47 13 22 39 74 19 33 76 98 83 76 7 20 41 103 76 93 123 1858
internal_value=9.45669e-08 1.67914e-05 -1.12694e-07 -0.000465227 -0.000102746 0.000550053 5.12498e-05 2.62348e-05 0.00055239 0.000133946 0.000436598 -3.72522e-05 -8.61145e-05 -7.62464e-06 -0.000315644 -0.000684739 8.79457e-05 0.00098534 6.52282e-06 -0.000564774 -0.00187329 8.04991e-05 0.001536 0.000324299 0.001008 2.66984e-07 -4.28847e-05 2.91865e-05 -1.15144e-05 3.42464e-05
internal_weight=42.2361 41.6904 41.1186 4.08916 3.56515 2.05231 37.0295 36.5114 3.9312 3.40418 2.89833 32.5802 2.38231 32.0468 7.5887 5.07318 24.4581 2.03454 22.4235 2.57071 1.04003 19.8528 1.03718 1.53068 1.02275 18.8156 18.2976 17.7715 17.2108 16.6989
internal_count=4034 3833 3784 237 145 105 3547 3519 620 578 562 2899 527 2852 135 113 2717 52 2665 318 181 2347 83 137 117 2264 2161 2085 1992 1869
is_linear=0
shrinkage=0.1


Tree=770
num_leaves=31
num_cat=0
split_feature=19 15 15 9 10 17 5 5 12 15 3 2 15 15 15 3 5 16 3 16 2 9 4 14 15 5 18 0 16 12
split_gain=7.32503e-05 0.000102564 8.87315e-05 0.000367253 0.000128063 0.000474297 0.000229231 0.000204308 0.000632535 0.000233763 0.000186953 0.00015552 0.000445504 0.000266862 0.000133735 0.000285369 0.000178811 0.000473637 0.000780571 0.000190939 0.000139698 0.000129889 0.000265593 0.000121434 0.000109027 0.00491915 0.00218561 0.00108869 0.000837652 0.000100727
threshold=14.651182102100002 36.742238227650013 45.169600924000008 195.41812862360004 61.93938686740001 190.4716172434 21.991679690250006 23.455765688150006 235.23594993900002 42.713473568600008 93.819123378250012 176.09844955530005 39.540459766400012 37.050691080100002 39.296024648600003 93.499196860750018 20.911722254300006 22.604947139800004 93.794927255050013 22.644947046300004 105.22786026870001 203.72699028675004 223.326937759 192.04981134545002 36.124429763000009 18.492557862250003 14.297806230850002 95.050437202000012 20.864951208700003 121.36065266065002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 -1 9 -9 11 -8 14 13 24 16 -16 19 20 -19 -6 29 22 -22 -12 25 -13 -27 28 -28 -18
right_child=1 -3 3 -5 7 -7 10 8 -10 -11 23 12 -14 -15 15 -17 17 18 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0020083856196636963 -0.00019205922365395312 0.0017931442367777502 2.7413103546736869e-05 -0.0029120349267125287 4.1787446289844895e-05 0.0033177142949411911 -0.0020071559110803419 -0.0040331859593842325 0.00028281195231469818 0.0021205816742152308 -0.00034042806198213485 -0.00041768218966890607 -0.0033183145704334749 0.0018677661258902905 0.0016505631965247477 -0.00015805980644954028 -5.5602801910822685e-05 -0.0050884308436427821 0.00037800961715939103 0.0014472858839642091 -0.00026379389535064233 0.00020168794300136263 -0.0028940278915283407 0.0014491441675508637 -0.00023536419148584829 -0.10027273348923876 0.069998632381961245 -0.071304779550677141 -0.038728852849016691 0.0019363492228697103
leaf_weight=0.51709960999809945 0.50635693235744728 0.53543638724789844 2.0197080704945258 0.53833535369258534 19.363284243267991 0.54054849447620723 0.51242568320594761 0.51281060123499544 1.0051125106823797 0.51707983585747186 1.4062143861225611 0.50742032616399291 0.53627030999460634 0.52250845237027643 1.5355796964256563 2.0199676097727206 0.505762346840261 0.53961898003763031 0.50631426968902815 1.0173580620466953 1.5069369658963583 2.0071051653251626 0.51514801895279294 0.51916706730751938 1.5001417357609481 0.0071592024296475484 0.0017175861736642428 0.0019514804864453009 0.0012061665365763474 0.50968220797585673
leaf_count=44 18 59 79 131 1516 60 11 147 35 47 157 757 82 76 32 32 29 36 18 17 78 16 23 284 31 54 22 55 29 59
internal_value=1.34124e-07 0.000828249 -2.0809e-05 -0.000591188 1.69555e-05 0.00059421 9.5993e-05 -4.04651e-05 -0.00117529 1.07683e-05 -0.000309657 -2.21856e-05 -0.000699108 -0.000146573 4.72132e-05 0.000623053 -3.01322e-05 -0.000505566 -0.00244224 0.000111947 -0.000104024 -0.000368204 -0.000933874 0.000142119 -0.000667721 -0.00191633 -0.0651055 -0.0134629 0.0251441 0.000944218
internal_weight=42.2354 1.04179 41.1936 2.55804 38.6356 3.49546 2.95491 35.1401 1.51792 33.6222 2.43781 33.1051 3.07838 2.5421 30.0268 3.55555 26.4712 6.09057 1.04593 20.3806 5.04463 4.02919 2.02208 1.92538 2.0196 0.519455 0.0120344 0.00487523 0.00292375 1.01544
internal_count=4034 77 3957 210 3747 556 496 3191 182 3009 452 2962 1106 1024 1856 64 1792 259 54 1533 205 117 101 441 948 917 160 106 51 88
is_linear=0
shrinkage=0.1


Tree=771
num_leaves=31
num_cat=0
split_feature=8 16 12 15 6 3 5 17 13 17 17 16 6 13 5 2 6 5 18 9 6 16 5 2 6 6 2 6 18 15
split_gain=9.46768e-05 7.26366e-05 9.18367e-05 7.77588e-05 0.000342848 0.000217246 0.000136621 0.000467072 0.000171802 0.000156485 0.000403293 0.00010926 0.000101837 0.000187891 0.000443404 0.000680533 0.000133463 0.00017135 0.00011303 0.000196471 0.000669967 0.000166644 0.000139195 0.000293471 0.000751496 0.000199959 0.000681768 0.000141501 0.00411209 0.00849252
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 43.890399822900008 16.405383309150004 93.72771580185001 22.649179082500002 192.77618096940003 117.67650082785001 189.31157886915003 184.16216363550004 22.644947046300004 16.455384477450004 117.55283175385001 22.127107789600004 95.420340682600013 16.565387047600002 21.197160116700001 13.303774303900001 183.49441567960005 6.9501623894500009 22.614947116400003 20.971847224900007 189.95856246190002 16.375382608200002 15.255356438950001 174.09315058345001 14.545339849550002 14.349498564250002 30.108785229950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 11 8 9 12 10 -8 -6 13 18 15 -15 17 -14 21 20 -20 -4 25 24 -24 27 -27 -21 29 -29
right_child=-2 -3 3 4 5 -7 7 -9 -10 -11 -12 -13 16 14 -16 -17 -18 -19 19 22 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.017130548329613499 -0.0013090567866381924 0.0011369742902732796 0.002305799135130892 -0.0027984948539412653 -0.00033499327896282198 -0.0019578509500435453 -0.00012648983467053711 0.0033645874493879444 -0.0018213535071937373 -0.00058212798802857182 0.0031285803254064472 0.00086201807408685599 -0.0014711280465341415 -0.00012625362813555775 -0.00046423498052059999 0.0050050236902882406 0.00030674304339200998 -0.00022853436894937948 -0.032731256332455438 1.7233447705672468e-05 0.062429766547912241 -0.00024007779453362327 -0.0045494445314397235 0.0012589224845727829 0.00010160145158886541 0.0040103081185483376 -0.00038996557488461163 -0.003740630181332057 0.00085106096787887552 -0.10012938146661865
leaf_weight=0.0031286508123916637 0.54529007174384858 0.57135570185709994 0.52260389139622165 0.52429103480423966 1.5309880179447652 0.51578032811282737 1.3638645879978315 0.53084434966460703 0.51975548783047898 1.5141092298806234 0.52797449785920991 1.5192357787746003 1.5290920248278306 0.50778683966200266 1.0045795639780406 0.52640011251060059 2.5272623336417439 4.0466530335389734 0.0012166508809505787 17.195957205161864 0.0018877749718134683 0.50609358967449225 0.52937857412120903 0.51568788647796715 1.0105608530648167 0.54165057075624545 1.0062190001845008 0.033093392354202389 0.54794794162689087 0.01262911086485019
leaf_count=12 201 49 134 92 32 100 511 47 28 34 32 13 55 22 16 20 45 62 725 1066 148 37 28 93 60 74 19 34 160 85
internal_value=8.29617e-08 1.72068e-05 1.6466e-06 2.95032e-06 -0.000410804 -5.9754e-05 4.86615e-05 0.00060556 -1.7601e-05 0.000175543 0.000781935 0.000261206 1.11864e-05 0.000112958 0.00103208 0.00248556 -0.000296071 -0.000569303 2.93958e-05 -1.98315e-05 0.0251354 0.00105329 -2.34819e-05 -0.000805833 -0.00149727 5.96842e-05 0.00114984 -3.51695e-05 -0.00155305 -0.0303644
internal_weight=42.2333 41.688 41.1167 41.1135 4.0903 3.566 37.0232 3.93679 33.0865 3.40595 1.89184 3.05022 32.5667 24.4637 2.03877 1.03419 8.10301 5.57575 22.4249 21.3962 0.00310443 1.0287 21.3931 2.05563 1.53994 19.3375 1.54787 17.7896 0.59367 0.0457225
internal_count=4034 3833 3784 3772 237 145 3535 624 2911 577 543 45 2883 2721 58 42 162 117 2663 2492 873 171 1619 181 88 1438 93 1345 279 119
is_linear=0
shrinkage=0.1


Tree=772
num_leaves=31
num_cat=0
split_feature=19 17 4 14 6 16 19 2 8 2 15 14 5 6 14 6 6 3 6 10 16 16 18 2 13 18 7 7 0 19
split_gain=9.96216e-05 0.000273265 9.73716e-05 0.000304606 0.000165566 0.000157633 0.000174004 0.000186989 0.000148976 0.000130147 0.000225088 0.000777516 0.000294962 0.0101973 0.00464975 0.0042266 0.00571986 0.00020019 0.000216668 0.000124992 0.000146306 9.27752e-05 0.000838608 0.000132278 9.94274e-05 0.000621772 0.000511241 0.0012734 0.00168382 0.000180056
threshold=14.651182102100002 160.21442126885003 286.25887787650009 289.25304191355002 16.515385879350003 22.654947022900004 14.251149826300002 225.71432550675004 8.4434108459500017 196.01988179970002 43.890399822900008 121.25703220415001 22.938948824900006 16.705390318750002 262.32892801640008 16.565387047600002 16.645388916850006 93.794927255050013 16.485385178400005 62.009286778800011 22.584947186600004 22.674946976100003 12.844794714750002 108.24034454255001 117.58509325145 12.885811969150001 22.156669449150005 22.181995028450004 85.667718326750006 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 5 6 7 -5 19 10 11 -3 21 14 15 17 -17 -14 -19 20 -8 22 -13 -23 25 -24 -27 -28 -29 -26
right_child=-2 2 3 4 -6 -7 8 -9 -10 -11 -12 12 13 -15 -16 16 -18 18 -20 -21 -22 23 24 -25 29 26 27 28 -30 -31
leaf_value=-0.046852280066855614 0.00096525963931764396 0.082671767135476762 -0.0027591946624677421 0.0022077175894703693 -0.0018529313132015373 0.0016990295685214804 0.00032900818005749777 -0.00049354235321180922 -0.0022024571281817492 0.0016123840806143476 -0.0020374157577069093 0.038944485085538064 0.099811911246100282 -0.0004873975474217352 0.00070879660797235717 -0.10020465974928489 0.099064552566190525 0.057816627087070062 0.093183739265384091 0.0010330530901294221 -0.0020745745295396153 0.00012664755200434837 -0.033241985233052572 -0.001468550856067799 9.315078967794641e-06 -0.051415589053546797 0.095247539003753476 -0.10008719741879538 -3.4139259617683823e-05 0.0013370083516800273
leaf_weight=0.0012461279810612727 1.0427788752224945 0.0011386638750100478 0.51075735809157485 0.51511628299587608 0.51096481508174196 0.51017349929525924 0.50299534306850546 0.50995284652197548 0.5156120554526703 0.51343591220151452 0.52960170192009215 0.0055372996498793672 0.014954440441212302 0.86516802278753457 0.012805541676243593 0.0029495330845499259 0.0028154714985646478 0.002807408704683211 0.0045227939747860546 0.51430254055022984 0.51004295451190274 1.0577886993669374 0.0056410890505017566 1.0221265050276995 3.0253517603559876 0.0019367075823549787 0.0014025320595675286 0.0016821310273468218 27.972852140747854 1.5420887331492847
leaf_count=278 77 10 95 312 109 50 7 562 63 22 80 24 11 249 13 81 15 38 15 71 37 40 10 23 26 103 7 6 1563 37
internal_value=-1.59753e-08 -2.44545e-05 -2.30377e-05 -0.000456673 -0.000169076 7.13778e-05 -0.00019928 0.000863891 -0.000732736 3.14819e-05 8.98061e-06 3.94721e-05 3.68248e-05 0.001818 0.0506381 0.0734324 -0.00288699 0.0931761 0.0796384 -0.000236575 -0.000881144 -9.76737e-06 3.15996e-05 -0.000657276 2.498e-05 -4.56284e-05 -3.89351e-05 -3.53784e-05 -4.01555e-05 0.000457579
internal_weight=42.2305 41.1878 41.1865 4.59992 4.08916 3.5782 3.06802 1.02507 2.04295 36.5866 36.0732 35.5436 35.5424 0.906023 0.0408552 0.0280496 0.005765 0.0222846 0.0073302 1.52734 1.01304 34.6364 32.5565 2.07992 32.551 27.9835 27.9779 27.9759 27.9745 4.56744
internal_count=4034 3957 3679 1306 1211 1102 1052 874 178 2373 2351 2271 2261 422 173 160 96 64 53 115 44 1839 1776 63 1752 1689 1679 1576 1569 63
is_linear=0
shrinkage=0.1


Tree=773
num_leaves=31
num_cat=0
split_feature=8 19 5 4 13 5 8 9 2 6 2 10 13 5 3 0 12 4 17 18 7 2 5 10 5 16 13 17 16 18
split_gain=8.15094e-05 9.44832e-05 8.95779e-05 7.92096e-05 0.000478368 0.0010634 0.00179361 0.0010185 0.000927916 0.000274453 0.000160498 0.00030003 0.00012311 0.0019589 0.00710679 0.000234192 0.000122065 0.000403675 0.000363246 0.000288088 0.0010121 8.63639e-05 8.74422e-05 0.000110613 0.00017429 0.00010019 9.48672e-05 0.000175468 8.50328e-05 7.00499e-05
threshold=8.8430989333000021 14.651182102100002 21.089169479000002 286.25887787650009 98.050756475600011 13.154029769200003 7.5441126493500006 53.669719739700007 134.33885108415004 16.515385879350003 209.01099100540003 62.095317438950012 117.56896250265002 22.938948824900006 92.598563387050021 86.162394622750014 216.11788648010003 273.21071223870007 162.57770630285003 12.551858988050002 21.330714749000006 183.39255704500002 23.455765688150006 61.87486387225001 22.649179082500002 22.674946976100003 117.58509325145 192.94032447935004 22.574947209950004 17.482955726750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 8 6 7 -6 -1 10 11 -5 13 -12 -15 -14 17 18 -7 20 -20 22 23 -21 25 26 -25 -28 -16 -10
right_child=-2 2 -4 9 5 16 -8 -9 29 -11 12 -13 15 14 28 -17 -18 -19 19 21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.1000287962564068 -0.0012143779089553582 4.0442475329854782e-06 0.0018679556358947769 -0.0029264424636063174 0.027897394291562433 -0.059914698549552128 0.081482539796638262 -0.10002210647490256 0.022119691969747279 -0.0025757038839181352 -0.00011241898350101815 0.00050297006256296397 3.7089877238908159e-05 0.047048397642601776 -0.079112893679946422 0.00241374013342584 0.00079085648999743872 -0.0027617134708094403 0.022421835829936468 -0.0013469848526284683 -0.10007258423669325 0.0013326326475490645 -0.0009636736389327038 -8.4636552151206529e-06 0.0011119356760662083 -0.00095145173029595985 0.0013300899517432437 -0.00018531908440947104 -0.10014975503049502 -0.014175225163467099
leaf_weight=0.0013994770421853339 0.54537789894882749 0.50221904157660791 0.52988308029870268 0.50992355092193131 0.0014938114466350729 0.0010106361759117935 0.0040575657790213882 0.0010670121426130663 0.0011128969095834523 0.51434354198214904 0.51314623919211289 0.51051281397280479 2.0127904708633149 0.0060256929238422805 0.0028019537231092906 0.52217235958164554 2.0332827942083673 0.52368583985025807 0.001505494706356302 0.55873505620546993 0.0012220324097997892 0.50960295967439506 0.87820288156075221 25.917824378778526 1.5344977719755686 1.0268508532462863 1.544850005575426 1.5118194797541944 0.006114277124001033 0.0010183391581760071
leaf_count=305 201 6 40 20 71 181 23 23 181 117 722 286 51 27 36 50 27 70 154 20 5 13 193 969 48 32 40 12 28 83
internal_value=2.19241e-07 1.61109e-05 0.00096098 -7.87866e-06 4.19704e-05 4.55753e-05 0.040126 -0.0254025 -0.0367649 -0.000398763 -0.000124562 -0.00121075 0.000237293 -0.00115171 -0.0368436 0.000526652 3.82155e-05 -6.78124e-06 3.63029e-05 3.81123e-05 -0.0324602 4.07596e-05 2.07934e-05 4.77313e-05 7.24422e-05 1.92745e-05 5.36769e-05 0.000580573 -0.0935389 0.00477739
internal_weight=42.2286 41.6832 1.0321 40.6511 36.0532 36.0497 0.00661839 0.00256082 0.00353071 4.59783 4.08349 1.02044 3.06305 0.528088 0.0149419 2.53496 36.0431 34.0098 33.4861 33.4851 0.00272753 33.4824 32.9728 32.0946 31.5358 30.0013 28.9745 3.05667 0.00891623 0.00213124
internal_count=4034 3833 46 3787 2450 1881 117 94 569 1337 1220 306 914 813 91 101 1764 1737 1667 1486 159 1327 1314 1121 1101 1053 1021 52 64 264
is_linear=0
shrinkage=0.1


Tree=774
num_leaves=31
num_cat=0
split_feature=13 10 15 17 6 17 17 15 13 5 2 13 8 5 9 6 9 17 8 16 16 17 6 19 15 2 8 5 12 16
split_gain=7.50182e-05 0.000172765 0.000202638 0.000241817 0.000117804 0.000259519 0.00049826 0.00018937 0.00015621 0.00034872 0.000898559 0.000151022 0.00037999 0.000471116 0.000144314 0.000206386 0.000122257 0.000425439 0.000128067 0.000191834 0.000103132 9.926e-05 7.14932e-05 0.000676827 0.000223205 0.000187081 0.000340916 9.64735e-05 0.00331254 0.0085913
threshold=117.69263157665002 61.87486387225001 42.841315546000011 188.41589330430003 16.465384711100004 197.20536406400001 202.32358236650001 44.190294328500009 117.55283175385001 22.127107789600004 95.420340682600013 117.61735474900001 8.7431769115000026 20.204934414350003 52.553122989000009 6.9501623894500009 197.55459634620004 192.94032447935004 8.543332867800002 22.624947093000003 22.604947139800004 188.83172615260003 16.235379337050002 14.251149826300002 38.098890576000009 175.11059598075002 8.543332867800002 20.849573174100005 216.55112120135001 22.704946905950003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 11 -7 8 14 10 -10 16 13 -13 15 -1 17 18 19 -6 -18 -21 27 -24 -25 26 -26 -16 29 -29
right_child=1 -3 -4 -5 5 6 -8 -9 9 -11 -12 12 -14 -15 22 -17 20 -19 -20 21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0026952544553233587 -0.0021608419449629574 0.0021302556587714651 0.0014174687763714388 0.00026788502338648246 -0.0019722123666872731 -0.0039309687457901943 0.00041961213883330611 -0.0017840796607673124 -0.00072998188337581379 -0.00011079227503557138 0.0051439907223394228 2.9355479617272082e-05 0.0011707353188599307 -0.0042459710953786445 -1.0608606552788309e-05 0.055660775138001328 -0.00011364364097931335 0.0030555986646000842 0.0015004037797845063 -0.00046560889320350362 -0.0012581261044501428 0.00068096071797793523 0.0037598469963795508 -0.001973427126107962 0.0031291346954018086 -0.00031342404165517158 -0.00052058804217774187 -0.050351004026833138 0.00065333573983753434 0.10014394636185253
leaf_weight=0.001306889110901501 0.56218808233147433 0.51774889575153782 0.88481178541042016 1.5138558631365411 0.51891519553455134 0.53800944174978471 0.51545599570532374 0.53716000309289924 0.51099542042356849 1.5217266721483609 0.53109273988229688 0.50009825080633141 0.50627204602164955 0.53185588742904333 19.319373981094945 0.0011301280108224482 3.5152100597655709 0.52006387396249909 0.50899861554346504 1.5062679744588297 1.0146273916492274 1.513934029384927 0.52598835127781995 0.5314454812469197 0.52440039947214268 2.0039742437111272 0.49992075574118644 0.030095135420435737 0.51502333112349608 0.0043403510935604564
leaf_count=655 152 14 46 39 369 45 56 123 23 49 25 2 6 58 1596 38 86 16 11 30 31 17 68 106 37 20 5 168 142 1
internal_value=1.20201e-07 0.000444969 0.000150272 -0.000389809 -3.98164e-05 -0.000305095 -0.00180225 7.47905e-05 0.000112441 0.000854322 0.00226365 -0.00015681 -0.00107322 -0.00217409 3.30464e-05 0.0243664 -1.87004e-06 0.000363164 1.72649e-05 -0.000196041 -0.000369994 0.000109131 3.05708e-05 0.00041154 -8.32072e-05 0.000248514 0.00134788 -4.77697e-05 -0.00135438 -0.0313822
internal_weight=42.2263 3.4786 2.96086 2.07604 38.7477 11.6897 1.05347 27.058 26.5208 2.56381 1.04209 10.6362 1.53823 1.03195 23.957 0.00243702 9.09802 4.56818 4.04812 3.53912 4.52984 3.0202 23.9546 4.08573 3.55974 3.0283 1.02432 19.8688 0.549459 0.0344355
internal_count=4034 251 237 191 3783 727 101 3056 2933 97 48 626 66 60 2836 693 560 443 427 416 117 47 2143 236 168 62 42 1907 311 169
is_linear=0
shrinkage=0.1


Tree=775
num_leaves=31
num_cat=0
split_feature=7 9 17 7 17 15 16 7 5 0 2 0 5 3 7 16 12 3 9 4 7 6 4 4 5 12 8 6 6 6
split_gain=8.87361e-05 0.000493242 0.000753376 0.000265601 0.000239074 0.0014661 0.000516677 0.000272992 8.76446e-05 0.00049879 0.000234188 0.000271187 0.000104061 0.000219941 0.000445321 0.000139535 0.000127773 0.000113392 0.000103403 0.000382614 8.39789e-05 0.000107262 7.93169e-05 0.000378145 0.000432226 0.000270748 0.000124686 0.000115502 0.000284452 0.000111185
threshold=23.109894804950002 195.30595290385003 189.31157886915003 23.150522195450005 188.10488866565001 40.974857724300008 22.644947046300004 22.671301016600001 21.991679690250006 86.756543869550015 199.66651340635002 85.963448721100022 20.911722254300006 92.703413254150021 24.175586727800006 22.644947046300004 63.174563425750001 93.14163192940002 185.90443620030001 194.89319003730003 22.575645983950004 16.525386113000007 168.01744813895002 159.10550013555002 16.569990495050003 94.328280857900012 8.4434108459500017 16.235379337050002 16.445384243750002 15.075352233200002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 7 -6 -7 20 12 10 -10 -12 15 14 -14 16 -5 -15 19 -18 21 -1 23 24 -20 -24 -26 29 -29 -27
right_child=3 2 -4 8 5 6 -8 -9 9 -11 11 -13 13 17 -16 -17 18 -19 22 -21 -22 -23 25 -25 26 27 -28 28 -30 -31
leaf_value=-0.0017276036762416684 0.002301764432626583 0.00033480254171996271 -0.004955770400678074 0.030231294872668263 0.0052688797244304355 -0.0032593483066380882 0.00061582902635025404 -0.0025445148746510854 0.00083339738039192872 0.0032365536232783682 0.00033644494061882912 -0.0014292728461777187 -0.0037611125599605029 0.00017657155257295019 0.00038668129564481038 0.0016909916005618348 -0.063915925079341962 -0.00085975705943054431 0.0026435263879618473 0.013086756051365528 0.00048887796338362079 -0.0001483225265418604 0.0023609781813872105 -0.002860945461934604 -0.001379231690189173 4.1556694857146261e-05 0.00019242912162586369 0.0027513143869059373 -0.00011839192548903602 -0.00086051860283563081
leaf_weight=0.52283160169442178 0.52552367829659985 0.54247029018042503 0.53422241622985478 0.0013998862705183459 0.5627389474415988 0.5204997394355394 1.0149945306362722 0.51744798117662849 2.5388988195227586 0.55316037740459645 2.0179295379500988 1.528786564429083 0.53008740640934526 3.5083737494278466 0.50585789581292739 0.51276699657319014 0.0011258019179810328 1.5103358478518201 0.51679143119691051 0.0015118194305479287 1.5086000899986522 2.4236497758352042 0.51585596117098376 0.53575485906325315 1.0148507673820861 13.699644632171918 1.0043134683419337 0.5244883441764604 1.0116417513617078 1.5177145404868504
leaf_count=358 30 127 76 2 185 51 27 44 46 131 78 46 26 72 71 16 14 13 34 673 26 456 30 55 39 1124 28 47 47 62
internal_value=1.67794e-07 -0.000296307 -0.00229022 7.10522e-05 7.31414e-06 0.000902463 -0.000697773 -0.000370407 3.61119e-05 0.00036153 0.0001002 -0.000424655 -4.41621e-05 -0.000409132 -0.00173572 6.17821e-05 2.07203e-05 -0.000135302 1.86415e-05 -0.0197799 -0.000117889 -0.000428554 2.12087e-05 -0.000447005 6.29729e-05 0.00010449 -0.000597502 3.50108e-05 0.000861426 -4.84125e-05
internal_weight=42.2243 8.14746 1.07669 34.0768 7.07076 2.09823 1.53549 4.97253 33.5513 6.63878 6.08561 3.54672 26.9125 6.05465 1.03595 20.8579 20.3451 5.01871 20.3437 0.00263762 4.45508 2.94648 20.3411 3.07171 2.53596 17.2693 2.01916 16.7535 1.53613 15.2174
internal_count=4034 1350 203 2684 1147 263 78 884 2654 301 170 124 2353 182 97 2171 2155 85 2153 687 840 814 1466 156 101 1310 67 1280 94 1186
is_linear=0
shrinkage=0.1


Tree=776
num_leaves=31
num_cat=0
split_feature=8 16 7 18 7 18 18 18 7 17 6 17 17 16 2 7 6 6 16 18 18 6 2 5 15 15 7 5 15 19
split_gain=0.000102938 9.49405e-05 9.75205e-05 0.000591284 0.00344268 0.00259414 0.000399583 0.000370671 0.000244703 0.000187473 0.000517475 0.000153039 0.000223351 0.000164384 0.000104348 8.92934e-05 0.000257331 0.000199965 0.000186207 0.000111591 0.000347003 0.000186788 0.000219247 0.000103615 8.65094e-05 0.000155153 0.000108394 7.52643e-05 8.21332e-05 0.000344771
threshold=8.8430989333000021 22.764946765650006 23.109894804950002 13.314799198000001 22.835261448650005 13.431026577400003 13.24088655595 13.142272494650003 23.150522195450005 188.19076296340003 16.405383309150004 186.57794620975002 188.10488866565001 22.604947139800004 41.467794892200004 23.203497038450006 16.565387047600002 16.525386113000007 22.674946976100003 13.4793103924 13.531614672700002 16.455384477450004 201.70502722175004 22.692834890150003 38.483556206400003 37.870720399650004 24.573979631000004 21.454033346250004 24.006097767650004 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 3 6 -5 -6 7 9 -4 11 -11 13 -13 -1 -10 -16 17 18 19 21 -21 22 -17 24 25 27 -26 28 29 -22
right_child=-2 -3 8 4 5 -7 -8 -9 14 10 -12 12 -14 -15 15 16 -18 -19 -20 20 23 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0016197077972072119 -0.0013655979862083546 0.0012976921871451549 0.0022174242519568499 -0.0013514374949354672 -0.067974320550951539 -0.012925410361431298 0.0025751404562178708 -0.002829218555974929 0.027460243883336496 -0.0011124538144859277 0.0033587623159507759 -0.0028586783008428258 9.6992538224858151e-05 -0.00029326197409994227 -0.00071383612846974811 0.0022468779901520419 0.0022789829748859347 -0.0010820382434869962 0.0019703393073901582 -0.0026110770884487456 -5.1738979453395442e-05 2.1937132590521103e-05 0.00017260456410338307 0.0013953155346706977 -0.001936840861956847 0.0017488671324170449 0.00012991417322572374 -0.0012137356817988991 0.00014463387656319195 -0.0027323187645155009
leaf_weight=0.5180079806302168 0.54470012309081894 0.5718488038473869 0.52399403039569747 0.50673818840566243 0.013456754343934008 0.023527096350061893 0.52515690433651574 0.52914775888034427 0.0013877170276960218 0.51030832079817812 0.52528439259124859 0.52280855348860444 0.50035620738958642 3.3819034046408247 1.5068655205060135 1.0349468160076889 0.52059968569665116 1.5183325613498713 0.51998783787894254 0.51126510072333786 5.0752989965453192 3.5072409191488987 1.003798073875682 0.53732580074481617 0.51168707365326238 0.51426742953826021 0.50342523919841375 0.50628580706374293 14.723673494903771 0.52991159506801722
leaf_count=563 201 49 29 245 24 38 65 67 2 19 49 45 5 66 35 34 19 30 45 9 1115 18 9 102 29 27 54 11 827 203
internal_value=2.10081e-07 1.80598e-05 2.58546e-07 -0.000324285 -0.00350112 -0.0329552 -7.79817e-05 -0.000292739 7.3357e-05 -6.74919e-05 0.00115548 -0.000324751 -0.00141327 -3.91707e-05 3.93393e-05 3.8187e-05 7.4141e-05 3.71108e-05 9.4753e-05 6.10751e-05 -3.44642e-05 0.000464408 0.00122559 2.30565e-05 -9.91311e-06 3.29729e-05 -0.000911874 -9.37997e-06 2.06142e-05 -0.000305159
internal_weight=42.2235 41.6788 41.107 7.5567 0.543722 0.0369839 7.01297 6.48782 33.5503 5.95867 1.03559 4.92308 1.02316 3.89991 33.0263 33.0249 31.518 30.9974 29.4791 28.9591 23.4131 5.54599 2.03874 22.9019 22.3645 21.3494 1.01511 20.8352 20.3289 5.60521
internal_count=4034 3833 3784 1186 307 62 879 814 2598 747 68 679 50 629 2569 2567 2532 2513 2483 2438 2377 61 43 2368 2266 2183 83 2156 2145 1318
is_linear=0
shrinkage=0.1


Tree=777
num_leaves=31
num_cat=0
split_feature=2 12 9 8 12 5 2 12 2 9 8 3 9 15 9 15 7 0 19 16 3 6 17 3 9 16 7 7 3 6
split_gain=9.62953e-05 0.00014009 0.000201286 8.93107e-05 8.44653e-05 0.000126355 0.00010123 0.0079193 0.00173412 0.000222804 7.29738e-05 0.000156264 9.74877e-05 0.000481804 0.0133987 0.00475227 0.00110085 0.00190806 0.000217193 0.000148704 0.00012311 0.000257611 0.000205995 0.000589586 0.000282966 0.00106645 0.00017281 0.000168543 0.000555757 0.000134249
threshold=49.864842700850012 82.696898122450008 212.35746315350005 8.8430989333000021 86.968866757150025 16.632399885950004 68.946226135900005 94.328280857900012 72.043920985000014 198.16621393750003 8.7431769115000026 93.765354215650021 207.04102956050002 25.852338405700003 218.52376939385002 20.313914079200003 25.748884604400001 102.11570516885001 12.651020723000002 22.494947397000004 93.281431752200021 16.405383309150004 191.86029796145002 92.913112988300014 199.68228938305 15.404963976500001 23.109894804950002 24.385896469550001 83.326071295150015 14.335334942800001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -3 9 8 -8 -6 12 -12 20 14 15 16 -14 -18 -17 -15 22 -22 23 24 -9 -26 -24 29 -29 -28
right_child=1 3 -4 -5 6 -7 7 10 -10 -11 11 -13 13 19 -16 18 17 -19 -20 -21 21 -23 26 -25 25 -27 27 28 -30 -31
leaf_value=0.0013601779734712357 -0.0025576094470621431 0.0020378886937816878 0.00025314146852768163 -0.0012652318801535058 6.5327086296356908e-05 -0.00018650471560492941 0.036222940293410007 -7.9164562016254732e-05 0.099534021159835562 -0.0024920644434207437 0.001460567440831713 -0.00029402104666928909 0.090049445374635453 7.5558246058973392e-05 0.00034421949534056153 -0.10015524861030044 -0.071242318228342927 0.076172256072063446 -0.078320755465904321 -0.001716194210707145 -0.0024062405444510342 -0.00012925727579005307 -0.0017958911811913178 0.0038238098047633493 -0.0004031859063110514 0.005106159971689981 -0.0013052183041794073 -5.9397878937934303e-05 -0.0035182677914307446 0.00036720449814831545
leaf_weight=0.51428703670969511 0.51775438173690724 0.511474195545364 0.50162827439898772 0.53985651647773991 1.016908067971072 0.51000393954569334 0.0087102191098428206 4.0341839276025615 0.0085958717392102812 0.51228100814131483 1.0236347692916745 1.006837254763745 0.0013882850889775913 4.5411897869304445 0.50865481182148509 0.014739968588777685 0.0022753691895758266 0.0014297580068558524 0.0065936981141021525 0.51580908785399504 0.52745498191391149 8.5692851745190151 0.53002413083801947 0.53952492049196266 1.011479171486404 0.53835369030230129 0.5065400504314671 4.0230663741852819 0.52517346217919225 9.1523995563659906
leaf_count=45 75 16 11 166 19 25 22 662 20 61 34 24 6 255 174 37 19 103 39 56 203 725 68 32 69 85 67 491 163 262
internal_value=1.79521e-07 -1.65905e-05 -0.00117447 1.24186e-05 2.95988e-05 0.000927293 6.16264e-06 3.86019e-05 0.0676693 -0.000791404 7.45707e-06 0.000590531 -2.58461e-05 -0.000409133 -0.00326268 -0.0726864 0.0141005 -0.014357 -0.0934068 -0.000107199 4.57009e-05 -0.000261283 0.000179567 0.000667062 0.000362059 0.00151055 -2.29943e-05 4.31468e-05 -0.000458785 0.000279498
internal_weight=42.2215 41.7073 1.01938 40.6879 40.148 1.02148 39.1265 37.5973 0.0173061 1.52919 37.58 2.03047 35.5496 5.59208 0.535082 0.0264271 0.00509341 0.00370513 0.0213337 5.057 29.9575 9.09674 20.8607 6.12354 5.58402 1.54983 14.7372 14.2072 4.54824 9.65894
internal_count=4034 3989 86 3903 3737 41 3696 3616 42 80 3574 58 3516 689 378 204 128 122 76 311 2827 928 1899 848 816 154 1051 983 654 329
is_linear=0
shrinkage=0.1


Tree=778
num_leaves=31
num_cat=0
split_feature=2 12 18 8 5 6 15 8 10 12 10 19 16 16 8 6 5 2 13 7 15 13 6 6 7 9 5 12 8 9
split_gain=7.80835e-05 0.000113355 0.000177212 7.22745e-05 7.82391e-05 0.000344799 0.000292553 0.000135874 0.000188465 0.000283237 0.000255027 8.59086e-05 0.000411774 0.00107582 8.0374e-05 0.000128043 0.000322931 0.000209579 0.000428959 0.000132971 0.000167083 0.000416526 0.000153786 0.000113763 0.000107246 0.000279679 0.000212784 0.000364544 8.50077e-05 7.6615e-05
threshold=49.864842700850012 82.696898122450008 14.030930991100002 8.8430989333000021 23.455765688150006 16.405383309150004 42.713473568600008 8.6432548896500023 61.923256118600001 235.23594993900002 62.079186690200011 14.651182102100002 12.604970524100002 9.719977270450002 8.7431769115000026 16.455384477450004 22.649179082500002 177.79737172225003 117.72489307420001 22.792619241600004 40.042228346200012 117.57433941890001 16.425383776450001 16.515385879350003 23.445318439400001 191.29995577870002 20.971847224900007 216.55112120135001 8.3434888241000014 210.65484416470002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 11 8 -7 10 -10 12 13 -3 15 16 19 23 -19 -14 21 24 -22 -17 25 -21 29 -28 -25 -26
right_child=1 3 -4 -5 5 7 -8 -9 9 -11 -12 -13 14 -15 -16 17 -18 18 -20 20 22 -23 -24 28 26 -27 27 -29 -30 -31
leaf_value=0.0012253208004135224 0.00026845428625275691 0.031697016525410598 -0.0023676066853482816 -0.0011377885894178783 -0.0027698272293021275 0.0014134910574409622 0.0024314833225725831 -0.0016187507248084634 -0.0031945848691453944 0.00035118934454615437 -2.880021477955687e-05 0.0013281114679033004 0.0016274897816335012 -0.10000856863883312 0.00073813274750869086 -0.00079792393612163287 0.0025851248847250058 -0.0036429544995889695 0.00043379107231570442 -0.00066507836347006236 -0.0023782106394438368 0.0029078691081066946 -0.00025883276759662343 0.00059386944360653032 0.00015948083594503497 0.0026131996219887366 -0.0032753692690867461 0.00048941759978275614 -0.00019747239563597913 -0.00035993691481049747
leaf_weight=0.51382673873991436 0.50751901838753244 0.0011310447062581547 0.51260440682119679 0.54026993140585133 0.52183550408533186 0.8875362972162163 0.52199486657462202 0.50641371318086204 0.51303572190746993 2.5281257471567775 0.50487899740929887 0.51480513752903689 0.53169015411219689 0.0013731509789458359 1.5277902614470793 2.0320322183761146 0.52024511309166399 0.53103448902896733 0.50217413203790784 0.50711005200423886 0.52046486570057027 0.51583969498460547 1.000573842320591 2.0339101493591443 14.226192741979281 0.53455834267151658 0.52279486139252707 0.50626744103205645 4.0816081443054344 3.5479790722016835
leaf_count=45 38 485 48 166 146 368 56 30 118 77 20 24 266 406 35 39 43 54 3 46 63 11 5 38 893 106 19 51 54 281
internal_value=1.05763e-07 -1.49899e-05 -0.00105615 1.11166e-05 2.65791e-05 -0.000325212 8.1981e-05 -6.69756e-05 0.000110272 -0.00021591 -0.00162438 4.60781e-05 2.64614e-05 -0.0405224 2.94797e-05 -4.23323e-06 0.000122103 -0.000319824 -0.00166152 6.49335e-05 2.6966e-05 0.000102492 -0.000984036 -0.000149681 2.95706e-05 0.00101725 -2.51453e-05 -0.00142321 6.57135e-05 5.57976e-05
internal_weight=42.2176 41.7038 1.02012 40.6837 40.1434 5.46183 34.6816 4.93999 4.43358 3.54604 1.01791 34.1596 33.6448 0.0025042 33.6423 32.1145 22.9337 9.18076 1.03321 22.4135 21.8818 20.3607 1.52104 8.14755 19.8449 1.04167 18.8032 1.02906 6.11552 17.7742
internal_count=4034 3989 86 3903 3737 759 2978 613 583 215 138 2922 2898 891 2007 1972 1784 188 57 1741 1475 1407 68 131 1396 152 1244 70 92 1174
is_linear=0
shrinkage=0.1


Tree=779
num_leaves=31
num_cat=0
split_feature=7 9 17 17 15 16 7 7 15 0 18 10 0 0 18 15 15 9 17 13 17 6 8 17 6 19 2 2 18 15
split_gain=7.10141e-05 0.000453499 0.000653525 0.00023414 0.00134918 0.000376215 0.000275208 0.000216157 0.000100012 0.00301087 0.00244971 0.000378274 0.000166395 0.000153143 0.000324589 8.65937e-05 9.85654e-05 7.92848e-05 0.000154974 9.57214e-05 0.000182777 0.000117884 0.000212356 9.46027e-05 0.000228492 0.000112089 0.000371721 8.33392e-05 6.09917e-05 0.000105413
threshold=23.109894804950002 195.30595290385003 189.31157886915003 188.10488866565001 40.974857724300008 22.644947046300004 22.671301016600001 23.150522195450005 33.762789462050002 86.565663342300013 12.722397935550001 58.167480110400007 71.249517373150013 85.812895065800021 12.766412759450001 42.841315546000011 37.606388722050006 219.96883426190004 207.44645461240003 117.69263157665002 199.37824381300004 16.525386113000007 8.543332867800002 208.33805927010005 13.865323961050001 14.451165964200003 155.70727190035004 41.467794892200004 16.587089536200001 24.006097767650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 9 10 11 12 -1 14 -12 16 -10 19 -19 21 -21 23 -23 25 -25 27 -27 -9 29 -29
right_child=7 2 -4 4 5 -7 -8 17 15 -11 13 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.012614706060535236 0.0020775251138176907 0.00026857901576177754 -0.0046599191190410437 0.0051039249555269346 -0.0028049315350516715 0.00050020310850746284 -0.0025307933266074563 0.024660289313867854 -0.00010399651529891486 6.8353602174564716e-05 0.10002145677707806 -0.052005801625038033 0.034678516161736173 0.099877328643713514 0.029440187804949704 0.00061386105127775206 -0.0012961097317566695 -0.0020606284782734882 0.00040232390750693982 0.0016687803850720185 -0.00023351351695974332 -0.001749984790323211 0.00011483563786091857 0.00018508482929150956 -0.00239930475090235 1.8101735368436658e-05 0.0030533735845740839 -0.00036984159529795263 0.0011411499623798125 0.00014347128783880417
leaf_weight=0.001409051921573117 0.5247086177412531 0.5421107044955964 0.53414820963023102 0.56206337478458279 0.52153199811784001 1.0139815766729698 0.51739637527944893 0.0013768754434150257 2.0097806924798371 0.5036167339868014 0.001504661150052655 0.0013156742283285672 0.0015760895067324088 0.0043970123983854137 0.0011491917844761456 0.87200833765479568 1.0590392890371729 0.51349343323016927 0.50842659292118597 1.0189929002053184 1.0015083652863266 1.0236345710317203 1.5135532256098683 1.0091233641001576 0.51755940185605798 1.5163790238146497 0.54976172556223435 5.0835784906402308 0.50828307869421863 18.779778002777512
leaf_count=188 30 127 76 185 51 27 44 2 34 174 6 121 103 4 147 25 38 95 158 24 22 23 31 278 100 17 86 501 470 847
internal_value=1.20133e-07 -0.000265105 -0.00217744 2.59756e-05 0.000912035 -0.000622375 -0.000347744 6.35422e-05 -9.42533e-05 0.00121634 0.0521466 -0.00733373 0.0123551 0.0884278 0.0694578 -0.000265515 -0.000515391 3.204e-05 -0.000835258 5.92913e-05 0.000725864 1.5138e-05 -0.000637531 7.4351e-05 -0.000691047 0.000118548 0.000825731 5.85985e-05 5.72086e-05 3.41209e-05
internal_weight=42.2172 8.14703 1.07626 7.07077 2.09758 1.53551 4.97319 34.0702 4.4558 0.514968 0.0113517 0.00430082 0.00298514 0.00705087 0.00265385 3.94083 3.06882 33.5454 1.02192 32.5235 2.0205 30.503 2.53719 27.9658 1.52668 26.4392 2.06614 24.373 24.3716 23.8634
internal_count=4034 1350 203 1147 263 78 884 2684 840 743 569 412 291 157 153 97 72 2654 253 2401 46 2355 54 2301 378 1923 103 1820 1818 1348
is_linear=0
shrinkage=0.1


Tree=780
num_leaves=31
num_cat=0
split_feature=8 16 12 3 6 5 5 13 17 18 15 5 18 2 18 9 2 19 17 16 17 18 7 9 4 5 3 14 16 12
split_gain=7.06793e-05 9.49645e-05 0.000124321 8.28323e-05 0.000308428 0.000158934 0.00035173 0.000514349 0.000262826 0.000764363 0.000171049 0.000316739 0.000761881 0.000306219 0.000125304 0.000289341 0.000324787 0.000169675 0.000285461 0.000224574 0.000172374 0.000127752 0.000190197 0.000397762 0.000117871 0.00110251 0.00342451 0.0029853 0.00124837 0.00119672
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 93.281431752200021 16.405383309150004 21.269675393700002 20.911722254300006 117.66037007905001 191.24148878695004 13.162733570450003 42.246988155050012 21.991679690250006 13.712081531300003 217.08409765600001 13.3584252364 204.02774515060003 134.33885108415004 14.451165964200003 188.19076296340003 22.604947139800004 189.43751236195004 12.933745112000002 23.356162058950002 200.52256857420005 274.66550124645005 20.748863230450002 92.058183302850011 285.93967426180006 22.624947093000003 203.04351287870003
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -8 9 -7 11 -10 -13 -12 17 16 -16 19 -19 20 -6 -21 23 -23 -4 26 27 29 -29 -26
right_child=-2 -3 3 4 14 8 7 -9 10 -11 13 12 -14 -15 15 -17 -18 18 -20 21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.020162974561668219 -0.0011308740551947518 0.0012948808233512821 9.6087585303457641e-05 -0.0026070742761727605 0.0023840258417529032 5.0047771692411016e-06 -0.0040622868819744024 -0.00019665314250447467 9.3128922215560489e-05 0.0046824096723270658 -0.0018203163497062689 0.0046859702341816769 -0.00071123577802434336 0.00063150217389312726 -6.5349528628453146e-05 0.0010083798077534097 -0.0036049674944691221 -0.00047382529550764443 0.0028409830321383667 -4.3909987472849179e-05 0.00014703389353496095 -0.003926756659088225 -9.5985515742717871e-05 -2.8551169843205297e-06 0.0013905901042351402 -0.00051959432308495241 -0.10026523179993063 0.010775325881126854 0.10001451312815024 -0.10015658455817736
leaf_weight=0.0030586071529928862 0.54532001741852454 0.57178647362161328 20.347460412604036 0.52858622231684194 0.52451246231863868 1.008867185759984 0.52522933954050433 0.99868388473987579 4.0266739279169572 0.53445763754536946 1.0141026881332211 0.53466133188339859 0.51201559122650053 1.0235216012265143 0.50044092372991145 0.51071532298158206 0.53782512278931338 0.50456266834225949 0.53553822697467979 2.871228622591397 1.0034819905619843 0.53451069631659265 0.99949129347805854 0.49999045580625534 0.0017458339514626496 0.99827191553930317 0.0045648761458174812 0.010179784941823471 0.0018529263343225475 0.003461624810617181
leaf_count=12 201 49 1389 217 445 23 115 4 64 65 26 21 41 74 3 22 69 11 71 37 12 63 5 2 85 21 29 831 9 18
internal_value=2.16195e-07 1.50178e-05 -2.78786e-06 -1.28744e-06 -0.000259303 7.683e-05 -6.11822e-05 -0.00152898 0.000441886 0.0016248 0.000185152 0.000495973 0.00204575 -0.00058874 -0.000121755 -0.000940328 -0.00189888 4.79097e-05 0.00123294 -0.000143682 0.000914923 -0.000473441 -0.00107978 -0.00203027 4.34995e-05 -0.00100547 -0.0232499 -0.00285767 0.0245173 -0.0661122
internal_weight=42.2168 41.6715 41.0997 41.0966 9.55088 31.5458 22.8915 1.52391 8.6543 1.54332 7.11098 5.07335 1.04668 2.03762 9.0223 1.54898 1.03827 7.47332 1.0401 6.43322 1.52799 4.90522 2.03399 1.0345 21.3675 1.02008 0.021805 0.0172402 0.0120327 0.00520746
internal_count=4034 3833 3784 3772 957 2815 2501 119 314 88 226 126 62 100 740 94 72 646 82 564 457 107 70 65 2382 993 972 943 840 103
is_linear=0
shrinkage=0.1


Tree=781
num_leaves=31
num_cat=0
split_feature=2 2 18 7 4 18 5 9 5 15 8 6 17 18 15 17 17 0 6 6 16 5 6 7 7 2 12 2 9 2
split_gain=6.77275e-05 0.00010302 0.000179629 6.33164e-05 0.00127436 0.000425027 0.00418452 0.00798553 0.00441822 0.0035865 0.000661514 0.000197192 0.0002006 0.000826161 0.00042775 0.00109791 0.000215408 0.000184549 0.000140987 0.000155241 0.000146283 0.000129261 0.00090393 0.000123379 0.000367404 0.00010894 9.42562e-05 0.00293119 0.000111805 0.00797949
threshold=49.864842700850012 60.327272492300004 14.030930991100002 23.203497038450006 157.07313959035005 13.390703749000002 22.387336278850004 190.73543849905005 20.872540794500004 32.866677124050007 2.3481675133500004 16.375382608200002 188.41589330430003 13.077716774800001 41.800301886400014 191.24148878695004 192.77618096940003 86.382848189450016 16.565387047600002 16.525386113000007 22.644947046300004 24.041678002600005 15.155354102400002 22.620600126450004 22.835261448650005 111.23922738415001 86.968866757150025 63.19085977000001 201.61239113610003 68.946226135900005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 5 -5 11 7 8 10 -9 -7 -3 13 23 15 -14 17 -16 19 20 26 22 -22 25 -25 -13 -6 -28 -29 -30
right_child=1 3 -4 4 18 6 -8 9 -10 -11 -12 12 14 -15 16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.001141665739209139 0.00032596666589274195 -0.001928092785994285 -0.002323291608250217 -0.047397130292812992 0.00098964200442026688 0.016404305094179106 -0.00070553270975796608 -0.022781880466138892 0.099340367342390004 -0.10033331589759542 -0.081277838455618923 -0.00036092743206446562 0.0054705937608135495 -0.0040894278906113812 -0.0026392604711283876 -7.6646171134138623e-05 0.0012041442429228883 5.1574385360191543e-05 0.0017063414947002026 -0.0009240554869809945 -0.0013519590843443683 0.00024290669457665431 0.004534980125277129 0.0029339328856858925 -0.00084514801713203667 0.0011857945202189888 -0.10030618583117604 0.00021120355497489295 -0.10027573502461151 -0.00014166397618444758
leaf_weight=0.51345706443699768 0.50957071522628783 0.52679038986837134 0.51418544898740492 0.0056523611274340571 1.0117660272295363 0.0010308587729058617 0.51371774024482775 0.010500668112314759 0.0054847580123820964 0.013800997228827327 0.0021170573931744048 3.4239841935737072 0.54974785686077732 0.52015951988820486 0.51950066717517696 1.0165226172684922 0.50630535925625508 0.50038068561116233 0.53000286191513524 1.5193876826518593 0.50459354203485351 1.5037472252215591 0.53991641919310496 0.52272167467076591 0.50657113118519703 0.52521753311662545 0.0029126706722263354 13.672386137396865 0.0079635506561989144 11.714643514809373
leaf_count=45 36 225 47 8 17 113 68 32 26 13 66 180 66 89 46 45 14 3 66 30 17 18 52 30 12 319 21 1248 31 1051
internal_value=1.73257e-07 -1.38816e-05 -0.00100463 1.10532e-05 8.06999e-05 -0.000212439 -0.00292082 -0.0374754 0.0451423 -0.0668236 -0.0492895 -5.00613e-05 6.5096e-05 -0.000297284 0.000709439 0.00187039 -0.000482003 -0.00131907 8.93546e-05 6.12351e-05 0.000112932 0.00083649 0.00169105 9.89241e-05 0.00107404 -0.000155224 4.31164e-05 5.41004e-06 1.69153e-05 -0.000209688
internal_weight=42.2147 41.7013 1.02376 40.6775 31.013 9.66455 0.546652 0.0329343 0.00863267 0.0243017 0.00314792 9.1179 8.59111 5.49865 3.09246 1.56627 1.52619 1.01988 31.0073 30.4773 28.9579 2.54826 1.04451 4.97849 1.02929 3.9492 26.4097 25.3979 25.395 11.7226
internal_count=4034 3989 83 3906 2559 1347 318 250 205 45 179 1029 804 630 174 111 63 49 2551 2485 2455 87 69 541 42 499 2368 2351 2330 1082
is_linear=0
shrinkage=0.1


Tree=782
num_leaves=31
num_cat=0
split_feature=2 12 9 12 5 12 12 0 16 14 8 7 4 9 5 15 0 19 16 3 15 17 16 9 15 17 7 7 7 9
split_gain=5.49255e-05 0.000103145 0.000193578 5.82334e-05 0.000176656 6.64705e-05 0.00281195 0.0103486 9.37569e-05 5.73605e-05 0.000307893 0.000124039 0.00196192 0.00044073 0.000448732 0.000177108 0.00420851 0.0163527 0.00415122 0.002765 0.000808354 0.000279379 0.000183346 0.000428742 0.000142071 0.00013763 0.000134147 0.000109458 0.000116487 0.0001848
threshold=49.864842700850012 82.696898122450008 212.35746315350005 86.968866757150025 16.632399885950004 90.84682862195001 94.328280857900012 94.940210418650011 15.484963789400002 168.39662374755002 8.3434888241000014 23.109894804950002 169.62532823300003 194.82237869650001 22.783584484750005 40.94720173475001 86.420486603250012 14.351157895250003 22.554947256700004 93.579850604650019 30.807603489900004 171.32005222830003 22.654947022900004 184.85936449530001 37.491361913600009 187.51563899930002 23.150522195450005 23.165384528550003 23.445318439400001 192.98754432855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 8 7 -7 -5 10 -8 13 -13 15 -15 16 17 18 20 -19 21 -11 23 -17 -18 -24 -14 -28 29 -29
right_child=1 3 -4 5 -6 6 9 -9 -10 11 -12 12 26 14 -16 22 24 19 -20 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=0.0010283113118882022 -0.0023614979963953475 0.0020708613235713587 0.00039360837543585075 -9.6029927818269342e-05 -0.00055821431353225736 -0.036172717876625037 -0.00042120440061768004 0.071204433209068191 -0.001763800266699946 -0.031587770175501843 0.0025712839308122612 -0.060602227444309258 0.0016480423844228856 -0.0043141911142834241 -0.0002013619040019061 0.00050549454965389607 -0.00079161622044121019 0.089075586267383725 -0.1001947817710382 0.032889333788719999 0.098016969519344507 0.031907600086218006 -0.00064204102865326887 -0.0035735310896412064 0.0012552335021649955 0.00087432675922107005 -0.0014333978587154964 -0.0013447178603373476 -3.9155553494195586e-05 0.00065120820005787772
leaf_weight=0.51307087682277952 0.5182476031337957 0.51157642283993254 0.5021005429350156 1.0003475093113952 0.51073621449764406 0.015135474784165548 1.0169818798224728 0.022053407718090057 0.50838405347658255 0.0016586843305951508 0.51943420810175656 0.0053324056352782581 0.52265106944671913 0.54080809961170551 0.52069660456024458 0.50609785176084221 1.0097857307290556 0.020392550344695115 0.0095086741117711426 0.015352522370335464 0.0010380036172463747 0.0011902072063993746 1.3714735766741637 0.52497386394045964 0.51055878385159315 1.0620780432667105 0.50116699101573914 0.5106441924114965 23.86960877163764 5.0663984034236478
leaf_count=45 75 16 11 27 32 28 94 17 58 307 32 9 30 54 89 18 240 24 14 27 16 187 23 60 21 27 21 44 2249 139
internal_value=-4.22806e-08 -1.26961e-05 -0.00100574 1.22143e-05 0.000757404 -6.99745e-06 1.87515e-05 0.0275031 -0.000658004 -8.07007e-06 0.000590501 -3.32169e-05 4.91473e-05 -0.000445007 -0.00229674 -5.45468e-05 0.00082672 0.0296296 -0.0646031 0.0649436 0.0224664 -0.00506073 -0.000453764 -0.00157136 -0.000104248 1.97493e-05 5.97615e-05 3.20427e-05 5.69837e-05 0.000468458
internal_weight=42.2095 41.6964 1.02035 40.6761 1.02231 39.6538 38.145 0.0371889 1.50873 38.1078 1.53642 36.5714 30.4758 6.09561 1.0615 5.03411 1.56949 0.0491406 0.0133956 0.0357451 0.0038869 0.00284889 3.46462 1.03107 1.52034 2.43355 30.4705 29.9478 29.4467 5.57704
internal_count=4034 3989 86 3903 48 3855 3770 45 85 3725 126 3599 2492 1107 143 964 836 575 524 51 510 494 128 78 261 50 2483 2453 2432 183
is_linear=0
shrinkage=0.1


Tree=783
num_leaves=31
num_cat=0
split_feature=15 19 12 12 16 9 15 16 9 17 16 5 0 19 2 15 9 4 0 15 6 8 15 15 17 15 2 4 3 0
split_gain=5.73385e-05 0.000336346 0.000249126 0.000244021 0.000138349 0.000173685 0.000165239 0.000135839 0.000477238 0.000449387 0.000417816 0.00521369 0.0112015 0.00588442 0.00744879 0.00394579 0.00318125 0.00295974 0.00078318 0.000280667 8.56441e-05 0.000150456 8.01741e-05 0.00015456 0.000615656 0.000213753 0.00179402 0.000149395 0.000104283 0.000803398
threshold=24.006097767650004 12.651020723000002 69.826413229550027 75.857705639900004 15.404963976500001 205.67007911670001 22.351147806600004 16.344961778400002 202.37225149245003 167.67262050095005 18.664956353200004 13.8160216159 96.163458868000006 13.051052998800001 83.586740321150003 28.626568391100005 199.17419511990002 206.42553247045004 93.953546284800012 27.063546193350003 12.350288562550002 8.3434888241000014 28.862433654350003 31.385732506450001 201.96256717700001 32.393814985100008 65.896304893200011 170.06818406760001 92.598563387050021 87.638358136350021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 6 -6 20 8 -5 -9 11 -11 13 14 -13 -16 -15 -17 -18 -12 -1 -22 27 24 -24 -25 -27 -21 29 -28
right_child=2 -3 3 7 5 -7 -8 9 -10 10 19 12 -14 16 15 17 18 -19 -20 22 21 -23 23 25 -26 26 28 -29 -30 -31
leaf_value=0.0002479084973583383 -0.021131874651448765 -0.0026934585031848585 0.029238348958127099 0.0034538085888835405 0.0022942558992043089 -0.00031306993243384478 -0.0019888152595919813 0.057355624831157893 5.4829849686985302e-05 0.00032169415086042482 0.0023472194523695431 -0.081713092194806713 -0.10010997242815521 0.063889948894369331 0.09074010569652656 0.053873605498276647 -0.031846894554598174 -0.10008589748567942 -0.10009342565635414 -0.0020908311028289598 -0.0020276267048864901 0.00039274319633950014 0.0035888119979944214 -0.0020226660975168269 -0.0012381434097035115 -0.056452869618654838 0.0040529466457678671 1.0764168333393595e-06 -8.0220298563753609e-05 8.2176578365907068e-05
leaf_weight=2.5125517614411619 0.0055539197230051176 0.53054427417580452 0.0028638043727927656 0.52002587051528104 0.51173773612603557 0.51021764374081613 0.51189108231295044 0.0013657230768221442 2.0087049095352487 0.50220100269779699 0.5176745101040926 0.0047028368644532739 0.016786369755806163 0.0017432083398389872 0.012302867856430089 0.002826447154802735 0.0022209947842739552 0.0022368176697469266 0.0069226263249869691 0.51638771590114529 0.52155462216340465 0.50599961061631138 0.53921436741694495 0.51688408581913137 0.51814742230928346 0.0056226069464163633 0.54369460918707702 1.0073874195568491 21.234043182103317 8.1121119144491995
leaf_count=1034 37 346 12 47 131 21 45 112 59 98 47 11 83 77 36 7 22 47 136 22 221 27 121 54 49 20 70 45 699 298
internal_value=1.31286e-07 -0.000297732 4.57406e-05 4.89546e-05 -4.72296e-05 0.000992532 -0.000309468 4.66702e-05 0.00075382 -5.82409e-06 -8.12393e-06 -0.00273709 -0.0336188 0.000249107 0.0299279 0.0601608 -0.0599135 -0.0141417 -0.0835163 3.68233e-05 -6.66385e-05 -0.000835761 5.72731e-07 3.48745e-05 0.00122342 -6.44826e-06 2.84116e-05 -0.000707844 3.90363e-05 0.000331591
internal_weight=42.2061 5.6045 36.6016 36.5961 5.07395 1.02196 4.052 36.5932 2.52873 34.0645 34.0631 0.551943 0.0497422 0.0329558 0.022069 0.0173661 0.0108868 0.00506326 0.00914362 33.5112 3.54011 1.02755 32.9935 31.4697 1.05736 30.4124 29.8955 1.52378 29.8898 8.65581
internal_count=4034 1825 2209 2172 1479 152 1327 2160 106 2054 1942 517 419 336 101 90 235 54 158 1425 1282 248 1378 1311 170 1141 1087 67 1067 368
is_linear=0
shrinkage=0.1


Tree=784
num_leaves=31
num_cat=0
split_feature=2 12 15 19 10 2 16 16 15 5 2 15 3 16 19 15 19 16 9 17 16 17 9 8 15 5 15 16 16 14
split_gain=7.47813e-05 0.00243256 7.32468e-05 0.00047188 0.00969498 0.00801922 0.0060017 0.00458949 0.00122761 0.000256272 0.000125024 0.0110723 0.00274635 0.00209098 0.00204669 0.000128294 0.00029458 0.000109797 0.000387782 0.000377062 0.00034967 0.00111022 0.00102403 0.00434816 0.00103989 0.000238157 0.000113719 0.000228444 0.000111151 0.000672976
threshold=49.864842700850012 77.955876436550014 24.006097767650004 12.551012654050002 75.077881750900005 100.60547560250002 15.524963695900002 15.484963789400002 20.313914079200003 13.058770361550001 95.845898102100008 20.903251014350001 78.683104103850013 13.564968279200002 12.150980378200002 20.123524217100002 11.650940033400003 16.344961778400002 202.37225149245003 167.67262050095005 17.974957966700003 171.59570528810005 179.18874144770004 7.943800736700001 32.393814985100008 16.351273197450002 26.912781836550003 18.754956142750004 22.704946905950003 143.06733454090002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 10 -5 -6 7 8 -7 -8 -3 12 -12 -14 15 16 -15 18 -4 -19 -21 -22 23 24 -23 -24 -27 -28 29 -29
right_child=1 2 17 4 5 6 9 -9 -10 -11 11 -13 13 14 -16 -17 -18 19 -20 20 21 22 25 -25 -26 26 27 28 -30 -31
leaf_value=0.0011992458136262226 -0.070238858780894031 0.00016059855858186075 0.0031161124435446909 0.00027779530079401958 -0.10055004649370428 0.019674759030543935 -0.043995926679246712 0.1000971762329833 -0.088117747076469147 -0.10012621090056995 -0.00050095968705963676 -0.097470646488995283 -0.065391952891873398 0.09847206019306555 0.0036150117416812663 0.09974481072716665 0.037230659639513476 0.053379999892421828 4.9352092009290003e-05 -0.0025858046136078626 -0.090894587353203896 -0.015615305942042038 0.0021875764782073657 -0.10011423363187869 0.09665035796853487 -0.00147342749463545 0.0020784410590930966 0.072776394303940825 0.00085418364703767702 -4.2558589455477506e-05
leaf_weight=0.51357937558819955 0.0049322086844786331 4.0218845520176902 0.51880989494415297 0.50759472302323805 0.018042265478761987 0.0020266332816438765 0.0010083736873817027 0.0058657962363213301 0.0022071850091265333 0.0042069222930933847 0.50735011194195134 0.011748979993620234 0.0015315518651696234 0.0019525135343450017 0.0043636245453797526 0.0046067492472090521 0.0013140382328662437 0.0013230285445250392 2.0086316486445757 0.51754128682116274 0.0013427547844163659 0.0014186108051309487 0.51116783742418093 0.0045226699294289574 0.0019720261291240604 0.50716433303386921 0.53835350854384856 0.0012691958691054541 1.4581022397894106 30.51455950298174
leaf_count=45 41 212 47 171 50 45 59 2 21 52 756 180 142 15 36 5 47 112 59 198 52 129 26 15 6 40 232 5 130 1104
internal_value=-7.07857e-08 -1.48463e-05 -6.53671e-06 -0.00036174 -0.00315407 -0.0553766 -0.00215845 0.0428265 -0.0365199 -0.0892735 -3.01049e-05 -0.00146946 0.00069495 0.0447626 0.0585494 0.0889957 0.0738364 4.29358e-05 0.000678868 -4.25566e-06 -6.32948e-06 3.34734e-05 3.71139e-05 -0.0359317 0.0496795 4.56026e-05 1.24431e-05 3.56214e-05 1.22594e-06 -3.95299e-05
internal_weight=42.2004 41.6868 41.6819 5.0957 0.540952 0.0333572 0.0153149 0.0100996 0.00423382 0.0052153 4.55475 0.532868 0.521119 0.0137685 0.0122369 0.0078733 0.00326655 36.5862 2.52744 34.0587 34.0574 33.5399 33.5385 0.00791331 0.00339064 33.5306 33.0194 32.5123 31.9739 30.5158
internal_count=4034 3989 3948 1793 400 229 179 68 66 111 1393 1181 1001 245 103 67 62 2155 106 2049 1937 1739 1687 150 135 1537 1511 1471 1239 1109
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=2 2 18 12 7 19 6 12 12 15 14 15 7 4 4 17 9 16 2 17 7 7 13 19 7 17 2 19 0 0
split_gain=6.06596e-05 0.000100712 0.000142521 5.98918e-05 0.000184479 5.43298e-05 8.46564e-05 5.50699e-05 0.00246453 0.00942722 6.67361e-05 0.00013111 8.05385e-05 0.00201765 0.000479966 0.000252138 0.000721854 0.000189481 0.0071242 0.00301868 0.00714491 0.0040603 0.00231067 0.00346074 0.00170604 0.000480456 0.000483275 0.000160537 0.000207967 0.000649046
threshold=49.864842700850012 60.327272492300004 14.030930991100002 86.968866757150025 24.487155730000001 14.651182102100002 16.415383542800004 90.84682862195001 94.328280857900012 27.063546193350003 162.62753922915002 35.83914456115 23.109894804950002 165.86037890555002 169.62532823300003 190.38166638035003 190.73543849905005 22.604947139800004 104.38256328765002 188.41589330430003 22.671301016600001 22.545611589100002 117.50981642375002 14.351157895250003 22.381996090050006 171.32005222830003 137.02423825130003 14.351157895250003 86.692020874450009 85.764502819450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 7 -7 -5 9 -9 11 -10 15 -14 -15 17 -17 18 22 20 21 24 23 -12 25 -20 -27 28 29 -19
right_child=1 3 -4 5 -6 6 -8 8 10 -11 12 -13 13 14 -16 16 -18 27 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.001080222177005673 0.00019165126644282826 -0.0005797280769836914 -0.002170298462891795 -0.00062001478406659388 0.0021116770624121975 -0.00021967928787134435 0.0015866369624999218 0.070320786306741906 0.001887507616771211 -0.03374597257022232 0.089261426656268905 -0.00037885964115455463 -0.074431895423010416 -0.024713043033742998 3.4985602053567331e-05 0.00086561447214283471 -0.004353404436258237 0.00057378238484741858 -0.0300867456921841 0.0013552511439747217 -0.1002013805264977 0.095474981633920444 0.10005893920945604 -0.10023126774672382 -0.10014856290799679 0.089313625730426532 -0.0029888866767594654 0.00018167150579238329 5.4038889350823352e-05 -0.004439303278132435
leaf_weight=0.51317361351703183 0.50884873688943233 0.50856184084942124 0.51304205785497459 1.5082683102704297 0.51014503417458634 0.50668491664657611 0.53176548049623307 0.020565983296242929 0.51688763808024762 0.01509320301408934 0.0022783721892001294 0.50429009203071473 0.0036395677161661357 0.0078387152170787955 29.441632946374504 0.52276627790830621 0.53750184334638229 0.50922093311192129 0.0019149651486910701 0.51176757712594634 0.0096684496318930613 0.004171313210990929 0.0095423807408216987 0.0016704065055819228 0.0023002875766112985 0.0010146949048155385 0.0012863348156418675 2.9428511744767638 1.0003616511821745 0.52405187987460522
leaf_count=45 36 39 47 84 12 14 53 24 68 21 55 23 6 13 2449 82 72 30 362 37 24 16 20 3 11 120 131 102 4 31
internal_value=-3.66148e-07 -1.36707e-05 -0.00099417 1.09731e-05 0.000768066 -8.48385e-06 0.000705292 -2.76862e-05 -3.60057e-06 0.0262732 -2.88864e-05 0.000768303 -5.14773e-05 1.91971e-05 2.83983e-05 -0.000367713 -0.00178016 -9.65167e-05 0.00167257 -0.000146895 -0.0379121 0.0184374 0.0734366 0.00910251 -0.0308771 0.00691801 0.0377141 -0.000290477 -0.000973717 -0.00196874
internal_weight=42.1928 41.6796 1.02189 40.6577 1.01871 39.639 1.03845 38.6006 37.0923 0.0356592 37.0567 1.02118 36.0355 29.4531 29.4495 6.58237 1.06027 5.5221 0.545615 0.532124 0.020356 0.0106876 0.0134912 0.00394878 0.00651628 0.00421599 0.00230103 4.97649 2.03363 1.03327
internal_count=4034 3989 83 3906 51 3855 67 3788 3704 45 3659 91 3568 2468 2462 1100 154 946 779 701 664 640 78 58 624 613 251 167 65 61
is_linear=0
shrinkage=0.1


Tree=786
num_leaves=31
num_cat=0
split_feature=2 12 15 19 10 4 15 7 15 2 15 3 16 19 15 19 14 4 15 18 14 7 18 18 18 6 17 7 7 9
split_gain=4.91623e-05 0.00207109 5.96591e-05 0.000330063 0.00878333 0.00734519 0.00513423 0.00472648 0.00098033 9.8986e-05 0.00995658 0.0023802 0.00179392 0.00194204 0.000141582 0.000302554 9.66486e-05 0.00177256 0.000517588 0.000375422 0.00028346 0.000101674 0.000317505 0.000508558 0.000400183 0.000258276 0.000288458 0.000106419 9.04765e-05 9.2626e-05
threshold=49.864842700850012 77.955876436550014 24.006097767650004 12.551012654050002 75.077881750900005 198.14603809685002 22.662932349550001 25.395581754250003 20.313914079200003 95.845898102100008 20.903251014350001 78.683104103850013 13.564968279200002 12.150980378200002 20.123524217100002 11.650940033400003 170.13250779355005 169.62532823300003 27.806359898650005 13.754580103150001 160.86431312405003 23.109894804950002 13.314799198000001 13.24088655595 13.142272494650003 16.425383776450001 188.19076296340003 23.150522195450005 23.165384528550003 192.39832633775004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 9 -5 -6 7 -7 -9 -3 11 -11 -13 14 15 -14 18 -18 -4 20 -20 22 23 24 25 -19 -27 -23 -29 -30
right_child=1 2 16 4 5 6 -8 8 -10 10 -12 12 13 -15 -16 -17 17 21 19 -21 -22 27 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.00097292729447117905 -0.066412951115021338 0.00012103835973236838 0.0034212909648189621 0.00046209669269700756 -0.10049619525902137 0.090416650608728444 -0.10012952025228911 0.010821775744871835 -0.088255047880794912 -0.00045422958553126828 -0.096832585843788996 -0.061426517505608583 0.098196190602010444 0.0032326799288174939 0.099680736951839904 0.034645146860644835 -0.10008073521650623 -0.0022427713790467612 -8.766379521078099e-05 -0.0023822494275771394 0.0026099191716054898 0.0014918536153992138 -0.0027031586582440949 0.0028115532367416329 -0.003061615184544082 -0.00020879811926814468 0.0023193279087411044 -0.0012799915325354342 -0.00085781359574569845 0.00011330220886518947
leaf_weight=0.51280823884448423 0.0046968246144690742 4.0208585747631727 0.5294395485667559 0.50819341071028001 0.016331842959388609 0.0061543696192294418 0.0038798311116081648 0.0016870873976966294 0.0024474994714296372 0.50750475895010294 0.010696911728848901 0.0014671654661551079 0.0017759924355154055 0.0043637963244083089 0.0041709755904832946 0.0012956448460444969 0.0017699501939308906 0.52279856498535338 1.5208998799305398 0.53048788385876822 0.52364780521889276 0.52209557425234976 0.53394992397083463 0.52496820161700153 0.5288071344115427 3.4528690568792677 0.51918178606456411 0.50166993938614979 1.0217738123481819 25.346024091824393
leaf_count=45 41 212 89 171 44 26 57 50 52 756 180 142 15 36 5 47 11 56 90 61 45 26 121 40 60 318 34 18 117 1069
internal_value=-2.29946e-07 -1.22043e-05 -4.7202e-06 -0.000325458 -0.00266613 -0.0547878 -0.00210145 0.0348637 -0.0478275 -4.84656e-05 -0.00133132 0.000631047 0.0427606 0.0559308 0.0876824 0.0713898 3.99163e-05 -9.58327e-06 0.000573676 -1.18072e-05 0.000603239 -4.29199e-06 -0.000374134 -0.000150009 -0.00045949 -0.000153357 0.00012165 7.78351e-05 5.03596e-05 7.56707e-05
internal_weight=42.1887 41.6759 41.6712 5.09083 0.538694 0.0305006 0.0141688 0.010289 0.00413459 4.55213 0.531275 0.520578 0.0130736 0.0116064 0.00724261 0.00307164 36.5804 33.4759 3.10448 2.57504 2.04455 33.4741 6.08257 5.54862 5.02366 4.49485 3.97205 27.3916 26.8695 26.3678
internal_count=4034 3989 3948 1793 400 229 185 128 102 1393 1181 1001 245 103 67 62 2155 1870 285 196 135 1859 629 508 468 408 352 1230 1204 1186
is_linear=0
shrinkage=0.1


Tree=787
num_leaves=31
num_cat=0
split_feature=17 2 2 7 17 12 0 15 15 7 10 13 16 6 3 3 18 9 9 18 2 4 15 9 15 18 10 15 17 9
split_gain=5.56902e-05 0.00298616 0.00524381 0.00421356 0.000213693 0.00237198 0.000178327 0.000170007 0.000116647 0.000300736 0.000159379 0.000270486 0.000163718 0.000348609 0.000110054 0.000209783 0.000137253 0.000151283 0.000190782 0.000186889 0.00696355 0.00184451 0.00538179 0.00270213 0.00216213 0.00314286 0.000421683 0.000179499 0.000141057 0.000703183
threshold=188.83172615260003 62.922191810850009 62.147615758400008 23.150522195450005 189.31157886915003 87.111491403900018 85.861287312150012 45.560261772200008 45.169600924000008 23.165384528550003 61.93938686740001 117.60660091645001 22.654947022900004 14.955349429350003 93.281431752200021 93.491131486350014 13.303774303900001 196.26893085885004 197.63955579655001 13.754580103150001 78.595990734650016 181.80369070585002 36.124429763000009 186.16747084260001 29.593577021650002 14.266702464150002 70.389210771400016 40.974857724300008 192.28474763930004 207.04102956050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 7 -6 -7 -3 10 -10 -8 12 14 -14 16 -16 -12 19 -19 -18 -21 -22 23 26 25 -25 -23 28 29 -20
right_child=1 4 -4 -5 5 6 8 -9 9 -11 11 -13 13 -15 15 -17 17 18 27 20 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00017161118406603716 0.033353772843099788 0.0027281215771319538 0.084374592589429795 -0.10005935251502973 -0.10015644412816301 -0.0017966080707363338 0.0010678090163257529 0.00015195491009425239 0.00073949556335276088 -0.002673988869498504 0.0012071530657698098 -0.0022628958823334463 -0.00058721471458688713 0.0030931641039904437 -0.0024472359954832192 3.043853028897838e-05 -0.00026504929053651027 0.0020003578999124349 0.003855685472583293 -0.07890812967508791 0.00071905982541967193 0.076642591679257285 0.040132010665746898 0.10005016047658213 -0.10010765991259492 -0.081567921223657053 -0.0061150606806358726 0.001922812156524945 -7.2358550416348026e-05 -0.00061844337214602709
leaf_weight=13.105192321240656 0.0066288743473837952 0.52334948186901076 0.011278870631940663 0.0036823116932609423 0.0023645130695645325 0.53847156772863414 1.5432262956528706 0.50176026533699769 0.50600615001530858 0.52681551924496262 1.0141063601895535 0.5081721946644383 0.50141879764123476 0.52877697204894503 0.51618242808399273 1.0111290485829156 3.5207690937932101 0.53843616992867538 0.53758039491076282 0.011599218006722256 0.50726184170417454 0.0012996315580325974 0.0080530464820185443 0.0015152879059314736 0.010335508377465885 0.0025668302230315021 0.001169977454487426 0.51570074832174562 14.163643903554679 1.0136228269943801
leaf_count=1729 18 41 9 39 22 177 42 4 14 61 28 16 10 45 20 38 92 35 90 14 22 21 16 1 37 57 452 44 799 41
internal_value=-4.60906e-07 7.66778e-05 0.0372532 -0.0142905 4.90532e-05 -2.80942e-06 5.63983e-06 0.00146717 4.09429e-05 -0.00100163 8.16434e-05 2.05566e-05 6.81034e-05 0.00130184 1.37292e-05 -0.000806936 7.10998e-05 1.58006e-05 0.000148469 -0.000531542 -0.00225691 -0.00058632 -0.0271365 -0.059215 -0.0757704 -0.014151 0.0374361 8.70339e-05 2.67907e-05 0.000932097
internal_weight=42.1821 29.0769 0.0215901 0.0103112 29.0553 28.0302 28.0279 1.02511 27.4894 1.03282 26.4566 24.9133 24.4052 1.0302 23.375 1.52731 21.8477 20.8336 16.769 4.06457 0.543801 0.532202 0.0249403 0.0168872 0.0144176 0.00408212 0.00246961 16.2305 15.7148 1.5512
internal_count=4034 2305 66 57 2239 2194 2172 45 1995 75 1920 1878 1862 55 1807 58 1749 1721 1009 712 620 606 584 568 95 58 473 974 930 131
is_linear=0
shrinkage=0.1


Tree=788
num_leaves=31
num_cat=0
split_feature=8 19 9 9 15 19 2 16 2 17 16 13 7 18 10 7 18 0 5 18 17 2 18 19 9 18 16 10 7 0
split_gain=7.82409e-05 6.71753e-05 0.00019699 0.000499616 0.000319061 0.000166868 0.000505027 0.000389655 0.000299959 0.000113927 0.000107063 0.000210815 0.000124843 0.000706081 0.000650067 0.00017577 9.32204e-05 8.38539e-05 0.00025662 0.000150843 0.000578918 0.00014766 0.000196429 7.51887e-05 0.000235648 0.000149685 6.5185e-05 0.00050073 0.00430283 0.00697125
threshold=8.8430989333000021 14.451165964200003 201.32298960505003 199.38481636575003 46.683480308100009 14.551174033150001 116.68694986600001 22.704946905950003 181.73369492375005 192.77618096940003 22.584947186600004 117.61735474900001 23.296055099200004 13.142272494650003 62.068432857650002 23.445318439400001 13.603286548350003 86.382848189450016 24.393336510100003 13.712081531300003 192.77618096940003 140.91298750955002 12.971888692100002 14.351157895250003 185.44496129890004 12.933745112000002 20.844951255400005 69.999384342500022 24.761435049050004 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 5 -4 6 -3 8 -7 -8 11 17 13 23 -15 -14 -17 18 -1 20 21 22 -19 25 -25 -12 27 28 29 -21
right_child=-2 2 4 -5 -6 7 9 -9 -10 -11 12 -13 15 14 -16 16 -18 19 -20 26 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024186872711059355 -0.0011924398483680657 0.003675104098362505 0.0032539462539966841 -0.0029044999949753639 -0.00022843926479563546 -0.0031888491679441912 -0.00055196461962967206 0.0017337881482632979 0.00020470512529048858 0.00094424910631881625 9.1448080302009951e-05 0.0020996226220163813 0.00097093404042916545 -0.0054378203391095906 -0.0004462604347089015 -0.00091008800795823941 1.0098818916963992e-05 -0.00027631534318524315 0.00075644149995208933 0.0085202564436087768 0.0037700802815988955 -0.00034356526124769556 0.0024914668996704192 -0.00082062109861845585 0.001421661032737922 -0.00139525333211291 -0.00056329588926827209 -6.8195065247563205e-05 -0.00016372165515546214 0.084813657670749942
leaf_weight=0.51129949663525132 0.54365579402551745 0.52714592397387594 0.54354967060243076 0.50851282008839405 0.50992044451493257 0.53255833971665811 1.0096635341826004 0.56403822315769492 0.50980480623105551 1.0261017225251912 2.0128687744438865 0.51264047387514722 1.5241151049849575 0.52642481511510686 0.51728289580559339 1.5158247171680725 4.0222374447671427 0.50386429828234047 0.50690700061465033 0.048837941126639396 0.51963534232345399 1.9990364907494149 0.52211596824128392 0.86449061965686236 1.0236774434763189 1.020597851676097 2.0151980858399829 15.216109828766974 0.50367049676347886 0.015868049977975772
leaf_count=116 201 45 95 28 26 70 26 24 22 32 32 95 18 48 19 31 78 17 395 99 61 58 85 21 36 33 53 2104 32 34
internal_value=-5.45548e-07 1.50182e-05 0.000332938 5.47203e-05 0.00156834 0.000415643 0.000916502 -0.000383445 -0.00152911 0.000202183 -3.57327e-05 9.45855e-05 -0.00026456 -0.000601384 -0.0029639 1.99515e-05 -0.000241766 4.86219e-05 -0.000837972 9.09158e-05 0.000686633 0.000156961 0.00113219 -0.000100377 0.000395041 -0.000408747 -2.77162e-05 4.0661e-05 0.00295487 0.0272299
internal_weight=42.1777 41.634 5.7313 4.67783 1.05347 4.16931 2.56291 1.6064 1.04236 2.03577 35.9027 22.8752 13.0275 5.96534 1.04371 7.06218 5.53806 22.3625 1.01821 21.3443 3.54465 3.02502 1.02598 4.92163 1.88817 3.03347 17.7997 15.7845 0.568376 0.064706
internal_count=4034 3833 368 247 121 219 103 116 92 58 3465 3149 316 189 67 127 109 3054 511 2543 221 160 102 122 57 65 2322 2269 165 133
is_linear=0
shrinkage=0.1


Tree=789
num_leaves=31
num_cat=0
split_feature=19 2 15 15 9 10 17 5 3 5 12 15 2 15 15 15 3 5 16 3 5 6 2 6 6 3 10 9 4 6
split_gain=7.22729e-05 0.000187608 0.000105228 8.36679e-05 0.000372242 8.53002e-05 0.000600819 0.000195723 0.000190862 0.000164082 0.000480217 0.00013947 0.000133302 0.000445103 0.000245928 0.000168253 0.000397801 0.000144033 0.000383633 0.000730583 0.000169759 0.00107909 0.00013914 0.000110612 0.000243061 0.000112333 0.000139389 9.84268e-05 0.000250927 9.19874e-05
threshold=14.651182102100002 32.468269602050007 36.742238227650013 45.169600924000008 195.41812862360004 61.93938686740001 190.4716172434 21.991679690250006 93.819123378250012 23.455765688150006 235.23594993900002 42.713473568600008 176.09844955530005 39.540459766400012 37.050691080100002 39.296024648600003 93.499196860750018 20.911722254300006 22.604947139800004 93.794927255050013 19.234448447350001 16.415383542800004 105.22786026870001 14.980350013450002 14.745344522600002 83.538459487450012 62.213609596700003 203.72699028675004 223.326937759 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 -1 -2 5 -5 6 7 -3 -9 11 -11 12 15 14 -14 17 -17 20 22 -20 23 -22 -19 24 25 -7 -27 28 -24 -23
right_child=2 3 -4 4 -6 9 -8 8 -10 10 -12 -13 13 -15 -16 16 -18 18 19 -21 21 29 27 -25 -26 26 -28 -29 -30 -31
leaf_value=0.036207367342321911 -0.00021140227240729317 0.0016941773442975296 0.0018004797856116341 4.5954022256867235e-05 -0.0029158724814930185 1.3251684672520745e-05 0.0035523594502047183 -0.0021694039965694271 5.6841375449366407e-06 -0.003537803935747129 0.00022197086433395943 0.0016462992480314961 -0.00058738966017897183 -0.0032614265925045962 0.0018485668567182036 0.0019101250623723726 -0.00022513021781255289 0.00094639016957336378 -0.0047740269363694349 0.00051832746934109438 0.0046980877934565696 -0.00084393145190524285 -0.00020519657375617283 -0.0014674636078116907 0.0020803338159700638 0.00012536252586849546 -0.0022077021048484734 0.00013245589443445271 -0.0027628644365449559 0.00038398499540961213
leaf_weight=0.0014293386302658409 0.50579544649371999 0.51550322452822328 0.53490103950815637 2.0193778081591054 0.53721811114818541 15.140861266841949 0.5400408684170962 0.51061153877526555 1.9218616982270176 0.51331691885878794 1.0044846670428336 0.51504882662277296 2.0175475302499395 0.53471813994872963 0.52159281160094195 1.537164051809554 2.0178321997118474 1.014799788179453 0.53754112788010366 0.50672238469996955 0.57167774625985135 1.0230082591442626 1.5068885401205587 0.51888116289629138 0.55106922889899479 0.5004197880625727 0.52445892004611538 2.0060598314209588 0.51456830522059949 1.5114745427210388
leaf_count=11 18 44 59 79 131 888 60 11 437 147 35 47 948 82 76 32 32 88 36 18 132 54 78 68 74 2 278 16 23 30
internal_value=-3.2912e-07 -2.11501e-05 0.000822672 -2.24089e-05 -0.000576415 1.43054e-05 0.000485942 -7.5796e-05 -0.000450899 -3.25761e-05 -0.00104958 1.34024e-05 -1.2039e-05 -0.000639207 -8.6993e-05 5.22574e-05 0.000698144 -3.46235e-05 -0.000461403 -0.00220594 9.30752e-05 0.000773568 -0.000100109 -2.9561e-05 1.50707e-05 -5.53314e-05 -0.00106853 -0.000363792 -0.000856259 -0.000111646
internal_weight=42.1769 41.1362 1.0407 41.1347 2.5566 38.5782 3.48802 2.94798 2.43247 35.0901 1.5178 33.5723 33.0573 3.07386 2.53914 29.9834 3.555 26.4284 6.08658 1.04426 20.3419 3.10616 5.04232 17.2357 16.7168 16.1657 1.02488 4.02752 2.02146 2.53448
internal_count=4034 3957 77 3946 210 3736 552 492 448 3184 182 3002 2955 1106 1024 1849 64 1785 259 54 1526 216 205 1310 1242 1168 280 117 101 84
is_linear=0
shrinkage=0.1


Tree=790
num_leaves=31
num_cat=0
split_feature=8 19 5 5 18 2 6 10 5 18 14 10 0 15 17 15 6 15 15 5 13 9 15 16 9 15 6 16 15 16
split_gain=8.43145e-05 6.66483e-05 8.79299e-05 7.2563e-05 0.000303987 0.000157045 0.000122011 9.62685e-05 8.29623e-05 0.00061397 0.000975099 0.000144392 0.000129715 9.50315e-05 0.000340264 0.000167201 0.000291594 0.000119017 0.000179528 9.62548e-05 0.000371825 9.76656e-05 7.43106e-05 0.00019637 0.000346548 0.000173929 0.000453795 0.000302687 0.000233536 0.000115649
threshold=8.8430989333000021 14.651182102100002 21.089169479000002 23.730745871350006 13.405476405600002 197.87172150825003 16.445384243750002 61.998532946250002 22.649179082500002 13.204532713600001 286.86295687135004 62.041548276350007 85.764502819450016 39.883592142850006 191.58460912770002 38.884669609800007 16.465384711100004 38.483556206400003 37.870720399650004 20.911722254300006 117.47755492620001 188.96048214565005 26.809453849000004 15.969962655300002 190.49354742400001 31.385732506450001 14.815346158200002 18.844955932300003 32.393814985100008 15.484963789400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -5 -7 -8 13 12 -11 -12 -10 15 -15 17 -17 18 19 22 -21 -22 23 29 -25 26 27 -24 -27 -1
right_child=-2 2 -4 4 -6 6 7 -9 9 10 11 -13 -14 14 -16 16 -18 -19 -20 20 21 -23 25 24 -26 28 -28 -29 -30 -31
leaf_value=-9.9457782169294333e-05 -0.0012377665351360782 -0.00013833893675756567 0.001709876633804421 -0.0016370735248858682 -0.0026356140641881284 0.0016610756278280315 -0.0012666177530683905 0.0003279664068623529 7.176090027477845e-05 0.0054709769924242242 0.0014099862941107546 -0.0009707084785218616 -0.001325767986710919 -1.0147168255192276e-05 -0.0028491945192370043 0.0029234768245036472 -0.0004245953657886376 -0.0015317941857747603 0.0013132042463863851 -0.0029338607361550357 0.00072638136559835878 -0.00038536570625336312 0.0022926746088538412 0.00040265262577477746 -0.0032691123760966567 -0.0020508798579825212 0.0034491902829007202 -0.00047428014208179218 0.00013185960490404378 0.001431083337572873
leaf_weight=7.5778239627589121 0.54345064818283972 0.50158689328236394 0.528785031773225 0.51627218917775852 0.53376183204310068 0.50863567686755073 0.50550626994723891 1.508197088315157 1.9157224376815927 0.5416325186661427 0.5097247378216706 0.50932588634786613 1.0165934750138488 2.0173678814662717 0.53387093705229416 0.52889786592953558 0.51189691068429966 0.50709353070062846 1.0249624676788069 0.53031430554173553 1.0194359365123089 3.5138400592416019 0.53451221768864687 0.50493468274567799 0.52359528017898072 0.51522009946209735 0.56374172266714584 1.5186100206030912 10.082912075755052 0.52809188806893281
leaf_count=1295 201 6 40 437 135 21 86 28 45 41 24 34 23 32 93 47 10 19 37 138 33 80 151 138 189 110 120 45 309 67
internal_value=-2.39209e-07 1.59147e-05 0.000810162 -4.24092e-06 -0.000434649 -4.8028e-05 0.000277218 -7.23271e-05 3.72814e-05 0.000440077 0.00204241 0.000220105 -0.000412743 -1.83399e-05 -0.000604245 3.15097e-05 0.00127679 -1.32674e-05 1.38103e-05 -3.47735e-05 -0.000428447 -0.000135358 5.4419e-05 -0.000164904 -0.00146654 0.000206019 0.000936108 0.000246072 2.57474e-05 2.55361e-07
internal_weight=42.1763 41.6329 1.03037 40.6025 3.57237 3.03861 2.52234 2.0137 37.0301 4.493 1.56068 1.01905 2.93232 32.5371 2.55124 29.9859 1.04079 28.9451 28.438 27.413 5.06359 4.53328 22.3494 9.13445 1.02853 13.215 2.61686 2.05312 10.5981 8.10592
internal_count=4034 3833 46 3787 707 572 135 114 3080 167 99 58 68 2913 125 2788 57 2731 2712 2675 251 113 2424 1689 327 735 316 196 419 1362
is_linear=0
shrinkage=0.1


Tree=791
num_leaves=31
num_cat=0
split_feature=3 2 6 5 2 6 18 18 0 18 3 18 3 13 6 12 8 0 9 7 9 18 18 5 9 6 6 6 15 5
split_gain=6.87065e-05 0.000422863 0.0027313 0.00404017 0.00162574 0.00024751 0.000171314 0.000699574 0.000258455 0.000506814 0.000329968 0.00064865 0.000171267 0.000509321 0.000122033 0.000363752 8.15782e-05 0.000234704 0.00012496 8.20875e-05 0.00014812 0.000124735 0.000333058 0.000105431 8.67597e-05 7.94865e-05 0.000101123 0.000648553 0.00019959 0.000141596
threshold=93.281431752200021 72.043920985000014 16.565387047600002 21.043187000650004 56.478612905150008 16.405383309150004 13.4793103924 13.531614672700002 86.692020874450009 13.192618516750001 92.598563387050021 13.342238590850002 93.458869988800004 117.63886241405002 16.565387047600002 63.174563425750001 8.7431769115000026 85.925810307250018 201.14010537530001 22.516377366000004 185.90443620030001 13.112573650350003 12.909082926650003 23.389417063900002 194.56033515110002 16.525386113000007 16.165377701450002 16.375382608200002 36.742238227650013 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=6 2 -2 -4 -5 -3 8 -8 9 -1 11 -10 13 -7 15 -9 18 -18 19 20 -14 22 -21 -23 -25 26 -17 -28 29 -29
right_child=1 5 3 4 -6 12 7 14 10 -11 -12 -13 16 -15 -16 25 17 -19 -20 21 -22 23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0002735551287648938 -0.047023839190325711 -0.0023607420934238631 0.10004973244015969 0.028796993794457982 -0.068890424723449389 -0.0034936941196480119 -0.0036760222494607825 0.045833881521463886 -0.00066384816170069816 0.0041226919150718659 -0.0001596408385505249 0.0043168069545920446 -1.9440980414679417e-05 0.00091418836837583767 0.0015492071102268532 -6.5364344777249657e-05 -0.00021103183209933573 0.0024099952894451218 -0.0016450369340897135 -0.00066554539249588499 -0.0019516426377011173 -0.00094275324783705996 0.0029375863945324968 -0.00014400395865147195 0.00099041691628799756 -0.00086920776695745435 0.0037083532790768304 -0.0023650119830924432 0.00042891948609387836 1.5507859594293576e-06
leaf_weight=0.51208137656795016 0.0050856068555708003 0.52600705133995518 0.0059499713864030745 0.0040776915056994767 0.0029261515346874489 0.5377856432824053 0.51842633590198772 0.0017316496232550041 0.52119728223384221 0.53745801295735873 4.0074050698312931 0.52473195746794321 1.3803923212948594 0.51143245038110763 0.52140116388231561 18.801559639358949 1.0165301190592018 0.51460049568231614 0.50824326126593877 0.5022624168632317 0.556762753298229 1.0127626515629233 0.52438495506178473 2.0127656843358079 1.013709616636991 1.0089503776170534 0.54151419749359675 0.51064276667966602 3.0323410668279394 0.50074364984902786
leaf_count=13 32 211 10 27 25 38 16 4 81 32 23 49 476 8 42 2400 112 14 24 10 31 25 33 35 38 14 75 44 38 54
internal_value=-1.66392e-07 -0.000219961 0.0150775 0.0394582 -0.0120161 -0.000245951 7.39505e-05 -4.02048e-05 0.00054976 0.00197772 0.000253184 0.0018349 -0.000135722 -0.00134511 3.54367e-05 3.08579e-06 4.60705e-06 0.000669874 -0.000131004 -2.11232e-05 -0.00057478 0.000190591 0.00117484 -5.95747e-05 0.000235967 -1.67354e-07 3.73247e-05 0.000458396 2.31792e-05 -0.00119331
internal_weight=42.1759 10.6357 0.0180394 0.0129538 0.00700384 10.6176 31.5402 25.4373 6.10287 1.04954 5.05333 1.04593 10.0916 1.04922 24.9189 24.3975 9.04241 1.53113 7.51128 7.00304 1.93716 5.06589 1.02665 4.03924 3.02648 24.3958 23.3868 4.58524 4.04373 1.01139
internal_count=4034 1149 94 62 52 1055 2885 2687 198 45 153 130 844 46 2671 2629 798 126 672 648 507 141 43 98 73 2625 2611 211 136 98
is_linear=0
shrinkage=0.1


Tree=792
num_leaves=31
num_cat=0
split_feature=8 19 5 6 9 17 0 15 16 18 7 6 3 15 13 6 6 8 16 3 9 12 9 9 9 9 9 9 12 4
split_gain=9.85554e-05 7.67189e-05 0.000241801 0.000167878 0.000178793 0.000452135 0.000280985 0.00028941 7.78659e-05 0.000289671 0.000885287 0.000135492 0.000440071 0.000531621 0.000158949 0.000146718 0.000310852 0.000452013 0.000282497 0.000214522 0.000173484 7.83712e-05 6.45323e-05 5.40949e-05 0.000257025 8.89349e-05 0.000133565 0.000133997 0.000110703 0.00019525
threshold=8.8430989333000021 14.451165964200003 20.305669781650003 16.345381907250005 192.39832633775004 188.19076296340003 85.861287312150012 37.870720399650004 22.534947303500005 13.712081531300003 23.032902590750002 16.405383309150004 92.324340657750014 40.309074029200012 117.28936285705002 16.465384711100004 16.505385645700006 8.7431769115000026 22.594947163200004 93.181958801350021 194.56033515110002 63.174563425750001 189.78071820640002 196.26893085885004 191.29995577870002 198.49982034990003 199.17419511990002 199.38481636575003 86.968866757150025 169.62532823300003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -4 5 -5 -6 -8 9 10 -1 12 14 -14 -10 18 17 -17 -13 -18 22 -11 -21 24 -23 -25 -27 -28 -29 -30
right_child=-2 2 3 4 6 -7 7 -9 11 21 -12 15 13 -15 -16 16 19 -19 -20 20 -22 23 -24 25 -26 26 27 28 29 -31
leaf_value=-0.00031964327916710723 -0.0013387155020030358 0.0023970197761499275 -0.0015304249692019445 -0.00065886190436240523 -0.0020482370362790462 0.0034943935595679407 -0.00031269987393482853 0.0017394404840647701 -0.00081733741025393977 0.02452724084330454 0.0047147407130834328 -0.0001439032629410448 -0.00018274298640264658 -0.0047304777378130922 0.00063333090962191402 -0.0039538436281407376 -0.0011031971537900879 0.00023836096816813514 0.0015220499116839373 9.0284959133233507e-05 0.00097512561193304989 7.2535620981676192e-05 -0.0008627136238900312 0.0013206288854653776 -0.0023988579081121219 -0.0015860593579133586 0.0016577940242914443 0.00081232217199616111 -0.0020011381140428628 -9.8604423468281972e-06
leaf_weight=1.015850506340273 0.54288468961814018 0.52761239011346273 0.53335896346880574 0.50629130964807634 0.56098530117169465 0.54348341020905844 2.0174984065431549 1.0422506430149949 1.5076262789070853 0.0013010868569719438 0.53233451652824548 3.0068715346569661 0.50763041430036526 0.5207228828571181 1.5135933870624283 0.52843591083367847 1.5149110597649267 0.50107820832636207 1.5387444733539855 2.3783950802725617 2.0258655482077756 2.0178669405380676 1.0132569739778485 0.53553211253648569 0.53169874487285396 0.50706399289856463 0.50963287533886514 1.5156712639124172 0.51411759541588153 11.66236808453743
leaf_count=675 201 61 91 18 64 61 33 40 35 2 89 31 22 48 31 53 27 3 41 44 28 958 29 56 173 18 6 48 63 985
internal_value=-4.68248e-08 1.74095e-05 0.000357156 0.000150337 0.000342275 0.00149134 9.12262e-06 0.000386326 -3.68305e-05 9.94233e-05 0.0014114 -0.000196014 -0.000698757 -0.00248556 -9.05707e-05 -3.32405e-05 -0.000292027 -0.00191344 0.000420041 -5.12359e-05 0.000242926 -1.47186e-05 -0.000194424 -1.65131e-05 -0.000442861 5.47919e-05 8.70426e-06 6.56441e-05 6.38299e-06 -9.39365e-05
internal_weight=42.1749 41.632 5.73148 5.20387 4.67051 1.04977 3.62073 3.05975 35.9006 19.3434 1.54819 16.5571 4.04957 1.02835 3.02122 12.5076 7.96194 1.02951 4.54562 6.93243 5.41752 17.7953 3.39165 17.794 2.54957 15.2444 14.7089 14.2018 13.6922 12.1765
internal_count=4034 3833 368 307 216 79 137 73 3465 3073 764 392 136 70 66 256 184 56 72 128 101 2309 73 2307 1131 1176 1120 1102 1096 1048
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=15 13 19 16 0 5 8 6 16 15 15 17 15 15 2 10 17 3 5 14 18 15 18 19 17 2 6 15 15 6
split_gain=0.000116274 0.000153519 0.000140133 9.08769e-05 0.000137035 0.000263386 0.000775737 0.000213785 0.000213013 0.00020484 0.000348433 0.000184543 0.000110576 0.00017744 0.000110309 0.000233746 0.000271522 0.000214587 9.45494e-05 6.16942e-05 0.00111943 9.102e-05 0.00171558 0.00463685 0.000887741 0.00152189 0.00117361 0.000841422 0.00053733 0.000469297
threshold=46.683480308100009 117.61735474900001 14.651182102100002 22.764946765650006 85.995710218650018 22.649179082500002 8.543332867800002 16.445384243750002 22.614947116400003 39.883592142850006 39.296024648600003 191.86029796145002 38.483556206400003 37.870720399650004 114.12323913765002 61.987779113750001 182.63036160245002 93.980430866100008 21.500664456800006 273.54171774295008 12.867440043550003 36.346245650200011 13.431026577400003 14.151141757350002 236.15709471040003 183.39255704500002 13.65531905435 19.571024256300003 26.135540888150004 13.835323260100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 9 -7 -1 -8 10 12 -11 13 18 17 16 -16 -9 19 20 -6 22 -21 24 25 -24 27 -27 -26 -28
right_child=1 -3 -4 -5 5 6 8 14 -10 11 -12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 -23 23 -25 28 26 29 -29 -30 -31
leaf_value=-0.0023686204943017021 -0.0022709515627064489 -0.0001442311111111481 0.0016349396661963656 0.0012681214548470538 0.056427229734810062 0.0043221529362434587 0.0011511117964619749 0.0021004331666553233 -0.00089920186029035596 -2.8401375356164934e-05 0.0026106301776737707 -0.0026914164937986334 -0.0010335826434019449 0.0013230360846628294 -0.00017258177158257704 -8.3715289480623548e-05 -0.0034326445462934552 -0.0004622242924568412 -0.0013692087695918941 -0.00051140807363773001 3.5911331767609339e-05 -5.5168390681564754e-05 -0.066064175356753629 -0.090567252775432039 0.0032460748013735281 0.022401745720537599 0.090328854128064254 -0.10000885449273322 0.095397130714766895 0.024561213252855138
leaf_weight=0.52892682901901 0.51091541623832304 1.0112181754542695 0.5382622360248196 0.56658852627640399 0.0035207242053968404 0.56338263776199982 1.0147929467711949 0.5251010954234504 1.0120750413298081 0.5094386240016332 0.51735604687655623 0.53194990368225825 1.0135825271399195 1.0221065676826153 0.50138494848091664 3.0121129284762045 0.52089676458357459 0.86505341835130978 0.50891546079240768 0.4982927912475581 25.375786029614464 1.002089888076547 0.0030226968657270084 0.0078346553447659062 0.001053035933413494 0.0010702196959347272 0.0015712152489300024 0.0011814047287342757 0.0015854428424120215 0.0035060434825586739
leaf_count=202 92 44 67 83 14 92 21 36 21 17 14 88 35 35 303 85 39 157 42 4 1509 55 147 45 98 406 14 203 20 46
internal_value=1.07361e-08 -0.000858081 3.21399e-05 1.06331e-05 -7.38258e-06 7.09802e-05 0.00103971 -0.000449566 0.00012733 -9.95329e-06 3.79667e-05 -0.00138869 -7.23544e-06 2.93538e-05 -0.000262446 -0.000527153 -0.00183372 0.000505765 -1.88881e-05 6.65789e-06 4.37342e-05 -0.00061191 -0.00168663 -0.0298073 0.00683873 -0.00635935 0.0182651 -0.0418259 0.058619 0.0449138
internal_weight=42.1746 1.52213 40.6524 40.1142 39.5476 33.5941 2.59025 5.95348 2.02687 31.0039 29.9625 1.04139 29.4451 28.4315 5.42455 4.03439 1.02228 1.39015 27.4094 26.9005 25.3793 1.52121 0.519118 0.0208247 0.0129901 0.0103516 0.00732888 0.00225162 0.00263848 0.00507726
internal_count=4034 136 3898 3831 3748 2926 134 822 42 2792 2687 105 2673 2638 620 427 342 193 2603 2561 1523 1038 983 979 934 816 669 609 118 60
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=15 13 19 16 0 5 4 18 12 6 15 15 17 4 17 17 7 6 6 16 16 6 9 6 6 7 0 8 3 7
split_gain=9.41146e-05 0.000124072 0.000113647 7.36985e-05 0.000110927 0.000213592 0.000678346 0.000874391 0.000250268 0.000172817 0.000165739 0.000282806 0.000149081 9.98012e-05 9.11473e-05 0.000263985 0.000128112 8.99221e-05 0.00021708 0.000464274 0.000233058 0.000234216 0.000386171 0.000143865 0.000142411 0.000118182 0.000106235 0.000101793 8.00059e-05 6.85945e-05
threshold=46.683480308100009 117.61735474900001 14.651182102100002 22.764946765650006 85.995710218650018 22.649179082500002 286.25887787650009 13.204532713600001 241.11057232950003 16.445384243750002 39.883592142850006 39.296024648600003 191.86029796145002 127.35214607660002 189.19102531915004 188.19076296340003 23.296055099200004 16.455384477450004 15.975373262050001 22.554947256700004 22.644947046300004 14.980350013450002 194.31002311890003 14.745344522600002 14.415336812050002 23.604435110900003 86.89903215050002 8.4434108459500017 93.72771580185001 23.667467222350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 -7 -8 -1 11 13 -12 -6 15 28 -16 18 20 -20 21 23 -23 24 29 -21 -19 -28 -11 -15
right_child=1 -3 -4 -5 5 6 8 -9 -10 14 12 -13 -14 17 16 -17 -18 26 19 25 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0021285102757266326 -0.0020407596327708059 -0.00012979524990353215 0.0014730724725107954 0.0011425461011981951 -0.03052126668072604 -9.1719775157726209e-05 -0.0013259929920207043 0.0056795489644118347 0.0013602906227603482 -0.0014856043773487397 -2.5565075222487182e-05 0.002353936512132154 -0.002418114012955613 0.0011710833073003812 -0.0021854952492945776 0.0020954118376795665 4.9602633240590407e-05 -0.00015863112962810394 0.0035174648236888715 0.00085644718306301286 0.0020747487339410698 -0.00028160761251711978 -0.0034040935662062073 0.0016038777819091855 -0.0016473722840391017 -0.00054056379318973946 -0.00025643196681194897 -0.0022492781263719164 -0.00014291905900760407 -6.64491341119233e-06
leaf_weight=0.52969116221371315 0.51165064364693025 1.0113145455575812 0.53769973463158649 0.56601266544868067 0.0010717712793874004 0.50744712955531779 1.0085821868890685 0.54389870463745638 0.52857948150405443 0.51095298867585404 0.50944814625290835 0.51644577481920251 0.53281706848691512 0.51067174611894905 0.52077450257485558 0.51236721028726595 0.50524974785085419 5.5398998143621148 0.5450227190049185 1.5183471623313383 0.5109957124623169 1.5110540531391721 0.53677550643715211 0.56261433850447318 0.5221552726311981 1.0072834034654077 0.50561466217652629 0.51983305532606039 3.3759661905763902 15.652379139752369
leaf_count=202 92 44 67 83 5 14 23 39 58 16 17 14 88 268 45 18 29 61 133 40 19 45 80 130 182 15 13 52 512 1630
internal_value=-1.14997e-08 -0.000771797 2.89039e-05 9.54489e-06 -6.67152e-06 6.38462e-05 0.000936526 0.00289396 -0.000402268 -0.000404447 -9.01708e-06 3.41081e-05 -0.00124866 -6.5819e-06 -0.000236121 -3.81752e-05 -0.00108486 -5.4711e-06 8.81495e-05 0.000870493 -3.31384e-05 -8.89603e-05 -0.00110007 3.10886e-05 -2.19448e-05 0.000299285 -0.000331697 -0.00126667 -0.000319421 3.05654e-05
internal_weight=42.1726 1.52297 40.6497 40.112 39.5459 33.5909 2.58851 1.05135 1.53716 5.955 31.0024 29.9602 1.04227 29.4437 5.42531 4.39929 1.02602 29.4426 22.8773 3.07065 19.8066 19.2957 2.04783 17.2478 16.6852 2.52563 6.56535 1.02545 3.88692 16.1631
internal_count=4034 136 3898 3831 3748 2926 134 53 81 822 2792 2687 105 2673 620 546 74 2668 2542 188 2354 2335 125 2210 2080 55 126 65 528 1898
is_linear=0
shrinkage=0.1


Tree=795
num_leaves=31
num_cat=0
split_feature=8 15 19 9 9 17 9 17 15 16 2 9 6 9 8 8 9 15 3 0 15 15 13 18 6 6 13 18 9 13
split_gain=8.97331e-05 7.8943e-05 0.000142636 0.000395405 0.000459085 0.000213935 0.000495258 0.00021271 0.000662387 0.000142037 7.72644e-05 0.00287884 0.00395431 0.00140527 0.00129342 0.000271088 9.16346e-05 6.96531e-05 9.71184e-05 0.000355393 0.000134396 0.000401412 0.000229999 0.00116336 0.000110533 0.000172271 0.000153658 0.000151134 0.000166972 0.000127207
threshold=8.8430989333000021 46.683480308100009 14.451165964200003 201.32298960505003 199.38481636575003 188.19076296340003 192.31210988165003 195.18216166535004 37.050691080100002 22.584947186600004 225.71432550675004 206.57490536735003 16.385382841850003 204.68881850780005 8.1436447804000007 8.2435668022500028 188.96048214565005 45.858046225550005 93.499196860750018 85.877418060900013 41.195083317300011 43.216642080150002 95.862351557400004 12.867440043550003 16.455384477450004 16.285380505300001 117.48293184245001 13.065205089100003 205.22231928645002 117.49368567500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 4 5 -4 -7 -8 -9 -3 17 12 13 14 -12 16 -14 18 20 -20 22 -22 -1 -24 25 29 -27 -26 -29 -25
right_child=-2 9 3 -5 -6 6 7 8 -10 -11 11 -13 15 -15 -16 -17 -18 -19 19 -21 21 -23 23 24 27 26 -28 28 -30 -31
leaf_value=-0.043765352879243762 -0.0012772807289928791 4.226800211689467e-06 -0.00065241059074039949 0.0030864442138890777 -0.0025993766093658998 0.0037051200113156837 -0.00034476064065103212 -0.0010623872816482099 0.0039839161509334807 -0.0020345879858849575 0.055635711312547853 -2.9654412238763766e-05 -0.041184622318379507 0.09416220202645055 -0.075039311058370098 -0.10019916639200405 -0.07879669044867009 0.0011525184531261594 -0.00013699161618176456 -0.0029115426498007094 0.0022112912786346572 -0.00058928479816747236 0.059659663424853994 -1.2519180630247604e-05 0.00034282366746884703 0.0022814577992545213 0.00042909768622998134 -0.001613666617146914 -0.00013148026369682019 -0.0016214716582720183
leaf_weight=0.0012018992535115505 0.5429100621902937 1.0029354601626543 1.0511591495596819 0.54260256036059207 0.50933294660278683 0.55512552501022616 1.5181766445615497 0.51003163812401886 0.53084452077820288 0.51828030939434722 0.0013678499629080692 0.50605154899949145 0.0012017899730851715 0.0018222582079658878 0.0016973846795735881 0.0058798269674298353 0.0014050438039703295 0.50682187510935151 3.9005642392976894 0.52363828055422335 1.029224151807113 1.018016192182756 0.0032660062679558113 18.792729105672464 1.5048301144270215 0.52579140181842321 3.0198593001478002 1.5406738074576938 1.5000341970389852 0.50458331104164145
leaf_count=604 201 22 30 95 26 88 31 12 31 98 416 175 68 11 11 7 4 27 573 24 27 19 13 1222 8 90 38 39 17 7
internal_value=3.65633e-08 1.66948e-05 4.35135e-05 0.00053119 0.000234595 0.00058113 0.000997498 0.000410144 0.00151122 -0.0006904 -2.94098e-05 -0.00123993 -0.0470342 0.0246176 -0.0167261 -0.0882988 -0.061457 -1.11162e-05 -2.85314e-05 -0.000465381 3.71173e-05 0.000818669 -2.12928e-05 -1.93733e-05 -2.64899e-05 6.31244e-05 0.000703788 -0.000476834 -0.000882478 -5.45898e-05
internal_weight=42.1721 41.6291 40.1079 5.21727 4.67467 4.16534 3.11418 2.55905 1.04088 1.52122 34.8907 0.519426 0.0133742 0.00488749 0.00306523 0.00848666 0.00260683 34.3712 33.8644 4.4242 29.4402 2.04724 27.393 27.3918 27.3885 22.843 3.54565 4.54554 3.04071 19.2973
internal_count=4034 3833 3713 313 218 192 162 74 43 120 3400 692 517 438 427 79 72 2708 2681 597 2084 46 2038 1434 1421 1357 128 64 56 1229
is_linear=0
shrinkage=0.1


Tree=796
num_leaves=31
num_cat=0
split_feature=8 19 6 15 5 16 0 6 5 8 15 15 8 4 15 15 5 13 5 2 13 7 17 14 15 3 17 18 3 18
split_gain=7.26212e-05 6.86057e-05 8.44352e-05 8.31665e-05 0.000136443 7.99097e-05 9.30506e-05 0.000183712 0.000178847 0.000738801 0.000170294 0.000262262 0.000149371 8.96102e-05 8.79195e-05 0.000144285 8.82788e-05 0.000249796 0.000151907 8.17544e-05 0.000228506 0.000344076 0.000191853 6.12481e-05 0.00106856 0.00314744 0.000537451 0.000494465 0.00141636 0.000674037
threshold=8.8430989333000021 14.651182102100002 16.415383542800004 46.683480308100009 25.568932055400001 22.764946765650006 85.995710218650018 16.445384243750002 22.649179082500002 8.543332867800002 39.883592142850006 39.296024648600003 8.6432548896500023 127.35214607660002 38.483556206400003 37.870720399650004 20.911722254300006 117.47755492620001 20.769304081650002 106.79778736115001 117.60660091645001 23.356162058950002 185.82794795070004 275.12526233465002 36.124429763000009 85.788698942600021 192.20712075930001 15.534338342150003 83.705143891500015 15.724500043600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 6 7 -1 10 -10 11 13 -12 -8 15 16 18 -18 23 22 -21 -22 -9 -15 25 26 -25 28 -28 -29
right_child=-2 2 -4 4 -6 -7 8 19 9 -11 12 -13 -14 14 -16 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.0021433833971387381 -0.0011486284266567996 -0.0001012459266920753 0.0017094632488781653 -0.0020468243318126226 0.00026655783142803851 0.0012031800799936197 -0.029101977313999522 -0.00043943064442645451 0.0040732350165050878 -2.6672268102302963e-05 -0.0024240527090838991 0.0022770331834483393 -2.8746701109506256e-05 6.0914745693931733e-05 -0.00091053225391349302 0.0012040889176694047 -0.0024493532581325184 -0.00013958830667483107 0.0017814227980095078 2.164564087792838e-05 -0.0035110896192274582 0.00015208855304604379 0.0019931375684460219 -0.047542982932503142 -0.00023219340525380079 -0.085806997395291129 -0.10003347420668927 0.094594474323553973 0.050532062820514305 0.014367486735356911
leaf_weight=0.52844135674874149 0.54332870245639853 0.5057388373672882 0.52472754789778264 0.51297961092512001 0.50685750898873805 0.56039118426997347 0.0010578145047500645 0.86387468430258862 0.56168249308284091 2.0208528536604717 0.53478800068707844 0.51616654671943152 0.50730198246401415 21.312190251168463 1.0143936554627853 1.0209099625186748 0.52990150599267849 4.0224544313539354 0.50960313481729969 3.012358619306382 0.52045620151422134 0.50541205737181372 0.51900437109361519 0.0015324034724459494 0.49973285460175099 0.005731413382757621 0.0011838999208084733 0.0013475365335120504 0.0013229026185715108 0.0046991732067598463
leaf_count=199 201 12 34 66 45 37 5 102 92 32 95 14 10 1390 35 34 73 84 34 340 97 6 29 283 34 57 44 23 24 503
internal_value=1.27914e-08 1.50052e-05 0.000820792 -5.44814e-06 -0.000897077 1.75279e-05 4.98369e-07 -0.000363576 6.60044e-05 0.000865027 -1.68627e-06 4.27798e-05 -0.00125799 2.91103e-06 3.97542e-06 3.72126e-05 -7.08967e-06 -0.000408449 7.47074e-05 -0.000190083 -0.000417336 -0.00170636 0.00047353 3.48614e-05 -0.00104215 -0.0266319 0.00699482 0.0167655 -0.0205763 0.0322464
internal_weight=42.1704 41.6271 1.03047 40.5966 1.01984 39.5768 39.0164 5.94955 33.0669 2.58254 30.4843 29.4422 1.04209 28.9261 28.925 27.9106 26.8897 4.55236 22.3373 5.42111 4.03823 1.02587 1.38288 21.8277 0.51555 0.0158173 0.0100859 0.00855351 0.0025068 0.00604671
internal_count=4034 3833 46 3787 111 3676 3639 773 2866 124 2742 2637 105 2623 2618 2583 2549 157 2392 574 443 103 131 2358 968 934 877 594 68 526
is_linear=0
shrinkage=0.1


Tree=797
num_leaves=31
num_cat=0
split_feature=8 8 13 3 18 18 18 13 19 4 14 6 6 16 15 0 17 19 5 6 6 5 10 7 9 12 9 7 13 12
split_gain=5.87768e-05 6.32211e-05 0.000115006 0.00014461 0.000282909 0.000171282 0.000672718 0.000459134 0.000473691 0.000147287 0.000426544 0.000137979 0.000131871 0.00011753 0.000129257 0.000220694 0.000421966 0.000102842 0.000328043 0.00010264 0.000147447 0.000107114 9.2361e-05 7.24788e-05 0.000194873 5.25763e-05 5.4957e-05 0.000334797 0.000577952 0.00060188
threshold=8.8430989333000021 8.7431769115000026 117.74908919740001 93.281431752200021 13.390703749000002 13.4793103924 13.531614672700002 117.55283175385001 14.251149826300002 244.52697497700004 221.05462191075003 16.405383309150004 16.445384243750002 22.574947209950004 36.346245650200011 85.925810307250018 192.61429575720004 14.151141757350002 23.545618314050007 16.565387047600002 16.525386113000007 22.127107789600004 61.998532946250002 23.165384528550003 183.49441567960005 82.696898122450008 201.61239113610003 25.056419190500005 112.64908412395 84.052159000300023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 9 -9 10 12 -5 -1 -13 -15 22 -17 -3 -19 20 21 25 23 24 -16 -8 -27 28 29 -28
right_child=-2 17 -4 4 -6 6 19 8 -10 -11 -12 13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.001351397584058709 -0.0010330087007438525 -2.9040468497283516e-05 0.0011037921958994507 -0.0018253176571107464 -0.002628964358799008 -0.0036208214549367083 -0.00098729283723230678 0.00025097492792489339 0.004499398887776028 -0.00051912192708454508 0.0031859729756333285 0.0013147679305584845 -0.00050215841703735945 0.00055292678092442584 0.00021800689917099751 -0.0037903285353294031 0.00026233818026127762 0.0030083681456826088 -0.00056394932411813088 0.0014218669148365203 -0.0011943837476573627 0.0014321177860058562 0.00031299901478501517 -2.862789922669744e-05 -0.0024942621009883706 0.00018626767341096273 -0.00040938160143334638 0.00019922555981053943 0.00012101604369417954 -0.0052046080659498327
leaf_weight=0.51522956041888779 0.54370531245249409 1.5059409846435294 0.89318364782927417 0.52478245421102876 0.53979449205925245 0.51836219146081575 0.51748222771743613 0.50924202357418813 0.54153328955726465 2.0069640530470778 0.51843704193743168 0.51180892250298704 1.5050021269125862 1.5156020481445018 0.50176011072471738 0.52525844229239715 0.50290248001692817 0.52765621981961863 0.50125242760054078 0.51147999157613711 1.0061064777151489 0.5417568301241279 2.014727086467281 1.0024010872184588 0.56116967982199584 11.139825305031428 0.49863258749246531 7.5875769394706962 1.5282978214909233 0.55099147739250043
leaf_count=68 201 16 136 179 110 16 58 5 35 43 24 362 10 45 4 36 5 28 21 17 14 131 50 8 42 1376 2 741 55 196
internal_value=-1.73475e-09 1.34913e-05 -1.78917e-05 -4.41206e-05 -0.000416263 5.76114e-05 -5.68272e-05 0.000556568 0.00244047 0.000121083 0.000627202 -0.000260344 -2.9437e-05 -0.00014525 -0.000258063 -0.000498682 -0.00180806 0.000497454 0.00126805 2.05293e-05 -1.01397e-05 4.31354e-05 -0.000168725 -0.000638645 -0.00121393 8.65356e-06 3.2844e-05 -0.000135285 -0.00111985 -0.0029266
internal_weight=42.1689 41.6252 39.0903 38.1971 8.20021 29.9969 24.4005 5.59641 1.05078 4.54563 2.53867 7.66041 2.02023 7.13563 6.62382 5.10822 1.02816 2.53485 1.02891 23.8821 23.3707 22.3646 4.08006 2.06533 1.06293 21.8228 21.3053 10.1655 2.57792 1.04962
internal_count=4034 3833 3768 3632 841 2791 2606 185 40 145 102 731 78 552 190 145 41 65 49 2590 2573 2559 104 54 46 2428 2370 994 253 198
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=15 16 19 16 19 0 15 19 17 9 10 6 6 7 3 13 2 10 0 3 7 5 15 15 13 6 6 16 7 6
split_gain=6.69815e-05 0.000127279 9.82238e-05 8.32602e-05 0.000124609 0.00050597 0.00026773 0.000188074 0.00025219 0.00038443 0.000160214 0.000263857 0.000130005 0.000454636 0.00449126 0.00213945 0.00131659 0.000259035 0.000121957 0.000132963 0.000304044 0.000113069 0.000232272 0.000355877 0.000761327 6.88233e-05 0.000155993 0.00042695 0.000100448 8.58078e-05
threshold=46.683480308100009 22.584947186600004 14.651182102100002 22.764946765650006 14.551174033150001 86.83719761350001 35.098844929350008 14.451165964200003 188.19076296340003 192.57902085675002 62.052302108850007 16.505385645700006 16.575387281250006 22.356277907050004 93.69276584615001 113.97180552410002 145.31340866805002 67.649671936450019 85.764502819450016 93.499196860750018 23.271765593750004 23.928204628200003 41.195083317300011 43.216642080150002 117.72489307420001 16.455384477450004 16.235379337050002 22.554947256700004 23.667467222350002 14.980350013450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -7 12 -9 -10 11 -11 13 14 15 17 -16 -1 -15 21 -21 22 25 24 -24 26 29 -28 -27 -20
right_child=1 -3 -4 -5 5 6 -8 8 9 10 -12 -13 -14 18 16 -17 -18 -19 19 20 -22 -23 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.05922470325543977 7.5764363182825793e-06 -0.0019192692017462689 0.0013675268863357786 0.0012103700144024349 -0.0033981305786928828 -0.0012192643768602837 0.0020208893617169352 -0.0011617842401840863 0.0036731675281147127 0.0028556913352217666 -0.00085255293157498037 -0.00034850345590614374 -0.0012374057577450917 0.0015339376654012046 -0.098141688910768327 0.10002076246699967 0.008369615664094332 0.0073794074479314187 9.5041583792541924e-06 -0.0016608955981950884 0.00020773231862955164 -0.0014320627906482522 0.0050406380912444912 -0.00022823146119185507 -0.00039794143924116012 -0.0010187821951163187 0.0032557013785621848 0.00022853444044545207 -2.4133517950510516e-05 -0.00076538907218437903
leaf_weight=0.0011591719766461412 1.0033073948127784 0.52075152509052425 0.53732804743412899 0.56633742703848966 0.52941866253770697 0.50653382625205245 0.5135741704616521 0.50370691480202134 0.52478957293624295 0.52175125723101679 0.53789485558245242 0.50647055599984014 0.87716770107336017 0.51210225204765336 0.0052057039621748831 0.0032222074078163132 0.0014934826203741869 0.001176652124251598 17.741653412822192 1.5340044577703786 2.0138766773743555 0.50845912624435996 0.53198589868900759 1.0158110407393222 0.49867071956396103 1.5327642799456942 0.53700827538068452 3.5191535999474581 3.0075459488198248 1.5542234326577986
leaf_count=28 24 112 67 83 63 20 20 20 30 38 77 10 425 47 162 8 80 149 2082 41 14 13 43 30 2 31 120 30 27 138
internal_value=5.11676e-08 -0.000650802 2.44564e-05 6.46289e-06 -1.07805e-05 -0.000889792 0.000411994 2.50712e-05 0.000846874 0.00133077 0.000545853 0.0012774 -3.51678e-05 -4.61805e-06 -0.0192603 0.0471964 -0.0743966 -0.0256734 2.2217e-06 -2.0852e-05 -0.00060021 4.66579e-05 7.17714e-05 0.00110007 0.00240925 -3.67539e-06 6.55883e-05 0.000629311 -0.000359917 -5.29111e-05
internal_weight=42.1685 1.52406 40.6445 40.1072 39.5408 1.54953 1.02011 37.9913 2.59461 2.09091 1.56612 1.02822 35.3967 34.5195 0.0122572 0.00555803 0.00669919 0.00233582 34.5073 33.9952 3.54788 30.4473 29.9388 2.04647 1.03066 27.8923 23.352 4.05616 4.54031 19.2959
internal_count=4034 136 3898 3831 3748 103 40 3645 175 155 125 48 3470 3045 427 185 242 177 2618 2571 55 2516 2503 75 45 2428 2370 150 58 2220
is_linear=0
shrinkage=0.1


Tree=799
num_leaves=31
num_cat=0
split_feature=16 8 3 14 19 13 10 18 13 16 16 14 15 9 3 8 2 17 15 6 15 18 18 18 18 9 10 9 7 10
split_gain=7.03829e-05 0.000307888 0.000167281 0.000251671 9.65886e-05 6.86026e-05 0.000253751 0.000140748 0.000128094 0.000329927 7.8395e-05 5.50432e-05 0.000367513 0.000553488 0.00206326 0.00100712 0.000434098 0.000114345 0.000129541 0.000400762 0.000167521 0.000119967 0.000173258 0.00597301 0.00216208 7.86588e-05 0.000311307 0.000126269 7.08161e-05 6.81189e-05
threshold=22.704946905950003 8.543332867800002 93.846007959550022 143.06733454090002 14.351157895250003 117.63886241405002 61.987779113750001 13.3584252364 117.58509325145 22.594947163200004 22.664946999500003 241.71484286130001 38.884669609800007 184.85936449530001 90.041839705000015 7.8438787148500007 112.79372507800001 198.49975298390004 44.190294328500009 16.495385412050002 42.493282152450007 13.843998451900001 14.118140587000001 14.493864790000002 14.366548389000002 205.67007911670001 80.468240302450013 202.49517884540003 26.157592435900003 62.041548276350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 6 -5 -7 10 -10 11 12 13 14 15 16 -8 18 19 20 25 -19 -23 24 -24 27 -27 29 -25 -13
right_child=1 -3 4 5 -6 7 8 -9 9 -11 -12 17 -14 -15 -16 -17 -18 21 -20 -21 -22 22 23 28 -26 26 -28 -29 -30 -31
leaf_value=0.019631213331570523 0.0018432663308593151 -0.0011278364646753252 -0.00030278242314896186 -0.0015903621980980732 -0.0022460055868343955 0.00098595796188086378 -0.060743928516189344 -0.00013013635295506761 -0.00025731750684109786 0.0020630303379999856 -0.0012744092242493144 0.00084805212256165914 0.002647837514538013 1.212362376906373e-05 -0.10009348136373458 0.10000743243664832 0.029655974457290991 0.0016714175973407696 0.00030268843153823723 -0.0032997001277430731 -0.0021317816142920791 -0.00057310289632056923 0.027251312353190317 -0.00091231257668816356 0.088390166048983948 -0.0027454958529411965 0.00074822144769917578 0.001428599810564128 0.00052471627321087617 -0.00039353992721918467
leaf_weight=0.0065347106210457131 0.89171712793358782 0.57284830377801654 0.5051171204208017 1.0281811262659619 0.51820281357041476 2.0451252767670658 0.0011330503806423189 2.5248324872081866 1.5049266142596018 1.0337038673169443 0.5151116777669803 0.50531353437543014 0.54100617724543454 17.794530970207369 0.0024628419644976418 0.0010840853065019473 0.0010000173035941695 0.5151310068758902 2.0195892541610334 0.5119589501628069 0.50402002913635424 2.0147441073027044 0.016135177290765745 0.51894064109311755 0.0090162696178675006 0.51675171638107886 0.50359142725618078 0.51268885380234497 1.0110455701541015 3.5203720952756692
leaf_count=21 47 111 647 33 129 31 74 42 14 35 43 8 42 990 27 5 91 16 46 17 12 38 39 228 23 107 47 28 476 567
internal_value=6.50429e-08 0.000681153 -2.44421e-05 8.11455e-06 -0.00128682 4.8823e-06 -4.25652e-05 0.000369333 4.13913e-06 0.000687504 -5.0872e-05 -3.05545e-05 8.01999e-05 2.16104e-06 -0.0312091 0.0215244 -0.018363 -0.000190766 -0.000397806 -0.000612981 -0.000386104 0.000244815 3.89578e-05 0.000831907 0.0491683 -0.00022782 -0.00102117 -4.94555e-05 3.73049e-05 -0.000237692
internal_weight=42.1668 1.46457 40.7023 39.6789 1.02332 39.6724 35.1024 4.56996 34.0743 2.53863 31.5356 31.0205 18.3412 17.8002 0.00567999 0.00321715 0.00213307 12.6793 8.59429 6.5747 6.06274 4.08501 3.56988 1.55514 0.0251514 5.55872 1.02034 4.53837 1.52999 4.02569
internal_count=4034 158 3876 3100 776 3079 3006 73 2973 49 2924 2881 1229 1187 197 170 165 1652 832 786 769 820 804 766 62 757 154 603 704 575
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=7 9 17 7 15 17 6 17 9 14 9 14 4 7 15 14 12 2 19 9 14 2 13 18 4 4 16 17 16 17
split_gain=6.89938e-05 0.000468623 0.000618689 0.000249978 0.000164978 0.000852894 0.000596007 0.000144628 9.11201e-05 0.00118796 0.000454456 0.000856654 0.000163193 9.76267e-05 0.000163901 9.95249e-05 7.6219e-05 0.000209775 0.000136103 0.000104981 6.77617e-05 0.000150367 0.000107398 0.000168004 0.0075131 0.0028846 0.000248524 6.77584e-05 0.000287836 0.000245401
threshold=23.109894804950002 195.30595290385003 189.31157886915003 23.150522195450005 40.94720173475001 188.10488866565001 16.525386113000007 186.57794620975002 195.94564826430005 156.61564208075004 197.55459634620004 296.05563064415009 164.18548070700004 23.397000037200005 45.169600924000008 251.06749909625003 216.55112120135001 185.72519583365002 14.351157895250003 204.99169312540002 213.68338384950002 89.995434560150002 117.46680109370001 13.512826932300003 277.43684800215004 222.75625367455004 17.684958644900004 190.38166638035003 18.094957686100003 191.86029796145002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 7 -6 -1 12 -10 11 -11 -5 15 16 -12 17 27 -18 -20 21 -14 23 -22 25 -25 -27 28 -15 -29
right_child=3 2 -4 8 6 -7 -8 -9 9 10 13 -13 20 14 -16 -17 18 -19 19 -21 22 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.000160510816065473 0.0022298153588250834 0.00017701646898756805 -0.0046289433156439502 -0.0020049825103305246 -0.0035524130009827719 0.0041099453563858525 9.7739922862172525e-05 -0.0016817788661163864 0.041460864161453038 0.0048991882949811372 4.4950011091589664e-05 -0.00082274713627917867 -0.00017852447015536809 -7.6495781815817305e-05 -0.0018004048871499119 0.0011168161868432803 0.0019710280973988057 -0.0020747558687632998 -0.0010239048790726712 0.00099629621312499273 3.1700161700518851e-05 0.0017984301814427406 -0.00010825497340627793 -0.0024413931343107223 -0.00035430304035158751 -0.053157234055413817 -0.10027679963681149 0.0015807396516341835 -0.002564762217359612 -2.1182150367700877e-05
leaf_weight=2.5305270741269306 0.52406805613509888 0.53926259390668396 0.53223339781661094 0.51446952109446442 0.52777164416828704 0.55592549023056381 2.9349618838827283 0.51241146233575774 0.0069471091264884368 0.54337061774845341 2.0109215380114054 0.50465711615959208 1.5091874152791451 4.5500197664978854 0.5279726932719474 1.5218443394678614 0.52326481284558823 0.50842305516830322 0.51244257087341771 0.51649323411970727 0.50104886608728083 0.51637027032436855 3.517509843924433 0.0046700421311530521 0.50178661943000269 0.0012520933157234232 0.010558200501691317 1.0312545071296018 0.51779611848905904 13.157185669001366
leaf_count=781 30 127 76 33 78 185 51 52 10 49 29 12 103 223 90 20 349 63 43 79 6 125 43 19 532 187 21 88 42 488
internal_value=1.43432e-07 -0.000261522 -0.0022102 6.26744e-05 3.41619e-05 0.000508282 -0.000458597 -0.000149719 2.87816e-05 0.000114106 0.000103236 0.0021439 -0.000289912 1.89622e-05 -5.99132e-05 0.000506688 -1.6805e-05 -6.97956e-05 0.000657942 -9.82782e-06 -0.000155456 0.000325456 -0.000370169 -0.00127399 -0.00253631 -0.0689732 -0.0952813 -1.68586e-05 -0.00033073 9.52499e-05
internal_weight=42.1666 8.13309 1.0715 34.0335 7.0616 3.59886 3.46273 3.04294 33.5094 26.4326 26.4256 1.04803 7.07685 25.3776 21.8449 3.53277 21.3169 19.7647 1.5522 1.02894 6.56238 2.02556 4.53683 1.01932 0.518267 0.0164803 0.0118103 19.2563 5.06782 14.1884
internal_count=4034 1350 203 2684 1147 1018 129 833 2654 1585 1575 61 1069 1514 1465 49 1375 904 471 122 1036 228 808 765 759 227 208 841 265 576
is_linear=0
shrinkage=0.1


Tree=801
num_leaves=31
num_cat=0
split_feature=8 16 7 18 7 18 18 18 7 17 6 3 9 13 17 6 8 10 19 10 16 2 12 12 10 6 9 13 6 7
split_gain=6.15483e-05 7.64979e-05 7.79338e-05 0.000728153 0.00283949 0.00204275 0.000355968 0.000368026 0.000231526 0.000151992 0.000422282 0.000170937 0.000322567 8.45854e-05 0.000206204 8.75442e-05 0.000207228 6.82698e-05 6.72444e-05 0.000357096 0.000213419 0.000223235 6.28076e-05 0.000206971 5.64685e-05 0.000396735 0.000377045 0.000194969 7.30053e-05 0.000548613
threshold=8.8430989333000021 22.764946765650006 23.109894804950002 13.314799198000001 22.835261448650005 13.659439901750002 13.24088655595 13.142272494650003 23.150522195450005 188.19076296340003 16.405383309150004 93.499196860750018 184.85936449530001 117.67112391160002 199.59317753375004 16.525386113000007 8.543332867800002 62.041548276350007 14.451165964200003 62.052302108850007 22.574947209950004 189.95856246190002 69.826413229550027 82.696898122450008 62.111448187750007 16.235379337050002 211.98908248575003 117.54745483760001 14.980350013450002 23.604435110900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 9 -4 11 -11 17 -13 15 -15 18 -17 -1 22 -20 -21 -22 -10 -24 27 28 -27 -25 29 -26
right_child=-2 -3 8 4 5 -7 -8 -9 13 10 -12 12 -14 14 -16 16 -18 -19 19 20 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0009804221749531571 -0.0010572231500301395 0.0011636248402721336 0.0021516639060869289 -0.0019424801344527433 -0.049660845503806297 0.0014577686312299786 0.0024865344275882672 -0.0027557306702971868 0.0010999482178042648 -0.00094298242558484696 0.0030985071356422777 -0.00021699000674584913 -0.0030119222097266468 0.0016565793017822691 -0.00036146002124182619 -0.0016743537920084887 0.00016934425238142843 -8.1186143401955964e-05 0.0028341569113535989 -0.0018417862422952594 0.0021155617242125135 -0.00083992287869124715 -0.0020159703224378214 -0.0012342886782568398 0.018660279135752543 0.0038475912047957459 3.5490413139796266e-05 4.9000574998838336e-05 -0.00081859090221475051 2.7247346479391285e-05
leaf_weight=1.0112600000575187 0.54349970466816344 0.57074147616003656 0.52256961465331286 0.50416023632593321 0.022227928404200431 0.012057902864472142 0.52413828021438202 0.52700392149419162 0.50581481959867858 0.51062475269697161 0.52368026001551504 1.8684207134489703 0.53008153099818311 1.0214588916860514 1.0040310186196277 1.0215227139598249 1.5119379792525363 1.5106752049959928 0.52744382395417178 0.51483697194089462 0.51706595119753707 0.50533718508427228 0.51190760468145313 1.5065127576928308 0.015816937212732252 0.53688839568712754 0.50210280310420785 5.5285532280186089 1.0406931275125213 16.211371496820156
leaf_count=12 201 49 29 245 37 25 65 67 7 19 49 557 65 18 22 23 25 45 44 27 17 37 49 35 65 99 9 73 98 1921
internal_value=5.99162e-08 1.38663e-05 -2.11941e-06 -0.000292492 -0.00383623 -0.0316831 -2.01335e-05 -0.000222832 6.32621e-05 1.33335e-06 0.00110327 -0.0002303 -0.000834685 3.01746e-05 0.000656242 -1.07873e-05 -0.000574058 0.000344504 3.94169e-05 0.000588991 -0.00018135 0.000654772 -3.62977e-06 -2.52206e-05 1.49926e-05 0.000107528 0.00200536 -0.000225807 -6.66188e-06 4.54093e-05
internal_weight=42.1644 41.6209 41.0502 7.54433 0.538446 0.0342858 7.00588 6.48175 33.5059 5.95474 1.03431 4.92044 2.3985 32.9833 2.02549 30.9578 2.53346 2.52194 28.4243 2.06468 1.53724 1.0224 26.3597 25.8538 25.3419 18.3069 1.03899 7.03507 17.2679 16.2272
internal_count=4034 3833 3784 1186 307 62 879 814 2598 747 68 679 622 2569 40 2529 48 57 2481 125 81 54 2356 2349 2300 2192 108 108 2084 1986
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=15 18 10 15 17 2 9 7 9 18 7 18 15 5 5 12 19 2 13 5 6 6 3 9 9 8 10 7 17 10
split_gain=6.55174e-05 0.000189889 8.13041e-05 0.000434546 0.000227655 0.0051072 0.00387707 0.00371639 0.00313773 0.00241634 0.000610905 0.000235608 0.000171864 8.61779e-05 0.000541674 0.000306663 0.000148222 0.000176585 0.000199479 7.74172e-05 0.000321502 0.000209345 0.000317619 0.00013447 0.000488406 0.000111737 0.000330819 0.000283192 0.000164402 0.000126469
threshold=45.169600924000008 13.3584252364 61.93938686740001 42.246988155050012 187.88259729165003 147.36057300110005 186.16747084260001 22.356277907050004 185.90443620030001 12.348791801350002 21.946499523750003 13.314799198000001 43.890399822900008 21.991679690250006 22.315896640950005 173.20477533325001 14.251149826300002 185.01730422545003 117.62810858150002 20.911722254300006 16.375382608200002 16.445384243750002 93.337889372900023 199.17419511990002 188.96048214565005 8.543332867800002 67.074341896550024 22.870118039000001 190.79440939600002 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=2 -2 3 4 5 6 7 8 9 -1 -8 -6 13 19 -15 -16 -17 -18 -19 25 -21 22 -22 24 -23 29 27 -27 -28 -4
right_child=1 -3 12 -5 11 -7 10 -9 -10 -11 -12 -13 -14 14 15 16 17 18 -20 20 21 23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.052182864995779343 -8.1916281533280338e-05 -0.0021522614532777404 -0.0015892575986207564 0.0024012231043637378 0.0014299423575773323 0.00012172947603643248 -0.054808735152409485 0.10004415765504107 0.10002249323462394 -0.10016229558929948 -0.10025266852459008 -0.00051161495298734884 -0.0012912037880134964 0.0034165260409286498 0.0023210500156081869 0.0013489553536814398 -2.5893667412998502e-05 -0.0029701323095531716 -0.00016499975517582293 -0.0026840368523949418 0.0029100411949800403 0.00052202507170343504 -0.00061048219571255204 2.4136683110487498e-05 -0.0025794584107832405 0.0003495677227086392 0.00046818688433064088 0.0036390341469241605 -0.0017276824361743962 7.1435774217070419e-06
leaf_weight=0.0013232350629319711 2.5219577253048957 0.53741503290054504 0.50936016385095229 0.8966184871732138 1.0632441331774156 0.50265037671399682 0.0045707613617196339 0.0026513837510719895 0.0013601399259641767 0.0048832386458488308 0.0083846443321817787 1.5164250796309846 1.0224935475011978 0.53418666631484768 0.52678026389615684 0.51054591844279773 2.5240841317063318 0.51456756671979043 0.4996815799313481 0.53878421955590639 0.51777225476325817 1.0154374865815046 0.50739809665537905 3.0113818238381533 1.0155244327397666 0.51082895903527814 1.0094848556156151 0.53667110881542612 0.51483951374783021 19.281528482827206
leaf_count=159 97 125 14 42 33 162 30 2 2 85 25 49 39 64 207 72 39 40 4 139 67 20 16 27 22 18 28 69 55 2283
internal_value=6.44304e-08 -0.000445597 3.4932e-05 0.00046197 -9.79321e-05 -0.00199436 -0.047894 -0.00183658 -0.0375362 -0.0676819 -0.0842197 0.000288623 -1.3757e-05 2.45712e-05 0.000403204 5.14129e-05 -0.000243879 -0.000473709 -0.00158815 -4.22159e-05 -0.000342986 -0.000135105 0.00116759 -0.00039996 -0.00102878 4.66364e-05 0.000666718 0.00203488 -0.000273466 -3.39432e-05
internal_weight=42.1628 3.05937 39.1035 4.00211 3.10549 0.525824 0.0231734 0.010218 0.00756661 0.00620647 0.0129554 2.57967 35.1014 34.0789 5.10985 4.57566 4.04888 3.53833 1.01425 28.969 6.6063 6.06751 1.02517 5.04234 2.03096 22.3627 2.57182 1.0475 1.52432 19.7909
internal_count=4034 222 3812 589 547 465 303 248 246 244 55 82 3223 3184 426 362 155 83 44 2758 291 152 83 69 42 2467 170 87 83 2297
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=19 12 15 9 15 6 16 8 16 10 5 19 17 0 6 16 3 9 5 15 2 18 5 4 7 16 18 15 9 7
split_gain=8.46896e-05 0.00014515 0.000117956 0.000320424 0.000116001 0.000107173 0.000288172 0.00107513 0.000207396 0.000164318 0.000882031 0.00123657 0.00121714 0.000785428 0.000481233 0.000112359 8.93478e-05 0.000337128 0.000194573 0.000185952 0.000247905 0.000667906 0.000141467 0.000285729 0.000238103 0.00018354 0.000135175 0.000265166 0.000108029 0.000242505
threshold=14.651182102100002 49.885988093600005 45.169600924000008 195.41812862360004 36.742238227650013 16.705390318750002 12.604970524100002 8.0437227585500022 22.704946905950003 61.93938686740001 13.154029769200003 11.950964240300001 239.21206428850002 100.15850764985002 16.485385178400005 22.634947069650003 93.216908757050007 201.14010537530001 23.455765688150006 41.492094664050008 105.5555618261 13.112573650350003 21.955793948900006 260.10633980310007 22.407814303000006 22.644947046300004 13.405476405600002 40.042228346200012 185.44496129890004 23.085048345000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 -2 6 7 -3 9 14 11 -11 13 -13 -8 -16 22 18 19 20 28 -22 24 -24 -12 -26 -25 -28 -18 -30
right_child=4 2 3 -5 -6 -7 8 -9 -10 10 16 12 -14 -15 15 -17 17 -19 -20 -21 21 -23 23 26 25 -27 27 -29 29 -31
leaf_value=0.032795907123222293 -0.00019500025363021248 -0.09178394784281467 -0.00010436426339511473 -0.0028549364139662998 0.0019175623211251007 -0.0010725106689125697 0.0034897972711806398 0.043857867587698836 0.0019419340460110201 0.093913644902846233 0.03141037460982854 0.0075855833708058417 0.066746860563172389 -0.10001759372702196 0.0005996039646581461 -0.0012152725198107317 -0.00038043402299996009 -0.0028546481908841657 -0.0020090746509151759 0.001820175057816718 0.00032202518478588498 -0.0040806664551594988 0.002026689797035546 -0.00055630968205755177 -1.5802274838534034e-05 -0.0019094471164933366 -0.00070122141346111368 0.0025098848509864735 0.002686880692804673 3.8657415557050108e-05
leaf_weight=0.0013476138774340942 0.50563552807216072 0.001386793118569484 2.0170724273838414 0.53608772393769299 0.5348718589708028 0.87757046888211832 0.52807277657162011 0.0010098788005943327 0.56920910171538608 0.002383250580216989 0.0024052825269461611 0.001657951134404769 0.0019288797647618594 0.0011481022618138187 1.0113761777552084 0.51474331506324222 1.0054994663936958 0.51078136261088491 0.5119194812296558 0.52357011635467632 1.0049076922261315 0.52437261606305519 1.0285849737651926 1.4984314917973054 25.364183735080484 0.52238203495289681 0.50553575515303417 0.52342731426214772 0.52847667563037237 1.0002927304230977
leaf_count=13 18 871 79 131 59 421 63 49 28 121 31 154 45 140 94 22 34 14 95 28 64 45 27 17 1197 31 18 66 54 5
internal_value=-1.57728e-08 -2.25613e-05 -2.36369e-05 -0.000681903 0.000890961 1.99427e-05 4.53808e-05 -0.0346289 4.7586e-05 1.85344e-05 -3.23945e-05 0.0351652 0.00559517 -0.0364405 0.000887813 -1.25339e-05 -3.95417e-05 -0.000405304 -0.000159948 4.64129e-05 -0.000182128 -0.00118761 3.0143e-05 0.000621567 -5.10921e-05 -5.40154e-05 4.97183e-05 0.000932249 0.000424618 0.000954115
internal_weight=42.1603 41.1198 41.1184 2.55316 1.04051 38.5653 37.6877 0.00239667 37.6853 37.1161 35.0619 0.00711818 0.00473493 0.00280605 2.05419 1.52612 35.0548 5.60982 5.09904 4.58712 4.06355 1.52928 29.445 3.55598 25.889 25.8866 2.52739 1.02896 2.53427 1.52877
internal_count=4034 3957 3944 210 77 3734 3313 920 2393 2365 2186 460 339 294 179 116 1726 339 325 230 202 109 1387 128 1259 1228 101 84 93 59
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=8 19 15 17 7 5 8 19 5 6 13 3 15 5 18 19 6 7 5 3 18 2 3 19 7 8 6 12 18 5
split_gain=0.000105172 7.53627e-05 0.000100333 0.000260035 0.000167797 9.53214e-05 7.57915e-05 0.000128372 0.000282173 8.22235e-05 0.000320088 0.00118095 0.000159249 0.000136109 0.000134145 8.29105e-05 0.000364312 9.44115e-05 0.000221497 8.81575e-05 7.78788e-05 0.000645565 0.000221539 0.000120273 8.99526e-05 7.66705e-05 0.000147073 0.000103314 7.02513e-05 0.000115484
threshold=8.8430989333000021 14.651182102100002 45.169600924000008 192.41413881610001 23.203497038450006 21.089169479000002 8.7431769115000026 14.151141757350002 23.545618314050007 16.465384711100004 117.55283175385001 93.216908757050007 42.493282152450007 22.649179082500002 13.946975448150001 14.451165964200003 16.505385645700006 22.407814303000006 20.971847224900007 92.703413254150021 13.276755824150003 41.467794892200004 89.695028606150018 14.451165964200003 23.032902590750002 8.543332867800002 14.205331905300001 82.696898122450008 13.24088655595 20.911722254300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 4 -4 -3 9 -8 -9 10 12 -12 13 20 15 16 -11 -17 -19 -18 22 -22 -1 24 -23 27 -27 -26 29 -21
right_child=-2 5 3 -5 -6 -7 7 8 -10 14 11 -13 -14 -15 -16 17 19 18 -20 28 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00065486236261899037 -0.0013839331443509352 -0.00012503708338420329 -0.0016540999458708244 -0.0025813617854509247 0.00043857176850380466 0.0017994354487069365 -2.215005412699255e-05 0.0030423344423740439 -0.00027338305733171244 -0.0028769031804660593 0.0052873326699314754 -0.00013902391088680536 -0.001749956132105771 0.0016420958704717031 -0.0018215372024815869 -0.00049285147048776083 -0.0013989636737051867 -0.00038159798003076022 0.0017031745194809132 0.00022208160651693084 0.075169599482135988 -0.0013333617360930981 0.0022841963337901883 -0.0015439800806881451 -0.0014247205725020377 -0.00036305664729115671 0.0020249965232393115 1.2651272827787195e-05 0.00030639749720235516 -0.0010453358070275493
leaf_weight=0.50304385071211977 0.54204027271491284 0.50146687851520144 0.51374392755362297 0.53028601841564782 1.5074378809567859 0.52875741177723512 1.506060549814719 0.52704703763447447 0.50029324542992981 0.525727894268046 0.5444794960203575 1.5226399008042788 0.51366378994062856 0.51230415617320346 0.50699264627388352 1.0520674842846349 0.51099241093470471 1.0069357361062432 1.0318715470493769 1.5049931757093875 0.0011409560101957031 0.50404885657113041 0.52322833032381433 0.52724669302733573 0.51413878743331309 0.5041494108227178 0.52798271411906317 18.259193905178478 3.0287367018642688 1.3764349063292169
leaf_count=21 201 6 67 111 13 40 16 28 14 31 57 39 44 113 36 27 13 12 30 11 3 204 148 47 48 24 48 2086 42 454
internal_value=2.80095e-08 1.80534e-05 -3.38618e-06 -0.000610442 -9.33435e-05 0.000862689 3.7336e-05 0.00056577 0.00142765 -3.72731e-07 9.85489e-05 0.00129028 -9.07164e-06 3.08913e-05 -0.0002345 -0.000154341 -0.000346045 0.000276524 0.000673537 -0.000138833 -6.86121e-06 -4.87451e-05 0.000843569 -5.28639e-05 -1.41536e-05 1.94202e-05 0.000858542 -2.67135e-05 -2.98821e-05 -0.000383353
internal_weight=42.1591 41.6171 40.5869 2.55147 2.02118 1.03022 38.0354 2.5334 1.02734 35.502 24.9573 2.06712 22.8901 22.3765 10.5448 10.0378 6.94689 3.09087 2.03881 6.42116 21.8642 20.8379 1.02627 20.8368 20.3095 19.8055 1.03213 18.7733 5.91016 2.88143
internal_count=4034 3833 3787 191 80 46 3596 58 42 3538 2882 96 2786 2742 656 620 551 69 42 520 2629 2460 169 2457 2410 2206 72 2134 507 465
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=8 7 9 18 17 15 16 7 7 13 17 6 13 7 5 3 6 3 18 0 6 9 12 2 15 16 18 18 13 6
split_gain=8.51176e-05 7.14905e-05 0.000326146 0.000477079 0.000176199 0.000895328 0.000344431 0.000164393 0.000163715 0.000118799 0.000310317 0.000134085 0.000173683 9.47832e-05 9.39048e-05 0.000383553 0.000136398 0.000125119 9.81327e-05 0.000290024 8.5121e-05 7.3199e-05 6.19243e-05 0.000200585 5.80006e-05 8.43576e-05 5.0266e-05 0.000529216 0.000209904 0.000333509
threshold=8.8430989333000021 23.109894804950002 195.30595290385003 13.131682570750003 188.19076296340003 40.974857724300008 22.644947046300004 23.150522195450005 22.671301016600001 117.67112391160002 199.37824381300004 16.525386113000007 117.43453959610001 22.575645983950004 21.991679690250006 92.864720741950009 16.435384010100005 93.281431752200021 13.276755824150003 86.382848189450016 16.525386113000007 186.16747084260001 69.826413229550027 60.327272492300004 38.992510055900006 22.644947046300004 13.975517741000003 14.382403557200002 109.34496908160001 14.365335643750003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 8 -6 -7 -3 13 11 -11 14 -13 20 17 -16 -17 22 -18 -20 -1 -22 -9 -24 25 26 -25 -28 29 -29
right_child=-2 7 3 -5 5 6 -8 9 -10 10 -12 12 -14 -15 15 16 18 -19 19 -21 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0016257102593217575 -0.0012444426296151477 0.001840376069341133 0.00026552699415547044 -0.0040013807428027149 0.0042012957090765968 -0.0025711110110686912 0.00059232983652189987 0.0011195936018255908 -0.0020151500588867811 0.0020180913567135464 -0.00045472188302737144 0.00032167549610127865 -0.0013693049681675357 0.00050997726290871704 0.0029962726710151943 -0.00084902234482372605 1.0014934377613001e-05 -0.001562679823786316 0.0029160901745421651 -0.00044370703957007541 8.2454345816525515e-05 -0.0012311544905815974 -0.0019531931033541731 0.00024819864378067876 -0.0010121736153100337 0.0013356729541721766 -0.0030948307686351189 7.4648451948321494e-05 0.0019753879442166652 -0.0025000150548556105
leaf_weight=0.52010131290456874 0.54249399043619106 0.52265381511616382 0.51726060758231474 0.53107115600335275 0.55629116111734012 0.52100481303887036 1.0140883457527978 0.50585850159870105 0.51656620912315965 1.0251200270286056 1.0050193874972704 1.0120940480846905 1.5190916051457959 1.5086090696247283 0.53868111262666785 1.0120012517663148 1.5055364842992278 0.50692454336603887 0.52675402544187455 0.50156565918587148 1.8699230071439901 0.54867101655304384 0.51355163477222276 7.5419699511948393 0.50719923137480805 0.51388704154487541 0.55621516289497108 12.629740286656959 0.54469026859374103 0.52398834400634164
leaf_count=361 201 30 28 45 182 50 27 7 44 24 35 19 29 27 101 34 10 8 42 4 435 16 52 141 42 22 188 1555 110 165
internal_value=7.15638e-08 1.62946e-05 -0.000250243 -0.00189603 -5.69709e-06 0.00076421 -0.00048133 8.07455e-05 -0.000330075 5.28679e-05 0.000793927 4.27407e-06 -0.000693167 -0.00013435 6.63719e-05 0.000510074 0.000132374 -8.07416e-06 0.000524336 0.00127734 -0.000465121 -0.000215545 2.49864e-05 1.25356e-06 4.52418e-05 6.92807e-05 3.94236e-05 -7.10369e-05 5.17422e-05 -2.79151e-05
internal_weight=42.1586 41.6161 8.10359 1.04833 7.05525 2.09138 1.53509 33.5125 4.96387 32.9899 2.03014 30.9597 2.53119 4.4473 28.4286 4.08454 3.54586 24.344 2.53386 1.02832 2.9387 2.41859 23.8371 23.3312 22.8177 22.3105 21.7966 14.2546 13.6984 13.1537
internal_count=4034 3833 1215 73 1142 259 77 2618 883 2588 59 2529 48 839 2481 191 90 2290 56 46 812 451 2282 2275 2223 2181 2159 2018 1830 1720
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=8 19 7 18 16 16 18 13 7 17 7 6 16 18 18 0 10 18 6 15 2 18 6 10 17 5 2 4 9 18
split_gain=6.8894e-05 6.80704e-05 7.81962e-05 0.000602629 0.00585628 0.00262028 0.000844408 0.00021038 0.000153796 0.000225146 0.000130525 9.97366e-05 9.24964e-05 0.000430967 9.45079e-05 0.00783109 0.00475597 0.000270353 0.000158004 0.000261843 0.000420446 0.0001505 0.000199225 0.000257584 0.000540861 0.000128551 0.000112525 0.00594381 0.00153399 0.00278638
threshold=8.8430989333000021 14.651182102100002 22.907491544400003 13.142272494650003 22.554947256700004 22.614947116400003 13.204532713600001 117.69263157665002 22.814487719050003 188.10488866565001 22.620600126450004 16.525386113000007 22.664946999500003 13.531614672700002 13.4793103924 86.329079026800017 62.009286778800011 13.531614672700002 16.465384711100004 40.309074029200012 195.37902863565003 13.712081531300003 16.165377701450002 62.020040611300011 192.77618096940003 22.649179082500002 185.72519583365002 287.29288006360008 202.37225149245003 13.946975448150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 8 -5 -6 -7 12 9 10 11 -1 14 -14 18 16 -16 -17 19 20 -4 22 -19 -24 -25 -21 -23 -28 29 -29
right_child=-2 -3 7 4 5 6 -8 -9 -10 -11 -12 -13 13 -15 15 17 -18 21 -20 25 -22 26 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0015596083501748285 -0.0011191068704106512 0.00081757064401417271 0.0041455523890305468 -0.00098918761125802758 -0.0048677328554805575 -0.087784101390243285 -0.046705298914544925 0.0020486929942890226 -0.0017012933829653192 0.0020939338029065955 0.0014118567066145255 -9.0527959165556478e-05 -0.0029486004039491935 0.0011498208704717747 -0.0091488619881302333 -0.0022696385607185198 -0.10029374161940995 -0.0002128039215729372 -6.7688783750845941e-05 -0.00033071405721495312 9.7394344335491499e-05 -9.7521084006761874e-06 0.000164274724500164 6.5937445811151683e-05 0.0046567832458367358 0.00097098666060187752 -0.068143973258652485 0.095575670198541629 -0.00056167233511124684 -0.011901569139950628
leaf_weight=0.52387173695580314 0.54290222538157351 1.0299087031343663 0.52608488693839894 0.50887082184033749 0.010109720125968891 0.010047297389064624 0.0099689773342106491 0.52125096520216985 0.50679849579211644 0.52249111656642533 0.51924668387677986 3.921061195440656 0.51595625535185152 0.51036659150122432 0.010612760968972727 0.5101858790039796 0.012430601136619264 1.5062311403228528 4.5354341762361514 1.5084456596523526 0.50079369773153459 19.294874568615224 1.0016416599974038 0.50088493665680267 0.5262434031428711 1.5263531681457516 0.013049245943297594 0.0046352492790902398 0.52236980523120358 0.00502951793137448
leaf_count=202 201 46 39 283 22 15 27 36 13 57 29 446 24 39 27 7 31 15 53 18 5 1367 5 3 62 37 39 6 401 479
internal_value=1.1267e-07 1.47137e-05 -5.65987e-06 -0.000322578 -0.0035254 -0.0463656 -0.0673251 5.51354e-05 -3.45459e-05 0.00011941 -8.84131e-05 -0.000263671 2.41454e-05 -0.00091055 5.36575e-05 -4.85917e-05 -0.0583164 7.62263e-06 0.000338008 0.000791026 0.00217132 5.73265e-05 0.000658456 0.00130531 0.00241803 0.000323977 -4.97801e-05 -0.00146669 0.000168706 0.0396448
internal_weight=42.1582 41.6152 40.5853 6.53247 0.538997 0.030126 0.0200163 34.0529 5.99347 5.48667 4.96418 4.44493 33.5316 1.02632 32.5053 23.9082 0.0230434 23.8851 8.59711 4.06168 1.02688 23.375 3.535 2.02877 1.02713 3.0348 19.84 0.545084 0.532035 0.00966477
internal_count=4034 3833 3787 1094 347 64 42 2693 747 734 677 648 2657 63 2594 2442 58 2384 152 99 44 2377 85 70 65 55 2292 925 886 485
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=8 19 5 8 5 6 5 0 5 16 2 16 18 7 7 17 9 18 17 9 5 2 3 7 8 8 15 10 6 10
split_gain=5.57408e-05 6.46793e-05 0.000186434 0.000146342 0.000254265 0.000194768 0.000399181 0.000183116 0.000156113 0.000274314 0.000115462 9.26424e-05 0.000339063 0.000797763 9.43286e-05 0.000371184 0.000481874 0.000132478 0.000552644 0.000154624 0.000130891 0.000339709 0.000129394 8.44622e-05 0.000214537 0.000427013 0.000280925 8.26085e-05 0.000374805 0.000327957
threshold=8.8430989333000021 14.451165964200003 20.305669781650003 8.4434108459500017 21.336111252450003 16.425383776450001 21.454033346250004 86.83719761350001 24.041678002600005 22.574947209950004 41.467794892200004 22.534947303500005 13.712081531300003 23.032902590750002 23.271765593750004 190.38166638035003 201.14010537530001 13.043896815850003 188.10488866565001 193.67618212375001 21.991679690250006 199.66651340635002 93.431985407450014 23.974509389900003 8.1436447804000007 8.3434888241000014 30.501457990950005 75.634392583900009 12.350288562550002 75.408562100950022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 5 -5 7 -7 -4 9 -6 -1 12 13 -12 15 17 -17 19 -19 -13 -16 -22 -20 24 -14 -26 -27 29 -29 -25
right_child=-2 2 3 4 8 6 -8 -9 -10 -11 11 14 23 -15 20 16 -18 18 22 -21 21 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=-0.019817591438637854 -0.0010064812158661104 0.0021185022157778018 -0.0017350308231609359 -0.0023671217886810925 -0.00039958979728234832 0.0002054081619073015 0.0035587797642667798 0.00094510380560603184 -0.0014078184643108863 0.0023320110546620489 -0.00010971103528285371 -0.00023630159210613836 0.0011516445906176703 0.0046728952304503947 -0.00031382579404800373 -0.004374979570369108 -3.3779625118000952e-05 -0.003634967650236476 0.0014405306420752122 0.0012367659575449378 0.0019842140915224695 -0.00011384968376220464 -0.00051005581827081887 9.4836789623020369e-05 -0.0035269637424490338 0.0016382878238183109 -0.0016742460832241566 4.3093937045645439e-05 -0.0027592648975330084 0.0026501533881548192
leaf_weight=0.0029506255037706755 0.54326950335569435 0.5264133148644391 0.51036643425306205 0.51808824254840224 1.0074433825866438 1.0124858053160322 0.54663422985708576 0.5093341564261209 0.51420275216122613 0.57887125201352141 1.0148969554043921 2.3837221638093138 0.51722381752897506 0.53138934291821982 6.0130550910944276 0.52341388430331537 0.49988701194524765 0.51854495608889228 0.51154633269470617 1.0164188405233785 1.0356984630561781 3.0280692791720263 1.0145929201940831 10.638032220323188 0.52259916347975366 0.5132584550378565 0.51081780450476799 4.0207028404490197 0.54154505128515484 0.52714688161722811
leaf_count=11 201 61 33 25 16 34 55 41 53 50 666 59 287 89 66 38 2 34 19 26 22 89 37 594 31 17 28 1145 180 25
internal_value=-1.00906e-07 1.30388e-05 0.000325217 0.000143587 -0.000382995 0.000678293 0.00138111 -0.00039632 0.000106386 0.000597214 -3.67545e-05 -3.51279e-05 0.000113498 0.00153386 -0.000208841 -0.000506872 -0.00225428 -0.000178463 -0.000814549 0.000204049 -1.75402e-05 0.000420866 0.000143761 -9.94874e-06 -0.000611415 -0.001201 -1.40318e-05 6.89813e-05 -0.00028955 0.000215482
internal_weight=42.1526 41.6094 5.72384 5.19743 2.61861 2.57882 1.55912 1.0197 2.10052 1.58631 35.8855 35.8826 19.3376 1.54629 16.5449 6.46813 1.0233 5.44483 2.04468 3.40014 10.0768 4.06377 1.52614 17.7913 2.0639 1.54668 1.02408 15.7274 4.56225 11.1652
internal_count=4034 3833 368 307 144 163 89 74 119 66 3465 3454 3062 755 392 215 40 175 90 85 177 111 56 2307 363 76 45 1944 1325 619
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=19 12 15 9 15 17 9 9 16 2 17 5 16 6 6 17 6 18 18 7 13 17 7 2 9 9 16 18 16 8
split_gain=7.82091e-05 0.000113555 0.000105275 0.000246335 8.61879e-05 0.000852775 0.000313862 0.00286901 0.00143496 0.000258834 0.000224585 0.00017193 0.000146986 0.000141676 0.000124532 0.000135054 0.000219754 0.000118322 0.000472462 0.000174985 0.000209178 0.000135926 0.000530242 0.000240485 0.000146913 0.000177424 0.000136227 0.000129543 0.000120409 0.000116856
threshold=14.651182102100002 49.885988093600005 45.169600924000008 195.41812862360004 41.800301886400014 192.94032447935004 179.18874144770004 177.77223095870002 22.644947046300004 118.06771887965002 168.59667799010003 14.943099738200003 22.644947046300004 16.525386113000007 16.465384711100004 197.20536406400001 16.565387047600002 13.303774303900001 13.142272494650003 22.938075114600004 117.57433941890001 198.24432709335002 24.385896469550001 81.787075821300007 216.0493559571 220.36679399970004 18.764956119400004 15.243791139250002 22.644947046300004 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 -1 4 -4 6 12 7 8 9 -3 -11 -12 -6 -13 17 29 -17 18 -8 -19 21 28 -23 -24 26 -26 -25 -28 -21 -16
right_child=-2 2 3 -5 5 -7 14 -9 -10 10 11 13 -14 -15 15 16 -18 19 -20 20 -22 22 23 24 25 -27 27 -29 -30 -31
leaf_value=0.029174531453996295 0.00085626704944414482 -0.052507311864121234 -0.00013799673451793493 -0.0025495872670465575 -0.0011473072140389781 0.004111751943286294 5.0114469094379661e-05 -0.10010366457206483 0.096818254958449923 -0.036030201516696302 -0.010736506994873579 0.060173235340663579 0.00033941270949561881 0.0075053088187329118 0.00037093658743910077 -0.002856156786076714 6.4840570645537546e-05 -0.0018143658773936491 0.0034212054939283393 -0.00011916247578181833 0.0020465364672155179 0.0033043383737797073 0.0021826486805992906 -0.0018166995600124897 0.0023449494895161002 6.335958828115548e-05 -0.00088778963567420614 0.00021946730749343641 -0.0016938738168298451 -0.00043710321080577636
leaf_weight=0.0013321050671269976 1.0402830454048047 0.0010620699367500652 2.0162616454756868 0.53620680483471961 1.0298983775592789 0.54846088375574975 2.039234901363677 0.0029924863847677619 0.0016898163194127847 0.0011653420675560577 0.0015388201606995715 0.0010092927560577964 1.876868177038318 0.0010339864854343062 2.5343071190017659 0.52059534009208508 0.50974783519923506 0.50809879960434301 0.52220717893760582 13.196357000686721 0.51899549558584013 0.56134840310164591 0.52568307531646485 0.51852262167079999 0.51524419892873385 1.0068590169460412 1.512276610675144 3.5067236486913771 0.50412584767036683 6.0916152562584882
leaf_count=13 77 333 79 131 37 87 76 16 6 262 621 127 30 121 47 45 35 19 59 891 24 92 54 267 66 164 57 24 15 159
internal_value=-3.39671e-08 -2.17018e-05 -2.26478e-05 -0.000644609 1.85252e-05 0.000495064 -2.83818e-05 -0.0173217 0.0157111 -0.00788065 0.00210297 0.0145086 -0.000187348 0.033521 -2.32114e-05 -0.000328952 -0.00141103 9.28583e-05 0.000737387 2.06844e-05 6.23718e-05 1.52365e-05 0.000338705 0.000119234 -3.44149e-05 0.000835696 -0.000273583 -0.000114161 -0.000177106 -0.0001997
internal_weight=42.1517 41.1115 41.1101 2.55247 38.5577 3.45523 35.1024 0.0104918 0.00749933 0.00580951 0.00474744 0.0035821 2.90677 0.00204328 35.0919 9.65627 1.03034 25.4357 2.56144 22.8742 22.3661 21.8471 8.14666 7.58531 7.05963 1.5221 5.53752 5.019 13.7005 8.62592
internal_count=4034 3957 3944 210 3734 154 3580 1486 1470 1464 1131 869 67 248 2094 286 80 1808 135 1673 1654 1630 724 632 578 230 348 81 906 206
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=8 19 15 5 5 15 8 19 5 3 5 8 2 5 17 19 18 6 15 15 8 6 18 7 7 15 2 16 4 12
split_gain=8.30839e-05 6.95411e-05 0.000101892 0.000198174 8.16099e-05 0.000146227 7.02954e-05 0.000128325 0.000259339 8.51563e-05 0.000222434 0.000571109 0.000219164 0.000730742 0.000511148 0.000369903 0.000171213 0.000164189 0.000114238 0.000288574 0.00014137 0.000112438 0.000123749 0.000155879 0.000135115 0.000115007 8.69956e-05 8.19476e-05 6.76534e-05 6.42432e-05
threshold=8.8430989333000021 14.651182102100002 46.683480308100009 25.568932055400001 24.279163357700003 45.169600924000008 8.7431769115000026 14.151141757350002 23.545618314050007 93.281431752200021 22.649179082500002 8.543332867800002 108.24034454255001 22.629964856950004 192.77618096940003 14.251149826300002 12.949585557300002 16.435384010100005 39.883592142850006 39.296024648600003 8.6432548896500023 16.545386580300001 13.327513832500001 23.051546669900002 23.445318439400001 37.491361913600009 105.22786026870001 22.644947046300004 264.30477453730003 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 6 9 -8 -9 10 18 -12 16 -14 15 -15 -11 -18 19 21 -20 22 25 -24 -25 26 -1 29 -3 -26
right_child=-2 28 3 -5 -6 -7 7 8 -10 12 11 -13 13 14 -16 -17 17 -19 20 -21 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.0012297515455423757 -0.0012296223611764487 1.4813777895549306e-05 -0.0023819358970591682 0.00040812912665380303 0.0012630512131002769 -0.001180846708778255 -4.2924912083582066e-05 0.0029556161229609191 -0.00022412835220899714 -0.00024912937464828289 0.0038997768072911994 -0.00015569445836102741 -0.0043444404701027109 2.6510794876052595e-05 0.0025268187158894941 -0.0032340193518581237 -2.7190479820561571e-05 0.0024980804976869764 -0.0021708923259131626 0.0023961249352879572 0.00017272537937641742 -0.0008337167440183378 -0.0017262414545765456 0.001624527373913529 -0.0011361941062024321 0.0021449438432814588 -0.00062462702544559604 0.0012449873958956404 0.0016357098355791616 -6.1162365942462058e-06
leaf_weight=0.5084475376970744 0.54244573471628044 0.5136102269055971 0.51110847139359994 0.50721348794035193 0.52190037523985822 1.0141407171305008 1.5058306275750504 0.5266405713628044 0.50004104713298148 2.9143593594576354 0.53025237518219959 1.0061228442646097 0.53216031268927633 1.0043285164448543 0.51893277786223269 0.53239042739176046 0.50876718373055563 0.52126630763086723 0.52670888377359293 0.51312072971859279 0.50335908121360262 1.5181582811805459 0.51426778690365083 0.52206459548527817 0.51553426087436705 0.51311975956195954 0.50352969957792582 0.51345802452669786 0.51640203344868496 20.771361397959545
leaf_count=33 201 23 66 45 537 35 16 28 13 67 49 11 102 26 20 43 27 49 86 10 8 29 209 135 50 17 25 22 23 2029
internal_value=-1.18954e-08 1.60184e-05 -4.57853e-06 -0.000992239 2.08449e-05 4.23793e-06 3.58452e-05 0.000544849 0.00140693 -4.74756e-07 7.30916e-05 0.00124398 -0.00032662 -0.00104174 -0.000186747 -0.00110309 0.000142551 0.00125077 7.49287e-06 4.78142e-05 -0.00102565 1.25433e-06 5.32874e-05 -4.95619e-06 3.46991e-05 0.000925422 0.000307068 -3.37338e-06 0.000827458 -3.34849e-05
internal_weight=42.151 41.6086 40.5786 1.01832 39.5603 39.0384 38.0242 2.53251 1.02668 35.4917 28.9595 1.53638 6.5322 2.58781 2.05565 1.53672 3.94439 1.03003 27.4231 26.3931 1.03007 25.8799 24.3618 22.8367 22.3224 1.5251 1.01198 21.8004 1.03001 21.2869
internal_count=4034 3833 3787 111 3676 3139 3104 57 41 3047 2713 60 334 191 89 69 143 76 2653 2559 94 2549 2520 2445 2236 75 58 2101 46 2079
is_linear=0
shrinkage=0.1


Tree=810
num_leaves=31
num_cat=0
split_feature=8 19 9 2 7 4 15 16 2 15 12 16 17 15 2 16 7 18 6 9 2 15 15 17 6 9 0 9 9 9
split_gain=6.72477e-05 7.66136e-05 0.000200237 0.000441491 0.000354199 0.000185451 0.000251575 0.000617517 0.000199288 0.000192299 0.0001623 9.88015e-05 0.000222594 0.000208407 0.00042842 0.000102165 0.000118355 0.000500986 0.000694109 0.000107298 0.000198044 0.00011814 0.000123158 9.22487e-05 7.79438e-05 0.000123111 5.80384e-05 5.21934e-05 0.000362793 0.000340014
threshold=8.8430989333000021 14.451165964200003 192.31210988165003 146.27443143485002 22.792619241600004 278.29044475435006 37.050691080100002 22.564947233300003 229.44804549725004 38.213426205600008 63.174563425750001 22.574947209950004 162.57770630285003 40.682889193900003 241.85323870325001 22.714946882600003 23.296055099200004 13.142272494650003 16.435384010100005 201.09804420775001 189.95856246190002 44.891409666300007 38.884669609800007 193.82841840970002 16.455384477450004 193.67618212375001 85.877418060900013 196.26893085885004 194.45262321395003 198.49982034990003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 -4 6 -6 -8 9 -7 -1 12 -12 27 -15 16 17 24 -19 23 -21 22 -22 -18 -13 26 -26 28 -14 -29
right_child=-2 2 4 -5 5 8 7 -9 -10 -11 11 15 13 14 -16 -17 19 18 -20 20 21 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.023870742311117261 -0.0011057864322068899 0.0036000372782755198 -0.0022998273176583471 -0.00047360809316870006 9.5502447467483797e-05 0.00010697571837176366 -0.00039653057712717583 0.0044808997450351698 0.0011246327207436993 -0.0026352202464796181 -0.044975361615600784 -0.00094405555606968212 3.4698347547506879e-05 0.0034943953973136719 -0.00058961534074225606 0.00080034954691550377 0.00061738224859734007 -1.6574346800606628e-05 -0.0051703648079474704 -0.0017001383627203879 -0.00038603647855958446 -0.0011472011276997423 0.0018148175037114691 -0.00020318743519629926 0.00015165436366969807 0.00096672235320521046 -0.00092101254677798359 0.0025780809223649327 -0.0027611162257576167 3.0810619410087652e-05
leaf_weight=0.0028575878182043315 0.54284920619352917 0.53964232845009896 0.55486844189925211 0.52474756430629432 1.5254160036993205 0.50417489361791445 0.50451425271522488 0.53467071327199411 0.51718303491289574 0.51895518876779079 0.0010957404200223611 1.0200481436632909 4.552176875265757 0.52270205643446688 0.50503968274167876 0.8765324799751405 2.5188730320537598 0.51274457928447359 0.5329292504022658 1.0106554141239033 0.50319789193599695 0.50325230839189306 0.51395978382424801 3.0038182371821769 1.008477255293116 1.0119199314029854 1.0091726845712401 0.54271154928400633 0.5168283558314356 15.214472517031227
leaf_count=12 201 88 18 39 36 18 10 41 61 57 357 39 1542 28 28 26 19 24 47 10 10 17 35 38 36 16 16 59 64 1042
internal_value=3.30918e-08 1.44606e-05 0.000354209 0.00159172 7.15364e-05 0.000392078 0.000912981 0.00211295 -0.000475219 -0.00128393 -3.97365e-05 -3.78385e-05 9.50957e-05 9.73555e-05 0.00148748 -0.00024498 -0.000314663 -0.000691853 -0.00264321 -7.60298e-05 -0.000615194 0.000105997 0.000726033 0.00017107 -0.000187982 6.65853e-05 -0.000384864 2.87547e-05 -0.000250359 0.000118544
internal_weight=42.1505 41.6076 5.72417 1.06439 4.65978 4.10491 2.5646 1.03918 1.54031 1.02313 35.8835 35.8806 21.855 21.8539 1.02774 14.0256 13.149 5.09529 1.04567 8.05376 2.53107 1.52041 1.01716 5.52269 4.04962 3.02957 2.01765 20.8262 5.06901 15.7572
internal_count=4034 3833 368 127 241 223 87 51 136 75 3465 3453 3120 2763 56 333 307 178 71 129 72 62 45 57 107 68 52 2707 1606 1101
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=15 10 19 5 9 5 5 5 7 2 9 15 10 17 15 6 6 9 4 3 6 10 5 17 7 2 5 3 15 9
split_gain=6.89696e-05 0.000116664 0.000107558 7.17217e-05 0.00134726 0.00298936 0.00258144 0.00231439 0.00098177 0.000279773 9.60631e-05 9.59709e-05 8.52048e-05 0.000602871 0.00017465 9.25487e-05 0.000120788 0.000546118 0.00718476 0.00890906 0.00527231 0.00297707 0.00498758 0.000159925 0.000364656 0.000156203 0.000439662 0.000181246 0.000115182 0.000120104
threshold=46.683480308100009 61.977025281250008 14.651182102100002 24.279163357700003 200.84017322135003 24.453399453300005 24.628131835750001 24.794052175750004 19.078733418100004 32.468269602050007 66.346857137250012 45.169600924000008 61.93938686740001 190.4716172434 43.890399822900008 16.455384477450004 14.815346158200002 201.32298960505003 250.05420802265002 88.931506497100017 14.905348261050003 67.074341896550024 18.553574773300003 198.24432709335002 23.604435110900003 151.26092141510003 21.500664456800006 93.281431752200021 41.492094664050008 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=2 -2 3 9 5 -5 -7 -8 10 -1 -9 12 13 -11 15 16 -14 23 19 20 -19 -22 -23 24 25 26 27 -18 29 -17
right_child=1 -3 -4 4 -6 6 7 8 -10 11 -12 -13 14 -15 -16 28 17 18 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.049789510028682628 -3.8237840419530192e-05 -0.0018913879685172131 0.0014309232978214929 0.083729350938001934 0.00030323315616052107 -0.10009139826434768 0.098348434350502653 0.032926630360031961 -0.092522931882268275 -7.6434766313847197e-05 -0.0064462544942023503 -0.00097013114553826151 -4.1829676827709495e-05 0.0035662977288383455 -0.0013230320078008982 0.00038372083736486895 0.00074383178412152772 0.065042604397309925 -0.00031445654529747673 0.093374283741320563 0.029915479649723582 0.014520813944379728 -0.091115000031859739 0.0018518378064337157 -0.0024890750224365217 -0.00015957141503566269 0.0034402004985170233 -0.0014351719705120924 0.00071943095971657917 -0.00061016243856469772
leaf_weight=0.0011281157930999033 1.0115563864361607 0.51149010894021518 0.5368430660832918 0.0062170206471355649 0.51087265887539246 0.0022223013999749259 0.0025735513375355623 0.0012388083231300584 0.0013591904191675632 2.9389888291624895 0.001239881562861922 1.0160711875406594 17.704489080607551 0.53740400941342148 1.0179702264734363 1.5202190932059236 1.5316888014149319 0.012047878397424827 0.52963689053663821 0.018776047872961499 0.009865806408924982 0.0089024781582338619 0.0089761947924671404 0.53612626704489219 0.51876516072701395 3.522218299175881 0.52725122059027052 0.50843927165988123 1.022373646021151 6.0732861311013284
leaf_count=9 44 92 67 27 60 28 8 40 233 95 186 38 2230 49 36 35 140 14 103 15 9 29 19 56 32 51 64 38 23 164
internal_value=7.62521e-08 -0.000660588 2.48435e-05 6.01488e-06 0.00116634 0.0308577 -0.00721445 0.0249781 -0.0242215 -9.4032e-06 0.0132317 -1.08232e-05 1.44632e-05 0.000486683 -3.23453e-05 6.23806e-06 0.000102183 0.000431909 0.00336077 0.036596 0.00980517 -0.0141814 -0.0385149 0.000190776 5.60169e-05 0.00027283 0.000866047 0.000200782 -0.000277026 -0.000411187
internal_weight=42.1502 1.52305 40.6272 40.0903 0.525723 0.0148508 0.00863373 0.00641143 0.00383788 39.5646 0.00247869 39.5635 38.5474 3.47639 35.071 34.0531 25.4372 7.73269 0.588205 0.0585684 0.0397924 0.0277445 0.0178787 7.14449 6.60836 6.0896 2.56738 2.04013 8.61588 7.59351
internal_count=4034 136 3898 3831 582 522 495 467 459 3249 226 3240 3202 144 3058 3022 2800 570 189 86 71 57 48 381 325 293 242 178 222 199
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=8 15 16 19 9 9 5 17 9 13 16 15 17 12 18 7 19 9 10 2 15 2 10 16 6 2 7 7 5 7
split_gain=5.5934e-05 5.81555e-05 0.000121984 0.000106717 0.000468187 0.00040132 0.000252437 0.000684856 0.000186878 9.54245e-05 7.97224e-05 0.000352823 0.000180464 0.000130879 7.65634e-05 0.000383023 0.000839147 0.000134887 8.86234e-05 0.000148718 7.37544e-05 8.88333e-05 5.65048e-05 0.000657575 0.006396 0.00350129 0.00803217 0.00386814 0.00225652 0.00163167
threshold=8.8430989333000021 46.683480308100009 22.584947186600004 14.451165964200003 201.32298960505003 199.38481636575003 21.454033346250004 192.20712075930001 192.39832633775004 117.57433941890001 22.574947209950004 40.682889193900003 162.57770630285003 63.174563425750001 13.043896815850003 23.271765593750004 14.351157895250003 193.67618212375001 62.030794443850006 199.66651340635002 36.207782793200003 201.70502722175004 69.999384342500022 20.844951255400005 15.255356438950001 132.99388411665004 24.081116689550004 22.996658327800002 19.476154597300006 19.078733418100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 9 8 -8 -5 11 12 -1 -14 17 16 -16 -12 19 -17 -20 -22 23 24 -15 27 29 28 -26 -27
right_child=-2 2 -4 4 -6 -7 7 -9 -10 -11 14 -13 13 22 15 18 -18 -19 20 -21 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.040944850009830537 -0.0010082537976590933 4.9993864618399602e-05 -0.0018396931262314429 0.00033825524052334319 0.0032403364891261119 -0.0025144499022746684 0.0013197539802887832 0.0042855287396426581 -0.001325650493168894 -0.0009139764060574246 -0.00021718066533143212 0.0026569715002674266 -0.021598306393464089 0.0007172437575317988 -0.0049779240461135738 0.0010748320730777493 -0.00037718855128708747 0.0011590743111102278 0.00011658287352139357 -0.00023400704431425533 -0.0014231163494523812 -0.00021110994348848101 -6.5781938143472343e-05 -6.2030037264857433e-05 0.10001703702704484 0.012922083709620658 0.10003328530621686 0.081437952903070529 -0.054467016747814713 -0.10044658915901952
leaf_weight=0.0010748528587808384 0.54284909297753969 1.0031993714776457 0.51798917787570031 1.5180467581139985 0.54209871610191829 0.50913651422132922 0.51745958514038626 0.55444039872133988 0.55179743201006204 1.0157121582451507 2.3834181873498888 0.5238217347886821 0.0027971207206282092 0.5421968036403304 0.53516208758702455 1.5291539642876144 1.5294703698216381 1.0156115585759833 2.0017596387333469 2.0083076187387974 1.0088729846756908 1.5096406188167746 15.213366850007253 5.0327168693852968 0.0012607027456397702 0.0016909896655867866 0.0045066803431836888 0.021569921125774272 0.0037820207439851032 0.0050937785787224981
leaf_count=357 201 22 98 51 95 26 28 65 16 32 51 45 12 190 45 20 49 20 9 31 11 43 1941 155 4 89 9 35 191 93
internal_value=2.64157e-07 1.34229e-05 -0.000593475 3.64547e-05 0.000458663 0.000135527 0.000460053 0.00143346 -4.54252e-05 -0.000163729 -2.66029e-05 9.37077e-05 2.92483e-05 3.13627e-05 -0.000216605 -0.000354496 -0.00156972 0.000194037 -4.31197e-05 0.000331771 -0.0003365 -0.000696619 3.42677e-05 0.000305449 0.00349355 0.043207 -0.00345248 0.0630041 -0.0158453 -0.0721913
internal_weight=42.148 41.6052 1.52119 40.084 5.20869 4.66659 4.15746 1.6237 1.06926 2.53376 34.8753 21.3539 20.8301 20.829 13.5214 10.1224 2.06463 3.39903 8.05773 3.53746 4.52027 2.51851 20.8262 5.61282 0.580101 0.0379041 0.0112914 0.0266126 0.00504272 0.00678477
internal_count=4034 3833 120 3713 313 218 192 109 44 83 3400 3121 3076 2719 279 208 94 71 114 51 63 54 2707 766 611 421 191 230 195 182
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=19 6 16 0 5 5 8 15 15 8 0 6 17 17 13 6 6 5 16 5 15 0 15 6 19 6 5 6 6 7
split_gain=6.14561e-05 8.8512e-05 7.10926e-05 0.00010474 0.000136908 0.000299888 0.000764638 0.000202123 0.000206115 0.000110373 9.43525e-05 0.000155806 0.000114927 0.000252954 0.00019317 8.63143e-05 0.00018818 0.000369412 0.00018071 0.000179153 0.000174344 8.71338e-05 0.000158753 0.00041025 7.65753e-05 7.53589e-05 0.000376697 0.000110366 0.000105506 8.13787e-05
threshold=14.651182102100002 16.415383542800004 22.764946765650006 85.995710218650018 23.928204628200003 22.649179082500002 8.543332867800002 39.883592142850006 39.296024648600003 8.6432548896500023 85.925810307250018 16.445384243750002 190.11254901275001 188.19076296340003 117.60122400020002 16.455384477450004 15.975373262050001 20.971847224900007 22.644947046300004 20.849573174100005 37.491361913600009 86.256490657300006 36.548474543700003 16.565387047600002 14.351157895250003 14.980350013450002 19.925387549600003 14.745344522600002 14.415336812050002 23.667467222350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 8 15 -9 11 -1 13 -13 -14 16 18 -18 19 25 -19 -17 23 -23 -25 27 -27 28 29 -5
right_child=1 -3 -4 4 -6 6 -8 9 -10 -11 -12 12 14 -15 -16 21 17 20 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0019303024207789638 -0.00018686069668494537 0.0016591774934285191 0.001089499590434758 0.0012796376376546779 -0.0015573885298784758 0.0044196753291029286 7.0140967939853611e-05 -0.0023888593562690552 0.0020172975021402416 -0.00032697179306787218 -0.0016885915801987572 -0.0001823168421365603 0.00028569624010001745 0.0021586910061710211 -0.0024729895877030643 0.00034545498169793727 0.0032057329401181615 -0.00070435542065011428 0.0018362712631580696 -0.0019154404828077465 0.00099072375041928226 -0.0036527473958456419 -0.00014910799404824494 -0.0010703065576875977 0.00066626367992087812 -0.0028562991749486841 0.00044094668157418967 0.0014208514736282886 -0.0014051621790153075 -2.3985900121019954e-06
leaf_weight=0.52735895642158492 0.50652316576713363 0.53307134849137583 0.5707419559093968 0.51129457188093219 0.52892839717619367 0.55129681309735135 1.5145413054196977 0.53300800446131436 0.51503777985271781 0.50615769259593435 0.51611306514831756 4.3790278176180299 0.50364958858875508 0.51595066100179021 0.51171821460035938 1.5126979513443064 0.53567904940473399 1.0088646122057983 0.509967456364392 0.51255861135504588 1.5224325666022194 0.51983457343533235 3.5141883742398932 0.50586830079808442 0.50984326864636387 0.52776922315024299 1.0087493450191687 0.55943207781879678 0.52285314585456077 15.651087049103115
leaf_count=225 14 63 95 242 72 76 24 95 14 10 28 531 43 38 33 18 95 61 19 82 33 46 22 14 26 85 22 102 178 1628
internal_value=4.05815e-07 0.00075973 -1.87976e-05 -3.44023e-05 3.87442e-05 6.42861e-05 0.00123087 -1.3487e-05 3.40874e-05 -0.00138455 -0.000387649 -0.000283352 -0.000136401 6.44349e-05 -0.00110461 -6.15959e-07 9.1115e-05 0.000820011 -2.17682e-05 -7.08795e-05 0.000315139 -0.000320307 -0.000519743 -0.00136796 -0.000198623 -2.05394e-05 -0.000691604 3.92532e-05 -7.06986e-06 3.81584e-05
internal_weight=42.1462 1.03959 41.1067 40.5359 33.5821 33.0532 2.06584 30.9873 29.9482 1.03917 6.95382 6.43771 5.91035 4.89498 1.01537 29.4331 22.8707 3.06698 19.8037 19.2937 2.5313 6.56243 5.04973 1.53555 1.01571 18.7812 1.53652 17.2447 16.6852 16.1624
internal_count=4034 77 3957 3862 2964 2892 100 2792 2687 105 898 870 645 569 76 2673 2547 189 2358 2339 94 126 108 86 40 2257 107 2150 2048 1870
is_linear=0
shrinkage=0.1


Tree=814
num_leaves=31
num_cat=0
split_feature=8 19 15 9 4 19 12 19 9 7 17 3 0 15 15 16 6 18 4 2 12 9 5 9 12 6 17 17 16 7
split_gain=8.05107e-05 5.51894e-05 6.78452e-05 0.000259142 6.73574e-05 5.77128e-05 0.000216947 0.00016452 0.000222156 0.000197067 0.00053724 0.000129919 0.000268578 0.00019124 0.000233358 0.000582703 0.000100303 0.000141021 0.000158003 0.000133169 9.2509e-05 6.75456e-05 0.00026274 0.000195306 0.000156886 0.000385308 0.00029334 0.00030796 0.000250548 0.00823076
threshold=8.8430989333000021 14.651182102100002 45.169600924000008 195.41812862360004 264.30477453730003 14.451165964200003 179.90801194620005 14.551174033150001 199.17419511990002 23.150522195450005 188.19076296340003 93.499196860750018 85.877418060900013 41.195083317300011 43.216642080150002 22.494947397000004 16.465384711100004 13.222029912150001 143.78867033265001 154.31016903475003 63.174563425750001 199.17419511990002 21.991679690250006 198.16621393750003 106.61257222060001 14.205331905300001 190.38166638035003 191.86029796145002 18.684956306450005 26.950136669150002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -3 11 7 9 -9 10 -7 13 -13 16 15 -15 17 18 -1 -18 -19 23 24 -22 25 -23 -26 -28 29 -29
right_child=-2 4 3 -5 -6 6 -8 8 -10 -11 -12 12 -14 14 -16 -17 19 20 -20 -21 21 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-5.4482412627501514e-05 -0.0012104132911641007 -7.1801741630486311e-05 1.6759930651353995e-05 -0.0024618476383202899 0.001546028251499542 -0.00067096670423988933 0.002223350794685068 -0.0022448256500377955 0.00022727804217280258 -0.00029940207499168522 0.0038973231408276771 -0.0002289825767496582 -0.0026664067092496283 -0.00039488682039519947 9.8794176990941302e-05 0.0043632173796285456 -3.5151661208222549e-05 0.024336299338540177 0.0024325651338184535 -0.001221880429704445 -0.00010078074719127506 0.0031007997676019239 0.0023460038156089438 -0.0021228339667194672 -0.0024185084701692557 0.00018875486663237921 0.0023445190961432086 -0.047815973216658751 2.5462250469949551e-05 9.8362681876200663e-05
leaf_weight=0.50235993580283911 0.54209036497303387 0.51331948092342716 2.0178148754080873 0.53330026509791828 0.51607728685485199 0.50335915510368001 0.55492375489592394 0.57022588182462675 1.0027973921532973 1.0118655063270123 0.5269031870411709 3.3964289837028185 0.52148428128583635 0.50107636353407803 1.5163214621153427 0.52922321203004685 2.5339356514303253 0.0015630165435130952 0.51971279408215987 1.5085142727157288 6.588338976952385 0.53476387940309011 0.51510304219652603 0.51501167302149031 0.53607301978498156 3.0224634743108254 0.52325238560743592 0.0371793257433638 9.046243807979236 1.0039707964511615
leaf_count=7 201 23 79 112 23 21 110 60 8 15 30 652 24 15 28 31 34 4 67 29 1314 129 22 28 166 84 85 271 139 223
internal_value=4.0721e-07 1.61841e-05 -2.1614e-06 -0.000501383 0.00073928 3.13333e-05 0.000382359 9.9768e-05 -0.000668867 0.000691837 0.00166538 -1.19067e-05 -0.00055341 5.89654e-05 0.000887863 0.00204916 -1.81068e-05 6.15256e-05 0.00121015 -0.000478001 8.93719e-06 7.23379e-06 0.000126075 -0.000247385 4.8307e-05 0.000626527 -0.000136219 -2.09129e-05 -0.000143612 -0.00161265
internal_weight=42.1457 41.6036 40.5742 2.55112 1.0294 38.0231 4.17007 3.61515 1.57302 2.04213 1.03026 33.853 3.91791 29.9351 2.54662 1.0303 27.3885 23.346 1.02207 4.04245 22.324 22.3224 15.219 7.10335 14.7039 3.55723 11.1467 10.6106 10.0874 1.04115
internal_count=4034 3833 3787 191 46 3596 244 134 68 66 51 3352 676 2676 74 46 2602 2539 74 63 2465 2461 1119 1342 1097 213 884 718 633 494
is_linear=0
shrinkage=0.1


Tree=815
num_leaves=31
num_cat=0
split_feature=16 0 3 5 8 18 18 7 18 19 0 5 3 2 5 18 7 7 18 18 3 4 18 6 8 6 6 10 6 6
split_gain=6.74338e-05 0.000329199 0.000111146 0.000585964 0.000775288 0.000561628 0.000441825 0.000285199 0.00098613 0.000104193 7.11106e-05 7.23333e-05 6.43752e-05 0.000278422 0.000518356 0.000629159 0.000247737 0.000344873 0.000162489 0.000704504 0.000378335 0.000579106 0.000171429 0.000164407 0.000164313 0.000146488 0.000135931 0.000121653 8.55205e-05 0.000354165
threshold=22.704946905950003 85.121961326250016 93.846007959550022 13.154029769200003 7.5441126493500006 12.844794714750002 16.374766214750004 22.671301016600001 17.831113090000006 14.351157895250003 102.21786657775002 13.361597395450001 93.281431752200021 108.63443756215001 22.629964856950004 13.112573650350003 23.127267687200003 23.051546669900002 13.4793103924 13.531614672700002 92.598563387050021 280.10798094650005 13.327513832500001 16.565387047600002 8.543332867800002 16.455384477450004 16.525386113000007 61.982402197500001 16.165377701450002 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=2 -2 3 4 7 -5 -6 -1 -9 -4 12 -12 18 25 15 -15 17 -16 20 -20 21 -7 24 26 -22 -14 28 -18 -21 -30
right_child=1 -3 9 5 6 10 -8 8 -10 -11 11 -13 13 14 16 -17 27 -19 19 23 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.026043431650889817 -0.00054720645231071878 0.0025210157364531269 -3.082319622692595e-05 0.035933891560299532 0.086639902301374291 0.0045509038444651725 0.018014203084950903 -0.10001467663535568 0.038150587525221942 -0.002047909298680413 1.459433785341823e-05 -0.0016824758973445757 -0.0002983019724223384 -0.00013129178287493156 -0.0033338693876164803 -0.0050770705344029467 -0.00028452097682336641 0.00032217410431638165 -0.0036862591033626612 -4.1638605231131715e-05 0.0013898375821584405 -0.00017306439000963872 -0.00052915887160108336 0.0018009190211733081 -8.1196822407166903e-05 0.0012526485735437688 -0.0011306560085582796 0.00089906372356500465 0.0028548388602938029 0.00012239425760787419
leaf_weight=0.0016535364351861624 0.88321004260447356 0.5788954749318691 0.50584568427029475 0.0043484546583120167 0.0023220355213879884 0.54013226321200825 0.0015741582811248378 0.0010146957093012383 0.0010523030276452646 0.51866604453339216 0.50054965050650269 0.50407546054860874 1.0130981369657077 0.50391601701267041 0.52440390663174674 0.52537867147077577 2.0155246391805126 0.5078995005969773 0.5167820922024714 17.780664563570937 1.5320650425637723 0.4994743041663261 2.0131642936830758 0.52198391241472464 1.5054634324042127 1.5266958960055488 1.0059691560182376 1.5258289876328488 0.53738129613520769 4.0444365436406997
leaf_count=99 107 51 647 19 24 92 185 454 361 129 14 108 38 7 49 34 25 8 15 1164 34 11 20 42 11 33 14 28 76 135
internal_value=3.63326e-07 0.000667603 -2.36176e-05 2.94976e-06 0.0277368 -2.37798e-06 0.0589134 -0.00491185 -0.0296751 -0.00105199 -6.31966e-06 -0.000836919 1.52755e-05 -0.000234521 -0.000628213 -0.00265575 -0.00017192 -0.00153507 8.19703e-05 -3.33326e-05 0.000544053 0.00228129 0.000186469 4.56851e-05 0.000660762 0.00063399 6.47821e-06 0.000225439 5.76318e-05 0.000442871
internal_weight=42.1435 1.46211 40.6814 39.6569 0.00761673 39.6492 0.00389619 0.00372054 0.002067 1.02451 39.6449 1.00463 38.6403 8.14275 5.60295 1.02929 4.57366 1.0323 30.4975 24.4072 6.0903 1.03961 5.05069 23.8904 3.03753 2.53979 23.3685 3.54135 22.3625 4.58182
internal_count=4034 158 3876 3100 1123 1977 209 914 815 776 1958 122 1836 222 151 41 110 57 1614 1446 168 103 65 1431 45 71 1389 53 1375 211
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=8 19 15 15 4 6 12 16 16 17 9 9 16 10 16 7 18 9 7 18 3 5 18 17 7 8 8 15 19 9
split_gain=6.34439e-05 7.21903e-05 0.000168256 0.000357641 0.000202575 0.000273559 0.000130124 0.000244801 0.00103273 0.000129063 9.42184e-05 0.000197609 9.08024e-05 0.00015831 0.000107739 0.000127404 0.000390633 0.000501392 0.000166887 7.74693e-05 6.91663e-05 0.000178764 0.000135181 0.00046071 0.000149572 0.000221774 0.000511286 0.000227005 0.000127914 7.39671e-05
threshold=8.8430989333000021 14.451165964200003 46.683480308100009 42.713473568600008 278.29044475435006 16.455384477450004 63.174563425750001 12.604970524100002 9.719977270450002 162.57770630285003 195.30595290385003 191.03141765810003 22.584947186600004 61.982402197500001 22.714946882600003 23.296055099200004 13.142272494650003 200.95377551580003 23.445318439400001 13.603286548350003 93.216908757050007 24.393336510100003 13.712081531300003 192.77618096940003 23.974509389900003 8.1436447804000007 8.3434888241000014 30.501457990950005 14.251149826300002 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 6 3 4 5 -3 -1 8 -8 -9 11 -7 13 -11 15 16 -14 -18 -17 -20 22 -22 23 28 25 -24 -27 -28 -15 -26
right_child=-2 2 -4 -5 -6 10 7 9 -10 12 -12 -13 14 20 -16 18 17 -19 19 -21 21 -23 24 -25 29 26 27 -29 -30 -31
leaf_value=-0.021689586034091664 -0.0010739862621444722 0.0025340330065368086 -0.0013844922804134136 0.0029591585587680734 -0.0016294021219409886 0.0023160143596957562 0.034893915768616099 -0.035496036358176823 -0.10000704479824303 0.0018230954852784466 -0.00030685081482031452 -5.7566403895649399e-05 -0.00025853825611293869 0.0016016380732298545 0.00082655917487751713 0.00088090037004260832 -0.0045441914157060984 -0.00015125010055509367 -0.00091110081530698618 -7.1874954687685212e-05 -0.0020802455646084725 0.00057577575027746564 0.00096565022768361629 0.0034051624870746534 -0.00048773447324690724 -0.0039641583831581248 0.0013627275558087679 -0.0016168826263266809 -0.0001199024153049521 0.00016102244918392262
leaf_weight=0.0027755746729088973 0.54257020631231867 0.55439965015193582 0.51258884235013358 0.53669682296543086 0.51889055780600291 0.52274764473804713 0.0011296446246443618 0.0010262960387085176 0.0011403537167376109 0.51322156916209394 2.0115141285568825 1.0660295906418467 4.0446000078146254 0.5216195243083418 0.87631005412549789 1.5217377979643059 0.54008627096404704 0.50067267968552187 1.5145364456331263 4.0182185563448911 0.50993009923891752 0.50373252943690927 0.51701322027727714 0.51790942089792213 2.0158744940345548 0.52475305318512244 0.51224302900943974 0.51052422271823161 2.5009574998775861 13.707135692592507
leaf_count=12 201 88 55 71 73 35 495 192 433 278 24 22 104 82 26 17 60 5 30 74 34 86 175 61 322 33 17 28 34 867
internal_value=3.81709e-07 1.43942e-05 0.000344228 0.0005143 0.000233541 0.000466209 -3.82185e-05 -3.65434e-05 -0.0328748 -3.44653e-05 0.00014779 0.000723401 -3.34508e-05 8.66174e-05 -0.000244277 -0.000321575 -0.00070313 -0.0024309 -4.65243e-05 -0.000301605 4.6728e-05 -0.000760354 8.50864e-05 0.000649386 -2.72334e-05 -0.00082748 -0.00142655 -0.000124574 0.000177191 7.78442e-05
internal_weight=42.1426 41.6 5.72287 5.21028 4.67358 4.15469 35.8771 35.8744 0.00227 35.8721 3.60029 1.58878 35.8711 22.8549 13.0162 12.1399 5.08536 1.04076 7.05449 5.53276 22.3417 1.01366 21.328 3.54049 17.7875 2.06453 1.54752 1.02277 3.02258 15.723
internal_count=4034 3833 368 313 242 169 3465 3453 928 2525 81 57 2333 2017 316 290 169 65 121 104 1739 120 1619 177 1442 253 78 45 116 1189
is_linear=0
shrinkage=0.1


Tree=817
num_leaves=31
num_cat=0
split_feature=3 2 12 15 6 3 13 18 18 3 18 6 12 0 13 6 2 14 9 10 6 7 14 7 9 14 2 16 13 2
split_gain=5.67847e-05 0.000388363 0.0023141 0.00269059 0.000203623 0.00016708 0.000279006 0.000130911 0.00055762 0.000187289 0.00057398 0.000131351 0.000319368 0.00012389 0.000106732 9.10444e-05 9.29116e-05 0.000226145 0.000163147 0.000105361 0.000251265 0.000100144 0.00010595 8.52459e-05 0.00071194 0.0025079 0.00309096 0.00387548 0.00415423 0.0020881
threshold=93.281431752200021 72.043920985000014 90.84682862195001 33.005488016050009 16.405383309150004 93.458869988800004 117.63886241405002 13.4793103924 13.531614672700002 92.598563387050021 13.342238590850002 16.565387047600002 63.174563425750001 86.756543869550015 117.49368567500001 16.525386113000007 154.31016903475003 258.81059110610005 196.14870163055002 62.041548276350007 16.505385645700006 23.514778597300005 245.89181903565003 24.123805364200006 211.04147598835002 266.92056705180005 169.97615743665003 20.084953032650002 117.06622083225001 186.79363985910004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 -2 -3 6 -6 9 -9 10 -1 12 -10 14 -11 16 21 18 -18 20 -19 -14 -23 -21 25 -25 -27 29 -29 -28
right_child=1 4 -4 -5 5 -7 -8 8 11 13 -12 -13 15 -15 -16 -17 17 19 -20 23 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.00064756627362860504 0.045747349349548071 -0.0021428481347988918 0.063411562858220069 -0.057740041877798715 -0.0029134685399628776 1.5058872980864899e-05 0.00035553495273414355 -0.0032792643507533791 0.044813844428240733 7.3725010816104187e-05 0.0040428070569521607 0.0016061644592903794 -0.0014442530465882215 -0.00052823889148117566 0.0011801631596991913 -0.00093187917009725457 0.00042990521454417275 0.0025564137246696815 0.0029511700029827138 -0.0004894309679285586 -0.00057741520771649164 3.729500071464858e-06 -0.0014635015695212198 -0.064893935416727416 0.00015359900031143166 0.094009463816675812 -0.10007270239775939 0.094320043822555211 -0.019058184216169845 0.0034642983510819814
leaf_weight=0.52050363879519312 0.0043562280089169958 0.52532788035108957 0.0061973572446731842 0.0059352742955525173 0.53579047171297023 9.0345851508087325 0.50922606501262635 0.51805296666858325 0.0015902863815345772 2.0064028503911691 0.52312182681420438 0.52129114502051166 0.52595595261988748 1.5050143739208577 1.541818454468739 1.0072723605671843 0.50153581199660002 0.52277883478450327 0.52562852168796326 2.5183338412074239 0.50107234087772667 15.720759137102711 0.50806140284694556 0.0034092009268375028 2.0218679028632534 0.005359743605812285 0.0037929245168430749 0.0070371786951000104 0.0059761311512147586 0.0040043030659365686
leaf_count=81 38 211 27 29 38 798 8 16 4 15 49 42 185 10 43 14 22 55 31 214 4 911 94 26 346 59 98 28 38 500
internal_value=3.69091e-07 -0.000199601 0.0151355 -0.0139355 -0.000223444 -0.000123409 -0.00132052 6.77523e-05 -3.20463e-05 0.00048391 0.0017035 3.54977e-05 1.91993e-06 0.000232032 0.000554509 -1.00277e-06 3.91094e-05 0.000356262 0.00172011 0.000105818 0.00102272 -8.62161e-05 -4.22038e-05 -9.96124e-05 0.000378925 0.0157808 0.0262903 0.0088492 0.0422531 -0.0469008
internal_weight=42.1421 10.6214 0.0164889 0.0102915 10.6049 10.0796 1.04502 31.5206 25.4238 6.09686 1.04363 24.9057 24.3844 5.05324 3.54822 24.3828 23.3756 6.6208 1.02716 5.59363 1.02385 16.7548 16.2288 4.56978 2.05145 0.0295795 0.0261703 0.0208105 0.0130133 0.00779723
internal_count=4034 1149 94 67 1055 844 46 2885 2687 198 130 2671 2629 68 58 2625 2611 1421 53 1368 59 1190 1005 1309 1095 749 723 664 66 598
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=15 19 16 5 7 19 19 7 7 2 15 15 10 5 4 7 13 8 2 7 7 2 2 9 3 3 3 3 3 3
split_gain=6.68161e-05 0.000116797 0.000114864 7.27667e-05 0.00111083 0.00140211 0.00258373 0.00172953 0.000499928 0.000215181 0.000138836 9.05936e-05 0.000199201 0.000307501 0.00011598 0.000554299 0.0099571 0.00366124 0.000355155 0.00302436 0.00146768 0.000377144 0.000261305 0.000124487 0.000821117 0.00138145 0.000920396 0.00103444 0.000692825 0.00119849
threshold=46.683480308100009 14.651182102100002 22.584947186600004 24.279163357700003 23.356162058950002 14.351157895250003 14.251149826300002 23.271765593750004 19.078733418100004 32.468269602050007 45.169600924000008 42.713473568600008 61.93938686740001 23.455765688150006 284.07887079910006 23.514778597300005 117.62810858150002 8.6432548896500023 189.95856246190002 22.061824394000002 20.861906850000004 53.810443956900009 185.72519583365002 199.38481636575003 93.023339771650015 82.69159517635002 92.90235915575002 90.525762168450015 90.203147192800017 87.955596195750019
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 6 7 8 -5 -1 11 14 -13 -14 18 16 17 -16 19 20 -11 -22 -21 -17 25 -25 27 28 29 -27
right_child=2 -3 -4 4 -6 -7 -8 -9 -10 10 -12 12 13 -15 15 23 -18 -19 -20 22 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.044680722701422662 -2.458355307366813e-05 0.0014898037646745028 -0.0018560868967904987 0.014095560739552378 0.0003027741319400315 0.050100837606863562 -0.100074593609579 0.10006703812049869 -0.062457656576312574 0.04243480853596239 -0.0011662429450383415 0.0018149364297961315 0.002120305381291199 -0.00070468731916086675 -0.10018459682815467 -3.0883215060049693e-05 0.10010647366146702 0.056942347753603621 0.0026230762985467982 2.1951436987652214e-05 -0.044792231409850766 -0.10006508509679468 -0.0022588454700661321 0.023539839709142321 -0.001109193149444713 -0.066829659468149047 -0.10032266415965803 0.0046487062103750549 -0.088523895337894273 0.028684542955167914
leaf_weight=0.0010773373796827404 1.0030218744068222 0.53701406829350062 0.51992831028413222 0.0024529921379941094 0.50673007860758579 0.010174439476656971 0.0021341963165468769 0.0021408564316516276 0.0013079053497098087 0.0010764970246387806 1.0145734038826564 0.87708208122785469 0.51632229298591825 1.5185298232277089 0.0088208638058081545 1.0030981952775841 0.0047773796832188973 0.0017826469265855857 0.51362442561514754 33.055332995770705 0.0017275943482673028 0.004324918022960941 0.51006484876378877 0.0052776786196870864 0.50130694438848877 0.0032599606527984326 0.0019205069402232757 0.0061110690000418808 0.0029439686986734159 0.0022004358688718639
leaf_count=9 24 67 112 223 36 31 11 2 279 78 38 16 47 32 123 483 3 3 11 1775 10 133 18 266 16 97 1 56 4 30
internal_value=4.35993e-07 2.48186e-05 -0.000649851 5.19003e-06 0.00117482 0.0254407 -0.00578178 0.0283165 -0.0125269 -1.03322e-05 -1.15495e-05 1.88484e-05 0.000555136 1.21248e-05 -2.49837e-05 -0.000873413 -0.0197622 -0.0737686 1.33854e-05 -2.65402e-05 -0.0651528 -0.0842883 -1.27079e-05 -0.000683044 -0.00193382 -0.0209721 -0.0352652 -0.0266576 -0.0494214 -0.0283393
internal_weight=42.1401 40.6172 1.52295 40.0802 0.52494 0.0182104 0.00803595 0.00590175 0.0037609 39.5552 39.5542 38.5396 2.91193 2.03485 35.6277 1.5415 0.0153809 0.0106035 34.0862 33.5725 0.00712901 0.00605251 33.5654 1.52612 0.523021 0.0217136 0.0164359 0.0145154 0.00840437 0.0054604
internal_count=4034 3898 136 3831 582 546 515 504 502 3249 3240 3202 95 79 3107 1082 129 126 2025 2014 221 143 1793 953 470 454 188 187 131 127
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=0 10 16 16 10 10 10 16 3 5 8 18 18 12 12 19 19 18 10 7 10 9 9 16 16 13 7 9 0 8
split_gain=5.5239e-05 0.000421927 0.00133591 0.00156164 0.000560568 0.000401291 0.00300839 0.000298005 0.00010659 0.000508715 0.000673423 0.000534673 0.000436143 0.000256639 0.000200746 0.000106904 7.70178e-05 0.00107816 0.002889 0.000912084 0.000241464 0.000506895 0.000273022 0.000192247 7.15354e-05 7.07322e-05 0.000243688 0.0009437 0.00502553 0.000916079
threshold=85.121961326250016 61.622148808000013 22.794946695500006 22.634947069650003 58.167480110400007 61.45546440395001 59.094998165400007 22.704946905950003 93.846007959550022 13.154029769200003 7.5441126493500006 12.844794714750002 16.374766214750004 144.57070813310003 173.20477533325001 14.351157895250003 14.451165964200003 12.885811969150001 61.853356207250009 22.314221067900004 62.057679025150001 196.64273721640004 201.32298960505003 22.574947209950004 19.284954903400003 117.67112391160002 22.407814303000006 184.85936449530001 86.420486603250012 7.8438787148500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 24 -4 6 -6 8 9 10 13 -11 -12 -2 -15 -10 17 -13 -19 -20 21 -18 -23 -22 -1 26 -21 28 -28 -30
right_child=7 -3 4 -5 5 -7 -8 -9 15 11 12 16 -14 14 -16 -17 20 18 19 25 23 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.01207389977760806 -0.04323329960861607 -0.00039889041661483068 0.022730852880462622 -0.10013007279809304 -0.1000283848959595 -0.00054219698510284803 0.069168289541915437 0.0022727086240507278 1.4814169013087291e-05 0.035778966244505689 0.0848735932156678 -0.042112884696996034 0.015772776284615417 0.039069606458494083 -0.019508076124996783 -0.0020320599604578818 0.0037978076634285632 -0.10036986231938481 -0.087116376771157911 0.037011456446402441 -0.0019188931985079215 -0.00070819499060353983 0.0021120945305113516 0.00018818156491445727 0.020781595317357807 0.00063734224912247455 -0.10011183718093526 -5.4008762304693499e-05 -0.012581417962276782 0.10001140134927887
leaf_weight=0.0015427134798291489 0.0011668226816006263 0.85892669791093179 0.0066976534099012488 0.0033481774426036282 0.0028233011022393848 0.0091081861755810678 0.0016739379043428926 0.57749824134725614 0.50281694090731721 0.004177685189303725 0.0021813684462017591 0.0060922809498141764 0.0015713916741260103 0.0013660144043320212 0.0010232891979704676 0.51805275996067224 0.54757607149804188 0.0028698639362109138 0.0012026763681650668 0.0017730720529333102 0.55063396208515802 1.0082309008155332 0.5204269438522714 2.0270957551909845 0.0011616955369199156 1.5195797939959437 0.0047308973394610838 33.448219063905064 0.0010938644477050934 0.0021292101564540644
leaf_count=257 157 239 31 8 43 7 14 51 48 19 24 11 185 160 597 126 39 2 104 11 86 22 40 76 110 18 10 1470 60 9
internal_value=2.68462e-07 -0.000781307 -0.0132442 -0.0544788 -0.000951673 -0.0126101 -0.0370509 1.70415e-05 -1.49849e-05 1.09895e-05 0.0263908 6.1263e-06 0.055939 -0.00479127 0.013982 -0.0010239 2.35634e-06 -4.84799e-05 -4.11541e-05 -3.29226e-05 0.000384535 0.00118713 0.000251964 -0.000261915 0.00203938 -2.99283e-05 -6.02341e-05 -6.21988e-05 -0.034503 0.061799
internal_weight=42.1368 0.885282 0.0263557 0.00605259 0.0203031 0.0136054 0.00449724 41.2515 40.674 39.6531 0.00730889 39.6458 0.00375276 0.00355613 0.0023893 1.02087 39.6417 34.9877 34.9816 34.9787 4.65396 2.07623 1.52866 2.57773 0.00270441 34.9775 33.4579 33.4562 0.00795397 0.00322307
internal_count=4034 709 470 375 95 64 57 3325 3274 3100 1123 1977 209 914 757 174 1958 1695 1684 1682 263 101 62 162 367 1578 1560 1549 79 69
is_linear=0
shrinkage=0.1


Tree=820
num_leaves=31
num_cat=0
split_feature=15 16 19 5 7 2 4 12 4 7 4 2 12 15 6 5 13 5 7 19 7 6 19 2 15 2 6 5 6 2
split_gain=6.5841e-05 0.000116197 0.000102756 6.08778e-05 0.000971714 0.00115654 0.00138713 0.00109094 0.00207472 0.000888581 0.00109288 0.000453741 0.00018983 0.000154932 8.16417e-05 0.00017957 0.00052876 0.000214525 0.000332973 8.66696e-05 0.000285551 0.000285123 0.000117328 0.000241073 0.000176945 0.000170479 0.000100023 0.000139966 0.000122407 0.000117007
threshold=46.683480308100009 22.584947186600004 14.651182102100002 24.279163357700003 23.356162058950002 90.745765132650021 331.55739242175008 251.89085751685002 292.37128869975004 22.545611589100002 261.79372527565005 100.60547560250002 49.885988093600005 45.169600924000008 16.705390318750002 23.042623356550003 117.64961624655002 23.455765688150006 23.729953793150003 14.551174033150001 23.626037400350004 16.555386813950005 14.451165964200003 116.68694986600001 38.483556206400003 148.06652356835002 16.465384711100004 22.649179082500002 16.515385879350003 154.31016903475003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 12 5 -5 7 8 9 10 11 -7 -1 14 15 19 17 -17 -19 22 21 -21 26 -24 25 -25 27 -14 -28 -30
right_child=1 -3 -4 4 -6 6 -8 -9 -10 -11 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 23 24 -26 -27 28 -29 29 -31
leaf_value=0.042498214204528345 -1.6677160075727565e-05 -0.0018590571259160624 0.0013989736212443443 -0.053431392717989856 0.00028000545290952233 0.093409591983986406 -0.060651952905467266 0.09573001590593555 -0.10005684650174669 0.066509799428293701 -0.075968054892289971 0.0093292947369070858 4.0297265921102152e-05 -0.0012295068584729186 -0.00093431867542580693 0.0016672805398683236 0.0036863494041508775 -0.0026202329697224656 0.00099391902919856025 -0.0032015023368675297 0.0014185521127706229 -0.00034672048809891324 0.0026037963546634876 -0.00041326861115301074 -0.0013723048188445316 0.0021658561731908578 -0.0011499351849434444 0.0017098147963255442 0.0001879003694248346 -0.00086442084230538589
leaf_weight=0.0010506169091816222 1.0030739480220818 0.51967214006823925 0.53660991962806193 0.0017217376033223193 0.50662710728383709 0.0010012354629971333 0.0014382001211391713 0.0030206504600869257 0.0011365695911003124 0.0060752884718056066 0.0011605181671192621 0.0017880107033951265 24.36397789756446 1.0140324508338867 0.87119854581643963 0.52069336253945486 0.526638424838893 0.51389926561924981 0.50582612776815949 0.52567046772310222 0.51155398799528473 1.0460224775597451 0.5282890490998392 0.50654142408166059 0.52047249373572402 0.51875327651202952 1.5225856150994728 0.51272752587331538 3.5330800829556201 1.5074280493136027
leaf_count=9 24 112 67 55 36 24 71 7 23 11 35 320 2644 38 93 38 19 33 10 59 20 9 48 6 42 34 43 35 50 19
internal_value=1.3498e-07 -0.000645432 2.43411e-05 5.93428e-06 0.00107676 0.0243528 0.0329264 0.042416 0.0279877 0.0425045 0.00558098 0.039511 -8.25215e-06 -9.38132e-06 2.27255e-05 4.48626e-05 0.00095098 1.58115e-05 -0.000827464 -7.75395e-06 -0.000633601 -0.00130153 3.11492e-05 0.000759631 0.00012936 0.000891653 -1.69082e-05 7.47073e-05 -0.000364167 -0.00012681
internal_weight=42.1338 1.52275 40.611 40.0744 0.523969 0.0173422 0.0156205 0.0141823 0.0111616 0.0100251 0.00394976 0.00278925 39.5504 39.5494 38.5354 37.6642 2.06706 1.54042 1.01973 35.5971 2.08325 1.57169 33.5139 2.07406 1.54577 1.02529 31.4398 24.8767 6.56309 5.04051
internal_count=4034 136 3898 3831 582 546 491 420 413 390 379 344 3249 3240 3202 3109 100 81 43 3009 88 68 2921 130 82 40 2791 2679 112 69
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=8 19 15 9 9 8 5 15 12 16 16 15 7 17 7 7 16 15 15 16 19 9 9 6 9 13 15 10 5 18
split_gain=6.16765e-05 5.92974e-05 0.000148159 0.00037895 0.000391565 0.000212154 0.000326887 0.000618741 0.000144058 0.000202147 0.00096388 8.43135e-05 4.95971e-05 0.00019319 0.000205919 0.000186595 0.000120724 0.0003443 0.0131698 0.000205409 0.000102336 0.000229089 0.000171564 0.000254453 0.000166992 9.39075e-05 0.000107305 6.62146e-05 0.000294832 9.91989e-05
threshold=8.8430989333000021 14.451165964200003 46.683480308100009 201.32298960505003 199.38481636575003 8.543332867800002 21.454033346250004 43.890399822900008 63.174563425750001 12.604970524100002 9.719977270450002 16.914647018700006 23.296055099200004 191.37184185705004 22.835261448650005 23.397000037200005 22.604947139800004 40.042228346200012 36.548474543700003 22.624947093000003 14.351157895250003 185.44496129890004 185.90443620030001 16.465384711100004 197.90890142995002 117.69263157665002 45.169600924000008 62.111448187750007 22.127107789600004 13.531614672700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 -3 -8 -1 10 -10 -11 13 16 -15 -14 17 18 -13 -18 22 -22 -21 -24 -23 26 27 -17 29 -29
right_child=-2 2 -4 -5 -6 -7 7 -9 9 11 -12 12 15 14 -16 25 19 -19 -20 20 21 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.022896091754297035 -0.0010597360161259982 0.00017616794338804376 -0.0013091489507503968 0.0029793897720478964 -0.0024354422921428354 -0.00072258093814201721 0.0046463403993777441 -0.00017362620350234228 0.034176190351288431 0.027663753290937166 -0.1000063837681692 -0.00017017658932683041 0.0011094105777967847 -8.1468490908782171e-05 -0.002921054122474823 -0.00037257483128818968 -0.0016191838585543046 -0.00010424150028337252 0.08729191211908631 0.00040864434917568441 -0.00069530912456887818 0.0027696715001774923 0.00015396163648882162 -0.0030004954717444744 0.00021373890118309673 0.001317765486862389 -0.0014937154417816686 -0.0013967653104095029 0.0024098915652724516 2.5321209825650043e-05
leaf_weight=0.0027558699273261258 0.54193996526215826 2.0355346118940365 0.51256503745243431 0.54049583564949433 0.50904591996070259 1.0543176551881286 0.55586362595204242 0.51131804753094912 0.0011065641296396354 0.0010993031984359849 0.0010370553000049469 0.51492237616766834 1.5252691116242214 0.50010816388278323 0.52187686007138312 4.5183093844543825 1.0189586206583081 2.0168144302303403 0.017811771693232004 1.0068664081736645 0.86241183118545484 0.52172325439557432 0.50920727964600565 0.51367807605301419 0.50117248835431383 0.5077014306007176 0.50857422308088374 0.5033227507956316 0.51625271906497161 19.280695936476143
leaf_count=12 201 76 55 95 26 24 69 23 495 110 433 649 31 35 59 56 29 35 22 14 17 37 13 35 6 11 48 4 31 1283
internal_value=1.83895e-07 1.39949e-05 0.000313035 0.000472732 0.000182373 0.000502935 0.000919372 0.00233695 -3.3682e-05 -3.19254e-05 -0.0307396 -3.00902e-05 -3.0939e-05 -0.000241849 -0.0015315 3.46273e-05 -6.57283e-05 0.000493013 0.00275409 -0.000354446 -2.5277e-05 0.000505212 -0.000518014 -0.00143016 0.00151738 -2.8827e-05 -5.58205e-05 -2.63556e-05 5.07037e-05 -1.08579e-05
internal_weight=42.1328 41.5908 5.71914 5.20658 4.66608 4.15703 3.10272 1.06718 35.8717 35.8689 0.00214362 35.8668 35.8657 8.50555 1.02199 27.3601 7.48357 2.54955 0.532734 4.93402 3.91506 1.88531 2.02975 1.02289 1.0229 25.8349 25.3272 24.8186 20.3003 19.784
internal_count=4034 3833 368 313 218 192 168 92 3465 3453 928 2525 2415 951 94 1464 857 706 671 151 122 60 62 48 43 1433 1422 1374 1318 1287
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=19 15 9 6 10 17 5 3 14 5 12 15 14 0 18 6 18 18 13 13 4 6 7 18 7 7 3 13 5 5
split_gain=6.08552e-05 8.87142e-05 0.000270427 8.53235e-05 8.09595e-05 0.000537889 0.000148034 0.000189958 0.000105068 7.97861e-05 0.000504809 0.000160433 0.000109092 0.00610047 0.0026784 0.00104879 0.00294784 0.000512009 0.000862045 0.000618145 0.000529495 0.000422713 4.99561e-05 9.53436e-05 0.00472562 0.0027512 0.00340235 0.00583652 0.000879334 9.68751e-05
threshold=14.651182102100002 45.169600924000008 195.41812862360004 16.415383542800004 61.93938686740001 190.4716172434 21.991679690250006 93.819123378250012 192.04981134545002 23.455765688150006 235.23594993900002 42.713473568600008 284.63379681220005 86.20003303655001 13.327513832500001 14.935348962050002 14.586813620750002 15.534338342150003 109.55466881580001 100.63167628080002 325.47117591905004 13.65531905435 22.516377366000004 13.043896815850003 22.747724408400003 22.721067571950005 93.663192806700025 117.48293184245001 20.482113285800001 22.649179082500002
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -8 -9 11 -11 12 22 -14 -15 16 -16 18 -18 -19 21 -21 -6 -24 25 26 27 28 -25 -26
right_child=3 2 -4 -5 9 -7 7 8 -10 10 -12 -13 13 14 15 -17 17 19 -20 20 -22 -23 23 24 29 -27 -28 -29 -30 -31
leaf_value=0.0014901326436819896 -0.0001732655532477443 -5.941421348714235e-05 -0.0025882244881139066 0.00163935922562364 -0.00068692042481628408 0.0033882043860313411 -0.0020972174103265563 -0.00037172137647625755 0.0012967906625958835 -0.0032878214480017696 0.0005660860435336342 0.0017567777833448193 -0.1001834130683833 0.067614593167251449 -0.10020642261028219 -0.00034841538762650682 -0.10001893963253648 -0.030330002412982823 0.027692766643505874 0.015400562116419611 -0.010292316635116901 0.096741012481633415 0.00061377410042873194 -0.0043735566795299946 -1.4648750178536662e-05 -0.10028615334429453 -0.083648107312609091 0.1000347882186752 -0.072253791938490949 0.0013697183577252154
leaf_weight=0.51366153031441308 0.50655297806048227 2.0158281009910342 0.53514137118863869 0.5328672996251953 1.0209362684348686 0.53741549551472578 0.50839898933190864 1.4046743388926808 0.51606420735660674 0.5131771276893532 1.006465299675773 0.51504193394659736 0.006184109632182965 0.0057466170235649363 0.0040083688895449299 0.5131273029003296 0.0010696003515017413 0.0016829161115968494 0.0010448052316860412 0.0010117784594285695 0.0013207706910205452 0.0017336016183691072 2.5202446507246341 0.0032314490980763777 28.409026031859224 0.0063659001536962015 0.0063220816373359403 0.0043284229905111724 0.0046610675187537254 0.51464395677612529
leaf_count=44 14 79 131 63 264 60 11 157 284 147 35 47 15 7 63 92 151 563 25 40 66 15 30 41 1534 8 10 12 11 15
internal_value=3.26787e-07 -1.87875e-05 -0.000589907 0.000755991 1.90135e-05 0.000479038 -5.22359e-05 -0.000378383 7.65746e-05 -2.66488e-05 -0.000735363 5.46022e-06 -2.18511e-05 -0.00143562 -0.000285036 -0.00102826 -0.0304128 0.00516425 -0.0369119 0.0206391 0.0417344 0.0667639 1.51302e-06 2.38477e-05 -2.75109e-05 -0.0435652 -0.0240926 0.00671635 -0.0444614 9.98354e-06
internal_weight=42.132 41.0926 2.55097 1.03942 38.5416 3.48021 2.9428 2.42914 1.92074 35.0614 1.51964 33.5417 33.0267 0.53693 0.530746 0.524999 0.0118718 0.00786347 0.00211441 0.00574907 0.00406615 0.00274538 32.4898 31.4688 28.9486 0.0249089 0.018543 0.0122209 0.00789252 28.9237
internal_count=4034 3957 210 77 3747 556 496 452 441 3191 182 3009 2962 1037 1022 1015 923 860 176 684 121 55 1925 1661 1631 82 74 64 52 1549
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=8 19 15 17 7 4 19 12 19 9 9 9 3 0 15 13 6 18 16 6 5 3 10 15 17 18 17 14 16 19
split_gain=6.07311e-05 5.52494e-05 7.46634e-05 0.000256739 0.000134232 6.74549e-05 5.82311e-05 0.000233731 0.00017438 0.000213761 0.000158226 0.000402303 8.65043e-05 0.000237057 0.000194916 0.000252608 7.97823e-05 0.000149102 0.000210127 9.71507e-05 0.000142509 0.000342761 0.000110662 5.83564e-05 6.11994e-05 6.01313e-05 7.05914e-05 5.66741e-05 0.000259853 0.000568947
threshold=8.8430989333000021 14.651182102100002 45.169600924000008 192.41413881610001 23.203497038450006 264.30477453730003 14.451165964200003 179.90801194620005 14.551174033150001 199.17419511990002 180.51130933560003 197.90890142995002 93.499196860750018 85.877418060900013 41.195083317300011 117.56896250265002 16.465384711100004 13.065205089100003 22.544947280100004 16.285380505300001 21.454033346250004 93.458869988800004 62.111448187750007 43.890399822900008 187.51563899930002 12.933745112000002 183.49170501290004 256.58292080065002 19.199955102150003 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 6 4 -4 -3 12 8 10 -10 -8 -12 14 23 16 -16 19 -18 -19 22 21 -21 -1 24 25 26 -14 28 -24 -30
right_child=-2 5 3 -5 -6 -7 7 -9 9 -11 11 -13 13 -15 15 -17 17 18 -20 20 -22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015166352416612506 -0.0010519958320479837 -7.4283852435456322e-05 -0.0014124311973674997 -0.0024898889878713815 0.00046047773733363663 0.0015448270370470947 -0.00019792061033044244 0.002296982836824201 -0.002250505655164515 0.00017673660817532416 0.0034891634887056575 -0.00044384279474045553 -0.00030123632227115223 -0.0024414097810924944 6.1740254139910005e-05 0.00209162970094354 0.00034563821412262572 -0.00016143440872059406 -0.0020161781404953445 0.0032837007369834943 0.00013754945056166504 -0.0003717781999909857 3.7736112726794756e-05 -0.0011396154061194656 0.0010185417195384926 -0.0011530421305074826 0.0010813810813016537 0.00031532735164023956 -0.0038809919948048898 9.7646949550405989e-05
leaf_weight=0.50454690868336882 0.54156597898642544 0.51329183009772694 0.51285877689161941 0.52887479110236713 1.5074406216526766 0.51596432444057427 1.0011198604479425 0.55348778130928611 0.56864635676993236 1.00244994321838 0.53104684250138212 0.50970305054215714 1.3649592020386032 0.52075965253985135 1.5172037524396693 1.0287462477426741 1.5047328651417036 1.5118235618937208 1.0249208406821706 0.52616063469031249 3.0153664920271694 0.50051703886128962 13.173640396969509 0.50702409778358504 0.50921495524509097 0.50899615660009478 0.50622711130358 4.0517499174852167 0.55956863579558458 1.0048556151405135
leaf_count=16 201 23 67 111 13 23 12 110 60 8 44 10 458 24 49 25 8 18 37 106 28 3 995 13 36 134 11 1265 101 25
internal_value=1.35921e-07 1.38377e-05 -4.52442e-06 -0.000528436 -1.49655e-05 0.000737374 3.06145e-05 0.000383376 9.02214e-05 -0.000701785 0.000699623 0.00156299 -1.2817e-05 -0.000454712 4.50293e-05 0.000881961 -3.27995e-05 -0.000443004 -0.000910807 3.82411e-05 0.000484021 0.00150161 -5.51469e-05 -0.000150099 2.35384e-05 -0.000189332 7.28143e-05 -1.59028e-05 -0.000106964 -0.00132545
internal_weight=42.1275 41.5859 40.5566 2.54917 2.0203 1.02926 38.0075 4.16645 3.61297 1.5711 2.04187 1.04075 33.841 3.91718 29.9238 2.54595 27.3779 4.04148 2.53674 23.3364 4.04204 1.02668 19.2944 3.39642 2.8894 2.38018 1.87119 18.7898 14.7381 1.56442
internal_count=4034 3833 3787 191 80 46 3596 244 134 68 66 54 3352 676 2676 74 2602 63 55 2539 137 109 2402 652 639 603 469 2386 1121 126
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=16 0 3 2 15 15 5 7 7 2 19 16 8 16 19 0 5 7 9 0 9 9 15 7 17 15 9 7 12 17
split_gain=6.56069e-05 0.000279709 0.000136797 0.00355203 0.00190259 0.00302276 0.000441056 0.000700003 0.00266796 0.000671141 0.000615223 0.000793145 0.000562844 0.000301906 0.000145797 4.84709e-05 6.97364e-05 5.23782e-05 0.000371024 0.000332986 0.000197055 0.000254814 0.00016677 0.000166523 0.000114193 0.000205521 8.57275e-05 0.000161656 0.00186707 0.00170919
threshold=22.704946905950003 85.121961326250016 93.910530954700008 145.31340866805002 36.124429763000009 35.215351613950006 13.154029769200003 22.181995028450004 22.105125139000005 53.810443956900009 11.950964240300001 18.094957686100003 7.1444245619500011 22.239947993350004 11.550931964450003 102.21786657775002 13.361597395450001 23.109894804950002 195.30595290385003 85.812895065800021 193.42660545270004 190.73543849905005 15.313838422500002 23.150522195450005 187.77231677760003 41.29990759910001 195.10791980860003 23.445318439400001 69.826413229550027 179.91109285790003
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 10 8 9 -8 14 12 -12 -4 -1 17 -17 18 20 -20 21 24 -19 -24 -9 -26 -25 -28 -29 -30
right_child=1 -3 3 -5 -6 -7 7 15 -10 -11 11 -13 -14 -15 -16 16 -18 22 19 -21 -22 -23 23 26 25 -27 27 28 29 -31
leaf_value=0.042364825891278275 -0.00046176795041258227 0.00236861780187138 -0.03294490509702188 -0.00032667346427241758 -0.085726026262002208 0.080412455951369727 0.020375472079787172 -0.00028122072877386856 0.092108884535899729 -0.075045004640300172 0.012914250904913348 0.064343778185889586 -0.069901119491098326 -0.10009110494023404 0.094811547004642588 0.00013780373818273313 -0.0015278203021204533 0.040330642003827008 -0.00014204683001521254 -0.0037131876295294938 0.0013263718307550999 -0.0022705401022855109 0.0018284737137988514 -0.00035288869260369519 0.0023531213301966353 -0.0004703741628627198 0.00063950423171509725 0.073807195806982737 -0.058510078503241428 -1.1401234976481945e-05
leaf_weight=0.0010074867112679405 0.88189454020795099 0.57798220277436485 0.0010726710421997687 0.5046976423351287 0.0075733249867191432 0.0022355081455316395 0.0012515841226648687 2.5150437926471598 0.0035087630538165049 0.0017931818915890105 0.0019635807245584102 0.0015699382226443959 0.0014099406363907718 0.0017821196233853698 0.0011184822129920065 0.50095501642689655 0.50451935179456586 0.0010280681775957081 0.50755652435691423 0.53772788134678251 1.0275802390606257 0.52900686861465818 0.52045679022557934 5.0559411957258034 0.52558184103910777 0.50599009995428901 4.5513066278163015 0.0034256555663912938 0.0049956551145083896 22.84505483790057
leaf_count=625 107 51 402 294 33 4 7 55 11 107 258 33 81 5 126 14 108 36 13 65 35 47 21 288 70 18 63 2 46 1009
internal_value=1.59281e-07 0.000658815 -2.34852e-05 -0.00163919 -0.0539484 -0.00666968 -2.66565e-06 -7.06404e-06 0.0326726 -0.0358214 0.024973 0.00562713 -0.0216979 -0.0748613 0.0699573 -1.24e-05 -0.000697961 5.21563e-06 -0.000262746 -0.00197916 8.88252e-05 -0.000223195 5.51685e-05 5.39131e-05 8.21828e-05 0.000968186 2.54608e-05 9.52629e-05 -1.31236e-05 -2.41907e-05
internal_weight=42.127 1.45988 40.6672 0.517361 0.0126636 0.0050903 40.1498 40.1427 0.00655353 0.00304477 0.00706943 0.00494346 0.00337352 0.00285479 0.00212597 40.1362 1.00547 39.1307 6.14849 1.04528 5.1032 4.07562 32.9822 32.9812 3.54662 1.03157 32.4607 27.4048 22.8535 22.8501
internal_count=4034 158 3876 738 444 411 3138 2015 125 114 1123 372 339 407 751 1890 122 1768 303 78 225 190 1465 1429 143 88 1408 1120 1057 1055
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=2 16 8 3 6 14 13 19 9 15 6 7 5 2 10 16 18 18 7 3 18 5 7 12 4 7 17 2 12 4
split_gain=5.72042e-05 5.90613e-05 0.000286182 0.000110718 8.59922e-05 6.78803e-05 5.44255e-05 0.00020913 0.000418689 0.000164884 0.000242016 0.000114241 0.000299007 0.000108767 9.91262e-05 6.4862e-05 5.99363e-05 0.000255208 0.000157301 9.41884e-05 0.00010991 0.000323938 6.35804e-05 0.00445764 0.00042382 9.11774e-05 0.000218738 0.000405836 8.03874e-05 0.000106938
threshold=32.468269602050007 22.704946905950003 8.543332867800002 93.846007959550022 16.575387281250006 143.06733454090002 117.55283175385001 14.451165964200003 196.64273721640004 42.246988155050012 16.495385412050002 23.109894804950002 21.500664456800006 199.66651340635002 61.987779113750001 22.664946999500003 13.303774303900001 13.154691941050002 22.938075114600004 93.181958801350021 13.376114027300002 22.127107789600004 23.699538637550003 81.514192512750014 224.04800382715004 23.974509389900003 195.53954078470002 174.09315058345001 86.968866757150025 169.14490639835003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 -2 9 11 -9 15 -11 12 -8 -13 -15 16 17 -7 -18 20 -20 22 24 -24 -22 26 27 -25 -27 -30
right_child=1 2 -4 4 -6 6 7 8 -10 10 -12 13 -14 14 -16 -17 18 -19 19 -21 21 -23 23 25 -26 28 -28 -29 29 -31
leaf_value=-0.018239864136169886 0.011161059843412221 0.0017480085709635929 -0.0011235116848757893 -0.0019523822691951062 -0.00011821967820134956 8.7268049449853341e-07 0.00021311666624358462 0.0034814964124261927 0.00025006116703391962 -0.0028029442311701862 0.00025219175728542623 0.00054221539657919339 -0.0027069646299134661 -0.00085509254570901672 0.00021678306525583244 -0.0011426234266612137 -0.0017896079599352681 0.0024327130133791068 -0.0010104718555816068 -0.0013606131556838596 0.0029245197128137347 0.0025268073541326163 -0.10032360337639763 -0.0037108100366415419 -0.00020492893558579601 0.00090942777847584648 0.00016131663482893735 0.00028983055169849779 -0.0014212690819740391 3.8607977527013482e-05
leaf_weight=0.0017193344356120068 0.0054533031434321746 0.88843011900098534 0.56958086152280885 0.51890269555991075 0.50377416694011568 2.5164547667750017 1.0123249632088098 0.54377569264033754 1.5266575090461172 0.52901995778460775 0.50853735749478801 3.5316074147121981 0.5365065660508036 1.5112550451158315 2.0106844443798764 0.50686566013609891 0.51076513430660497 0.52086446277429832 1.0035527784493847 0.50984669845274666 0.55143327034081968 0.51966574059942416 0.0044333542079532098 0.51336108413129677 2.0108657941865316 1.0131647131303019 1.5202737317302135 0.50105268664027824 0.51888775900170259 15.204765004505369
leaf_count=15 15 47 103 389 386 61 31 35 47 87 13 28 43 21 30 19 234 61 9 12 138 33 36 37 90 26 42 12 65 1869
internal_value=1.39201e-07 8.83707e-07 0.000626232 -2.15378e-05 -0.00104887 4.96503e-06 3.43014e-06 0.000196468 0.00109876 -6.77018e-05 -0.00130553 -2.06977e-05 -0.000798383 0.000150068 -0.000243156 -2.17121e-05 -9.91302e-07 0.000417905 -5.31739e-05 -1.60201e-05 1.33246e-05 5.92786e-05 5.60915e-07 -6.16491e-05 0.000468561 -3.85841e-05 -0.000597517 -0.00173476 4.60629e-05 -9.56864e-06
internal_weight=42.1245 42.1228 1.45801 40.6648 1.02268 39.6421 39.6366 10.6728 2.07043 28.9638 1.03756 8.60238 1.54883 7.05355 3.52194 27.9263 27.4194 3.03732 24.3821 23.8713 23.3615 22.3579 21.8382 19.2759 2.5623 19.2715 2.53469 1.01441 16.7368 15.7237
internal_count=4034 4019 150 3869 775 3094 3079 235 82 2844 100 153 74 79 51 2744 2725 122 2603 2369 2357 2348 2315 2087 228 2051 91 49 1960 1934
is_linear=0
shrinkage=0.1


Tree=826
num_leaves=31
num_cat=0
split_feature=8 16 12 15 18 12 2 4 5 8 5 5 16 5 4 16 17 9 0 9 10 5 5 9 17 5 7 7 3 5
split_gain=6.01708e-05 5.22829e-05 0.000144779 6.52508e-05 0.000335258 6.65699e-05 0.000357637 0.000256271 0.000162068 0.000241292 0.000136236 0.000410506 0.000129658 0.000370771 0.000109665 8.15941e-05 0.000158294 9.54486e-05 0.00295445 0.00476615 0.00126521 0.00184709 0.00215454 0.000103718 0.000316651 0.00317397 0.00503265 0.00381672 0.00555762 0.00588808
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 45.169600924000008 13.3584252364 215.72812435340003 185.72519583365002 284.07887079910006 23.389417063900002 8.543332867800002 23.545618314050007 22.862610686750006 22.674946976100003 20.911722254300006 288.78964636655002 22.634947069650003 188.19076296340003 187.11236276785004 86.565663342300013 185.90443620030001 61.966271448700006 20.971847224900007 21.633008747850003 197.02865361825005 192.61429575720004 21.566902724800006 24.876210878000006 23.9417051038 92.913112988300014 20.204934414350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 14 -10 11 12 15 -14 -9 17 -17 18 19 20 -4 -22 -23 24 -19 26 27 28 29 -26
right_child=-2 -3 3 4 -6 7 -8 8 9 -11 -12 -13 13 -15 -16 16 -18 23 -20 -21 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.022895433472414958 -0.0010473263217497069 0.00096689320053475073 -0.10013839302787719 3.9147397693591427e-05 -0.002724279806187909 0.0024976541585078472 -0.0026355509145477409 -0.0017346175355268192 0.0026468685344708332 -8.8049359514650828e-06 -0.0012050389996786487 0.0028114842020007572 0.00083560739713831207 -0.0029655618522302055 -4.1986124151919181e-05 -5.390593501314067e-05 0.0015536803233322418 -0.00014745629572133335 9.4677510465718227e-05 0.09583501570332853 0.10001760127318989 -0.10007022533517268 0.076615627844682885 7.3305702549420702e-05 -0.030643768848793197 -0.00018148510160892662 0.058732081732898817 -0.096104814756239498 -0.1002941332134703 0.06535173870026173
leaf_weight=0.0027615875471899134 0.54139331868525076 0.56763813657016626 0.0015262195100565132 2.5157211237664856 0.53182757279337156 0.51800030502818595 0.51026445231696627 0.50990140085640678 0.51988951090061908 1.000635229553154 0.8670891378681479 0.53526197270553666 0.50744427938479819 0.51912228654691717 1.5353212529908704 1.5086651985311612 1.0311674095719352 4.5387029453577492 0.5122337238380279 0.008206051068555098 0.0014090774202486496 0.0019802985377737059 0.0010593621419364512 22.771289206830794 0.024344588152857116 0.5097136634879007 0.0063132641489449517 0.0087236349222621357 0.0076006940216757348 0.0086634085128025617
leaf_count=12 201 49 4 80 114 14 145 31 118 7 383 52 13 29 890 24 32 204 468 26 4 13 62 857 49 14 39 36 5 59
internal_value=1.09595e-07 1.37469e-05 5.55569e-07 2.09729e-06 -0.000443098 3.78347e-05 -8.13826e-06 0.000419249 0.000117317 0.000899208 3.20372e-05 6.50385e-05 1.90531e-05 -0.0010866 -0.000463982 5.57359e-05 0.000598771 7.17489e-06 0.00134118 0.0463663 -0.0215744 0.00537845 -0.0384929 -1.80173e-05 -0.000425446 -0.00265715 -0.0253342 -0.0360926 -0.0232006 -0.00544841
internal_weight=42.1239 41.5825 41.0148 41.0121 3.04755 37.9645 33.8808 4.08375 3.56575 1.52052 33.3705 32.5034 31.9682 1.02657 2.04522 30.9416 2.53983 28.4018 0.526415 0.014181 0.00597496 0.00444874 0.00303966 27.8754 5.10406 0.565359 0.0556456 0.0493323 0.0406087 0.033008
internal_count=4034 3833 3784 3772 194 3578 2518 1060 1046 125 2373 1990 1938 42 921 1896 56 1840 577 109 83 79 75 1263 406 202 188 149 113 108
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=19 15 9 10 17 15 15 2 2 7 7 7 16 9 5 19 15 6 4 4 2 9 19 6 3 10 5 5 17 2
split_gain=5.51411e-05 7.05639e-05 0.000244772 8.74129e-05 0.000498009 0.000125451 8.62965e-05 6.95185e-05 6.57477e-05 0.000470065 0.00204951 0.000777526 0.000515113 0.000408759 0.000673028 0.000469806 0.0001811 0.000169717 6.65475e-05 0.00014604 9.72141e-05 0.000414131 7.47768e-05 7.98827e-05 7.31947e-05 0.000447196 0.000144267 0.000159661 0.000227648 0.000324913
threshold=14.651182102100002 45.169600924000008 195.41812862360004 61.93938686740001 190.4716172434 39.15620581320001 43.890399822900008 173.34516805710004 176.09844955530005 22.105125139000005 22.181995028450004 21.946499523750003 18.964955651700002 179.18874144770004 13.154029769200003 11.950964240300001 41.800301886400014 16.445384243750002 256.08338064055005 254.30081718620002 171.03679643640001 205.67007911670001 14.551174033150001 16.575387281250006 81.715684874950014 78.10777406390001 16.569990495050003 16.903404623850005 182.63036160245002 56.478612905150008
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 9 11 -11 12 -5 -12 15 -15 18 -10 19 22 21 -20 24 -24 25 -16 -26 28 -28 -30
right_child=7 2 -4 6 -6 -7 -8 -9 17 10 13 -13 -14 14 16 -17 -18 -19 20 -21 -22 -23 23 -25 26 -27 27 -29 29 -31
leaf_value=0.0013963736420781116 -0.00010051914126497245 -2.2706417383211298e-05 -0.0024280473758600363 -0.058785990008956561 0.0032938993749792576 -0.00031897278353870071 -0.00093816038465164339 0.0015354680831214252 -0.00013289517779143317 0.085990094125784899 -0.046219351274441073 -0.087828556379277459 0.029348709424893094 0.081477862707781956 -0.0030819779967865132 0.0088619850162783408 0.001884159308491245 -0.0020569892007171893 0.0033038392367331828 -0.0017304209730153758 2.3569903765331745e-06 -0.0001669913285181036 -0.0017317942449004157 3.7790933232546724e-05 0.0010251289186840923 6.9885722358387556e-05 5.6643474014868691e-05 0.0001304195611559063 -6.1060099327012071e-05 -0.0036352933678010131
leaf_weight=0.51727987197109149 0.51819069611926127 2.0161504960099221 0.53541764161014338 0.0010177576808548796 0.53706550686844368 2.425547954555725 1.0201079708162399 0.52078020744738751 3.542492800988974 0.0027748083287900674 0.0019097500009114246 0.0016147870225324823 0.0019032632735616062 0.0017014068340878144 0.52920967001957064 0.0018704061138254957 0.52386582898043244 0.52657157615103045 0.52082877944835004 0.5078310888662817 2.513847850815182 1.011239296259191 0.51523506738612812 0.50526051700217067 1.5308189291208716 3.0134651458615922 1.5044569591991632 16.25312330777021 0.49979574978351571 0.51785302079315443
leaf_count=451 41 79 131 262 60 45 38 36 1094 13 302 15 16 152 93 51 32 69 21 9 40 38 42 9 39 168 7 638 2 41
internal_value=4.4019e-08 -1.81523e-05 -0.00052744 1.55754e-05 0.000493599 -1.74553e-05 -3.18862e-05 0.000719513 -4.718e-06 4.65088e-05 5.1383e-05 -0.0321433 -0.00135965 4.34215e-05 4.63714e-05 0.043452 4.11943e-05 -0.000381889 8.38097e-06 -5.16687e-05 0.000385028 0.00101292 -1.73884e-05 -0.00085565 1.84811e-05 -0.000400944 9.16557e-05 1.55459e-05 -0.000724731 -0.00187989
internal_weight=42.1192 41.0803 2.55157 38.5287 3.47989 2.94283 35.0488 1.03897 34.0287 29.9596 29.9551 0.00453581 0.00292102 29.9523 29.9504 0.00357181 29.9468 4.06906 29.423 25.377 4.04592 1.53207 24.8692 1.0205 23.8487 3.54267 20.306 18.7752 2.52211 1.01765
internal_count=4034 3957 210 3747 556 496 3191 77 3153 1990 1697 293 278 1684 1382 203 1179 1163 1147 1048 99 59 1039 51 988 261 727 688 50 43
is_linear=0
shrinkage=0.1


Tree=828
num_leaves=31
num_cat=0
split_feature=8 16 8 3 0 7 9 18 5 9 15 7 5 13 19 17 12 4 5 5 2 15 13 5 16 15 17 19 15 15
split_gain=6.31688e-05 5.46315e-05 0.000277309 0.000106119 6.22966e-05 6.7551e-05 0.000253313 0.000312544 0.000306196 0.000434944 0.00021017 0.000151044 0.000282585 0.00070014 0.000901548 0.00188583 0.000103223 0.000243968 0.000127687 9.5051e-05 0.000188287 0.000156804 0.000103577 0.000103678 0.000101106 8.12963e-05 6.86118e-05 0.000227354 6.40234e-05 6.90673e-05
threshold=8.8430989333000021 22.704946905950003 8.543332867800002 93.910530954700008 85.764502819450016 23.109894804950002 195.30595290385003 13.131682570750003 22.629964856950004 193.42660545270004 45.560261772200008 23.150522195450005 13.154029769200003 96.961930932750008 12.350996516100002 239.21206428850002 150.73104262400003 171.27730165960003 22.213482503200002 21.955793948900006 173.34516805710004 38.483556206400003 117.46680109370001 23.195398057700004 22.664946999500003 45.169600924000008 190.94474013770002 14.651182102100002 37.870720399650004 37.491361913600009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 9 16 -10 -7 13 -13 -15 -16 17 -6 -18 21 -21 24 -22 -24 28 -25 -27 -28 29 -14
right_child=-2 2 -4 -5 5 11 7 -9 10 -11 -12 12 19 14 15 -17 18 -19 -20 20 22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.0011047341471949286 -0.0010733398710954399 0.0017156744513178877 -0.0011277309112758774 -0.0014336548116398499 0.00021291229167511277 0.0017409189873306926 2.6840482177106372e-05 -0.0034535943724885963 -0.0029272981221177405 0.0031084066288348837 -6.6684641598409655e-05 -0.044971716250886556 -1.3540214886247082e-05 0.096376014960548317 -0.1000135722514322 0.088345591877589516 0.0019136055372926813 -0.0022845847529069981 -0.00033308724583460867 0.0013278381215676511 0.0014240499589703113 -0.0018079034894569537 -0.00096706608296617163 0.00061247028661347953 -0.0014308397120847752 0.00030449019520739211 -0.0023178657874591627 0.0006582612393498167 0.000773410149251349 -0.0011921390936154412
leaf_weight=0.51385205687893787 0.54118372603993137 0.88825865714352292 0.558750687760039 0.5152015260816033 1.5120400438518342 0.52028676922511508 0.508359498010577 0.52393312790779589 0.5247293839636844 0.51881752927147307 0.5030634213354972 0.0011493504173280293 23.298876690085535 0.0017789459222399273 0.0010012455708687494 0.0011330178369917121 0.51137160457575326 0.52761486325206419 0.50060018774304282 1.5269349932204939 0.51627146190992501 0.50840296275810715 1.0141163179359862 2.0214005222369451 0.50790783767297298 1.0041628092294561 0.52326975341566118 0.50383595505263656 1.012040372489891 0.50805267779014585
leaf_count=38 201 47 37 696 65 28 14 34 51 23 15 854 1210 18 113 18 152 113 10 21 68 47 35 23 12 5 44 5 26 11
internal_value=8.26687e-08 1.40547e-05 0.000617717 -7.71205e-06 1.08326e-05 -3.54299e-06 -0.000324006 -0.00173963 -6.20217e-06 0.000431618 -0.00152714 5.03663e-05 2.36724e-05 0.0236478 0.0438021 -1.92173e-05 -2.34724e-05 -0.000433136 0.000802216 2.00422e-05 0.000343825 -6.90644e-05 7.4703e-05 -6.27864e-05 -3.41595e-05 0.000163495 -0.000283299 -0.000857958 -5.57714e-06 -3.86921e-05
internal_weight=42.1184 41.5772 1.44701 40.1302 39.615 39.1012 5.63053 1.03229 4.59824 3.57044 1.02779 33.4706 32.9503 0.00506256 0.00391321 0.00213426 3.05163 2.03965 1.01197 32.9453 7.10999 25.8353 5.58306 5.06679 25.3269 4.05267 2.03127 1.02711 24.819 23.8069
internal_count=4034 3833 84 3749 3053 3015 477 48 429 363 66 2538 2510 1003 149 131 340 178 162 1507 201 1306 180 112 1259 77 54 49 1247 1221
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=5 15 17 14 8 19 9 9 5 0 9 3 5 7 15 17 16 6 13 7 16 10 10 5 17 9 19 12 8 9
split_gain=5.53946e-05 0.000100676 0.00013154 0.000126174 8.47896e-05 8.87563e-05 0.000388384 0.000347793 0.000205715 0.000526263 0.000134398 0.000244578 8.66744e-05 8.35618e-05 0.000247924 0.000176681 0.000172933 0.000346637 0.00016015 0.000132384 8.71763e-05 0.000107788 7.31284e-05 0.000114027 0.000419509 0.000246905 5.30133e-05 5.40234e-05 0.000155486 7.5629e-05
threshold=25.568932055400001 46.683480308100009 187.51563899930002 121.25703220415001 8.8430989333000021 14.451165964200003 201.32298960505003 199.38481636575003 20.872540794500004 85.995710218650018 192.39832633775004 93.663192806700025 20.305669781650003 23.271765593750004 43.890399822900008 190.94474013770002 22.604947139800004 16.375382608200002 117.67650082785001 22.835261448650005 22.624947093000003 61.987779113750001 61.987779113750001 21.991679690250006 195.16372169425003 204.12988221610001 14.351157895250003 82.696898122450008 8.543332867800002 201.61239113610003
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 7 8 12 10 11 -10 -7 14 15 16 17 -5 22 -17 -18 -22 -15 26 -25 -26 27 28 -24 -29
right_child=-2 2 -4 4 -6 6 -8 -9 9 -11 -12 -13 -14 18 -16 19 20 -19 -20 -21 21 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=0.035494965122015387 0.0010253613556630967 0.0001553077685801477 -0.0021236745475144447 -0.00012955699141007309 -0.0012425512909469262 0.00055418163721216449 0.0029518981909087702 -0.0023477860434150425 -0.00053118185432871545 0.0037021329976725812 -0.00056056171874242864 0.0025598801471264643 -0.001046341617613972 -0.00083128345283973331 -0.0024362691953967309 -0.00022308063270090213 -0.0010951706969868755 0.0030338258173446108 0.001284419430830867 -0.0025026593073674622 -0.00054497784336678492 0.00058626593300369989 -0.0019208861016776415 0.00171640153262351 -0.0024727887034467124 0.00064924469507336973 -0.0004674949694974547 0.00026624407606919072 0.0005549832234769906 -0.00013056557789477738
leaf_weight=0.0010021116887760631 0.52049273267631591 0.5007606490897476 0.51243581876137512 1.0132290471013479 0.53250616567424813 0.51017423005578333 0.53997224353611262 0.50916308163573099 0.5018730110605254 0.55147517802470236 1.0607203455682279 0.52245263618078752 1.0046209185384212 1.0086915868069173 0.51810919272440958 0.49963431993425922 1.0093309129733823 0.52633459245691172 1.0139822631899722 0.51978992480652986 1.8756472763689092 1.5288134548554806 0.51081745838965165 1.5312102135869254 0.50493658644145634 0.50831979151619056 2.5095697194146842 9.1162323574799391 0.50383461552155495 10.151950724611863
leaf_count=12 542 7 69 359 129 36 95 26 4 52 33 44 20 14 38 42 15 77 11 54 39 43 45 34 18 37 91 1083 8 957
internal_value=1.20081e-07 -1.27083e-05 -0.000997314 1.18725e-05 1.09964e-05 2.76632e-05 0.000413032 0.000118874 0.000421413 0.000954995 0.000228403 0.0010454 -0.000507295 -2.98424e-05 -0.000325771 -0.000168952 3.93479e-05 0.000951917 5.11813e-05 -0.00138541 -0.000278963 -3.69794e-05 3.71673e-06 3.69591e-05 0.000671887 -0.00090656 -3.39221e-05 1.97233e-05 -0.000691471 5.71744e-05
internal_weight=42.1181 41.5976 1.0132 40.5844 40.5834 40.0509 5.20045 4.66048 4.15132 2.63652 2.08505 1.02433 1.5148 34.8504 7.49089 6.97278 5.95336 1.53956 27.3595 1.01942 4.41379 3.40446 26.3456 25.3369 2.54447 1.01326 22.7924 20.2828 1.01465 19.2682
internal_count=4034 3492 76 3416 3404 3275 310 215 189 133 81 48 56 2965 667 629 533 436 2298 96 97 82 2287 2273 89 55 2184 2093 53 2040
is_linear=0
shrinkage=0.1


Tree=830
num_leaves=31
num_cat=0
split_feature=19 6 16 19 0 15 14 6 10 19 4 18 2 15 6 5 13 4 8 16 17 6 6 6 17 8 0 19 16 15
split_gain=7.25004e-05 7.88938e-05 6.77651e-05 8.29993e-05 0.000298424 0.000246303 8.80537e-05 7.81996e-05 6.88563e-05 0.000301038 0.000115277 0.00076992 0.00442826 6.87564e-05 0.000342411 0.000211996 0.000532132 0.000260982 0.000226716 0.000124211 0.000178119 7.64282e-05 0.000106716 7.26628e-05 0.000443665 0.00425153 0.00736819 0.00603391 0.00380473 0.000248755
threshold=14.651182102100002 16.415383542800004 22.764946765650006 14.551174033150001 86.83719761350001 35.098844929350008 128.57956104760004 16.585387514950003 61.923256118600001 14.251149826300002 142.34057910165004 12.885811969150001 80.683647763550013 44.190294328500009 16.435384010100005 22.649179082500002 117.56358558635002 260.10633980310007 8.543332867800002 22.604947139800004 188.95754880325003 16.455384477450004 16.555386813950005 14.745344522600002 196.31479727660005 8.3434888241000014 90.767723400200012 13.751109481500002 21.569949560100003 30.108785229950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -8 -10 12 -12 15 -15 21 17 18 -17 -16 -21 23 -23 -13 29 -26 28 -28 -27 -25
right_child=1 -3 -4 4 5 -7 7 -9 10 -11 11 13 -14 14 19 16 -18 -19 -20 20 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.026535818031401287 -6.8294846322119028e-05 0.0016744470635020427 0.0010628808690826609 -0.0026783718243902051 -0.0013173944579416153 0.0017925893302903437 -0.00035698729654417335 -0.00093677749044694604 0.018981115858154023 0.0025711359277371423 0.053602104012991571 -5.1323093800209763e-05 -0.097937644587235528 -0.0027909216334093098 0.00062304599435880907 0.0024760948620621507 0.0037489323191166588 -0.0017732468640820601 -0.00051847773358390742 0.00011410009112521891 -0.0021799423780959493 -0.0006067780223031915 0.00020543927943776511 0.0021563351321412694 0.00021559546530764461 0.096319377501724521 0.057842254179699439 -0.046087986510775614 0.025465806868168902 -0.00011173946634536132
leaf_weight=0.0012511558560380767 0.50686930180537959 0.5328297088835825 0.56911945298628452 0.53000663958095273 0.50612249214645977 0.51254235218402755 1.001517307165648 0.88323363080076589 0.0031951065975580608 0.54064863942494401 0.0034389496215105342 17.175142462741263 0.0043898434650341822 0.52206189845874496 1.5129803948195715 0.51323408827249151 0.53050446523047856 0.5101209290572174 0.49826909601688385 1.0060490113155305 0.5100558020703555 4.5361227577661785 2.5142868688853923 0.5294673751902631 0.5308125440407333 0.015842361866816645 0.0084434283301382251 0.016507649238974409 0.014529546214362199 5.578179138735095
leaf_count=12 14 63 95 81 20 20 98 431 7 43 13 2107 74 80 22 77 31 62 2 27 54 82 24 58 109 23 22 36 22 225
internal_value=1.47191e-07 0.000824834 -2.07259e-05 -3.59497e-05 -0.000753898 0.000247397 -7.41128e-06 -6.55933e-06 1.50187e-05 0.000669547 -1.26104e-05 -1.42717e-05 -0.0313709 -7.55024e-06 -0.000425631 3.74786e-05 0.00102173 7.0914e-05 0.00100096 -1.79743e-05 -0.000657674 -2.78468e-05 -0.000317129 5.76013e-05 0.000337083 0.00296511 0.0293461 -0.0109181 0.0624239 8.48782e-05
internal_weight=42.1178 1.0397 41.0781 40.509 1.54867 1.01866 38.9603 38.959 38.0758 1.54217 36.5336 36.5304 0.00782879 36.5226 3.55115 32.9715 2.05213 1.52162 1.0115 3.02909 1.5161 30.9193 7.05041 23.8689 6.69378 0.586136 0.055323 0.0249511 0.0303719 6.10765
internal_count=4034 77 3957 3862 121 40 3741 3729 3298 141 3157 3150 87 3063 183 2880 172 141 79 103 81 2708 106 2602 495 212 103 58 45 283
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=5 8 15 19 19 16 14 13 3 18 0 10 18 3 19 7 2 13 16 3 6 0 9 8 17 15 18 16 13 7
split_gain=7.47692e-05 0.000101184 8.89505e-05 0.000135847 9.15902e-05 6.27114e-05 0.000166211 0.000250119 8.75419e-05 0.000110899 0.000103544 8.57082e-05 0.000754766 0.000971638 0.000933496 0.000238306 0.000497397 0.000122073 0.00022689 6.3376e-05 0.000316177 0.000120523 0.00117544 0.00176651 0.000508178 0.000310762 7.94532e-05 0.00013509 8.312e-05 0.000230907
threshold=25.568932055400001 8.8430989333000021 46.683480308100009 14.651182102100002 14.651182102100002 22.764946765650006 128.57956104760004 95.862351557400004 93.910530954700008 12.658193188950003 85.764502819450016 61.987779113750001 12.794482498400003 76.172084209950015 12.350996516100002 23.165384528550003 98.465712168700023 117.56896250265002 22.604947139800004 93.281431752200021 16.525386113000007 86.479632682150012 185.44496129890004 7.8438787148500007 187.06455006835003 15.667874674200002 13.545319032100002 22.604947139800004 117.38883580790001 22.996658327800002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 -10 -9 15 -13 14 -14 16 -12 19 -19 21 -21 -15 23 24 -23 -24 27 28 29 -27
right_child=-2 -3 3 -5 -6 -7 7 8 9 -11 11 12 13 17 -16 -17 -18 18 -20 20 -22 22 25 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.039319783571179795 0.0011907202432294636 -0.0013846687196292962 -0.0020691260831731751 0.00024632906958215335 0.0013369801574186699 0.0010616230945154641 -0.045425422048544405 0.001436546462900699 -9.2541218213450463e-05 -0.0019505392550195528 0.00051985533274761977 0.082797261021711838 -0.10003563132824381 0.0008920945557563285 0.019669273798182688 6.4519774370284106e-05 -0.0038449858090257917 -1.2508810461174852e-05 0.0015294829865927059 -0.0026275696745672564 0.00019454784346509434 -0.067901755719842138 0.054729964464999475 0.10001428697348275 0.020783338242264804 -0.00080319932611119511 4.4640133570396395e-05 -0.001185614909812793 -0.0004042378034666605 0.0022030609756325476
leaf_weight=0.0010753675049944835 0.52107973687944209 0.53217282295590607 0.5114577018197568 0.50216190516047732 0.52634572729584661 0.55808380268353985 0.0012123536289426742 0.51269393032089183 0.85794739743991399 0.51352618673350026 0.50651735982682955 0.0011024195109702309 0.0018632138421484914 1.5204046279686689 0.0010016985998291261 2.5344866657783314 0.53878102379530901 2.517095678151235 1.536834690668911 0.53940085098395174 1.5036550654040182 0.0010130771059745454 0.0010361428963382427 0.0029036469504717388 0.0017837885800397919 0.50953225433477844 21.328707854542635 1.5183019316173156 2.0009711986640468 0.51245878018380608
leaf_count=8 542 139 66 6 36 37 969 31 32 194 10 8 44 27 35 45 37 24 39 75 13 123 21 11 122 28 1254 18 11 29
internal_value=2.85209e-07 -1.46281e-05 3.12779e-06 -0.000922016 2.65429e-05 9.0909e-06 -5.98446e-06 -4.89942e-06 -3.4861e-06 -0.000788239 2.51452e-05 5.62908e-06 5.53309e-05 5.26078e-05 -0.0581816 -0.000459459 -0.00172993 5.75889e-05 0.000572056 -1.32536e-05 -0.000550538 2.68127e-05 -2.40275e-05 0.04538 -0.0113401 -3.4032e-05 -3.62254e-05 -0.000416022 -2.94897e-05 0.000704235
internal_weight=42.1156 41.5945 41.0624 1.01362 40.0487 39.5224 38.9643 38.9632 38.962 1.37147 37.5905 37.0779 33.4981 33.497 0.00286491 3.57979 1.0453 33.4941 4.05393 29.4402 2.04306 27.3971 25.8767 0.00570051 0.00279687 25.871 25.87 4.54126 3.02296 1.02199
internal_count=4034 3492 3353 72 3281 3245 3208 3200 2231 226 2005 1974 1882 1874 79 92 47 1795 63 1732 88 1644 1617 256 245 1361 1340 86 68 57
is_linear=0
shrinkage=0.1


Tree=832
num_leaves=31
num_cat=0
split_feature=5 8 15 17 19 16 14 0 17 13 5 13 10 7 19 10 17 8 10 18 16 3 14 15 3 16 18 16 6 12
split_gain=6.06113e-05 8.18851e-05 7.20033e-05 0.000122865 7.42571e-05 5.08404e-05 0.000136859 7.40164e-05 9.52042e-05 8.20319e-05 0.000292594 0.000599869 0.000713489 0.000412552 0.000125952 7.85001e-05 0.00037997 0.000416173 0.000112156 0.000618987 0.000202997 0.000566041 5.18338e-05 0.000218906 0.00016211 8.86872e-05 0.000114575 0.000662292 0.00050897 0.000204508
threshold=25.568932055400001 8.8430989333000021 46.683480308100009 187.51563899930002 14.651182102100002 22.764946765650006 128.57956104760004 85.732241321850012 186.09458496570002 117.69263157665002 13.154029769200003 100.88707980320002 82.678152885650022 25.603371256250004 11.950964240300001 61.987779113750001 190.94474013770002 8.7431769115000026 62.041548276350007 12.867440043550003 22.604947139800004 93.69276584615001 241.71484286130001 38.992510055900006 93.090551224900011 22.644947046300004 13.975517741000003 19.199955102150003 16.435384010100005 145.97209859650005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -8 10 11 12 13 -9 -15 16 -12 -18 20 -20 -17 -22 23 25 -24 26 28 29 -21 -28
right_child=-2 -3 3 -5 -6 -7 7 9 -10 -11 15 -13 -14 14 -16 18 17 -19 19 22 21 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.035943666913581987 0.0010725327232775964 -0.0012450764779294511 0.00028430094385623148 -0.0019171567090637883 0.0012043892884718707 0.00095632409153947851 -0.00017915548259834422 0.0048645821381365986 -0.001776110700569868 0.0012724013417667259 0.00031314069155478875 -0.045826668038708628 -0.034652450085004192 0.099825220835468131 0.056099626038774511 3.3906780319695351e-05 -0.0039970317836832856 2.3334920456616513e-05 0.047891758830500182 0.0033500716866066028 0.0040724668822132142 4.8595778886808652e-05 -7.5844169478521211e-05 0.0020793632921852485 -0.0014008035856957655 -0.0012835542158985622 -3.402473637913965e-05 -0.0034820345262486503 9.4617120847794166e-05 0.0019843164844879657
leaf_weight=0.001059613835990513 0.52067727890924587 0.53262567492546153 0.50119223003746316 0.51301500318855986 0.52588747491245058 0.55760231890235346 1.360399174676435 0.0010325225619555534 0.51449510167506129 0.5211369582102624 2.0355809178819793 0.0010519246571777021 0.0010596089743605888 0.001409787951666984 0.0012366141537633879 3.0251101087603152 0.52985201975411633 0.50088034446525853 0.0026958836490419405 0.54545829593434625 0.53501377589418542 1.0086962742061585 10.102692034110683 0.530366812149622 1.016331339759154 0.50903522688895364 11.121964046816702 0.55390815021019157 4.0173256281123031 0.52575177947239637
leaf_count=8 542 139 7 65 36 37 157 152 96 17 35 111 758 34 64 43 40 4 12 171 42 19 695 31 30 10 477 85 54 63
internal_value=2.95349e-07 -1.31271e-05 2.85317e-06 -0.000829259 2.39268e-05 8.21895e-06 -5.34926e-06 -4.37189e-06 -0.000617381 2.66176e-05 8.86299e-06 0.022486 0.037651 0.058476 0.0793931 5.30306e-06 -0.000478987 -0.00204335 4.96385e-05 -2.30872e-05 0.00051007 0.00144318 -2.75533e-05 7.82412e-05 -0.000196952 1.67984e-05 5.62824e-05 -0.000103584 0.000483791 5.70787e-05
internal_weight=42.1145 41.5939 41.0612 1.01421 40.047 39.5211 38.9635 38.9625 1.87489 37.0876 36.5665 0.00579046 0.00473853 0.00367892 0.0026464 36.5607 3.06631 1.03073 33.4943 28.9255 4.56882 1.54371 28.9228 17.8038 11.119 17.2734 16.7644 12.2016 4.56278 11.6477
internal_count=4034 3492 3353 72 3281 3245 3208 3200 253 2947 2930 1119 1008 250 98 1811 79 44 1732 1628 104 61 1616 891 725 860 850 625 225 540
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=17 2 2 10 17 17 12 5 15 16 15 13 0 10 0 18 0 15 6 6 5 5 7 17 18 5 18 6 17 17
split_gain=5.16381e-05 0.00239072 0.00482799 0.0022434 0.000218158 0.000194056 0.00215046 0.000178566 0.000102473 0.000310466 0.000126521 0.000159246 0.000102338 0.000115224 0.000305935 0.000240503 0.000284872 0.000485384 0.000166395 0.000165752 0.000110396 0.000151301 9.75402e-05 0.00041414 0.000129043 0.000107481 0.000263612 0.000100092 0.000430442 0.000362123
threshold=188.83172615260003 62.922191810850009 62.147615758400008 66.45599652655001 197.71582798205003 189.31157886915003 87.111491403900018 20.971847224900007 43.890399822900008 22.574947209950004 42.493282152450007 117.72489307420001 85.861287312150012 62.079186690200011 86.420486603250012 13.3584252364 85.995710218650018 34.139075990150012 16.565387047600002 16.525386113000007 23.854886427500002 22.692834890150003 23.604435110900003 196.80409074510004 13.376114027300002 21.876867948900003 13.581061237400002 14.745344522600002 201.96256717700001 197.20536406400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 -2 -5 7 -7 -3 10 -10 11 -1 -8 15 -15 16 -14 -18 19 22 21 -17 23 24 -16 26 -24 -28 29 -29
right_child=1 5 -4 4 -6 6 12 -9 9 -11 -12 -13 13 14 18 20 17 -19 -20 -21 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-8.7026105550492273e-05 0.024750335014834202 6.2673563635322444e-05 0.082096479010533477 -0.051497427578886958 -0.10005209877388076 -0.10014354985668322 -0.0013583529958990943 0.0027051877819193565 0.00064673973461515551 -0.0028375944801121615 0.0010783105435304052 -0.0018203874530053387 8.6438435470755743e-05 -0.0024890555258557786 -0.00038251739928472315 -5.9967623075295647e-06 0.00020585356132581711 0.0045248444161043941 0.0017256039233674127 -0.0018713130726257237 -0.00070154820098113893 0.0013575999844810522 -0.0022088649376612625 -0.003118555173945544 0.001386142345285001 0.0014811406539187964 -1.0967555510391483e-05 0.0004833829832269915 -0.0017171819634447167 0.00369367882525206
leaf_weight=10.632664590121486 0.0049784234433997154 0.50372189829959058 0.010248048565699719 0.0017060011829741484 0.0020222427233420603 0.0021440467144334665 0.53633798207869077 0.51939483128626307 0.50279010560870974 0.52041646183643431 0.87028013019880823 0.55782330932073954 1.0085228594289239 0.52213705605027172 2.0011474831135367 4.0295978838577184 0.50213340681511887 0.54008033233549213 0.52198496509906434 0.50516351186382635 1.52475852753696 1.0196039347611074 0.50978675973601362 0.51955696427971698 0.51963859712277072 0.52445166593510784 11.106171351879032 1.0304318797873853 0.53102737752118923 0.53318242386855108
leaf_count=1492 13 26 9 15 29 22 177 19 6 63 18 150 12 53 22 70 5 46 38 11 39 35 8 49 136 80 1162 57 102 70
internal_value=3.18778e-07 7.46582e-05 0.0355775 -0.0191769 -0.077834 5.14619e-05 2.01268e-06 0.00140417 -0.000164621 -0.00112544 -8.31076e-05 -0.000173431 9.68505e-06 3.64154e-05 -0.000102265 0.000339105 0.00128457 0.00244398 -3.4174e-05 -8.58359e-05 4.41679e-05 0.000269359 -3.36254e-05 -0.000547783 -1.79232e-05 7.61891e-05 2.24476e-05 0.000108616 0.00074267 0.00157807
internal_weight=42.1139 29.0299 0.0189547 0.00870667 0.00372824 29.011 27.9879 1.02312 13.084 1.02321 12.0608 11.1905 27.9857 27.4494 18.8247 8.6247 2.05074 1.04221 18.3025 17.7806 6.57396 5.0492 17.2754 3.04034 2.52079 14.2351 13.7106 13.2008 2.09464 1.56361
internal_count=4034 2305 66 57 44 2239 2194 45 1729 69 1660 1642 2172 1995 1788 207 63 51 1735 1697 144 105 1686 207 158 1479 1399 1391 229 127
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=5 8 4 19 15 2 7 19 5 15 4 2 17 16 5 7 14 7 6 5 15 10 18 18 6 5 4 18 0 12
split_gain=6.37737e-05 6.73861e-05 6.94057e-05 6.58756e-05 0.000192445 0.000134157 6.29922e-05 0.000103404 0.000421365 0.00024532 0.000261348 8.21824e-05 8.7274e-05 7.23394e-05 0.00012513 5.7131e-05 0.000527242 0.000162036 0.000182507 0.000141809 0.000129487 0.000162782 0.000101559 0.000152317 9.17168e-05 8.49049e-05 0.000228843 9.44237e-05 6.50922e-05 4.04182e-05
threshold=25.568932055400001 8.8430989333000021 127.35214607660002 14.651182102100002 46.683480308100009 175.11059598075002 22.516377366000004 14.451165964200003 22.728547566650004 38.483556206400003 237.14380148740003 130.44142995155002 201.71342726775001 22.744946812400002 20.374719724350005 22.792619241600004 143.06733454090002 23.109894804950002 16.445384243750002 21.197160116700001 45.169600924000008 61.93938686740001 13.222029912150001 13.342238590850002 16.465384711100004 21.991679690250006 287.13979489680008 13.531614672700002 86.479632682150012 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -5 13 15 9 10 11 12 -9 14 -4 19 -17 18 -18 -8 21 -19 -23 -24 -20 27 -27 -25 -29 -30
right_child=-2 -3 3 5 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 16 17 20 24 -21 -22 22 23 25 -26 26 -28 28 29 -31
leaf_value=0.020540499361721833 0.0011001016028833804 -0.0011305815981819982 -6.8203034200196792e-07 -0.00035668181822180853 -0.0019467485914407519 0.0019276534279127689 4.6328847449090991e-06 0.0015279249607532035 0.0031446416032433222 -0.0018696326542489818 0.0024881436669116058 -0.00065500657655262766 -0.00031698861543667301 -2.2073534142012051e-05 -0.0022069657489066029 0.053867167331287727 -0.0024798884672837152 0.0010497100587458406 0.0002923889674433845 0.0019151269222816318 -0.0015607136650155748 0.0013870154751003186 -0.0012479298369186004 -0.0010072170263770483 -0.0010521403612179269 0.0017151511660126167 -0.00011892270863217771 -0.0011371912016902119 -0.00060531448747863528 4.2146832712890428e-05
leaf_weight=0.0016451335848007833 0.52076574133331988 0.53301892878422918 0.50440218667680836 0.51193251475007062 0.51178908864719019 0.51646396037540399 1.5103611900543183 0.51931364708434491 0.53189700631611581 0.52609444403060468 0.52599695345310227 1.006076738820411 0.50648235970766109 1.4090815898962317 0.52422892788148523 0.0018134965794257543 0.52468055614644926 1.5174108772581245 1.0031650691089455 0.5230701608944871 0.51318453397132557 0.50698218663456174 1.0071453635682726 1.0080563757510415 1.0265074607440565 1.0285073948135699 2.0094544095389812 0.50615773510798945 1.013609491533084 19.763768309964902
leaf_count=13 542 139 153 21 66 21 62 35 66 49 49 9 15 16 262 3 45 16 6 48 30 9 13 22 37 24 55 8 52 2148
internal_value=3.42223e-07 -1.34276e-05 1.07499e-06 2.51996e-07 -2.00508e-05 0.000790519 4.90175e-06 3.72739e-05 0.000545296 9.6982e-05 0.000501469 -1.28274e-05 0.000617007 -0.000487507 -0.00112509 -1.76192e-05 -5.08536e-05 -5.39647e-05 -0.000817375 0.000496079 1.35701e-05 4.20562e-05 -1.49041e-05 -4.18911e-05 -0.000387607 6.06303e-06 0.000502006 -6.15255e-05 -1.67346e-05 1.05609e-05
internal_weight=42.1131 41.5923 41.0593 41.0576 40.0292 1.0284 39.5174 37.0797 3.61586 3.08396 2.55787 2.03187 1.0258 2.43771 1.02863 33.4639 31.4304 31.4286 2.55435 2.03343 28.8743 28.3611 26.8437 26.3367 2.02967 25.3296 3.03796 22.2916 21.2835 20.7774
internal_count=4034 3492 3353 3340 3298 42 3232 2801 223 157 108 59 50 431 415 2578 2468 2465 88 110 2377 2347 2331 2322 43 2309 79 2230 2208 2200
is_linear=0
shrinkage=0.1


Tree=835
num_leaves=31
num_cat=0
split_feature=5 15 13 8 6 16 18 5 0 5 15 4 2 18 3 7 2 18 18 0 5 9 0 7 8 6 10 6 5 6
split_gain=5.16944e-05 6.19007e-05 0.000250101 0.00116754 6.20007e-05 0.000226796 0.000461155 0.00343727 8.3967e-05 4.41601e-05 0.000257615 0.000524242 0.000150056 0.000132236 8.19206e-05 0.000387604 0.000341909 0.000432994 0.000884685 0.000251318 0.000217903 0.000674333 0.000131668 0.000102588 8.6159e-05 6.57493e-05 0.000245248 0.000107969 0.000410239 0.00023372
threshold=25.568932055400001 16.701947052500003 98.050756475600011 7.1444245619500011 16.705390318750002 22.704946905950003 12.885811969150001 22.053438739150003 85.683849075550015 23.455765688150006 41.492094664050008 286.25887787650009 217.08409765600001 13.342238590850002 93.281431752200021 22.381996090050006 108.63443756215001 13.112573650350003 13.131682570750003 90.767723400200012 21.991679690250006 200.95377551580003 86.420486603250012 22.649177329550003 8.4434108459500017 16.455384477450004 62.041548276350007 15.975373262050001 21.566902724800006 14.980350013450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 6 7 -4 -8 10 14 -12 13 -11 15 19 23 -18 -19 -10 22 -22 -17 -16 -23 26 -24 29 -29 -28
right_child=-2 2 4 -5 -6 -7 8 -9 9 12 11 -13 -14 -15 16 20 17 18 -20 -21 21 24 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.018244651300617407 0.00099084084004175208 0.040325263296568957 0.022081299374131239 -0.10002037972889782 -0.00083819406660522514 0.0019722856926635878 -0.0012888945407029579 -0.1000939359524429 0.0794195283838523 -0.00011385240691557871 0.0037358953814222275 -0.00070815147077301884 0.00029847546370014109 -0.0017259122913888714 -0.00022738412072024575 0.0015787289410302337 -0.00013920362555579663 0.0002027737099474338 -0.005673594231749195 0.008646532016534288 0.004110426966183473 -0.0012243256798072405 0.0021986529710742086 0.00093594018957661007 0.00062272105371595813 -0.00036633901520700805 3.6861810691146217e-05 0.0030164808000938334 -0.0004042120773471469 -0.0010908864750643768
leaf_weight=0.0018619985910025552 0.52039401812650865 0.0011428693069849274 0.006463185498889884 0.0012314577302519059 0.88341129523425976 0.57977821170970756 0.51036051605368626 0.00357730482410204 0.0010026385144562546 1.0215219994455011 0.54499753433719866 0.51749366214674009 2.0282522605118629 1.0139000665276774 1.5139671701435866 0.51186152854644262 1.5040140823584809 0.50067926198244073 0.52466117215399777 0.0010043658946690126 0.5277143091598181 0.50477004330969044 0.51148601903697155 1.5182308565581477 0.50542512493401759 5.028316749161319 17.731137348757471 0.53822176295125146 1.0057261199845013 2.050166604979494
leaf_count=830 542 228 30 148 135 48 121 99 26 32 36 53 61 24 35 19 14 2 43 48 21 27 11 40 13 83 992 125 14 134
internal_value=3.38794e-07 -1.20541e-05 -1.12379e-05 -0.0324658 -9.38499e-06 8.60259e-06 -1.97713e-05 -0.0214483 -1.44079e-05 2.01566e-06 3.77214e-05 0.00157139 -0.000310266 -0.000916864 -9.54043e-06 5.80594e-05 -0.00036102 -0.0012195 -0.00280413 0.0440026 5.50092e-05 0.00121325 -1.00554e-05 0.000355096 -0.000300203 -4.03266e-05 3.47438e-05 -1.71575e-05 0.000788245 -8.00199e-05
internal_weight=42.1128 41.5924 41.5905 0.00237433 41.5881 40.7047 40.125 0.0100405 40.1149 39.6046 35.5409 1.06249 4.06367 2.03542 34.4784 28.9168 5.56155 2.52935 1.02534 0.002007 28.9148 1.53791 27.3769 3.0322 1.0102 26.8651 21.8367 21.3253 1.54395 19.7813
internal_count=4034 3492 2662 376 2286 2151 2103 129 1974 1853 1736 89 117 56 1647 1513 134 59 45 74 1439 61 1378 75 40 1359 1276 1265 139 1126
is_linear=0
shrinkage=0.1


Tree=836
num_leaves=31
num_cat=0
split_feature=19 2 4 7 18 9 15 17 16 17 9 17 5 15 13 18 6 3 6 5 3 3 6 6 6 18 0 0 6 7
split_gain=4.53931e-05 7.82959e-05 7.12468e-05 5.36489e-05 0.000172594 0.000326215 0.000178913 0.000168462 0.000160564 0.000143716 0.000460481 0.000216946 0.000187521 0.000152708 0.000237778 0.00014771 6.19833e-05 0.000184091 9.77071e-05 0.000359897 0.00024862 0.000608787 7.20906e-05 0.000272983 0.00015454 5.7375e-05 9.53051e-05 5.28339e-05 0.000115867 0.000183226
threshold=14.651182102100002 173.34516805710004 127.35214607660002 23.203497038450006 13.314799198000001 190.73543849905005 43.890399822900008 192.94032447935004 22.674946976100003 188.19076296340003 192.39832633775004 189.72181505755 21.955793948900006 42.493282152450007 117.64961624655002 13.065205089100003 16.525386113000007 93.14163192940002 16.235379337050002 20.849573174100005 92.781378539900018 92.598563387050021 15.575363915900002 14.745344522600002 14.415336812050002 13.86460725495 96.039789794050009 86.565663342300013 16.485385178400005 24.312940751750002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 6 -6 9 -8 16 13 -11 -12 -13 14 15 -4 18 -18 19 22 21 -20 23 24 25 -5 -27 -22 29 -29
right_child=1 -3 3 8 5 -7 7 -9 -10 10 11 12 -14 -15 -16 -17 17 -19 20 -21 27 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.015212782259364843 -0.00021750992778573946 0.0015191172258837565 6.7940127326048891e-05 0.0010751337577615825 0.00037366177568738277 -0.0031487649735100543 -0.0025761487502234046 -9.2774460893614977e-06 0.001787154623034857 0.003325996691723461 0.0015935877903490861 0.00043602412181784441 -0.0022789513543786367 0.0010577409114482113 -0.002319535919003518 -0.0017320915014196168 -0.0014652799960399943 0.00043835619249719352 0.0040745473461679758 -0.0026418524852548503 -2.2502785422844708e-05 -0.00075162919081136418 -0.00082595921111362324 0.0021672359533728086 -0.0017242230356646019 -0.0013566106128949482 3.7603855277659471e-05 0.0026753239587070888 -3.4575307701294742e-05 -1.3629954453701137e-05
leaf_weight=0.0030717831333494363 0.51776783698568241 0.52069130112340645 4.027467785023302 0.50527332779895928 0.513587304584738 0.53868371073810362 0.52327346633494609 0.4999719086154073 0.52188850982096724 0.53513727434577552 0.51371271198149759 0.50661467778263591 0.51100639122887515 0.87011379341129202 0.56012448142869153 0.5140665268299428 1.0180584278233475 1.0139528802046838 0.54732944282841234 0.53132216083293826 6.0445958024205684 0.50027234006893195 1.0027026832176478 0.58620474694747216 0.52055799205132913 0.50670237073710289 15.140846321368684 0.51371563971406453 1.5025580924702806 0.50009862986189546
leaf_count=27 41 36 499 7 279 86 89 3 76 85 17 19 24 18 131 96 37 18 99 139 98 17 19 152 176 154 1523 58 7 4
internal_value=3.00436e-07 0.000653248 -1.62082e-05 -1.73473e-05 -0.000217304 -0.00142956 -7.65302e-05 -0.00132194 4.79811e-05 8.20069e-05 0.000800809 -8.16388e-05 -0.000927322 -0.000166727 -0.000375567 -0.00013581 1.81576e-05 -0.000515385 5.63295e-05 -7.62912e-05 0.000315725 0.00176985 -1.64891e-06 4.62397e-05 -2.83305e-05 2.63231e-05 -7.5439e-06 0.000137784 0.000522811 0.00134891
internal_weight=42.1114 1.03846 41.0729 41.0698 10.1138 1.05227 9.06149 1.02325 30.9561 8.03824 2.06647 1.53133 1.01762 5.97177 5.10166 4.54153 30.4342 2.03201 28.4022 18.7936 9.60857 1.0476 18.2623 17.2596 16.6734 16.1528 15.6475 8.56097 2.51637 1.01381
internal_count=4034 77 3957 3930 1346 365 981 92 2584 889 145 60 43 744 726 595 2508 55 2453 2170 283 116 2031 2012 1860 1684 1677 167 69 62
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=10 15 6 17 17 7 17 9 16 16 9 5 6 17 3 0 3 5 18 5 19 18 18 7 15 19 7 5 7 2
split_gain=4.60767e-05 0.000114034 0.000260165 0.00011216 0.000204721 0.000227888 0.000317903 0.000268301 0.000105444 0.000220276 0.000105375 0.000249037 0.000117694 0.000108227 7.88486e-05 0.00017204 0.000116526 0.000189928 0.000111177 0.000541633 7.49004e-05 0.000208895 6.80752e-05 5.96977e-05 5.11675e-05 9.56687e-05 0.000256002 5.51185e-05 5.01053e-05 0.0034653
threshold=62.041548276350007 42.246988155050012 16.495385412050002 188.41589330430003 189.43751236195004 23.109894804950002 192.28474763930004 196.64273721640004 22.624947093000003 22.544947280100004 201.32298960505003 23.545618314050007 16.505385645700006 199.03437346465003 93.216908757050007 86.054856297550018 93.14163192940002 22.213482503200002 13.531614672700002 20.872540794500004 14.451165964200003 13.843998451900001 13.142272494650003 23.514778597300005 43.030193406950012 14.351157895250003 22.516377366000004 21.454033346250004 23.699538637550003 59.023942917950002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 14 -3 8 -5 -6 -7 -8 9 -1 -9 -12 13 -13 16 22 17 18 19 -2 23 -22 -16 -20 25 -10 27 -27 -25 -30
right_child=1 2 -4 4 5 6 7 10 24 -11 11 12 -14 -15 15 -17 -18 -19 20 -21 21 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=0.0003953063596230451 -7.2155561836478006e-06 -0.0026456355045160261 0.00051562179682090425 0.002327858505291359 -0.0016963158569705519 0.0028061153565937789 0.0016819886288086854 -0.00053881094785627375 -0.00076354864459460823 -0.0025373788391355023 0.0023323390123979669 -0.0006356806110458513 -0.0014559547996340731 0.0014335959435415001 -0.00056920598828196401 -0.0022050310019718911 0.0015095726384851261 0.0018830999609480701 -0.0010727276332204575 -0.0035302802321088653 0.0022761800944143323 -0.00055849804498470915 0.00085051583459257347 0.00056317160154460775 0.00053738702479036091 0.00021769246738808116 0.0021869921580047343 -0.0012287134069097158 -0.10027320561646005 -1.5017661568666001e-05
leaf_weight=0.50396113817802557 2.5073860699932826 0.53100921961952774 0.51071623539446698 0.52179396465865568 0.54097563374103508 0.52157179065790149 1.0296368089134373 2.5128113561370924 1.5133639004561708 0.52077930151608598 0.51393636649299912 0.50031751375763611 0.5080402789399513 0.51080526413716143 1.007071188709461 0.51742289878529835 0.51200304234782379 0.51724845106360007 0.52135776403753098 0.52832833443882643 0.51792124038911314 0.52196935644644782 0.50816115197452516 1.5212776001513209 1.3740674599077194 0.50400393229938323 0.51164172769776417 0.55202504716635303 0.0034480957615724553 19.246415796311851
leaf_count=453 77 119 21 30 100 22 29 43 28 24 35 18 31 22 147 48 13 65 312 43 20 66 52 46 42 15 17 48 37 2011
internal_value=3.10145e-07 -6.81924e-05 -0.0010958 0.000160036 0.000420639 0.000270721 0.000445249 0.000224398 -0.000180466 -0.0010951 -0.000105742 0.00042951 -0.000214222 0.000409689 -3.05391e-05 -0.000630685 1.56735e-05 -1.38753e-05 -5.25541e-05 -0.000620361 2.46297e-05 0.000853324 -9.30761e-05 -1.58423e-05 2.99146e-05 -0.000196406 0.00035109 -0.000538397 1.06856e-05 -3.29762e-05
internal_weight=42.1115 29.4717 1.04173 12.6397 7.15989 6.6381 6.09712 5.57555 5.47984 1.02474 4.54591 2.0331 1.51916 1.01112 28.43 2.03266 26.3974 25.8854 25.3681 3.03571 22.3324 1.03989 1.51523 21.2925 4.4551 3.08103 1.56767 1.05603 20.7711 19.2499
internal_count=4034 3077 140 957 330 300 200 178 627 477 149 106 71 40 2937 247 2690 2677 2612 120 2492 86 199 2406 150 108 80 63 2094 2048
is_linear=0
shrinkage=0.1


Tree=838
num_leaves=31
num_cat=0
split_feature=8 16 12 0 7 0 7 5 10 19 18 18 7 9 18 15 17 5 2 15 4 4 19 15 0 8 7 16 12 19
split_gain=6.26765e-05 6.4007e-05 9.8412e-05 6.29743e-05 8.65796e-05 8.22451e-05 7.15888e-05 0.000298078 0.000412347 0.000636374 0.000829832 8.55712e-05 7.81085e-05 0.000412125 0.000396699 0.000227765 0.000603661 0.000117669 0.00041619 0.000219424 0.000138502 9.85714e-05 0.000113185 8.45954e-05 8.02678e-05 7.19489e-05 0.000303488 0.000188645 0.000159196 0.000135568
threshold=8.8430989333000021 22.764946765650006 63.174563425750001 85.683849075550015 22.181995028450004 85.764502819450016 22.516377366000004 13.154029769200003 82.678152885650022 12.250988447150002 17.705383164500002 12.920478434700001 23.109894804950002 195.10791980860003 13.131682570750003 40.974857724300008 188.19076296340003 21.991679690250006 173.34516805710004 40.800303470200006 286.25887787650009 305.06590732205007 14.451165964200003 15.434016161750002 86.329079026800017 8.543332867800002 23.667467222350002 22.644947046300004 82.696898122450008 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 -1 4 -4 -5 -7 8 9 -8 -11 -9 13 15 -15 16 -13 23 -19 -20 -21 -22 -23 -14 -25 27 -27 28 -26 -28
right_child=-2 -3 3 5 -6 6 7 11 -10 10 -12 12 17 14 -16 -17 -18 18 19 20 21 22 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.019513240259389091 -0.0010695968609804002 0.0010683805507020075 -5.3484576367142379e-05 0.0012788738848703331 -0.0016932550951764638 -0.0011628156692233974 0.089516246365147503 0.0013068699282434407 -0.032131137575686655 -0.045899575962789721 0.073539095659747408 -0.00021150207306812942 0.028475257411766982 -0.00014326358491956938 -0.0040632257529763455 -0.00080167587638479152 0.0036836758278235003 0.0018753971740367828 -0.0019603298202052841 0.001252618034447126 -0.00068529794215123438 -5.4705961066362376e-06 0.001649392722697326 -0.00091854652172183675 -0.0017741391104852474 0.0026426588632562898 -0.00091403321515277295 -0.0019636117790809995 1.2698478907521203e-05 0.00050160285410551632
leaf_weight=0.002584523285448336 0.54054328515530059 0.56808199034276086 0.86522791548173561 0.51543118075801331 0.51285477370120247 0.51589087629051178 0.0015369719348087853 0.50981117008417598 0.0010144239244530198 0.0013177529035684819 0.0010414197414547743 1.5140013100739986 0.001040212635582515 0.50616819522019774 0.52690740212028686 1.5232104659673664 0.53969564372367695 1.5340857307892299 0.51046224608474577 1.0259311882291511 1.518320194883074 2.0191203724425706 0.51967088121273253 1.0067266590922397 0.51088797257104701 0.51944009758881327 1.0178484794106695 0.51695300980463699 20.747799161135024 2.0170322479316383
leaf_count=12 201 49 576 40 127 234 110 15 745 158 24 39 47 13 37 38 80 23 26 23 27 64 51 11 39 24 53 20 1071 57
internal_value=2.75148e-07 1.41869e-05 -4.18947e-07 8.11102e-07 -0.000663727 2.39246e-05 7.38388e-06 2.30277e-05 0.0246591 0.0394453 0.00682475 1.98924e-05 2.66032e-06 -0.00038324 -0.00214259 0.000124892 0.00081212 5.58197e-05 0.000416275 1.60936e-05 0.000214575 -4.79174e-05 0.000333267 -4.17278e-05 -4.28541e-05 -8.05019e-06 0.000409109 -7.61409e-05 -3.02427e-05 2.68221e-05
internal_weight=42.1106 41.5701 41.002 40.9994 1.37808 39.6213 39.1059 38.59 0.00491057 0.00389614 0.00235917 38.5851 38.0753 4.60998 1.03308 3.57691 2.0537 33.4653 7.12759 5.5935 5.08304 4.05711 2.53879 26.3377 26.3367 25.33 3.55432 21.7756 21.2587 3.03488
internal_count=4034 3833 3784 3772 703 3069 3029 2795 1037 292 182 1758 1743 207 50 157 119 1536 214 191 165 142 115 1322 1275 1264 134 1130 1110 110
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=8 16 0 13 6 16 5 19 16 8 9 5 5 9 18 3 8 8 5 16 6 18 5 10 5 6 12 6 17 5
split_gain=5.07371e-05 5.18904e-05 5.86203e-05 0.000173607 9.8767e-05 6.39605e-05 0.000382459 0.000633033 0.000587785 0.00035143 0.000275726 0.000553275 9.79755e-05 7.54802e-05 0.000948153 0.000101927 0.000179623 0.000690618 0.000113382 0.000328212 0.00095138 0.000131522 0.00010543 0.000236185 9.72618e-05 8.50337e-05 6.16734e-05 5.8972e-05 0.000218716 7.1095e-05
threshold=8.8430989333000021 22.764946765650006 85.732241321850012 95.862351557400004 16.565387047600002 22.654947022900004 13.154029769200003 11.950964240300001 18.094957686100003 6.9445805182500004 194.56033515110002 23.545618314050007 22.783584484750005 187.11236276785004 12.909082926650003 93.281431752200021 8.543332867800002 8.3434888241000014 21.269675393700002 22.604947139800004 16.395383075500003 13.919698996450002 20.911722254300006 62.095317438950012 22.327062271350005 16.565387047600002 129.60515701950001 16.355382140900002 194.36188291790003 19.234448447350001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 12 -12 -7 26 -15 18 17 -17 22 21 -21 24 27 -24 -20 -23 -8 29 -29 -16
right_child=-2 -3 3 5 -6 10 13 8 -10 -11 11 -13 -14 14 15 16 -18 -19 19 20 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0017205870084221202 -0.00096198088476845195 0.00096240913518651433 -0.038672722931523379 0.090000707035852667 -9.9147397667323012e-05 -0.00090826477718509166 0.0015614193066893845 0.0124819511622848 0.06064514053016571 -0.06419643671411901 0.0040027807455782737 -0.00059488701450335078 0.00048226665211363725 -0.037647662853557515 -3.1607493108757851e-05 0.00019563078947064396 -5.6324553213555069e-05 -0.0042289698602198727 0.00067851291519441974 -0.0010702345628056866 0.004971192105613721 -0.0018409448968517387 7.3345319134933322e-06 -0.002632195862138571 -0.00016189117935866052 -1.1409199462849622e-05 0.00021921544342781517 0.00024388495670478561 -0.0022813955123647382 0.00067557966009436832
leaf_weight=0.51823471283754119 0.54089459128854755 0.56759765166498155 0.0011592142831834398 0.0012287548255491714 1.3656339396365782 1.0179722445463992 0.51742732751331155 0.0013238704745829441 0.0013305418835898308 0.0010897008940560227 0.54178214850617201 0.50636377743467165 1.0088921162241602 0.0067042051523448212 17.219578885460532 1.0119320181136533 3.5279972228127008 0.54156172609509656 3.0271165205631378 0.51054362521972485 0.53256276801403146 0.51648297580454794 1.0004390469789552 0.51274209675397253 2.5264284069417045 0.49996185302734375 1.0117224593146166 1.0024757169667271 0.52133705947035469 1.5494956595635745
leaf_count=319 201 49 965 25 417 29 71 147 33 57 62 14 13 15 844 24 44 48 38 25 19 88 7 93 33 2 106 15 61 170
internal_value=2.94513e-07 1.28156e-05 -3.29962e-07 2.591e-05 -0.00054519 2.70568e-05 -1.02938e-05 0.0277203 0.00728089 -0.0221375 0.000464835 0.00178163 -0.000216114 -1.41205e-05 -4.45864e-05 -3.72794e-05 -0.000450851 -0.00134682 3.41557e-05 0.000366406 0.00201424 0.000104781 -8.18418e-05 -0.000887072 0.000296195 -0.000941046 0.000673385 -2.17981e-05 -0.000620081 2.67749e-05
internal_weight=42.11 41.5691 41.0015 39.1177 1.88387 39.1165 36.0415 0.00497287 0.00374411 0.00241357 3.07501 1.04815 2.02686 36.0365 34.5074 34.5007 5.08149 1.55349 29.4192 7.6131 1.04311 6.56999 21.8061 1.51318 5.55354 1.01644 1.52915 20.2929 1.52381 18.7691
internal_count=4034 3833 3784 3048 736 2083 1965 262 237 204 118 76 42 1703 1526 1511 116 72 1395 205 44 161 1190 100 71 90 177 1090 76 1014
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=15 16 19 15 18 6 9 17 9 18 19 3 16 16 5 15 17 5 6 2 19 5 9 6 6 15 6 6 15 7
split_gain=8.23746e-05 0.000197612 7.74795e-05 5.99873e-05 0.000322595 0.000131729 0.000195241 0.00032117 0.000232599 0.00059928 9.47306e-05 0.000333894 0.000137689 0.000447314 9.27499e-05 0.000178785 0.000791599 0.000118362 0.00016565 0.000146349 0.000112974 9.96492e-05 0.000183111 9.02742e-05 0.000184663 0.000178115 0.00010257 7.91504e-05 9.60723e-05 8.91586e-05
threshold=46.683480308100009 22.584947186600004 14.651182102100002 41.492094664050008 13.531614672700002 16.465384711100004 189.78071820640002 187.61467154115005 197.29115675710003 13.142272494650003 14.451165964200003 94.098723023850013 22.644947046300004 22.574947209950004 21.269675393700002 40.309074029200012 192.61429575720004 20.911722254300006 16.165377701450002 105.22786026870001 14.451165964200003 22.580289596950006 201.14010537530001 14.980350013450002 14.745344522600002 35.517387705950007 14.515339148550002 16.555386813950005 35.098844929350008 23.851446749400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 14 7 -7 9 -8 12 -12 13 -5 17 16 -16 18 20 -19 23 22 -17 24 26 -25 -1 -10 -29 -30
right_child=1 -3 -4 4 -6 6 8 -9 27 -11 11 -13 -14 -15 15 21 -18 19 -20 -21 -22 -23 -24 25 -26 -27 -28 28 29 -31
leaf_value=5.1156792226981841e-06 9.6364159249441041e-05 -0.0023090388333270161 0.0012220919595886811 0.00098075501607147167 0.0026269746953233872 -0.00039246261004651471 0.00045943195219194308 0.0026654241221720008 -0.00057339894367788391 -0.0043604689987073392 0.0027139339240012713 -0.00081446916369036461 0.0001761082978771243 -0.0031775332050109312 0.0044396952329182121 -0.0021995537939941082 -5.5044015398687025e-06 0.00015266640349141821 0.0017690956375649236 -0.0022491700875675582 0.0014567080613843129 0.00054564392927798795 0.00049216277240492342 -0.0022734958293881462 0.00180803189188876 2.8956812832532905e-07 -0.0014339682854002331 -0.00085408421713489748 0.0017566983905260428 -0.00012206364417372283
leaf_weight=16.660404452122275 1.0037621047670824 0.51768254382012235 0.53566805100262982 0.50680730978183663 0.5430646405801437 1.0124230379607344 0.5081203890222239 0.51982771685001816 4.5138727394880789 0.52396547914197811 0.52598548613521312 0.54721875195173197 3.3848221677416177 0.52841147683039935 0.54382689380736704 0.50774578709206297 1.5212199882906674 0.50116065562178924 0.5414230531564489 0.51375356402754757 0.51578754690217365 1.0071282901335505 0.50319368409507237 0.52466811945032432 0.5597443832477812 1.0032956349605227 0.51045066016884888 0.51317764421907597 0.50993033799531395 0.50052524359654171
leaf_count=1902 24 112 67 9 108 452 17 40 57 34 33 15 50 35 240 19 49 53 106 59 27 18 27 81 103 14 158 82 25 18
internal_value=3.07982e-07 -0.000722092 2.73874e-05 1.14091e-05 0.000301926 -4.01451e-05 -0.000378397 0.000644949 -0.000600196 -0.00198752 7.20705e-05 0.000914828 -0.000132554 -0.00114178 7.43435e-05 0.000510989 0.00116513 -9.23894e-06 4.34114e-05 -0.00106315 -3.83797e-06 -0.000158383 -0.000859756 -4.29547e-05 2.06025e-05 -0.000780477 -3.7665e-05 -0.000363039 0.000260168 0.000826061
internal_weight=42.1091 1.52144 40.5876 40.052 6.03631 34.0156 8.60184 1.53225 7.06959 1.03209 5.49325 1.0732 4.42004 1.03522 25.4138 4.08311 2.06505 21.3307 20.3158 1.01491 19.7744 2.01807 1.01094 19.2586 17.7306 1.52796 17.1709 6.03751 1.52363 1.01046
internal_count=4034 136 3898 3831 250 3581 725 492 233 51 142 48 94 44 2856 353 289 2503 2391 112 2285 64 46 2258 2163 95 2060 182 125 43
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=15 16 19 8 16 7 19 5 15 18 17 14 17 0 5 6 17 17 3 5 19 15 5 10 7 18 0 16 3 6
split_gain=6.66921e-05 0.000159746 6.28093e-05 5.54133e-05 6.06734e-05 9.15459e-05 9.39564e-05 0.000328798 0.000277027 0.000175903 0.000164277 0.000115448 8.62755e-05 6.7994e-05 0.00019625 0.000440337 0.00039575 0.000666245 0.000123238 0.000190779 0.000165254 0.000117769 0.000290907 0.000332648 0.000149922 6.11484e-05 0.0002141 0.00010121 7.75514e-05 7.05427e-05
threshold=46.683480308100009 22.584947186600004 14.651182102100002 8.8430989333000021 22.764946765650006 22.407814303000006 14.451165964200003 22.728547566650004 38.483556206400003 13.581061237400002 195.18216166535004 137.67556691715004 182.63036160245002 85.764502819450016 13.154029769200003 7.835183067800001 239.21206428850002 195.53954078470002 93.499196860750018 24.041678002600005 14.151141757350002 41.195083317300011 23.545618314050007 62.084563606450011 23.127267687200003 13.077716774800001 86.329079026800017 22.644947046300004 93.14163192940002 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=2 -2 3 4 5 12 11 8 9 10 -8 -7 -1 -13 15 -15 17 -17 21 20 -20 25 23 -23 -25 -16 -27 28 29 -28
right_child=1 -3 -4 -5 -6 6 7 -9 -10 -11 -12 13 -14 14 18 16 -18 -19 19 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00018065604894038957 8.6730640628825194e-05 -0.0020749549236937282 0.0011007905344344844 -0.0010066383771714013 0.0010592315843932706 -0.024610039568782625 0.0010286367902396509 0.0028245644408725064 -0.0019633869200087152 0.0021678450870933107 -0.00077346128917595881 0.0011330939620226193 -0.0018167835336384002 -0.034050464397769785 0.00050397356438740552 0.062673675860685271 0.082106384960857828 -0.047542322342811527 -0.00030614651906984915 0.00026275553697269286 -0.0021095423181477068 0.003609283142716628 -0.00062551693633485102 -0.00073100918165046325 0.0016995664886605797 -0.0020966575521836495 1.216702786788041e-05 -0.0014123653380252168 0.00121752520746447 -0.00084341549480775524
leaf_weight=0.86312480586720486 1.0036977114804224 0.51843317218791551 0.53524921929783786 0.52874061845355314 0.55805706780301889 0.0019080989295606745 1.0150504961929989 0.52978735372855101 0.52552385794115242 0.53610222399584007 1.0083579271449705 0.51096281849461078 0.51435840255406162 0.0011178558326530247 2.0116214430345307 0.0012017491003633914 0.001288006734736058 0.001008910335905 1.0004695074458139 1.5066217148632857 1.0325282860616196 0.52013488511147388 1.020495869885053 0.50134663790231571 0.51390739280988362 0.5101789399595863 22.80086145855061 0.51650894309568585 0.51399554227827948 1.0061965662902412
leaf_count=670 24 112 67 155 37 3 38 58 48 65 11 46 151 778 25 135 51 79 6 15 35 19 22 5 40 15 1259 30 19 16
internal_value=3.22095e-07 -0.000649533 2.46937e-05 1.03127e-05 2.39176e-05 9.08975e-06 3.84329e-05 0.000523121 0.000127899 0.000557286 0.000130568 -1.31403e-05 -0.000791593 -1.17587e-05 -2.92418e-05 0.0205874 0.0380447 0.0123728 -3.20868e-05 -0.000590058 -0.00122206 3.39332e-05 0.000683093 0.00155286 0.000499314 -2.67106e-05 -6.88263e-05 -2.71734e-05 2.24412e-06 -2.39939e-05
internal_weight=42.1088 1.52213 40.5867 40.0515 39.5227 38.9647 37.5872 3.61482 3.08503 2.55951 2.02341 33.9724 1.37748 33.9704 33.4595 0.00461652 0.00349867 0.00221066 33.4549 3.53962 2.033 29.9152 2.55588 1.53539 1.01525 27.3594 25.3477 24.8376 24.3211 23.8071
internal_count=4034 136 3898 3831 3676 3639 2818 220 162 114 49 2598 821 2595 2549 1043 265 214 1506 56 41 1450 86 64 45 1364 1339 1324 1294 1275
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=15 16 19 19 16 8 19 15 9 9 6 6 0 3 6 13 0 16 18 6 18 6 3 13 13 5 13 6 7 7
split_gain=5.39978e-05 0.000129162 5.09128e-05 5.00667e-05 0.000156796 0.000270091 0.000109576 0.000186214 0.000293156 0.000327302 6.89205e-05 0.000365136 0.000465284 0.000171395 0.000211711 0.000461998 0.000149442 0.000111343 8.10334e-05 7.18725e-05 0.000322341 0.000101314 9.04995e-05 0.000240463 0.00703216 0.00936926 0.0049078 0.00108649 7.5439e-05 0.000168658
threshold=46.683480308100009 22.584947186600004 14.651182102100002 14.551174033150001 22.704946905950003 8.543332867800002 14.451165964200003 41.492094664050008 196.64273721640004 180.51130933560003 16.465384711100004 16.505385645700006 85.812895065800021 93.499196860750018 16.235379337050002 117.46680109370001 86.643628628100018 22.624947093000003 13.679220276500002 14.980350013450002 13.4793103924 14.745344522600002 83.538459487450012 117.35926276845002 109.96062599345002 17.089764221050004 108.17011287860002 7.5701768759500014 23.667467222350002 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=2 -2 3 6 5 -5 10 8 9 -8 13 12 -12 14 19 -16 18 -17 -13 21 -21 22 28 24 25 26 27 -24 -1 -30
right_child=1 -3 -4 4 -6 -7 7 -9 -10 -11 11 16 -14 -15 15 17 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0012435518070908242 7.8065344129531897e-05 -0.0018648967643643153 0.00099145056702345082 -0.0028143663478905441 0.00097584778492462027 -2.7207090075104279e-05 -0.00012696022681002393 0.0023382777476978595 -0.0017935482695521443 0.0029478843148380155 0.00014893324295098904 0.00010679253452611778 -0.0041079299231548882 -0.0017087962082526715 0.0034372663314312909 7.9664142679784859e-05 -0.00077566961874768296 0.0010834009857779788 0.0014198628817932426 0.00034149803027089444 -0.0026860841688552085 0.0013283976157811529 0.020574727004840566 -1.7823922329665325e-05 3.5532811898106449e-05 -0.099074951099284339 0.097297433676028236 -0.10007638170737572 -0.0017876574462234703 6.9613998077682824e-05
leaf_weight=0.50916629849976303 1.0036397620277755 0.51910820093525423 0.53487210106368266 0.52979410935222349 0.55432406120058875 1.0114951346937315 1.0015768383309498 0.52844044367296783 0.52972265694631904 0.52903309767680173 0.50366990932845002 5.9132903366822367 0.52379137595332281 0.52824355722516969 0.53319526892528202 4.0225147579731129 2.0162551308505243 1.5238172710924116 0.51056958548248133 1.0197589182007514 0.53676165250970131 0.56116016727662454 0.0011155227012250683 1.4998204484581945 0.5044199857966305 0.016176330283912622 0.0047966972706490196 0.0022555470554306289 0.50646712218042367 14.129034443535941
leaf_count=128 24 112 67 68 31 29 12 63 83 50 27 558 31 185 63 92 51 30 15 50 107 144 114 6 17 329 2 34 26 1486
internal_value=3.28221e-07 -0.000584295 2.2263e-05 9.31958e-06 -0.000466507 -0.00098525 3.55914e-05 0.000663606 0.000234081 0.000935815 -1.03786e-05 -0.000241265 -0.00202118 7.40248e-05 0.000111145 0.000625721 -2.45866e-05 0.000355434 0.000211156 -5.1023e-05 -0.000702555 6.1609e-06 -3.7045e-05 -0.00066428 -0.00249793 -0.0549923 0.0323137 -0.0601517 4.69712e-05 5.34241e-06
internal_weight=42.1083 1.52275 40.5855 40.0507 2.09561 1.54129 37.9551 2.58877 2.06033 1.53061 35.3663 9.46758 1.02746 25.8987 25.3705 6.07953 8.44012 5.54633 6.42386 19.2909 1.55652 17.7344 17.1733 2.02858 0.528764 0.0243441 0.00816777 0.00337107 15.1447 14.6355
internal_count=4034 136 3898 3831 128 97 3703 208 145 62 3495 682 58 2813 2628 185 624 122 573 2443 157 2286 2142 502 496 479 150 148 1640 1512
is_linear=0
shrinkage=0.1


Tree=843
num_leaves=31
num_cat=0
split_feature=8 5 5 6 0 3 13 6 6 3 5 5 14 2 18 17 18 7 17 7 9 5 2 2 9 0 3 7 16 15
split_gain=5.91308e-05 5.61383e-05 0.00038038 0.000297342 0.000102706 0.000165715 8.28212e-05 6.50115e-05 0.000146191 0.000155122 0.000187352 0.000151381 0.000112419 0.00261887 0.00156837 0.00101846 0.000599052 0.000971314 9.61223e-05 7.22563e-05 0.00037598 0.000236917 0.000157914 0.000119504 0.000308342 9.77518e-05 0.000241908 0.000219799 9.03082e-05 8.81785e-05
threshold=8.8430989333000021 23.455765688150006 23.042623356550003 16.405383309150004 86.479632682150012 93.579850604650019 117.56358558635002 16.565387047600002 16.455384477450004 92.781378539900018 21.336111252450003 22.649179082500002 285.93967426180006 210.62522394830003 14.012834869550002 209.79142458570001 14.876098287500001 25.677928533150006 188.83172615260003 23.699538637550003 200.76482212275002 20.748863230450002 60.327272492300004 132.99388411665004 191.29995577870002 93.953546284800012 83.538459487450012 23.899651152000004 22.564947233300003 35.965617804200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -3 5 -5 -7 8 11 10 -10 12 19 14 -14 16 -16 -18 -9 20 23 22 -21 24 29 27 -27 -24 -25 -1
right_child=-2 3 -4 4 -6 6 -8 18 9 -11 -12 -13 13 -15 15 -17 17 -19 -20 21 -22 -23 25 28 -26 26 -28 -29 -30 -31
leaf_value=0.00053358862697579451 -0.0010389642524684646 -0.0025591147498216123 0.0027018345495113546 -0.0018828465532137553 0.0012953120530780743 0.0012119347752631347 -0.0001563033800662518 2.1239005971068321e-07 -0.0028982487066858205 -0.00022171934059914833 -0.00018102894562511374 0.0017901571327855041 0.1000284376456976 0.00052642881149358458 -0.070819429192223352 0.076836993233101031 0.069778920156844143 -0.048511795663100925 0.0012553716895403993 -0.0017419530021374882 0.002884372079216217 -0.0021807471057794145 -0.00052188269134252987 -0.0010243697578257939 0.0027643267569656717 5.6787319477033909e-05 -0.0020939491806412562 0.0023698577660760385 4.7870333078761486e-05 -0.0010779068582380184
leaf_weight=1.0176844348976346 0.54057537242706999 0.52027422049547301 0.53644700675560031 0.51721339063078708 0.51195380293938786 0.50871464608746553 3.3939268266497131 1.5108064914202253 0.50886347778128793 7.1084343815318221 0.50614784751451225 0.51988854235314974 0.0040626299506923173 0.51470239969659004 0.0011523224089174562 0.0020426960581279296 0.0014957964569941203 0.0012952453153727466 1.0234553679062228 0.5112186413705001 0.52191927313106123 0.51999925641018663 0.5078678117484674 1.011079255354655 0.54620254918791022 14.119255176554368 0.54308364510172502 0.54482649356259572 3.5206202756962739 0.50956840098569944
leaf_count=196 201 146 53 18 9 377 219 31 38 106 6 47 18 709 32 89 55 98 31 47 19 20 17 123 138 783 258 82 32 36
internal_value=1.72528e-07 1.36873e-05 5.88443e-05 -0.000285412 -4.55506e-05 -0.000200863 2.20483e-05 1.89905e-05 -1.84477e-05 -0.000386845 -0.00154327 0.000101653 6.56731e-05 0.00151352 0.0520731 0.0195267 -0.0101605 0.0148835 0.000507105 3.38485e-05 0.000300525 -7.96469e-05 -1.23134e-05 9.63572e-05 0.000725186 4.39528e-05 -2.28746e-05 0.00097475 -0.00019136 -4.08736e-06
internal_weight=42.1048 41.5642 36.1121 5.45208 4.93181 4.41985 3.90264 35.5757 33.0414 8.12345 1.01501 24.918 24.3981 0.524751 0.0100487 0.00598606 0.00394336 0.00279104 2.53426 23.8733 7.12707 16.7463 16.2263 6.60515 2.07346 15.715 14.6623 1.05269 4.5317 1.52725
internal_count=4034 3833 3064 769 623 614 596 3011 2949 150 44 2799 2752 1001 292 274 185 153 62 1751 544 1207 1187 525 370 1140 1041 99 155 232
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=8 8 8 4 16 7 12 0 6 6 10 16 9 19 17 5 19 5 6 15 18 15 5 7 12 0 13 13 10 7
split_gain=4.78723e-05 4.60831e-05 0.00011776 0.000335518 0.000142539 9.61292e-05 0.00205167 0.00247041 0.00377054 0.00246549 0.00100753 0.000881352 0.000105583 9.57022e-05 0.000148061 9.71646e-05 8.74405e-05 0.000293665 7.05855e-05 7.7818e-05 0.00179151 5.78498e-05 0.000287451 0.00072158 0.000239887 0.00012852 0.000119307 7.50774e-05 0.000668773 4.41492e-05
threshold=8.8430989333000021 8.7431769115000026 8.6432548896500023 127.35214607660002 22.724946859200003 22.407814303000006 96.335870009550021 85.242941942100018 16.475384944750001 16.435384010100005 64.94239459915002 22.714946882600003 66.346857137250012 14.351157895250003 197.20536406400001 22.387336278850004 14.151141757350002 23.545618314050007 16.585387514950003 16.701947052500003 12.885811969150001 43.890399822900008 22.649179082500002 23.051546669900002 221.60958460755003 86.479632682150012 117.59584708395001 117.60660091645001 62.009286778800011 23.165384528550003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 5 6 -5 11 9 10 -9 12 -8 14 -4 -15 -3 -18 19 -7 -21 22 27 -24 -23 26 -26 28 -22 -30
right_child=-2 16 13 4 -6 18 7 8 -10 -11 -12 -13 -14 15 -16 -17 17 -19 -20 20 21 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.0525110781860064 -0.00093445094435336664 -5.9316431006627692e-05 -0.0025944211618996673 -0.00018452942661911748 0.0012913830825366473 -0.021406449368957529 0.020786042106295893 -0.10003539675880502 -0.10012206105431068 0.092710908379636067 0.016694599920415536 0.10002137499296425 -0.017268932424463999 0.00047985844905710395 -0.00018466522391617109 -0.0008924338606170958 0.0027913038854750476 -0.00059372386964718629 -0.0011436635334471437 -0.10011470503265403 0.0036125292331943403 -0.0023196018712062505 -0.000142338880252743 0.0043919988801474222 0.00018192781206825468 0.0014394170122916366 -0.001148089997642837 -0.00049766580025050258 0.00035728895893167071 -4.8157586275384366e-05
leaf_weight=0.0012184341665165679 0.54091669655291141 1.5050490233188605 0.51435099236403148 0.5037687404859138 0.88045350325228255 0.001691640737134458 0.0013917910516684949 0.0016676219394733162 0.0079019869719616498 0.0021165459220355842 0.0013284650699236971 0.0012924147304147482 0.0015311585608380092 1.0177492082439137 0.50561645987090742 1.0464853665331939 0.52471920847892739 0.50097946388860493 0.51051258596213145 0.0017858108330973668 0.52321561644203995 0.51677201862814559 1.0188807654299035 0.53537069291173445 2.0173668662098874 0.51964912998198531 1.0131827162886211 2.5244172670447815 3.0532500572179613 22.309552794340668
leaf_count=14 201 16 29 47 37 750 48 17 27 6 177 2 490 26 23 18 28 21 17 5 19 48 36 38 73 42 33 44 174 1528
internal_value=2.42205e-07 1.24066e-05 -1.44053e-05 3.64713e-05 3.46926e-05 3.13965e-06 -0.00134507 -0.035277 -0.0568268 0.0100895 -0.0482773 0.0312565 0.000851316 -0.000607404 -0.00139986 -0.00021584 0.000425935 0.00113796 2.34727e-05 4.09792e-05 4.20453e-05 4.7301e-05 9.53341e-05 0.00141954 -0.000306598 -1.35818e-05 -0.000262728 2.28907e-05 7.36556e-05 6.51281e-07
internal_weight=42.1042 41.5633 39.0325 35.9483 35.9471 35.0666 0.520999 0.01723 0.0130146 0.00511263 0.00299609 0.00421536 0.00292295 3.0842 1.01997 2.06423 2.53075 1.0257 34.5456 34.0351 34.0334 34.0317 29.9647 1.55425 4.06697 3.5502 3.03055 28.4104 25.886 25.3628
internal_count=4034 3833 3768 3672 3658 3621 814 767 227 200 194 540 538 96 52 44 65 49 2807 2790 2040 2035 1839 74 196 148 106 1765 1721 1702
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=2 0 10 10 10 16 3 13 4 19 10 10 7 2 13 15 5 10 5 19 17 10 18 13 10 13 3 15 6 5
split_gain=5.84363e-05 4.49147e-05 0.000342877 0.00154226 0.00163384 0.000265628 8.16307e-05 0.000191969 9.01708e-05 8.58128e-05 6.25004e-05 5.9832e-05 0.000335291 0.00015025 7.26995e-05 9.82828e-05 0.000130906 0.000102486 0.000330882 0.000520814 0.000258356 4.78038e-05 0.000307804 6.0485e-05 5.5428e-05 9.40671e-05 0.00018429 0.000110178 0.000338101 6.56144e-05
threshold=32.468269602050007 85.121961326250016 61.622148808000013 58.167480110400007 59.632689791450012 22.704946905950003 93.846007959550022 95.862351557400004 142.34057910165004 14.351157895250003 55.855406118200008 61.93938686740001 22.105125139000005 199.66651340635002 117.60660091645001 46.683480308100009 24.279163357700003 61.993156030000002 13.154029769200003 11.950964240300001 225.24191703875002 61.998532946250002 12.885811969150001 117.58509325145 62.020040611300011 117.55283175385001 93.394346993650018 42.246988155050012 16.495385412050002 22.127107789600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 10 -5 6 7 -3 -9 -8 -2 13 -13 -10 15 16 17 -14 19 -19 -21 -20 -23 24 -24 27 -27 29 -29 -26
right_child=1 5 -4 4 -6 -7 9 8 11 -11 -12 12 14 -15 -16 -17 -18 18 21 20 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.018765507075285012 0.039996361757916293 -0.042013909067635344 -0.00037365480298370813 -0.10002418396156615 -0.015744226611982031 0.0021483143372185618 3.2212945675983061e-05 0.0132634674140929 0.00092789630142250121 -0.0018033129730506974 0.018760584720306062 -0.04829647985469139 0.00099754414253802755 -0.00056079419660026882 -0.00054255030432417658 -0.0013652091196714638 0.0016223965256223266 0.088256048204164772 -0.00099288858650577487 -0.017128050725123311 0.04650470884566342 -0.026268656510544254 -0.001069808878040341 0.00075503575883204195 -5.3095407327687685e-05 0.0022619721067443969 -0.00041790118245199089 -0.0028476263547616474 0.00077377882444230493 0.00053729283988969781
leaf_weight=0.001659350553395166 0.0017830403288639912 0.0010870695116896858 0.85875991181967914 0.0027738408482336765 0.013469850675394468 0.57605316294848208 0.50260564769641647 0.0051324952728383213 2.0396890085394257 0.51638573575965796 0.0062232174095664533 0.0014390322022411741 1.0167913385375715 1.0154999002261318 2.5327019401677253 0.50982402137992622 0.51078432740268809 0.0010789631597072319 0.50304921512724732 0.0017363783037697175 0.0010087184862754839 0.0044635311933295388 0.5059025918199066 1.0092939612804901 25.875171714037748 0.51492562813655129 0.51152301254046506 0.52303058078838549 0.50839846464805305 2.0301460681694143
leaf_count=15 196 966 238 82 53 51 48 16 33 126 131 110 16 29 43 52 23 24 6 154 43 11 11 13 1372 30 22 55 6 59
internal_value=1.50886e-07 8.90512e-07 -0.000704791 -0.0124313 -0.0301362 1.60084e-05 -1.42148e-05 8.51279e-06 9.66573e-06 -0.000897961 0.0234899 7.94864e-06 -2.75766e-05 0.000433077 -2.56767e-05 1.27951e-05 3.37556e-05 9.17102e-06 -2.22443e-05 0.0293914 0.00625456 -2.57609e-05 -1.03076e-05 -6.58427e-06 -3.18131e-05 -1.42874e-05 0.000926477 -4.76583e-05 -0.00106261 -1.01439e-05
internal_weight=42.1024 42.1007 0.88301 0.0242499 0.0162437 41.2177 40.6417 39.6227 39.6216 1.01899 0.00800626 39.6165 36.5613 3.05519 36.5598 34.0271 33.5173 33.0065 31.9897 0.00382406 0.0027451 31.9859 31.4829 31.4784 30.4691 29.9632 1.02645 28.9367 1.03143 27.9053
internal_count=4034 4019 700 462 135 3319 3268 3094 2128 174 327 2112 2050 62 1940 1897 1845 1822 1806 221 197 1585 1579 1568 1555 1544 52 1492 61 1431
is_linear=0
shrinkage=0.1


Tree=846
num_leaves=31
num_cat=0
split_feature=2 5 6 16 15 6 18 2 17 15 10 16 5 16 7 7 6 6 16 6 15 6 6 6 5 6 2 2 7 12
split_gain=4.75099e-05 4.71789e-05 8.2201e-05 0.000172694 7.92555e-05 0.000255302 0.000147174 0.000136277 0.000109923 6.96226e-05 0.000446124 9.02807e-05 0.000147278 8.04655e-05 0.000413972 0.00124757 6.0065e-05 0.000115113 0.000495487 9.29178e-05 0.000320261 0.000115142 9.35209e-05 9.16965e-05 0.000143188 8.76057e-05 0.00010947 6.64542e-05 5.66713e-05 0.000128724
threshold=32.468269602050007 25.568932055400001 16.705390318750002 22.704946905950003 43.890399822900008 16.405383309150004 13.3584252364 217.08409765600001 188.41589330430003 41.492094664050008 62.046925192600007 22.674946976100003 20.482113285800001 22.654947022900004 22.233191240750003 22.105125139000005 16.455384477450004 15.975373262050001 22.554947256700004 14.980350013450002 35.517387705950007 14.745344522600002 14.415336812050002 16.565387047600002 21.043187000650004 16.435384010100005 165.44420596670003 143.46490108225001 23.667467222350002 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 4 9 -6 8 -8 -7 11 -11 13 -13 14 15 -2 17 19 -19 21 -21 22 28 24 -18 26 -20 -26 -16 -30
right_child=1 -3 -4 -5 5 6 7 -9 -10 10 -12 12 -14 -15 16 -17 23 18 25 20 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.016948753058625345 -0.028988606616427666 0.00094803394694611552 -0.00096618989502234216 0.0017261171523526801 -0.0025117209749505628 -0.00035979140487294809 -0.0022462873575220857 5.9144891404717173e-05 0.0011153102415595753 0.0030765003568387819 -0.00027891738434350385 0.00028290307859903547 -0.0021268778702366966 0.00089498057347381268 0.0010680265881240004 0.078546074661635282 -0.0012597974553262843 0.00334133457209891 0.00043832955470210965 -0.0027996406728089673 5.6442026535092611e-05 0.0014441320589031192 -0.0013334436964163169 0.00045489563530883232 0.00029318065404475296 0.00077207788591477939 -0.00076447747952158699 -0.00044789398023864176 -0.0015672877237538495 4.8096310290553907e-05
leaf_weight=0.0016538083073233114 0.0019413118087348849 0.51932035826785394 0.88190615862322275 0.5778316592190994 0.52051153088798807 1.0074403471127755 0.5116289080748968 0.51397968659897941 1.0132816731996355 0.53551012071329429 1.5236498309409778 0.50214470653736387 0.51243671098927734 1.0264951730005112 0.50862250585561675 0.0024284577036224608 1.5144279795472906 0.54528312574075144 1.5220900249460103 0.52825269849101575 1.5290159401511116 0.56031255818324055 0.51986559276226785 1.5201282808373688 2.0193331044138176 1.5140622546969096 1.5046774716029174 3.0192458880111417 0.50991812170250206 15.133765961193321
leaf_count=15 279 538 137 48 70 29 18 45 24 38 58 7 35 39 138 21 48 144 37 87 55 134 184 37 23 35 28 41 42 1600
internal_value=1.26373e-07 7.92182e-07 -1.10385e-05 9.65903e-06 -1.50621e-05 -0.000465003 -0.00011529 -0.00109093 0.000379891 2.88423e-05 0.000593701 -4.8771e-06 -0.00093421 2.32856e-05 -4.28597e-06 0.0307728 -8.43058e-06 6.98675e-05 0.000493074 -4.17191e-05 -0.000676925 3.41138e-05 -1.32736e-05 -0.000244842 -0.000407163 0.000151043 -0.000159614 -0.00015089 2.92164e-05 -4.5584e-06
internal_weight=42.1012 42.0995 41.5802 40.6983 40.1204 3.56684 3.04633 1.02561 2.02072 36.5536 2.05916 34.4944 1.01458 33.4799 32.4534 0.00436977 32.449 24.3759 5.08611 19.2898 2.05727 17.2325 16.6722 8.07314 6.55301 4.54083 3.02677 5.03858 16.1523 15.6437
internal_count=4034 4019 3481 3344 3296 186 116 63 53 3110 96 3014 42 2972 2933 300 2633 2484 244 2240 142 2098 1964 149 112 100 65 64 1780 1642
is_linear=0
shrinkage=0.1


Tree=847
num_leaves=31
num_cat=0
split_feature=19 2 15 9 16 10 17 5 12 15 5 3 6 6 9 16 18 6 4 18 13 7 3 10 9 15 7 6 18 8
split_gain=5.63986e-05 7.60696e-05 6.95711e-05 0.000313267 7.90427e-05 0.000161332 0.000570105 0.00010773 0.000416884 0.000147382 0.000100103 0.000135422 9.23628e-05 7.77365e-05 0.000138142 0.000149751 0.000389517 6.80205e-05 0.000160355 6.48424e-05 0.000298961 0.000593568 0.000226041 0.00522979 0.00592654 0.00773628 0.00285487 0.00318543 0.00267476 0.00452537
threshold=14.651182102100002 173.34516805710004 45.169600924000008 195.41812862360004 22.824946625350005 61.93938686740001 190.4716172434 23.455765688150006 235.23594993900002 42.713473568600008 21.991679690250006 93.819123378250012 16.705390318750002 16.455384477450004 189.78071820640002 22.594947163200004 13.142272494650003 16.545386580300001 254.30081718620002 13.975517741000003 116.72209819155002 22.938075114600004 83.538459487450012 70.206395618550019 204.02774515060003 28.626568391100005 24.225158517200004 14.845346859150002 14.382403557200002 8.543332867800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 10 9 -9 13 -1 -12 -13 19 -15 17 -17 -16 -19 20 21 -7 -21 28 25 26 27 -25 29 -24
right_child=1 -3 3 -5 -6 7 -8 8 -10 -11 11 12 -14 14 15 16 -18 18 -20 22 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013256990826877833 -0.00013036032228570414 0.0015812801754578232 4.6090237997348047e-05 -0.0026785140989777582 -0.0011764583685554759 -0.00055708207325781353 0.00369174982334861 -0.0031725718211995033 0.00033236578955328261 0.0016894658188793142 -0.001645035065674337 0.0013268427362791272 -0.00036923839246284378 0.00043076669993878869 -0.00041040531280939034 0.00017559338421373966 -0.0025894954744487813 0.0017564916828030947 -0.00074221052916753063 2.288803665144477e-05 7.9617047152276705e-05 0.0041942619461925413 -0.038813846601719326 -0.10013992806061632 -0.10006863475451747 -0.093119498405181259 0.073002145392417006 0.1000393395614418 0.0021223659472951227 0.034577636185796685
leaf_weight=0.51116158250052124 0.51781344340224567 0.52078915328456787 2.0165436055816639 0.53367586810155643 0.54864865550481923 0.51564467276287984 0.53645823018241623 0.51240541970723086 1.0048357711072915 0.51460321793660924 0.5092491729883476 0.51261551059477806 0.85927130508730465 2.0227161647483749 3.0130172744839006 1.007837994839065 1.0302380415869832 0.52397778771085179 0.50375669203094731 14.641537857754656 8.5815255449979286 0.53648097612851497 0.037575249426679891 0.0023996193207977906 0.011245769748567613 0.0068073424883144931 0.0082600796349547936 0.0011887279106304049 0.54740793554109712 0.010821158699400257
leaf_count=32 41 36 79 131 70 228 38 147 35 47 11 134 273 38 53 12 31 53 10 1616 227 67 69 80 191 94 28 1 144 18
internal_value=1.56426e-07 0.000727912 -1.82511e-05 -0.000524079 1.52445e-05 3.24672e-05 0.000745459 -2.71367e-05 -0.000851328 1.01726e-05 8.47712e-05 -0.000252426 0.000264515 -1.60125e-05 -0.000285081 -0.000523278 -0.00122215 -0.000170782 0.000531722 7.15295e-05 0.000274675 0.00186564 -5.66555e-05 -0.00191798 -0.0427276 -0.00816214 0.0406489 -0.0338256 0.000130127 -0.0224039
internal_weight=42.1005 1.0386 41.0619 2.55022 38.5117 37.963 2.92876 35.0343 1.51724 33.517 2.3923 1.88114 1.37189 33.0024 8.10154 6.07883 2.03808 4.04075 1.02773 24.9009 9.63365 1.05213 15.2672 0.625706 0.0299015 0.0186558 0.0118484 0.00358835 0.595804 0.0483964
internal_count=4034 77 3957 210 3747 3677 488 3189 182 3007 450 418 407 2960 197 159 43 116 63 2763 522 295 2241 625 394 203 109 81 231 87
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=8 19 4 15 17 7 16 10 17 15 17 16 15 13 8 18 7 14 18 18 19 7 7 5 14 3 8 7 16 12
split_gain=6.67589e-05 5.06645e-05 6.81342e-05 5.9339e-05 0.00030404 8.66402e-05 5.38441e-05 0.00012059 0.000466604 0.000107101 8.96408e-05 0.000147283 7.93045e-05 0.000397947 0.00106335 6.4303e-05 0.000279311 0.000116488 0.000105636 0.000317017 0.000264922 0.000170737 0.00168084 9.95639e-05 0.000190315 8.77117e-05 0.000142028 0.000721569 0.000193766 0.000125733
threshold=8.8430989333000021 14.651182102100002 264.30477453730003 45.169600924000008 192.41413881610001 23.203497038450006 22.824946625350005 61.93938686740001 190.4716172434 43.890399822900008 188.19076296340003 22.744946812400002 13.019805569300003 98.050756475600011 7.1444245619500011 13.043896815850003 22.589037079550003 137.67556691715004 13.192618516750001 13.276755824150003 14.351157895250003 22.938075114600004 22.977992916200005 22.468249633400003 289.25304191355002 93.216908757050007 8.543332867800002 23.667467222350002 22.644947046300004 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -5 7 8 10 12 11 -1 -9 14 -14 16 -15 -17 20 -20 -19 -21 -23 25 -25 26 28 -28 29 -24
right_child=-2 2 -4 4 -6 -7 -8 9 -10 -11 -12 -13 13 15 -16 17 -18 18 19 21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0017761481484023342 -0.0011047578783798507 -0.0001087639516970204 0.0015190445984938597 -0.0010343501614871594 -0.0026083940580657935 0.00046976064202959095 -0.00095916186698824795 0.027599264934723158 0.0033311129523220409 -0.0010151825856916724 0.0011154705143501648 0.00036269237564906173 0.032382510314513661 6.4179661919973446e-05 -0.10001652805070248 0.028747328808868679 0.0025844032814128482 -0.0026853088824941268 0.0024509538775541891 -0.001825336086029827 -5.3681449120711009e-05 0.057715564843634021 -0.0015846919119055928 0.0023116292724430897 -0.00041125928550234933 -0.00077187680403782504 0.0040088130520598989 4.0700383465703843e-06 -0.0019970436846429001 2.4665145485443701e-06
leaf_weight=0.5129623954929059 0.53998053204741481 0.51281384629626703 0.51572824284085073 0.51338675765147934 0.52746303539523109 1.5074988407018279 0.54450938396621396 0.0010430184080253415 0.53515610327161311 1.0185566633286942 0.51243235557710076 0.86462646553991362 0.0011053350647288731 3.0178927709410774 0.0013444319224251711 0.0014076172810736356 0.51476348752294132 0.51173779897677407 0.53040733762725167 0.51249127581039999 1.5150885391776681 0.0050479409132176958 0.51173731605196238 0.52182949246389554 0.50520800259961351 1.5080590138932155 0.52826028153503868 3.0335737652965422 0.51673358089465082 20.252838451266904
leaf_count=415 201 23 23 67 111 13 25 535 38 36 19 11 435 154 207 4 18 79 70 130 44 10 42 16 28 18 27 113 28 1094
internal_value=-1.3047e-08 1.43422e-05 0.000707447 -3.24819e-06 -0.000470379 8.76556e-05 2.80959e-05 4.24563e-05 0.000724386 -4.78283e-06 -1.37039e-05 -0.000433732 2.54947e-05 2.46485e-05 -0.0402781 2.75535e-05 0.000431416 -1.92938e-05 -2.06234e-05 2.91091e-05 -0.000718121 -1.69396e-05 1.69054e-05 6.26706e-06 0.000972218 -3.13809e-05 1.35696e-05 0.000598019 -8.42491e-05 -3.66486e-05
internal_weight=42.0957 41.5557 1.02854 40.5272 2.54835 2.02089 37.9788 37.4343 2.42518 35.0091 1.89002 1.37759 33.9906 33.9895 0.00244977 33.9871 3.53266 30.4544 30.453 28.4262 2.02683 27.8958 27.3833 27.3782 1.02704 26.3512 24.8431 3.56183 21.2813 20.7646
internal_count=4034 3833 46 3787 191 80 3596 3571 483 3088 445 426 3052 2517 642 1875 172 1703 1699 1576 123 1506 1376 1366 44 1322 1304 140 1164 1136
is_linear=0
shrinkage=0.1


Tree=849
num_leaves=31
num_cat=0
split_feature=8 3 5 5 17 18 17 7 2 9 9 9 16 14 9 15 18 19 13 16 8 0 8 3 17 5 10 7 7 8
split_gain=5.4038e-05 4.59631e-05 0.000336317 0.000218117 0.00113619 0.00224964 0.00206722 0.00289278 0.00109908 0.000865802 0.000831169 0.000551594 0.000940482 0.000365588 0.00251538 0.000356334 0.0003235 7.71942e-05 0.000280846 5.3095e-05 0.00031131 6.23193e-05 4.91273e-05 7.50856e-05 7.02849e-05 0.000179651 0.000400431 0.000181078 0.000141063 9.26733e-05
threshold=8.8430989333000021 81.105404879350019 14.582249945350002 16.424511567200003 174.76883460675 13.303774303900001 179.91109285790003 23.729953793150003 56.478612905150008 195.41812862360004 177.77223095870002 190.73543849905005 18.554956610400005 143.06733454090002 179.18874144770004 27.437241680050004 11.80968402675 12.350996516100002 104.19119484555002 22.704946905950003 8.543332867800002 85.683849075550015 8.7431769115000026 93.765354215650021 195.42788627465004 22.246947245750004 61.901748453550006 23.445318439400001 23.667467222350002 8.6432548896500023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 5 9 7 8 -6 15 -8 12 -7 -12 -15 16 -5 -16 -19 21 -21 -20 24 -24 29 27 -27 -26 -29 -23
right_child=-2 3 -4 4 6 11 10 -9 -10 -11 13 -13 -14 14 17 -17 -18 18 19 20 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=2.2629140277189132e-05 -0.00099357687371377378 0.0020395751782636569 -0.0026761786644466778 -0.017847459327530842 0.10001729780349849 -0.031082069374198076 0.075789905402600763 -0.10018381636510126 -0.021713622263860092 -0.10011757880046109 -0.048360987090312856 0.10005659630495296 0.10001382397115305 -0.10008255936573758 -0.0012043146645722069 -0.045160207227708631 0.052649106377786553 0.0023473822268811721 -0.0011084903309139728 0.0017723632739111911 -0.001246041409787235 0.00016678279893954069 0.0010843097627104726 -0.00013349890307266939 0.0017107448778019914 0.00057175990282798872 -0.0033320405170400033 -0.0010757397777349021 -4.2550229658298378e-05 -0.00064975498927066625
leaf_weight=4.0215863340521976 0.54034341768871641 0.54282257982186521 0.52164217064306573 0.0011065472078822291 0.0011671613028760609 0.0010684174740134512 0.001447771186575574 0.0047766881934876437 0.0020347056435351639 0.0010074562742374837 0.0015618678880916495 0.0034985756647074595 0.0011218177314731292 0.0025100087514066107 0.50147265887790027 0.0010464399063998542 0.0015809385142931121 0.52211324576547369 0.51251210969706917 0.88397524914944259 0.55699973705486627 16.736943062324805 1.0202876624098274 1.0049839940911622 0.53085868489805932 0.50555967523541834 0.54710222316492185 1.5207050167227851 10.085704508706021 1.5158458256578331
leaf_count=1219 201 228 192 159 4 77 68 13 121 2 7 4 4 12 6 53 221 22 127 39 32 563 31 10 49 11 110 27 394 28
internal_value=1.80978e-08 1.29379e-05 -0.000287241 4.97851e-05 2.01681e-05 0.0330204 1.07273e-05 -0.0508853 0.0226604 -0.0178504 2.18678e-05 0.075419 0.036064 1.88582e-05 2.09314e-05 0.00434623 0.0236228 2.78256e-05 4.5016e-05 1.10791e-05 0.000605618 -1.41329e-05 2.62559e-06 0.000480007 -2.81232e-05 -0.000204002 -0.00145717 -9.53154e-05 -0.000177922 9.89715e-05
internal_weight=42.0954 41.555 4.54323 37.0118 36.469 0.0104302 36.4586 0.00797856 0.00320187 0.00474138 36.4506 0.00568881 0.00219024 36.4491 36.4476 0.00373393 0.00268749 36.4451 35.9436 35.4215 1.44097 33.9805 33.468 2.02527 31.4427 13.1899 1.05266 12.1373 11.6064 18.2528
internal_count=4034 3833 1411 2422 2194 520 1674 138 125 435 1536 85 81 1468 1461 433 380 1449 1443 1421 71 1350 1223 41 1182 591 121 470 421 591
is_linear=0
shrinkage=0.1


Tree=850
num_leaves=31
num_cat=0
split_feature=9 15 0 16 0 14 9 12 8 0 12 7 7 2 8 17 14 16 2 12 12 6 15 2 15 15 2 0 7 3
split_gain=5.34164e-05 0.000105641 6.15018e-05 0.000339051 6.26941e-05 0.000142182 4.81715e-05 0.000156808 6.35632e-05 5.932e-05 6.58204e-05 0.000213128 0.000145963 0.000176062 0.000169846 0.000427561 0.000130079 0.000249259 0.000122972 0.00462423 0.00242562 0.000196 0.000387282 0.000168235 0.000141601 0.00668252 0.00748319 0.00194803 0.00325569 0.00162944
threshold=219.96883426190004 35.098844929350008 85.121961326250016 22.704946905950003 85.683849075550015 143.06733454090002 215.54845996915003 145.97209859650005 8.8430989333000021 85.764502819450016 107.96682590455002 22.747724408400003 25.335171910400003 71.340832650850004 8.3434888241000014 183.19621122360005 170.13250779355005 22.664946999500003 96.242542698950004 120.18992510580001 121.36065266065002 13.835323260100003 33.762789462050002 103.92649527695001 25.852338405700003 22.662932349550001 174.09315058345001 100.69082235970002 25.525090111050002 81.430708313150021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 8 -8 9 -7 12 -12 13 14 15 -11 17 -15 21 -20 -21 -13 -23 -22 25 27 -27 28 -25 -30
right_child=1 -3 3 -5 5 6 7 -9 -10 10 11 18 -14 16 -16 -17 -18 -19 19 20 23 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.00080938972028525796 -0.0017275220407943857 0.00030507480438311742 -0.0010969357554271814 0.0024497244260499786 0.016103957168710124 0.00107746043087017 -0.00055968645328446519 0.0019164271416084605 -0.0011116371958365609 -0.00010216439519864243 -0.0020473726318241364 0.0001683193448272258 0.0018768752364044705 0.003117413465819438 0.00033477585479001475 -0.003414666658536512 0.00026453237359472633 3.3974568545331099e-07 0.099352954360928447 -0.10040152060826975 0.0017995082109402807 -0.0036653620314292716 -0.00029704307057963186 0.077750484478853077 2.3082868360539352e-05 -0.10012565306255675 0.074083378090522983 -0.00060388897349077553 0.032097708120231244 -0.10017261407031763
leaf_weight=0.87960155231722481 0.51271223701429824 0.51009532961955895 0.51339542141354755 0.5735989203999442 0.005492196076381072 0.51346617036710185 0.50666121404309616 0.51646224350290915 0.51214098351510884 1.5050743563662856 0.53788503887953609 1.5065869665814156 0.51452399176854768 0.52686491485769715 2.0231693699715834 0.52578460931426807 2.5219793290728134 0.50000116229057312 0.0046869905612102461 0.0024052855953183841 0.52326365086419713 0.51680090134715317 1.0054696304723618 0.0077924767593476607 24.300535636255315 0.0125865003189265 0.0030664546422094442 0.50803435825427912 0.001812394197679229 0.0019158948763644545
leaf_count=688 211 57 136 46 21 38 29 80 39 26 269 78 129 54 59 64 58 2 16 5 96 110 15 73 763 71 62 698 26 15
internal_value=1.27283e-08 -0.000713824 1.77897e-05 3.58927e-05 9.44559e-07 1.53584e-05 1.30985e-05 0.00069023 -5.0965e-06 9.99e-06 -4.8037e-06 -7.54026e-05 0.000246832 0.000136519 -0.000313722 -0.000959763 0.000650851 0.00159965 -3.80476e-05 3.38634e-05 1.55085e-05 -0.000640288 -0.00144057 2.5033e-05 -1.23534e-05 -0.0016213 -0.0659977 0.000318207 0.0409801 -0.0358734
internal_weight=42.0939 1.02281 41.0711 40.1915 39.6179 39.1045 39.099 1.02312 38.0758 37.5637 37.0502 28.9328 8.1174 7.60287 4.05403 2.03086 3.54885 1.02687 28.395 25.3661 25.3614 3.02886 1.52227 25.359 24.8357 0.535208 0.015653 0.519555 0.0115208 0.00372829
internal_count=4034 268 3766 3078 3032 2896 2875 109 2766 2727 2689 2297 392 263 149 90 114 56 2028 1825 1809 203 125 1804 1708 945 133 812 114 41
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=2 19 6 15 9 6 16 10 6 13 15 3 9 15 6 8 15 16 8 6 6 5 5 7 18 8 8 15 16 6
split_gain=4.4141e-05 4.60833e-05 9.87386e-05 4.91248e-05 0.000272266 7.46683e-05 0.00013683 0.000116193 0.000461943 9.12418e-05 7.8532e-05 7.57219e-05 0.000284542 0.00014329 0.000153146 0.0003861 8.67555e-05 0.000174588 0.000481947 0.000139595 0.000166335 0.000291241 0.000151075 0.000101439 0.000459165 0.000134082 0.00010031 8.1112e-05 7.78177e-05 4.64442e-05
threshold=32.468269602050007 14.651182102100002 16.415383542800004 45.169600924000008 195.41812862360004 16.705390318750002 22.704946905950003 61.93938686740001 16.485385178400005 117.69263157665002 41.29990759910001 93.216908757050007 201.14010537530001 34.884393272300009 16.505385645700006 8.543332867800002 37.870720399650004 22.604947139800004 8.7431769115000026 16.455384477450004 16.265380038000004 21.454033346250004 20.849573174100005 23.397000037200005 13.712081531300003 8.4434108459500017 8.543332867800002 41.492094664050008 22.624947093000003 14.980350013450002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 5 -5 6 7 8 -2 10 -10 16 13 -13 15 -15 19 23 -19 20 22 -22 28 -18 -25 -26 -21 -16 29 -9
right_child=1 2 -4 4 -6 -7 -8 11 9 -11 -12 12 -14 14 27 -17 17 18 -20 26 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.016392679751910822 0.0032961925440897358 -0.00034093517546424117 0.0016110083959044929 9.0652665934118761e-05 -0.0024482565291695547 -0.00090082324370175542 0.0015760973190059428 3.2646040486012348e-05 -0.0015720252119100601 0.00094563417622818579 0.00019189240174550089 0.0014480252220936804 -0.0026233278674266162 -0.0032539205136485438 -0.00026355564594750274 -0.00014155332199876922 -0.00053624760893579686 0.0036642285573173965 -0.00066145380733725846 -0.0012419119911002911 0.0029205691887866283 -0.00043550527327288196 -0.0017130702666018683 0.0031590453142079124 -0.0015844523962987623 0.00029139018375689841 -0.00016515580740123688 0.00089256443747898456 0.00088665591008015043 -0.00054200044889227898
leaf_weight=0.0016425858230054704 0.52613519536599707 0.50593952372676543 0.53128254581724832 2.0171248117546643 0.53424445415580146 0.87550421935745149 0.56625621406965265 16.717794751298307 0.50631238059341732 0.51247800311625136 0.5032981816038955 0.50849024051684466 0.50947371039665856 0.54160220397665204 1.5147521389735632 1.5093878608743123 1.5147764038920271 0.53165182108205022 0.49961050860656542 1.5198319343488145 0.5312444459668757 0.50379018011153676 0.50948489916901607 0.51633772882632945 0.51004824239551538 1.5065636496827588 2.0086261811885038 1.0124649143568829 1.008507758964696 1.5356641789667254
leaf_count=15 78 14 59 79 131 423 28 2137 89 21 6 183 16 78 35 19 36 51 5 40 121 5 89 8 66 23 38 16 17 108
internal_value=-4.7207e-08 5.92545e-07 0.000658883 -1.60401e-05 -0.000440983 1.21205e-05 3.33642e-05 9.79107e-06 0.000741864 -0.000141082 -0.000692699 -3.3038e-05 -0.000370205 -0.000144537 -0.000321419 -0.000963432 3.111e-05 0.000407033 0.00156859 -4.73494e-05 5.12815e-05 0.00128704 -1.34105e-05 0.000111097 0.000498227 -0.000183054 -0.000628953 0.000199614 3.1546e-05 -1.5699e-05
internal_weight=42.0903 42.0887 1.03722 41.0515 2.55137 38.5001 37.6246 37.0583 2.04822 1.52209 1.00961 35.0101 5.59617 5.0867 4.57821 2.05099 29.4139 5.07899 1.03126 24.3349 20.8065 1.03503 19.7715 4.04773 2.53295 2.01661 3.52846 2.52722 19.262 18.2535
internal_count=4034 4019 73 3946 210 3736 3313 3285 194 116 95 3091 347 331 148 97 2744 189 56 2555 2477 126 2351 133 97 89 78 51 2262 2245
is_linear=0
shrinkage=0.1


Tree=852
num_leaves=31
num_cat=0
split_feature=8 10 6 10 0 8 5 12 17 5 9 4 14 17 15 17 15 6 15 13 7 7 3 2 2 4 13 17 6 3
split_gain=6.58477e-05 4.3948e-05 0.0003419 0.000320744 6.6059e-05 0.00021937 0.000213172 0.000522973 0.000386541 0.00212035 0.00038735 0.000124611 9.66387e-05 0.00151521 0.00031036 7.5406e-05 5.33615e-05 0.000426192 0.000131579 0.000110188 6.03845e-05 0.00026593 9.58213e-05 8.52212e-05 0.000252578 0.000191059 0.000131597 0.000294637 9.54348e-05 9.49592e-05
threshold=8.8430989333000021 75.634392583900009 12.350288562550002 75.408562100950022 96.959242474650011 8.3434888241000014 16.569990495050003 63.174563425750001 174.76883460675 19.234448447350001 71.898880373250009 261.79372527565005 143.06733454090002 179.11813834395002 26.384523135650003 179.91109285790003 31.385732506450001 14.815346158200002 32.393814985100008 108.21850512495001 22.516377366000004 22.233191240750003 95.346167596350014 108.63443756215001 98.465712168700023 215.69522860320004 117.69263157665002 191.37184185705004 16.515385879350003 93.394346993650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 -1 -8 9 -9 11 -11 -10 14 -14 -15 17 19 -18 -17 21 22 -20 24 29 28 -27 -28 -25 -22
right_child=-2 2 -4 -5 5 -7 7 8 12 10 -12 -13 13 15 -16 16 18 -19 20 -21 23 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0020782058368823061 -0.0010972997855046857 3.86175908945295e-05 -0.0026425796656613944 0.0025032511759760425 -0.0022948706886488398 -4.3456132537875706e-05 -0.060855410473835581 0.099890092325122692 -0.02856260581218642 0.030949228043023542 -0.053120947734281804 -0.012873648212467281 -0.032014758993395814 0.025511937479507731 -0.10005485873778164 0.000192587927074014 -0.0016037927661277027 0.0029354170254067015 0.0012943760155359706 -0.0013830104063223424 -0.00024365406111043718 -0.0023610277365339479 -0.00042831815315019783 -0.0023094842772353598 0.0025388681207898882 -1.4427010168520298e-05 -0.00056809302404320307 0.0028166402790812902 -0.00037793291425511669 0.00094096069814202609
leaf_weight=0.51304902622268755 0.53986647810145783 4.0178793480552866 0.5394562967769837 0.5255151974343012 0.52306553982942405 2.50725934584068 0.0014109773252347626 0.0023820336470662864 0.0011827154885172267 0.0012022398854543152 0.0017871842099231963 0.0014097066358298976 0.0011028974385681725 0.0011611575381768038 0.0017095900397468 3.0195324476866863 0.51512506706389416 0.55760327815039801 0.5173162804967455 0.52034691670299071 2.012322961274549 0.56278262087277409 0.85907697184666176 0.51915467476829025 0.52064992202576821 20.753629663290145 0.5083695858484123 0.52049524020776516 0.50424761656904593 1.0195057571672803
leaf_count=62 201 1270 182 28 143 29 10 29 6 77 323 79 88 6 37 125 103 148 46 41 37 65 8 52 78 665 9 37 6 44
internal_value=-3.4668e-09 1.4254e-05 -0.000278758 5.03521e-05 1.5004e-05 -0.000432074 5.55222e-05 2.40026e-05 2.66118e-05 0.0238993 -0.0172481 0.00729737 2.16936e-05 2.27207e-05 -0.0733734 2.89929e-05 2.80938e-05 0.000365756 -1.99255e-05 -3.90182e-05 8.907e-06 -0.000529659 0.000219155 4.85291e-05 0.000504117 -2.24379e-05 4.03e-05 0.00114422 -0.00135778 0.000154693
internal_weight=42.0896 41.5497 4.55734 36.9924 36.4669 3.03032 33.4366 32.9235 32.9221 0.00678116 0.00439913 0.00261195 32.9153 32.9141 0.00281249 32.9113 32.9102 4.09748 28.8127 3.53988 28.2976 1.93918 1.37639 26.3584 3.55248 22.8059 21.7825 1.02886 1.0234 3.03183
internal_count=4034 3833 1452 2381 2353 172 2181 2119 2109 508 479 156 1601 1595 125 1470 1464 314 1150 166 1047 119 54 928 159 769 711 46 58 81
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=8 15 16 19 9 9 8 5 15 10 9 9 2 9 17 0 2 9 2 14 12 17 12 16 15 3 17 12 16 18
split_gain=5.33009e-05 4.88794e-05 0.00014032 6.48971e-05 0.000360234 0.000408845 0.000217795 0.000287158 0.000513421 6.58153e-05 4.6098e-05 0.000157026 0.000235231 0.000155691 0.000201219 0.000357321 0.000710111 0.000142654 0.000133153 0.000128781 0.000144599 0.000178812 0.000114741 8.20937e-05 0.000195378 0.000107056 8.31423e-05 0.000171588 0.000103518 0.000330858
threshold=8.8430989333000021 46.683480308100009 22.584947186600004 14.451165964200003 201.32298960505003 199.38481636575003 8.543332867800002 21.454033346250004 43.890399822900008 62.030794443850006 199.17419511990002 198.16621393750003 165.44420596670003 200.95377551580003 194.73806315685002 86.89903215050002 72.043920985000014 197.90890142995002 62.922191810850009 170.49106629835003 106.61257222060001 188.83172615260003 118.69549532925002 22.614947116400003 41.195083317300011 93.216908757050007 191.86029796145002 123.47238069670001 18.684956306450005 16.587089536200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 10 5 6 7 9 -9 -5 11 17 -13 14 15 -12 -17 -1 -15 -20 -21 -22 -23 24 26 -25 27 -24 29 -28
right_child=-2 2 -4 4 -6 -7 -8 8 -10 -11 13 12 -14 18 -16 16 -18 -19 19 20 21 22 23 25 -26 -27 28 -29 -30 -31
leaf_value=-0.00012781185820247705 -0.00098687732950223078 0.0001455656006819675 -0.0018827557899880347 -0.00043632702992699396 0.0028110531467788928 -0.0025972200803672245 -0.00083424594399080149 0.0042757112052669447 -0.00012212827043053351 0.00070196309786634556 0.00020450840179616671 -0.0028472279865698457 0.00018401819181607421 0.00082700248400992748 -0.00015233548262766128 -8.1449410797579559e-05 0.0051564048749951075 0.0015808514624430299 -0.0017131887145103973 0.0015447010350093638 -0.0019789930424621996 -0.00091144535298848207 -0.00046361587543496244 -0.0018583797108611335 0.0020016223295101585 0.00019253077468499056 -0.0028056196638182045 0.0021324040749964961 2.5940525968713731e-05 0.00077052918099785358
leaf_weight=12.552865965883566 0.54022699935989393 1.0037012452006386 0.51663020132693827 1.0136835764860768 0.53903559486894881 0.50803370049046126 1.0526342889053806 0.55238574472605229 0.51105112175173417 1.0181264214024848 1.5079211651464004 0.51732983824717738 0.50680597337427002 1.5149302733967172 2.0066357665687775 0.50250106282996376 0.5337736098021626 0.50840942204033091 0.51362983557510133 0.5143321298197322 0.52167240389601843 1.5093465107282753 0.50030883416303307 0.51377105038045445 0.51290943159671343 0.50438884420873364 0.52299130574757136 0.5184445864532794 8.0383441135429603 0.51196094199986841
leaf_count=2123 201 22 98 27 95 26 24 69 23 49 11 26 26 47 35 5 47 9 65 89 122 39 54 36 26 8 217 43 127 245
internal_value=2.46454e-08 1.28566e-05 -0.000543687 3.3995e-05 0.000363708 8.0368e-05 0.00040832 0.000830893 0.00216226 0.000134063 -1.51776e-05 -0.000154797 -0.00134718 7.9608e-05 0.000596402 0.00118694 0.00261651 -6.13022e-05 -6.55941e-05 -0.000157694 -0.000101305 -0.000163308 -9.11817e-05 1.53355e-05 9.76824e-05 -0.000842374 9.18273e-07 0.000857501 -9.52592e-05 -0.0010366
internal_weight=42.0888 41.5486 1.52033 40.0282 5.19495 4.65591 4.14788 3.09525 1.06344 2.03181 34.8333 14.0854 1.02414 20.7479 4.55083 2.5442 1.03627 13.0613 16.197 14.6821 14.1685 13.6541 13.1325 11.6231 10.605 1.01816 10.092 1.01875 9.0733 1.03495
internal_count=4034 3833 120 3713 313 218 192 168 92 76 3400 2184 52 1216 98 63 52 2132 1118 1071 1006 917 795 756 712 44 686 97 589 462
is_linear=0
shrinkage=0.1


Tree=854
num_leaves=31
num_cat=0
split_feature=8 14 8 16 8 16 13 0 3 13 16 16 6 8 4 19 10 16 3 13 13 15 15 14 15 5 3 8 16 18
split_gain=4.31493e-05 5.74799e-05 5.82919e-05 8.24071e-05 7.63151e-05 0.000159239 0.000111757 0.000246777 0.000729983 0.000208993 0.000551342 8.14947e-05 7.76426e-05 5.69968e-05 0.000219206 0.00489493 0.00120172 0.0018003 0.00423802 0.000538844 0.00155492 0.000880801 0.000873699 0.000434229 0.000121762 0.000171817 0.000191247 0.000113577 0.000680059 0.000378378
threshold=8.8430989333000021 128.57956104760004 8.7431769115000026 22.614947116400003 8.6432548896500023 22.724946859200003 117.60660091645001 86.479632682150012 93.794927255050013 117.58509325145 22.604947139800004 22.604947139800004 16.575387281250006 8.4434108459500017 288.96005626495008 14.351157895250003 62.030794443850006 22.554947256700004 92.216802332500023 117.49368567500001 117.35926276845002 40.309074029200012 37.606388722050006 143.06733454090002 20.229639301750002 19.327153142150006 81.93344998355002 8.543332867800002 22.554947256700004 13.777522434500002
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 12 -11 -6 13 14 23 19 -17 -18 -19 20 21 22 24 -3 -16 26 -26 28 29 -15
right_child=-2 2 3 -5 11 -7 7 -9 -10 10 -12 -13 -14 27 15 16 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.019180147067823616 -0.00088762116814062914 0.052082791243179639 0.001169871515106667 6.6410309561758208e-06 -0.000124598827278394 0.0013500976263533474 -0.0044217326556875288 0.00028027484876975344 -0.00014811831640563716 -0.00018205328236382075 0.0038131643958570802 -0.0012065940369868223 -0.0012320992819968577 0.002414648652682796 -0.027405221175807709 0.10004665387068828 0.093055232015523293 0.085359608947243051 -0.10005753980382062 8.4939130878517342e-05 0.10006242046530255 -0.069515346656902802 0.09833537491544303 3.673247829111521e-05 0.0027312124846304046 -0.022265445808350035 0.055762182850636346 0.00011202416864812045 -0.0039538697003461158 -0.00072237970343173115
leaf_weight=0.0015643067850693573 0.54055135996358572 0.0016031515842794821 1.0210220624501283 1.5092838364317058 2.025320042064894 0.88030653807800163 0.54264873496868049 2.0265963909835136 1.5171402159354965 1.0039540128345827 0.52658962794437814 1.0606676608133971 0.50758411861948971 0.51374052483879662 0.0011415273284346656 0.0050550375726743377 0.0035286076836200664 0.0026654249086277559 0.0022933533284978935 0.50319255011830666 0.0020985537703381851 0.0013764949960692885 0.0011326648200521428 22.290715170771346 0.0018046099773082612 0.0012015692243345505 0.001091271759915502 3.5344949988020655 0.52981441602649937 1.5283151860219248
leaf_count=15 201 4 28 36 66 37 46 38 148 19 44 30 271 27 553 7 16 18 29 32 2 21 20 1743 166 94 56 117 51 99
internal_value=6.88083e-08 1.16179e-05 1.08962e-05 0.000476025 -1.92687e-05 2.17188e-05 -1.16447e-05 -0.000503173 -0.001274 5.32247e-05 0.00119252 -0.000496485 -6.01989e-06 1.54955e-05 8.81112e-05 0.00210473 0.0614474 0.038458 -0.000392771 0.00053829 0.0237057 0.00302481 0.018696 4.04754e-05 0.001478 0.0095247 0.0227152 -0.000255862 -0.000761445 6.68341e-05
internal_weight=42.0885 41.5479 41.5464 2.53031 39.0161 35.9301 35.0498 4.08639 2.05979 30.9634 1.53054 3.08599 29.4328 28.9253 22.8189 0.526582 0.0135424 0.00848739 0.00495878 0.513039 0.00984669 0.00774814 0.00637164 22.2923 0.00523898 0.00409745 0.00289588 6.10637 2.57187 2.04206
internal_count=4034 3833 3818 64 3754 3658 3621 232 194 3389 63 96 3326 3055 2761 1014 70 63 47 944 912 910 889 1747 869 316 222 294 177 126
is_linear=0
shrinkage=0.1


Tree=855
num_leaves=31
num_cat=0
split_feature=17 15 16 19 2 17 14 16 15 6 18 5 4 18 4 5 7 10 13 13 3 16 15 16 15 0 9 5 5 2
split_gain=4.00659e-05 0.000626368 0.00263254 0.000729989 0.00038937 0.000323654 0.000226415 0.000137817 6.85449e-05 0.000363864 0.000142049 0.000124219 0.000370462 0.000168606 0.000359163 0.000109866 8.27434e-05 7.16546e-05 0.000680869 0.00037962 0.000196397 8.63438e-05 0.000252797 0.000140961 6.50329e-05 0.000375671 0.000474299 0.000534505 0.000100999 0.000137713
threshold=183.35201426355002 18.946678378300003 14.694965636800001 11.750948102400001 53.810443956900009 182.50770257345002 143.06733454090002 22.704946905950003 43.890399822900008 16.405383309150004 13.405476405600002 22.649179082500002 245.59135436325002 13.24088655595 286.86996866160007 22.53967987815 23.314707969200004 75.634392583900009 101.53768667075001 104.51649827935002 77.489428693900024 18.664956353200004 27.063546193350003 15.404963976500001 37.870720399650004 86.329079026800017 200.95377551580003 21.723721974650005 20.911722254300006 131.42729508740004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 -1 -6 8 11 -10 16 15 -13 -14 -15 17 -11 19 20 -8 -19 23 -23 -21 28 -26 27 -27 -24 -30
right_child=1 4 -4 -5 6 -7 7 -9 9 10 -12 12 13 14 -16 -17 -18 18 -20 21 -22 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-1.2299134885887582e-05 0.014151067787324985 -0.040575447028581235 0.09327514933124903 -0.10004297117981434 0.0452632761844508 -0.002633855593676758 0.0027102643702479178 0.0015549933163662602 -0.0028438617217580397 -0.00011941559413915864 -0.0015279384253954322 0.0030822908066279872 -0.00084097823279361645 0.0029526928261492239 -0.00027635159852093928 -0.0014541000762183995 0.00098987731538524603 -0.00022618653586675333 -0.0036956530655949272 0.00032526860680360018 0.0020376926815616095 0.0022455228566178576 7.5706358944124203e-05 -0.002011413653602614 -0.002111636324462133 0.00023201874110560162 -1.405459004764125e-06 0.0047716008920089866 -0.00012270340073731372 -0.0012364666577813065
leaf_weight=5.3934074243720032 0.0010243003348662716 0.002360850561237692 0.0031427383282083277 0.0012344314658832636 0.0011069144820784462 0.51599176046403616 0.5342648064855976 0.5874597508239664 0.52076262410697571 2.0155734954958464 0.52732341220973911 0.52552803290382089 1.0054764954180018 0.52289344525092918 1.0094640233964502 0.51341472541653743 1.0090521779275148 1.5086371987646074 0.52409865750090912 0.50109016895294589 0.51367990323913382 0.51542869477816822 13.652091019868697 0.53253197208865743 0.53148206229306438 0.51056447975832975 2.5243199326276056 0.52718265552249477 4.0237803583404448 1.5331825777559513
leaf_count=1217 439 16 26 136 7 60 103 96 89 66 68 31 17 22 40 33 7 226 137 2 113 20 437 280 59 19 79 27 111 51
internal_value=2.07802e-07 3.96407e-05 0.0340904 -0.0482577 3.45561e-05 -0.000241206 3.72067e-05 3.58227e-05 1.0741e-05 -0.000375314 -1.33929e-05 6.06406e-05 0.000665681 0.000165256 0.00082551 -4.51708e-06 0.000250658 2.21272e-05 -0.000483581 7.28539e-05 0.000348852 1.61544e-05 5.49843e-05 -0.000878612 6.53191e-06 0.000368414 0.000738453 0.00253816 -7.05871e-05 -0.000429994
internal_weight=42.0876 36.1782 0.00540147 0.00225873 36.1728 5.9094 36.1704 36.1693 35.5818 4.07271 3.55195 31.5091 3.06336 2.53783 1.53236 28.4457 3.02463 27.9323 2.54642 25.3859 2.02232 24.8517 23.818 1.03362 23.3026 4.09355 3.56207 1.03775 19.2091 5.55696
internal_count=4034 2757 601 575 2156 1277 2140 2133 2037 230 141 1807 110 79 62 1697 73 1664 476 1188 339 1085 803 282 783 184 125 46 599 162
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=9 15 9 12 9 9 7 9 4 16 3 16 17 5 3 16 7 9 13 6 12 6 17 6 6 14 10 4 8 4
split_gain=5.45519e-05 9.80921e-05 5.93678e-05 0.000102591 5.375e-05 0.000150721 0.000291151 0.000146912 0.000193151 5.77639e-05 0.000153109 0.000514611 0.000170312 0.00283232 0.00481589 0.00674758 0.000973263 0.000143774 0.000115504 0.00010677 0.000329234 8.98564e-05 0.000346919 0.000216517 0.000138264 0.000658493 7.42492e-05 7.02739e-05 0.000160454 0.000440208
threshold=219.96883426190004 35.098844929350008 215.54845996915003 145.97209859650005 210.65484416470002 214.31567825310003 24.081116689550004 209.86393725660002 202.19493194685001 22.624947093000003 93.281431752200021 22.604947139800004 189.31157886915003 23.389417063900002 93.499196860750018 22.594947163200004 22.356277907050004 206.75106037490002 117.56896250265002 16.545386580300001 149.09269374785001 16.305380972600002 195.00249838555001 14.825346391850003 16.455384477450004 234.88994499470002 62.020040611300011 161.32746469610001 8.3434888241000014 143.78867033265001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 7 6 -6 9 -9 10 17 12 13 14 -12 16 -16 27 -14 21 -21 22 -11 -24 25 -23 -26 28 29 -1
right_child=1 -3 3 -5 5 -7 -8 8 -10 19 11 -13 18 -15 15 -17 -18 -19 -20 20 -22 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0006966370302720113 -0.0016978837894142469 0.00026088720665581481 -0.00023801534307591214 0.0017622910916602964 0.00032203825150715508 9.7802304513161943e-05 -0.0030453773806839897 0.0025771191445650072 -0.0001769611038555992 -0.0024526406392950031 0.10008013860531902 -0.0035950175390451096 -0.0018708056747666218 4.7902467061160279e-05 0.0020527938897466963 0.080784565600028849 -0.10015968136930897 -0.0016299069023948229 -0.00013637798332850825 0.00015980439998216711 -0.0025811497139630606 0.00014414040171743851 -0.00074826643848804051 0.0021600791405838636 3.7169927272894383e-05 0.0042477034711241122 0.00099275941922903404 0.00011632034343140193 0.00020804159166411276 -0.0034504864861609878
leaf_weight=0.50337643205784832 0.51273416947492634 0.50992288971945943 0.50907293227236994 0.5165811344715614 0.50478561694051527 2.0128131872557953 0.52255464919491568 0.51541064861521479 0.50333386824512161 0.51393337134504591 0.0077309893094947386 0.52631888372697666 0.51508085883905774 0.50925808129132755 0.0011781998585689742 0.0050098835781682283 0.0044506306585390121 0.5237036820749229 1.5082973859629971 2.4230562577145061 0.53498590176371852 1.5117998713580498 0.50317082099354571 0.52104895362572279 4.030372837715424 0.52748933434895295 1.0186096963435156 18.253204418145174 1.5165326263922907 0.52073818443808684
leaf_count=11 211 57 47 87 37 52 147 15 33 26 4 79 50 500 85 6 8 205 31 75 52 43 8 44 72 43 29 1844 52 81
internal_value=2.4647e-07 -0.000721191 1.82132e-05 0.000769459 -1.0314e-06 -0.000405229 -0.00139079 3.21817e-05 0.0012164 -1.34915e-06 -8.86644e-05 -0.00074804 -0.000160656 0.00143942 0.0400161 -0.00363144 -0.0787651 6.5206e-06 -0.000577902 0.000182522 -0.000335919 0.000360298 -0.000332537 0.000731289 0.000510642 0.00120558 0.000229956 4.77349e-05 -0.000445016 -0.00141208
internal_weight=42.0866 1.02266 41.0639 1.02565 40.0382 3.04015 1.02734 36.9981 1.01874 35.9793 24.3949 3.07732 2.55101 0.527628 0.0183697 0.0106387 0.00562883 21.3176 2.02338 11.5845 2.95804 8.62642 1.53815 1.02422 7.08827 2.03929 5.04898 20.7939 2.54065 1.02411
internal_count=4034 268 3766 134 3632 236 184 3396 48 3348 2956 763 684 603 103 99 93 2193 81 392 127 265 78 52 187 86 101 1988 144 92
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=15 5 17 19 2 14 6 16 19 8 19 5 9 3 0 13 5 15 15 2 15 15 8 17 12 12 17 2 17 18
split_gain=4.8895e-05 0.000120537 9.07425e-05 6.36267e-05 9.06538e-05 9.71966e-05 5.03934e-05 0.000148163 0.000137468 0.000208667 0.000101735 0.000198974 0.000385741 7.73433e-05 0.000253037 0.000146324 0.000236236 0.000175035 0.000343461 8.54661e-05 7.85028e-05 0.000270982 0.00012435 7.70126e-05 4.56815e-05 0.00167668 4.98385e-05 0.000290847 0.000238027 0.000393535
threshold=46.683480308100009 25.322158499750007 160.21442126885003 14.651182102100002 41.467794892200004 143.06733454090002 16.705390318750002 22.704946905950003 14.551174033150001 8.543332867800002 14.451165964200003 22.783584484750005 196.64273721640004 93.499196860750018 85.925810307250018 117.67112391160002 23.626838821450004 41.195083317300011 43.216642080150002 154.31016903475003 39.883592142850006 39.296024648600003 8.6432548896500023 189.31157886915003 69.826413229550027 77.955876436550014 190.69924117675001 71.340832650850004 187.88259729165003 15.097325840300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 7 8 10 -10 13 12 -12 15 19 16 17 20 -19 -15 21 24 -22 -21 -7 -26 28 -28 -27 -30
right_child=1 -3 3 -5 5 6 -8 -9 9 -11 11 -13 -14 14 -16 -17 -18 18 -20 23 22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.028068699723056652 -0.001812571482307392 7.4081519309922034e-05 0.016003869510607231 0.001105544238372944 -0.016904741064957287 0.0009181313640816112 -0.00074293824051492379 0.0016280932600367662 -0.0025317899449931532 -8.0918916046558785e-05 0.0010093501161073609 0.0023863790152212632 -0.0021223209498544312 -0.0012915477527389986 -0.0024821956007512729 0.0012306601319638348 -0.0021137680789523792 0.0031607839859354343 3.7068349518998489e-06 0.00031765113089159353 -0.0019813264692509196 0.00229226224240054 0.00023704920054068196 -0.0010370865063536708 -0.078790884469000941 -3.5956050715937376e-05 0.0023569960580722814 -1.0225692557347141e-05 -0.0035548571529857294 0.00034593170596743865
leaf_weight=0.0011499996731946229 0.50846388461112768 1.0138889088425913 0.0035424698904539245 0.53479160810957083 0.0033984688704568047 0.50399062526415761 0.87515986080140962 0.56768936588377883 0.53009470467804831 1.0078783668303826 1.5255006817860683 0.52308706288844486 0.52995513957074525 0.52511154364272927 0.51729459312292636 1.0122842917917285 0.51561633620263947 0.52460308223428498 1.0042487937259919 2.5077990831634036 0.5077420767311398 0.51489925770465461 0.50300958787602212 0.50393617544783209 0.0027035164011327542 7.5667654298780622 0.53622467649497707 16.179042498418625 0.53038899446281451 0.50476333581255151
leaf_count=278 57 79 24 67 25 3 330 32 68 21 48 45 70 175 27 10 29 40 23 110 46 11 7 28 29 675 70 1430 126 51
internal_value=3.25142e-07 -0.000556058 2.12067e-05 2.20031e-05 7.52606e-06 6.11022e-06 7.54628e-06 2.43249e-05 7.24242e-07 -0.000925663 3.91907e-05 0.000645059 0.000201916 -6.14413e-06 -0.000416427 4.85598e-05 7.8501e-06 4.57311e-05 0.00108701 -0.00011429 -1.2477e-05 2.07118e-05 -0.000877332 9.09707e-05 -2.45803e-05 -4.3345e-05 -3.49358e-05 6.57146e-05 -0.00023052 -0.00165275
internal_weight=42.085 1.52235 40.5627 40.5615 40.0267 40.0232 40.0198 39.1446 38.5769 1.53797 37.039 2.57854 2.05546 34.4604 4.05414 30.4063 29.394 28.8784 1.52885 3.53685 27.3495 26.3388 1.01075 3.01174 25.8239 25.3199 25.3172 16.7153 8.60192 1.03515
internal_count=4034 136 3898 3620 3553 3529 3504 3174 3142 89 3053 163 118 2890 340 2550 2540 2511 63 313 2448 2395 53 138 2384 2381 2352 1500 852 177
is_linear=0
shrinkage=0.1


Tree=858
num_leaves=31
num_cat=0
split_feature=7 9 17 15 17 6 4 2 3 14 13 7 16 7 2 9 17 16 6 6 17 6 9 6 10 10 5 0 5 0
split_gain=4.64767e-05 0.00033006 0.000616535 0.000155918 0.000895307 0.000419372 0.000112231 0.0055297 0.0021218 0.00274017 0.000494452 0.00105777 0.000900619 9.92794e-05 6.7331e-05 6.39084e-05 0.000135114 0.000102806 7.38774e-05 0.000107037 7.59741e-05 0.000213018 6.65142e-05 0.000137263 5.8038e-05 0.000331343 0.000319658 9.5016e-05 0.000122629 6.47962e-05
threshold=23.109894804950002 195.30595290385003 189.31157886915003 40.94720173475001 188.10488866565001 16.525386113000007 169.88079978325004 125.56293566760002 93.765354215650021 190.42455785385002 117.56896250265002 22.747724408400003 20.824951302200002 23.150522195450005 105.5555618261 219.96883426190004 207.44645461240003 22.674946976100003 16.565387047600002 16.525386113000007 207.44645461240003 13.835323260100003 215.54845996915003 11.125259939900001 75.634392583900009 75.408562100950022 14.438098050150002 96.959242474650011 16.569990495050003 101.18549865570002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -5 -1 8 10 -10 11 12 -8 -2 -7 17 -17 18 19 20 22 -22 24 -24 25 27 29 28 -15 -26
right_child=13 2 -4 5 -6 14 7 -9 9 -11 -12 -13 -14 15 -16 16 -18 -19 -20 -21 21 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=9.8985676692367453e-05 0.0014229186838519302 0.00054133440894553551 -0.0042718968412552745 -0.0030488088517744375 0.0042047428397285784 -0.00048058599759334317 -0.07311629926624813 0.00024605313571428604 -0.10005987734855847 0.094338605419968469 -0.10017802276987904 -0.10027160255829948 0.044442708576630734 0.001654037519675845 0.00047939212169451821 -0.0018950964467393428 0.00040729316954806431 0.0014409668485929645 0.00086977570528002247 -0.00081465117883093617 0.00020684229019609529 -0.0022885533766599116 -0.00030468427210793314 0.0020201966555264605 0.00072734701268863068 0.0026002684717077547 -0.0025859375773605469 -0.00059582765298195231 8.3350282159152861e-05 -0.00022219270766727145
leaf_weight=2.5141364512925377 0.51988309322847115 0.53430760458581505 0.53020443569961007 0.52503923934447794 0.55069149828980934 1.4001584393117812 0.001270073345000261 0.50647701525044897 0.0012411894655792186 0.0017437908625240472 0.0062436733860522509 0.0029409379407017155 0.00133840499620419 0.50990854482680248 1.5278997047499343 0.51214306484884209 0.50741156866258974 0.52637818146780446 1.018886147865486 1.5174386035161322 1.0073893438034378 0.51798315283218332 0.49902779225753391 0.51710422570752446 1.0076798452864095 0.52458305754043877 0.52931257358580897 2.0231179460354651 19.736361248919401 2.5056386402482262
leaf_count=138 30 127 76 78 185 10 38 425 84 133 6 4 5 23 41 95 158 71 28 28 285 112 16 40 99 20 119 71 770 719
internal_value=3.1017e-07 -0.000214884 -0.001856 3.3297e-05 0.000495126 -0.000446317 -0.000177886 -0.00151331 -0.0618104 0.0135055 -0.0808738 -0.0591546 -0.012797 5.16303e-05 2.03434e-05 3.03242e-05 -0.000749244 5.48246e-05 3.19623e-05 4.33257e-06 4.66347e-05 -0.00064054 8.42683e-05 0.000878435 5.41982e-05 0.00011613 -0.000294999 5.76131e-05 0.000122909 5.01515e-05
internal_weight=42.0839 8.10369 1.06451 7.03918 3.58608 3.4531 3.03539 0.521255 0.0147781 0.00298498 0.0117931 0.00554942 0.00260848 33.9802 2.92806 33.4604 1.01955 32.4408 31.9144 30.8955 29.3781 1.52537 27.8527 1.01613 26.8366 22.794 4.04263 22.2694 20.2463 3.51332
internal_count=4034 1350 203 1147 1018 129 833 695 270 217 53 47 43 2684 51 2654 253 2401 2330 2302 2274 397 1877 56 1821 884 937 864 793 818
is_linear=0
shrinkage=0.1


Tree=859
num_leaves=31
num_cat=0
split_feature=15 18 16 16 10 15 0 6 3 2 7 5 9 6 8 7 7 19 0 5 18 18 3 18 2 7 0 6 7 5
split_gain=4.9534e-05 0.00024245 8.46377e-05 0.000149404 7.15012e-05 0.000207579 0.00016574 0.000162267 9.51184e-05 0.000231885 0.000201804 6.60635e-05 0.000554702 0.00339895 0.00107814 0.000590791 0.000461122 0.000346367 0.000409215 7.04341e-05 0.000317228 0.000552998 0.00016155 0.000118937 6.45047e-05 5.32085e-05 4.75944e-05 0.000192919 0.000254197 0.00324635
threshold=45.169600924000008 13.3584252364 22.824946625350005 22.704946905950003 62.041548276350007 42.246988155050012 86.83719761350001 16.555386813950005 93.394346993650018 185.01730422545003 23.165384528550003 22.127107789600004 184.85936449530001 16.165377701450002 7.8438787148500007 22.156669449150005 23.127267687200003 12.651020723000002 95.469836670350006 20.911722254300006 13.327513832500001 13.545319032100002 93.090551224900011 13.975517741000003 162.53466164215004 23.051546669900002 97.521130223850008 12.26528657645 24.346818680050003 17.089764221050004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 25 3 4 6 11 7 8 9 -1 -10 12 13 14 17 -14 24 -6 -19 26 -21 -22 23 -23 -13 -2 -17 -28 -29 -30
right_child=1 -3 -4 -5 5 -7 -8 -9 10 -11 -12 16 15 -15 -16 19 -18 18 -20 20 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00021579370393075403 -0.00089152773529516864 -0.002324974469443864 -0.0011973470702853495 0.0013283952714030697 -0.05186125798699516 -0.00201983690596987 0.0020028255653401603 0.0018625109541412178 -0.0021063443621555868 0.0013450698711176181 -1.4560857978506749e-05 0.00010401937656223445 -0.073215851754273073 -0.10006454573864412 0.100006212929516 0.00010598920817463581 0.0031104858751106745 -0.029716151720139895 0.050760594207549616 0.001867398330790366 -0.0037864249464113209 0.00041479010218345924 -0.0018889838511178315 -0.0012939342822260141 -0.0012062652946254666 0.00025320417014300113 3.4633463283697123e-05 0.00017081333384365998 -0.028127668682877135 -0.00059710155912852999
leaf_weight=2.5208035379255174 0.50871923080996673 0.5331906566987018 0.55339308490715566 0.89053750178027158 0.001004708261133587 0.52919863162760705 0.51899191047000393 0.52350002287288688 0.54478940267129905 1.5291735319478901 3.0061816777742933 1.5109675091219357 0.0011038734236262773 0.0035741175706789363 0.0014542711360263638 15.728997978603935 0.52334081977636993 0.0010821746603147317 0.0015183703699974682 0.52005943146286782 0.52100299741141531 2.0090432723300191 0.50642650536246936 0.51095846828346214 0.50006129035854763 2.0118116992027213 5.0175188798876826 0.50300206638121359 0.046814610977133242 0.50343405895227278
leaf_count=33 73 125 90 41 742 67 40 412 153 23 20 152 11 16 9 714 38 93 62 35 19 67 11 74 54 24 590 13 188 45
internal_value=2.07389e-07 -0.000387656 3.05556e-05 4.82169e-05 1.78836e-05 -5.74945e-05 0.00027027 0.000159594 4.23085e-05 0.000373551 -0.000335482 -2.09433e-05 -6.86646e-05 -0.0254118 0.0273239 -6.02063e-05 0.000466312 -0.00199434 0.0172715 -5.70844e-05 -0.000439098 -0.000777234 -0.000259199 6.83272e-05 -0.000221795 2.21627e-05 1.41933e-05 -0.000223644 -0.00145404 -0.00293937
internal_weight=42.0817 3.05372 39.0279 38.4745 37.584 28.9406 8.64344 8.12445 7.60095 4.04998 3.55097 28.4114 25.877 0.00863364 0.00505952 25.8684 2.53437 0.00360525 0.00260055 25.8673 4.06749 3.54743 3.02643 2.52 2.01103 2.52053 21.7998 6.07077 1.05325 0.550249
internal_count=4034 222 3812 3722 3681 3000 681 641 229 56 173 2933 2689 922 906 1767 244 897 155 1756 206 171 152 141 206 97 1550 836 246 233
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=8 8 16 8 4 16 16 13 0 18 10 15 18 18 18 18 18 18 17 0 6 4 5 18 5 6 4 15 19 2
split_gain=4.51476e-05 9.35702e-05 9.71464e-05 7.54492e-05 0.000313282 0.00012461 0.000121086 8.94392e-05 0.000205019 0.000738864 0.000184193 0.000568567 0.00951692 0.00630564 0.00198001 0.0035822 0.00111182 0.000348955 8.33538e-05 0.000115239 7.47589e-05 5.00891e-05 0.000254689 0.000226312 0.000175969 0.000113676 0.00330623 0.00449217 0.00196229 5.04208e-05
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 8.6432548896500023 127.35214607660002 22.724946859200003 22.604947139800004 117.60660091645001 86.479632682150012 13.036600629150001 62.009286778800011 44.891409666300007 13.4793103924 13.455547561900003 13.303774303900001 13.077716774800001 12.909082926650003 12.058732762750003 187.61467154115005 86.135510041400025 16.575387281250006 303.40376803900006 23.455765688150006 12.885811969150001 22.938948824900006 16.505385645700006 327.38578912530005 38.884669609800007 14.351157895250003 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=1 3 -3 4 -1 7 -5 10 9 18 11 12 13 14 15 16 17 -6 19 -9 21 22 23 -12 29 26 27 28 -23 -25
right_child=-2 2 -4 6 5 -7 -8 8 -10 -11 20 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.050695830956859325 -0.00090818361405718749 0.001353624139655519 9.1344584757179552e-05 -4.7807793375800594e-05 -0.0036750747601223968 0.0011883537962258869 -0.0013671958410082664 -0.0016087156328105522 0.00025775695233666676 -0.0043379880611410593 -0.034679716974055891 -0.00029326390181403847 0.00056862095994024593 -0.10037970153190182 0.09668684497405787 -0.10012843163665396 0.099496436828131724 0.052356987707737945 0.0010177293379577252 0.00052307555763948094 -0.0012188173212660538 0.03901671844421762 -0.0022175518321410105 2.9730895538032157e-05 0.0018527322633296571 -6.077508115316777e-05 0.00052026129940052819 0.094376144879773374 -0.10010606471703452 -0.00044019925468966216
leaf_weight=0.0012196185965639419 0.54014757919134027 1.0225580280723527 1.5100859121586507 2.0258337675212479 0.0018518566760781022 0.87959872577630349 1.0593002969730423 0.51234483810932452 2.0261894372004008 0.53959387462873509 0.0018796434123541364 1.0005893842027029 0.50265137318504072 0.0022574118338525287 0.015480733622098342 0.0015441716285582449 0.0045647579106970551 0.0027799810936995489 0.50595707834872872 0.50206444581272081 0.50643977457603995 0.0019400575634810355 0.51946056339240598 23.822554042925521 0.51410929775946002 1.005637346858572 0.51522758327738305 0.0084038999935710512 0.002123571393894963 2.5252187190464666
leaf_count=14 201 29 36 66 183 37 30 105 38 75 71 36 10 1 10 57 23 108 10 4 38 183 75 1635 26 36 657 27 4 209
internal_value=1.71477e-07 1.1983e-05 0.000600991 -2.62602e-05 1.4498e-05 1.27772e-05 -0.000500828 -1.67322e-05 -0.000456459 -0.00115897 4.13135e-05 0.00111043 0.00375484 0.0599915 0.0737979 0.0408078 0.064472 0.0299548 -3.0698e-05 -0.000553622 -1.43434e-05 6.75158e-06 -2.43924e-05 1.80164e-05 2.04443e-05 0.000562941 0.00175157 0.0526359 -0.0336861 -1.53081e-05
internal_weight=42.0796 41.5395 2.53264 39.0068 35.9217 35.9205 3.08513 35.0409 4.08615 2.05996 30.9547 1.53172 0.53113 0.0284789 0.0262215 0.0107408 0.0091966 0.00463184 1.52037 1.01441 29.423 28.9166 27.3832 26.8638 26.8619 1.53333 0.527695 0.0124675 0.00406363 26.3478
internal_count=4034 3833 65 3768 3672 3658 96 3621 232 194 3389 428 392 382 381 371 314 291 119 109 2961 2923 2016 1941 1870 907 871 214 187 1844
is_linear=0
shrinkage=0.1


Tree=861
num_leaves=31
num_cat=0
split_feature=0 10 10 10 16 10 10 3 19 14 0 3 15 8 15 5 18 7 6 13 16 18 10 15 18 14 8 18 14 18
split_gain=5.6814e-05 0.000304912 0.00102141 0.00154111 0.000240764 0.000199939 0.000649992 9.06109e-05 0.000123339 0.000109499 5.28252e-05 6.183e-05 0.000201956 0.000303774 0.000189752 0.000208002 0.00046468 0.000138719 8.9912e-05 0.000151572 0.000195336 0.000120608 0.000122767 9.95899e-05 0.000183659 5.44924e-05 0.00174597 0.00199198 0.000665638 0.00035527
threshold=85.121961326250016 61.622148808000013 58.167480110400007 59.632689791450012 22.704946905950003 57.041016153700006 55.855406118200008 93.846007959550022 14.351157895250003 143.06733454090002 85.812895065800021 93.620177476600006 45.560261772200008 8.3434888241000014 45.169600924000008 22.649179082500002 13.405476405600002 23.445318439400001 16.455384477450004 117.55283175385001 22.614947116400003 13.065205089100003 61.987779113750001 37.050691080100002 13.314799198000001 285.93967426180006 8.4434108459500017 14.444150028100003 287.72700792685004 16.587089536200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 6 -1 9 -9 -2 -11 14 13 -13 15 18 17 -17 19 25 -21 -20 -23 24 -24 -12 27 -27 -29 -30
right_child=4 -3 3 -5 -6 -7 -8 8 -10 10 11 12 -14 -15 -16 16 -18 -19 21 20 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=0.037835102479079466 0.014484834521335461 -0.00047922177807144467 -0.10002133321677285 -0.013626007225296451 0.0020487081810763824 0.02700042307928659 -0.051627627824772454 0.00017121969607680786 -0.00202996218405214 0.00050790389753998372 -2.8047191343274603e-05 0.0001681674467098148 0.00024433729231901292 -0.0032702676472436917 -0.0018606907868582883 0.0010362117030269602 0.0035225002099424623 -0.00061859839127726681 0.00047749475182852524 -8.8414022857715203e-05 0.0018759895545460488 -0.0015302579336368988 -0.00019950905738170177 -2.9003095111767983e-05 -0.0025008471680494494 0.091255798059377793 0.00013176316892680177 0.076251167973516054 -0.025274325711754489 0.02572117512654213
leaf_weight=0.0017285316613104146 0.0052273533728869328 0.85847360791304006 0.0024454184432852735 0.013261161607754257 0.57535887745052505 0.0055525526150464605 0.0015318412107122592 0.50301584852039105 0.51537002336394888 2.0273058088157816 21.818216925287 0.50717440669362124 1.506201150154993 0.52075772170064738 0.5292984582721364 1.0261414536211368 0.53917862668463357 1.0004634945653377 1.5068117780901946 1.0064270689545076 1.0184365969616918 1.007345250454591 1.00431885413127 3.5284524711751146 0.52966438596240539 0.0045170702124641259 0.50817082239539957 0.0011417371767131427 0.0038335286678171316 0.0021225436935825561
leaf_count=196 21 239 82 53 51 46 93 48 126 37 1617 19 22 25 68 38 74 5 12 28 26 13 9 36 78 67 55 32 301 517
internal_value=4.03916e-07 -0.000793273 -0.0117888 -0.0270772 1.7416e-05 0.0154586 -0.00419773 -1.13564e-05 -0.000942723 1.25947e-05 1.06841e-05 -1.61472e-05 -0.000493149 -0.00157377 1.83555e-05 4.71794e-05 0.000913433 0.00021929 -2.24091e-05 7.11568e-05 0.000899613 -0.000323275 -0.000522064 -0.000321449 -0.000994131 -3.9399e-06 0.00100797 0.0393437 0.00630663 -0.00710125
internal_weight=42.0779 0.882993 0.0245195 0.0157066 41.195 0.00881293 0.00326037 40.6196 1.01839 39.6012 39.596 37.5687 2.53413 1.02793 35.0345 34.5052 2.56578 2.0266 31.9395 24.3629 2.02486 7.57659 6.06978 5.06244 1.53398 22.338 0.519786 0.0116149 0.00709781 0.00595607
internal_count=4034 709 470 135 3325 335 289 3274 174 3100 3079 3042 66 44 2976 2908 117 43 2791 2643 54 148 136 123 87 2589 972 917 850 818
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=8 8 16 8 4 16 16 7 6 6 6 6 8 14 16 6 10 17 2 15 14 6 10 19 10 0 3 15 9 0
split_gain=5.45305e-05 7.39614e-05 8.0057e-05 6.8201e-05 0.000262507 0.00011168 0.000111097 7.67731e-05 0.00157722 0.00434188 0.00164264 0.00217545 0.000813119 0.000254219 6.41858e-05 0.000172903 0.000148015 9.63676e-05 0.000238702 0.000483624 7.32285e-05 0.000209933 5.84438e-05 5.15269e-05 0.000125674 0.000319314 0.000166085 0.00373949 0.00862485 0.00819212
threshold=8.8430989333000021 8.7431769115000026 22.614947116400003 8.6432548896500023 127.35214607660002 22.724946859200003 22.604947139800004 22.407814303000006 16.575387281250006 16.475384944750001 16.445384243750002 15.885371159150003 3.3473877318000005 163.71362709910002 22.624947093000003 16.545386580300001 61.93400995115001 188.19076296340003 176.84505046235003 37.050691080100002 279.22677125470005 16.465384711100004 61.950140699950005 14.251149826300002 69.999384342500022 86.692020874450009 83.538459487450012 28.626568391100005 214.61382006045002 93.133566555000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 9 10 11 12 -6 -13 16 17 -9 -16 19 -19 -20 -22 -18 24 25 -24 -26 -28 29 -29
right_child=-2 2 -4 6 5 -7 -8 14 -10 -11 -12 13 -14 -15 15 -17 22 18 20 -21 21 -23 23 -25 26 -27 27 28 -30 -31
leaf_value=0.046880797855393369 -0.00099841633637398077 0.0012208127597678605 7.4571968256921637e-05 -3.7829115183599502e-05 -0.017482808610792846 0.0011296972286585075 -0.0013015013865233056 -0.0017565475403266253 -0.00028131033117974715 -0.096782498294681621 0.087344353514482984 -0.10005976801674391 0.08853063344300996 -0.042765791888637904 -0.00021528012666553834 -0.00092589578521401743 0.001030716279718075 0.00043806676032997647 -0.00050826343075342296 0.0041622874982977917 0.0022570489477426597 -6.5374406000282508e-05 3.0016224079375828e-05 -0.00022846669187520001 2.1508818555670069e-05 0.0028197666991455206 0.00024764008503323396 0.10009751463467814 0.094538453351014962 -0.0769023218768492
leaf_weight=0.0011952862214447127 0.53958368818233182 1.0216492603676663 1.5097633490703541 2.0259580877818744 0.0011891119844590677 0.87928694367837934 1.0595849519645226 0.50637150067156156 0.50463344524183673 0.0062345477434566652 0.0022140897534796977 0.0015853739951126045 0.0018476561703276943 0.0015140470716389909 1.5136799634321887 1.0273251435565383 0.50882078015118892 1.0161838114436248 1.0052671344897279 0.53083571080001135 0.52504353874411469 1.5046137720751174 1.5156878217648166 10.119604495105195 13.630642996340933 0.56256969419606084 0.52309779418411251 0.0029430151917039992 0.0043676775340073517 0.023452162009856038
leaf_count=14 201 29 36 66 183 37 30 25 355 109 12 10 115 30 39 36 10 37 14 31 66 14 25 366 1546 167 145 1 22 263
internal_value=4.04941e-07 1.338e-05 0.000537182 -2.06139e-05 1.81411e-05 1.65816e-05 -0.000471778 -1.13509e-05 -0.0012183 -0.0336379 0.0135076 -0.0131346 0.0470188 -0.072072 6.80258e-06 0.000274231 -6.27247e-05 0.000476494 0.000705027 0.00171598 0.000189707 0.000535404 -3.08293e-05 -5.13027e-05 5.89387e-05 0.000785182 -4.74676e-05 -0.00174499 -0.0356282 -0.0571672
internal_weight=42.0767 41.5372 2.53141 39.0058 35.9202 35.919 3.08554 35.0397 0.519218 0.0145848 0.00835028 0.00613619 0.00303677 0.00309942 34.5205 7.12295 27.3976 6.09562 4.58194 1.54702 3.03492 2.02966 26.8912 26.3824 16.2628 2.07826 14.1845 0.553861 0.0307629 0.0263952
internal_count=4034 3833 65 3768 3672 3658 96 3621 814 459 350 338 298 40 2807 237 2570 201 162 68 94 80 2545 2535 2169 192 1977 431 286 264
is_linear=0
shrinkage=0.1


Tree=863
num_leaves=31
num_cat=0
split_feature=0 10 10 10 16 10 10 3 19 14 13 15 5 3 15 9 3 19 3 3 9 8 2 17 3 5 9 16 17 2
split_gain=6.17758e-05 0.000251378 0.000866828 0.00108248 0.000228378 0.00014648 0.000537584 5.74835e-05 0.000100085 8.0993e-05 4.71423e-05 0.000110459 0.000328639 9.97276e-05 0.000211473 0.000837345 0.000115339 0.000132734 9.52603e-05 9.11469e-05 0.00122602 0.00170021 0.000494186 0.000371188 0.000150753 0.000208601 0.00010722 9.33098e-05 5.10198e-05 0.000231852
threshold=85.121961326250016 61.622148808000013 58.167480110400007 60.613977009100005 22.704946905950003 57.041016153700006 55.855406118200008 93.846007959550022 14.351157895250003 143.06733454090002 117.56896250265002 42.246988155050012 23.928204628200003 93.499196860750018 38.098890576000009 202.49517884540003 93.794927255050013 14.351157895250003 93.579850604650019 93.281431752200021 185.44496129890004 7.8438787148500007 103.92649527695001 188.10488866565001 93.14163192940002 22.213482503200002 186.14781787895004 22.644947046300004 195.53954078470002 72.043920985000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 6 -1 9 -9 -2 11 19 -13 14 -12 -16 17 -15 -14 20 21 23 26 -11 25 27 -21 28 -22 -30
right_child=4 -3 3 -5 -6 -7 -8 8 -10 10 13 12 18 16 15 -17 -18 -19 -20 22 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.035896775234441354 0.012476787004119992 -0.00054490673450379487 -0.084629006569420961 -0.013326613311641642 0.0019973692745901207 0.02429261755982336 -0.046607682502333971 0.00025160595625792816 -0.0017307625162664231 -0.051135563821849112 2.579364204511281e-05 -0.0028962763125212681 -0.0007941509066513191 -0.0014844218096849704 0.004580065215397092 4.9635936810862549e-05 0.00050092134634734402 -1.0271595827226399e-05 0.0011446233375326091 -0.00051945487746918697 -0.00016516854533850714 0.1000133734845897 -0.003284445890279051 0.020778623451242234 0.0017153607772268306 0.0019767237361596451 0.0015383681722171071 -0.0013865005868325541 0.0021579004921358862 2.8094921177448278e-05
leaf_weight=0.001688204051980044 0.005209760369303206 0.85822871097266029 0.0025513357470676743 0.012867608778189543 0.57478682477494558 0.0054902469269530046 0.0014839594473855522 0.50324673518786522 0.51563617310875876 0.0011699480399796555 4.0172859359593058 0.53057209329514066 0.50670750696554001 1.0208194682491014 0.55825240520425756 1.5154471169335009 1.5107610789709722 1.520686043588739 0.50701088434252028 0.50109413340396602 12.64818444218796 0.0029120185672582011 0.5149131592180537 0.001856899389699746 0.51560153458922187 0.51712869217953894 0.51180553786616656 0.51341477329697127 0.53460023810452817 11.641582585234946
leaf_count=196 21 239 95 40 51 46 93 48 126 423 32 61 31 28 51 40 16 27 18 13 778 12 31 504 24 41 34 26 86 803
internal_value=2.85308e-07 -0.00082765 -0.0109042 -0.0251248 1.80198e-05 0.0144082 -0.00269937 -9.99151e-06 -0.000751631 9.09184e-06 7.45126e-06 -5.65899e-05 -0.000879853 0.00019338 0.000449135 0.00126925 -0.000191047 -0.000602378 0.000175526 -1.10285e-05 3.24689e-05 0.045463 -0.000761975 -0.00701791 2.22375e-05 -1.15269e-05 0.000520337 -5.21059e-05 -2.45081e-05 0.000121605
internal_weight=42.073 0.88231 0.0240814 0.0154189 41.1907 0.00866241 0.00317216 40.6159 1.01888 39.597 39.5918 29.4486 1.54429 10.1433 6.09099 2.0737 4.05227 2.54151 1.01372 27.9043 26.3765 0.00593887 1.52781 0.00302685 26.3705 25.8549 1.0129 25.3378 24.8244 12.1762
internal_count=4034 709 470 135 3325 335 289 3274 174 3100 3079 2885 110 194 123 91 71 55 49 2775 2697 939 78 927 1758 1734 47 1693 1667 889
is_linear=0
shrinkage=0.1


Tree=864
num_leaves=31
num_cat=0
split_feature=7 16 14 8 13 8 16 8 6 2 6 18 18 3 4 6 8 0 18 5 0 2 5 18 3 7 7 16 2 19
split_gain=5.0297e-05 0.000171663 6.40529e-05 5.79875e-05 0.000174271 6.27059e-05 7.51001e-05 4.94817e-05 0.000117532 0.000198724 5.31783e-05 5.79104e-05 0.000293799 0.000215173 0.000315465 0.000197749 0.000181188 0.000161898 0.000134287 8.77542e-05 0.000258891 9.16839e-05 0.000108577 8.47459e-05 7.91395e-05 0.000117577 0.000181755 0.000123473 0.000106068 7.60542e-05
threshold=21.725272673150005 22.704946905950003 143.06733454090002 8.8430989333000021 95.862351557400004 8.7431769115000026 22.614947116400003 8.6432548896500023 16.485385178400005 172.77856529855003 16.585387514950003 13.4793103924 13.531614672700002 92.598563387050021 143.78867033265001 16.405383309150004 8.2435668022500028 86.420486603250012 13.552878921100001 22.213482503200002 86.162394622750014 174.09315058345001 24.218679034200004 13.327513832500001 93.090551224900011 23.514778597300005 23.699538637550003 22.674946976100003 60.327272492300004 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 7 -7 10 9 -9 11 13 -13 14 -6 16 -15 -14 -19 23 21 -21 -23 29 25 27 -27 -20 -28 -17
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 -12 12 17 15 -16 19 -18 18 24 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00075320407897793958 0.01228001459916802 0.0017090014252287328 -0.041422901203779373 -0.0010528290314798477 -0.00021908730637463787 0.0011494928494063938 3.8635434105600552e-05 -0.0026522267218005691 0.0001088083019193611 0.00012733996265884288 -0.001008076541523217 -0.0024308336967414548 -0.0017478080682271633 9.1624247622849867e-05 0.0032881863400544237 -0.00017742602541042957 -0.0025697777759697191 0.0016294014042667834 -0.0021614406140059782 0.00095351011129747576 0.0019137738598809522 -0.00098854867539441261 0.00028170837816679999 -0.00092174439825669623 0.0012133785145001159 0.0013084732318528016 -0.0014845599597029027 3.4151613379184981e-05 -2.2881176320152885e-05 0.00084595999500980997
leaf_weight=0.86760079538021173 0.0042412974144231388 0.59044320969141395 0.0010154296186247738 0.52603942976666829 0.49929590309331107 1.0205881890562971 1.5075684710732913 0.5201892822717078 1.505769440645963 0.50879829172632185 0.51214051204030298 0.51698838357240973 0.52916694375610518 0.50549820420633274 0.52729039878158801 2.5123461398252394 0.51787100076251935 0.50790085793085182 0.52503468158643218 1.0196155779104854 1.0236769069524596 1.0109706889267327 2.0123309935701577 1.0064395030494777 0.51114440561468555 1.0193257338078385 0.51035410125158875 0.5001143217086792 18.230789983669446 1.0214141013166229
leaf_count=776 16 113 929 84 3 28 20 43 19 23 20 21 69 23 66 26 48 56 139 38 23 22 46 9 12 30 38 2 1224 68
internal_value=3.00984e-07 1.61668e-05 -8.44353e-06 -9.72694e-06 3.96225e-06 5.01174e-06 0.000487076 -2.74407e-05 -0.000454098 -0.00127783 3.44116e-06 1.84535e-05 -7.40715e-05 0.000199831 0.00158237 6.6315e-05 -0.00125517 -1.95166e-05 2.24265e-05 0.000207086 0.000493191 0.000133495 -0.000143057 -0.000112189 -1.58978e-05 -4.61273e-05 8.04471e-06 -0.00109033 -6.26852e-05 0.000118378
internal_weight=42.072 41.2044 40.6139 40.6097 40.0836 40.0826 2.52816 37.5545 2.53476 1.02899 35.0197 34.5076 22.8508 11.6567 1.02659 10.6302 1.02337 22.3338 21.8047 9.60679 5.06659 4.04292 3.0233 4.5402 21.2968 20.7856 19.7605 1.02515 18.7411 3.53376
internal_count=4034 3258 3145 3129 3045 2116 48 2068 85 66 1983 1963 1591 372 69 303 71 1570 1501 232 129 106 68 103 1445 1433 1292 141 1262 94
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=2 5 6 16 3 19 10 2 10 10 19 5 16 15 5 14 3 15 17 8 18 16 18 16 3 12 6 6 6 6
split_gain=4.84649e-05 5.13347e-05 8.10457e-05 0.000121104 4.76785e-05 7.22041e-05 6.91077e-05 0.000149417 0.00013257 0.000120416 0.000203686 0.000264168 0.000141337 9.40237e-05 0.000262959 4.92938e-05 0.000399392 0.000376033 0.000136564 0.000195289 0.000111315 6.50755e-05 7.70035e-05 0.0005875 0.000362597 0.000219048 8.56312e-05 0.00027348 0.000116804 0.000114879
threshold=32.468269602050007 25.568932055400001 16.705390318750002 22.704946905950003 93.846007959550022 14.351157895250003 61.93938686740001 199.66651340635002 61.987779113750001 62.041548276350007 14.451165964200003 24.107645372150007 22.604947139800004 42.246988155050012 24.218679034200004 241.71484286130001 93.090551224900011 38.884669609800007 193.70011821090003 8.2435668022500028 13.603286548350003 22.644947046300004 13.975517741000003 19.199955102150003 92.324340657750014 145.97209859650005 13.78532209185 13.65531905435 12.26528657645 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 3 4 6 -6 7 -2 -8 10 12 -12 -10 15 -15 17 18 21 19 -17 -20 22 24 25 -11 26 27 28 -24 -28
right_child=1 -3 -4 -5 5 -7 8 -9 9 13 11 -13 -14 14 -16 16 -18 -19 20 -21 -22 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.017689334390113842 0.00095606516792685371 0.00098926155312661522 -0.00096032617337332758 0.0014491675696154767 0.0001654493124786427 -0.0015189894288916721 -0.0008179509332794932 -0.00053000329965494824 -0.000317903613654102 0.0028015676023424221 0.0032873235211156454 9.1190996368235475e-05 0.00090164153024052522 -0.0025575332838337138 0.00063155515710543501 -0.00012516232257312178 -0.0029343007368306932 0.0027126066426785174 0.0015361442086875585 -0.0025201824438949947 6.5125054345306762e-06 -0.0011251203981028407 0.0001038686009156135 -0.0032874447907275256 4.6922904648267127e-05 0.0020419074356141636 -0.00081202220070794747 0.0017215000236220372 -0.0015258723830830034 4.8600745870886805e-05
leaf_weight=0.0015487232704022294 2.0391651711615952 0.51907552029834292 0.88095893699809735 0.57574967321397608 0.5027798954173901 0.51528844096519943 2.0285087519357594 1.0125416478795051 2.5147282758075233 0.54243102585766401 0.52579296498697636 0.50888961239252239 1.5275558497341988 0.52961275016582721 0.50518710999040195 1.0150851981056339 0.50958780309899765 0.52277758230320515 0.50769364542793471 0.51226727175367592 7.561362572589001 0.5076512597152022 3.0066465883004487 0.5543841153512411 4.013728368970078 0.52433029713866197 2.5122359932574909 1.0249613773457893 0.51510404996506398 4.0536671151669026
leaf_count=15 33 538 137 48 163 109 39 27 38 151 30 12 49 61 19 507 23 33 7 49 939 9 331 98 98 91 50 23 85 222
internal_value=2.9805e-07 9.49263e-07 -1.13973e-05 9.15772e-06 -1.15208e-05 -0.000687118 6.08091e-06 0.000462995 -3.26255e-05 1.42346e-05 0.000463411 0.00171536 0.000142955 -6.46229e-05 -0.00100063 -2.98868e-05 -0.000206235 7.03595e-05 -6.13691e-05 -0.000928441 0.000102755 -9.69248e-06 2.41185e-05 -0.000106967 0.000374876 4.4551e-05 -4.96909e-05 0.000283894 -0.000134503 -0.00028069
internal_weight=42.0713 42.0697 41.5507 40.6697 40.094 1.01807 39.0759 3.05171 36.0242 33.9957 5.07697 1.03468 4.04228 28.9187 1.0348 27.8839 10.106 17.7779 9.59641 1.52735 8.06906 17.2551 16.7475 12.1913 4.55616 11.6369 11.1126 4.54671 3.52175 6.5659
internal_count=4034 4019 3481 3344 3296 272 3024 60 2964 2925 129 42 87 2796 80 2716 1525 1191 1502 556 946 1158 1149 900 249 802 711 439 416 272
is_linear=0
shrinkage=0.1


Tree=866
num_leaves=31
num_cat=0
split_feature=7 9 18 14 7 17 7 0 3 5 5 10 15 4 18 6 19 6 18 6 6 5 9 0 7 9 0 19 6 6
split_gain=4.79668e-05 0.000139404 0.000134571 0.000263213 0.000263447 0.000146286 0.000112628 0.000101581 6.65495e-05 5.41737e-05 0.000272885 0.000628149 0.000111876 0.000102547 0.00012277 6.75427e-05 0.000188329 9.25191e-05 8.92456e-05 7.05302e-05 0.000203285 0.00013157 0.000128449 0.000178517 0.000367518 0.000148402 8.40621e-05 0.000332203 0.000321889 8.4477e-05
threshold=22.516377366000004 186.68586460755003 13.043896815850003 137.67556691715004 22.792619241600004 184.67080164680002 21.844899366700002 85.963448721100022 93.819123378250012 22.649179082500002 23.545618314050007 62.046925192600007 40.800303470200006 305.06590732205007 13.342238590850002 16.465384711100004 14.451165964200003 16.565387047600002 13.679220276500002 16.235379337050002 15.815369523550002 19.925387549600003 198.74336288960004 86.329079026800017 24.620444916200004 194.56033515110002 93.399723909900004 14.251149826300002 14.745344522600002 14.375335877400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 -4 -5 -2 -1 -3 9 12 11 -11 15 14 -12 16 19 18 -17 20 21 26 25 -24 -25 -21 27 -6 29 -28
right_child=2 7 3 4 8 -7 -8 -9 -10 10 13 -13 -14 -15 -16 17 -18 -19 -20 22 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.00046894182475142894 0.00010718728929434781 -0.0022109450617579761 0.045356316933593613 -0.0022237247894750516 -0.0028198967463743609 0.001656750732562772 0.0013903881797632056 -0.00025648141382137585 -0.0011184582824820108 0.0042417738193258189 0.0001575591684119531 -5.8469983341772689e-06 -0.0014860292180121604 0.00033279446282472166 -0.0013954693003002034 -0.00020188136442064991 0.0019152386453871316 0.00056579220133608807 -0.0011199344876009843 0.00033969899539534681 -0.0020265913447068229 0.0015734773813202197 1.8758166227992213e-05 0.003737998949210149 -4.2117682319849306e-05 -0.0016394109429415608 -6.5994801554807075e-06 0.00010570960148367762 0.0024221922670636278 -0.001305500876212555
leaf_weight=0.86369306141596625 1.5101513161265034 0.56315201283638072 0.0012782304547717107 0.53601174163585952 0.52317173817074136 1.0212189288377818 0.52310167678706476 0.5038384691642932 0.51574007279053447 0.52855844001169172 1.016008609331948 1.0200390082671869 0.51846163579889193 2.5312414111542552 1.0200657299064912 3.5272542077786389 0.54207512125139956 1.0224593474213177 1.5131395793596309 1.5060331578497419 0.50747654029510059 0.5179767433717285 1.0018126758513974 0.5272141360169369 0.50218692125599773 0.50623474193343998 14.63373870116178 1.5035934528532378 0.54516364802733441 0.518448864040434
leaf_count=722 31 125 4 139 77 36 123 22 122 29 23 37 61 81 24 34 64 39 48 71 20 137 5 37 7 11 1625 13 94 173
internal_value=3.06577e-07 -0.000428738 2.68808e-05 -2.12711e-05 -2.28352e-05 0.00073232 0.000232401 -0.00128804 9.44293e-06 2.55869e-05 0.000296776 0.00144393 -2.98532e-05 -9.2178e-05 -0.000620502 -4.1721e-06 7.30895e-05 -0.000301542 -0.000477483 2.92787e-05 -5.24112e-05 2.50845e-06 0.000408074 0.00096906 0.00189389 -0.000158194 -4.34022e-05 -0.000649481 3.48518e-05 -5.10428e-05
internal_weight=42.0705 2.45379 39.6168 37.0854 37.0841 2.53137 1.38679 1.06699 36.5481 36.0324 6.11591 1.5486 29.9164 4.56732 2.03607 29.398 23.3351 6.06285 5.04039 22.7931 18.7496 18.2421 4.04348 2.03121 1.0294 2.01227 17.7241 2.02677 15.6974 15.1522
internal_count=4034 992 3042 2975 2971 67 845 147 2832 2710 194 66 2516 128 47 2455 2334 121 82 2270 2139 2119 131 49 44 82 1982 90 1892 1798
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=8 7 12 9 18 7 9 6 18 5 17 7 6 16 2 15 3 3 18 9 19 16 0 16 16 6 5 8 17 7
split_gain=4.39661e-05 5.97776e-05 0.000207525 0.000139777 0.000120732 0.000146098 0.000324737 0.000116158 0.000322585 0.000111367 9.79141e-05 9.42807e-05 7.49572e-05 0.000184327 0.000291137 9.46063e-05 5.84609e-05 0.00023007 9.07682e-05 0.000161828 0.000160357 0.000151547 0.000111099 0.00197586 0.00684835 0.00646403 0.00456462 0.00442348 0.00102679 0.000949213
threshold=8.8430989333000021 22.516377366000004 63.174563425750001 186.68586460755003 13.043896815850003 22.907491544400003 189.78071820640002 16.565387047600002 13.431026577400003 20.444185446200006 184.67080164680002 21.844899366700002 16.525386113000007 22.644947046300004 199.66651340635002 13.019805569300003 93.216908757050007 93.69276584615001 13.843998451900001 200.76482212275002 14.351157895250003 22.604947139800004 93.953546284800012 20.844951255400005 19.199955102150003 16.235379337050002 17.679107616400003 8.1436447804000007 194.73806315685002 24.966719032500002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 6 -6 12 -9 -5 -4 -1 13 15 -15 -7 18 -18 19 -17 22 -22 23 24 29 26 -26 -28 -29 -20
right_child=-2 2 4 9 5 7 -8 8 -10 -11 -12 -13 -14 14 -16 16 17 -19 20 -21 21 -23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-0.0004491130885611602 -0.00089645491471509499 -0.035362164090202423 0.00020015638232826654 -0.00025270207358375199 -7.1832028918646692e-05 0.030338666955786887 -0.0029271598182528846 -0.00072043550105302888 0.0028170628754773976 -0.0023089111023796181 0.0014687897386196351 0.0012525482057873598 -0.00050966932643010173 0.0029376633744618045 0.00031869664010026136 0.0001377769868704428 -0.0012921367024376479 0.00044547713194880584 0.099688186462502132 0.0014801684222018677 -0.0025099278812669287 -7.9607639137238887e-05 -7.0731175709894034e-05 -0.00079302715615125737 0.021309752057356766 0.059008405622082864 0.014505133543627861 -0.04837531374472933 -0.10010010139547983 0.041571408265659623
leaf_weight=0.8636330294569402 0.53969540469355237 0.0016555569891342206 1.5084829223886411 0.50068312628718536 1.5173090813143157 0.0010266864687399338 0.54008607020664068 0.50337574208970071 0.52835496042098384 0.55580526830335941 1.0195774108964268 0.52262715713653407 2.5283833130882405 0.53785162440760759 2.0133668073422086 7.0389575436430487 1.5382768169213545 1.5099806856548221 0.0091875077199645994 1.0293656555004416 0.51941468872940066 0.50704811725154286 15.670288442268877 0.50758495650006807 0.016426538106316002 0.014438008674915181 0.0077189176807905815 0.006707052561978343 0.0089711667310439225 0.004048846392756684
leaf_count=720 201 3 26 11 106 497 65 7 43 40 28 123 48 37 66 136 52 64 37 28 92 20 1432 23 16 23 18 18 26 28
internal_value=3.15108e-07 1.19687e-05 4.19606e-05 -0.000467949 4.34602e-05 -2.75676e-06 -0.000821383 4.60606e-05 0.00109114 -0.00133445 0.000711802 0.000192422 1.38447e-05 5.66248e-05 0.000870831 -1.65439e-05 -1.76417e-05 -0.000431395 3.21301e-05 0.000309041 -9.72253e-05 -0.00130941 -2.06337e-05 0.00134446 0.0174184 0.00168632 -0.0190957 -0.0474634 -0.0779725 0.0819109
internal_weight=42.0703 41.5306 39.0879 2.44275 39.0862 36.5582 2.0574 34.5008 1.03173 1.05649 2.52806 1.38626 33.469 30.9407 2.55122 28.3894 28.3884 3.04826 25.3402 8.06832 17.2718 1.02646 16.2454 0.575083 0.067498 0.0542617 0.0398237 0.0233971 0.0156782 0.0132364
internal_count=4034 3833 2939 894 2936 2882 171 2711 50 51 54 843 2661 2613 103 2510 2013 116 1897 164 1733 112 1621 189 166 101 78 62 44 65
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=10 5 6 6 12 9 10 15 17 17 7 15 5 18 18 17 5 7 5 6 2 5 7 15 19 9 0 17 2 17
split_gain=4.23826e-05 0.000116263 0.000122263 0.000122155 0.000188423 0.000499047 0.000105313 0.000117409 0.000456889 0.000155146 0.000134229 0.000102661 0.000163197 7.57423e-05 0.00015971 6.05591e-05 5.76793e-05 0.000401616 6.91853e-05 0.000362857 8.83809e-05 7.28404e-05 9.78059e-05 4.351e-05 3.7482e-05 3.39224e-05 3.31268e-05 3.27497e-05 0.000229669 9.66176e-05
threshold=62.041548276350007 20.305669781650003 16.405383309150004 16.465384711100004 196.95882362420002 205.88909726980003 62.025417527550012 42.246988155050012 192.94032447935004 187.61467154115005 23.127267687200003 42.246988155050012 24.218679034200004 12.933745112000002 12.949585557300002 187.28691448030003 22.127107789600004 23.127267687200003 20.911722254300006 16.375382608200002 154.31016903475003 21.269675393700002 23.397000037200005 37.050691080100002 14.351157895250003 192.39832633775004 86.692020874450009 191.75825325995004 72.043920985000014 192.00947391610003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 24 -6 7 9 15 -5 13 16 -13 -11 -15 -9 18 25 23 -20 21 22 -21 27 -4 -18 -27 -2 -29 -30
right_child=11 2 3 6 5 -7 -8 8 -10 10 -12 12 -14 14 -16 -17 17 -19 19 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0016323141277454958 -0.00016900631597769169 -0.0014009616048971027 -0.00013384283178643038 -0.001903207349473465 0.0039346994049385305 -0.00047292247013609214 -0.0014478234871214326 0.00037442608583976436 0.0031701838005864084 -0.00030261544364231711 -0.00052486071774992995 -0.002265800810959858 0.00023970880069751054 -0.00013021844310869964 0.0023570743364132768 -0.00064344341886427318 0.0001955938534902967 0.0028960051453555957 -0.002882254976420666 -0.0014099124873644835 -0.0008751941270111679 0.00066835765032723972 0.00056016046960799505 0.00090988814750705786 0.00065283259040915212 -0.0011950748144264902 -4.8316749714083718e-05 0.0020939343143950434 0.0013351888587380309 -7.3466072508674999e-05
leaf_weight=0.51023251340029929 9.0965079769312638 0.52520931448340391 1.5074708851250831 0.52053898346706429 0.52756262485680616 0.50066666664315562 0.50968062218776289 1.3721949334043362 0.53642254272736511 0.54401418049507477 2.506963633548736 0.53181688237375835 0.50857335339949605 0.4995644837617873 0.53421210702394151 1.0182640522612869 1.0032736287201371 0.5224222647550717 0.53406330406109814 0.50575648513040572 1.0125259909182203 1.517388231068143 0.5022550720423169 0.5092736704690165 1.0124341956761782 0.5074806924166102 0.50019140460062772 0.54200659638302262 0.50916200127070688 11.140229201662347
leaf_count=18 1019 103 19 481 43 4 25 35 68 7 35 78 62 2 45 36 151 38 144 9 23 30 52 34 36 51 4 120 14 1248
internal_value=3.38499e-07 0.000153618 9.13423e-05 0.000158967 0.000647723 0.00178853 -5.66762e-05 3.74588e-05 0.0005327 -0.00027729 -7.0092e-05 -6.53892e-05 -0.00104103 0.000652493 0.00115511 -5.91559e-05 -2.96512e-05 0.000425728 -7.42465e-05 -0.000452613 -8.58491e-05 0.000230628 -0.000428298 -3.56287e-06 0.000182223 -0.000216023 -0.000625843 -2.54155e-05 8.17236e-05 -1.18977e-05
internal_weight=42.0684 12.6254 12.1152 11.59 3.54813 1.02823 8.04186 7.53217 2.92688 4.60529 4.08475 29.4429 1.04039 1.57779 1.03378 2.39046 28.4025 2.53337 25.8692 4.07199 3.53793 2.5254 1.00801 21.7972 2.51991 2.01095 1.00767 21.2879 12.1914 11.6494
internal_count=4034 957 939 836 102 47 734 709 139 570 89 3077 140 54 47 71 2937 244 2693 258 114 91 61 2435 55 206 55 2401 1382 1262
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=15 10 7 19 2 14 17 6 9 7 9 18 7 17 15 7 4 15 15 6 19 2 5 12 6 15 6 18 15 17
split_gain=4.29415e-05 9.42716e-05 8.48397e-05 6.77295e-05 5.17215e-05 8.79116e-05 5.40176e-05 0.000222197 5.57866e-05 5.52354e-05 0.000173878 0.000462847 0.000156378 0.000142661 0.000564883 0.00011247 0.000113959 0.000105204 0.000217077 9.01927e-05 0.000128388 0.000102286 9.85809e-05 6.53321e-05 0.000253649 0.000239952 0.000165632 0.000146304 0.000118263 8.49847e-05
threshold=46.683480308100009 61.977025281250008 23.626037400350004 14.651182102100002 282.50503784000006 128.57956104760004 205.83789591070004 13.975326531250003 219.21617201485003 23.109894804950002 195.30595290385003 13.131682570750003 23.150522195450005 188.10488866565001 40.974857724300008 22.671301016600001 197.64724210580002 45.169600924000008 41.800301886400014 16.465384711100004 14.451165964200003 154.31016903475003 21.991679690250006 149.09269374785001 14.825346391850003 36.548474543700003 14.785345457250001 13.565177112500001 25.852338405700003 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=3 2 -2 4 5 -1 8 -8 9 10 13 -12 -11 15 -15 16 -7 18 19 20 22 -21 23 24 26 -26 29 -25 -29 -14
right_child=1 -3 -4 -5 -6 6 7 -9 -10 12 11 -13 17 14 -16 -17 -18 -19 -20 21 -22 -23 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.017732311594126186 -0.00087838639587282203 -0.0016278934902372547 0.00095345027898210933 0.0011386474971063635 0.0010012275708118617 -0.00033347676046536974 0.00010270075820457581 -0.0022912738600172509 -0.0010190225592021686 0.0018159986717748275 0.00072097557108446238 -0.0034745790121399147 -0.00020314129082039565 0.0034431343453321696 -0.00030968239750267241 -0.001711431659210041 0.0012400760410453493 -0.001353088042877631 0.0012434138708586342 3.2239986448044804e-05 0.0016692890347466917 -0.00080342052886273789 0.0010446425365715766 -0.0018446515854538181 0.0030957209112077479 7.1902229053996287e-05 -0.0017297428952325192 -0.0015285941289269883 4.3075607232804563e-05 0.00038003148342015272
leaf_weight=0.0027931434899234322 0.50518722100405333 0.51114903306409587 0.50612704384269591 0.53403264787198068 0.51442325162327662 3.914015035701675 1.5117861285368186 0.52142259278207337 0.51165962268686982 0.51967604058644923 0.52063927362772966 0.5312322295268701 4.5217044361736045 0.54442247896549156 1.523490485265256 0.51371119112149877 0.52157285745565163 0.51332602428363472 1.5455352996487466 3.5183330392144958 0.52437993743569578 2.5094337549622878 1.0132753030845645 0.50698917861767157 0.5520261090086922 0.50024072080850601 0.50893136730883171 0.51997867597588765 6.0408089681289185 5.5858713863252456
leaf_count=27 28 92 16 67 525 357 332 119 93 27 69 60 263 159 44 39 396 40 47 32 36 33 18 7 166 2 9 376 216 339
internal_value=3.37961e-07 -0.00052105 3.83831e-05 1.99157e-05 4.98408e-06 -7.99128e-06 -9.24591e-06 -0.000511241 1.79999e-05 3.23601e-05 -0.00019895 -0.00139793 9.6987e-05 -1.92246e-05 0.000678327 -0.000310675 -0.000148445 6.54883e-05 9.16376e-05 2.39578e-05 0.000124929 -0.000315656 8.39246e-05 3.19688e-05 0.000177296 0.00165822 3.0513e-05 -0.000207964 -8.14879e-05 0.000119145
internal_weight=42.0682 1.52246 1.01131 40.5457 40.0117 39.4973 39.4945 2.03321 37.4613 36.9496 8.06908 1.05187 28.8805 7.01721 2.06791 4.9493 4.43559 28.3608 27.8475 26.302 20.2742 6.02777 19.7498 18.7366 11.6688 1.05227 10.6165 7.06778 6.56079 10.1076
internal_count=4034 136 44 3898 3831 3306 3279 451 2828 2735 1124 129 1611 995 203 792 753 1584 1544 1497 1432 65 1396 1378 779 168 611 599 592 602
is_linear=0
shrinkage=0.1


Tree=870
num_leaves=31
num_cat=0
split_feature=8 8 10 0 19 5 13 0 3 2 10 16 5 6 15 5 15 18 4 18 16 15 14 15 7 16 16 9 7 2
split_gain=6.43955e-05 6.3728e-05 8.01935e-05 9.65058e-05 6.83787e-05 0.000255306 5.67243e-05 0.000231666 0.000398078 0.000701192 0.000145289 0.000389308 0.00058915 0.000132961 9.59171e-05 0.000152827 6.51278e-05 5.05966e-05 0.000354136 7.87422e-05 0.000303167 8.57578e-05 0.000182671 0.000155208 0.000103694 9.03449e-05 0.000218578 6.72493e-05 0.000203663 0.000185485
threshold=8.8430989333000021 8.7431769115000026 61.853356207250009 85.495657006400009 14.151141757350002 23.545618314050007 117.60660091645001 86.479632682150012 93.794927255050013 86.324034997400005 62.041548276350007 22.604947139800004 24.107645372150007 16.485385178400005 42.246988155050012 24.218679034200004 41.195083317300011 14.738651916450001 173.45501498100001 14.420596409350003 15.454963859600001 30.243446395250004 161.40546423680004 33.005488016050009 23.576742473100005 22.454947490600002 20.784951395750003 200.84017322135003 24.940142267700004 116.68694986600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 -6 10 8 9 -8 11 -5 -13 -9 16 -16 17 19 -19 21 -21 22 24 -23 -12 26 -25 28 -20 -29
right_child=-2 4 3 6 5 -7 7 13 -10 -11 14 12 -14 -15 15 -17 -18 18 27 20 -22 23 -24 25 -26 -27 -28 29 -30 -31
leaf_value=0.00092147504201033905 -0.0010856910246887755 7.1973431534858259e-05 -0.001357389565745436 4.5178706037431095e-05 0.0026749602646090817 -0.00048289441598550954 0.00019667849933171849 0.0012521234577134598 5.1733341407147711e-05 -0.0050011978662426078 0.00085965808603397456 0.0045130138896883037 -0.00022460238694847444 -0.00036697962507882249 -0.0021867318688494116 0.00023983280382694678 0.0006155691023340187 0.0026217601380992953 0.0021891436596007583 -0.0001126633751852009 -0.0027875104369946158 -0.0018328645474846236 0.0021389300895354813 -0.00064756953462216215 -0.0011557430650266062 -0.00017281035855896065 0.0022637630921588272 -0.00085950692896055291 -0.00010596401591216735 0.00020986334607581912
leaf_weight=0.88952308190930907 0.53898218962436217 1.5060218277867528 0.54727548312528185 3.5262010780979804 0.52362007467308991 0.50096779853928552 0.50202680843358238 1.0211894376079729 1.5122542799766101 0.53728326403506799 0.50827509694720763 0.54649065453304468 0.50508304066378662 1.0076820055255664 0.53137468322180881 0.50736854487545757 1.5113843378325693 0.53511728396022107 0.5199004411300775 2.0006818798108919 0.53757932485689641 0.53169444441306879 0.52759512850136925 0.51591519941393815 0.5129023184927064 10.56463841635127 0.51561558881167002 2.5186451095727067 1.5084256398766269 4.5562155145943137
leaf_count=425 201 16 249 59 28 21 6 30 42 40 26 67 25 10 76 45 22 96 227 24 135 132 233 33 38 183 90 191 690 574
internal_value=3.35611e-07 1.44306e-05 -1.71252e-05 -3.90337e-05 0.000500726 0.00113094 -1.98251e-05 -0.000349581 -0.000983745 -0.00249042 2.59715e-05 0.000548779 0.00223748 0.000447962 -5.82896e-05 -0.00100149 -2.24863e-05 -5.97871e-05 0.000121664 -0.000167644 -0.00067917 -7.27089e-05 0.000628013 -0.000162194 -0.000152609 -8.55919e-05 0.000807674 -2.53002e-05 0.000482318 -0.000170832
internal_weight=42.0679 41.5289 38.9983 38.1088 2.53061 1.02459 37.5615 4.58044 2.55156 1.03931 32.9811 4.57777 1.05157 2.02887 28.4033 1.03874 27.3646 25.8532 9.6383 16.2149 2.53826 13.6766 1.54877 12.1279 1.02118 11.5962 1.03153 9.10319 2.02833 7.07486
internal_count=4034 3833 3768 3343 65 49 3094 128 88 46 2966 151 92 40 2815 121 2694 2672 1778 894 159 735 297 438 64 306 123 1682 917 765
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=8 16 2 14 8 3 5 15 9 6 5 5 6 19 7 17 2 6 14 15 15 19 7 15 16 13 9 12 18 4
split_gain=5.21266e-05 5.22099e-05 0.000120414 7.73837e-05 7.62266e-05 0.000149903 0.000433197 0.000725814 0.000426561 0.000197155 0.000113767 0.00013882 0.000108626 0.000106765 0.000383603 9.83774e-05 0.000121775 0.000164754 0.0002484 9.58663e-05 0.000104851 8.43094e-05 0.000197487 8.24992e-05 0.000212654 7.2914e-05 9.57687e-05 5.61491e-05 8.55813e-05 5.667e-05
threshold=8.8430989333000021 22.764946765650006 41.467794892200004 143.06733454090002 8.543332867800002 93.394346993650018 22.649179082500002 45.169600924000008 193.67618212375001 16.475384944750001 22.246947245750004 21.991679690250006 16.545386580300001 14.451165964200003 23.203497038450006 186.09458496570002 183.39255704500002 16.405383309150004 241.71484286130001 38.62622401090001 37.870720399650004 14.451165964200003 22.407814303000006 44.891409666300007 22.664946999500003 117.59584708395001 184.85936449530001 82.696898122450008 14.005298574600001 159.10550013555002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 -7 11 12 19 15 -15 -6 17 18 -17 20 27 25 -23 24 -18 -11 -27 28 -5 -29
right_child=-2 -3 3 4 13 8 7 -9 -10 21 -12 -13 -14 14 -16 16 23 -19 -20 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.02294316468548762 -0.00097643427045493642 0.00096681401888004063 -0.025133448470566446 0.00017582783816876661 0.00086260895973482856 -0.0020798587294380143 0.0045641174822623832 -0.00069257850261744268 -0.003255884158773638 0.00019010900632054564 -0.0015325479126582298 0.0015985775613882956 -0.0010779099775634383 -0.00075330511792136127 0.0030895307453272579 0.00013104841803882354 0.002694804736787119 2.2711181666951881e-06 -0.0029708008970999369 -0.0013723522647104286 0.0014245492261292809 -0.00063503326631454183 0.0021484139054803375 -8.6805765639442691e-06 -0.00020197043373350223 -0.00017562951728938812 -0.0019099365936103973 0.00060103011747282586 -0.0016645224377442817 -3.3907871831201666e-05
leaf_weight=0.0022874581002402241 0.53933919084171478 0.56609987805859319 0.001224879744085138 0.50146205656348453 1.5179514235956588 0.52295203465341034 0.54055807867727412 0.51093070208099789 0.53131689118942116 1.5080098179218757 0.51512023594390655 0.51192106910707025 1.0153394899607509 0.50971436968742867 0.52972659567814162 0.51839323897365808 0.51454102050025097 4.020880728411754 0.51431238582415517 0.51358131294926934 0.51166406549737331 0.5052297879537947 0.51445971706344518 1.0104573137978148 0.49937486691851518 0.85862286396449772 0.50605820658330525 1.513508248453493 0.50933587333701602 19.733364595540131
leaf_count=11 201 49 12 10 45 235 72 35 70 372 44 30 20 25 59 45 38 36 25 49 27 21 19 16 6 86 25 61 47 2243
internal_value=3.45272e-07 1.30309e-05 -1.50363e-07 1.13092e-06 1.88257e-06 -7.37796e-05 2.09563e-05 0.00200983 -0.000578935 -0.000256806 -6.16203e-05 -3.10802e-05 -6.54142e-05 0.000247852 0.00120511 0.000132098 -2.45687e-05 -0.000287094 -0.00141375 -2.12605e-05 9.21451e-06 -1.18739e-05 0.000769288 0.000630791 0.00126808 -0.000289155 -0.000818754 -2.33215e-05 -0.000751515 1.13216e-05
internal_weight=42.0677 41.5284 40.9623 40.96 40.9588 31.3234 26.3768 1.05149 4.94665 4.41533 25.3253 24.8102 24.2983 9.63535 1.03944 8.59591 7.07796 5.05359 1.03271 23.2829 22.7693 3.89238 1.01969 2.02437 1.01392 2.87269 1.36468 22.2577 1.0108 21.2469
internal_count=4034 3833 3784 3773 3761 3466 2638 107 828 758 2531 2487 2457 295 84 211 166 106 70 2437 2388 523 40 60 44 483 111 2361 57 2304
is_linear=0
shrinkage=0.1


Tree=872
num_leaves=31
num_cat=0
split_feature=8 17 17 4 12 15 3 10 17 12 15 16 4 2 18 18 15 16 3 8 2 17 16 17 9 0 9 9 19 9
split_gain=4.21991e-05 4.5734e-05 0.00147197 0.00267609 0.000947103 0.000558637 0.00242247 0.000431274 0.000234007 7.38574e-05 0.000631131 7.32101e-05 0.0010584 0.0012345 0.00110876 6.79657e-05 6.78215e-05 0.000255383 7.05758e-05 6.33804e-05 0.000531642 9.22171e-05 0.000320828 0.000749015 0.0124837 0.00546393 0.0077717 0.00303137 0.00469873 0.00192627
threshold=8.8430989333000021 183.35201426355002 183.75393144810002 204.80369648085005 77.955876436550014 18.946678378300003 81.105404879350019 80.677940036650014 182.63036160245002 94.328280857900012 27.980927088250002 22.704946905950003 157.07313959035005 71.340832650850004 12.867440043550003 14.030930991100002 24.006097767650004 14.344966455200002 93.921284787200008 8.7431769115000026 72.043920985000014 195.16372169425003 22.534947303500005 189.95176274255002 206.22988073345002 89.582113364650013 197.90890142995002 196.64273721640004 13.851117550450002 201.61239113610003
decision_type=2 2 2 2 2 2 2 2 2 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 -4 6 7 -6 -1 10 -7 12 -11 -14 -15 -12 17 -16 19 20 -18 22 23 -22 25 -25 27 28 -27 -28
right_child=-2 2 4 -5 5 9 -8 -9 -10 11 15 -13 13 14 16 -17 18 -19 -20 -21 21 -23 -24 24 -26 26 29 -29 -30 -31
leaf_value=-5.147585383773358e-05 -0.00087824681893673533 -0.0065546720627470689 -0.068622090286787618 0.083359020978588244 -0.093983762400557613 0.0035086796037140352 0.092460704115190195 -0.0024828740324861647 -0.0022841108577888033 0.061545839136012054 7.6385222241358828e-05 0.001125374397063144 -0.056379429274666083 0.065912667395293986 0.00028041005520881623 -0.0015574373324321322 0.034079727492050363 -0.002422196868540831 -0.0011532666864117116 0.00057920272423881249 0.00017686115530684326 -0.00017624453277128769 -1.8321505555794818e-05 0.10008834903238109 -0.00032466375533107237 -0.082414863998521257 0.088402362520631272 -0.093713176258443887 0.09178693844496974 0.032034807219084138
leaf_weight=5.3828977508200824 0.53966041055231428 0.007493544668609884 0.0020086933724162695 0.0059293638269739234 0.0010548333876211728 0.53174451971653169 0.002902664103767722 0.00100674221323711 0.51430719267683311 0.0027931356162430579 0.5084723959880646 0.5789431775410766 0.003885218990034355 0.0025513379194624921 1.0043261804461154 0.50998063890438061 0.0045768948766696784 0.53637762195647987 0.50559513119942323 2.0222468457141067 1.5195178326978984 15.182963141548152 12.138866952720234 0.015881789979175831 0.50534962026862296 0.0029414428050415498 0.012778511212673038 0.0052924274204997346 0.003269356609962415 0.011535490027391404
leaf_count=1148 201 27 31 25 51 42 46 490 42 4 17 60 5 7 91 37 23 259 105 36 112 746 229 17 43 32 12 12 14 70
internal_value=3.45729e-07 1.17633e-05 5.44571e-05 0.0331633 4.19794e-05 4.58521e-05 0.0335893 -0.0493006 -0.000246188 4.11759e-05 0.00071623 1.04514e-05 -8.82764e-06 -1.39633e-05 -7.42113e-06 -0.000741736 -1.24458e-05 -0.00066047 1.88222e-05 3.76797e-05 4.35436e-07 -4.87021e-06 0.000178168 0.00132678 0.00446352 0.0512672 0.0296194 -0.0381027 0.00928473 0.0616594
internal_weight=42.0672 41.5275 35.6303 0.0134229 35.6169 35.6149 0.00496424 0.00206158 5.8972 35.6099 1.5502 34.0597 33.4807 33.478 33.4741 1.01845 33.4715 1.5407 31.9308 31.4252 29.403 29.3984 14.2154 2.07657 0.557049 0.051699 0.0358172 0.0115032 0.0062108 0.024314
internal_count=4034 3833 2643 52 2591 2560 587 541 1190 1973 96 1877 1817 1813 1808 54 1801 350 1451 1346 1310 1287 541 312 200 157 140 58 46 82
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=2 12 2 14 12 7 18 7 18 18 2 16 2 7 4 4 4 7 7 14 12 5 15 15 4 5 9 16 18 10
split_gain=4.63442e-05 0.00104075 5.5067e-05 0.000274304 5.5539e-05 4.7133e-05 0.000299173 0.00277235 0.00239067 0.000184641 0.000253107 0.000166416 0.00358487 0.00094441 0.000866669 0.000723354 0.000416868 0.000178413 0.000121421 0.00017099 7.73628e-05 0.000143232 7.9854e-05 7.45333e-05 0.00136012 0.000141229 0.000604676 0.000196876 7.33676e-05 6.72165e-05
threshold=49.864842700850012 77.955876436550014 60.327272492300004 151.21503237055003 82.696898122450008 23.109894804950002 13.314799198000001 22.835261448650005 13.431026577400003 13.24088655595 166.17270395525003 22.604947139800004 144.59935509355003 22.516377366000004 164.18548070700004 195.50296729855003 158.74242509745002 22.792619241600004 23.150522195450005 156.61564208075004 128.71158143185002 22.783584484750005 36.346245650200011 13.019805569300003 157.07313959035005 13.154029769200003 201.97224908750002 14.344966455200002 13.545319032100002 61.923256118600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 4 -4 -3 6 9 -8 -9 10 11 12 13 14 16 -16 -5 20 -7 -20 22 -22 -13 -21 -25 26 -26 -28 -10 -27
right_child=1 2 3 5 -6 18 7 8 28 -11 -12 17 -14 -15 15 -17 -18 -19 19 23 21 -23 -24 24 25 29 27 -29 -30 -31
leaf_value=0.00094744197297708739 -0.058124804293448566 -0.0014694243652549897 -0.032168811838049337 0.012023622585943354 1.1426621529704602e-05 0.0015811427042584818 -0.00067548314054174051 -0.068314843500462671 -0.0048763368105008212 0.0017781773620447875 -0.0022861768478105058 0.00042711565551805351 -2.0964614179233039e-06 0.054407389539740364 -0.10010124503294215 0.0053085567054313712 0.089591443192317516 -0.0013561024323353831 -0.023999847821109376 0.027106970057802132 -0.00031428277425900786 0.0020407630134707351 -0.0005452776566211131 -0.10006356284448503 -0.039179816100548333 0.00053946226140861469 0.078870734141528565 0.019857919875758551 -0.016703347343542004 2.5456273417864339e-06
leaf_weight=0.51069946817302891 0.0030814515567517678 0.51059918776920088 0.0026486380309610471 0.0015776237246678251 0.5025253367057303 0.52011059383416025 0.5079788467904357 0.011172373241796429 0.010011623216314547 0.5189657926074015 0.52543779687666692 1.5110282459045268 0.50174543464247345 0.015728583480268066 0.0010110311998914601 0.0018282170823818999 0.0012353885040274903 1.0158424860962894 0.0029582139395490916 0.0010175615133068963 0.51315911880010368 0.5198901406035521 1.9146236790745659 0.001357187007640869 0.0011336681326246092 2.5288834027743645 0.0011673497469629757 0.0010962017977647065 0.011016868871268071 29.89494460025168
leaf_count=45 41 35 22 34 10 30 258 24 12 63 216 30 60 32 226 108 26 22 4 496 27 33 58 4 413 76 59 57 29 1484
internal_value=6.32631e-07 -1.10037e-05 -6.69394e-06 1.15055e-05 -0.0007349 1.36083e-05 -0.000211191 -0.00247919 -0.0309333 -3.72179e-05 -0.000181647 2.72428e-06 0.00170675 0.0418084 0.00674928 -0.0322269 0.046089 -0.000160106 6.53334e-05 4.10249e-05 0.000112382 0.000870912 -0.000116363 4.32179e-05 4.23686e-05 4.65584e-05 0.0204347 0.0502918 -0.0110725 4.44222e-05
internal_weight=42.0645 41.5538 41.5507 40.5376 1.01312 40.5349 7.58225 0.54018 0.0322009 7.04207 6.52311 5.99767 0.523126 0.0213808 0.00565226 0.00283925 0.00281301 5.47454 32.9527 32.4326 4.4587 1.03305 3.42565 32.4296 32.4286 32.4272 0.00339722 0.00226355 0.0210285 32.4238
internal_count=4034 3989 3948 3903 45 3881 1258 323 65 935 872 656 486 426 394 334 60 170 2623 2593 148 60 88 2589 2093 2089 529 116 41 1560
is_linear=0
shrinkage=0.1


Tree=874
num_leaves=31
num_cat=0
split_feature=10 6 10 0 17 17 9 2 8 5 6 6 15 6 19 7 2 5 17 7 7 17 19 2 2 15 7 12 7 0
split_gain=4.09037e-05 0.00030865 0.000267299 5.6877e-05 0.00032131 0.0011489 0.000663772 0.000445196 0.000237146 0.000152585 5.1432e-05 4.11942e-05 0.000103642 0.000392947 8.96131e-05 0.000467514 0.000619216 0.00011367 7.50161e-05 0.000136882 0.000132953 0.000116301 0.000109663 7.70462e-05 0.000176219 0.000150949 0.000255891 0.000137768 0.000238818 0.000493846
threshold=75.634392583900009 12.350288562550002 75.408562100950022 96.959242474650011 164.98791775435004 171.59570528810005 70.31345721160001 41.467794892200004 8.3434888241000014 16.569990495050003 11.865277230300002 16.465384711100004 44.190294328500009 16.405383309150004 14.551174033150001 22.233191240750003 118.06771887965002 22.649179082500002 198.33449606460002 23.864758692950002 24.054467534550003 195.53954078470002 14.351157895250003 217.08409765600001 193.08238555950001 42.713473568600008 21.725272673150005 132.14048730010003 23.314707969200004 85.812895065800021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 3 4 -1 6 -6 -7 -5 -9 -2 12 14 -14 15 16 -11 -17 21 -20 -21 23 -23 24 25 27 -27 -13 29 -29
right_child=1 -3 -4 8 5 7 -8 9 -10 11 -12 18 13 -15 -16 17 -18 -19 19 20 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.041889011726839148 -0.00011711776632091006 -0.0025313420256332119 0.0022770637535228537 -0.0023513130914789705 0.0025353011949320169 0.045657692393538951 -0.08844240048777835 0.0017555424963841969 -8.4002725721655957e-06 0.0017042893079330557 0.00096039582829927732 0.00014397610034586026 -0.002800366993081717 0.001098947921085762 -0.001116768761647896 0.00011887753796265226 0.096855842726099747 0.0010219218169268114 -0.0020786421288331684 0.0010547026938896164 -0.0012383190762142095 -8.4486981824133541e-05 0.0013833027841570972 0.00065956417336926671 -0.0015055151694852598 -0.0002146227261737398 0.0025903916626272773 -0.00037267820356562029 -1.6506123086312699e-05 -0.004139656965072745
leaf_weight=0.0018345704478822658 3.5100799755080603 0.53816530227499981 0.52427012678899743 0.52193783084636836 0.0012272146651688401 0.0021395884341605101 0.002314262185536875 0.51122713011044751 2.5077252830017756 0.0016606803656955254 0.50696465665592327 3.577628889431268 0.52056376829099826 0.51324198169408541 0.52993659545700111 16.23546210075877 0.0011628177039097196 1.5248018337237343 0.52826216884419785 0.50538917817175366 0.50605373677819898 1.0071131279619305 1.0291887970759033 1.0159568692676337 1.0098447744429737 0.85839120986202011 0.52360947609405262 1.008888806756348 2.0061010335777496 0.53129306214395899
leaf_count=260 1233 190 28 143 78 16 142 54 29 18 37 193 88 42 80 851 55 46 53 6 53 10 37 71 42 7 49 73 18 32
internal_value=5.47007e-07 -0.000282421 3.49131e-05 3.12842e-06 4.01729e-05 3.79116e-05 -0.0569162 4.38531e-05 -0.000412028 4.09781e-05 1.88681e-05 1.47618e-05 0.000109597 -0.000864518 0.000164647 0.000202877 0.0408911 0.000196408 -0.000115157 -0.000773972 -9.25615e-05 -3.44457e-05 0.000657364 -0.000168207 -0.000256584 -0.000108308 0.000848135 -0.000293853 -0.000735552 -0.00167212
internal_weight=42.0624 4.55521 37.5072 36.983 33.9533 33.9515 0.00354148 33.9479 3.02966 33.9458 4.01704 33.4346 19.3268 1.03381 18.293 17.7631 0.0028235 17.7603 14.1077 1.53971 1.01144 12.568 2.0363 10.5317 9.51576 8.50591 1.382 7.12391 3.54628 1.54018
internal_count=4034 1460 2574 2546 2374 2114 220 1894 172 1878 1270 1824 1180 130 1050 970 73 897 644 112 59 532 47 485 414 372 56 316 123 105
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=19 15 17 7 10 17 15 5 12 15 6 2 9 10 8 8 7 9 7 6 13 13 5 13 13 16 5 5 3 3
split_gain=5.54251e-05 6.45724e-05 0.000295944 8.23065e-05 7.37898e-05 0.000419334 0.000108896 7.85289e-05 0.000367193 0.000115688 7.60842e-05 8.10627e-05 0.000170175 0.000363649 9.95171e-05 8.61355e-05 7.66432e-05 0.00051454 0.00033251 6.56357e-05 0.00111945 0.00584277 0.00743183 0.00163918 0.00114224 0.00157519 0.000985504 0.00118568 0.000147198 0.00184637
threshold=14.651182102100002 45.169600924000008 192.41413881610001 23.203497038450006 61.93938686740001 190.4716172434 39.15620581320001 23.455765688150006 235.23594993900002 42.713473568600008 16.455384477450004 154.31016903475003 205.22231928645002 62.030794443850006 8.3434888241000014 8.543332867800002 23.899651152000004 201.32298960505003 23.974509389900003 14.815346158200002 116.72209819155002 112.64908412395 18.613387752550004 113.13031812925001 111.12203990580001 19.064955417800004 18.331264779650002 17.915797078650005 83.538459487450012 91.017750006350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 6 -1 9 -9 10 16 14 13 -13 -12 -16 17 -6 -18 28 21 22 26 -23 25 -24 27 -21 -20 -30
right_child=-2 2 -4 -5 7 -7 -8 8 -10 -11 11 12 -14 -15 15 -17 18 -19 19 20 -22 23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.001305580102790662 0.00072244885756011861 -0.001046627837204278 -0.0026161085459367132 0.0004178212843703971 0.00011238628450574601 0.0030307166918130011 -0.00029513466680806093 -0.0029111770232600632 0.00037816637379593484 0.0014922962046356207 0.00046930132405457228 0.00013397028405433576 9.2697995507667901e-05 -0.0036263824605080189 -0.00098560620174787121 -3.2113470931596124e-05 -0.0025483043567662272 0.0033526434073805804 3.8595256755947319e-05 0.045466379076830966 -0.00040383344663322875 0.10003227463698619 -0.02427154537575173 0.033100818237886818 -0.021123388695160915 -0.10009374433165825 0.059444375803078375 -0.019956530767046281 -0.024359223550827234 -0.00012879141702355369
leaf_weight=0.51538199496330639 1.0372271194186442 0.51491544761648356 0.52685929621935379 1.5069915318345009 8.6179380048843957 0.5344676718856286 2.4233197648048872 0.51242921443690814 1.0048931407599511 0.51346474512158025 2.022203343221916 0.51685119933335977 1.0046395801393826 0.51186594002405172 1.5167178886331383 2.5241832021600459 0.52233372391725019 0.51962141829017205 14.119616846442081 0.0061924365782023427 0.50664697024330962 0.0078036114864517003 0.0046126328264115557 0.0068893893212589319 0.008675705612404272 0.0067486685811672942 0.009948770355549641 0.0050124884510296397 0.033560925206509107 0.49956926703453064
leaf_count=451 77 80 116 14 718 60 45 147 35 47 33 19 24 35 23 65 26 22 1487 26 29 11 30 29 12 18 15 20 318 2
internal_value=5.20044e-07 -1.77326e-05 -0.000505183 4.48726e-05 1.45579e-05 0.000454192 -1.44054e-05 -2.90655e-05 -0.000732709 2.81891e-06 -2.03766e-05 -0.000286641 -0.000833032 -0.00173709 -0.0001034 -0.000389999 6.6288e-05 0.000296649 -6.74637e-05 1.77024e-05 0.00107773 0.0145097 -0.00480209 0.0686488 -0.0484461 -0.0693103 0.036538 0.0161996 -2.29928e-05 -0.00165411
internal_weight=42.0616 41.0244 2.54877 2.02191 38.4756 3.47317 2.9387 35.0024 1.51732 33.4851 32.9716 8.09646 2.03336 1.02872 6.0631 4.0409 24.8752 9.13756 15.7376 15.2153 0.562531 0.0558837 0.0411907 0.014693 0.020037 0.0113613 0.0211537 0.0112049 14.6527 0.53313
internal_count=4034 3957 210 94 3747 556 496 3191 182 3009 2962 199 78 54 121 88 2763 740 2023 1997 190 161 121 40 60 48 61 46 1807 320
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=8 8 10 3 19 3 3 18 18 18 10 19 6 6 10 18 19 18 10 9 6 16 12 12 7 14 4 14 17 2
split_gain=5.75563e-05 5.72471e-05 8.10756e-05 9.80712e-05 7.0878e-05 0.000200773 5.03017e-05 0.000251494 0.000109024 0.000494772 0.000205776 0.000312761 0.000130848 0.000103832 7.6988e-05 0.000138992 7.43081e-05 0.000404029 8.66818e-05 7.37712e-05 6.70472e-05 6.25723e-05 5.51013e-05 0.00646879 0.00101085 5.71981e-05 0.000172801 0.00490454 0.000128435 5.43092e-05
threshold=8.8430989333000021 8.7431769115000026 61.853356207250009 94.098723023850013 14.151141757350002 93.765354215650021 93.281431752200021 13.390703749000002 13.4793103924 13.531614672700002 62.041548276350007 14.251149826300002 16.565387047600002 16.405383309150004 62.132955852800002 12.971888692100002 14.351157895250003 13.112573650350003 62.009286778800011 199.89081775665002 16.525386113000007 22.654947022900004 69.826413229550027 82.696898122450008 23.9417051038 159.27858171270003 169.14490639835003 170.27070910270004 194.73806315685002 78.595990734650016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 -6 8 13 10 -10 11 -4 20 -8 -12 -16 19 -18 -19 29 21 22 -11 24 -24 28 -27 -28 -25 -15
right_child=-2 4 3 -5 5 -7 7 -9 9 12 14 -13 -14 16 15 -17 17 18 -20 -21 -22 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=0.00092778569152140989 -0.0010262640072447569 3.8248905444283437e-05 -6.9536768968438248e-05 -0.0013670914113956809 0.0025001509516198051 -0.00030018278108335481 -0.0014500930697101402 -0.0023404021337956327 -0.0031121643853846822 0.0010233401680195774 -7.5107567625601386e-05 0.0034016621168852772 0.0015967813527180631 -7.1737634221575493e-06 -0.00028348218313313842 0.0020406240379032036 0.0029227684858847548 -0.00085504899894089286 0.00045508982553674779 0.00030477358238059068 -0.00081807895298767182 0.0011109322972851921 -0.036414115090958481 -5.9351231439619153e-05 -0.10070009604185451 -0.0018155281033852028 0.076999841263035357 -2.4229287927800988e-05 0.0018893184939190806 -0.00095540212769641697
leaf_weight=0.88935804817184916 0.5389191675028816 1.5055036340854706 0.5068803604226646 0.54726964542070433 0.5181950575133667 0.50605727024505853 0.52039119718472093 0.53418958189730759 0.51700857682490564 0.50452001364235499 3.5105656774831004 0.53200559010292636 0.51156993899011993 0.99995198845863376 0.5018706056414981 0.52808577770485132 0.52131481628080711 1.0097008371316696 1.0103077711175021 1.5036574283149091 1.0071253472184469 0.5100435085441849 0.0037946037867609972 1.0034578732247634 0.0068821863967478691 0.5335582623102394 0.008270509347123034 19.232942676657832 0.51018995063441241 1.5254579345340173
leaf_count=425 201 16 5 249 26 23 67 76 16 6 27 35 17 4 21 96 43 25 38 7 14 41 12 32 40 49 6 2344 29 44
internal_value=5.31942e-07 1.38595e-05 -1.605e-05 -3.80811e-05 0.000474844 0.00111658 -1.87134e-05 -0.000248006 3.97036e-05 -5.16589e-05 0.000438423 0.00170804 1.47344e-05 -9.03737e-05 0.000147931 0.000908148 1.73194e-05 0.000440762 -0.000199783 -0.000249766 -1.99698e-05 1.60528e-05 -9.55925e-06 -3.40259e-05 -0.0778524 5.00235e-06 -4.03475e-05 8.8782e-06 0.000597467 -0.000579945
internal_weight=42.059 41.5201 38.9904 38.101 2.52976 1.02425 37.5537 7.62497 29.9288 24.3494 5.57941 1.03889 23.8324 7.09078 4.54052 1.02996 6.57039 2.54132 2.02001 4.02907 23.3208 22.3137 21.8036 21.2991 0.0106768 21.2884 19.7748 19.2412 1.51365 2.52541
internal_count=4034 3833 3768 3343 65 49 3094 304 2790 2606 184 40 2590 228 144 117 161 106 63 55 2573 2559 2518 2512 52 2460 2399 2350 61 48
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=8 19 16 9 2 5 16 2 15 16 18 7 6 3 15 13 7 18 6 8 9 17 0 9 9 19 0 5 5 9
split_gain=4.65873e-05 5.02377e-05 0.00016847 0.000251357 0.000219897 0.000229361 0.000649556 8.76025e-05 7.95698e-05 6.44233e-05 0.000194671 0.000594103 7.8005e-05 0.000314016 0.000380653 8.06916e-05 7.73273e-05 0.000271988 0.000523953 0.000125565 0.000190996 8.74242e-05 0.00010978 7.31575e-05 0.000156588 6.1229e-05 3.99426e-05 0.000234572 0.000200374 7.69269e-05
threshold=8.8430989333000021 14.451165964200003 22.564947233300003 204.89606367675003 194.17955033580003 21.454033346250004 22.794946695500006 41.467794892200004 36.346245650200011 22.534947303500005 13.712081531300003 23.032902590750002 16.405383309150004 92.324340657750014 40.309074029200012 117.28936285705002 23.296055099200004 13.142272494650003 16.445384243750002 8.3434888241000014 204.27826083785001 187.51563899930002 85.963448721100022 184.36538191430003 198.96357396150003 14.551174033150001 98.142164052000012 16.424511567200003 14.582249945350002 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 7 -3 4 5 8 -7 -1 25 10 11 -9 13 15 -15 -11 17 21 -19 -18 -21 22 23 -14 -25 -4 27 -12 -28 -29
right_child=-2 2 3 -5 -6 6 -8 9 -10 12 26 -13 16 14 -16 -17 19 18 -20 20 -22 -23 -24 24 -26 -27 28 29 -30 -31
leaf_value=-0.020142451775929514 -0.000923024835041718 -0.0013986797816872532 0.0015191359098481229 0.0025525198433714032 -0.0016937949270990937 0.004156646647506328 -0.00071390351152878753 -0.00024441218158789403 -0.0003371512760272121 -0.00056087037642298359 0.0021345492158757417 0.0038981938665059767 -1.6098316429691061e-05 -0.0001173377419790281 -0.0039720433256695926 0.00047307369300433541 -0.00044016938766053802 -0.00010613978114929776 -0.0039831029585170675 0.0014106252917301376 -9.1462549448917512e-06 0.00089887224051047243 0.0003695765261206691 -0.0024910107817008764 -7.6357450385986462e-06 -3.2399925236863693e-05 -1.5402648616516046e-05 -0.0011749515304012516 -0.0020931358293444775 5.319257358995393e-05
leaf_weight=0.0021658198704405099 0.5392565644255275 0.5364309515671265 0.51185999315930553 0.51808158543371963 0.52664515886115548 0.54648578266260794 0.54878751051001018 1.011651698628943 2.0101934522681404 1.5082128196509126 0.53747009908005239 0.52628665098866045 0.86158462705498084 0.50591668118249788 0.51897229469463413 1.5110049638205962 2.0092897289998746 1.0034699261541384 0.53413143854726408 1.5234021881794886 2.5064899322869678 1.013155400292703 2.0095109508547466 0.51590370386424245 0.49997445940971375 0.50558261295009288 4.0196175879095621 0.53237821875199109 0.5247478305462322 12.13904738875023
leaf_count=11 201 69 18 65 79 74 12 666 25 35 186 89 9 22 48 31 27 10 60 30 26 24 20 48 2 26 1217 179 208 517
internal_value=4.69013e-07 1.24637e-05 0.000288096 0.000463194 0.000230388 0.000476176 0.00171625 -3.14356e-05 2.75676e-05 -3.02194e-05 9.39014e-05 0.0011732 -0.000175152 -0.00055682 -0.00206924 -4.34203e-05 -5.14435e-05 -0.000292565 -0.00145292 0.00020559 0.000527564 7.15401e-05 -0.000144107 -0.00069392 -0.00126879 0.000748154 4.03515e-07 8.83832e-05 -0.000255323 1.59324e-06
internal_weight=42.0577 41.5185 5.70407 5.16764 4.64955 4.12291 1.09527 35.8144 3.02764 35.8122 19.2912 1.53794 16.521 4.04411 1.02489 3.01922 12.4769 6.43773 1.5376 6.03918 4.02989 4.90013 3.88697 1.87746 1.01588 1.01744 17.7533 13.2089 4.54437 12.6714
internal_count=4034 3833 368 299 234 155 86 3465 69 3454 3062 755 392 136 70 66 256 173 70 83 56 103 79 59 50 44 2307 882 1425 696
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=15 10 19 16 7 0 13 13 13 17 8 4 10 18 3 2 5 16 17 12 17 5 15 2 8 5 4 7 5 5
split_gain=4.91251e-05 0.000137025 7.39967e-05 5.6236e-05 6.97432e-05 9.74931e-05 6.50878e-05 0.000154393 0.000131192 0.000245063 0.000401089 7.28295e-05 6.27345e-05 0.000464447 0.000842479 0.000278305 0.000212944 0.000694782 5.60742e-05 5.36458e-05 0.000194582 9.33263e-05 7.27826e-05 0.000162374 0.000470153 0.000105751 0.000249012 0.00010377 6.75084e-05 5.53757e-05
threshold=46.683480308100009 61.977025281250008 14.651182102100002 22.764946765650006 22.381996090050006 85.764502819450016 117.69263157665002 95.986020631400024 117.60660091645001 190.94474013770002 8.7431769115000026 331.55739242175008 61.993156030000002 12.885811969150001 76.172084209950015 149.63420042300001 13.154029769200003 14.844965286000003 182.63036160245002 217.64277969395002 195.76335783930003 23.700766800900002 37.870720399650004 154.31016903475003 8.1436447804000007 20.911722254300006 202.99973138610002 23.314707969200004 22.053438739150003 19.925387549600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 18 -6 7 -7 11 -10 -11 12 -9 -14 15 -15 17 -16 -1 22 21 28 25 24 -24 29 -27 -25 -21 -18
right_child=1 -3 -4 -5 5 6 -8 8 9 10 -12 -13 13 14 16 -17 19 -19 -20 20 -22 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=-0.0002169764412376844 0.00011646446419334435 -0.0018935863338098735 0.0011907654849820249 0.00099942208670893368 0.0013747051832359797 -0.036904482050236539 0.00078620536332661087 0.00079066627118811936 -1.1592801751297068e-05 -0.0038292531553346847 0.00012003172616263983 0.0012150301362956499 -0.036317537387523004 -0.10002143324530199 0.091627610778452634 -0.027352163273549841 -2.3571314202530569e-05 -0.015203816996117798 -0.0015388836025955884 0.0001396460477171246 -0.0021772096782452406 0.00067986238837739041 -0.00069929085916251433 -0.00030282541506217891 0.0035496464255065849 5.9661708491725591e-05 -0.0018520864780025683 0.00074224523702910846 -0.0014981386894495317 0.00043755787769914848
leaf_weight=0.86344841597714583 1.0117795516571395 0.51014644447682522 0.53401946724238669 0.5615996209664037 0.52157263474088367 0.0011350596183622432 1.0193444612668816 1.0133061927481311 2.0252765045952397 0.52820798325660667 0.50114501706411829 0.51450879245276482 0.0035225743558865421 0.0010405108784848896 0.001040784307032804 0.0010678877049912217 18.240611530837448 0.0014665915627064541 0.51068672963181339 0.50192967038205372 0.5159535483606138 1.0073374395724384 0.50495120310824748 2.5125035288601794 0.53777250103303231 2.0106591793846742 1.0305394522155209 1.5279225056445964 0.50478730486065615 3.0379197373925733
leaf_count=707 44 92 67 83 95 925 16 12 27 40 4 235 9 42 20 17 824 96 144 40 128 10 10 34 39 80 32 35 11 116
internal_value=4.6447e-07 -0.0005573 2.14062e-05 5.79513e-06 -8.35359e-06 1.69122e-05 -1.95067e-06 -2.39469e-05 -2.28007e-05 -0.00065015 -0.00190653 3.44561e-05 1.60241e-05 -8.5509e-06 -4.54617e-06 -0.063215 -3.72968e-07 0.0291407 -0.000708253 -2.66113e-06 -0.000444519 -6.44501e-07 3.53591e-05 0.000379497 0.00149205 -3.65702e-05 -0.000588153 9.23772e-05 -0.000681571 4.22638e-05
internal_weight=42.0572 1.52193 40.5353 40.0013 39.4397 38.0655 37.5439 36.5246 36.5235 3.05463 1.02935 33.4688 32.9543 31.941 31.9375 0.0021084 31.9354 0.00250738 1.37414 31.9329 2.53001 2.01405 29.4029 5.08315 1.04272 24.3197 3.0412 4.04043 1.00672 21.2785
internal_count=4034 136 3898 3831 3748 2897 2802 2786 1861 71 44 1790 1555 1543 1534 59 1475 116 851 1359 189 61 1170 118 49 1052 112 69 51 940
is_linear=0
shrinkage=0.1


Tree=879
num_leaves=31
num_cat=0
split_feature=8 12 2 18 12 8 2 3 9 9 12 8 9 9 15 0 6 0 2 5 18 16 7 9 5 10 7 7 5 5
split_gain=4.45867e-05 4.63944e-05 6.39403e-05 9.11197e-05 7.97717e-05 5.67042e-05 0.00277404 8.87423e-05 6.55625e-05 0.000156273 0.000125955 0.000186763 0.000374111 0.000660226 0.000116868 0.0004576 0.000407984 0.00010885 9.90158e-05 8.44061e-05 0.000493981 0.000328856 0.00725835 0.0076926 0.000510324 0.00336523 0.000844147 0.00230634 0.000293372 0.000153538
threshold=8.8430989333000021 69.826413229550027 60.327272492300004 14.005298574600001 86.968866757150025 8.7431769115000026 63.19085977000001 93.765354215650021 200.84017322135003 200.76482212275002 127.28368602940002 8.1436447804000007 201.61239113610003 221.38017838285003 36.124429763000009 86.89903215050002 14.185331438000002 86.692020874450009 84.960908098050012 17.679107616400003 13.893471991850001 22.514947350300002 23.085048345000001 190.73543849905005 21.788492303450003 65.29995953045001 22.720542346200002 22.620600126450004 16.903404623850005 20.849573174100005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -4 6 -6 -7 9 19 11 18 -13 -14 16 17 -12 -16 -10 28 21 22 24 -24 25 -21 27 -27 -8 -25
right_child=-2 2 4 -5 5 7 8 -9 10 -11 14 12 13 -15 15 -17 -18 -19 -20 20 -22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.00096310502357876472 -0.00090300198756019287 0.00016736425794771801 0.00089597866294926522 -0.0017274878693127969 -0.10019429608011399 0.0011699603605379893 0.00011171101299283287 -0.00015381486709516298 0.0011721788951018124 0.0018167515451118063 7.9930004261332713e-06 0.00070273178726037457 -0.0050479111423251625 -1.5418268275026344e-06 -0.00037549549681319887 -0.0031320527463086579 0.0028680294093730739 0.00063946707436597075 -0.00054450983269094624 0.037724808261462073 -0.0030191098341923999 -2.814220137500157e-05 -0.04098464948403685 0.077770801313099658 0.00059016893350313511 0.094465269461033174 -0.095941231961598789 -0.10012810478390964 0.0026724590275874708 0.10006441288235662
leaf_weight=0.50679328056528206 0.53926654639079075 0.50581653231708823 1.0139574712081927 0.50932554730816726 0.0027647806527885113 1.019916563349397 3.0228994976786323 1.0058221329683119 0.50636496421118227 0.50922483185371348 5.5396022898493795 0.50401208506082174 0.53835636447291768 0.50009186667011818 3.5246776655079666 0.54092486463560252 0.54812116198466743 1.509022677917528 0.99855000563885676 0.0055028934720793791 0.54094592448179923 17.102303311790706 0.0056868557178224579 0.0041669650527182958 0.50856589698523991 0.0010120163085351516 0.0041164124268107116 0.0015297001809813082 0.52510492120404029 0.011944653946557082
leaf_count=27 201 22 38 50 22 35 988 24 75 15 473 7 158 3 63 192 156 15 30 12 217 446 9 5 576 57 9 2 38 69
internal_value=4.36069e-07 1.21708e-05 4.19482e-07 -0.000783337 2.03125e-05 -2.46485e-06 -3.07027e-05 0.000512678 -2.32086e-05 8.51118e-05 -0.000187003 -0.000759451 -0.00153272 -0.0026177 -3.74221e-05 -0.000368228 0.000265502 -7.1226e-05 3.31115e-05 4.45393e-05 -4.25061e-05 4.87491e-05 0.00247263 0.0590055 0.000106075 -0.0201384 -0.0679619 -0.0226483 0.000490702 0.0942986
internal_weight=42.0564 41.5171 41.0103 1.01514 39.9952 38.9812 36.9555 2.02574 36.9527 22.243 14.7097 3.04738 1.54246 1.03845 11.6623 5.57463 6.08772 5.0337 1.50491 21.7338 18.1858 17.6448 0.542525 0.0217985 0.520727 0.012161 0.00665813 0.00254172 3.548 0.0161116
internal_count=4034 3833 3806 72 3734 3696 3637 59 3615 2443 1172 273 168 161 899 270 629 78 105 2428 1402 1185 739 83 656 80 68 59 1026 74
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=15 13 19 16 0 5 8 16 15 17 15 6 2 0 13 7 17 6 17 2 9 8 13 9 18 9 19 9 12 4
split_gain=4.27727e-05 0.000106656 6.0336e-05 4.5868e-05 5.85857e-05 0.00014042 0.000514139 0.000152926 0.000148435 0.00019684 0.000161556 0.000131439 4.87934e-05 0.000152109 0.000134575 0.000195821 4.80048e-05 0.000167215 7.07029e-05 0.000218837 0.00012538 0.00027003 0.000521169 0.000156732 0.000421331 0.000182213 0.000116614 0.000118068 0.000109671 0.000138348
threshold=46.683480308100009 117.61735474900001 14.651182102100002 22.764946765650006 85.995710218650018 22.649179082500002 8.543332867800002 22.614947116400003 39.883592142850006 191.86029796145002 39.296024648600003 16.445384243750002 114.12323913765002 85.57631075030001 117.60660091645001 23.356162058950002 205.83789591070004 13.975326531250003 196.31479727660005 81.787075821300007 206.57490536735003 8.7431769115000026 98.816967042750022 199.17419511990002 14.738651916450001 198.16621393750003 14.351157895250003 194.31002311890003 122.12526081760002 215.69522860320004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -7 -8 10 -10 16 -1 13 -13 -14 -16 18 -18 20 -20 23 22 -22 25 -25 26 -6 -28 -21 -30
right_child=1 -3 -4 -5 5 6 7 -9 9 -11 -12 12 14 -15 15 -17 17 -19 19 28 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0018072049939425424 -0.0016978253010686692 7.4914691805144347e-05 0.0010763695536871885 0.00090367934414121293 -0.0002826178434717133 0.0034573808021522976 0.0008844108619114428 -0.00085472929888501248 0.00021251277273158368 -0.0025456050967535889 0.0017862325329584959 -0.00045043495232098898 1.0365762952281861e-05 0.0017162131372846627 -0.0026935855979114769 7.9867565155266443e-05 5.9847392107612172e-05 -0.0020151931354830959 0.0021939052861443004 -0.00084939364428670725 0.00032142662031171181 0.00011411315262632603 -0.0041778084485597691 0.00015778029255444394 0.0030998594480325173 -0.0020697848596499435 0.0019163247281668691 5.0365245677209895e-05 0.0018234092044288712 0.00014539334424595822
leaf_weight=0.52489232685071119 0.51076504645999676 1.0114961545579637 0.53361284135053111 0.56115888432998318 7.5529065546387937 0.55254493127066995 1.0118858905443633 1.0105432352665955 0.50822972861078475 0.52713418569984338 0.512581625256188 0.86309741969582965 3.012133472711775 0.5187862956081517 0.51379264922941714 0.50459507840514561 1.5118848191564684 0.52257962794954504 0.5453657002602047 1.0127955953319432 0.50192101705848757 1.5069935142441861 0.52858945888182607 5.0439058390136884 0.53875174741999909 0.5070188851241263 0.51073636529690691 1.0090602230593502 0.52549557497434563 7.5587036826607799
leaf_count=202 92 44 67 83 841 92 21 21 17 88 14 157 330 36 91 6 467 136 106 45 118 21 119 153 107 14 42 61 62 381
internal_value=5.00735e-07 -0.000519894 2.00453e-05 5.95296e-06 -6.82103e-06 4.44909e-05 0.000754004 1.54181e-05 -1.45874e-05 -0.00119173 2.61886e-05 -0.000296335 -0.000149812 0.000362967 -0.000325621 -0.00131938 -4.52163e-06 -0.000473155 3.03481e-05 0.000248217 -8.83402e-05 -0.000738934 -0.00198641 2.054e-05 0.000441704 -0.000224897 -0.000121797 0.000677432 0.000131573 0.000254469
internal_weight=42.054 1.52226 40.5317 39.9981 39.4369 33.4996 2.57497 2.02243 30.9247 1.03536 29.8893 5.9373 5.4124 1.38188 4.03052 1.01839 29.3767 2.03446 27.3422 9.64236 17.6999 2.5375 1.03051 15.1624 5.58266 9.57972 9.0727 1.5198 9.09699 8.0842
internal_count=4034 136 3898 3831 3748 2926 134 42 2792 105 2687 822 620 193 427 97 2673 603 2070 594 1476 258 237 1218 260 958 944 103 488 443
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=16 8 3 14 19 14 4 10 10 15 5 18 16 13 18 6 7 16 5 14 3 13 6 6 16 17 6 19 10 2
split_gain=3.89193e-05 0.000246462 0.000106976 0.000102852 9.50603e-05 4.44733e-05 0.000190937 0.000229026 0.000140691 0.00013215 0.000267274 0.000267756 9.43054e-05 0.00014231 0.000509498 7.20981e-05 5.46738e-05 0.0015084 0.00307825 0.00129322 0.0012885 0.000570383 0.000516591 0.000255748 6.03143e-05 5.28639e-05 0.000196167 9.1682e-05 9.34686e-05 0.000136323
threshold=22.704946905950003 8.543332867800002 93.846007959550022 143.06733454090002 14.351157895250003 286.86295687135004 296.2109057141501 62.095317438950012 61.93938686740001 43.890399822900008 22.649179082500002 12.867440043550003 22.674946976100003 98.050756475600011 17.323446153950005 16.515385879350003 24.225158517200004 22.604947139800004 22.327062271350005 300.28003674255007 91.017750006350013 109.96062599345002 13.78532209185 12.165284239900002 22.574947209950004 203.30705351230003 14.185331438000002 14.451165964200003 62.084563606450011 139.52793115400002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 8 7 -7 -5 10 11 -10 13 14 -13 16 24 18 19 -18 21 22 23 -21 -8 27 -27 -15 -29 -30
right_child=1 -3 4 5 -6 6 15 -9 9 -11 -12 12 -14 25 -16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.014393620449901241 0.0015517741140790558 -0.0011164664408834734 -5.3933380355342505e-05 0.00085336429612994577 -0.0019846120821240482 -0.0029850588191390496 0.0013492051223851706 1.5517257974941076e-05 0.027388826701384102 -0.0011252233850344371 0.0022577688314420678 -0.067139689805705699 -0.0013586130748766455 2.130293796842056e-07 0.026414154687286275 -0.0010781736876241987 0.081402807366558638 0.00013904356460311295 -0.091630310865515957 -0.015853152209838763 -0.1000831062058174 0.058322733390680816 -0.065962697500854969 0.049323904165820498 0.00015806113143182628 -4.7583738157095156e-05 -0.0020959315952470805 0.0011371746271164255 0.0013462076327750792 -0.00064629530440504324
leaf_weight=0.0049696151472947694 0.88566049648579681 0.5683167500681634 0.50507301462529852 2.0371103416473337 0.51511796748833294 0.51213472898716006 0.5111687376646955 0.50541249224407259 0.003567584690265301 1.0171047223616358 0.53083916175489676 0.0012803684926184873 0.50880618684459378 23.28406517450335 0.0010674548232851751 0.50738286065376303 0.0017434008498093652 0.50838315045257332 0.0054742240895988567 0.0013629482520373408 0.0014135219987565506 0.0015535633583567687 0.0012571997113384192 0.0010783689705480271 2.5247204521961635 3.5133157477488899 0.53930992565649649 1.5242352379136712 0.52015449314785644 1.0103633628823443
leaf_count=21 47 111 647 33 129 19 143 118 14 32 42 358 13 898 215 31 42 52 44 524 5 21 87 37 52 102 109 22 51 15
internal_value=4.87275e-07 0.000508838 -1.77181e-05 8.34282e-06 -0.00102878 6.53636e-06 -0.000269606 -0.00149468 4.72324e-05 -3.36762e-06 3.29286e-05 -5.28487e-06 -8.44742e-06 1.4155e-05 -0.0246048 3.70129e-05 0.000196035 -0.000749057 -0.03327 0.00472234 -0.0153336 0.00747554 -0.0138828 0.0129366 0.00035862 1.60569e-05 -0.000320171 6.77906e-05 0.000582883 3.08672e-05
internal_weight=42.0534 1.45398 40.5995 39.5793 1.02019 39.5743 5.08309 1.01755 34.4912 32.4541 31.437 30.9062 30.9026 30.3938 0.00234782 4.06554 3.55816 0.522266 0.0138832 0.008409 0.0066656 0.00525208 0.00369852 0.00244132 3.03589 30.3914 4.05263 26.3388 3.05475 1.53052
internal_count=4034 158 3876 3100 776 3079 1175 137 1904 1871 1839 1797 1783 1770 573 1038 1007 812 760 716 674 669 648 561 195 1197 211 986 88 66
is_linear=0
shrinkage=0.1


Tree=882
num_leaves=31
num_cat=0
split_feature=8 16 2 0 6 15 5 9 7 19 7 18 16 18 18 10 9 9 9 2 14 12 12 15 17 0 15 4 5 16
split_gain=4.37314e-05 4.56365e-05 8.32271e-05 6.20883e-05 6.82457e-05 5.30522e-05 0.00017085 0.000368056 0.000261044 5.26579e-05 0.000373455 0.00102591 0.000148645 0.000206236 0.000175849 0.000326904 5.18392e-05 0.000177313 0.000107803 0.000136119 0.000144813 0.000193507 0.000180776 0.000103205 9.5229e-05 0.000257378 8.07262e-05 0.000132811 0.000165773 0.000133338
threshold=8.8430989333000021 22.764946765650006 41.467794892200004 85.732241321850012 16.565387047600002 14.022476987850002 13.154029769200003 206.36238950785003 22.671301016600001 14.451165964200003 22.105125139000005 12.844794714750002 22.564947233300003 13.603286548350003 13.455547561900003 62.057679025150001 198.96357396150003 198.16621393750003 200.84017322135003 62.922191810850009 170.49106629835003 106.61257222060001 118.69549532925002 24.719476717350002 197.01076493205002 86.89903215050002 45.169600924000008 278.75859950360007 23.545618314050007 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 -1 4 -4 -5 7 8 -7 10 -8 -12 -11 14 15 -14 17 -13 24 -20 -21 -22 -23 -24 25 -18 27 29 -29 -25
right_child=-2 -3 3 5 -6 6 9 -9 -10 12 11 16 13 -15 -16 -17 18 -19 19 20 21 22 23 26 -26 -27 -28 28 -30 -31
leaf_value=-0.01961639034996978 -0.00089444273024133882 0.00090398725853594371 -0.0015396361535230975 0.02194820372572541 -0.00018992580630876956 0.034344299866744581 -0.057862041111543784 0.05531240587295138 -0.032117213619032227 -0.0012245403910012219 0.081324517751977216 -0.00010069530889327759 0.0030160413077053882 0.0023809514193936388 -0.00054065138093272889 0.00012866666124860399 8.3465214666136336e-05 -0.0019815402721447719 0.00086379375816522772 -0.0017818792082803126 0.0018315186410193007 -0.0011755746950422774 -0.0013782262468619083 8.5632883832876335e-05 -5.8598326645378203e-06 0.0021334263116742995 -0.0011928696958860483 0.00240492838124643 0.00021092076952000462 -0.001123833805674934
leaf_weight=0.0021628025239114326 0.53913353063076286 0.56579027500993007 0.51636920062720104 0.0011040578809574644 1.3647169609279579 0.001002603965113558 0.0011160954570844641 0.0017442511681088346 0.0014394717260813638 0.5358940038718164 0.0015505216579175798 12.665496219390224 0.52994313514500468 0.53309375507853918 1.5236260733523037 1.5076685192361763 1.508370399766138 0.52187970585146182 1.5142909467094803 0.51306068919711734 0.51491708617271292 1.5114572305153178 0.53452024121222663 9.0562311748510016 2.006764838925335 1.0311587173319132 0.50747253803120962 0.52462835352408355 1.0023408328706862 1.0135305295698334
leaf_count=11 201 49 318 605 415 75 87 82 421 64 7 553 34 84 28 41 13 35 45 67 21 44 171 216 28 36 23 242 8 10
internal_value=3.99799e-07 1.20211e-05 -3.03574e-07 7.3258e-07 -0.000560429 2.77545e-05 2.7135e-05 0.0202279 -0.00483117 2.49699e-05 -1.76107e-05 -1.57354e-05 0.000341584 0.00054657 0.000271975 0.000879617 -1.93989e-05 -0.000175128 7.72951e-05 -4.02809e-05 -0.000130478 -7.27039e-05 -0.000141997 -1.83926e-05 0.000508994 0.000915838 4.16575e-05 9.56804e-05 0.000964727 -3.6101e-05
internal_weight=42.0525 41.5133 40.9476 40.9454 1.88109 39.0643 39.0632 0.00418633 0.00244208 39.059 34.4288 34.4277 4.63023 4.09433 3.56124 2.03761 34.4261 13.1874 21.2387 16.6924 15.1782 14.6651 14.1502 12.6387 4.54629 2.53953 12.1042 11.5967 1.52697 10.0698
internal_count=4034 3833 3784 3773 733 3040 2435 578 496 1857 1606 1519 251 187 103 75 1512 588 924 847 802 735 714 670 77 49 499 476 250 226
is_linear=0
shrinkage=0.1


Tree=883
num_leaves=31
num_cat=0
split_feature=15 16 5 19 12 6 16 19 9 6 10 10 2 18 2 2 2 12 6 3 0 19 9 9 17 13 17 6 13 3
split_gain=5.38075e-05 0.000126034 4.99694e-05 0.000797126 0.0027609 5.72129e-05 0.000274788 6.33612e-05 0.000225658 0.000195299 0.000113579 0.000167512 0.000484834 0.00014073 0.00286205 7.95335e-05 0.000116209 0.000257222 0.000231108 9.05641e-05 0.000129344 8.44392e-05 0.000112225 0.000149267 6.11648e-05 0.00114606 0.0032009 0.000892744 0.0018268 0.000739552
threshold=46.683480308100009 22.584947186600004 24.279163357700003 14.351157895250003 208.68539434980002 16.705390318750002 22.704946905950003 14.551174033150001 201.32298960505003 16.485385178400005 61.93938686740001 61.87486387225001 199.66651340635002 12.885811969150001 80.683647763550013 176.09844955530005 189.28685862455004 217.64277969395002 14.525339382250001 93.394346993650018 86.382848189450016 14.451165964200003 182.80199813410005 197.90890142995002 195.76335783930003 117.51519334005 200.68028944555002 14.955349429350003 116.87802876315001 92.249063830050019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 6 7 10 9 -9 11 -1 -13 14 -12 21 18 -18 -17 20 -19 -15 -23 -24 -22 26 29 28 -28 -26
right_child=1 -3 3 4 -6 -7 -8 8 -10 -11 13 12 -14 15 -16 16 17 19 -20 -21 24 22 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00017018398323939452 7.0604299143831305e-05 -0.0018500837774463926 0.00024888580185980529 0.061157817287531384 -0.016262382202441923 -0.00079059082220770218 0.0021986960742420808 -0.0027305445616047689 0.0012674426691180764 -0.00034765998166076369 0.046488969162336032 0.0037537184141262455 -0.00056916259186035024 4.7517494739042e-06 -0.096341201820200895 -0.00021814520315898306 0.0020185257682070064 0.0013616108812517045 -0.0028176626224050137 -0.0011824661205303475 -9.7280221476817778e-05 -8.4260802236821701e-05 0.002590484168011443 0.00019533077903717596 -0.043658023807970771 -0.00040975308224207242 0.020301670841759642 0.050706450639699412 -0.10009612233936876 -0.1001182830444951
leaf_weight=1.0054667272170044 1.0032399293314234 0.51806811798016772 0.50797917628654587 0.0089731021517707177 0.0094647900578479494 0.87406189926863831 0.57432429760956338 0.5191420010074802 0.51451116599673685 1.0192098728512062 0.0032211004565912129 0.53078430744426419 0.5075197734113317 26.835100957302178 0.0024854660091976066 1.0011952257601364 0.51010610223106656 0.5088646378717393 0.51944035647167752 1.0126201570120956 1.5012846109954783 1.0006680218684794 0.523005756542261 0.51779913898246255 0.0057435931136220119 0.50301671730483122 0.005176036294555042 0.0039475674196296495 0.0016658297681715339 0.0038920757815873253
leaf_count=25 24 112 534 38 28 108 40 52 32 33 18 27 18 1651 66 121 116 8 45 30 278 8 37 30 113 31 356 44 3 8
internal_value=3.94563e-07 -0.000583469 2.23097e-05 0.000990249 0.0214154 9.57259e-06 2.74461e-05 -4.89666e-06 -0.000545465 -0.0011518 2.55039e-05 0.00074981 0.00164071 -1.74545e-05 -0.01572 -1.48537e-05 -0.00036058 -8.10895e-05 -0.00110613 -0.000383109 -6.36243e-05 5.19167e-05 0.000671899 0.0013989 -0.000421822 -0.00135264 -0.0245735 0.0128372 -0.00901229 -0.0664637
internal_weight=42.052 1.52131 40.5307 0.526417 0.0184379 40.0043 39.1302 38.5559 2.05286 1.53835 36.503 2.04377 1.0383 34.4592 0.00570657 34.4535 5.57695 4.05632 1.52064 3.54621 2.53359 28.8766 2.04147 1.0408 2.02473 0.523442 0.0204251 0.0107894 0.00684187 0.00963567
internal_count=4034 136 3898 600 66 3298 3190 3150 117 85 3033 70 45 2963 84 2879 1153 987 166 871 841 1726 75 67 833 555 524 403 359 121
is_linear=0
shrinkage=0.1


Tree=884
num_leaves=31
num_cat=0
split_feature=2 15 16 14 7 6 16 2 0 18 0 8 8 17 15 10 10 10 10 18 9 18 6 10 9 19 9 13 6 9
split_gain=4.35717e-05 4.36568e-05 0.000101923 5.41701e-05 0.000919066 0.000610152 0.000323488 0.000152799 0.00012571 0.000341002 0.000274819 0.000113913 0.00466841 0.000968326 0.00023067 0.00018566 0.00234 0.00168808 0.000139079 9.13543e-05 8.84034e-05 0.00189775 6.04784e-05 0.000156561 5.09076e-05 6.15459e-05 0.000217183 0.000949139 0.000119671 0.000195544
threshold=32.468269602050007 46.683480308100009 22.584947186600004 256.58292080065002 20.861906850000004 21.760508430800005 22.674946976100003 165.44420596670003 86.20003303655001 13.3584252364 85.925810307250018 8.1436447804000007 8.0437227585500022 199.03437346465003 35.517387705950007 80.468240302450013 78.962703749400006 78.37393141885002 70.897329358050015 13.376114027300002 219.21617201485003 12.500912874450002 16.515385879350003 62.041548276350007 215.54845996915003 14.551174033150001 177.77223095870002 117.70876232545002 16.565387047600002 199.38481636575003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 20 10 -10 -5 12 15 14 -14 16 17 18 -11 -13 21 -6 23 -21 25 26 27 -23 29 -27
right_child=1 2 -4 6 7 -7 -8 -9 9 11 -12 19 13 -15 -16 -17 -18 -19 -20 22 -22 24 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.01705694162057941 0.01544726734813489 6.3548268742281991e-05 -0.0016630241594373825 -4.6428810786330262e-05 -0.10004137929707545 0.10001395551107384 0.0026248526265682782 -0.0017798261708488782 0.0027668611312268976 -0.0010067512167915608 -0.0025222437685261884 -0.0012688055003868075 0.064899587366386152 0.017689366718670871 0.097504252254761822 0.00037825685250882747 -0.085866125849799912 0.087468947026447086 -0.036510921532606752 0.0013739083798040785 -0.0013367707554724755 -0.024669240321340595 -0.00058753816446649378 1.7765845357376636e-05 0.00098631476006213678 -0.0024591651380475076 2.2562348858414902e-05 0.1000357579345274 0.00078545152146093384 -0.00013452576331261234
leaf_weight=0.0014975135272895504 0.0020172409390458714 1.0031927562157772 0.51867126744693681 3.0135658650418438 0.0018963192843085555 0.0014784955128561705 0.52390347458489905 0.50944199584857131 0.52333814085036934 0.0024409403667255527 0.52670391912963044 0.50214106473140319 0.004478659455141587 0.0033913578697681865 0.0042091374384654046 0.50388410768460312 0.0030755750001255772 0.0023657538536881531 0.0020133875026680749 1.0238644832319321 0.50950378603071556 0.0014024973590583958 1.0150486751567767 5.0502538111218662 0.513275611326235 0.56672417627948535 24.201651503671325 0.0010805502533912659 0.51241751175160732 1.000985380298516
leaf_count=15 423 24 112 182 20 4 80 17 29 89 44 5 25 33 16 629 41 53 179 30 56 279 34 295 36 68 1176 1 30 9
internal_value=3.17195e-07 9.24673e-07 -0.00052489 2.06702e-05 -5.74563e-05 0.0512141 0.000191759 -6.38992e-05 8.71099e-05 0.000292744 -0.000414768 0.00013323 0.00155657 0.0630063 0.0806962 0.000111861 -0.0134529 0.0192024 -0.0170549 3.46342e-05 -3.1889e-05 -7.08095e-06 0.00012696 0.00024636 -2.05282e-09 -1.92627e-05 2.55965e-05 0.0295988 -0.00054124 -0.000974879
internal_weight=42.0499 42.0484 1.52186 40.5266 27.8219 0.00349574 12.7047 27.8184 12.1808 8.64051 3.54027 8.11717 0.525859 0.0120792 0.0086878 0.51378 0.00989566 0.00682008 0.00445433 7.59131 27.3089 26.7994 7.08917 6.07412 26.7975 26.2843 24.2041 0.00248305 2.08013 1.56771
internal_count=4034 4019 136 3883 2119 427 1764 1692 1684 1458 226 1429 1065 74 41 991 362 321 268 364 1675 1619 359 325 1599 1563 1456 280 107 77
is_linear=0
shrinkage=0.1


Tree=885
num_leaves=31
num_cat=0
split_feature=8 12 2 15 15 17 8 17 16 5 18 19 18 12 18 15 4 10 13 8 3 7 7 9 7 17 15 16 13 6
split_gain=3.67686e-05 4.07201e-05 0.00107179 5.30957e-05 0.00370917 0.00144377 0.000852911 0.000394636 0.0025308 0.0017219 0.000445017 0.00017415 7.28215e-05 7.26692e-05 0.000534562 6.83596e-05 0.00063584 0.000291791 6.68456e-05 6.2026e-05 0.000150806 6.16543e-05 5.12952e-05 0.000589799 0.000150953 0.000126614 0.000642634 0.000272934 0.000120145 7.44817e-05
threshold=8.8430989333000021 69.826413229550027 53.810443956900009 22.151858238250004 22.233787461850003 170.32046494050002 8.0437227585500022 179.91109285790003 18.554956610400005 21.336111252450003 13.632440008000001 12.551012654050002 16.587089536200001 94.328280857900012 14.613481077900001 24.006097767650004 157.07313959035005 75.166600869200025 110.06278740240002 8.7431769115000026 93.765354215650021 25.138824731100005 23.109894804950002 195.30595290385003 23.150522195450005 188.19076296340003 40.974857724300008 22.644947046300004 117.72489307420001 16.525386113000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 -5 6 -6 8 10 -10 -7 12 21 14 18 17 -17 -15 -9 22 -21 -4 23 25 -24 -18 -27 -28 29 -26
right_child=-2 2 3 4 5 7 -8 13 9 -11 -12 -13 -14 15 -16 16 19 -19 -20 20 -22 -23 24 -25 28 26 27 -29 -30 -31
leaf_value=0.00090209743848686588 -0.00082036056499116975 -0.056777448834908054 -4.7444786820274863e-05 0.082449862303799082 -0.0041408759816570729 -0.024975383566245183 0.1000565186516667 -0.00081829523845508535 0.08935024449625209 -0.050716323964516252 -0.10005132933827982 -0.002066078495479393 0.0010143246465451081 0.00089877278444584232 0.0033494952747691459 0.047200157390093089 -0.00029980236033494629 -0.0024790152471923736 0.00058450116433202918 0.0014072948867236994 -0.00031940654794824602 -0.0012792332059665041 0.0017312137347328508 -0.003466725982214407 3.8044652991594048e-05 0.0036016651949683392 -0.0022665173455675073 0.00055410903782191032 0.0015305640942019326 -0.00053551848427245928
leaf_weight=0.50657400104557027 0.53886751815487954 0.0033244587325488286 2.0053485292044186 0.0054607323808742994 0.0011949385023503059 0.001098236277250377 0.0022931399435037747 1.0085779796897392 0.0023141854180721566 0.0014139352706843411 0.0028089231254200125 0.51468933116830795 0.50919683866033594 0.50471873661365019 0.52716104791727492 0.0028558291524011228 4.4395377644987697 0.51844397496496974 0.5122003659744222 1.0186334039899514 1.0046842710397497 0.50960181202341814 0.52036180674108834 0.53022368546520215 21.746696699750707 0.54319146816645969 0.51891617521163724 1.0122759038115745 0.50910434495926793 2.5271579987677546
leaf_count=27 201 15 399 15 211 72 3 37 10 62 35 218 688 31 47 5 145 123 28 31 24 229 26 57 1033 129 50 27 14 42
internal_value=3.63273e-07 1.10176e-05 8.82319e-09 4.61257e-06 3.9589e-05 2.75743e-05 0.0643608 2.15827e-05 -0.0227106 0.0362283 -0.0789488 -0.00036564 -7.6237e-05 2.6218e-05 0.000605384 -7.29061e-06 1.66854e-05 -0.000812777 -0.000345831 1.2765e-05 0.000549896 -0.000297041 -2.08323e-05 -0.000259499 4.56098e-05 1.56413e-06 0.00064654 -0.000401792 1.02176e-05 -2.16692e-05
internal_weight=42.0489 41.5101 41.0035 41.0002 37.4613 37.4559 0.00348808 37.4524 0.00763528 0.00372812 0.00390716 3.53884 3.02415 37.4447 2.04794 35.3968 34.3736 1.02316 1.52078 34.3708 2.02332 2.51495 32.3475 7.04414 25.3033 6.51392 2.07438 1.53119 24.783 24.2739
internal_count=4034 3833 3806 3791 2257 2242 214 2028 179 72 107 1534 1316 1849 112 1737 1583 154 65 1578 55 628 1523 408 1115 351 206 77 1089 1075
is_linear=0
shrinkage=0.1


Tree=886
num_leaves=31
num_cat=0
split_feature=10 15 6 5 6 17 17 15 3 17 5 8 0 15 13 15 9 6 9 8 12 17 18 6 6 19 16 6 5 8
split_gain=3.74184e-05 0.000154532 0.000171565 9.61635e-05 0.00011969 0.000124399 0.000282034 0.00012466 0.000404895 0.000373545 0.000215912 0.000124684 0.000102368 0.000116095 6.12157e-05 0.000240617 0.000447262 0.00176973 0.00121285 0.000837294 0.000241709 0.000237707 0.000151133 0.000123492 0.000118868 4.81686e-05 0.000466002 0.0001246 0.000366562 0.000110359
threshold=62.041548276350007 42.246988155050012 16.495385412050002 20.305669781650003 16.405383309150004 188.41589330430003 189.50863627480001 37.408632939650005 93.14163192940002 192.28474763930004 23.928204628200003 8.4434108459500017 85.925810307250018 40.042228346200012 117.48293184245001 40.682889193900003 185.90443620030001 16.165377701450002 184.85936449530001 7.8438787148500007 134.98489220775002 193.46017548480003 13.3584252364 16.565387047600002 16.535386346650004 14.351157895250003 22.574947209950004 16.235379337050002 21.723721974650005 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 14 -3 -1 -5 12 -7 -8 -9 -10 -11 -12 13 -6 15 16 17 18 19 20 -2 -22 -16 24 25 27 -27 29 -29 -18
right_child=1 2 -4 4 5 6 7 8 9 10 11 -13 -14 -15 22 -17 23 -19 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0014902433179587171 -0.029756550589442377 -0.0025222644564269281 5.0748267965151366e-05 -0.0013902284624357974 -0.0014847537650226638 0.0026794026912945355 -0.0003969474988298176 0.0031414719126542064 -0.0023029684036455756 0.0017845119667224266 0.00046150067430597602 -0.0013423348806818434 -0.0015496661392897795 0.00011626910878491622 4.2053242443244793e-06 0.0021935275482664247 4.9052060970440723e-05 -0.10006468412367678 -0.091395694244476799 0.10000502481143066 -0.0061819315533908183 0.057906339264848665 -0.0011698317930551286 0.0015263494574954896 -0.0015415696395646725 -0.0030081452094147384 0.00044127046107633559 0.0030826772841423249 -0.00018652651028324508 -0.0010264672963607325
leaf_weight=0.50951439333543014 0.0014140639455685524 0.5284257417591911 0.50854219710491311 0.52415183252548203 0.51192287069413955 0.51765809684024233 2.0089285433782393 0.53080611063342065 0.51748446681556037 1.0259351078317425 1.5093087427100047 0.51358215152807929 0.52121589389571443 3.9293105408275095 4.0160794871044336 0.51410949830273267 16.729675346127443 0.0021999166366863509 0.0010752282746011588 0.0011626040795817971 0.0012880357962779289 0.0010509607730744205 1.5082470527096346 0.52716172899235303 0.50329264388710626 0.52767308720831296 1.5193008094320246 0.52076013612759098 1.0046308508790387 1.0117473960771111
leaf_count=18 174 119 21 103 476 35 37 23 42 30 36 55 28 74 47 28 1377 32 11 9 480 364 46 94 7 108 57 49 11 43
internal_value=3.98148e-07 -6.13778e-05 -0.00126043 0.000144452 8.78306e-05 0.000154697 0.000438317 0.000248322 0.000564715 0.000181193 0.000602836 3.53344e-06 -0.000223868 -6.82743e-05 -1.75829e-05 5.45913e-05 5.3954e-06 -0.0233581 0.00480932 0.0258527 0.0028822 0.0226143 -0.000316329 1.39598e-05 -2.25837e-05 1.32848e-05 -0.000447927 6.22856e-05 0.000929562 -1.2282e-05
internal_weight=42.0477 29.4278 1.03697 12.6198 12.1103 11.5862 6.6237 6.10605 4.09712 3.56631 3.04883 2.02289 4.96245 4.44123 28.3909 22.8665 22.3524 0.00819081 0.00599089 0.00491566 0.00375306 0.002339 5.52433 22.3442 21.8171 21.3138 2.04697 19.2668 1.52539 17.7414
internal_count=4034 3077 140 957 939 836 258 223 186 163 121 91 578 550 2937 2844 2816 1070 1038 1027 1018 844 93 1746 1652 1645 165 1480 60 1420
is_linear=0
shrinkage=0.1


Tree=887
num_leaves=31
num_cat=0
split_feature=15 8 10 4 5 13 7 6 13 5 5 5 4 16 10 15 17 8 12 3 7 16 8 17 9 18 3 6 13 19
split_gain=7.28336e-05 5.37312e-05 4.3779e-05 0.000204451 0.000263808 0.000166886 0.000939596 0.000948844 7.26984e-05 9.06584e-05 0.000327207 0.000165076 0.000282305 0.000479904 0.000135383 0.000138553 6.35459e-05 4.87026e-05 0.000143987 0.00018686 0.00011099 8.40779e-05 0.000182557 7.91229e-05 7.51173e-05 7.99329e-05 4.58157e-05 5.90728e-05 5.87303e-05 5.74522e-05
threshold=16.701947052500003 8.8430989333000021 61.901748453550006 195.50296729855003 24.794052175750004 98.050756475600011 22.061824394000002 14.980350013450002 117.67650082785001 23.455765688150006 23.928204628200003 22.649179082500002 286.25887787650009 22.494947397000004 61.987779113750001 46.683480308100009 188.41589330430003 8.543332867800002 196.95882362420002 92.781378539900018 23.899651152000004 22.644947046300004 8.3434888241000014 183.92349703790003 201.14010537530001 13.077716774800001 93.14163192940002 16.525386113000007 117.55283175385001 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=-1 2 3 16 -5 -4 7 -7 9 11 -11 17 13 -13 -12 -16 -2 21 20 -20 24 26 -23 -22 25 -19 27 28 29 -8
right_child=1 -3 5 4 -6 6 8 -9 -10 10 14 12 -14 -15 15 -17 -18 18 19 -21 23 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019742734027414645 -0.00057491335435126266 -0.00099148923316234611 -0.029991688417801178 0.0030599389649957408 -0.00012091110182677814 0.0036517801315614144 1.375522785625426e-05 -0.10006116480194389 -0.0011912313623634561 -0.0027824978744537608 -0.0015959482448317343 -0.00020565999850799801 -0.00084895850366051111 0.0041009433891068597 0.0004643639662773501 -0.0013445849566787842 0.00073350588975784354 0.00049234585712212202 0.0026781323655365365 -2.6899382706619031e-05 7.2684551174919005e-06 9.894041480523466e-05 -0.0016335577834033378 -0.0017558871858157233 0.0008394729461160546 -0.0005357658623403467 0.00092161893820994162 -0.00075957135792353023 0.000767642396781224 -0.0010619808997877655
leaf_weight=0.0018684512718526438 1.4066746477245886 0.53822218682485967 0.0018569986410729147 0.53534408611843509 0.50830021145572957 0.001658566045360558 20.239698471226323 0.0018843053935696141 0.51247123851696486 0.51948272301206078 0.5136406572164266 0.50079939795944273 0.51296665323243562 0.53536375474868692 2.5162545078876688 0.50907434098423987 0.50424633055808943 1.512544213757794 0.51890078612273949 0.50283809320535511 0.50110290489101295 1.5157857393569423 1.0158021260431267 0.51723054024307658 1.5229509631753897 1.5123140683196679 0.53920660983373991 1.0075878840311236 1.0116789438224021 0.50895697573650878
leaf_count=856 142 201 382 48 235 140 1181 121 25 39 32 7 31 39 64 72 9 24 56 6 5 46 27 50 28 26 93 16 12 21
internal_value=3.72114e-07 1.24949e-06 1.41225e-05 0.000385103 0.00151073 -1.43089e-05 -1.28648e-05 -0.0515088 -8.13179e-06 7.80926e-06 -0.000438896 6.11689e-05 0.00106964 0.00201947 -9.48806e-05 0.000159971 -0.000229653 1.29907e-05 0.000255701 0.00134688 5.54008e-05 -4.88911e-05 -0.000596226 -0.000888271 0.000266705 -2.16709e-05 1.05596e-05 -1.10167e-05 2.36442e-05 -1.26322e-05
internal_weight=42.0467 42.0448 41.5066 2.95457 1.04364 38.5521 38.5502 0.00354287 38.5467 38.0342 4.05845 33.9757 1.54913 1.03616 3.53897 3.02533 1.91092 32.4266 6.58788 1.02174 5.56614 25.8387 2.53159 1.01833 4.54781 3.02486 23.3071 22.7679 21.7603 20.7487
internal_count=4034 3178 2977 434 283 2543 2161 261 1900 1875 207 1668 77 46 168 136 151 1591 195 62 133 1396 73 55 78 50 1323 1230 1214 1202
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=15 16 0 0 9 0 7 0 7 3 18 9 18 3 2 7 6 7 3 9 3 6 18 17 7 6 6 5 0 18
split_gain=5.92392e-05 4.37894e-05 0.000229618 0.000108893 0.000310067 0.000801299 0.00038037 0.000259232 3.34439e-05 0.000479418 0.00121531 0.000254132 0.000163954 0.000135149 0.000364172 7.32911e-05 0.000144954 4.57393e-05 0.000176857 0.000445599 0.000103907 0.00015938 6.89817e-05 0.000118672 6.00515e-05 4.68599e-05 9.08495e-05 4.26407e-05 0.000287061 0.000114361
threshold=16.701947052500003 22.704946905950003 85.121961326250016 85.683849075550015 177.77223095870002 85.764502819450016 22.181995028450004 95.469836670350006 22.907491544400003 76.172084209950015 17.570773586450002 186.16747084260001 13.314799198000001 93.620177476600006 108.63443756215001 22.589037079550003 16.385382841850003 23.445318439400001 93.14163192940002 197.90890142995002 92.864720741950009 16.425383776450001 13.3584252364 188.41589330430003 23.478650568600006 16.565387047600002 16.525386113000007 21.991679690250006 86.692020874450009 13.531614672700002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -5 -6 -7 12 10 -10 -11 13 15 -15 -8 -17 18 19 20 -13 -22 23 -20 -19 26 27 29 -29 -26
right_child=1 2 -4 4 6 7 8 -9 9 11 -12 17 -14 14 -16 16 -18 24 22 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.017838184721409262 -0.0014642710098997039 -0.00047543414134126113 0.0020952765061470909 0.1000288836006932 0.030490159480243268 -0.040220024797640593 -6.3276255329155641e-05 0.024690052242781226 -0.10002447708286061 0.023063444968530061 0.041455036901095373 -0.00095226571649806128 -0.0019425585870389136 0.00083682310025816808 -0.0029097489155827496 -0.00023929030753747326 0.0021302015218323755 -0.0011151433841140701 -0.00049827470930930318 0.0035603041864959752 -0.00048717984699991483 0.0020199459482302543 -0.00051439996355165862 0.00062156739156707516 -0.0015117254731437102 0.00093049899587276065 -0.00096253805753887707 -0.0002561829440250885 0.0024456650057515308 -7.7958046980932103e-07
leaf_weight=0.0018615373362881318 0.51413008350430445 0.87929378911579081 0.5744529652924939 0.0011098986287869737 0.0040905033138106664 0.0010388964659006671 2.0038252495824049 0.0015088675446454508 0.0015195758552850594 0.0047896502741967542 0.0010111833451250662 0.53098475351997576 0.51393341772185852 0.52001639572699765 0.5177507499749936 0.50438686949564704 0.52890756637134473 0.50468054666635254 1.5138974995406895 0.52204855482887058 0.50390516198240198 0.51037757820449769 2.0170597311876861 2.5240446557036194 0.51220955152531189 0.51508347383446462 1.0102261329011515 1.5231621721717377 0.53008761404717475 22.754627158448322
leaf_count=856 688 107 51 2 23 171 24 223 76 19 55 70 37 34 34 19 61 12 22 29 5 57 33 37 10 19 18 42 104 1096
internal_value=3.40367e-07 1.13018e-06 0.000540391 -1.81835e-05 3.68093e-07 0.0291146 -2.28934e-06 -0.0017782 -5.40224e-06 2.7454e-05 -0.0434953 3.05586e-05 -0.000259439 -4.71603e-05 -0.00103237 0.000289482 0.00097357 2.74486e-05 0.00023582 0.00103441 0.000181072 0.000774382 -3.68371e-05 0.000201718 -3.44327e-05 -1.41159e-05 -3.25948e-05 4.50825e-06 0.000441353 -3.40424e-05
internal_weight=42.046 42.0442 1.45375 40.5904 40.0763 0.00365766 40.0726 0.00254776 40.0685 35.4797 0.00253076 35.4772 4.58882 4.07489 1.03777 3.03712 1.03329 35.4724 8.12232 2.06732 1.54527 1.01428 6.055 4.03794 27.3501 26.8454 26.3303 25.3201 2.05325 23.2668
internal_count=4034 3178 158 3020 2332 396 1936 394 1913 1704 131 1573 209 172 68 104 80 1554 253 161 132 62 92 59 1301 1289 1270 1252 146 1106
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=8 8 19 5 10 3 13 10 16 5 15 5 0 3 9 6 9 5 0 7 5 16 17 6 5 9 16 10 10 10
split_gain=5.00851e-05 3.80942e-05 8.91557e-05 0.000251131 8.10557e-05 0.000105904 3.90549e-05 0.000137152 0.00034901 0.000635898 0.000155612 0.000140095 0.000126836 0.000394704 0.000643918 0.000111661 4.74331e-05 4.73217e-05 0.000196621 0.000210731 6.7295e-05 0.000285662 0.000192723 0.000171496 6.28088e-05 3.75834e-05 0.000255873 0.00547815 0.00190445 0.00300421
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 61.853356207250009 94.098723023850013 117.60660091645001 62.041548276350007 22.604947139800004 24.107645372150007 42.246988155050012 24.218679034200004 86.479632682150012 93.794927255050013 204.02774515060003 16.485385178400005 198.49982034990003 22.127107789600004 86.420486603250012 23.127267687200003 20.911722254300006 22.604947139800004 191.86029796145002 16.445384243750002 20.849573174100005 210.65484416470002 18.684956306450005 80.677940036650014 76.830756451950009 78.895492296100016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 6 7 8 16 -10 17 -12 13 14 -8 -14 -6 20 -19 -20 24 22 -22 -24 25 -9 27 28 -27 -30
right_child=-2 2 3 -5 5 -7 12 10 9 -11 11 -13 15 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00093224778527061479 -0.00095803205190029845 -0.00010106939418200688 0.0026412291048229712 -0.00049158512917232648 0.00047819752636762123 -0.0014152375972238422 -0.0046594708710837821 5.4221681033510017e-05 0.0044980303694022693 -0.00042732822285119869 -0.002399173867254193 -7.1784563464228349e-05 0.0010417302261142905 0.00027421790738648718 0.0003210735520830948 -0.00044311831507755329 -0.00026268570241236565 -0.00032529723258924121 1.2465319681239854e-05 0.0028918462696548362 0.0016893686774017498 -0.0025950276805963911 -0.0020668436395437635 -6.4456031435011069e-05 0.0011197029631941041 -0.071437835751097731 5.1483977854480766e-05 1.1103344527009308e-05 0.01700444817063591 -0.08779052161051093
leaf_weight=0.88904199353367275 0.53833778172015101 1.5040459774099866 0.52305255136525353 0.50093186928235411 1.5160103253947146 0.54687668582173543 0.53797869106711116 16.721770186370762 0.54584187821274099 0.50430897706588396 0.52887198680685832 0.50615961522167963 1.0189100023468429 1.5141773634936564 0.50162682845257223 1.0069573491346089 2.0096462217114563 1.5039171172029471 0.50042907495599553 0.51651940418507303 0.51343254472331068 0.52823292311586545 0.51573646838019804 2.506190593005158 0.50581998280712426 0.014265826702144158 3.0124882048785366 0.50141611553681842 0.008240717221099203 0.0040949201442117564
leaf_count=425 201 16 28 21 32 249 43 1935 67 25 76 45 30 42 3 10 27 21 35 25 53 46 128 16 22 106 41 169 60 37
internal_value=3.27312e-07 1.27571e-05 0.000388934 0.00110866 -1.16404e-05 -3.36713e-05 -1.35465e-05 2.44701e-05 0.00053253 0.00213275 -5.74244e-05 -0.00126101 -0.000287182 -0.000755907 -0.00225628 0.000303686 5.58895e-05 -1.188e-05 0.000400939 0.00147493 -5.37886e-05 -0.00042595 -0.000101859 -0.000406193 1.90305e-05 -8.4463e-06 -0.000304427 -0.002335 -0.0465571 -0.0177831
internal_weight=42.0453 41.507 2.52803 1.02398 38.979 38.0899 37.543 32.9634 4.57581 1.05015 28.3876 1.03503 4.57965 2.55378 1.03961 2.02587 3.52566 27.3526 2.52087 1.01695 24.8317 4.06359 3.53536 3.02193 20.7681 20.2623 3.54051 0.528018 0.0266015 0.0123356
internal_count=4034 3833 65 49 3768 3343 3094 2966 151 92 2815 121 128 88 46 40 59 2694 81 60 2613 243 197 144 2370 2348 413 372 203 97
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=8 5 6 5 18 6 3 7 6 9 9 9 8 12 5 14 2 18 17 18 7 7 9 5 12 0 2 3 12 15
split_gain=4.05377e-05 3.99635e-05 0.000295496 0.000257717 0.000116385 0.000145985 0.000224551 5.56033e-05 5.14526e-05 0.000161567 0.000149942 0.000139555 0.00028668 9.6821e-05 9.52456e-05 8.08345e-05 0.00204079 0.00139972 0.000832465 0.000489231 0.000694844 5.83542e-05 0.000310067 0.000221109 0.000129931 6.6957e-05 0.000178695 0.000166895 8.86021e-05 0.000597748
threshold=8.8430989333000021 23.455765688150006 16.405383309150004 23.042623356550003 13.565177112500001 16.445384243750002 93.579850604650019 23.314707969200004 16.455384477450004 190.73543849905005 184.85936449530001 197.29115675710003 8.543332867800002 63.174563425750001 22.649179082500002 285.93967426180006 210.62522394830003 14.012834869550002 209.79142458570001 14.876098287500001 25.677928533150006 23.699538637550003 200.76482212275002 20.748863230450002 82.696898122450008 94.047642319350018 185.01730422545003 84.812788641250009 94.328280857900012 23.292710050100002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 13 10 -10 12 -11 -1 15 21 17 -17 19 -19 -21 22 -15 24 -23 26 -26 28 29 -27
right_child=-2 2 4 -5 -6 6 7 -9 9 11 -12 -13 -14 14 -16 16 -18 18 -20 20 -22 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.02146186205519646 -0.00086169701667253816 -0.0025120858897781039 0.0014263677006959071 0.0022326358631313522 0.0014091908544027402 -0.0023263515369228642 -0.00025124895473799231 0.0008867053057661046 -0.00023376065837345668 -0.0030943331064984246 0.0014824340514447713 -0.00016556094786593302 -0.00024604975516486741 9.6332919029674572e-05 0.0014397598547984565 0.10002302776933542 0.00048578163911659853 -0.069334928703027196 0.072898753975344663 0.062544537287532329 -0.042315299584331237 -0.0015700228008523427 0.0026321969488490235 -0.002092815883180207 0.002072347965230635 -0.00033798396590613701 -0.00053764671284865751 -0.0017729367118356791 -3.7862968157734901e-05 0.0035786016812612781
leaf_weight=0.0020832418631496754 0.53865284915158085 0.51840273868862841 0.50722212599703853 0.5327709148668508 0.52235669008748331 0.51320460713759608 2.8806134843278817 0.50460609332867523 1.0069734209216954 0.53273887802060738 1.0296127648471154 7.0297120462556109 1.049549871916909 6.593549361328086 0.51755038644445051 0.0033494810808510616 0.51319302908440279 0.0010115833256543472 0.0018039054706126267 0.0013353620224994221 0.0011996249848224613 0.50743913984160371 0.52021596679696802 0.51856336994330732 0.54959743461364741 1.5053052888462493 0.50185318378498778 0.51212239305519425 12.100984098747796 0.52578339233969007
leaf_count=8 201 146 14 53 66 14 521 8 34 39 39 80 20 518 47 18 709 32 89 55 98 45 19 20 106 39 4 138 808 46
internal_value=2.3872e-07 1.1425e-05 -0.000241057 4.95611e-05 -2.15565e-06 -0.000169492 -0.000377129 -8.16237e-05 1.68218e-05 -0.000167122 0.000633876 -0.000356544 -0.00120503 9.55592e-05 9.73646e-05 6.8841e-05 0.00129997 0.0493275 0.0175912 -0.01054 0.012922 4.18846e-05 0.000281776 -6.01705e-05 4.88221e-06 5.57988e-05 0.000826608 4.54823e-07 6.47195e-05 0.000675894
internal_weight=42.0434 41.5047 5.44641 36.0583 4.928 4.40565 3.89842 3.38522 35.5255 10.6486 2.03659 8.612 1.58229 24.8769 24.8749 24.3573 0.521893 0.00869996 0.00535048 0.00354657 0.00253499 23.8354 7.11377 16.7216 16.2031 15.6956 1.05145 14.6442 14.1321 2.03109
internal_count=4034 3833 769 3064 623 557 543 529 3011 212 73 139 59 2799 2791 2744 1001 292 274 185 153 1743 537 1206 1186 1141 110 1031 893 85
is_linear=0
shrinkage=0.1


Tree=891
num_leaves=31
num_cat=0
split_feature=7 9 17 17 15 6 7 7 7 9 5 13 17 6 16 15 16 9 9 4 19 15 5 5 6 6 6 17 2 9
split_gain=3.93367e-05 0.000293603 0.000454716 0.000136366 0.000766529 0.000255964 0.000126974 0.000120958 6.26136e-05 6.49855e-05 0.000126508 6.08741e-05 0.000161817 0.000106941 0.000170622 5.56351e-05 4.64991e-05 5.38724e-05 0.000313481 0.000117136 6.52161e-05 9.41097e-05 0.000106249 7.1697e-05 0.000235554 0.000211729 0.000182715 6.06145e-05 0.00039737 7.00906e-05
threshold=23.109894804950002 195.30595290385003 189.31157886915003 188.19076296340003 40.974857724300008 16.525386113000007 23.150522195450005 22.671301016600001 22.516377366000004 184.36538191430003 20.016397659050003 117.67112391160002 198.49975298390004 16.525386113000007 22.544947280100004 14.022476987850002 22.674946976100003 196.26893085885004 197.55459634620004 164.18548070700004 14.551174033150001 44.891409666300007 21.991679690250006 19.574963708700004 16.235379337050002 14.745344522600002 14.365335643750003 183.58889821140002 72.843776848050013 206.75106037490002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 -6 -2 8 9 -1 -11 13 -13 15 -15 -8 17 19 -19 -17 21 22 23 25 -25 26 27 -20 -29 -30
right_child=6 2 -4 4 5 -7 11 -9 -10 10 -12 12 -14 14 -16 16 -18 18 20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=3.1330965676210945e-05 0.0015984359590240815 0.0003166920953413123 -0.0038234800400327321 0.0039284287283331857 -0.0022474345908568933 0.00048897385281928792 0.022631296542082478 -0.0017025999102818308 0.00033185445877011356 0.00013906075770548821 -0.0020518410392870376 0.0011458452794281258 -0.00048873294938544208 0.00036598274949005622 -0.0013083183657294467 -0.0016733428647756076 0.00098169996209717053 0.0025198047510555576 -0.0003674511260987009 -0.00010266493765476615 0.0011489180349583603 -0.0013203170037759428 0.00084778380915243609 -0.0023848986999155278 -8.4832319402469009e-05 0.0020097464624983736 -0.0018512220810129579 0.0028659669606422833 0.00030281986393736323 -0.00022466732206100545
leaf_weight=1.3717840140113733 0.51979309856087397 0.53185491423154496 0.52926938666133472 0.54720677998593559 0.51532909130060933 1.015354571973148 0.0010900973017652351 0.51321730388330689 2.0095866348380622 0.50163845740462398 0.55530830998924396 1.5215647286840117 1.0061065977940868 1.0154949110540195 1.5192136457341971 0.51194876463070915 0.51433607708167883 0.52325580352024559 2.5131877908981819 6.5439973915585972 0.51752742562110299 0.51650998806306248 1.5273008040419345 0.52222379794572704 3.0210376355873905 0.54614563616775136 0.51216809316849854 0.52314100791283991 5.0417816938196713 5.0343985239349136
leaf_count=746 30 127 76 182 54 23 558 44 45 8 45 35 41 35 32 33 43 29 75 677 35 69 57 141 62 105 151 48 134 294
internal_value=2.8897e-07 -0.000197863 -0.00174835 3.61902e-05 0.000716099 -0.000432282 4.7507e-05 -0.000249131 -8.10615e-05 -0.000422717 -0.00101202 2.33939e-05 0.000495223 -1.51966e-05 -0.000637533 4.04058e-05 3.95377e-05 2.21407e-05 0.000103142 -0.000216626 4.07747e-05 1.17486e-05 4.75061e-05 -2.14935e-05 -0.000423828 7.91059e-05 1.71608e-06 7.40909e-05 0.000178784 3.92695e-05
internal_weight=42.0428 8.09055 1.06112 7.02943 2.07789 1.53068 33.9522 4.95153 4.43832 2.42873 1.05695 33.4324 2.52767 30.9048 2.53471 28.3701 28.369 27.8546 20.7987 7.05595 20.2754 19.7579 19.2414 17.7141 3.54326 14.1708 13.6247 13.1125 10.5993 10.0762
internal_count=4034 1350 203 1147 259 77 2684 888 844 799 53 2654 76 2578 67 2511 1953 1910 1200 710 1171 1136 1067 1010 203 807 702 551 476 428
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=16 0 3 14 12 12 2 8 13 5 18 19 19 19 9 9 8 19 13 17 7 5 17 18 19 17 6 6 18 15
split_gain=5.06062e-05 0.000257896 8.70397e-05 0.000114396 4.42836e-05 0.00134199 5.04499e-05 4.43444e-05 0.000167008 0.000184807 0.000667783 0.000394563 0.000343586 5.35129e-05 0.000122952 0.000281362 0.000260397 0.000232489 0.000119068 0.000233617 7.95989e-05 0.000420409 0.000226596 0.000308337 8.68677e-05 0.000103466 5.10466e-05 4.82969e-05 0.000140622 9.83571e-05
threshold=22.704946905950003 85.121961326250016 93.910530954700008 143.06733454090002 69.826413229550027 77.955876436550014 60.327272492300004 8.8430989333000021 95.986020631400024 13.154029769200003 12.844794714750002 12.250988447150002 13.351077205700003 14.451165964200003 201.32298960505003 198.49982034990003 8.543332867800002 14.551174033150001 117.59047016770002 190.94474013770002 23.203497038450006 22.862610686750006 190.94474013770002 13.192618516750001 14.351157895250003 186.09458496570002 16.565387047600002 16.465384711100004 13.3584252364 41.29990759910001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -6 -7 8 -8 11 -11 -10 -13 20 15 17 -16 18 19 -15 21 22 23 24 25 -12 27 28 -22 -29
right_child=1 -3 -4 4 5 6 7 -9 9 10 13 12 -14 14 16 -17 -18 -19 -20 -21 26 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.015203732500984495 -0.0004970896950415196 0.0022265134900803247 -0.0013122985103371516 0.0009256995269560904 -0.078134695255012085 -0.00071083201062261889 -0.039374581042984011 -0.00090792548895191776 0.075745143507065807 0.067214039886511201 0.00010978643388649113 -0.029892387663088878 0.043511948160962217 0.00023350989924221272 -0.00031908730265752482 -0.0013810198589055897 0.0028412452575007551 -0.0013594374867634445 0.0003775020063791478 0.0032524117358636857 0.001720401684384669 -0.0030786680678722999 -0.0014436132597361209 0.0024977709739645044 0.00068259884791884416 -0.001195945841684892 0.0010265007307342141 -0.00070666215662522466 4.651610684497157e-05 0.00014081206816805302
leaf_weight=0.0049457714740118721 0.87919354656543081 0.5750588178475482 0.51494507404658563 0.5040016289097683 0.0021990345976367056 1.010317701244104 0.0010762307953758867 0.52481169484451484 0.0010084576914201901 0.0014788101579971116 1.5108138560149167 0.0014660791377051601 0.0011284983726227438 0.50275365751440382 0.51415118459226483 1.0099700051310376 0.52892861677173642 0.53129954825394055 1.5151334327238144 0.52298332089594624 0.51431561983191443 0.52207859267623913 1.0037108496431129 0.52417385400835392 1.010046189381683 1.0142667612669809 0.51208139909431238 2.5135100119514382 20.761963508518569 3.0087950698944042
leaf_count=21 107 51 738 5 31 37 975 75 33 9 28 168 46 13 47 29 46 57 19 34 9 53 31 95 26 25 12 33 1162 19
internal_value=2.99152e-07 0.000579912 -2.0468e-05 -3.86789e-06 -5.74501e-06 -1.76104e-05 -1.32684e-05 5.01244e-06 1.76119e-05 1.87268e-05 1.65808e-05 0.0226654 0.00203446 1.39671e-05 0.000314527 6.69413e-05 0.00128347 0.000542956 0.000940749 0.00177273 -3.28607e-05 -0.000376842 -9.82397e-05 0.00023442 -0.00010118 -0.000414696 3.74842e-05 1.85856e-05 8.69793e-05 -0.000244921
internal_weight=42.0426 1.45425 40.5884 40.0734 40.0685 39.5645 39.5623 38.5519 38.0271 38.0261 38.0225 0.00360304 0.00259458 38.021 5.12522 4.08214 1.04308 3.07217 2.54087 1.02574 32.8958 5.58509 5.06301 4.0593 3.53513 2.52508 27.3107 26.7986 21.2763 5.52231
internal_count=4034 158 3876 3138 3117 3112 3081 3044 2969 1994 1747 247 214 1738 245 152 93 123 66 47 1493 258 205 174 79 53 1235 1223 1171 52
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=15 16 8 3 9 7 7 7 19 19 6 19 2 5 19 19 9 9 3 5 10 5 15 15 15 15 8 12 15 19
split_gain=4.75632e-05 4.09129e-05 0.00023987 7.06917e-05 0.00021547 0.000644706 0.000484198 0.000344462 7.87754e-05 5.02105e-05 4.84651e-05 5.25516e-05 0.000262064 0.000236822 0.000420386 5.44064e-05 0.00130899 0.000412773 9.48504e-05 0.000170615 0.000116866 0.000227857 0.0002022 0.000355948 9.50622e-05 0.000139342 8.04144e-05 3.46268e-05 5.54518e-05 0.000159031
threshold=16.701947052500003 22.704946905950003 8.543332867800002 93.846007959550022 177.77223095870002 22.356277907050004 22.181995028450004 22.444423115000003 14.351157895250003 14.651182102100002 16.585387514950003 14.551174033150001 181.73369492375005 13.154029769200003 12.651020723000002 14.451165964200003 184.85936449530001 196.64273721640004 93.499196860750018 24.218679034200004 61.923256118600001 23.626838821450004 41.195083317300011 43.216642080150002 39.883592142850006 39.296024648600003 8.6432548896500023 69.826413229550027 22.151858238250004 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 2
left_child=-1 3 -3 4 5 -2 -6 -7 -5 10 11 13 -13 14 -8 16 -15 -17 20 -20 -18 22 24 -24 25 27 -26 -22 29 -29
right_child=1 2 -4 8 6 7 9 -9 -10 -11 -12 12 -14 15 -16 17 18 -19 19 -21 21 -23 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.016144945836982325 -0.029739557701545544 0.0015514469139790465 -0.0010813534583431785 4.8511837488438527e-05 0.036130255022270956 0.099732279741368335 0.074863785232235067 0.018660348332929014 -0.0017084616445903985 0.00068965603979145472 -0.00097778259148499354 -0.0022912078217181544 0.00089181556818083681 -0.048101228430528359 -0.0064895390914621841 0.0013461129854212012 0.0011092940106529586 -0.0018734344680068134 -0.00098402515449867701 0.00025057275731077134 0.00081422839340269623 -0.002062486685211177 0.0032933041929851057 7.2991228102286347e-05 -0.0018493229058995928 0.00166078972791378 -6.4099678188549424e-05 -0.00011257978224777108 3.8095901932841435e-05 -0.0020167929990191646
leaf_weight=0.0018245808748805761 0.0013156491779431293 0.88528398321977764 0.56812755559258221 0.50502232710370898 0.0037091356753070617 0.0010578060295856062 0.0011624173624856784 0.0010386989262897205 0.51584400147980569 1.0223674180233491 0.52157919930003416 0.52073863965961098 0.51394283074731106 0.0056611065907991023 0.0014004054068408323 1.5307523947503789 1.0112138905387862 0.53823906657720488 2.5302677130239308 2.0073951532376668 0.50555122143124975 0.51817209289748589 0.52144423738881585 1.0043049752358681 0.50749209948304741 0.51199103603221274 0.50181343508893406 3.0219282790375632 21.748122127244038 0.51304222837579505
leaf_count=856 127 47 111 597 19 6 46 262 129 38 51 43 28 33 71 42 10 85 43 24 8 36 39 23 43 11 7 182 961 56
internal_value=2.94754e-07 9.95475e-07 0.000522305 -1.76727e-05 3.52643e-06 0.0251317 1.35918e-06 0.0595658 -0.000839287 -2.02837e-06 -2.03788e-05 -7.24275e-06 -0.000710149 1.24242e-05 0.0304098 1.03175e-05 -1.92131e-05 0.000508562 -1.14143e-05 -0.000437857 5.2312e-05 1.58999e-05 5.32481e-05 0.00117357 -9.34213e-06 2.72066e-05 -0.000961733 -5.22554e-06 -2.1611e-05 -0.000388945
internal_weight=42.0418 42.04 1.45341 40.5866 39.5657 0.00341215 39.5623 0.0020965 1.02087 39.5586 38.5362 38.0146 1.03468 36.98 0.00256282 36.9774 34.9084 2.06899 34.9027 4.53766 30.3651 29.3539 28.8357 1.52575 27.3099 26.3006 1.00931 25.7886 25.2831 3.53497
internal_count=4034 3178 158 3020 2294 395 1899 268 726 1880 1842 1791 71 1720 117 1603 1476 127 1443 67 1376 1366 1330 62 1268 1218 50 1207 1199 238
is_linear=0
shrinkage=0.1


Tree=894
num_leaves=31
num_cat=0
split_feature=8 16 2 8 19 3 18 15 13 15 2 6 15 0 7 6 17 17 9 8 18 13 4 16 7 15 9 5 9 3
split_gain=4.42926e-05 4.68873e-05 6.09894e-05 5.66251e-05 8.02083e-05 6.68915e-05 0.000178882 0.000113078 0.000104447 0.000228651 0.000196241 0.000840258 0.000121077 9.26846e-05 6.27574e-05 0.000415082 7.14184e-05 5.44733e-05 0.000277063 0.000369895 0.000166921 0.000696089 0.000145559 0.000128854 0.000121136 9.20475e-05 8.53561e-05 0.00020006 7.6328e-05 0.00010368
threshold=8.8430989333000021 22.764946765650006 41.467794892200004 8.7431769115000026 14.151141757350002 93.281431752200021 13.390703749000002 34.139075990150012 117.55283175385001 42.246988155050012 167.50942450365002 16.505385645700006 40.682889193900003 86.479632682150012 23.051546669900002 16.525386113000007 187.61467154115005 196.31479727660005 206.57490536735003 7.943800736700001 14.708525021850003 103.93041440690001 180.08554717660002 22.644947046300004 24.225158517200004 20.520114807950005 199.17419511990002 19.925387549600003 201.14010537530001 82.69159517635002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -7 9 12 -10 -12 13 -4 15 -9 -17 18 20 -20 23 25 -19 24 28 -22 27 -24 29 -15
right_child=-2 -3 3 4 -6 6 -8 14 10 -11 11 -13 -14 17 -16 16 -18 22 19 -21 21 -23 26 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016863448812480097 -0.0009008520250871658 0.000916238768687761 0.0013118576303793096 -5.6363962557457096e-06 0.0011421025269576274 0.0012834207668255162 -0.0020448180230324925 -0.0030987622665575197 -3.4562132955620016e-05 -0.002110025242983319 0.0045706140996267944 -0.00030713804798305501 0.0015261466779788644 -0.0015799201365235386 1.0917834828608002e-05 -0.00045943105598078506 0.00058324477316086347 0.0017045756630045903 0.00017437916110756718 -0.0036162634781272771 0.00020815417202746378 0.0038868341361820561 -0.00049912826027941005 -0.0017982404640720499 -0.0016477794629770682 -0.0013498912081608542 -6.2874822597285557e-05 0.002290527325950145 0.00057590536959317652 -0.00010047316525913983
leaf_weight=0.0021446909786239079 0.53843923225551193 0.56561523026175464 0.50983914495081961 1.504441037483047 1.0228546799587048 0.50921397472295105 0.53650859025315956 0.54622326166861013 2.5148545090487451 0.51966703126106395 0.54239500411199504 1.0122570985258788 0.51531848427706961 0.51071317264506966 4.0239734515926271 1.8635652759618255 1.0145549124936222 0.54587504718717639 0.50373831358838195 0.52646836688525323 1.5076300316320468 0.53081900177524932 0.51407908246280232 0.50641226803418327 0.51558813409188253 0.50660129251678032 9.5737122269832451 0.5142189916250004 1.5092715390383089 6.5345086491484645
leaf_count=11 201 49 9 15 36 575 113 145 33 68 65 12 31 66 47 30 28 112 94 143 487 27 427 8 108 91 596 28 32 347
internal_value=2.99857e-07 1.19909e-05 -5.02672e-07 3.80815e-07 0.00045888 -2.9789e-05 -0.000277448 -0.000158289 4.05335e-05 -3.36141e-05 0.000511427 0.00139464 8.99406e-06 -2.25188e-05 -0.000256854 -0.000571515 -9.18815e-05 -5.05158e-05 -0.000188362 -0.00176276 -5.45549e-05 0.000665279 0.000112109 -0.000245858 -0.000159183 -0.000183711 3.01165e-05 0.000895889 -6.94642e-05 -0.000207719
internal_weight=42.0415 41.5031 40.9374 40.9353 2.5273 38.408 8.49404 7.95753 29.914 25.8445 4.06951 1.55465 25.3248 24.8095 7.44832 3.42434 2.87812 24.2996 13.1518 1.03021 12.1215 2.54505 11.1479 9.57649 9.07008 2.01423 10.602 1.0283 8.55449 7.04522
internal_count=4034 3833 3784 3773 51 3722 938 825 2784 2674 110 77 2606 2575 250 203 58 2566 1403 237 1166 605 1163 561 553 578 1051 455 445 413
is_linear=0
shrinkage=0.1


Tree=895
num_leaves=31
num_cat=0
split_feature=15 16 12 19 15 2 15 16 15 5 17 16 19 6 4 10 5 13 10 7 2 15 18 6 7 19 2 13 9 4
split_gain=6.36295e-05 0.000120636 8.52828e-05 0.00177159 0.00603462 0.00102414 4.20473e-05 0.000481647 8.32615e-05 0.000157628 0.000126785 0.0001007 8.39986e-05 7.0244e-05 0.000106437 0.000246935 9.66685e-05 6.64961e-05 6.52493e-05 5.6946e-05 7.84853e-05 5.52534e-05 0.000406744 0.00112325 0.000270745 0.00113654 0.000259585 0.000216412 0.000392987 0.00170047
threshold=46.683480308100009 22.584947186600004 251.89085751685002 14.351157895250003 42.493282152450007 241.85323870325001 43.890399822900008 22.644947046300004 42.713473568600008 23.700766800900002 160.21442126885003 22.794946695500006 14.651182102100002 16.455384477450004 262.75803037610007 61.907125369850007 22.649179082500002 96.526400715600019 62.181348099150007 22.516377366000004 108.63443756215001 40.309074029200012 12.949585557300002 16.375382608200002 22.407814303000006 14.451165964200003 41.467794892200004 117.55283175385001 185.90443620030001 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 -2 6 -4 5 -5 8 -8 10 -10 -1 12 13 16 18 -16 17 -12 19 -15 -21 22 23 -19 25 -24 -26 28 29 -28
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 11 -13 -14 14 15 -17 -18 21 -20 20 -22 -23 24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.03444606250678086 5.2579834483605171e-06 -0.0018743495131089546 0.00018340553431258022 -0.09422750828452392 0.06984860256413325 -0.0097825710667300923 -0.0030524398897196774 0.00046443238521358789 0.0015216478261945033 -0.00031690940671340144 0.019808606021630655 -0.0013397441981028251 0.0012849941529887098 -0.0010625748532246836 0.00038517516559281179 -0.0027098895791763163 0.0014452579067676297 -0.063152139474427244 -0.0011978293290764964 0.00048052337554015611 -0.00020297344661057405 -0.00044325345063711373 -0.027100205136479667 0.016741514505209377 0.046017040942920973 0.10001247372290466 -0.060722100113579994 0.0012535016101303542 2.7790643799313465e-05 0.084557426510432659
leaf_weight=0.0010686614437948041 1.0027867656842091 0.51776705662519917 0.51189414228505015 0.0029746199979854273 0.012807079300728219 0.0027769129000603243 0.52303123056301304 1.524372569163688 1.018983221046027 0.85976449847657921 0.0017048485490026568 0.55368512644474677 0.51673483031481637 0.51400106948874036 0.50673467642830672 0.52468482611569289 0.51404374983359247 0.0035843554759819032 0.52189094826739335 2.5219855110335629 5.0322788353078067 2.0169032585264679 0.0015385330451377346 0.0034569848940009251 0.0012314850173485983 0.0012958655133843422 0.0036748371125229209 1.5278382133674302 21.294306857010582 0.001031916287132173
leaf_count=247 24 112 631 15 36 31 65 37 37 11 568 66 33 320 35 55 72 36 95 25 49 50 88 8 4 4 67 38 1149 26
internal_value=3.09612e-07 -0.000634771 2.41415e-05 0.00128378 0.0316349 -0.0534564 7.43278e-06 -0.00043399 3.12523e-05 0.000680276 -2.55873e-06 -1.53804e-06 1.93284e-05 6.38124e-07 -0.000229433 -0.00118929 8.78904e-05 5.98195e-05 -0.000114183 -4.40876e-05 2.52115e-05 5.84649e-05 0.000102773 -0.0239279 0.000110185 0.0310147 0.000106348 0.000103871 2.14045e-05 -0.0288708
internal_weight=42.0408 1.52055 40.5203 0.530453 0.0185586 0.00575153 39.9898 2.0474 37.9424 1.87875 36.0637 36.0626 35.5089 34.9922 9.62158 1.03142 25.3706 24.8566 8.59016 8.06827 7.55426 24.8549 22.838 0.00704134 22.8309 0.0028344 22.8281 22.8269 21.299 0.00470675
internal_count=4034 136 3898 713 82 46 3185 102 3083 48 3035 2788 2722 2689 579 90 2110 2038 489 394 74 1470 1420 44 1376 92 1284 1280 1242 93
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=15 16 12 19 15 18 16 6 15 16 5 14 13 13 7 15 15 15 7 7 7 6 6 9 9 18 6 15 0 19
split_gain=5.15212e-05 9.75484e-05 6.94045e-05 0.00151197 0.00515788 0.000999828 5.07817e-05 0.000240854 8.13855e-05 0.000314529 6.50856e-05 0.000222625 0.00859566 0.00348635 0.00172645 0.000696765 9.33323e-05 8.75513e-05 0.000516229 0.00156375 0.00081256 0.000337 6.86869e-05 0.000139783 0.000326466 0.000555685 9.11014e-05 7.04267e-05 0.000433776 8.14995e-05
threshold=46.683480308100009 22.584947186600004 251.89085751685002 14.351157895250003 42.493282152450007 14.030930991100002 22.704946905950003 16.635388683200002 43.890399822900008 22.644947046300004 22.938948824900006 289.05651186150004 117.62810858150002 117.48293184245001 22.907491544400003 30.807603489900004 41.800301886400014 41.492094664050008 22.105125139000005 22.181995028450004 21.147833206800005 16.285380505300001 16.455384477450004 190.73543849905005 197.29115675710003 13.112573650350003 16.555386813950005 37.870720399650004 86.565663342300013 14.351157895250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 5 -5 8 -8 10 -10 16 12 13 14 15 -12 17 18 20 -20 -1 -22 27 -24 25 -25 -26 -21 29 -29
right_child=1 -3 3 4 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 -19 19 22 21 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.032369538803971962 4.7310167790681888e-06 -0.001684818168061968 0.00016508765826388108 -0.10009297286676633 0.066091372858882391 -0.013845587252127901 0.0021921272777402942 -0.00045037027727874636 -0.0027417992395036184 0.0001002952875160137 0.0071758895070776711 -0.00070834201295118379 -0.0003944464773781257 0.09611073440958888 -0.024890028185955079 0.098863335547929657 -0.0013423673165686991 0.0013205439259032698 0.079343539924445455 1.9850826904947352e-05 -0.026054048937713337 -0.10004034425758959 0.00064658455451679171 0.00030771184804365484 -0.00034367763846886434 -0.0043391673468058979 0.00052981055056092045 -0.00071448758771911337 0.0031110151279004406 0.00044625964309565779
leaf_weight=0.0011464889107247215 1.0027832713362801 0.51837822416771495 0.51183312360260558 0.002339567454441748 0.012213534455440822 0.0031589595919854219 0.56840127652503614 0.87730412121246104 0.5240061826965593 1.5157158520958092 0.0012856651286918819 0.50209641003697647 0.50966392486669854 0.01317771135370549 0.0048752908624010161 0.0023325858964113877 0.51317485549611674 0.50706424657255311 0.0024838292592609381 21.789590632442565 0.0010578699995893968 0.0014726939032070341 1.523150953456933 0.50484676967243813 5.5186930176230362 0.52490104436479612 1.5236801093751635 1.0076352570322344 0.53764253539505746 1.5134123671923587
leaf_count=128 24 112 631 15 36 31 30 87 65 26 347 30 96 14 11 21 24 6 18 1866 70 17 43 8 59 37 48 16 80 38
internal_value=3.2023e-07 -0.00057103 2.17702e-05 0.0011591 0.0298834 -0.050543 6.70929e-06 0.000588568 -1.51155e-05 -0.000629841 1.92339e-05 0.000801519 0.00222829 0.0639098 0.0139502 0.0662842 -3.55835e-06 1.60957e-05 -3.10441e-06 8.95122e-07 -0.03747 -0.0691113 -4.82652e-06 -0.000232076 -0.000397873 -0.00206098 -0.000154691 8.29268e-05 0.000532269 -1.76784e-05
internal_weight=42.0395 1.52116 40.5184 0.529545 0.0177121 0.00549853 39.9888 1.44571 38.5431 2.03972 36.5034 1.03343 0.531335 0.0216713 0.00849354 0.00361825 35.47 34.9568 34.4497 34.446 0.00367705 0.00253056 34.4436 9.59527 8.07212 1.02975 7.04237 24.8483 3.05869 2.52105
internal_count=4034 136 3898 713 82 46 3185 117 3068 91 2977 519 489 393 379 368 2458 2434 2428 2213 215 87 2195 195 152 45 107 2000 134 54
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=8 19 4 12 17 9 17 19 9 7 17 7 15 18 13 18 19 9 7 9 15 16 2 4 7 15 7 7 0 7
split_gain=4.62858e-05 4.85942e-05 0.000150823 0.000196928 0.000483614 0.000180902 0.000259485 9.83938e-05 0.000134538 8.11639e-05 0.000284278 0.000198098 0.000171217 0.000199634 0.000135265 9.28638e-05 0.000212826 0.00017185 3.39117e-05 0.000132333 0.000107504 8.13341e-05 6.60716e-05 0.000128855 8.16401e-05 0.000147536 5.45631e-05 0.000149465 8.42221e-05 0.000132982
threshold=8.8430989333000021 14.451165964200003 284.07887079910006 179.90801194620005 193.10154186985002 190.73543849905005 188.41589330430003 14.551174033150001 199.38481636575003 23.203497038450006 190.94474013770002 22.835261448650005 43.890399822900008 13.192618516750001 117.69263157665002 13.043896815850003 14.351157895250003 194.45262321395003 23.397000037200005 197.90890142995002 45.169600924000008 22.574947209950004 188.47750099235003 271.76419630735006 23.604435110900003 38.884669609800007 23.974509389900003 23.899651152000004 93.399723909900004 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 9 3 5 -5 6 -3 -7 -9 10 12 -12 13 15 18 17 -17 -1 19 21 22 -11 23 26 -24 -26 27 28 -20 -30
right_child=-2 2 -4 4 -6 7 -8 8 -10 14 11 -13 -14 -15 -16 16 -18 -19 20 -21 -22 -23 24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00010835463742217345 -0.0009209775149671617 -0.00032776663217614846 -0.0013074354656229315 -0.00053228808446935036 0.0037716671578206895 0.0005552617046689801 0.0028471888313372465 -0.001431018799512908 0.00018646921721492504 0.00080984334463777121 -0.00046021199382278023 -0.0032561197318763447 -0.00182703508224942 0.0019312116111865599 0.0016606190365184672 -0.0024275376625196242 7.4750019010444681e-05 0.0018576352763426452 -0.00026298841034877251 0.0012514985886694502 -0.0014590582808174787 -0.00074224581227820162 -0.00020714128401910144 -0.0016124587722322452 0.00025311358454526014 0.0023294858301107953 8.631325693766907e-05 -0.0013742864382373706 0.0019042762512555438 -0.00038132496796747874
leaf_weight=3.3808761666275893 0.53814799718408224 0.50640382851815935 0.53939353165320003 0.5088667312180275 0.53614149131282129 1.0264625725030785 0.52355020471077296 1.0559493300918634 1.0023887588176874 0.50666327548538648 0.49880865626062121 0.51511648940353971 0.51582683058559631 0.52651550043119932 0.50986632794956577 0.51370037765099641 1.0046314223000081 0.51194255981681625 3.5318806833706478 1.0124962413683531 0.50726248542281283 1.0120070871962523 0.99868345199290098 0.51141196192190719 1.01178439412166 0.5170975345355372 16.181176935380723 1.0144845058384815 0.51261704324982316 0.50567208993030555
leaf_count=548 201 26 151 16 45 34 55 33 8 44 46 49 53 264 13 91 22 21 103 13 48 19 22 215 734 79 1011 18 22 30
internal_value=4.79466e-07 1.24285e-05 0.000283641 0.000449969 0.00167586 0.000138635 0.00128614 -0.000244493 -0.000643319 -3.07463e-05 -0.000324037 -0.00188065 -7.94737e-05 7.23434e-05 4.65529e-05 -0.000108528 -0.000771854 0.000150192 1.69748e-05 0.000365957 -1.79504e-05 -0.000224433 1.15442e-05 -4.3477e-05 0.00049605 0.000955383 -6.57813e-06 -0.000276692 -3.19778e-05 0.00076927
internal_weight=42.0378 41.4997 5.69916 5.15976 1.04501 4.11475 1.02995 3.0848 2.05834 35.8005 7.46742 1.01393 6.45349 5.93767 28.3331 5.41115 1.51833 3.89282 27.8232 2.53117 25.2921 1.51867 24.7848 22.2572 2.52757 1.52888 21.7458 5.56465 4.55017 1.01829
internal_count=4034 3833 368 217 61 156 81 75 41 3465 1094 95 999 946 2371 682 113 569 2358 76 2282 63 2234 1399 835 813 1184 173 155 52
is_linear=0
shrinkage=0.1


Tree=898
num_leaves=31
num_cat=0
split_feature=16 0 0 14 15 8 19 13 13 9 2 0 2 4 13 9 5 6 9 18 4 16 5 5 0 10 3 7 16 13
split_gain=4.22645e-05 0.00022052 7.97534e-05 0.000102769 5.10872e-05 3.76551e-05 4.31225e-05 0.000165599 0.000105309 0.000385107 0.00222826 0.00156035 0.00112316 0.00102528 0.000270043 9.93464e-05 0.000206437 0.000369217 0.000100854 0.000109463 6.46918e-05 5.25317e-05 9.70613e-05 0.000403925 0.000344183 0.000291601 0.000212132 0.00137335 0.00728237 0.00750718
threshold=22.704946905950003 85.121961326250016 85.683849075550015 143.06733454090002 14.022476987850002 8.8430989333000021 14.451165964200003 117.45067034490002 117.70876232545002 184.85936449530001 118.06771887965002 89.813320763900023 137.02423825130003 248.34582299520005 117.67112391160002 197.90890142995002 21.454033346250004 16.425383776450001 201.32298960505003 13.86460725495 211.80194051865001 22.534947303500005 19.925387549600003 21.454033346250004 93.399723909900004 69.999384342500022 83.538459487450012 23.899651152000004 19.144955230800004 108.17011287860002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 6 8 -8 9 10 11 -6 20 -14 21 16 -9 -18 -17 -20 -12 22 24 -24 -11 -26 -27 -28 29 -29
right_child=1 -3 3 4 5 -7 7 15 -10 14 12 -13 13 -15 -16 18 17 -19 19 -21 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=-0.0012550711933777292 -0.00046513154686271107 0.0020545378737938228 0.014653606161050693 0.021812138161408125 -0.10006261047507235 -0.00084637487209299981 -0.0013709733006898967 -2.5281452280922736e-05 -0.0014670031247528213 -0.0025213811603646656 0.099951421796616202 0.023612287293559645 -0.080391877277092474 0.050429905507356848 0.0022682197819393281 -0.00046663519954963048 3.2946486212763057e-05 0.003806466591753608 0.0018516742358407657 -0.00021933150426055415 0.065678821902542359 -0.00018862189869801865 0.0031067732436563284 5.7860734999169415e-05 0.0023945217066949254 4.6078290176331743e-05 -0.0005131372273236111 -0.10004627406305325 -0.10018692423548725 0.024247209276129059
leaf_weight=0.51495811855649165 0.87919513271177041 0.5741932971359347 0.004783739819663845 0.001073323069525566 0.0036648928973652918 0.52488941948308721 0.54500217595634026 1.0135561193965261 0.50535359157220128 0.5369955102459113 0.0010408163656450138 0.0014136282945063083 0.0012362168700295051 0.0011623661569917557 0.51373996335314487 1.506716769910611 0.50227350050408837 0.53598795462769999 0.51267747388192197 0.5081972231510008 0.0011697024576154402 14.113456784984917 0.52497248944957409 2.5219344280971359 0.51452724106638825 14.627935724553662 0.50347338292704069 0.0059123973778421038 0.0088048047114170913 0.027283770641666649
leaf_count=738 107 51 21 605 24 75 110 20 10 83 5 80 52 357 11 25 8 38 14 35 62 249 184 69 24 702 18 92 18 147
internal_value=4.65255e-07 0.00053032 -1.85097e-05 -2.6178e-06 -4.36777e-06 -4.95225e-06 6.21798e-06 0.000276856 -3.40812e-05 -1.27258e-05 -0.0199479 -0.0656372 0.0303946 -0.0169949 -7.02879e-06 0.000472966 0.000989924 0.00198097 5.33159e-05 0.000820716 0.081816 -4.20408e-05 6.53058e-05 0.000583179 -3.19464e-05 5.32665e-05 -2.6125e-05 -0.00196239 -0.0193349 0.00210994
internal_weight=42.0376 1.45339 40.5842 40.0692 40.0645 40.0634 39.5385 5.12441 34.4141 33.9087 0.00968762 0.00507852 0.0046091 0.00239858 33.899 4.57941 2.05182 1.03826 2.52759 1.02087 0.00221052 33.3853 19.2718 3.04691 16.2249 15.6879 15.1734 0.545474 0.042001 0.0331962
internal_count=4034 158 3876 3138 3117 2512 2437 250 2187 2177 580 104 476 409 1597 140 66 46 74 49 67 1586 1337 253 1084 1001 977 275 257 239
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=15 10 19 2 19 3 19 9 2 6 6 7 0 5 18 6 16 16 5 6 9 16 6 7 3 15 13 15 19 12
split_gain=4.02515e-05 8.88834e-05 4.79746e-05 5.46683e-05 4.27043e-05 0.000163431 9.61362e-05 0.000152805 0.000219473 4.67077e-05 0.000296736 0.000327758 0.000148636 0.000121948 9.69026e-05 8.83728e-05 0.000317724 0.000169912 0.000257739 0.000113445 8.26618e-05 5.17322e-05 6.20678e-05 3.6935e-05 3.30805e-05 5.22656e-05 6.61329e-05 3.30787e-05 0.00021159 0.000208971
threshold=46.683480308100009 61.977025281250008 14.651182102100002 32.468269602050007 14.551174033150001 93.281431752200021 14.451165964200003 196.64273721640004 116.68694986600001 16.465384711100004 16.505385645700006 23.604435110900003 86.643628628100018 23.455765688150006 13.679220276500002 15.255356438950001 22.454947490600002 22.624947093000003 21.269675393700002 14.785345457250001 200.95377551580003 22.674946976100003 16.565387047600002 23.626037400350004 93.499196860750018 44.891409666300007 117.53132408880002 24.006097767650004 12.651020723000002 94.328280857900012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 23 3 -1 6 -6 9 8 -8 13 11 -11 14 15 21 19 -17 20 -19 27 -18 22 24 -2 -12 26 -26 28 -5 -29
right_child=1 -3 -4 4 5 -7 7 -9 -10 10 12 -13 -14 -15 -16 16 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.022781677425879235 -0.00056524790739035454 -0.0015800440896411357 0.00096222025085879236 8.9687989719378495e-06 0.00010527259624975728 -0.001882946762594556 0.002786413922176489 -0.00087593015424134867 0.00040806081146293506 -0.003556747277085456 0.00045099378916879141 2.0380432841849614e-05 -0.00075682007081861156 -0.0014587931188584776 0.0015495213536736246 0.0026991235606908604 -0.00022431936420132947 -0.00022752369500656598 0.0029286721756607245 -0.0014303113421387293 0.00062979249892783406 0.00065049108188595592 -0.0010917070582739049 0.00064354726286364866 0.00011742500226208952 0.00023296202284500556 -0.0015023392915641499 0.0020631199594094616 -0.0021089705461206846 1.5537420410367039e-05
leaf_weight=0.0010539175818767834 0.50611090386292301 0.5106674912870387 0.53239621613010868 5.0554460610824217 1.5249574570025282 0.56721091652848077 0.52110604136032446 0.54017951517028162 1.5189646542376065 0.52436649049569684 1.5140447145167839 0.50075252963338812 2.0151353511569852 0.5201753662148566 0.51046178875172898 0.54516484892870209 4.5120305563541478 0.50893966756120768 0.52628359640584677 0.56366594623875599 1.513110008912008 1.3758856458280488 0.50753609142056522 0.50498655839589901 0.50085266059460332 1.5023485657043236 0.50745442217860459 0.5219503124055781 0.5202446183183066 11.060842122100942
leaf_count=11 28 92 67 1320 48 80 47 125 34 44 17 14 51 102 15 176 59 12 43 177 28 40 438 16 31 7 21 75 228 588
internal_value=2.46203e-07 -0.000504659 1.92119e-05 6.65428e-06 6.05389e-06 -0.000433757 3.03408e-05 0.000619586 0.00101558 -1.27219e-05 -0.000202856 -0.00180938 -7.58195e-06 5.68562e-05 0.000227644 8.79843e-05 0.000373122 0.000193521 0.00137701 -3.43838e-05 -9.82392e-06 0.000113434 -4.96051e-05 3.84776e-05 8.18095e-05 -0.000140826 -0.00069776 1.14733e-05 -0.000188647 0.000107807
internal_weight=42.0343 1.52176 40.5126 39.9802 39.9791 2.09217 37.8869 2.58025 2.04007 35.3067 9.45884 1.02512 8.43372 25.8479 6.41858 25.3277 7.60553 7.06036 1.03522 17.7221 6.02514 5.90812 4.53224 1.0111 4.0247 2.51066 1.00831 17.1585 5.57569 11.5828
internal_count=4034 136 3898 3831 3820 128 3692 206 81 3486 678 58 620 2808 569 2706 318 142 55 2388 87 554 514 44 76 59 52 2211 1548 663
is_linear=0
shrinkage=0.1


Tree=900
num_leaves=31
num_cat=0
split_feature=17 17 7 18 9 9 17 17 16 3 3 15 15 7 3 18 17 15 7 10 16 9 16 7 15 9 2 16 15 17
split_gain=0.000105658 3.86593e-05 3.93126e-05 0.000241768 0.00643798 0.00523956 0.0033832 0.000144274 0.00012448 0.000295549 0.00531946 0.00780336 0.00309475 0.00124068 0.000884034 0.000334254 8.63071e-05 0.000291418 8.3405e-05 0.000172724 0.000154042 0.000374855 7.52019e-05 5.52834e-05 8.36479e-05 5.24988e-05 0.00022043 0.000152742 0.000309581 0.000209736
threshold=160.21442126885003 212.98902586740002 23.127267687200003 13.314799198000001 190.73543849905005 193.42660545270004 196.16836764490003 191.58460912770002 22.624947093000003 93.181958801350021 93.499196860750018 39.296024648600003 38.992510055900006 22.181995028450004 94.173999851450006 11.862896247150001 188.19076296340003 42.493282152450007 23.445318439400001 61.923256118600001 22.574947209950004 192.98754432855 22.614947116400003 23.514778597300005 15.024136642500002 200.84017322135003 63.19085977000001 22.614947116400003 40.042228346200012 199.03437346465003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 7 -5 -6 -7 8 9 -2 -11 12 13 14 -12 -16 -10 -18 19 -4 21 -21 -13 -20 -25 26 -26 28 -27 -29
right_child=1 -3 18 4 5 6 -8 -9 16 10 11 22 -14 -15 15 -17 17 -19 23 20 -22 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=-0.031560143877264794 -9.7862778657327112e-05 -0.00086191303829769679 0.0021487879887743971 0.00065600816128093644 -0.10025694382789896 -0.059739257010331483 0.015051182829428923 0.0015785711290411905 -9.3582302427686856e-05 -0.00062678322049692769 0.098886077987345167 -0.086071876781042389 0.10005446932284093 -0.064529424760145226 0.020061586594612588 -0.049545371042470331 0.0025810499850482775 -0.00077889122381229745 -0.00051946374701276237 -0.00059204375309308539 -1.6976414642556968e-05 0.0032212740168854736 -0.10027055665926013 0.02891242405637939 -0.0018122363534220623 -7.9004159724188063e-05 0.00032165954536055415 -0.0018613643610391657 0.0023979702737898984 0.00061261348762490868
leaf_weight=0.0010607380946073821 1.5142339340244975 0.51279366210199739 0.51450762169241482 0.51074720323353795 0.011111063473706648 0.010714632994406295 0.013888003518900405 0.51511546841527334 4.4440399476756625 0.51610224436444696 0.0010392887943450196 0.006993594520708247 0.0032565491273999214 0.0031471284305556457 0.0016575599676199038 0.0011817022316625153 0.52256167544328469 0.51014355010511192 2.0049307624579376 0.50959067027549376 4.5371451667587692 0.52169003148446791 0.0079939987845136784 0.0010024498088466718 0.51127478566309825 13.157937694497271 9.1037459730668182 1.0252652630379646 0.52470217648730688 0.51470497581561847
leaf_count=278 85 390 19 248 19 29 25 53 155 19 8 29 3 15 129 307 44 32 31 54 56 103 13 391 22 708 579 51 75 64
internal_value=2.49937e-07 1.04639e-06 1.17043e-05 -0.000178759 -0.00221418 -0.0432611 -0.0175206 -4.05451e-05 -0.000151272 -0.000814825 -0.00282019 -0.0476176 0.0194731 -0.0178781 0.0199757 -0.00890886 9.77822e-05 0.000921281 6.14159e-05 0.000395755 0.000233779 0.00133698 -0.0936451 -1.43475e-05 2.64246e-05 2.52587e-05 0.000208191 -9.0286e-05 1.59829e-05 -0.00103449
internal_weight=42.0343 42.0332 41.5204 8.59393 0.546461 0.0357137 0.0246026 8.04747 7.53235 2.05561 0.541372 0.0252698 0.0102822 0.00702568 0.00387855 0.00283926 5.47675 1.03271 32.9265 6.08293 5.56843 1.03128 0.0149876 26.8436 24.8386 24.8376 9.61502 15.2226 13.6826 1.53997
internal_count=4034 3756 3366 1213 321 73 54 892 839 608 523 504 462 459 444 436 231 76 2153 232 213 157 42 1921 1890 1499 601 898 783 115
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=17 8 8 14 19 5 10 3 18 6 15 7 16 10 7 8 18 16 5 17 17 17 12 14 9 7 17 7 17 16
split_gain=8.64915e-05 4.79704e-05 6.73847e-05 0.000284056 8.60779e-05 0.000226346 6.34874e-05 7.72991e-05 0.000216994 0.000111729 9.96489e-05 0.000393134 0.000138767 7.54061e-05 6.34804e-05 0.000100704 9.47232e-05 0.000131019 0.000141414 8.53623e-05 5.73984e-05 0.000290885 0.00429225 0.00149466 0.000194888 0.000121698 0.000104833 0.000192885 9.56322e-05 0.000131241
threshold=160.21442126885003 8.8430989333000021 8.7431769115000026 128.57956104760004 14.151141757350002 23.545618314050007 61.853356207250009 93.281431752200021 13.390703749000002 16.405383309150004 45.169600924000008 22.381996090050006 22.644947046300004 62.079186690200011 22.516377366000004 8.2435668022500028 13.112573650350003 22.604947139800004 24.279163357700003 184.37225457675004 190.38166638035003 191.37184185705004 87.068884678600014 156.61564208075004 206.75106037490002 23.109894804950002 188.10488866565001 23.109894804950002 192.61429575720004 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 3 -2 -4 -6 -5 10 9 -9 11 -8 20 14 15 -11 19 -18 -19 -16 24 -22 -23 -24 26 -25 -13 -28 -27 -30
right_child=1 -3 4 6 5 -7 7 8 -10 13 -12 12 -14 -15 16 -17 17 18 -20 -21 21 22 23 25 -26 28 27 -29 29 -31
leaf_value=-0.028690705717134148 0.049953804358828888 -0.00093817802464185281 3.1873959518755213e-05 0.00081488181022629268 0.0026768445444926899 -0.00029727470496084717 0.046000252950987704 -0.0015957988337840661 -0.0022640143223370923 0.00014910049373481729 -0.00134333270167929 7.4510270326930413e-05 0.001639233696530048 0.0011030507017093475 -0.0001371733714323371 -0.0018042933804568344 4.6789680702434729e-05 -0.0024585197290990426 -0.00010153380056614643 0.0011626439442643027 0.002443607801677614 0.060647738230094665 -0.10012522105070794 -0.0014876395663100644 -0.0020738867917743302 0.00071651633908607405 0.00037085344818934266 -0.0023858423742683442 -0.0010941293740112127 5.9290998759248329e-05
leaf_weight=0.0010507044594579842 0.0011373995449649446 0.53723550199287373 1.5052482062310439 0.88779898640676336 0.52252025810230385 0.50147808598048016 0.0018624713050056077 0.51743148711352915 0.53299988344829419 0.50400061020377462 0.51629963489551656 6.5528120359230462 0.54280621196994516 0.50571457958887389 1.0033997789317366 0.55403658488211094 2.5114819309578142 0.51693809765413312 0.50151151319481135 1.0176786052637163 0.52224116492290917 0.01168338345114861 0.0014902746770520938 0.51781418311548577 0.51969243436814228 2.0241297292255309 0.50397380197202313 0.51134622927049633 1.0486911174526294 16.632528265582238
leaf_count=278 14 195 16 349 28 21 171 91 104 103 46 492 66 38 14 40 25 31 14 29 106 48 2 42 102 90 23 48 942 466
internal_value=-1.44905e-08 7.0278e-07 1.28597e-05 -1.96103e-05 0.000513041 0.00122034 -2.10692e-05 -4.05625e-05 -0.000313264 -0.000177032 3.38894e-05 5.80824e-05 5.51709e-05 -7.38496e-05 -0.000163904 -0.000873786 -2.8599e-05 -0.000341171 -0.00129788 0.000517327 2.53634e-05 0.000113412 5.32761e-05 1.82719e-05 -0.000200625 2.56516e-05 -7.19912e-05 -0.0010175 6.54176e-05 -9.11954e-06
internal_weight=42.029 42.028 41.4907 38.9615 2.52925 1.024 38.9604 38.0726 8.16519 7.63219 29.9074 29.3911 29.3892 7.11476 6.60905 1.05804 5.55101 3.52993 1.01845 2.02108 28.8464 20.7586 20.2363 20.2247 8.08782 20.2232 7.56813 1.01532 19.7053 17.6812
internal_count=4034 3756 3561 3496 65 49 3482 3133 489 385 2644 2598 2427 294 256 143 113 70 45 43 2361 1696 1590 1542 665 1540 563 71 1498 1408
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=16 0 3 19 4 13 2 10 17 13 16 9 8 16 15 5 18 3 0 3 5 12 2 17 17 9 16 3 15 16
split_gain=4.47563e-05 0.000268638 7.49449e-05 8.099e-05 6.93766e-05 4.925e-05 0.00010549 8.46846e-05 0.000154622 6.91968e-05 0.000184951 0.000158669 0.000688885 0.00010574 7.27366e-05 0.000248199 9.36691e-05 4.56706e-05 0.000329122 8.60674e-05 0.000159458 4.77069e-05 0.00108422 4.36525e-05 0.00013484 0.000410262 0.000104995 0.000101161 0.000151499 9.20486e-05
threshold=22.704946905950003 85.121961326250016 93.846007959550022 14.351157895250003 142.34057910165004 117.64961624655002 199.66651340635002 61.987779113750001 185.45496942040003 117.56896250265002 22.604947139800004 179.18874144770004 2.3481675133500004 22.664946999500003 42.246988155050012 23.700766800900002 13.632440008000001 93.281431752200021 86.054856297550018 93.14163192940002 22.213482503200002 69.826413229550027 53.810443956900009 196.16836764490003 199.84861692095004 205.67007911670001 18.634956423400002 85.63276837105002 23.292710050100002 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=2 -2 4 -4 -1 7 -7 8 -6 11 -11 12 -9 14 17 -16 -17 19 -19 20 21 -13 -23 -24 25 27 -26 28 -25 -29
right_child=1 -3 3 -5 5 6 -8 9 -10 10 -12 13 -14 -15 15 16 -18 18 -20 -21 -22 22 23 24 26 -27 -28 29 -30 -31
leaf_value=0.012088401435548313 -0.00055408235487075118 0.002226454387737688 3.3925826921237632e-05 -0.0017482707236028683 0.00022124119663403057 0.00082614704907589683 -0.0002754698718133873 0.02240185241543249 -0.0015256359485955231 -8.8851072338720768e-05 0.0012591726727089359 0.00094412477009751502 -0.086965085807255316 -0.0014782372177045188 -0.0024644212551571823 0.001173850817509872 -0.0007471709689507558 0.00052851517760263932 -0.0025813498123813845 0.0013244970821007351 0.0017583391578468045 -0.073523378179216656 -0.00015615928686974644 0.00058139222107015472 -0.001493647161412029 0.0031993677816255874 -2.4299213285850951e-05 0.0012454096928402429 -0.0018682530358053722 -0.00010223036364168258
leaf_weight=0.0047488630480064789 0.87883629801046825 0.57466961156387697 0.50507635697952391 0.51497328720269031 1.0020488795173386 2.0369933255060455 1.5163459509349193 0.0012979014379986731 1.0249914549232242 3.0157266469104789 1.5362967073069738 0.50406028493309918 0.0010353819568724811 0.50994914720376883 0.52303483066073653 0.50958100844350418 0.50572702174758888 1.0091230637778767 0.51346684615418769 0.51394555753358773 0.51538149592306481 0.002007648530940708 13.148439178678835 0.50475083533582743 0.52220772759410206 0.52577367657887286 7.0754646200064153 1.02822994649614 0.50511184135761766 0.9995299937436356
leaf_count=22 107 51 647 129 6 34 32 702 34 40 49 3 206 39 51 26 22 19 42 26 33 10 810 13 436 117 247 38 37 6
internal_value=2.7185e-08 0.000545253 -1.95041e-05 -0.000865818 2.3206e-06 8.69419e-07 0.000356045 -3.41905e-05 -0.000662083 3.27661e-06 0.000366104 -5.28656e-05 -0.0261291 -5.07972e-05 -2.56147e-05 -0.000694689 0.000216986 1.19944e-05 -0.000520232 4.33493e-05 1.73558e-05 -1.88018e-05 -3.87665e-05 -3.26976e-05 0.000112748 0.000620282 -0.000125291 0.000173875 -0.000643868 0.000581127
internal_weight=42.0288 1.45351 40.5753 1.02005 39.5553 39.5505 3.55334 35.9972 2.02704 33.9701 4.55202 29.4181 0.00233328 29.4158 28.9058 1.53834 1.01531 27.3675 1.52259 25.8449 25.331 24.8156 24.3115 24.3095 11.1611 3.5634 7.59767 3.03762 1.00986 2.02776
internal_count=4034 158 3876 776 3100 3078 66 3012 40 2972 89 2883 908 1975 1936 99 48 1837 61 1776 1750 1717 1714 1704 894 211 683 94 50 44
is_linear=0
shrinkage=0.1


Tree=903
num_leaves=31
num_cat=0
split_feature=17 8 15 5 9 9 19 3 15 19 5 2 16 8 19 15 12 15 18 5 7 3 2 13 7 16 13 19 5 16
split_gain=7.04649e-05 4.69181e-05 5.20547e-05 8.60882e-05 0.000337282 0.000204476 0.00208482 0.00134479 0.000704256 0.000174428 0.000162753 9.05564e-05 5.62653e-05 5.96555e-05 7.22177e-05 5.90695e-05 0.000305974 0.000113739 0.000283857 6.48309e-05 0.000283348 0.000510326 9.68875e-05 6.35438e-05 8.96963e-05 0.000196859 7.32457e-05 0.000131086 6.01088e-05 0.00028372
threshold=160.21442126885003 8.8430989333000021 16.701947052500003 13.154029769200003 201.97224908750002 179.18874144770004 14.351157895250003 76.172084209950015 30.807603489900004 13.051052998800001 29.026000224750003 41.467794892200004 22.764946765650006 8.7431769115000026 14.151141757350002 43.890399822900008 221.60958460755003 45.169600924000008 13.3584252364 22.649179082500002 23.051546669900002 93.458869988800004 149.63420042300001 117.61735474900001 23.165384528550003 22.654947022900004 117.55283175385001 14.451165964200003 20.911722254300006 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 2 -2 4 9 6 8 -7 10 -4 -5 -9 13 15 -15 19 -17 -18 -19 23 22 -22 -21 26 25 -25 28 -28 -13 -30
right_child=1 -3 3 5 -6 7 -8 11 -10 -11 -12 12 -14 14 -16 16 17 18 -20 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.025997864833737297 -0.017128543355105757 -0.00092783802908660514 -0.03459257009931288 -0.029277332282671122 0.046415055696433449 -0.10002374261130097 -0.083383431455437418 -0.024135885361755233 0.093743335066535205 0.020171079571165179 0.022015685633476938 4.6006345578653035e-05 0.0010113442748080276 3.52848224964356e-05 0.0011245628095714435 -0.0026576081275340646 0.00083990218123344146 0.0001285412595238049 -0.0024798706073601135 0.00050942836832095536 0.0039741476559493711 -0.00047265043147273018 -0.0009317227846164976 0.00016723490246124231 -1.5340120795335755e-05 -0.0026098364182363994 -5.8063641491147816e-05 0.0014053743900366313 -9.3547787997012657e-05 -0.0025337865619011
leaf_weight=0.0010425228976619341 0.0017715640112417877 0.53724724644327082 0.0013314431430798681 0.001044174303589585 0.0018409442728231085 0.0013437111442645691 0.002778360009529024 0.0015521311943221807 0.0012075742779416032 0.0010327318145231246 0.001517789524488132 20.755721694283114 0.56351071285098342 1.5046886568525217 1.0220797914735582 0.51752835921752804 1.0145789282441913 2.0099531514783648 0.52648346918137079 0.86958553666409111 0.52756257569784082 0.50523714022710919 1.0063772064968359 0.50761897693337166 1.5072761987527199 0.51345326036243932 1.5251564461362073 1.0223829841997938 5.0489576900329913 0.52610652141811431
leaf_count=278 728 195 291 315 80 59 20 4 19 59 138 1038 42 15 36 65 22 39 102 21 34 7 22 14 21 31 52 27 208 52
internal_value=3.3178e-08 6.78084e-07 1.27014e-05 1.34333e-05 0.0143208 1.1983e-05 -0.017658 1.47725e-05 0.0307854 -0.0106704 0.0011103 1.80135e-05 1.89175e-05 5.24762e-06 0.000475899 -2.57347e-05 -0.000386008 -5.49426e-05 -0.000412882 1.69803e-05 0.000468632 0.00179881 -0.00026369 -2.48498e-05 -0.000505571 -0.00122923 1.72382e-05 0.000529246 -3.22993e-05 -0.000323828
internal_weight=42.028 42.0269 41.4897 41.4879 0.00420512 41.4837 0.0065479 41.4772 0.00376954 0.00236417 0.00256196 41.4758 41.4743 40.9107 2.52677 38.384 4.06854 3.55102 2.53644 34.3154 2.90876 1.0328 1.87596 31.4067 2.52835 1.02107 28.8783 2.54754 26.3308 5.57506
internal_count=4034 3756 3561 2833 430 2403 492 1911 472 350 453 1852 1848 1806 51 1755 228 163 141 1527 84 41 43 1443 66 45 1377 79 1298 260
is_linear=0
shrinkage=0.1


Tree=904
num_leaves=31
num_cat=0
split_feature=17 8 15 5 13 9 9 2 9 12 12 12 4 2 4 9 8 3 10 0 18 8 17 7 6 6 6 19 16 0
split_gain=5.7487e-05 3.79796e-05 4.22952e-05 7.08617e-05 0.000281644 0.000258626 0.000177203 0.000591384 0.000535049 0.000108399 4.22781e-05 4.84568e-05 0.00011295 6.49748e-05 6.25076e-05 0.00192197 5.59536e-05 0.000129999 6.95373e-05 9.33006e-05 0.000761572 4.86919e-05 9.90536e-05 8.80247e-05 0.000611761 0.000109868 0.000146135 0.000164118 0.000189812 0.000103004
threshold=160.21442126885003 8.8430989333000021 16.701947052500003 13.154029769200003 100.88707980320002 201.97224908750002 177.77223095870002 120.31044416595002 66.346857137250012 63.174563425750001 69.826413229550027 82.696898122450008 147.84286409485003 60.327272492300004 156.01728445355005 179.18874144770004 8.7431769115000026 93.765354215650021 61.853356207250009 85.495657006400009 12.844794714750002 8.3434888241000014 204.12988953870004 23.109894804950002 16.505385645700006 14.185331438000002 16.465384711100004 14.451165964200003 22.644947046300004 86.756543869550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 5 -4 7 -5 -9 -8 -11 13 -13 -12 -14 -16 18 -18 -17 -20 -21 -22 23 24 -23 -25 27 28 29 -27
right_child=1 -3 3 6 -6 -7 9 8 -10 10 11 12 14 -15 15 16 17 -19 19 20 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.023557779716890138 -0.015461175991234116 -0.00083454911957914722 -0.0042462176527386861 0.069193390098656563 -0.026168419148586992 0.056319992186298899 -0.027050537634318542 0.031912113223817366 -0.056689216838885718 0.00091985041844985153 -0.0014767450028448951 0.027131856463347367 -0.010211560668487231 0.00012555889542534987 -0.10006835430440693 0.00087130262379453915 0.0013281493081268103 -0.00027438388524264558 -0.0013236831693771661 0.051174431455950499 9.4576442981349963e-05 -0.0035855820101299857 -0.0014873215452764852 -0.0007963032147960922 0.00017350770166449223 -0.00026452320393637925 -0.00024088548654607007 0.0021516348346911837 0.002119266596390982 0.00065390834219245463
leaf_weight=0.0010358311628156916 0.0017666301127324804 0.53755251456563158 0.0012332387006939037 0.0015718676461024543 0.0012689661940940137 0.001646104744615684 0.0014804004458700551 0.0015259442644190383 0.0012317399698804671 0.50410294111497833 0.51202690398297679 0.001536089381260263 0.0059763143071894778 0.50042042881250381 0.0019186295661616217 0.88186367999878612 1.0204688340891146 1.0044763067348155 0.54687530129762407 0.0029069556039748026 19.738888338683815 0.55051826465060161 0.52634973623804526 1.5112407148950566 2.0268408373679989 3.008420720017225 6.0388176733022831 0.52030133772488074 0.51730242939265725 2.0554159877793894
leaf_count=278 728 195 245 196 111 74 3 85 198 5 57 4 16 2 13 37 35 24 52 11 998 114 130 47 41 25 75 26 22 187
internal_value=2.98635e-08 6.10503e-07 1.14314e-05 1.20903e-05 0.0130813 0.0303791 1.07833e-05 0.0202406 -0.00766232 8.67173e-06 9.63754e-06 -1.5612e-06 1.57491e-05 -0.000684777 1.47067e-05 1.62364e-05 2.10429e-05 0.000533211 -6.30294e-06 -2.71951e-05 -7.76842e-06 -1.18454e-05 -0.000137218 -9.34304e-05 -0.000629426 7.7638e-06 0.000107855 0.000453017 0.000294664 0.000108269
internal_weight=42.027 42.0259 41.4884 41.4866 0.00414831 0.00287934 41.4825 0.00432955 0.00275768 41.4781 41.4767 40.9726 39.9601 1.01245 39.9586 39.9526 39.9507 2.02495 37.9257 37.0439 36.497 36.4941 16.7552 16.2289 2.57736 13.6515 12.1403 6.10144 5.58114 5.06384
internal_count=4034 3756 3561 2833 430 319 2403 479 283 1924 1921 1916 1857 59 1853 1837 1824 59 1765 1728 1676 1665 667 537 155 382 335 260 234 212
is_linear=0
shrinkage=0.1


Tree=905
num_leaves=31
num_cat=0
split_feature=17 0 16 3 19 4 13 15 18 18 3 4 6 3 6 19 5 2 5 13 16 3 5 3 7 13 7 6 12 16
split_gain=4.68391e-05 3.96415e-05 0.0002383 6.0877e-05 8.07853e-05 7.90201e-05 0.000194549 0.00010115 4.65053e-05 0.000636158 0.000321814 0.000375688 0.000204777 0.000168774 0.000107692 0.00010744 0.000146255 0.000340843 5.14867e-05 5.03151e-05 6.13832e-05 5.56358e-05 6.42642e-05 0.000173479 4.94575e-05 0.000116717 4.31156e-05 9.81413e-05 9.30391e-05 3.49198e-05
threshold=160.21442126885003 85.121961326250016 22.704946905950003 93.846007959550022 14.351157895250003 142.34057910165004 95.986020631400024 16.914647018700006 13.4793103924 13.531614672700002 92.598563387050021 280.10798094650005 16.565387047600002 93.14163192940002 16.525386113000007 14.451165964200003 21.043187000650004 197.87172150825003 22.127107789600004 117.50981642375002 22.554947256700004 93.216908757050007 21.955793948900006 93.69276584615001 23.514778597300005 117.47755492620001 23.699538637550003 16.435384010100005 82.696898122450008 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 -3 -7 -8 10 -10 11 -9 13 14 18 19 -17 -18 24 20 -12 -21 -23 -24 25 -11 27 -26 -28 -30
right_child=1 2 -4 4 -6 6 7 8 9 12 15 -13 -14 -15 -16 16 17 -19 -20 21 -22 22 23 -25 26 -27 28 -29 29 -31
leaf_value=-0.021320693944902481 -0.00066331281879550849 0.012949771695181673 0.0020388541660854012 0.00012417059138283335 -0.0016581754756631419 -0.043473827990393621 0.029727219998855022 0.0037014175035047186 -0.0035365962772941867 -0.0017624929818593838 -2.3489016211186248e-06 -0.00011794851545235649 0.0019534429853492199 -0.0018155939437394311 -0.0014518381743853538 -0.00017333564534374496 0.0032911609099067493 -0.00034230429942821696 0.0009981761997017414 0.00054636512431157312 -0.0011054584153381956 0.00029558677457922983 -0.0012131328972316115 6.3588326660591143e-05 0.0011719117371676577 8.2586665463240717e-05 -0.0013407734319741415 -0.00022163735622123795 8.3383204813207082e-06 0.00084823362191257287
leaf_weight=0.0010303717794631897 0.88062339635225484 0.0047157460248773422 0.57354543032306438 0.50259968256684295 0.51475012581782831 0.0010291471419269218 0.00114499023302883 0.53151471482035295 0.52046088376211841 0.52119614137389447 1.0009683504399611 0.49963046147816526 0.52316818811490762 0.52736388257653644 0.50489755629018773 1.0098513104130682 0.52930593340715837 0.50400975812226534 0.53056690272645468 1.5175068524185897 1.0169312864472884 2.5161313278731541 1.5268797405468033 3.5127821660862537 1.0184714265877048 1.0019463005992291 0.50771058012049408 1.003115163552138 18.213832139362552 0.50884860767109685
leaf_count=278 575 22 51 46 126 859 50 97 20 156 10 10 47 37 10 30 34 12 122 25 34 36 44 25 32 55 40 8 1117 26
internal_value=3.1761e-08 5.54498e-07 1.47632e-05 -1.38508e-05 -0.000777646 5.79447e-06 4.25106e-06 5.38248e-06 4.52195e-06 -7.64903e-05 0.000149679 0.00185078 -4.05395e-06 -4.61323e-05 -6.94171e-06 1.61293e-05 0.000682501 0.0015189 2.43607e-05 -0.000106626 -0.000558267 -6.18167e-06 -0.000117155 -0.000323223 1.67481e-06 -0.000548771 4.11256e-05 0.00048043 -5.05604e-06 3.11652e-05
internal_weight=42.0265 42.0255 41.1449 40.5713 1.01735 39.554 39.5493 39.5482 39.5471 25.3816 14.1655 1.03115 24.8611 24.3379 23.8106 13.1344 2.04317 1.03332 23.3057 11.0912 2.0179 9.0733 7.55579 5.03966 22.7751 1.52314 21.252 2.02159 19.2304 18.7227
internal_count=4034 3756 3181 3130 172 2958 2936 2077 2027 1670 357 107 1650 1603 1566 250 76 46 1556 174 44 130 105 69 1434 211 1223 40 1183 1143
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=17 17 18 3 10 8 10 0 8 5 17 17 17 5 7 10 9 10 5 6 17 17 5 17 7 7 3 9 0 15
split_gain=3.34268e-05 3.81621e-05 3.8021e-05 0.00010364 9.84968e-05 0.000466752 0.000394984 6.98722e-05 0.000177182 0.000134349 0.000382765 0.000972071 0.000773385 0.000943728 0.0013278 0.000444886 5.08793e-05 4.54468e-05 0.00010839 0.000118608 0.000127602 0.00023385 0.000115209 0.000162708 0.000706077 0.000173582 0.000236109 0.000102444 9.96943e-05 8.64153e-05
threshold=212.98902586740002 160.21442126885003 15.946034773700001 77.489428693900024 75.634392583900009 7.7439566930000003 75.408562100950022 96.959242474650011 8.3434888241000014 16.569990495050003 171.59570528810005 164.98791775435004 174.98430420910003 19.234448447350001 20.873561687950005 57.772276765200012 215.54845996915003 62.041548276350007 20.305669781650003 16.405383309150004 188.41589330430003 189.50863627480001 21.043187000650004 193.10154186985002 23.626037400350004 23.296055099200004 93.281431752200021 201.32298960505003 85.925810307250018 42.246988155050012
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 -3 11 -11 13 -12 -15 -13 17 18 -14 -20 28 -22 -23 25 -25 26 -24 -26 -21 -19
right_child=-2 2 3 -5 5 -7 -8 8 -10 10 12 15 16 14 -16 -17 -18 29 19 20 21 22 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.019276526729651362 -0.00080226312039080388 0.0016425052916485936 1.085977781150301e-05 0.001643061551983615 7.7024290357506986e-05 -0.00328650263991689 0.0027553584884059236 -0.0021509231947353137 -0.00012105953608198839 0.051768770275839787 0.10000892709718133 -0.02328783831961756 0.0015662209504641606 0.075106742664929629 -0.041905615371199162 -0.10006103420564401 0.00097967830626964039 -5.639990849717964e-05 -0.0013977964527903161 -8.6372369865226668e-05 0.0024749086786554457 -0.00072119099829827925 0.00046942121371690521 0.0042567678880191589 -0.0011217024352418556 0.00052439409266008769 -0.0025709152483301841 0.00061732534351657993 -0.0015498464111301162 -0.00099563549235921647
leaf_weight=0.0010259234585409107 0.51293881145232134 0.51035509731850126 1.5061867735821242 0.52449853412051539 2.0027707263186723 0.51960735937442581 0.52424034737890579 0.51912580129906816 2.5051920889890766 0.0010615439769540123 0.0016751252310129852 0.0016032104550184334 0.50953776473783108 0.0017523097666070075 0.0021715743159423928 0.0014263061863980546 0.52694856572497784 18.731901196523776 0.52157428241571402 4.4312042559392815 0.51618058349206908 1.0034722411191976 0.50244734273292146 0.53650721529096435 0.50729088807378264 2.0103701912203178 0.51955436011860812 1.0195601282925961 0.520115332212299 1.0336382929084837
leaf_count=278 390 56 549 111 265 114 24 109 26 122 10 98 17 55 35 117 88 901 74 203 33 19 5 50 21 14 53 45 28 124
internal_value=5.78293e-08 9.97139e-06 1.0448e-05 0.000432435 -1.12565e-05 -0.000615859 3.00065e-05 -9.20724e-06 -0.000469487 3.24574e-05 7.48186e-06 -0.0305784 1.12856e-05 0.0371738 0.0103492 -0.0594329 4.95936e-06 -1.09113e-05 0.000137522 7.73006e-05 0.000143817 0.000431164 0.000258201 0.000451066 0.00113609 -1.50524e-05 -0.00107619 3.95395e-05 -0.000240104 -0.000105517
internal_weight=42.0259 41.513 41.512 2.03069 39.4813 2.52238 36.9589 36.4347 3.02432 33.4103 32.9 0.00409106 32.8959 0.00559901 0.00392388 0.00302952 32.8903 32.3634 12.5978 12.0883 11.5667 6.61538 6.0992 5.09573 2.06336 3.03237 1.022 1.52685 4.95132 19.7655
internal_count=4034 3644 3366 660 2706 379 2327 2303 135 2168 2112 337 1775 100 90 215 1675 1587 562 545 471 240 207 188 116 72 58 66 231 1025
is_linear=0
shrinkage=0.1


Tree=907
num_leaves=31
num_cat=0
split_feature=8 7 6 9 5 7 14 18 3 9 10 18 17 3 7 6 15 5 4 3 7 18 16 16 8 15 12 8 18 7
split_gain=5.04699e-05 4.49062e-05 9.80946e-05 9.56586e-05 9.72927e-05 7.82154e-05 7.46179e-05 5.1589e-05 9.77143e-05 0.000182655 7.37836e-05 6.32243e-05 0.000230106 0.000434514 0.000207573 0.00012834 0.000135105 0.000160421 0.00051412 0.000113521 7.38204e-05 8.88307e-05 5.82505e-05 9.25929e-05 5.16165e-05 5.09117e-05 4.30786e-05 4.37916e-05 0.000113922 0.000478811
threshold=8.8430989333000021 22.516377366000004 16.575387281250006 186.68586460755003 20.444185446200006 21.844899366700002 137.67556691715004 13.043896815850003 93.72771580185001 200.52256857420005 61.901748453550006 13.327513832500001 190.4716172434 92.864720741950009 22.938075114600004 16.525386113000007 44.521563843850011 21.991679690250006 286.25887787650009 93.281431752200021 23.445318439400001 13.531614672700002 22.634947069650003 22.554947256700004 8.7431769115000026 36.548474543700003 82.696898122450008 8.4434108459500017 14.104086706500002 25.297859295400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 5 -5 -1 -3 25 10 -10 -9 12 22 -14 -13 16 17 19 -19 20 -16 -22 23 -12 26 -8 -23 -28 -29 -30
right_child=-2 2 -4 4 -6 -7 7 8 9 -11 11 14 13 -15 15 -17 -18 18 -20 -21 21 24 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00044002341776781025 -0.00096289085988565627 -0.022913511082555883 0.0013916804081956751 -0.00010881788387506434 -0.0020301474526511596 0.0011125623619341715 8.8269919661417825e-05 0.00070690109183318148 -0.0023180996994554906 -7.5056523821741782e-06 0.000280227774017136 -0.0020647530336326213 -0.00044451391754176241 0.0036633116918461002 0.0011986907702813978 -0.00092119972258037112 -0.0015708019927814687 0.0035751268046138882 -0.00027322347244217361 -0.001488552928603672 -0.0013032372561345917 -0.00091230921484143244 0.00035889047108722354 -0.0010720943599114949 0.0007262293741067097 0.001004130872678853 8.3232873790416737e-05 6.0748578678726853e-05 -0.0033046375156139517 0.0010007363423675572
leaf_weight=0.86287930111469124 0.53728713174189024 0.0014186836197030974 0.52851911614064206 0.50089882494648907 0.55623008561233689 0.52002333077224072 1.5028382853946074 1.5164028632534599 0.51841611935182541 1.0060740944812065 1.0056484059787103 0.50985904804271243 0.50449119563563705 0.52596102909410547 0.52391243638777751 1.5204583353242345 0.5203989044138656 0.52816119807438555 1.0129145870050238 0.5062501601933026 0.51274141474277968 0.51088586659564938 2.0138339248442207 1.0196933519182492 1.0108600931162062 1.0181717292243151 17.183535060317375 2.5129165197204224 0.52504794729713899 0.50846165049807102
leaf_count=720 201 3 54 11 40 123 13 21 97 29 28 56 8 49 148 25 57 27 78 9 11 49 25 26 22 35 1885 47 84 53
internal_value=9.25817e-08 1.25637e-05 3.85707e-05 -0.000403628 -0.00111976 0.000143807 2.00049e-05 2.08495e-05 -9.77727e-06 -0.000793243 2.48703e-05 -6.51192e-06 0.000318338 0.00165219 -6.55682e-05 -2.83355e-05 2.41691e-05 5.693e-05 0.00104569 -7.10793e-06 2.50962e-05 -1.91348e-06 -2.19478e-05 -0.000400622 2.80727e-05 0.000458163 -5.1529e-06 1.72038e-05 -0.000302728 -0.0011865
internal_weight=42.0252 41.4879 39.0479 2.44003 1.05713 1.3829 38.5194 38.5179 35.9969 1.52449 34.4724 32.956 5.06963 1.03045 27.8864 27.3765 25.8561 25.3357 1.54108 23.7946 23.2884 22.7644 4.03918 2.02534 22.2517 2.52101 21.2408 20.73 3.54643 1.03351
internal_count=4034 3833 2939 894 51 843 2885 2882 2834 126 2708 2687 136 57 2551 2495 2470 2413 105 2308 2299 2151 79 54 2140 48 2118 2069 184 137
is_linear=0
shrinkage=0.1


Tree=908
num_leaves=31
num_cat=0
split_feature=5 15 17 8 16 3 0 6 5 8 2 10 15 7 7 13 15 2 15 8 9 3 5 16 17 4 17 15 9 17
split_gain=4.73267e-05 6.6062e-05 0.000148428 6.60068e-05 4.25733e-05 0.000209649 5.44832e-05 0.000215095 0.000120951 0.000376924 0.000104154 0.000144613 9.68636e-05 0.000272466 0.000870757 0.000156363 7.65217e-05 0.000431146 7.96976e-05 6.16713e-05 0.000153892 0.00191046 0.000427477 3.73113e-05 3.90119e-05 0.0002468 0.000225021 0.00051305 0.00019223 0.000190426
threshold=25.568932055400001 46.683480308100009 187.51563899930002 8.8430989333000021 22.704946905950003 95.346167596350014 85.995710218650018 16.445384243750002 22.649179082500002 8.543332867800002 115.07851450450001 61.987779113750001 40.682889193900003 22.381996090050006 22.061824394000002 95.986020631400024 39.296024648600003 182.48209946165005 16.914647018700006 8.7431769115000026 184.85936449530001 92.598563387050021 13.716117217950002 22.674946976100003 190.69924117675001 162.53166217615004 191.86029796145002 24.006097767650004 206.75106037490002 187.88259729165003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 6 -6 7 -1 12 -10 -9 -12 13 14 -8 -15 18 -18 -17 20 21 22 -20 24 28 -26 27 -27 29 -22
right_child=-2 2 -4 -5 5 -7 8 10 9 -11 11 -13 -14 15 -16 16 17 -19 19 -21 23 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0022286615807529382 0.00094935263468427463 0.00041257261078213282 -0.0020087962319616042 -0.0011004286968508325 0.0020332203001896224 -0.00043140695041417879 -0.020254291727284105 0.0012515748082084568 0.0030236218099298977 7.5135236586208732e-05 -0.0012872297066599788 9.377663594624955e-05 -0.0013600930523019054 -0.039455147294750824 0.090175893793225964 0.026448108058657879 0.0028875674281404339 -0.0012089751051904611 -0.01121333310235953 0.00075084039021811348 4.6808503082763236e-05 -0.10007051980123378 0.07432979259449228 -0.00088945056605039424 0.0021820020503025344 -0.00084311679619189289 -8.8874647031065787e-05 0.0036247766750207356 -0.0020670355103638281 -0.0019242537249015057
leaf_weight=0.52031299840566259 0.51875374039057121 0.5016029386860541 0.51112630206760912 0.53002079552611903 0.57637955017525999 0.86025904596681357 0.0015440022484587276 0.5186587233392651 0.55210208872497135 2.0194232962294336 1.0135455402399829 3.0103807412340498 0.51911198287625282 0.0010036664501872341 0.001328341130028568 0.0011381155510957744 0.52011382996147504 0.50769562898482123 0.0010101262320593154 1.0155836256308237 7.5472625020431341 0.0017119751259997429 0.0013853439543822788 0.50718484482058457 0.53056515486479128 0.5045502621596849 17.664303142372034 0.52386201405881394 0.51878587853890223 0.52418796805733325
leaf_count=167 542 7 69 135 56 19 130 75 84 31 32 66 72 920 39 32 19 30 112 27 224 6 19 14 101 14 790 46 61 95
internal_value=1.14104e-07 -1.17497e-05 -0.000809497 8.20173e-06 2.29051e-05 0.000557402 2.97407e-06 -0.000302756 4.92294e-05 0.00070817 -8.21608e-05 -0.000254071 -5.62187e-06 1.75275e-05 0.0308151 1.46148e-05 1.59192e-05 0.000864044 -1.37899e-05 -1.48163e-05 -4.22689e-05 -0.0193972 0.0382578 -3.94618e-05 -2.39621e-05 5.52077e-05 -5.1582e-06 0.00143278 -0.000201129 -8.11991e-05
internal_weight=42.0249 41.5061 1.01273 40.4934 39.9634 1.43664 38.5268 5.0629 33.4639 2.57153 4.54259 4.02393 30.8923 30.3732 0.00287234 30.3703 30.3693 1.02781 29.3415 29.3404 28.3248 0.00410745 0.00239547 28.3207 27.8135 19.2233 18.6927 1.02841 8.59024 8.07145
internal_count=4034 3492 76 3416 3281 75 3206 340 2866 115 173 98 2751 2679 169 2510 1590 49 1541 1509 1482 137 131 1345 1331 951 850 60 380 319
is_linear=0
shrinkage=0.1


Tree=909
num_leaves=31
num_cat=0
split_feature=5 15 17 8 7 13 2 9 5 18 13 17 8 16 18 18 10 6 17 7 5 7 15 6 6 5 8 5 6 3
split_gain=3.83583e-05 5.34769e-05 0.00012003 5.34288e-05 5.15704e-05 9.39563e-05 0.00028668 8.91766e-05 9.64396e-05 7.59878e-05 8.05841e-05 0.000270278 0.000325784 7.9121e-05 0.000127017 0.000125372 0.000194006 9.56944e-05 0.000179846 8.45778e-05 9.12529e-05 0.000119602 9.77921e-05 0.000101053 9.81305e-05 0.00011531 0.000106054 5.56139e-05 8.92852e-05 0.000427692
threshold=25.568932055400001 46.683480308100009 187.51563899930002 8.8430989333000021 22.516377366000004 117.69263157665002 156.81164617195003 186.68586460755003 20.444185446200006 13.043896815850003 117.60660091645001 190.94474013770002 8.7431769115000026 22.654947022900004 13.192618516750001 13.303774303900001 62.068432857650002 14.955349429350003 189.31157886915003 22.938075114600004 23.389417063900002 23.127267687200003 42.246988155050012 16.565387047600002 16.495385412050002 21.991679690250006 8.543332867800002 21.566902724800006 16.100376182700003 93.181958801350021
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -1 -9 -6 13 -12 -13 14 -11 16 -16 -15 -19 -17 22 -22 23 24 25 27 -26 28 -21 -30
right_child=-2 2 -4 -5 5 6 -8 8 -10 10 11 12 -14 17 15 19 -18 18 -20 20 21 -23 -24 -25 26 -27 -28 -29 29 -31
leaf_value=0.00010448732459415241 0.00085497490369356951 0.00037142474942058248 -0.0018054902153655267 -0.00098967329229762355 0.00055266047571411465 -0.0007069033776347086 0.0026385701169384422 -0.00010974888427435126 -0.0020226995463156184 -0.00090312174507100609 0.00053021056922861003 -0.0034947783154553659 6.2383342202478961e-05 -0.00040826026342684904 -0.00027452553456885101 -0.0012776701357609776 0.0024822074098720275 -6.7151207948043721e-05 0.0025789864902585492 -3.6257621325716959e-05 -0.00015344468258671743 0.0020184466085138518 -0.0013884361334510781 0.00098846463094466033 -0.001422611305099008 0.0010697638779463394 2.8532117702764331e-05 -0.00060536653250513773 0.0030554612979378807 -0.00045709746929450457
leaf_weight=1.3790776486051748 0.51843309571597629 0.50146476965639919 0.51177732285432231 0.5303819472166954 2.5221362759913708 0.50383215194597031 0.52102873563308094 0.50086995484161867 0.55618791360211617 1.5212292110998173 1.01989202040022 0.52975734057662272 0.500919600839552 0.50109336671266547 0.50372203951502814 0.51296826039559107 0.51760537089649006 0.50554897753090677 0.52210840238990386 18.733062379822009 0.49948686587360391 0.51494992411291374 0.5102254386821653 1.0132659297669295 1.0105017471861395 1.0165809413929938 1.004013641089841 1.5097163989081419 0.52991189788099191 1.0023072599287841
leaf_count=406 542 7 69 135 42 8 32 11 34 47 17 48 4 10 21 61 45 13 49 2104 4 42 37 21 32 36 15 29 105 8
internal_value=1.28918e-07 -1.05487e-05 -0.000728111 7.4069e-06 2.06403e-05 4.95845e-05 0.000993901 -0.000425212 -0.00111628 2.30704e-05 -1.62393e-05 -0.000623914 -0.00176596 2.27881e-05 -1.25134e-05 3.44014e-05 0.00112258 0.000724765 0.00127724 -5.49466e-06 1.83711e-05 0.000949054 -1.74866e-05 9.60518e-06 -3.03787e-05 2.8753e-05 -0.000699376 -1.98473e-05 2.37725e-05 0.000757707
internal_weight=42.0241 41.5056 1.01324 40.4924 39.962 37.5259 1.02486 2.43614 1.05706 36.501 33.9789 2.05057 1.03068 31.9283 30.3995 28.8783 1.02133 1.52875 1.02766 27.857 27.344 1.01444 26.3296 25.8194 24.8061 22.7916 2.01452 21.775 20.2653 1.53222
internal_count=4034 3492 76 3416 3281 2830 40 451 45 2790 2748 69 52 2679 2607 2560 66 72 62 2494 2433 46 2387 2350 2329 2282 47 2246 2217 113
is_linear=0
shrinkage=0.1


Tree=910
num_leaves=31
num_cat=0
split_feature=10 5 9 0 18 7 17 7 15 17 17 7 7 15 5 18 6 2 5 9 10 5 17 6 7 19 9 7 2 6
split_gain=4.3484e-05 0.000116706 0.00288918 0.0046041 0.00227272 0.00259252 0.00272609 0.00108792 0.000248379 0.000132675 0.000163776 0.000100353 7.48291e-05 6.0801e-05 0.00024876 9.45691e-05 5.16727e-05 0.000105041 0.000137158 0.000236735 8.42628e-05 0.000184684 0.000257449 7.09251e-05 0.000184223 6.80535e-05 9.50611e-05 3.51807e-05 3.30573e-05 0.000110302
threshold=61.93938686740001 23.928204628200003 205.67007911670001 85.764502819450016 13.4793103924 22.589037079550003 187.51563899930002 19.078733418100004 41.800301886400014 188.19076296340003 191.86029796145002 18.508193892750004 23.604435110900003 43.890399822900008 24.041678002600005 13.376114027300002 16.455384477450004 198.51835910855002 22.127107789600004 200.52256857420005 62.041548276350007 22.246947245750004 187.51563899930002 16.555386813950005 23.667467222350002 14.351157895250003 185.44496129890004 23.9417051038 171.97230602530001 16.265380038000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 5 6 7 11 9 12 -11 -3 -1 16 -15 -16 20 18 23 -20 21 22 -2 24 -18 -25 -27 -21 29 -22
right_child=13 2 -4 -5 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 -17 17 -19 19 27 28 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0016542145257869543 2.5088403738856218e-05 -0.012870377463620681 0.00033493031849188775 -0.096565513490552826 0.091996673440370935 -0.10011986162582032 0.099501984604774718 -0.10005287892631978 0.0019489619131577603 0.0014238199336016985 -0.00037405477726546441 0.030626617539912745 3.2179575379180368e-05 -0.0024399613125486381 0.00017257300191780533 -0.0013146440809369765 -0.0014483225713348487 -0.0015964487819098282 0.0024546082064891505 0.00042263649803472576 -1.9887013122059643e-06 -0.00026746107633901143 0.0031984694119677609 -0.00029948986536113193 9.7178265528666343e-06 -0.00027896723341457524 0.0016549141782097783 -0.000755730921703026 -0.00021788480382245375 0.00077558378337408103
leaf_weight=0.55524958740201202 0.50175609200958893 0.0010357173179711687 0.50932021980784725 0.0080909004609566182 0.0022629137990584644 0.002789168286614796 0.0023918630593347256 0.0015867484782565722 0.89202721221954551 1.0164276954128584 1.0103040354663333 0.0010871641135956622 0.50010772049427032 0.52422533081864431 2.5123501677322926 0.51525131903038479 1.5289313604625911 0.51081900984779594 0.52529055057911733 0.51136429184470855 16.747523570561764 1.0034264470996275 0.52121620479010744 2.0095806660789926 2.0003088309822488 0.49987033172510542 0.5171468443259073 0.50217158670420758 4.5426863422639405 2.0473364878735074
leaf_count=66 4 167 56 12 13 8 10 158 32 23 27 59 2 58 76 83 40 56 101 55 1465 15 43 30 10 9 36 4 1142 174
internal_value=1.45789e-07 0.000293789 -0.0011022 -0.039137 0.00252223 -0.0202514 0.0162587 -0.0374142 0.000479457 5.41491e-05 0.000527599 0.00940518 -0.000855074 -3.50924e-05 -0.000428765 -8.05285e-05 6.06982e-06 -0.000205672 -0.000117906 0.000731725 7.79097e-05 0.00069646 0.00164196 -0.000317337 -0.000621932 3.78435e-05 0.000704399 -0.000161203 2.4201e-05 8.27128e-05
internal_weight=42.0239 4.50268 0.528565 0.0192445 0.0111536 0.00889066 0.00610149 0.00370963 3.97412 3.08209 2.02673 0.00212288 1.05536 37.5213 3.55183 3.0276 33.9694 8.60548 8.09466 1.53883 25.3639 2.0264 1.02297 6.55584 3.52924 3.0266 1.01702 1.01354 23.3375 18.7949
internal_count=4034 633 483 427 415 402 394 384 150 118 50 226 68 3401 217 159 3184 341 285 160 2843 62 47 125 50 75 45 59 2781 1639
is_linear=0
shrinkage=0.1


Tree=911
num_leaves=31
num_cat=0
split_feature=0 16 3 14 6 10 10 10 15 5 10 13 13 3 15 6 5 13 3 3 16 13 10 0 10 6 0 5 16 19
split_gain=4.11959e-05 0.000264251 0.000101253 8.10453e-05 6.98705e-05 6.23784e-05 0.000117628 4.08934e-05 7.18594e-05 9.09016e-05 5.15991e-05 5.185e-05 5.72379e-05 0.000251306 7.12026e-05 0.000238667 5.21529e-05 0.000272117 7.29909e-05 0.000133709 9.40114e-05 3.34943e-05 0.000197646 0.000329331 0.000296244 8.76802e-05 6.00408e-05 0.000141501 7.099e-05 0.000257344
threshold=85.121961326250016 22.704946905950003 93.846007959550022 143.06733454090002 16.575387281250006 61.93938686740001 61.87486387225001 61.987779113750001 46.683480308100009 24.279163357700003 62.009286778800011 117.57433941890001 117.55283175385001 93.394346993650018 42.246988155050012 16.495385412050002 22.127107789600004 117.46680109370001 93.491131486350014 93.216908757050007 22.644947046300004 101.53768667075001 75.634392583900009 97.39208423365001 75.408562100950022 11.865277230300002 96.959242474650011 16.569990495050003 18.764956119400004 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 2
left_child=-1 2 3 -2 -4 6 -5 -7 9 10 -9 12 14 -14 16 -16 18 -18 19 20 21 25 24 -24 26 -12 27 -23 29 -28
right_child=1 -3 4 5 -6 7 -8 8 -10 -11 11 -13 13 -15 15 -17 17 -19 -20 -21 -22 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.00067682557890562725 0.013300619418717814 0.0021452440631307972 -0.0018210696461207446 -0.00018648374633338288 -0.00016217862911091713 -0.00041588588962276077 0.0010557011650540596 0.00043269706304212741 -0.0011781796127606377 0.001344508863445009 6.0292602137392171e-05 -0.0010420967330540462 0.0022735719074574536 -0.00085838150368275183 -0.0023684023393060727 0.00067940630881061002 0.0024415539141642273 -0.00020990100994179627 0.0011305997742618119 -0.0016829193874681042 -0.0013859753007541737 0.0016554390911237848 0.0004068481274757786 -0.0031730761690354978 0.0023505865234076844 0.0014683834107974457 -1.345575147332442e-05 -3.6583402371269745e-05 1.9683636153554436e-05 -0.0027530664829448588
leaf_weight=0.88028253998412864 0.0045874238567397132 0.57394723442439399 0.51387488223698941 1.5051731205866326 0.50185644258459661 2.5311133143079578 1.5446301760675849 2.5240567864238974 0.50925180604153197 0.50928118760364682 3.0106725321993792 0.50555355331743967 0.51435859203775069 0.51043967511913024 0.52061119278057322 0.50728838529903442 0.52100952643064191 1.505631158230244 0.50898378383385434 0.50923211390545375 0.51275472986890136 0.5103247785009114 0.50418557664391517 0.52408697607189936 0.52384818337668448 0.51836146816311712 1.003855316889257 15.691672342792971 1.5005646088612818 0.5207374018694394
leaf_count=709 21 51 161 16 13 43 47 35 52 35 1259 12 30 24 55 6 57 20 37 16 26 44 35 127 25 190 13 788 11 76
internal_value=6.57245e-08 1.45486e-05 -1.5596e-05 9.72119e-06 -0.00100144 8.17948e-06 0.000442644 -2.81249e-05 7.70054e-07 1.87147e-05 -1.77814e-06 -3.78232e-05 -2.08533e-05 0.000713584 -4.69021e-05 -0.00086425 -1.67524e-05 0.000471736 -5.50658e-05 -7.88904e-05 -4.59819e-05 -1.77164e-05 -6.60913e-05 -0.00141776 4.27885e-06 0.00026712 -5.96468e-05 1.67113e-05 -0.000468602 -0.000949193
internal_weight=42.0222 41.1419 40.568 39.5523 1.01573 39.5477 3.0498 36.4979 33.9668 33.4575 32.9482 30.4242 29.9186 1.0248 28.8938 1.0279 27.8659 2.02664 25.8393 25.3303 24.8211 24.3083 20.7793 1.02827 19.751 3.52903 19.2272 16.202 3.02516 1.52459
internal_count=4034 3325 3274 3100 174 3079 63 3016 2973 2921 2886 2851 2839 54 2785 61 2724 77 2647 2610 2594 2568 1119 162 957 1449 932 832 100 89
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=6 16 9 8 19 13 15 19 18 18 19 7 8 5 10 13 5 3 2 10 13 6 6 16 3 6 18 12 7 18
split_gain=3.47372e-05 8.84549e-05 0.000677349 0.00143898 0.000580903 0.000203163 0.000190024 0.000168915 0.000154798 0.000191116 0.000132572 8.64017e-05 8.20431e-05 0.000164425 0.000115164 0.00277394 0.00509006 0.00227162 0.00443784 0.000180711 9.53537e-05 0.000182413 6.9765e-05 0.000195383 0.000354813 0.000123126 6.8482e-05 0.000108368 6.51778e-05 8.14029e-05
threshold=16.465384711100004 22.644947046300004 185.44496129890004 8.0437227585500022 13.651101412550002 101.12097566055002 44.190294328500009 14.351157895250003 13.820816557100002 13.314799198000001 14.551174033150001 22.356277907050004 8.4434108459500017 24.041678002600005 61.93400995115001 117.67650082785001 23.389417063900002 94.972471916200007 122.61368745920002 61.977025281250008 117.51519334005 16.565387047600002 16.165377701450002 22.534947303500005 93.181958801350021 16.445384243750002 13.258241318650002 140.52911877810001 22.996658327800002 13.4793103924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 10 -3 9 -9 11 -4 14 20 15 -2 -17 -18 -19 -16 21 -14 28 24 -24 -25 27 -22 -13 -30
right_child=12 7 6 -5 -6 -7 -8 8 -10 -11 -12 22 13 -15 19 16 17 18 -20 -21 26 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.01995120542835967 -0.00017663440038555555 0.0022534710745723608 0.029409214027853112 0.069884996432093172 -0.076785443407543313 0.028591686573752745 -0.0018847161777084784 0.00083532814078715947 0.0015943541132907816 -0.0018984455231852524 -0.001532935441921545 -0.0011374366852829325 -0.0024519261208667854 -0.0020468771805370782 -0.0017811875849744073 -0.01584507413512171 0.092250724902340847 0.094902132892717761 -0.10011448997604196 0.00019482647595211279 1.0658111557279109e-05 0.00021171297008350069 0.0034027010138023787 -0.00021138774186082922 -0.0002987168687809566 0.00086669009890656039 0.0002221692772925701 -0.0012661603448633524 0.0012604717305421769 -2.4062102919580913e-05
leaf_weight=0.0014847420832454134 0.50631290484846636 0.52025852095721559 0.0010042012545515835 0.0042195543001071201 0.0010395058611629079 0.0020561443534158215 0.52132474481590563 0.50798370650366631 0.50820120133539592 0.51496360056444246 0.52212525191589421 0.50732821425481844 0.5112290149754688 0.52624981890792888 0.50951925847445156 0.01273667884379398 0.011625656846955934 0.0026856658333880281 0.0020634110528094385 5.0486552339308517 1.9165126587076886 0.51721515989060762 0.53780347695010167 3.5194693263456429 0.4995215599774383 1.5155638879514297 3.5154431861990929 1.0177122178176885 0.50746157579123874 17.731840605868893
leaf_count=820 265 39 7 21 31 230 93 31 31 23 62 29 26 131 45 16 15 40 52 192 50 68 116 63 3 24 34 29 16 1432
internal_value=8.81657e-08 6.46912e-05 1.45744e-05 0.0277537 -0.0110586 0.00823699 5.13627e-06 0.000696762 0.000167819 -0.000540885 4.40133e-05 7.71868e-05 -0.00012787 -0.000338353 0.000148613 0.00154929 0.031567 0.0684453 0.01017 1.36848e-05 -0.000218121 -0.00111235 7.6e-05 0.000370584 0.00162029 0.000113118 -7.5529e-05 -0.000432196 -1.9421e-05 1.16767e-05
internal_weight=42.0216 27.9236 25.8722 0.00879995 0.00458039 0.00354089 25.8634 2.05141 1.53115 1.02295 25.3421 24.82 14.098 8.00436 6.0936 0.535424 0.0291114 0.0163747 0.00474908 5.55817 7.47811 1.02844 24.819 6.07236 1.03733 5.03503 6.44967 2.93422 18.7466 18.2393
internal_count=4034 3071 2947 1102 1081 1050 1845 124 85 54 1752 1690 963 338 625 388 123 107 92 237 207 94 1683 206 119 87 113 79 1477 1448
is_linear=0
shrinkage=0.1


Tree=913
num_leaves=31
num_cat=0
split_feature=5 6 16 3 13 10 10 2 6 15 7 9 18 16 7 4 5 19 7 16 9 16 19 18 3 6 0 16 16 7
split_gain=4.65337e-05 6.25717e-05 0.000160145 7.493e-05 7.72829e-05 0.000522939 6.9317e-05 0.000127227 6.24769e-05 4.85513e-05 8.9832e-05 4.14486e-05 0.00105237 7.72174e-05 4.81852e-05 0.000100012 8.17593e-05 0.000516459 4.47371e-05 9.42201e-05 0.000215678 0.000121822 5.86574e-05 0.000249576 0.000225725 0.000107097 0.000262994 0.000261801 0.000192862 0.00017687
threshold=25.568932055400001 16.705390318750002 22.704946905950003 93.846007959550022 117.63886241405002 61.987779113750001 61.87486387225001 199.66651340635002 16.575387281250006 14.022476987850002 22.061824394000002 186.68586460755003 12.920478434700001 22.644947046300004 22.938075114600004 203.92124079100003 13.154029769200003 12.651020723000002 23.445318439400001 22.554947256700004 192.98754432855 22.614947116400003 14.251149826300002 13.975517741000003 92.324340657750014 15.975373262050001 93.399723909900004 19.644954061550003 19.144955230800004 23.667467222350002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -6 -8 -5 -7 -11 13 -13 -12 15 -14 17 -16 19 20 -18 -21 25 -24 -25 26 -20 28 -28 -27
right_child=-2 -3 -4 8 6 9 7 -9 -10 10 11 12 14 -15 16 -17 18 -19 22 21 -22 -23 23 24 -26 29 27 -29 -30 -31
leaf_value=-0.003190005745886345 0.00094188118472710394 -0.00084596627427170395 0.0016637040396440088 -0.0016396622280443172 -0.00016346674665473475 0.021917534960208668 0.0013079620151485725 1.6277741409755709e-05 -7.0900403926852282e-05 -0.023742082901525255 0.001507552383608929 0.036335633501237696 -9.2314659015933903e-05 1.6635488679727671e-06 0.070996526262161172 -0.0017002481104428778 -0.00034982129864583652 -0.024903498202912974 -0.0022209876684573717 -0.00024981464757551676 0.0025418271209663515 0.00070109158428363454 -6.1751178698351647e-05 -0.0031801403111708527 -0.0002239993044920675 -0.00031620149585711384 4.0933130051908332e-05 0.0022692601252254745 -0.0019392846685886735 0.0023177249879034259
leaf_weight=0.52115222123512595 0.51830671914466009 0.87962905139077818 0.57489218600312497 0.51425924592169991 1.5048306571625278 0.0010108346706151341 1.534116332739359 1.5161854338075498 0.50137088495889404 0.0015934092472268393 0.51559534855629507 0.0079593898735755841 1.5227970670342608 1.0027365917849236 0.0010359405675502966 0.51854979641211674 0.51333939619508118 0.001226333976219518 0.5282976038906807 4.0161416596965864 0.51843538261073263 2.0273532130959211 6.0441222490335376 0.53132081416242705 0.50268506548576397 0.49902152709091641 13.658064722258539 0.5129779794888244 0.51021070941897129 0.52124379125780251
leaf_count=29 542 143 48 243 14 604 28 28 30 120 488 18 54 17 75 33 23 72 51 37 102 33 75 109 35 4 890 16 36 37
internal_value=2.18962e-07 -1.15411e-05 6.52727e-06 -1.72619e-05 4.80279e-06 -4.63439e-05 0.000391922 0.000665916 -0.000865235 1.90498e-06 1.25255e-06 2.36681e-06 -2.15384e-05 0.000513033 -3.04626e-05 -0.000500767 1.1333e-06 0.019011 -2.82137e-07 0.000219958 0.00110314 6.91767e-05 -6.71375e-05 -0.000307356 -0.001743 3.76264e-05 -2.89054e-05 4.99756e-05 -3.03761e-05 0.00102945
internal_weight=42.0205 41.5022 40.6225 40.0476 39.032 34.4769 4.55513 3.0503 1.01563 33.9557 33.9547 33.9531 32.4348 1.51833 32.4268 2.04135 30.3855 0.00226227 30.3832 7.07527 1.03177 6.04349 23.3079 7.07813 1.03401 16.2298 15.2096 14.6813 14.1683 1.02027
internal_count=4034 3492 3349 3301 3028 2958 70 56 273 2929 2325 2205 1700 505 1682 87 1595 147 1448 195 125 70 1253 219 144 1034 993 942 926 41
is_linear=0
shrinkage=0.1


Tree=914
num_leaves=31
num_cat=0
split_feature=5 15 18 16 16 13 10 17 8 15 15 14 6 6 18 6 18 8 7 7 7 2 12 2 12 15 16 15 2 18
split_gain=3.77155e-05 5.54732e-05 0.000323252 6.92772e-05 0.000114377 8.26518e-05 0.000138042 0.000227685 0.000379695 0.000132539 0.000101543 0.000107361 0.0101351 0.00135102 0.00237689 0.000651889 0.000772636 0.000412334 0.000354751 0.000747038 0.000539754 0.000272821 5.29772e-05 0.000144162 2.68473e-05 4.26983e-05 0.000138382 6.42118e-05 5.64014e-05 0.000377189
threshold=25.568932055400001 45.169600924000008 13.3584252364 22.824946625350005 22.704946905950003 117.64961624655002 61.87486387225001 188.19076296340003 8.3434888241000014 43.890399822900008 42.713473568600008 284.63379681220005 16.435384010100005 14.935348962050002 15.534338342150003 13.65531905435 17.399600107550004 8.2435668022500028 22.105125139000005 22.181995028450004 21.147833206800005 53.810443956900009 215.72812435340003 185.01730422545003 69.826413229550027 22.151858238250004 15.404963976500001 22.351147806600004 81.787075821300007 14.766576839600001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -7 -8 -9 10 11 18 13 14 17 16 -16 -13 20 -20 -1 -22 23 24 -21 26 -26 -27 29 -29
right_child=-2 2 -4 -5 -6 6 7 8 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 22 21 -23 -24 -25 25 27 -28 28 -30 -31
leaf_value=0.017730566462068342 0.00084825238590332695 0.00011255603808256797 -0.002674245395905659 -0.0010968416421691368 0.0011573842142352992 -0.0001736286039932387 -0.00057050178834478036 7.1294522055239735e-05 0.0038960561828998114 -0.001159660446144169 0.0013958434849391179 -0.031444199482761441 -0.10013425003068255 0.0012161011882688591 -0.081253814128995239 0.060185521058260395 0.027150377406488603 -0.095642376735508933 0.067090712734751715 0.00072766509947203635 -0.027216622534293734 -0.10003957054687439 0.00071361068776507443 -0.0016916177166101049 -7.721352893363602e-05 0.0011504179692514084 -0.0018573485910047573 5.2904756675286777e-06 -5.3088513505093838e-05 0.0028419166142069643
leaf_weight=0.0013099702733800978 0.51798874819639351 2.0144952158320129 0.52462112757005774 0.54840719320517806 0.88711627828888495 1.5053943222504806 0.50451650340983167 0.50970654157572404 0.52885973969023325 1.0179401135297315 0.51218571502490462 0.0013156386119901773 0.010203861554686 0.51202604163496213 0.0010754604754713844 0.0019788906130315809 0.0016916937834725982 0.004176363954331741 0.0016597395095122583 0.5050981337240249 0.001008068287774222 0.0010506031863727252 1.0079229371622194 0.50932408841125365 3.0273726095774793 0.50690650111746194 0.51030105495161127 4.062886391551273 21.751379911326488 0.52990266716790291
leaf_count=192 542 66 94 58 41 20 13 13 31 36 43 198 48 70 228 37 420 57 15 10 6 70 10 23 573 16 60 186 802 56
internal_value=2.32058e-07 -1.03522e-05 -0.000463241 1.91616e-05 3.50938e-05 8.56364e-06 0.000507663 0.00117231 0.00201894 -3.55648e-05 -1.36773e-06 -2.30874e-05 -0.00143153 0.000496902 -0.0354717 0.01636 -0.0149811 -0.0802634 4.76731e-08 3.42017e-06 -0.0324498 -0.0643804 -1.53077e-08 -2.292e-05 4.59059e-06 -7.42779e-06 -0.000333994 3.55978e-05 1.41468e-05 0.000332572
internal_weight=42.0198 41.5018 2.53912 38.9627 38.4143 37.5272 3.04848 1.54308 1.03857 34.4787 33.4608 32.9486 0.532468 0.522264 0.010238 0.00474604 0.00276715 0.005492 32.4161 32.4128 0.00336864 0.00205867 32.4111 31.4032 30.8938 30.3887 3.53767 26.8511 26.3442 4.59279
internal_count=4034 3492 160 3332 3274 3233 77 57 44 3156 3120 3077 1058 1010 940 685 648 255 2019 1751 268 76 1736 1726 1703 1693 633 1060 1044 242
is_linear=0
shrinkage=0.1


Tree=915
num_leaves=31
num_cat=0
split_feature=0 16 3 19 14 10 6 16 16 15 2 15 7 6 12 7 6 19 6 17 16 5 15 6 14 6 9 6 12 15
split_gain=3.96244e-05 0.000178928 7.10982e-05 7.65098e-05 6.09743e-05 5.87523e-05 0.000118105 4.29635e-05 3.49665e-05 4.2842e-05 0.000412959 6.75784e-05 0.000141918 6.13746e-05 8.88543e-05 0.000148469 0.000104867 9.15677e-05 7.10103e-05 0.000266955 0.000101276 9.70182e-05 5.3904e-05 0.000109593 0.000259351 9.59853e-05 5.21899e-05 4.02719e-05 4.23311e-05 0.000549594
threshold=85.121961326250016 22.704946905950003 93.846007959550022 14.351157895250003 143.06733454090002 61.93938686740001 16.485385178400005 22.664946999500003 22.654947022900004 43.890399822900008 217.08409765600001 42.713473568600008 22.105125139000005 16.455384477450004 121.36065266065002 22.649177329550003 16.555386813950005 14.351157895250003 16.235379337050002 195.00249838555001 22.594947163200004 20.849573174100005 36.346245650200011 15.075352233200002 163.71362709910002 14.745344522600002 196.14870163055002 14.515339148550002 94.328280857900012 23.292710050100002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 -2 6 -6 8 9 11 -11 12 -7 18 15 -15 17 -16 21 20 26 22 23 25 -25 27 -20 28 29 -14
right_child=1 -3 3 -5 5 7 -8 -9 -10 10 -12 -13 13 14 16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0006639631089553332 0.011587046551505355 0.0017704784799312701 4.1676399346880968e-05 -0.0016934476734584494 0.0013049962523209735 -0.035517671775182662 -1.2116006436069177e-05 -0.00054665662631148116 0.00046664089773278762 -0.0029384420077156275 0.0002254219095123302 0.0011492679612389468 -0.00024988403460986388 7.0255717679452336e-05 -0.00096627147493751574 -0.0023412630086946614 0.00078318994392820611 1.7572293265987433e-05 0.00022496239320869503 0.0025041698868058025 0.00081019892181399984 -0.0013629687470318292 0.0010267249584460926 0.00058897480217346668 -0.0025971109934616442 0.0013337404482756004 -0.00060780603361357852 -0.00087697309476944334 -5.1044873738578574e-05 0.0033099558194096533
leaf_weight=0.87984144929965324 0.0045494116457039926 0.57205841282848169 0.50227937556224467 0.51438517035892783 1.0260545697968688 0.0011256597590819642 2.023276992906176 1.5180378784571065 1.5151214913421416 0.51807099634402165 2.0253608356610329 0.51022273999363577 2.5189988226527755 0.50664825934654689 1.5134444866900763 0.51462485166977956 1.0208090450496454 2.5230848499377316 1.5051749879203264 0.53620075081926177 1.5189103927732501 0.52826594944391914 0.50849319031395879 0.50492492850753368 0.51717904878296395 0.55716203614687643 1.5050441010130269 0.50831981323028586 13.095829367173609 0.52388810843433464
leaf_count=709 21 51 48 126 34 156 29 54 27 34 73 26 87 18 26 28 36 61 34 109 43 122 46 20 65 114 16 133 1643 45
internal_value=6.09981e-08 1.4263e-05 -1.05033e-05 -0.000836216 1.07229e-05 9.39112e-06 0.000431073 -2.58424e-05 -3.2385e-06 -2.45142e-05 -0.000419025 7.93931e-06 -1.12112e-05 -9.89678e-06 -0.000294122 -0.00114492 -0.000122312 -0.000351307 6.11187e-05 0.000394286 0.000144499 -2.64896e-05 1.11952e-05 -1.71369e-05 -0.00102317 4.26315e-05 -0.000191404 -5.80815e-07 2.70228e-05 0.000363007
internal_weight=42.0174 41.1375 40.5655 1.01666 39.5488 39.5443 3.04933 36.4949 34.9769 33.4618 2.54343 30.9184 30.4081 30.407 6.07861 1.02127 5.05734 4.03653 24.3284 5.06533 4.52913 19.2631 18.7348 18.2263 1.0221 17.2042 3.01022 16.647 16.1387 3.04289
internal_count=4034 3325 3274 174 3100 3079 63 3016 2962 2935 107 2828 2802 2646 169 46 123 87 2477 202 93 2275 2153 2107 85 2022 50 1908 1775 132
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=8 8 8 4 16 16 19 5 7 16 6 0 15 5 6 10 19 2 14 6 3 0 15 18 9 18 7 14 19 19
split_gain=3.82122e-05 5.28411e-05 7.51041e-05 0.000253606 0.000102852 9.35239e-05 6.62945e-05 0.000250194 5.80474e-05 5.67895e-05 0.000123361 0.000128137 0.000439127 0.000600684 0.000105688 8.62619e-05 5.21802e-05 0.000127501 0.00555803 0.00379021 0.00127819 0.000405807 0.000488299 9.58897e-05 0.000180485 6.49463e-05 0.000202925 5.75442e-05 5.42521e-05 0.00016005
threshold=8.8430989333000021 8.7431769115000026 8.6432548896500023 127.35214607660002 22.604947139800004 22.724946859200003 14.151141757350002 23.545618314050007 22.407814303000006 22.624947093000003 16.545386580300001 86.20003303655001 37.050691080100002 24.041678002600005 16.475384944750001 61.93400995115001 14.251149826300002 180.77806029485001 313.14008059500003 16.385382841850003 85.788698942600021 95.808582394800013 26.583493790300004 13.893471991850001 206.57490536735003 13.24088655595 22.792619241600004 293.82613910100002 14.451165964200003 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=1 2 3 -1 -4 8 -3 -8 -5 15 11 14 -13 -14 -11 -10 17 -17 19 20 21 -19 27 25 -25 26 -18 -23 -27 -30
right_child=-2 6 4 5 -6 -7 7 -9 9 10 -12 12 13 -15 -16 16 23 18 -20 -21 -22 22 -24 24 -26 28 -28 -29 29 -31
leaf_value=0.048305385939397989 -0.00083778363884993436 3.1866238858811449e-05 -7.3754379814432711e-05 -0.0010567288318239568 -0.0012903905201021438 0.0010417487678329915 0.0026070667242653147 -0.00052176478253058826 -0.0013468541285619803 -0.0014513712785708443 -0.00075109645683855888 0.00014544502870879385 0.0048268160424501348 3.1172936690977053e-05 0.00020641799853243011 2.9307569189193254e-05 0.00012039442355796409 0.070237543226613158 -0.00019203125756747842 0.096796568121457816 -0.10006739742041984 0.047167245727996666 -0.050481904365680313 -0.0024310299696453409 0.00021907048286170743 -0.00012070534989159232 -0.002325192309473768 0.013742631304515888 0.0012712405290415277 -0.00088603161172460794
leaf_weight=0.0010878453772552579 0.53735783566950956 1.5052581951531459 2.0233841179129981 0.51618852958507844 1.0582752141783709 0.87638971179876435 0.52201724864062249 0.50071161872283199 0.50638879147731941 0.51516230762736759 1.0258841034672057 3.0092786262684967 0.54384454997307308 0.50253656606946606 1.516955316754603 16.220405435955499 1.0095145001293602 0.0011235879375778466 0.50800548272789126 0.010098094193381257 0.001149464791524335 0.0010007022232368101 0.0011899797651153676 0.5211160148873748 0.50703791162231937 6.0239387416352264 0.5110473608072893 0.0010613751355277989 1.0208402780758841 0.51863343820947116
leaf_count=14 201 16 66 814 30 37 28 21 25 65 36 20 67 12 37 1296 42 56 599 6 29 50 28 68 46 124 20 108 42 31
internal_value=8.12072e-08 1.09356e-05 -1.78182e-05 2.28821e-05 -0.00049156 2.14177e-05 0.000453977 0.00107524 -4.13662e-06 1.16231e-05 0.000263336 0.000434284 0.000759035 0.00252365 -0.000213848 -5.38168e-05 -2.94358e-05 7.88876e-05 0.00161472 0.0603634 -0.00622465 0.0184275 0.000527054 -0.000208802 -0.00112412 -0.000105203 -0.000701546 0.0299632 1.46873e-05 0.000544477
internal_weight=42.0169 41.4795 38.9515 35.8699 3.08166 35.8688 2.52799 1.02273 34.9924 34.4762 7.11366 6.08778 4.05566 1.04638 2.03212 27.3626 26.8562 16.744 0.523629 0.0156232 0.00552511 0.00437565 0.00325206 10.1121 1.02815 9.08397 1.52056 0.00206208 7.56341 1.53947
internal_count=4034 3833 3768 3672 96 3658 65 49 3621 2807 237 201 99 79 102 2570 2545 2172 876 277 271 242 186 373 114 259 62 158 197 73
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=0 16 0 10 2 10 13 15 5 10 16 8 15 6 5 5 7 5 16 17 3 18 12 12 6 15 18 10 19 12
split_gain=4.43236e-05 0.000166768 4.99121e-05 5.14195e-05 0.000103122 5.00435e-05 6.56668e-05 5.85492e-05 7.83939e-05 5.70934e-05 0.000346195 0.000484777 8.54898e-05 0.000190171 6.13566e-05 4.65589e-05 0.000232121 8.3871e-05 0.000264453 0.00017641 0.000135025 7.43737e-05 3.681e-05 0.000103567 0.000416146 8.15941e-05 0.00557631 0.00562062 0.0014757 0.00100587
threshold=85.121961326250016 22.704946905950003 85.683849075550015 61.93938686740001 199.66651340635002 61.987779113750001 117.63886241405002 46.683480308100009 24.279163357700003 62.041548276350007 22.604947139800004 8.6432548896500023 42.246988155050012 16.495385412050002 22.327062271350005 22.127107789600004 23.127267687200003 20.911722254300006 22.604947139800004 191.86029796145002 93.023339771650015 13.975517741000003 130.53164433830003 147.88310320375004 13.715320456250003 25.852338405700003 16.587089536200001 71.365121072750014 11.350915826550002 200.88600031510001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -4 6 -5 8 9 10 14 -12 15 -14 -7 17 -17 22 19 -19 21 -21 -11 24 -24 26 27 -25 -29 -30
right_child=1 -3 3 5 -6 7 -8 -9 -10 12 11 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.00070217023086811391 -0.00098973244757619085 0.0017110851085588433 0.00080919017837321669 -0.00088082311146265614 -0.0004245134679951253 0.00026403397833536519 5.0169564878963782e-05 -0.0010577193120192042 0.0012539354304316954 -8.7160768669663089e-05 0.0040243375674680944 -0.00029607664901985646 -0.00228433270746816 0.00043781998142986955 -0.0006381093251655698 -0.00017849046702436515 0.0022755021630405711 0.0015556697554249474 -0.0025595500886416173 0.00012794450334589226 -0.0019312290961857462 -0.0012260715117932942 -0.00027508353353622721 0.067507017840110123 0.0031736469256568815 0.00011543251547931668 0.00077536731881311773 0.0053142310297571559 -0.10011715788989027 -0.0030424492043931877
leaf_weight=0.87967344209542275 0.51205245708788893 0.57180571749404308 2.0350490994132993 1.5241492587321084 1.0156855871605683 1.5048024152856627 1.5064491182389756 0.50963595959154773 0.50889616089360501 12.152115305164193 0.53527390005729081 0.5044846830132883 0.52052005043876792 0.50622620666399598 1.5107860351001816 1.5085443618884782 0.51773618329245952 0.51485377567427937 0.52549931924477267 2.0054401096858792 0.50950580876087759 0.50853812649450603 1.0048486388501103 0.0030930495975776016 0.53679978373020265 7.5582766525073852 0.51055850952096604 0.0017759133048576735 0.012275689320977364 0.0011690623559139851
leaf_count=709 136 51 36 38 32 19 14 55 35 768 56 9 56 6 22 51 31 56 43 66 18 68 113 69 99 377 656 117 127 101
internal_value=1.94044e-07 1.52135e-05 -8.69159e-06 3.85041e-06 0.000398451 -2.86834e-05 -0.000418045 6.05148e-06 2.2253e-05 3.23209e-06 0.000354601 0.0019281 -4.6077e-05 -0.000942205 -0.000187933 -1.30643e-05 0.000448531 -4.92543e-05 -0.000466306 -0.000155426 -0.0004468 -0.000145952 2.85583e-05 0.000174603 0.000925759 3.141e-05 -0.00116938 -0.055386 -0.0803596 -0.0916762
internal_weight=42.0165 41.1368 40.565 40.053 3.05073 37.0023 3.0306 33.9717 33.462 32.9531 4.05535 1.03976 28.8978 1.02675 3.01559 27.871 2.02628 25.8447 4.06384 3.53834 3.02348 2.51398 21.7809 9.6288 1.54165 8.08715 0.528872 0.0183137 0.0152207 0.0134448
internal_count=4034 3325 3274 3138 68 3070 52 3018 2963 2928 106 65 2822 62 41 2760 82 2678 251 208 152 134 2427 1659 212 1447 1070 414 345 228
is_linear=0
shrinkage=0.1


Tree=918
num_leaves=31
num_cat=0
split_feature=8 5 4 5 13 18 6 19 9 7 13 13 6 18 7 16 17 6 16 5 16 13 0 3 6 19 6 15 6 3
split_gain=3.75917e-05 4.92532e-05 0.00018951 0.000186206 0.000146803 0.000115808 6.09244e-05 0.000140647 0.000166654 0.000123862 0.000124519 0.000489582 6.84051e-05 0.000176798 0.000166474 0.000131259 9.00584e-05 6.41751e-05 0.00021069 7.46642e-05 5.98029e-05 6.28687e-05 5.67543e-05 5.37141e-05 5.8475e-05 3.61446e-05 8.00088e-05 0.000178843 0.000108712 5.52e-05
threshold=8.8430989333000021 23.455765688150006 264.72530087330006 23.042623356550003 117.67650082785001 13.405476405600002 16.565387047600002 14.351157895250003 180.51130933560003 22.381996090050006 98.050756475600011 96.526400715600019 16.455384477450004 13.327513832500001 23.667467222350002 22.654947022900004 188.10488866565001 16.235379337050002 22.544947280100004 20.849573174100005 22.624947093000003 117.58509325145 86.479632682150012 93.579850604650019 16.485385178400005 14.351157895250003 14.980350013450002 35.517387705950007 14.745344522600002 83.538459487450012
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 9 -8 -9 -1 11 -11 15 16 -15 17 -14 19 -19 25 21 22 -20 -4 -25 26 28 -28 29 -12
right_child=-2 2 4 -5 -6 -7 7 8 -10 10 12 -13 13 14 -16 -17 -18 18 20 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.001497252762072826 -0.00083095853345567159 -0.0016167101254132722 -0.00096024177788076384 0.0019142538224259866 0.0015739184342699654 -0.0015923446368790572 -0.00011490414384821825 0.00010466503747674923 0.0026600330931682709 0.01195124447253967 3.2502961120809087e-05 -0.074534059959793356 -0.00020394610204804511 -0.0014951579926972011 -0.00021160841364165734 0.0016539648801608504 0.0008847393728803987 0.0022612668894099776 0.00080727888848370179 -0.0011925505945043044 0.00083517968125210911 -0.0007052649385879304 -0.00016034909057792432 0.00077514951096013286 -0.00015881044810516057 0.000593644843384992 -0.0021827711668817094 0.00046187684353891933 0.0014122937351438724 -0.0007273142990262203
leaf_weight=0.55126283459062264 0.53736355959285376 0.87615704142398687 0.50539263667803735 0.52970495958861263 0.51805971569669207 0.52973467348719339 1.5095256089913101 0.50167849167337386 0.51949778586276807 0.0017081404184481333 15.121545802733655 0.0010611861134339762 1.5125823763082729 1.5220001924925268 3.0064779621180833 0.52949302107117446 1.5268233362221506 0.53225602048041665 1.01660571571847 0.5289383505218187 1.0133655172594442 1.0048526235277675 1.5013138907197572 1.0077707765107091 2.0022917445161585 1.011425341328503 0.51885175649840565 0.50417141678917687 0.5514537348020373 1.020676037077467
leaf_count=284 201 439 14 53 46 134 16 15 31 943 518 131 19 36 41 60 34 111 36 127 36 23 14 40 96 27 71 9 99 330
internal_value=7.14372e-08 1.08381e-05 -0.000269651 5.31746e-05 -1.10113e-05 -0.00021399 2.54109e-05 0.000498257 0.00140464 -1.08761e-05 1.43935e-05 -0.0211893 1.62046e-05 -0.000247027 -0.000643003 9.63539e-05 0.000342947 6.24493e-05 0.000379051 -2.08791e-05 0.000158197 -3.65443e-05 0.000230329 -6.28964e-06 0.00015388 1.22124e-05 -2.09809e-05 -0.000879422 3.16262e-05 -1.55404e-05
internal_weight=42.014 41.4767 5.43941 36.0373 4.56325 4.04519 35.5076 2.5307 1.02118 32.9769 32.4256 0.00276933 32.4228 7.56788 4.52848 24.8549 3.03941 24.3255 5.06839 19.2571 4.53614 3.52277 2.51792 3.51546 3.01006 18.7281 17.7167 1.02302 16.6937 16.1422
internal_count=4034 3833 769 3064 330 284 3011 62 46 2949 2665 1074 1591 130 77 1461 53 1401 220 1181 109 73 50 150 136 1054 1027 80 947 848
is_linear=0
shrinkage=0.1


Tree=919
num_leaves=31
num_cat=0
split_feature=19 4 15 5 18 9 18 9 5 17 7 6 9 9 15 5 13 6 9 18 9 14 2 13 8 8 16 19 8 4
split_gain=3.39842e-05 8.97907e-05 7.92651e-05 4.69587e-05 0.000170896 0.000299925 9.52868e-05 7.83015e-05 5.26755e-05 0.000303415 0.000150986 5.98193e-05 0.000156089 0.000150707 0.00023334 8.4695e-05 8.11097e-05 7.89733e-05 9.35803e-05 5.9703e-05 5.92462e-05 5.00778e-05 0.000170864 0.000143772 0.000105301 0.00391855 0.000865232 0.00310812 0.000106203 8.35637e-05
threshold=14.651182102100002 127.35214607660002 41.800301886400014 23.730745871350006 13.3584252364 206.57490536735003 13.314799198000001 193.67618212375001 23.042623356550003 192.77618096940003 22.775216856700002 16.455384477450004 189.78071820640002 194.56033515110002 34.884393272300009 22.649179082500002 117.63886241405002 16.565387047600002 205.67007911670001 13.327513832500001 184.85936449530001 256.58292080065002 157.39400167590003 117.55283175385001 8.1436447804000007 8.0437227585500022 19.844953593850004 12.551012654050002 8.543332867800002 257.44234454700006
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 7 -5 11 10 -10 15 20 14 -14 21 17 18 19 -15 -13 22 -3 24 25 -23 27 -27 29 -26
right_child=2 3 -4 4 5 -7 -8 -9 9 -11 -12 12 13 16 -16 -17 -18 -19 -20 -21 -22 23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=0.018725953373422571 0.0014399462801082388 1.2820849634862827e-05 -0.00031108165923742192 0.00013554589706696684 -0.0031270965702177318 0.00028619062917029672 0.0013057823559708838 -0.0012924437847050259 0.00055596365265107243 0.0025873121805245181 -0.0016103474895002641 2.48586793149224e-05 4.4008706759365573e-05 -0.00047473257255056393 -0.0029188508335908974 0.001340497556365064 0.00040623509374938674 0.00037526863433201909 4.5732975426070165e-05 -0.0013636700575861025 0.0011052629504325531 0.00028822364254703679 -0.001836103381464679 0.0018856303036833876 0.0010957030711422936 0.091417560264840256 0.09422377462635817 -0.068842800917970612 0.0013891540302430907 -0.00025805008607990271
leaf_weight=0.0025565713602720965 0.51811990593159751 17.756233684746238 0.51596922726008643 1.510803774390552 0.52341627104474875 0.50659651582390097 0.50678159362570196 0.51484410625859123 0.86964799828446249 0.52074826763708859 0.51064983422782007 1.0074119445883423 0.50384975760243722 1.5075349943072072 0.5626205981207022 0.51588787472928999 1.5096412497223353 1.0177761984537284 1.500984738289844 1.5146129493884357 1.0229507708791059 0.51237717921011405 0.51429466112822453 0.51559463995727117 0.50711090435743233 0.0034717334755569595 0.0047576519791618921 0.0018577326705297992 0.51281247688487486 4.521643994214366
leaf_count=27 49 1383 28 508 120 40 20 86 50 40 15 29 10 16 30 47 18 53 20 32 31 974 28 33 9 24 7 40 49 218
internal_value=8.16909e-08 -1.42053e-05 0.000566253 -1.53745e-05 -0.000362298 -0.00144832 7.94189e-05 -0.000227396 1.76581e-05 0.000530501 -0.000245477 -9.79456e-06 -0.000214993 -0.000411147 -0.00151906 7.22926e-05 -0.000243563 -0.000420603 -0.000599687 -0.000920242 0.000569195 4.59647e-05 -3.92243e-05 0.00028252 0.000146216 0.00150335 0.0632262 0.0355544 1.82634e-05 -0.000121535
internal_weight=42.0136 40.9795 1.03409 40.9769 3.56244 1.03001 2.53243 2.02565 37.4145 1.90105 1.3803 35.5134 10.1474 8.11702 1.06647 25.366 7.05055 5.54091 4.52313 3.02215 2.03036 24.8502 18.2705 6.57963 6.06403 0.522464 0.0100871 0.00532947 5.54157 5.02875
internal_count=4034 3957 77 3930 774 160 614 594 3156 105 65 3051 239 179 40 2812 139 121 68 48 60 2765 1411 1354 1321 1045 71 64 276 227
is_linear=0
shrinkage=0.1


Tree=920
num_leaves=31
num_cat=0
split_feature=2 16 0 15 6 0 18 7 13 5 12 3 7 14 16 13 10 3 7 7 7 13 2 5 13 18 13 5 3 0
split_gain=3.39773e-05 3.67449e-05 0.00020016 4.41426e-05 0.000246088 9.50737e-05 0.000168179 5.12603e-05 5.98425e-05 5.10034e-05 0.000259207 0.00682274 0.000211969 0.000112274 7.54164e-05 0.000139391 0.000481703 0.000618727 0.000455516 0.00117045 0.000824966 0.000434077 0.000133655 4.25735e-05 6.08062e-05 7.2692e-05 4.8055e-05 5.74623e-05 5.04973e-05 0.000337878
threshold=32.468269602050007 22.704946905950003 85.121961326250016 43.890399822900008 16.405383309150004 86.329079026800017 13.3584252364 23.203497038450006 117.51519334005 22.649179082500002 184.29002311975003 93.910530954700008 23.051546669900002 287.57399983670007 22.674946976100003 98.050756475600011 61.853356207250009 76.172084209950015 22.105125139000005 22.181995028450004 22.381996090050006 96.526400715600019 72.843776848050013 22.53967987815 117.58509325145 13.455547561900003 117.57433941890001 22.213482503200002 93.281431752200021 86.479632682150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 9 -5 6 7 8 -6 14 11 -11 -12 -14 15 21 -17 -18 -19 -20 -21 -2 -16 24 26 -26 27 28 29 -22
right_child=1 2 -4 4 5 -7 -8 -9 -10 10 12 -13 13 -15 22 16 17 18 19 20 23 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.015929247879172055 0.0089600361555394002 -0.00045452035086065653 0.0019489309995140804 -0.002363401563656877 0.00031487078750791622 0.0012204637608668903 -0.001897650846578741 0.00045979190546363379 -0.0012242639136001339 0.057231534552874164 -0.0018404240288842832 6.083401146824469e-05 0.0011879153413884736 -0.00030093098723571281 0.00028993176597964332 -0.040825825683188266 -0.065696771549017388 -0.049044470106457232 0.076548986236864291 -0.057593199687746989 0.0025500307538354828 -0.072590386404280768 -0.0020069200835854304 -0.00061916093628877958 0.00082457921355627041 -2.4003517964032512e-05 -0.00097969934703673995 0.0010544734416887917 -0.00057428659711340746 -3.4954449676450032e-05
leaf_weight=0.0013389835003313469 0.0016928153836693509 0.8767363900433327 0.57293802848835185 0.51897855609738819 0.50122574689658317 0.51765493893253722 0.51224217776620395 1.5063540633418595 0.5092918264032239 0.021776613320984572 0.50650684168903604 0.50378328921047988 1.0174503925190945 1.0085957045013887 0.50279686510475474 0.0028883274965981745 0.0014328618805866658 0.0018923275982761769 0.0019983654321568114 0.002485597311646325 0.51638573967286205 0.0010622898364116926 0.5106617357050709 1.0107951370203334 2.0292269536330414 2.0088013574103343 0.50501455376797721 0.51169224441991801 1.5236020928914502 24.306028654134444
leaf_count=15 1004 99 51 89 7 15 62 12 54 25 171 415 20 31 7 6 52 131 13 25 23 160 37 34 37 15 6 33 69 1316
internal_value=1.64792e-07 6.72486e-07 0.000495368 -1.70076e-05 -0.00032956 -3.196e-05 -0.000245991 9.01608e-05 -0.000460839 1.7811e-05 0.000408715 0.00242971 -1.06849e-05 0.000446746 -1.79391e-05 8.61138e-06 1.05227e-05 1.41609e-05 1.70653e-05 1.99293e-05 1.52112e-05 -0.0224835 -0.000867406 1.96291e-05 4.01919e-05 0.000402434 -1.32657e-05 4.9065e-06 -1.54782e-05 1.88215e-05
internal_weight=42.0133 42.012 1.44967 40.5623 4.06575 3.54677 3.02911 2.51687 1.01052 36.4966 3.05811 0.52556 2.53255 2.02605 33.4385 32.425 32.4222 32.4194 32.4179 32.416 32.414 0.00275511 1.01346 32.4115 31.4008 4.03803 27.3627 26.8577 26.346 24.8224
internal_count=4034 4019 150 3869 239 150 135 73 61 3630 662 440 222 51 2968 2924 1760 1754 1702 1571 1558 1164 44 1533 1499 52 1447 1441 1408 1339
is_linear=0
shrinkage=0.1


Tree=921
num_leaves=31
num_cat=0
split_feature=15 19 4 2 15 9 12 10 3 2 0 7 3 3 13 13 3 13 3 3 2 5 7 18 10 19 7 6 19 2
split_gain=7.47773e-05 4.00966e-05 7.83586e-05 5.213e-05 4.91305e-05 0.00025377 6.41426e-05 0.000303911 0.000188793 0.000171484 0.00012027 7.97323e-05 0.00246078 0.00295299 0.00098192 0.00207207 0.00022396 0.00048769 0.000408229 0.000194021 6.71428e-05 6.24854e-05 0.00071169 0.00201547 0.000660255 6.77219e-05 0.00014161 0.000198458 9.29157e-05 0.00014838
threshold=16.701947052500003 14.651182102100002 127.35214607660002 173.34516805710004 45.169600924000008 195.41812862360004 216.11788648010003 61.93938686740001 93.394346993650018 185.72519583365002 86.479632682150012 23.604435110900003 92.437255899200025 91.445214849050018 116.86189801435002 116.19247193985002 82.69159517635002 103.23410375110002 87.955596195750019 85.788698942600021 183.39255704500002 23.626838821450004 21.844899366700002 12.844794714750002 63.353515844050008 14.551174033150001 23.626037400350004 16.575387281250006 14.451165964200003 116.68694986600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 9 -8 10 20 -9 -12 13 14 15 16 17 -13 19 -18 21 22 24 -24 -4 28 27 -27 -25 -30
right_child=1 3 4 -5 5 -7 7 8 -10 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 23 25 -26 26 -28 -29 29 -31
leaf_value=-0.020976947512300424 0.017510565383992992 -9.5277188794942248e-05 -0.10004299795752099 0.0013245322777135794 7.1152859490367426e-05 -0.0023880587395925966 0.0026443655283233283 0.0017550521572649962 -0.0017252373023468729 -0.0018478747682563442 -0.00021535806399508654 -0.020233788166662117 -0.00032420408751593051 0.078935897828924906 -0.035400937908485523 0.10002299368071069 -0.015807492513600672 0.05658030935513661 0.018909093932319477 -0.066149657069858564 0.0011340963715511518 -0.00085987227331188541 0.047014972072552237 -2.1777688877212911e-05 -0.0041517087132521254 -0.0025858777990410806 0.00073013669605687971 0.00014080806562716207 0.0021257547714680744 0.00017559661981699352
leaf_weight=0.0016992569994077602 0.0025511856299108562 0.51624459545627022 0.0013680836233025675 0.51815621813875623 2.0143855505232264 0.53002119534385173 0.52058655881458626 0.51084594025451302 0.50908152812069873 0.51221542034800549 2.001234280437588 0.0016602671702413505 0.50281231084284173 0.0087090860831153805 0.004172420965915081 0.0025790548970690006 0.0017107488092700431 0.0016459392825893815 0.0020842919966526097 0.0013856637968103769 0.51023567031497563 0.86648595625714975 0.0091174719364052192 28.835507328249353 0.0015112212375655021 0.56551957376996032 0.50670808879658569 0.50555715471637086 0.52464568718460158 1.5219572163502446
leaf_count=856 27 41 10 36 79 131 113 10 30 94 68 174 30 31 13 18 107 39 28 25 33 410 27 1305 132 61 6 13 50 37
internal_value=2.03617e-07 1.0521e-06 -1.447e-05 0.000615939 -1.55612e-05 -0.000441121 1.26151e-05 0.000388068 5.70019e-05 -3.18406e-05 0.000355571 7.27705e-05 0.00116741 0.0324861 0.00593893 0.0215261 -0.002328 0.0180068 -0.0153052 -0.0383359 -4.35936e-06 -2.17831e-05 5.80577e-07 4.98918e-06 -0.0497139 -8.21518e-06 -0.000647244 -0.00129886 2.44332e-05 0.000675519
internal_weight=42.0124 42.0107 40.9763 1.0344 40.9737 2.54441 38.4293 4.06851 3.54792 34.3608 3.03884 2.52799 0.52676 0.0239475 0.0152384 0.011066 0.00848691 0.00330621 0.0051807 0.00309641 33.8486 33.3384 32.4719 32.469 0.0028793 32.4599 1.57778 1.07108 30.8821 2.0466
internal_count=4034 3178 3101 77 3074 210 2864 686 573 2178 543 533 465 435 404 391 373 213 160 132 2084 2051 1641 1499 142 1472 80 74 1392 87
is_linear=0
shrinkage=0.1


Tree=922
num_leaves=31
num_cat=0
split_feature=15 16 0 14 5 9 3 19 19 6 2 18 17 7 17 16 10 13 7 18 3 9 15 17 9 2 16 8 18 18
split_gain=6.0853e-05 4.65539e-05 0.000189572 9.64028e-05 9.52896e-05 0.000208052 4.97323e-05 8.71045e-05 4.94541e-05 5.15823e-05 9.24933e-05 0.000314492 4.81661e-05 0.000495794 0.000144078 0.000106429 6.82731e-05 9.6159e-05 6.90667e-05 0.000196047 8.80044e-05 0.000529505 0.000125653 0.000113421 9.36228e-05 0.000235415 8.18092e-05 0.000171409 5.60359e-05 0.000114558
threshold=16.701947052500003 22.704946905950003 85.121961326250016 128.57956104760004 13.154029769200003 206.36238950785003 93.846007959550022 14.351157895250003 14.651182102100002 16.585387514950003 41.467794892200004 12.885811969150001 200.79056394860001 24.761435049050004 199.72613295375004 18.704956259700005 61.93938686740001 117.60660091645001 23.864758692950002 13.754580103150001 92.598563387050021 197.29115675710003 29.037712645600003 195.42788627465004 195.70012057590003 185.01730422545003 22.534947303500005 8.543332867800002 15.788786379500001 14.829319678250002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 -8 9 10 -6 -12 14 -14 16 -15 -13 18 20 -20 21 22 -18 26 25 -24 27 -22 29 -21
right_child=1 2 -4 4 6 -7 7 -9 -10 -11 11 12 13 15 -16 -17 17 -19 19 28 23 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018962935852439036 -0.030833831765984306 -0.0003659018688181379 0.0019725035547851727 -0.0043391794992994268 0.025162298907164066 0.045287098469149439 0.00022411349538201502 -0.0016242146029655903 0.0006851180460450718 -0.0010077672411815777 -0.024640486280430352 0.00058042252635110564 -0.0031215091681175908 -0.0013703675238182387 0.0017018592978184596 0.00012185266987196653 -0.0013199977626951905 -0.00060784738461279084 -0.0020611524303301375 3.1013761490957573e-05 0.0022866268125126305 0.0035251826738107311 0.0026120696422158615 -0.00095962475805155584 -0.00035319286223416693 -7.178240386860986e-06 4.9062453796806419e-05 -0.00031837611872685689 0.00042294607271599636 -0.0008198839097071438
leaf_weight=0.0016921577832665893 0.0010152090927765247 0.87780650319135023 0.57297801763661482 0.0020056124282931123 0.0014600654394730786 0.001459583427821487 0.50506202781259291 0.51489670859404202 1.0211990411517025 0.52146296674355497 0.0051821665438102063 2.040374587333651 0.5503994172307215 0.51914782260612469 0.51912959024113092 6.024929849369471 0.51293979441900983 2.5220662150932176 0.50869157451961555 7.0755726369038845 0.51158342359803899 0.53258992429482521 0.52216833254897244 1.0203178140443601 1.0036405293503774 1.0008974057564044 8.5646741227240266 0.49893616139888763 2.0194520763130894 2.0379550343203379
leaf_count=856 12 107 51 355 5 70 592 129 38 58 22 35 166 211 66 125 90 34 10 281 60 35 71 25 11 7 159 2 137 214
internal_value=2.70335e-07 1.03417e-06 0.000557636 -1.88752e-05 -1.81039e-05 0.016564 -1.95208e-05 -0.000708962 -1.73386e-06 -1.9946e-05 -6.38755e-06 -7.35484e-06 -3.99426e-06 -0.000238967 4.997e-05 3.47344e-06 2.17351e-05 -1.85004e-05 3.90899e-05 -0.000141373 0.000187377 0.000616609 0.000106985 4.26627e-05 0.000396673 0.000890806 0.000149465 0.00100043 -5.36538e-05 -0.000159263
internal_weight=42.0117 42.01 1.45078 40.5592 40.5582 0.0034652 40.5547 1.01996 39.5348 38.5136 37.9921 37.9906 37.9855 7.09448 30.891 6.54408 30.3719 28.3315 25.8094 11.6417 14.1677 3.57224 3.03965 10.5955 2.52671 1.52307 9.57519 1.01052 11.133 9.11353
internal_count=4034 3178 158 3020 3008 425 2583 721 1862 1824 1766 1761 1739 502 1237 336 1171 1136 1102 642 460 214 179 246 89 78 221 62 632 495
is_linear=0
shrinkage=0.1


Tree=923
num_leaves=31
num_cat=0
split_feature=15 8 19 9 9 7 8 14 0 15 14 5 17 15 16 13 10 7 0 18 15 15 3 5 2 12 18 12 2 8
split_gain=4.9479e-05 4.49966e-05 4.11618e-05 0.000124531 0.000266835 0.000265272 0.000108207 0.000274603 0.000129665 0.000233627 7.73656e-05 7.81251e-05 0.000191592 0.000271876 5.23003e-05 6.2575e-05 0.000104372 0.000558691 0.00106307 0.000350648 9.69442e-05 5.83516e-05 0.000265083 5.03242e-05 8.67918e-05 3.77713e-05 3.38671e-05 0.000233623 6.13117e-05 0.000327288
threshold=16.701947052500003 8.8430989333000021 14.451165964200003 201.32298960505003 199.38481636575003 24.054467534550003 8.543332867800002 195.25924573520004 86.329079026800017 42.246988155050012 143.06733454090002 13.154029769200003 239.21206428850002 21.092276343250003 22.714946882600003 117.70876232545002 61.923256118600001 22.407814303000006 85.963448721100022 12.885811969150001 35.965617804200001 43.890399822900008 93.579850604650019 22.649179082500002 201.70502722175004 69.826413229550027 14.738651916450001 94.328280857900012 116.68694986600001 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 10 4 6 -5 7 -4 9 -9 -2 12 13 -12 15 16 -13 18 20 -19 -18 23 -23 25 -25 -21 -27 -28 29 -29
right_child=1 -3 3 5 -6 -7 -8 8 -10 -11 11 14 -14 -15 -16 -17 17 19 -20 21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.017128412230927932 -0.016168128513580415 -0.00090852281186922445 0.0026739794625570243 0.0028232855188682193 -0.00212052604417611 -0.00036604897303227189 -0.00056858576989980572 -0.0022074819062772024 0.00076013944325606982 0.00080630904982770019 0.032994975203933151 0.0013804759298384781 0.049208928078609861 -0.035393487692182299 0.00073768040311138563 -0.0011495204021627144 -0.058454685413562524 -0.034659890835227934 0.026153226345648983 0.0008214891040341267 -0.10004828815123157 -0.0025206369696076222 -3.7968881306717443e-05 0.0011281912397461805 -0.00018063608125803675 -0.00013068249189921309 0.0021450841655557677 2.7381715405702744e-05 0.0002406634603073899 -0.0026348820925330054
leaf_weight=0.0016863808189516707 0.00296922974577185 0.53703932200249127 0.53119389497260039 0.52861254384622902 0.50865478190226898 0.51473204249305127 1.0533878013145566 0.51167818335670756 1.5257308397212908 0.51721450409217884 0.001160179531702118 0.5167672696118818 0.0011111540844606083 0.0011650595831091872 0.87237048985116317 0.50660034795261211 0.0010014095935357943 0.0029265926677898282 0.0015267085362730033 0.50363662256859854 0.0012723167201329488 0.51885399014645273 2.5135131072247145 1.0208495918741398 1.0058894374991587 18.685944835293341 0.52805442252003665 4.0177160528651941 4.5559961307250232 0.52173785155734709
leaf_count=856 22 201 84 48 28 73 30 20 36 49 152 274 45 228 25 89 186 9 74 3 9 50 74 25 23 609 80 140 436 56
internal_value=2.69047e-07 9.56644e-07 1.27338e-05 0.000262534 4.09064e-05 0.00124983 0.000306518 0.000605248 0.000175087 -0.000692478 -2.69985e-05 -2.56589e-05 0.0150516 -0.00127102 -2.71072e-05 -4.62228e-05 -2.99727e-05 -5.14868e-05 -0.0383908 -4.71856e-05 -0.0817294 -4.4195e-05 -0.000462766 -3.03838e-06 0.000478608 -3.69178e-05 -5.21892e-05 0.000100221 -1.84976e-05 -0.000278603
internal_weight=42.011 42.0093 41.4723 5.6912 4.64786 1.04334 4.13921 3.08582 2.55462 1.02889 35.7811 35.7781 0.00343639 0.00232524 35.7747 34.9023 34.3957 33.8789 0.00380043 33.8751 0.00227373 33.8722 3.03237 30.8398 2.02674 28.8131 28.3094 9.6235 9.09545 4.53945
internal_count=4034 3178 2977 368 247 121 219 189 105 69 2609 2587 425 380 2162 2137 2048 1774 269 1505 195 1496 124 1372 48 1324 1321 712 632 196
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=15 19 4 15 15 9 12 10 3 2 0 7 3 13 13 13 3 13 3 3 5 7 18 10 13 5 10 0 13 7
split_gain=4.02026e-05 3.87567e-05 7.96329e-05 7.20589e-05 5.00393e-05 0.000193199 6.52432e-05 0.000225686 0.000162829 0.000128725 0.000127184 7.49992e-05 0.00205947 0.00275062 0.00106095 0.00192442 0.000172061 0.000436786 0.00033568 0.000172329 5.72688e-05 0.00059432 0.00172046 0.000645925 5.42419e-05 0.00014958 7.62869e-05 0.00188958 9.29844e-05 0.000561657
threshold=16.701947052500003 14.651182102100002 127.35214607660002 41.800301886400014 45.169600924000008 195.41812862360004 216.11788648010003 61.93938686740001 93.394346993650018 185.72519583365002 86.479632682150012 23.604435110900003 92.437255899200025 117.28936285705002 116.86189801435002 116.19247193985002 82.69159517635002 103.23410375110002 87.955596195750019 85.788698942600021 23.626838821450004 21.844899366700002 12.844794714750002 63.353515844050008 117.72489307420001 22.862610686750006 61.901748453550006 85.57631075030001 117.67650082785001 22.181995028450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -3 6 -6 9 -8 10 20 -9 -12 13 14 15 16 17 -13 19 -18 21 23 -23 -4 25 26 -24 -28 29 -29
right_child=1 3 4 -5 5 -7 7 8 -10 -11 11 12 -14 -15 -16 -17 18 -19 -20 -21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.015461060679190489 0.017733649677269602 0.0014385645448040457 -0.1000388158065134 -0.0002307848972938725 2.4167769319202646e-06 -0.0021422711261807402 0.0023383438140012892 0.0018227998639645891 -0.0015475190714092212 -0.0016041013767061866 -0.00018613594668794923 -0.02073248245307284 -0.0001819289297621492 0.075259299497914253 -0.042197004059451058 0.10002080279270523 -0.014252716152547036 0.052649175685892217 0.016841494659238548 -0.062283644377868333 -0.00081047452218345288 0.044027347449447779 0.0012125384552337875 -0.0027372880801615571 -0.00097975258697624253 0.0016978295700942143 -0.10005272927660161 0.072377630262736053 -0.0013677938716691392 7.6090292241429538e-08
leaf_weight=0.0016816838552163862 0.0025279286993499231 0.51810576738148373 0.0012377616534995353 0.51621307803685568 2.0134594929414908 0.53074386762181713 0.51947961317564928 0.51107945751573503 0.50961680511441265 0.5129887439089974 2.0016225660708642 0.0016494032945303938 0.50328070176601614 0.0085777478903992233 0.0037270472603267999 0.0023351464296865751 0.0017048322638639202 0.0015960167092003985 0.0020820258546336845 0.0013295511922706282 0.86667071872900336 0.0088800609501039629 0.50581869240341149 0.0015201485154520133 0.54995365590366319 0.52386079107191008 0.0018884356423239925 0.0010722065642231318 0.5032058532924556 30.882622965473367
leaf_count=856 27 49 10 28 79 131 113 10 30 94 68 174 30 30 12 18 107 39 30 25 414 27 6 132 11 34 11 21 7 1411
internal_value=2.4782e-07 8.66761e-07 -1.43939e-05 0.000605417 -1.54889e-05 -0.000444985 1.29469e-05 0.000391629 0.000106649 -3.18879e-05 0.000384042 9.31611e-05 0.00115542 0.0304167 0.00374947 0.0197582 -0.00265619 0.0153548 -0.0140808 -0.035298 -8.05907e-06 1.30273e-05 1.69094e-05 -0.0464066 5.05517e-06 2.17617e-05 -5.76733e-06 -2.53999e-05 -1.93816e-05 2.58886e-06
internal_weight=42.0105 42.0089 40.9745 1.03432 40.972 2.5442 38.4278 4.06808 3.5486 34.3597 3.03898 2.52791 0.526282 0.0230018 0.014424 0.010697 0.00836183 0.00324542 0.00511641 0.00303438 33.8467 32.9801 32.9773 0.00275791 32.9684 32.4185 31.8946 31.3888 31.3869 30.8837
internal_count=4034 3178 3101 77 3074 210 2864 686 573 2178 543 533 465 435 405 393 375 213 162 132 2084 1670 1528 142 1501 1490 1456 1450 1439 1432
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=8 10 4 5 10 18 15 13 16 17 16 16 17 15 5 12 5 7 12 2 9 8 18 18 0 5 9 18 16 7
split_gain=4.87635e-05 4.9602e-05 0.000116793 0.000177888 8.25987e-05 0.000169029 0.000120803 0.000134912 0.000278171 0.000501408 0.000119872 5.86464e-05 5.47553e-05 4.16773e-05 0.000173131 7.4494e-05 3.34464e-05 2.93778e-05 2.87348e-05 4.14287e-05 0.000108685 3.82288e-05 3.52113e-05 0.000191057 8.68397e-05 7.32543e-05 0.000162429 0.000107806 6.43955e-05 4.17268e-05
threshold=8.8430989333000021 61.901748453550006 195.50296729855003 24.794052175750004 61.987779113750001 13.405476405600002 46.683480308100009 117.55283175385001 22.604947139800004 189.19102531915004 22.614947116400003 22.644947046300004 188.41589330430003 42.246988155050012 24.218679034200004 63.174563425750001 22.327062271350005 21.623105384250003 69.826413229550027 60.327272492300004 201.14010537530001 8.7431769115000026 13.303774303900001 13.192618516750001 86.420486603250012 22.127107789600004 194.82237869650001 13.531614672700002 22.644947046300004 22.792619241600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 -4 5 10 7 13 16 -10 -3 -12 17 15 -15 -6 -9 -1 -17 20 -20 22 23 29 -24 27 -27 -26 -29 -21
right_child=-2 4 3 -5 6 -7 -8 8 9 -11 11 -13 -14 14 -16 18 -18 -19 19 21 -22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-1.0953951536709899e-05 -0.00094668442828015813 0.0012180330951044108 0.002540733910917429 -7.7073178210709453e-05 -0.019479981601802761 -0.0021200721829121296 -0.0014955516980587173 0.00033652135978843364 0.0003531356466232708 0.0041485576791111117 -0.00087669613586571033 3.3420551584987291e-06 0.00083782400354946219 -0.001915808366719827 0.00067805064122892437 0.00074973880540511826 -0.00032902641475850028 -0.00094744930633883879 -0.0016662452739909317 0.00015218839115236149 0.00040444163378068761 0.00061388623412775116 -0.0013480250015440937 0.002060759630583729 -0.00087650490654174018 -0.00047669641665038599 0.002059123726127468 -3.1940586036238603e-05 0.0011111903279567542 -0.00086501497419422019
leaf_weight=0.85852713783192702 0.53683974502214837 0.51274123752114675 0.53106790985762597 0.50777522065373348 0.0019630510723896979 0.52413461846140297 0.50967144448817592 1.5055207031691673 1.0171484176212287 0.5291521491654122 1.509869504620287 1.5191499361437875 0.50453085580375057 0.52647259208555641 0.5033472499681011 0.50340992694484299 1.5148112918010097 0.54928790273152117 0.51146407143201489 2.0096751323326671 0.50253156807502819 1.0125386101499305 0.50789475935486805 0.51587615339277793 1.5205270064840934 0.49926270388940597 0.51126442628446966 19.24280364804482 0.50574399167089623 0.50451192430591607
leaf_count=126 201 96 54 264 8 46 82 19 35 68 25 44 9 75 8 6 24 19 36 155 32 26 38 56 54 29 19 2348 19 13
internal_value=2.77218e-07 1.25351e-05 0.000407648 0.00126118 -1.77351e-05 -0.000444007 3.25666e-05 5.55101e-05 0.000561165 0.00165195 -0.000195971 -0.000435329 -5.60143e-05 -2.30875e-05 -0.000648002 -3.86881e-07 2.72385e-06 -0.000376347 9.62072e-07 -1.25755e-05 -0.000640022 1.11377e-05 -1.25015e-05 0.000307761 -5.50869e-05 -2.56126e-05 0.000806272 -6.51367e-05 -2.66595e-06 -5.19298e-05
internal_weight=42.0095 41.4727 2.95119 1.03884 38.5215 4.0659 34.4556 33.9459 4.56663 1.5463 3.54176 3.02902 1.91235 29.3793 1.02982 28.3495 3.02033 1.40782 28.3475 27.8441 1.014 26.8301 25.8176 3.03006 22.7875 22.2796 1.01053 21.2691 19.7485 2.51419
internal_count=4034 3833 472 318 3361 211 3150 3068 146 103 165 69 154 2922 83 2839 43 145 2831 2825 68 2757 2731 224 2507 2469 48 2421 2367 168
is_linear=0
shrinkage=0.1


Tree=926
num_leaves=31
num_cat=0
split_feature=16 0 3 19 14 9 18 18 7 12 6 2 7 3 16 16 6 7 19 16 2 6 6 9 16 3 5 18 18 0
split_gain=5.08963e-05 0.000185717 8.2041e-05 6.269e-05 5.0096e-05 4.61459e-05 0.000469874 0.000880088 5.47715e-05 0.000137614 7.03869e-05 6.84918e-05 5.28531e-05 0.000173163 0.000101777 0.000123828 6.43438e-05 5.36129e-05 4.42403e-05 4.2152e-05 0.000103383 3.44621e-05 0.000118057 0.000667501 4.75438e-05 4.75864e-05 7.18206e-05 9.89081e-05 5.17912e-05 0.000171933
threshold=22.704946905950003 85.121961326250016 93.846007959550022 14.351157895250003 143.06733454090002 186.68586460755003 12.885811969150001 12.920478434700001 22.907491544400003 140.52911877810001 16.485385178400005 114.12323913765002 23.445318439400001 92.781378539900018 22.634947069650003 22.604947139800004 16.425383776450001 23.478650568600006 14.351157895250003 22.574947209950004 189.95856246190002 16.565387047600002 16.525386113000007 187.11236276785004 22.654947022900004 93.090551224900011 22.127107789600004 13.531614672700002 13.975517741000003 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 -1 18 -7 -8 9 10 11 -9 13 -10 15 16 -15 -14 -6 20 -18 22 23 -19 25 26 27 -25 -29 -30
right_child=1 -3 3 -5 5 6 7 8 12 -11 -12 -13 17 14 -16 -17 19 21 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.010600978528571949 -0.00033179077724676781 0.0019827294948460586 -0.00011445452809956261 -0.0016835607154756281 0.00015713000225017919 -0.03360667318889482 0.040715922292971149 -0.0013463269542375979 0.001961024640868364 -0.0013743975440659887 0.0006357344006642431 0.00029306444109323312 -0.0010759900829086012 -0.00059021756506264314 0.00071878175763383798 -0.0011115227210489616 -0.00015759818600365356 0.075347801244588036 0.0012983040425525011 9.5898830827887685e-05 0.0018634228369024106 0.00077589628487426381 -0.0011121391631544913 -0.0013991405554234302 0.00093809962467323595 -0.00049691240139606945 0.0011667533966878258 0.00026365474175969744 -0.0018186106614815258 -1.7801874275904993e-05
leaf_weight=0.0044591199439513165 0.87785785846398201 0.57294704261175866 0.50431626599068735 0.51426357666076672 1.0097179994698056 0.0041649839549710013 0.0053036865792809298 0.51814824147731975 0.54335314995296169 1.0231702312709527 1.0170264936358675 0.50149683337076567 0.5042858020506199 1.0089460344752295 2.0291357103360497 1.0079763649282538 0.50259295876458077 0.0011754304010044283 0.51196246370091092 2.5114007170705008 0.50989895884413272 0.51377698857595433 1.0079179155083569 0.50615645153449307 0.51608457005386199 2.0174909172678772 0.52435369559270384 6.0180785332722779 0.55005854194786152 14.671782502614757
leaf_count=21 107 51 647 129 966 15 8 39 91 39 27 4 11 14 34 20 56 6 52 22 8 19 15 5 44 35 84 47 131 1287
internal_value=2.73291e-07 0.000582252 -2.05445e-05 -0.000906669 2.28281e-06 1.08741e-06 -2.05281e-05 -1.68478e-05 -2.25322e-05 -0.000428228 4.71027e-05 -0.000540017 1.29917e-05 0.000236641 0.000112869 -0.000109027 0.0001139 -5.46361e-05 0.000541073 0.000315501 0.000860204 -3.50723e-05 -5.12136e-05 -8.10462e-06 -1.16756e-05 -3.1857e-05 1.02726e-05 -1.76131e-05 1.53093e-05 -8.28761e-05
internal_weight=42.0093 1.4508 40.5585 1.01858 39.5399 39.5355 38.0138 38.0096 38.0043 3.05984 2.03667 1.01965 34.9445 8.1133 7.56995 5.54082 4.53284 26.8312 1.52168 3.52389 1.01249 26.3269 25.8131 24.8052 24.804 24.2879 22.2704 21.7461 21.2399 15.2218
internal_count=4034 158 3876 776 3100 3079 2061 2046 2038 109 70 43 1929 245 154 120 100 1684 1018 86 64 1673 1654 1639 1633 1589 1554 1470 1465 1418
is_linear=0
shrinkage=0.1


Tree=927
num_leaves=31
num_cat=0
split_feature=8 8 19 5 10 3 18 18 18 7 6 17 18 6 6 0 6 18 7 12 0 8 2 0 0 19 16 0 17 4
split_gain=4.6029e-05 4.40314e-05 7.90116e-05 0.000216752 7.7403e-05 7.22321e-05 0.000232249 0.000102522 0.000451005 0.00019531 0.000106992 0.000108999 0.000260806 8.71115e-05 7.01677e-05 6.52934e-05 6.37567e-05 6.86137e-05 0.000192677 0.00520555 0.0051364 0.00645844 0.00539048 0.00611351 0.000483353 6.13724e-05 6.11969e-05 6.77864e-05 5.84224e-05 0.000278047
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 61.853356207250009 93.281431752200021 13.390703749000002 13.4793103924 13.531614672700002 23.271765593750004 16.545386580300001 191.37184185705004 13.162733570450003 16.565387047600002 16.405383309150004 85.495657006400009 16.525386113000007 13.843998451900001 23.864758692950002 69.826413229550027 90.407470010750018 8.3434888241000014 73.245799595050016 93.399723909900004 93.953546284800012 14.451165964200003 22.564947233300003 86.643628628100018 183.58889821140002 176.42291680905001
decision_type=2 2 2 2 2 2 2 2 2 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 7 14 9 -9 10 11 12 -6 16 -7 -16 17 25 19 -19 -21 22 -22 -24 -25 26 27 -10 -20 -30
right_child=-2 2 3 -5 5 6 -8 8 13 -11 -12 -13 -14 -15 15 -17 -18 18 28 20 21 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00090986988636404119 -0.00091971434079031694 -4.4319321382925393e-05 0.002521994858063399 -0.00039030590672973499 0.00021496417974119198 -0.0012819974603938383 -0.0023210411310221652 -0.0029792962207079135 1.9571600957400101e-05 0.0016691329002086501 -0.00076724633847784652 -0.00024245745764802726 0.0028135736780278897 0.0013039477184377554 -0.0011258088995557524 1.0868767700476721e-05 -0.00079567932027368939 0.00077453565845406734 -0.0003816092297321544 -0.10014185833198988 -0.10027521935746489 0.054722832098629937 -0.074369994199544154 0.1000409120885816 0.030095119813400892 0.0010223255544835187 -3.3509303903784015e-05 0.0016547113429220728 0.001644717427461959 -6.0878237260145242e-05
leaf_weight=0.88609212431015194 0.53688635484130642 1.5044911791846964 0.52151996505199327 0.5011229771898158 1.5101648901114679 0.51814560117059283 0.53120015761641859 0.51525391448017899 0.5000655129551963 1.0265198183042228 1.0074561257497405 1.5102627950836902 0.51893738324503891 0.51001012784800437 0.54750538872433185 6.5638856720706995 1.0065789463254748 0.50365792226512041 3.5162854493826066 0.0097362309542236708 0.0098683677194912889 0.0088951059924511355 0.0050277342140067705 0.0037047953902129695 0.0013472328741600185 1.0232676282321334 3.5016909222104005 0.51426175040808375 1.0411916167288602 11.653805722711233
leaf_count=425 201 16 28 21 52 149 105 16 2 29 11 24 68 17 138 161 14 4 442 49 15 22 35 4 172 25 24 119 107 1539
internal_value=2.71921e-07 1.21819e-05 0.000416678 0.00109489 -1.4066e-05 -3.55772e-05 -0.000299268 3.63977e-05 -5.22407e-05 0.000423257 0.00014198 0.000400785 0.000879551 1.1103e-05 -0.000158503 -7.66439e-05 -1.71966e-05 1.7954e-05 -8.29241e-05 -0.00193721 -0.0373392 -0.0161398 -0.0477383 0.00369688 0.0813884 0.000323059 0.000164615 0.000848584 -2.09017e-05 7.90077e-05
internal_weight=42.0088 41.472 2.52713 1.02264 38.9448 38.0587 8.16074 29.898 24.3246 5.57334 4.54682 3.53937 2.0291 23.8094 7.62954 7.11139 23.2994 22.2928 16.7535 0.542237 0.0385795 0.0288432 0.0199481 0.0100798 0.00505203 5.53929 4.51602 1.01433 16.2113 12.695
internal_count=4034 3833 65 49 3768 3343 553 2790 2606 184 155 144 120 2590 448 299 2573 2559 2389 301 297 248 226 211 176 170 145 121 2088 1646
is_linear=0
shrinkage=0.1


Tree=928
num_leaves=31
num_cat=0
split_feature=16 8 0 9 4 9 7 7 7 9 5 6 16 0 13 17 7 9 2 2 7 3 9 9 0 9 5 14 16 4
split_gain=3.9304e-05 0.000185107 7.28033e-05 4.20759e-05 5.72916e-05 0.00234609 0.00166522 0.00038816 4.62452e-05 0.000574999 0.000177823 0.000234002 0.000281439 0.000145774 8.44501e-05 8.31007e-05 7.53276e-05 0.000108899 0.000122915 0.00036393 0.000104222 0.00016003 4.93407e-05 0.00025109 0.000135271 6.58927e-05 0.000264974 6.59974e-05 0.000119437 0.000116886
threshold=22.704946905950003 8.543332867800002 85.683849075550015 186.68586460755003 184.44686266195001 181.33671263215004 22.721067571950005 22.870118039000001 23.109894804950002 187.11236276785004 21.955793948900006 16.505385645700006 22.514947350300002 86.420486603250012 98.050756475600011 189.72181505755 23.445318439400001 194.82237869650001 146.27443143485002 199.66651340635002 23.150522195450005 93.69276584615001 214.31567825310003 211.36251378275003 94.940210418650011 209.86393725660002 16.351273197450002 161.40546423680004 15.629963450350003 162.53166217615004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 -6 -7 -8 10 -10 13 12 -12 -5 -11 -13 17 20 -19 -20 -16 -22 23 25 -24 27 -27 28 -18 -29
right_child=1 -3 3 8 5 6 7 -9 9 14 11 15 -14 -15 16 -17 22 18 19 -21 21 -23 24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.0012008783919129299 0.0014185753042226551 -0.00089578342619253508 0.00013003037640445104 0.0017118634880915501 0.00032301839518277675 -0.0014169859283996752 0.10002377091958395 0.053325996223918981 0.071910079453092066 -0.021050028284447533 -0.00039118796412784904 0.00095334692297522814 -0.0037060060808756126 -0.00015269218598362665 0.00094231951736457322 -0.00084619244640489878 -0.00021159882874733474 0.00012008500616002158 0.0024924581809827946 -0.0001810534935016664 -0.002142745415486846 2.6821998284773283e-05 0.0017549871006083571 -0.002299018843136897 3.6828342187651729e-05 0.0024124850671094207 -0.00037706830332102996 0.0014409710430960813 -0.0019840219009505389 -9.7602465919005761e-05
leaf_weight=0.51391377855303133 0.88187131578160805 0.5682961000805733 1.5083452525364689 0.5285813829141327 0.50431221393887926 0.0045860675700169357 0.0034353465416643303 0.0036940105487603542 0.0011123605831276908 0.0019036196327054658 0.50099883817893009 0.51126999677217078 0.52405159182816874 2.0281772133663054 0.51071029777812471 0.51520495306249359 1.5104409745638485 2.5135057870757009 1.025695974709379 1.0110465082179869 0.5145825225363293 1.0019847685471177 0.52679716591898085 0.51609867024434919 3.5201634084784281 0.5148598295399992 1.0055681150571198 0.50752872538942284 0.50808220741896537 18.21837576132824
leaf_count=738 47 111 86 45 901 11 8 34 6 423 10 14 54 64 14 31 35 32 24 17 94 5 84 99 159 25 44 6 63 750
internal_value=7.67983e-08 0.000511617 -1.82149e-05 -3.0358e-06 0.000441192 0.00135072 0.0455899 0.0758278 -2.66907e-05 1.42719e-05 -0.000323655 -0.00101713 -0.00208587 0.000232784 1.1878e-05 5.0128e-05 1.30782e-05 0.000316349 0.000587943 0.00116532 -0.000293246 -0.000709328 -6.12761e-05 -0.000118436 0.000260483 -6.78897e-05 0.000567553 -0.000114463 -0.000657735 -5.59025e-05
internal_weight=42.0052 1.45017 40.555 40.0411 2.02437 0.516028 0.0117154 0.00712936 38.0167 33.4085 4.60828 2.05153 1.02505 2.55676 33.4073 1.02647 33.4054 6.57753 4.55025 2.03674 2.02728 1.51657 26.8279 22.781 4.04696 22.2649 1.52043 20.7444 2.01852 18.7259
internal_count=4034 158 3876 3138 1040 954 53 42 2098 1880 218 109 64 109 1874 45 1451 186 73 41 113 99 1265 1022 243 923 69 854 98 756
is_linear=0
shrinkage=0.1


Tree=929
num_leaves=31
num_cat=0
split_feature=15 8 8 14 19 5 16 3 18 10 9 8 9 18 15 15 2 6 15 2 7 9 18 17 0 16 18 7 16 7
split_gain=4.31412e-05 3.82935e-05 5.39924e-05 0.000200062 8.69663e-05 0.000224316 4.89202e-05 6.15521e-05 0.000142236 8.91845e-05 0.000989363 0.00124272 0.00047093 0.000748804 0.0001796 0.000174539 0.000168434 0.000701117 0.000106832 6.80845e-05 0.0001131 0.000442621 9.13204e-05 0.000133124 6.40291e-05 4.61642e-05 3.81642e-05 3.51607e-05 0.000176802 9.7725e-05
threshold=14.022476987850002 8.8430989333000021 8.7431769115000026 128.57956104760004 14.151141757350002 23.545618314050007 22.764946765650006 93.281431752200021 13.390703749000002 62.041548276350007 185.44496129890004 7.8438787148500007 186.16747084260001 12.909082926650003 23.378903124350003 42.246988155050012 167.50942450365002 16.505385645700006 40.974857724300008 106.79778736115001 23.051546669900002 186.68586460755003 12.971888692100002 192.61429575720004 86.479632682150012 22.644947046300004 13.222029912150001 23.699538637550003 20.844951255400005 23.974509389900003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -6 7 9 19 16 11 14 -12 -14 -11 18 -5 -18 24 22 21 -21 -9 -24 -15 27 -22 28 -26 -29
right_child=1 -3 4 6 5 -7 -8 8 -10 10 12 -13 13 15 -16 -17 17 -19 -20 20 26 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.020540571171308159 0.043990175715727338 -0.00083927774172488749 -2.5304178620206659e-05 -3.601810908453003e-05 0.002620877446660297 -0.00034109334761343917 0.00090604302300534745 -0.00016635063855542211 -0.0018498234140102367 0.021262852434795976 -0.046731945186927817 0.10001038884975344 -0.076779101964009999 0.0010826322879477527 -0.03320334798880635 -0.0018517945356960074 0.004200517082547108 -0.00026377759387068525 0.0014365799398443693 0.00010793047685275072 -0.00041752457991060257 -0.0034647265358482577 0.0020848497027872201 -0.00019896270826011794 0.0019230963972243426 -0.00098738508713986099 0.00029339682145975381 -0.00061384263480373201 4.6619228204998367e-07 6.9199006560808462e-06
leaf_weight=0.0010224993030821796 0.001032940994668218 0.53714614247745984 1.5046780873890377 2.5138641042358492 0.52185620983436798 0.50128291014605253 0.5625486607041229 2.3660089079248814 0.53467434994007135 0.0013461709190628283 0.0021601604365412133 0.0022274056509559159 0.0012714513832169363 0.50913330369804199 0.0011002100207908915 0.51817197159597128 0.53944469405325879 1.0112888002840916 0.50880970525981339 1.0136947764232924 1.5073977490369546 0.52708896947890038 0.52055240528579971 0.50076182760676602 0.53480955977953826 0.51478079799562593 1.5130695799822382 3.0252467191753611 4.5261575610993532 15.682520316241909
leaf_count=624 14 201 16 33 28 21 31 131 111 392 10 13 6 8 155 67 65 12 19 471 18 85 55 22 71 27 24 55 123 1126
internal_value=1.44554e-07 -3.55458e-07 1.05116e-05 -1.85617e-05 0.000458365 0.00116967 -1.97292e-05 -3.33001e-05 -0.000271035 3.41675e-05 -3.43546e-05 0.0459705 -4.26811e-05 -3.87752e-05 -0.00323221 -3.49962e-05 0.000469578 0.00128919 2.21171e-06 -0.000164835 -0.000417047 -0.00111424 0.000174785 0.000965071 -2.72253e-05 -5.04948e-05 -6.13964e-05 -3.02037e-05 0.000203637 -9.34641e-05
internal_weight=42.0051 42.0041 41.467 38.9392 2.52782 1.02314 38.9381 38.3756 8.48325 29.8923 25.8277 0.00467379 25.8231 25.8209 0.00244638 25.8196 4.0646 1.55073 25.3015 7.94857 4.56125 1.54078 3.38732 1.02131 24.7926 24.2835 3.02047 23.7687 5.06097 18.7078
internal_count=4034 3410 3209 3144 65 49 3130 3099 917 2182 2072 560 1512 1502 547 1496 110 77 1429 806 598 556 208 77 1410 1402 42 1375 194 1181
is_linear=0
shrinkage=0.1


Tree=930
num_leaves=31
num_cat=0
split_feature=15 5 12 2 18 12 17 10 5 5 5 7 7 15 7 10 13 7 9 2 5 18 17 7 3 18 5 18 7 6
split_gain=5.19666e-05 9.96062e-05 5.85167e-05 0.000127528 8.87202e-05 0.000216866 0.000182497 8.12937e-05 8.44593e-05 8.0283e-05 6.92146e-05 0.000475178 0.000949693 9.48297e-05 0.00121062 0.00177558 5.42558e-05 0.000855293 0.000364148 4.07284e-05 4.78078e-05 3.86133e-05 0.000190652 0.000373371 9.81999e-05 6.2545e-05 0.000335465 5.18814e-05 5.18466e-05 8.12704e-05
threshold=46.683480308100009 25.322158499750007 215.72812435340003 185.72519583365002 13.204532713600001 218.69180565645004 190.69924117675001 61.987779113750001 22.580289596950006 23.389417063900002 23.455765688150006 21.844899366700002 21.147833206800005 41.800301886400014 21.946499523750003 61.778079379550007 117.72489307420001 22.105125139000005 177.77223095870002 200.74412770730004 22.53967987815 13.303774303900001 188.19076296340003 23.203497038450006 93.216908757050007 13.342238590850002 21.991679690250006 13.043896815850003 23.445318439400001 16.555386813950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 8 -8 19 11 12 -1 14 -13 -16 17 -17 -19 -9 -21 22 27 -24 25 -23 28 -20 -27 -30
right_child=1 -3 4 -5 5 6 7 9 -10 -11 -12 13 -14 -15 15 16 -18 18 21 20 -22 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.021179791471727442 -0.0017178110906071161 -8.4061552341042889e-07 -0.00093933116362118383 -0.0015893264478448522 0.0023975396116477539 0.0020010276574166349 0.00015728279849133424 -0.00098264158600079653 -0.0016598766260358792 0.00077969892103235715 -0.00087346378460561962 0.086094240628178609 -0.082353627141699401 0.0013576021467869713 0.071940929571204668 -0.091229991919175871 -0.00099420684096390255 0.046163474780886844 0.00013640555383826353 0.00079404479148108417 -0.00057364969955955587 -0.00062240580227118051 0.0032995844915139419 4.8343724822365798e-05 -0.00082806163749776459 0.00095510216149316193 0.0025685624823722523 -0.00056399246773757754 -9.4696275467360645e-06 -0.0012933332798560401
leaf_weight=0.0015939915988317137 0.50718144471667126 1.0121836852852004 0.50732335922590444 0.51440488721398381 0.51281989549353202 0.51576841325637968 0.50300469676983484 0.50499398758296421 0.52039910431586589 1.513875520700471 0.88994537943152963 0.0016332962935682307 0.0019946446393162651 0.52482428944028825 0.0034302425083357893 0.0010274312196462123 0.54967262685386131 0.0017094543652110819 3.5190302851897348 0.51479227622512003 0.50756296142868518 1.5060430356352359 0.54574168979706872 1.0012513943947849 1.5150590532248305 0.53730403427929019 0.51406310212041617 1.5120185205614687 21.239067014293219 0.50477214722263752
leaf_count=129 57 79 95 151 68 234 6 29 62 48 494 7 59 44 17 17 9 330 63 586 30 17 107 6 29 140 13 28 1069 11
internal_value=1.7248e-07 -0.000573985 2.172e-05 -2.64515e-05 0.00032177 0.000447386 0.000229047 4.19706e-06 -0.00076674 0.000263625 -3.06058e-06 2.00758e-05 -0.0363664 2.39764e-05 2.73568e-06 -1.53176e-06 -9.02203e-06 7.69333e-06 1.05869e-05 -0.000247896 0.000115033 8.15142e-06 0.00022444 0.0011953 -4.69592e-05 1.73855e-06 4.29748e-05 -7.40903e-05 -1.52947e-05 -3.92739e-05
internal_weight=42.0045 1.51937 40.4851 34.8846 5.60054 5.09322 4.5804 4.06463 1.0234 3.04122 34.3702 33.4802 0.00358864 33.4766 32.9518 32.9502 32.9468 32.3971 32.3961 1.52735 1.02236 32.3944 6.57804 1.54699 25.8163 24.3012 22.7952 5.03105 22.2811 21.7438
internal_count=4034 136 3898 2740 1158 1063 995 761 68 693 2589 2095 188 1907 1863 1856 1839 1830 1813 645 616 1483 204 113 1279 1250 1233 91 1220 1080
is_linear=0
shrinkage=0.1


Tree=931
num_leaves=31
num_cat=0
split_feature=15 13 12 2 16 16 2 14 12 8 2 0 2 17 7 5 7 7 5 2 16 5 16 9 3 0 17 9 5 0
split_gain=4.20772e-05 8.40797e-05 4.74171e-05 0.000103183 0.00010076 0.00787594 0.000334847 0.00187831 0.00289503 0.00112714 0.0012207 0.00101703 0.000677854 0.000229769 9.06079e-05 5.60452e-05 0.000403579 0.000834851 8.41078e-05 0.000181766 4.45327e-05 0.00024502 5.62949e-05 7.23198e-05 7.22954e-05 0.000112936 6.50796e-05 4.71484e-05 6.47209e-05 4.09727e-05
threshold=46.683480308100009 117.61735474900001 215.72812435340003 185.72519583365002 22.574947209950004 22.554947256700004 196.01988179970002 287.72700792685004 246.36519872610003 8.4434108459500017 306.37214232930006 91.73825678530001 294.37797911680008 203.72643944000004 23.974509389900003 23.455765688150006 21.844899366700002 21.147833206800005 22.862610686750006 105.5555618261 22.674946976100003 20.911722254300006 22.634947069650003 187.11236276785004 93.281431752200021 85.812895065800021 188.19076296340003 188.96048214565005 22.468249633400003 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 15 5 6 -4 -8 11 10 12 -9 -10 -13 29 16 17 -1 20 -20 22 -22 23 -18 27 -26 -24 -25 -29 -6
right_child=1 -3 4 -5 14 -7 7 8 9 -11 -12 13 -14 -15 -16 -17 18 -19 19 -21 21 -23 26 24 25 -27 -28 28 -30 -31
leaf_value=0.01914805337872396 -0.0015629452483455876 1.2197975338268026e-05 9.2056350206096843e-05 -0.0014288675522513416 -0.00032526439232726651 0.077631254141031031 -0.10022982488934513 0.098267735149984534 -0.004142467316327475 -0.082625436475474906 -0.067994428240790258 -0.026510895475738139 0.099257660689655636 0.035776446604240682 0.0014014660013164429 -0.0007858200305052793 0.0011402061292232716 -0.079511102665427824 -0.00038324223624664779 0.0022249528898113202 0.00090928285175711208 -0.0021816817378818476 -4.2799234549779035e-05 -0.00095842472853687399 -1.0855578131204704e-05 -0.0013711175270499979 0.00088375896059001184 -4.4858668265752966e-06 0.0011357655294076351 0.00027859521323677657
leaf_weight=0.0015871948068801548 0.51003258176547461 1.0098944968912951 0.50152109422714075 0.51492431497567892 2.0273750098700987 0.013283551081173073 0.0022086123424308437 0.0027950899216922708 0.0015645063525114825 0.0033686221880353528 0.0018655567318778053 0.0010131526510343738 0.0010659950053983798 0.0014255025784216807 0.5211574083224092 0.89026466651263447 0.51864978050310995 0.0018661263018268414 0.54552370731835143 0.52371201077767182 0.50659127309336216 0.51939398538343085 1.5061421768077701 0.50365652707757647 1.5097238731351503 1.0245887817545734 1.5262037589491226 24.283662094678299 0.50820465307606255 2.520634582529965
leaf_count=129 92 44 33 151 80 15 6 30 193 37 368 117 51 86 110 494 431 59 8 35 11 40 24 34 28 37 37 1208 14 32
internal_value=1.82706e-07 -0.000516363 1.95759e-05 -2.37827e-05 0.000289709 0.00160149 -0.000352627 -0.0149223 -0.000538011 -0.0388896 -0.00612096 0.0570924 0.0377598 0.00989883 0.000152528 -2.73182e-06 1.80915e-05 -0.034166 2.16179e-05 0.000894253 -7.17395e-06 -0.000655485 1.40223e-05 -2.9783e-05 -5.15874e-05 -0.000560791 0.000423545 -5.71201e-07 1.8888e-05 9.41155e-06
internal_weight=42.0039 1.51993 40.484 34.8847 5.59928 0.530112 0.516828 0.015307 0.0130984 0.00786468 0.00449606 0.00523375 0.0026305 0.00243866 5.06917 34.3698 33.4795 0.00345332 33.4761 1.06924 32.4068 1.02599 31.3808 28.3485 27.8298 2.53431 3.03235 25.2955 24.7919 4.54801
internal_count=4034 136 3898 2740 1158 936 921 888 882 649 612 233 244 203 222 2589 2095 188 1907 43 1864 51 1813 1752 1321 65 61 1256 1222 112
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=16 0 3 14 18 18 3 4 6 3 6 6 15 18 18 16 18 2 19 18 7 13 15 0 13 19 13 8 16 0
split_gain=4.94932e-05 0.000189893 8.82855e-05 5.74333e-05 5.06349e-05 0.000487066 0.000280625 0.000305536 0.000179242 0.000170435 0.000139324 0.000114965 0.000237021 7.20081e-05 0.000223533 0.000114622 0.0001836 0.000409653 5.99115e-05 4.88377e-05 5.56585e-05 0.000136352 4.08858e-05 3.81916e-05 0.000269258 0.00301235 0.00558795 0.00582822 0.00689086 0.00356196
threshold=22.704946905950003 85.121961326250016 93.910530954700008 143.06733454090002 13.4793103924 13.531614672700002 92.598563387050021 280.10798094650005 16.565387047600002 93.14163192940002 16.525386113000007 16.405383309150004 40.800303470200006 13.24088655595 13.327513832500001 22.624947093000003 13.043896815850003 258.06114663960005 14.351157895250003 13.552878921100001 23.514778597300005 117.55283175385001 39.540459766400012 94.047642319350018 116.87802876315001 14.251149826300002 112.64908412395 8.4434108459500017 19.199955102150003 93.399723909900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 -6 7 -5 9 10 19 12 -8 15 -15 16 -13 -18 -17 -7 21 -21 23 24 25 26 27 28 -22 -30
right_child=1 -3 -4 4 5 8 11 -9 -10 -11 -12 13 -14 14 -16 18 17 -19 -20 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011549169757561956 -0.00035017074164748633 0.0019905450053693567 -0.0013233341525533389 0.0034092184392392512 -0.0031178795970773472 0.00098103421056365157 0.00052879977693521196 -3.7883752480925148e-05 0.0018057394616647422 -0.0018432089916679273 -0.0016722243940981926 0.00021810198006030885 -0.00251519142268884 0.0014054758216185607 -1.5737109182139152e-05 -0.0001327273182120183 -0.0036483571502897855 0.00035622280560022 0.00057128301825610638 -0.0018655175435057165 0.095947598334435294 0.0004420074407479928 -0.00085289704319384577 -3.7545958517813021e-05 3.0998049645487737e-05 -4.7899777773367727e-05 0.098732366394413573 -0.060901280091054846 -0.037875753799510824 0.03450106583162766
leaf_weight=0.0043027397296090389 0.87763501805025501 0.57278661946747889 0.51339007403372861 0.52947569353908019 0.52048234558457096 0.50537928821722999 0.51047390939356663 0.49989661629663706 0.52245080334196714 0.52806954562537711 0.50374387715953517 1.0060459826672725 0.51273108937039069 1.5264643156706368 4.0242677428731781 3.0151983623945853 0.5209813494057014 0.50119411200284958 2.0176807538409776 0.52180425856202706 0.010749201083671944 0.50285054641426541 0.52243497585895227 15.6547924152408 5.0088575583100123 0.52308442855064641 0.0085600575912394561 0.0091179845030637807 0.012505937562309555 0.014902391530540626
leaf_count=21 107 51 738 106 21 57 39 13 47 45 10 17 28 50 45 28 39 2 34 275 53 5 135 1865 61 54 20 25 25 18
internal_value=2.25316e-07 0.000574202 -2.03042e-05 -3.59616e-06 -4.83782e-06 -9.03412e-05 0.000143085 0.00173519 -2.69278e-05 -6.62867e-05 -2.68587e-05 2.28895e-05 -0.000996553 0.000105597 0.0003751 -0.000106258 -0.000740929 -0.00168483 0.00014951 8.72157e-06 -1.28403e-05 -0.000733097 2.1068e-05 4.25621e-05 0.000266994 0.00230885 0.0243876 0.0109262 0.0280898 0.0014768
internal_weight=42.0023 1.45042 40.5519 40.0385 40.0342 25.3698 14.6644 1.02937 24.8493 24.3269 23.7988 13.635 1.0232 12.6118 5.55073 7.0611 2.02822 1.02218 5.03288 23.295 22.7897 1.02465 21.765 21.2426 5.58778 0.57892 0.0558356 0.0472755 0.0381575 0.0274083
internal_count=4034 158 3876 3138 3117 2716 401 119 2695 2648 2603 282 67 215 95 120 58 41 62 2593 2536 280 2256 2121 256 195 141 121 96 43
is_linear=0
shrinkage=0.1


Tree=933
num_leaves=31
num_cat=0
split_feature=10 15 18 18 15 0 2 19 7 13 10 9 7 16 8 15 7 5 3 18 18 5 2 2 3 17 17 15 3 9
split_gain=4.44489e-05 0.00010091 9.85412e-05 0.000125052 0.00018849 0.000102974 6.834e-05 0.000105575 0.000178719 7.30852e-05 0.000505077 9.97054e-05 0.000235266 0.000112516 6.58089e-05 0.000160869 5.93809e-05 3.2587e-05 0.000193996 0.00035141 0.00021589 0.000173415 5.55231e-05 4.06289e-05 0.000383876 0.000163446 0.000139329 0.000138535 0.000271121 5.16406e-05
threshold=62.041548276350007 43.890399822900008 13.777522434500002 13.603286548350003 37.870720399650004 86.565663342300013 100.60547560250002 14.351157895250003 22.356277907050004 117.60660091645001 61.950140699950005 195.41812862360004 22.156669449150005 22.634947069650003 8.6432548896500023 43.890399822900008 22.747724408400003 16.569990495050003 81.105404879350019 15.170421401500002 15.452304577250002 14.582249945350002 60.327272492300004 154.31016903475003 93.090551224900011 190.69924117675001 201.71342726775001 38.884669609800007 93.846007959550022 193.67618212375001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 3 5 -5 6 7 16 -9 14 11 12 -11 -13 15 -8 -1 18 21 -20 -21 -2 -19 27 25 -25 -27 29 -29 -24
right_child=1 -3 -4 4 -6 -7 9 8 -10 10 -12 13 -14 -15 -16 -17 -18 22 19 20 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.00098354846809422841 5.6308928458840833e-05 -0.0014508674163237903 -0.0011919625876376926 -0.00010202576983653968 0.0026224232730440561 0.00088037385151843784 0.0020267270716242745 -0.00010705148907679389 0.0025338399779212162 0.00046273071562829172 -0.0033601036553601721 -2.7786145960837422e-05 -0.0021572492978934304 0.0017882242309640835 -0.0003770376284774374 5.2474933179131109e-05 0.00055252254945221946 -0.00082102293420619919 0.0032272467753169699 -0.0014293577626743699 0.0014830023037698294 -0.0018845243797574809 0.00062732377262448473 -0.0017926360109782374 -0.0028893384433945038 -6.2008311392055011e-05 0.0016253449868907763 0.0027404595446305097 -0.00050797042928866717 -0.00010866074544966744
leaf_weight=0.50425234262241259 4.0186629679126433 0.51760637510112317 0.51883118205806589 0.50159333254324312 0.51432660750710113 1.5272650214975456 0.51931643849020748 0.50810097513704 0.51698841870165779 0.86707963364786922 0.51793349537793609 1.0037960003656334 0.56677298915936425 0.51684521975650444 1.5071166651387526 2.0109647248151883 0.50241418031509966 1.0122111654185371 0.5270558141561511 0.50234023784997528 0.51597022946587145 0.5199359197729797 1.0346104129269651 0.50466297563251306 0.51383075950898138 6.0302504902247422 0.53257955686382352 0.52619049079748836 0.50209844139499182 12.138627640562943
leaf_count=75 1219 94 76 4 37 28 346 55 36 92 33 9 39 51 25 48 3 46 153 12 72 131 244 131 53 181 181 39 15 506
internal_value=4.10861e-07 -6.69493e-05 0.000157522 0.000215459 0.00127727 0.000118003 -4.02483e-06 0.0005105 0.00122484 -0.000143228 -0.000479611 2.53503e-05 -0.000572894 0.000589451 0.000146084 0.000457672 -0.000216915 -4.2145e-05 0.000163472 0.00113119 4.63131e-05 -0.00016603 -9.70237e-05 -6.33807e-05 -0.0002503 -5.84333e-05 7.49219e-05 3.64043e-05 0.0011543 -5.08574e-05
internal_weight=42.0002 29.3966 12.6036 12.0848 1.01592 11.0688 9.54158 2.03176 1.02509 7.50983 3.47243 2.95449 1.43385 1.52064 4.0374 2.53028 1.00667 28.879 6.08397 1.54537 1.01831 4.5386 22.7951 21.7829 7.58132 7.06749 6.56283 14.2015 1.02829 13.1732
internal_count=4034 3077 957 881 41 840 812 169 91 643 224 191 131 60 419 394 78 2983 1587 237 84 1350 1396 1350 546 493 362 804 54 750
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=16 0 3 18 18 3 18 4 6 3 6 6 15 5 18 18 4 16 2 18 16 10 3 16 6 18 17 14 0 13
split_gain=4.85702e-05 0.000191824 6.53831e-05 4.77922e-05 0.000450257 0.000224214 0.000390283 0.000198048 0.000146422 0.000182412 0.000111647 0.000105074 0.000258035 5.82016e-05 9.44666e-05 9.08139e-05 7.01588e-05 8.37417e-05 4.74239e-05 4.74236e-05 0.000187383 9.54269e-05 0.000226582 5.62357e-05 0.000279839 5.56029e-05 0.000113589 8.47165e-05 0.000345595 3.64814e-05
threshold=22.704946905950003 85.121961326250016 93.910530954700008 13.4793103924 13.531614672700002 92.598563387050021 12.971888692100002 137.02556730370003 16.565387047600002 93.14163192940002 16.525386113000007 16.405383309150004 40.800303470200006 22.213482503200002 13.24088655595 13.376114027300002 169.62532823300003 22.604947139800004 176.09844955530005 13.946975448150001 20.784951395750003 69.999384342500022 84.812788641250009 22.594947163200004 16.435384010100005 14.613481077900001 180.29620661735001 170.13250779355005 97.225399829550014 107.38508310450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -1 -6 9 10 19 12 -7 16 18 -16 -13 -18 -15 23 21 -21 25 24 -9 26 -23 28 -27 -29
right_child=1 -3 -4 4 7 11 -8 8 -10 -11 -12 13 -14 14 15 -17 17 -19 -20 20 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00043652490245024521 -0.0003601095778623482 0.0019924671921952766 -0.0011406251370146524 -0.0029986446904377404 0.040763249387209245 0.00064671488574043353 0.0034574695264949482 0.0026358696480704887 0.0016278328693271052 -0.0019040229412367726 -0.0014964112675913512 0.00044864214668099175 -0.0025288991584782134 0.00035664317731058301 0.0012473545641737542 0.00022400609970041793 0.00010765726197076397 -0.0008033374787368916 -0.00038382179331600166 0.001270593196567141 -0.0019388101500369859 4.7655490265492988e-05 -0.0021087155689315231 1.925167866637461e-05 5.6449423874852868e-05 0.0027575061444476555 -0.001778835701326531 -0.00010091643596043283 -0.00091321179368417191 0.00032932622318180356
leaf_weight=0.50184735126145019 0.87758609500966034 0.5728159050472641 0.51398825900938661 0.52078480704527663 0.0011902078695119602 0.51088073821324431 0.52839054742490743 0.53208676528943444 0.52182495862226019 0.52773651399066679 0.50431083712862701 1.5106678963347784 0.51261161509864905 1.5159987923580049 1.5251322411033927 2.0100783030681271 2.0074292594508734 2.0288611796713667 2.0140526727336692 0.54650582501846479 0.53047591228505631 1.0060894042935948 0.52821094997757967 5.0093955630836717 2.0072487731231377 0.51816295082835373 0.51466283471219498 9.0757810193259161 0.50788937114409916 2.5174845919499029
leaf_count=25 107 51 738 21 4 39 103 175 47 45 10 47 28 24 33 23 25 39 30 138 142 40 313 49 16 18 90 1482 51 81
internal_value=4.04172e-07 0.000569008 -1.99339e-05 -5.5462e-06 -8.86174e-05 0.000138154 0.00156064 -2.76293e-05 -2.95832e-05 -6.51369e-05 -2.43589e-05 3.06796e-05 -0.000943777 0.000109758 0.0003001 0.000665491 -0.000132685 -0.000350259 -6.58253e-05 7.51081e-06 -9.12847e-05 -2.68692e-05 -7.52097e-05 0.00021358 0.000596935 7.53195e-07 -0.000570478 6.95921e-05 0.000940524 -7.48898e-06
internal_weight=42.0002 1.4504 40.5498 40.0358 25.3698 14.666 1.03024 24.8491 24.8479 24.326 23.7983 13.6357 1.02349 12.6122 7.06526 3.53521 5.54696 4.03629 3.53005 23.294 15.7453 15.2148 14.6683 7.54873 2.53934 14.1401 1.52075 12.6193 1.02605 11.5933
internal_count=4034 158 3876 3138 2722 416 128 2701 2697 2650 2605 288 67 221 110 56 111 64 54 2595 2355 2213 2075 240 191 1762 130 1632 69 1563
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=16 8 3 13 3 14 2 2 19 17 15 5 5 7 5 15 2 18 2 7 4 15 13 3 5 6 13 10 0 10
split_gain=3.93673e-05 0.000204105 5.29202e-05 4.25265e-05 8.87456e-05 0.000105815 0.000312241 0.000188818 8.52899e-05 9.79951e-05 6.08585e-05 0.000134795 6.06499e-05 0.000283606 6.77052e-05 0.000230464 0.000171995 0.000284098 3.89678e-05 3.47614e-05 3.33888e-05 4.44079e-05 3.02819e-05 0.000339349 0.000127098 0.00010237 4.95854e-05 4.57928e-05 0.00042576 0.000199102
threshold=22.704946905950003 8.543332867800002 93.910530954700008 117.55283175385001 93.499196860750018 231.12292494700003 199.66651340635002 209.01099100540003 14.351157895250003 190.38166638035003 42.246988155050012 24.218679034200004 22.127107789600004 23.127267687200003 20.911722254300006 37.050691080100002 145.31340866805002 13.603286548350003 168.84984911130002 24.225158517200004 274.66550124645005 35.517387705950007 101.53768667075001 81.105404879350019 16.424511567200003 11.805275828400001 104.08096806215002 64.407391431150018 93.399723909900004 69.999384342500022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 10 5 -5 -7 -8 -6 -10 12 -12 14 18 20 -16 -17 -18 -14 -9 21 22 25 -24 -25 -1 -26 -28 -29 -30
right_child=1 -3 -4 4 8 6 7 19 9 -11 11 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 23 24 26 -27 27 28 29 -31
leaf_value=7.6062466702014958e-06 0.0014648151045115023 -0.00096596345162598251 -0.0010257747384004583 -4.0834968103189237e-05 -0.00066316440760741965 0.0018339630561403303 -0.0017210636166150252 0.00084105021882681624 0.00096955352234673765 -0.00030018619315650899 -0.0019444277275499227 0.0003409829267566111 0.00014998181063240559 0.0025020977593374371 -0.0024211939146524114 0.00063451516780120901 -0.0028046170728068614 -8.0855160193734591e-05 -0.00092956937768814008 -0.00017422775091757326 -0.00057373378711331202 0.00046131248436775426 -0.0026182113940767773 0.0015086386230030917 0.00089894520137308873 0.0015307198852575236 0.00021186253817952812 -0.0028991768752150682 0.0018659508532157356 -0.00015947505351843942
leaf_weight=3.0070949263198967 0.88166780934443412 0.56795387871684966 0.51436337954708378 3.016522371224708 2.0204886762054457 1.5463595923174582 0.50815810260974137 1.0189521531065109 1.0134473789621554 1.5186201748466315 0.52585820184192644 0.50679471293608458 1.0079957828244246 0.51894931110253972 0.52083971523997918 1.5219399297675407 0.51343996952346138 1.5066263447353976 0.50032926007331835 0.50405157155682889 1.0105238832368559 2.0123762144844468 0.51465830749543684 0.53400297406602426 0.5164212297213443 0.51716557704564037 3.5128237698918374 0.55529936491187193 0.51276401735958721 9.0731010941803287
leaf_count=534 47 111 738 36 38 39 11 27 28 35 62 41 29 37 117 47 17 71 35 41 989 39 85 97 15 122 55 140 22 329
internal_value=3.98489e-07 0.000512449 -1.79068e-05 -4.95809e-06 0.000160963 0.000395415 0.000763256 -5.18926e-05 -0.000178623 0.000208021 -6.89775e-05 -0.000822818 -4.10322e-05 0.000485653 -8.23707e-05 -0.000457113 -0.000168302 -0.000773153 -0.000208118 0.000505035 -1.24219e-05 1.49065e-05 -3.30219e-05 -9.41876e-05 -5.84615e-06 0.000231115 -6.29186e-05 -9.92982e-05 -0.000207082 -5.11316e-05
internal_weight=41.9996 1.44962 40.55 40.0356 11.1466 6.59404 3.57752 2.03116 4.55256 2.53207 28.889 1.03265 27.8564 2.02727 25.8291 4.06285 3.54201 2.02007 1.50833 1.523 21.7662 20.7557 18.7433 15.2191 14.7044 3.52426 14.1704 13.654 10.1412 9.58587
internal_count=4034 158 3876 3138 255 154 118 79 101 63 2883 103 2780 101 2679 252 135 88 64 68 2427 1438 1399 743 658 656 561 546 491 351
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=2 5 13 18 8 8 4 5 8 19 3 10 13 13 16 15 9 15 18 8 5 2 5 9 14 3 15 18 17 12
split_gain=3.83761e-05 3.98686e-05 0.000110087 0.000365514 6.49699e-05 5.93829e-05 0.000162847 8.29381e-05 0.000310919 6.62175e-05 0.000197882 5.61613e-05 0.000265023 0.000118437 0.000255714 0.000517704 7.91563e-05 5.80527e-05 0.000605837 4.83549e-05 0.000135224 0.000123629 0.00023753 7.73638e-05 4.78297e-05 0.000265029 0.000132606 0.000321488 6.62548e-05 5.63378e-05
threshold=32.468269602050007 25.568932055400001 98.050756475600011 17.323446153950005 8.8430989333000021 8.7431769115000026 137.02556730370003 13.154029769200003 7.5441126493500006 14.151141757350002 93.765354215650021 61.987779113750001 117.62810858150002 117.55283175385001 22.604947139800004 45.560261772200008 198.49982034990003 43.890399822900008 12.867440043550003 8.3434888241000014 21.269675393700002 171.97230602530001 23.928204628200003 192.57902085675002 241.71484286130001 93.090551224900011 37.870720399650004 13.142272494650003 190.25644477395002 147.88310320375004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 -8 -7 -11 12 -9 17 16 -16 -15 18 -13 20 -14 23 -23 -21 26 28 29 -28 -26 -20
right_child=1 -3 4 -5 -6 9 7 11 -10 10 -12 13 19 14 15 -17 -18 -19 24 21 -22 22 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.017242200241582004 -0.067172997405687718 0.0008733393711931758 0.032707718768789314 0.0090413966011540694 -0.0011100866533856708 5.3242389176205655e-05 -0.022008301231643181 -0.0024756452044912996 0.05010215451069721 0.0024709160966797259 -0.00031155967625740868 0.057488820493453309 0.00045196338685589649 0.00063169903577862073 0.0040116586929445468 -0.00043849738692667894 -0.00032556649961500123 -0.0011056788845103993 5.0243571699143226e-05 0.0002748706005318632 -0.0018476126379363114 0.0024959090318159498 -0.0005403697274939664 -0.00075631741417714381 -0.0012005799513232706 -0.0024228665973650225 -9.6550153301400561e-05 0.0029538389027899494 -3.3863236466310438e-05 -0.00051418252866315326
leaf_weight=0.0012907503769657982 0.0010247131695231926 0.5173619068780998 0.001519808678614675 0.0016305574096587185 0.52872524323211578 1.505480642030306 0.0010655874112178712 0.51833783747947748 0.0013624267840555149 0.5172654586676797 0.50523277554548685 0.0018307558503448665 0.50504549369361462 1.5160676924195962 0.54222436240797811 0.50477624441241886 2.0078118256298509 0.51586933993885153 13.682347846220424 1.3688841270413838 0.51798367126252742 0.52315520297270246 0.50768717834600352 1.5528994781388972 0.51282604750013661 0.51320783420874505 1.0050398208313698 0.52650113337949722 9.5641454081761363 2.0309131533644527
leaf_count=15 586 538 10 589 132 16 143 72 54 26 23 72 13 31 68 40 27 63 670 30 45 28 14 21 72 31 28 34 463 80
internal_value=3.87019e-07 9.16943e-07 -9.96417e-06 -0.020371 -8.66074e-06 5.56048e-06 -2.53287e-05 -2.66235e-05 0.0184549 0.00047503 0.00109605 -2.77916e-05 -0.000323772 2.1599e-05 0.000493975 0.00186617 8.62749e-05 -5.4555e-05 -3.50757e-05 -9.96012e-05 -0.000712366 5.89962e-05 0.00100055 -0.000273196 -3.88591e-05 -0.000206134 6.38658e-05 0.000952089 -9.32385e-05 -2.27076e-05
internal_weight=41.9995 41.9982 41.4809 0.00265527 41.4782 40.9495 38.4215 38.42 0.00242801 2.52798 1.0225 38.4176 5.49399 32.9236 4.57088 1.047 3.52388 28.3527 27.8368 4.97566 1.02303 3.95263 1.03084 2.92178 27.835 10.5902 17.2448 1.53154 10.077 15.7133
internal_count=4034 4019 3481 1175 2306 2174 2109 2099 197 65 49 1902 223 1679 166 108 58 1513 1450 151 58 93 42 51 1378 566 812 62 535 750
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=7 17 9 9 9 9 9 9 9 7 18 16 13 18 10 18 15 15 17 19 17 15 17 16 7 16 9 6 17 16
split_gain=3.46613e-05 0.00038885 0.00100364 0.00792988 0.00904153 0.00185708 0.000921154 0.000646669 0.00197301 0.000115948 8.42137e-05 0.000310478 0.000125154 0.0039502 0.00236021 0.00119459 0.000266745 0.000145626 7.95705e-05 7.17485e-05 0.000314956 0.000110271 0.00038184 8.86406e-05 6.46057e-05 8.91407e-05 5.9065e-05 5.36595e-05 0.000162358 5.58438e-05
threshold=23.445318439400001 194.73806315685002 197.90890142995002 193.42660545270004 190.73543849905005 188.96048214565005 195.10791980860003 194.31002311890003 194.56033515110002 23.314707969200004 13.314799198000001 22.594947163200004 117.46680109370001 13.012604996900002 62.240494178000013 13.204532713600001 42.841315546000011 38.992510055900006 191.58460912770002 14.351157895250003 187.28691448030003 40.682889193900003 191.86029796145002 22.604947139800004 22.977992916200005 22.644947046300004 187.11236276785004 16.525386113000007 197.20536406400001 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 9 3 4 5 -3 7 -5 -9 10 12 18 13 -1 16 -16 17 -15 -12 20 23 22 -21 -14 25 -23 -25 29 -29 -2
right_child=27 2 -4 6 -6 -7 -8 8 -10 -11 11 -13 19 14 15 -17 -18 -19 -20 21 -22 24 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.00016010629925545148 -6.1959089673931401e-05 -0.0069735872403206322 0.0014532456112624928 0.10002908352778711 -0.10021412753173903 0.077600729650908196 0.036242275187201134 -0.018452282815457771 0.095802597573910478 0.00084625867972949796 0.0010466856730254011 -0.0027904578692634907 0.0012067151350210041 0.070357908822773638 0.039607047014195984 -0.031085354570036347 0.047795546094277858 0.098686543584114272 -0.00040000665945253111 0.0030675597873339906 -0.0026612006299849152 -0.0015692688883125986 -0.00023224216916023513 0.00022370806738855237 0.00043838515919433291 -8.2988851199337996e-05 -0.00066074632280351312 9.7891456561575765e-05 -0.0020807396395003813 0.00069284759810844061
leaf_weight=0.50634394347891254 24.788545995099753 0.0052965410073536889 0.51843044051071985 0.005399766843765974 0.0095772681057717246 0.0050926172874881104 0.013426619826987007 0.0024120886891978444 0.0040476007125107571 1.5205782987167022 0.50846455868357976 0.51302753804335655 0.50916631253541433 0.0028547225323677372 0.0058876936706084848 0.0040243072038741445 0.0020433102187222838 0.0049805208582256455 1.5070163757532076 0.53910055401865964 0.51495695909983386 0.51069984360699683 1.0033153707336167 1.5064181747729894 1.506415920468742 1.9229341800006814 1.5138242395915795 1.0063206585207343 0.5182109670504359 1.0205271354857348
leaf_count=445 2313 42 39 7 19 9 20 52 4 23 251 27 101 85 34 29 10 7 54 124 28 33 12 15 19 59 49 22 45 57
internal_value=3.77274e-07 0.000124399 0.00269991 0.0169821 -0.0301267 0.0344835 0.0541803 0.0744887 0.0531391 2.14516e-05 -7.82333e-05 -0.000594104 5.15176e-05 0.00155293 0.0453813 0.0109057 0.0799736 0.0883652 -3.50358e-05 -3.14005e-05 -0.000350918 0.000204305 0.000921095 -1.38372e-05 -7.62978e-05 -0.000394886 -0.000219604 -6.61661e-05 -0.000642658 -3.2113e-05
internal_weight=41.9993 14.6657 0.563683 0.0452525 0.0199664 0.0103892 0.0252861 0.0118595 0.00645969 14.1021 12.5815 2.52851 10.053 0.526134 0.0197906 0.009912 0.00987855 0.00783524 2.01548 9.52683 4.04437 5.48247 1.54242 3.52941 3.94005 2.43363 3.02024 27.3336 1.52453 25.8091
internal_count=4034 1597 192 153 70 51 83 63 56 1405 1382 332 1050 610 165 63 102 92 305 440 193 247 136 165 111 92 64 2437 67 2370
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=8 8 19 5 16 13 0 3 2 6 15 10 16 19 19 4 18 18 3 18 18 13 19 18 17 18 12 18 4 17
split_gain=3.60393e-05 5.15587e-05 5.7957e-05 0.000206477 5.56642e-05 5.95436e-05 0.000145028 0.000299349 0.00061528 0.000127204 9.25253e-05 0.000126967 0.000307287 0.000380757 9.60918e-05 7.95015e-05 4.53553e-05 0.000396022 9.75103e-05 9.48627e-05 6.84732e-05 9.04166e-05 5.63246e-05 4.26319e-05 7.57151e-05 4.24354e-05 0.000245242 9.7492e-05 0.000138422 0.000121345
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 22.764946765650006 117.60660091645001 86.479632682150012 93.794927255050013 86.324034997400005 16.485385178400005 46.683480308100009 62.041548276350007 22.604947139800004 14.251149826300002 14.451165964200003 256.08338064055005 13.4793103924 13.545319032100002 93.090551224900011 13.376114027300002 13.327513832500001 117.46680109370001 14.551174033150001 13.036600629150001 187.61467154115005 14.738651916450001 94.328280857900012 13.946975448150001 228.57615118090004 183.19621122360005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 10 7 8 -7 -8 11 12 14 -14 15 -1 19 -18 22 20 21 -13 25 24 -9 27 -27 28 -19 -29
right_child=-2 2 3 -5 -6 6 9 23 -10 -11 -12 16 13 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=1.8719191291417919e-05 -0.00081369868427095713 5.4117318940389978e-05 0.0024236224222188413 -0.00041964419307164401 0.0009700233715629978 0.00036013639747792893 0.0011195520217406715 -0.0002843503259646819 -0.0045103950328181158 -0.00046587769047770242 -0.0013189611946250769 0.0014754005797619233 7.4956211050012921e-05 0.0038985227042242485 0.00084752346925530983 -0.001425773291567017 -0.0028535490044498658 0.0016999869833588775 -0.0014052668795614918 0.0014975310803584043 -0.00067528844608475151 9.0139952746517949e-05 0.0010258822999226998 -0.00093016494076459961 0.0011479625411938135 0.0022150697474441067 -3.9785183494365587e-06 6.1917125301417798e-05 -3.0499963946882511e-05 -0.00087449714313861155
leaf_weight=1.5018872423488026 0.53675476009593737 1.5054893823762534 0.52102933614514746 0.50100214696194456 0.56264220100274442 0.50280703999305865 1.0189897957492351 1.3620234065595993 0.53571682758047245 1.0053635601652784 0.50907975710498377 0.51992600742011674 0.50607801876958525 0.53658101250263712 1.0102639803662898 0.5105362540588495 0.51273217730303855 0.52249459606732251 0.51051193838767162 0.51036552314168826 1.0097813508678735 5.0254356526131119 0.51559740806805976 0.50702776597161481 0.50624647251157728 0.52687152683646488 9.099855192481181 2.5070913057410991 4.008337458511205 3.0887466543807092
leaf_count=283 201 16 28 21 36 8 30 105 43 10 79 201 19 81 12 117 20 111 26 48 23 70 37 47 11 108 1686 74 84 399
internal_value=4.55952e-07 1.09961e-05 0.000448664 0.00102985 -1.74172e-05 -3.18965e-05 -0.000338448 -0.000736118 -0.0021523 0.000332173 1.87251e-05 3.97283e-05 0.000562371 0.00204267 5.17512e-05 -0.000347737 -3.51974e-05 -0.000108049 -4.03041e-05 0.000184344 8.21032e-05 0.00022002 -5.92496e-06 -0.000116937 0.000103765 -3.28569e-05 0.00011747 -0.000175762 0.000169059 -0.000454957
internal_weight=41.9973 41.4605 2.52752 1.02203 38.933 38.3703 5.43817 3.41382 1.03852 2.02435 32.9322 32.4231 4.06535 1.04266 3.02269 2.01242 28.3577 21.2922 20.7795 7.06551 6.55514 5.54536 20.269 2.3753 1.86827 19.7534 9.62673 10.1267 4.53083 5.59584
internal_count=4034 3833 65 49 3768 3732 254 214 51 40 3478 3399 512 100 412 400 2887 2545 2525 342 294 271 2499 163 116 2462 1794 668 195 473
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=5 15 17 8 8 19 3 13 10 13 19 2 10 16 9 18 18 3 14 18 0 12 6 6 5 16 0 16 7 7
split_gain=3.50703e-05 5.85642e-05 0.000180502 5.17581e-05 4.55899e-05 5.51102e-05 0.000148849 5.16411e-05 8.87205e-05 0.000253658 0.000107366 0.000158161 9.6607e-05 0.000261509 0.000416999 3.03989e-05 0.000157535 9.05452e-05 0.000121473 5.73974e-05 0.00012913 0.00023463 7.9877e-05 5.83845e-05 5.52866e-05 5.22882e-05 4.93523e-05 3.6324e-05 4.48332e-05 3.59064e-05
threshold=25.568932055400001 46.074827201850006 188.64489188380003 8.8430989333000021 8.7431769115000026 14.151141757350002 93.765354215650021 117.74908919740001 61.987779113750001 117.62810858150002 14.351157895250003 127.03026555610002 62.041548276350007 22.604947139800004 193.42660545270004 13.276755824150003 13.192618516750001 93.181958801350021 143.06733454090002 13.531614672700002 86.756543869550015 157.60052306860004 16.565387047600002 16.525386113000007 21.955793948900006 22.604947139800004 89.813320763900023 22.644947046300004 23.514778597300005 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 3 -3 4 7 -6 -7 8 9 -1 -11 -12 13 -10 -15 16 25 18 -17 20 -20 -22 23 24 27 26 -14 28 -21 -30
right_child=-2 2 -4 -5 5 6 -8 -9 12 10 11 -13 15 14 -16 17 -18 -19 19 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0025321923414546028 0.00081840020807239899 0.00058991248384125065 -0.0020717058465625784 -0.00097309399055462071 4.8706857983745442e-05 0.002194136371593347 -0.0002213572389690027 0.00075197939523998913 1.6493441309377574e-05 0.00031946844948180318 -7.4486588061872558e-05 -0.0022003071001443705 0.0012832304981636228 -0.0001725579484957937 0.0038304232396000528 0.027204375043215032 0.0018524054771463785 -0.0013860433685676135 9.0095702394415495e-05 -0.00096343171944715186 0.00017551779751084982 -0.0028526272721915037 0.00124084524388835 -0.0010921674249714962 0.0010240267128800047 -0.00026289715057521956 -0.00011460449285682481 0.00080927419534370455 0.00044327431164280137 -6.4132216276095993e-05
leaf_weight=0.51716064666526662 0.51771637033195972 0.50298658035646926 0.51636815288668458 0.52950184176358916 1.5054351246217259 0.51629140604200052 0.50430263796442887 0.87853743139044027 3.0180505441886387 2.018146351227188 1.0515996121648639 0.52456385664441985 0.50851411051049256 0.51390527138573794 0.52720895517904864 0.001635529864887241 0.51590282792565023 0.51629416013067952 1.5029595118248833 0.5210271025381833 0.50262224171486025 0.5212231329032655 0.50978843568661503 0.501385972413117 0.51405598270558073 2.512835096286949 0.50184162162589263 0.50673281284798477 1.5176868794354152 17.200453846862423
leaf_count=76 542 23 98 135 16 26 17 46 38 24 24 44 118 32 41 6 53 44 8 305 33 35 17 8 75 43 16 20 45 2026
internal_value=4.43026e-07 -9.76623e-06 -0.000758367 9.09428e-06 2.21188e-05 0.000433292 0.00100058 -5.64914e-06 -2.38721e-05 -0.000461477 -0.000163536 -0.000781982 3.16345e-05 0.000487916 0.00185451 -3.36847e-05 0.000220364 -7.58846e-05 -4.74628e-05 -4.93357e-05 -0.00049993 -0.00136606 4.19058e-06 -2.61751e-05 2.05686e-07 -1.86166e-05 0.000588929 -2.6448e-05 -4.84598e-05 -2.29912e-05
internal_weight=41.9967 41.479 1.01935 40.4597 39.9302 2.52603 1.02059 37.4041 36.5256 4.11147 3.59431 1.57616 32.4141 4.05916 1.04111 28.355 4.03909 24.3159 23.7996 23.7979 2.5268 1.02385 21.2711 20.7613 20.26 3.52319 1.01036 19.7459 19.2392 18.7181
internal_count=4034 3492 121 3371 3236 59 43 3177 3131 168 92 68 2963 111 73 2852 230 2622 2578 2572 76 68 2496 2479 2471 177 134 2396 2376 2071
is_linear=0
shrinkage=0.1


Tree=940
num_leaves=31
num_cat=0
split_feature=5 5 6 18 18 18 0 13 9 9 8 3 18 17 15 7 2 4 12 4 8 14 19 6 17 8 9 9 6 7
split_gain=3.37791e-05 0.000211054 0.000186963 0.000107713 0.000156008 0.000136275 0.000104766 9.04746e-05 0.000278675 6.27084e-05 5.27906e-05 0.000586284 0.000422752 0.00208145 0.00177202 0.00102419 3.31788e-05 0.000160994 9.68899e-05 4.76402e-05 0.000100671 3.99907e-05 3.16308e-05 9.75732e-05 0.00014674 0.000322492 7.13912e-05 0.000269503 8.20677e-05 8.35537e-05
threshold=23.455765688150006 23.042623356550003 16.405383309150004 13.565177112500001 13.3584252364 13.314799198000001 85.877418060900013 98.050756475600011 209.21153814325001 193.67618212375001 8.8430989333000021 76.172084209950015 12.867440043550003 183.92349703790003 35.965617804200001 22.105125139000005 188.47750099235003 284.07887079910006 232.35148227425003 271.76419630735006 8.4434108459500017 305.57537992420004 14.351157895250003 15.945372561050002 196.16836764490003 8.6432548896500023 194.31002311890003 185.44496129890004 16.475384944750001 23.203497038450006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -2 4 5 9 -6 8 -1 -4 11 -9 13 14 15 -13 19 -18 -19 22 -21 -20 -14 -24 26 -26 27 -25 29 -28
right_child=2 -3 3 -5 6 -7 -8 10 -10 -11 -12 12 16 -15 -16 -17 17 18 21 20 -22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.051215961745706695 -0.0020386084729462207 0.0020176007178357362 7.4207407620441784e-05 0.0013174215402094326 -0.00027003118513353714 0.0016317590263638451 -0.0023045649368851934 -0.066030679377316576 0.014123331727781137 -0.0011401149479245566 -0.00098871258134040473 -0.023717866186518756 -3.8184760218134855e-05 0.089868872584242032 -0.10006359317636532 0.10001919601816736 0.0019503008812376821 -0.0012260621306798172 0.001088625087869839 -0.0016713584673852364 0.00032171825302072517 -0.00016150370362399998 0.0015258036204822897 -8.3873740899946092e-05 -0.0027391607045061835 0.00078959435157263116 0.00016105856334842713 0.0027032236239358889 -0.00021165781757001665 0.0017325709190569253
leaf_weight=0.0013079841396149696 0.51826094393091526 0.52918926139901756 2.3704990620479434 0.52128048935521487 0.50376946404937306 0.50843378575290588 0.50864963784624706 0.0013437268782386927 0.0013030391789345952 0.51823370127287249 0.52442023521044134 0.001522966066224706 24.765811978483399 0.002899073195294477 0.0016786325504654087 0.0011928791536774952 0.5097759229604174 0.51062464984511313 0.50917758633386245 0.50920717754617217 0.5045290983562154 0.51439894025422117 0.51349554819898813 1.0086988557923176 0.5259949822529959 0.51018794803530909 1.0090030051942447 0.52883983696665371 3.053865012654569 0.50898630172378023
leaf_count=996 147 58 484 75 27 18 15 52 173 107 91 76 881 7 9 5 10 102 24 58 10 321 26 39 39 18 16 73 21 56
internal_value=4.23091e-07 3.5053e-05 -0.000231841 -4.19398e-05 -0.000202637 0.000122074 -0.0012922 5.92495e-06 -0.0186082 -0.00014364 7.27441e-06 2.19912e-05 2.44921e-05 0.0240974 -0.0192926 0.0306311 1.95438e-05 0.000410663 -0.00010092 -4.36382e-06 -0.000679419 0.000460372 1.67412e-05 0.000194346 9.86645e-05 -0.0010017 0.000285292 0.000874755 8.7052e-05 0.000687991
internal_weight=41.9966 36.5475 5.44913 4.93087 4.40959 3.39717 1.01242 36.0183 0.00261102 2.88873 36.0157 35.4912 35.4899 0.00729355 0.00439448 0.00271585 35.4826 2.04398 1.5342 33.4386 1.01374 1.02358 32.4249 7.65907 7.14558 1.03618 6.10939 1.53754 4.57185 1.51799
internal_count=4034 3161 873 726 651 609 42 3103 1169 591 1934 1843 1791 97 90 81 1694 457 447 1237 68 345 1169 288 262 57 205 112 93 72
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=19 15 9 10 17 15 15 2 15 5 6 3 6 2 8 17 16 7 9 7 13 6 2 9 17 2 15 16 0 18
split_gain=4.4681e-05 5.59641e-05 0.000236288 8.84309e-05 0.00034456 0.000114364 8.65062e-05 5.05313e-05 4.2001e-05 9.37532e-05 5.55058e-05 8.80178e-05 0.000100216 8.33456e-05 7.27687e-05 0.000226091 8.05466e-05 4.44456e-05 0.000418518 0.000320171 5.72163e-05 0.000168034 0.00255085 0.00895309 0.00174591 0.000111734 5.61457e-05 0.000147678 6.33653e-05 0.000131865
threshold=14.651182102100002 45.169600924000008 195.41812862360004 61.93938686740001 190.4716172434 39.15620581320001 43.890399822900008 173.34516805710004 42.713473568600008 23.545618314050007 16.455384477450004 92.703413254150021 16.565387047600002 154.31016903475003 8.3434888241000014 187.61467154115005 22.594947163200004 23.899651152000004 201.32298960505003 23.974509389900003 112.64908412395 14.365335643750003 100.60547560250002 200.76482212275002 189.72181505755 185.01730422545003 37.050691080100002 22.624947093000003 93.399723909900004 13.679220276500002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -2 10 -10 17 12 -12 14 15 -13 -16 18 26 -19 21 -21 23 -23 -25 -22 28 -28 29 -5
right_child=7 2 -4 6 -6 -7 -8 -9 9 -11 11 13 -14 -15 16 -17 -18 19 -20 20 25 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.0014261960171560214 -5.0858195588419694e-05 2.381218614432632e-05 -0.0023509489396484947 -0.00013043668094764603 0.0028401989827788621 -0.00021560266034704426 -0.00094324767153958233 0.0013475867006374361 0.0015822473557947432 -0.0003441091328214447 -0.0021037843046765856 -0.00023071241699226228 -0.000128618651369368 -0.00078344353796445877 0.00027824662647386021 0.0023487423124571522 -0.0006166866619903721 -0.0024948073805965785 0.00298556839305043 4.7603984014310327e-05 0.0017945459196242978 0.039537921817802808 -0.00029512631383469938 -0.0054192058377692878 -0.1001433463925088 -0.00029481345578627905 -2.1545240938843029e-05 0.0013710070580848673 0.00051232423949039375 -0.0018577901139845419
leaf_weight=0.51436018221401303 0.51573379173390665 2.013621026088348 0.52907821748438566 3.0214965723977376 0.53090665039011442 2.4225093512407625 1.015274507810658 0.51781549281986372 0.51028828311425545 0.50039367050339933 0.51481951361483858 1.0038910842436664 0.51270791638401647 1.5206193203214367 2.0067594705191505 0.51367550812574325 2.0160404386660957 0.51955737578286942 0.51754638397324093 13.611027762560749 0.512769423337885 0.0098643409394292281 0.53970188404041297 0.0023289391911021093 0.011828002050265241 0.5110429121841662 3.0274673823596459 1.0174797279487391 1.017546956111169 0.51765804019177153
leaf_count=451 41 79 131 284 60 45 38 36 40 4 44 78 38 49 54 17 30 26 22 1553 25 21 207 25 109 59 72 29 247 120
internal_value=4.13412e-07 -1.59711e-05 -0.000470322 1.4099e-05 0.000495753 7.19402e-05 -3.36888e-05 0.000649773 -6.47761e-06 0.000628499 -2.59687e-05 -0.000253488 -0.00111823 -0.000127649 5.23413e-05 0.000642398 -0.000170252 4.81253e-05 0.000223749 -5.37667e-05 2.96794e-05 -2.24655e-05 -0.00171428 -0.0335994 -0.0845604 0.000751628 5.75755e-05 0.000328742 -0.000183137 -0.00038309
internal_weight=41.9958 40.9623 2.5427 38.4196 3.46778 2.93687 34.9518 1.03355 33.9365 1.01068 32.9258 8.08851 1.02753 7.06099 5.54037 1.51757 4.0228 24.8373 9.1192 15.7181 15.1986 14.1748 0.563723 0.0240213 0.0141569 1.02381 8.60165 4.04495 4.5567 3.53915
internal_count=4034 3957 210 3747 556 496 3191 77 3153 44 3109 310 82 228 179 95 84 2799 774 2025 1999 1915 362 155 134 84 752 101 651 404
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=10 10 17 8 15 18 5 14 3 14 13 7 17 13 9 18 3 2 7 2 6 16 16 0 7 7 8 10 19 16
split_gain=3.67343e-05 0.000106484 6.0184e-05 0.000214773 5.50815e-05 0.000167065 0.000101251 0.000183744 0.000164878 0.000159802 0.000106011 8.95392e-05 0.000137418 7.44689e-05 0.000232468 3.71901e-05 0.000190365 0.000549237 8.55605e-05 8.12464e-05 6.48038e-05 0.000181966 8.82964e-05 5.87212e-05 0.00174855 0.00401802 0.000411142 4.56011e-05 4.23738e-05 0.000187482
threshold=61.901748453550006 61.87486387225001 187.51563899930002 8.6432548896500023 43.890399822900008 13.405476405600002 22.649179082500002 242.75016290975003 93.499196860750018 287.57399983670007 117.64961624655002 23.203497038450006 192.94032447935004 98.050756475600011 209.21153814325001 13.077716774800001 93.281431752200021 108.63443756215001 22.589037079550003 97.254132369200008 16.545386580300001 22.544947280100004 22.654947022900004 86.420486603250012 22.747724408400003 22.620600126450004 8.1436447804000007 62.041548276350007 14.351157895250003 22.534947303500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 10 -8 9 -9 13 12 -6 14 -2 18 20 19 -15 -18 22 -22 23 -17 25 26 -25 -26 -29 -30
right_child=4 -3 3 -5 5 -7 7 8 -10 -11 -12 -13 -14 15 -16 16 17 -19 -20 -21 21 -23 -24 24 27 -27 -28 28 29 -31
leaf_value=-0.00061313735337853263 -0.047353415987254344 0.0016413248398322354 0.002144571334514238 -0.00021168506694094482 -0.0020304281558095653 -0.0020355610948018022 0.0022967519246690033 0.0021386220214554843 -0.0013712936007904738 -2.5013527028468046e-05 -0.0014613789361564359 0.00027095383298922636 0.0002966179986043187 -1.9823371177828565e-05 0.012731813087407479 0.00076305146735840734 -0.00067222187259094728 -0.0037811905530299411 0.0010686440308836484 0.0011175004212659442 0.0005510564094016471 -0.0021089030327156328 0.0013379249262882682 0.01640098227084321 0.00065724580304142393 -0.089010150051125919 0.10000564374393964 2.8777529703211726e-05 -0.0020974101413201805 -4.4144386840881088e-05
leaf_weight=0.87752521361543845 0.0012753353235820377 0.51347551551941695 0.51515805501210499 1.5530964136988528 0.51370409076592227 0.53268954197688279 0.51878724299755807 0.51646792782959527 0.50834875319750139 1.0068255109602509 0.51446339472386071 2.0132482827718832 0.5015090856487352 2.5093229163550919 0.0013005619866504059 1.0088530110151683 0.50956141976683722 0.51885404547341929 1.014000845421833 0.50505410938058048 0.51884247677744955 0.50996272891643457 0.51516301807532627 0.0010337180642322474 1.0124410971312716 0.0060401754171677258 0.0013648196145368274 19.740388694865267 0.52169554109695981 3.0132435624330469
leaf_count=445 987 17 38 44 77 129 167 29 42 47 37 20 10 120 173 19 51 40 26 7 41 13 40 72 14 18 10 1133 96 72
internal_value=2.66607e-07 0.000312426 8.07876e-05 0.000375208 -2.77561e-05 -0.000402428 1.03948e-05 0.000617063 0.000188148 0.00070856 -3.73266e-05 -0.000115169 -0.000880882 -1.43664e-05 -0.0170166 -1.29937e-05 -5.10328e-05 -0.0011347 0.000293434 0.000218664 1.08603e-05 -0.000767444 4.18717e-05 1.54866e-05 -1.55546e-05 -0.0455275 0.0639738 2.5836e-07 -2.83196e-05 -0.000347171
internal_weight=41.9937 3.45926 2.94578 2.06825 38.5344 3.56115 34.9733 2.55043 2.03164 1.52329 32.4229 3.02846 1.01521 31.9084 0.0025759 31.9058 28.3825 1.53347 3.52332 1.01462 26.849 1.02881 25.8202 25.3051 24.2962 0.00843871 0.00239854 24.2878 23.2753 3.53494
internal_count=4034 544 527 82 3490 236 3254 285 118 76 2969 107 87 2932 1160 1772 1626 98 146 58 1528 54 1474 1434 1415 100 82 1315 1301 168
is_linear=0
shrinkage=0.1


Tree=943
num_leaves=31
num_cat=0
split_feature=13 5 17 3 8 13 18 5 15 5 15 2 13 16 5 5 15 5 5 7 5 16 17 3 3 5 15 19 12 18
split_gain=3.24712e-05 0.000122318 0.000163178 0.000323581 0.000357813 8.90478e-05 0.000135763 0.000390465 0.000105795 8.79406e-05 7.70402e-05 0.000103069 5.3184e-05 0.000237677 0.000359161 5.46235e-05 4.95812e-05 0.000169432 3.82739e-05 0.000216606 8.78605e-05 0.000271083 0.000171676 0.000144521 0.000114205 4.07592e-05 3.20739e-05 0.0001233 5.69903e-05 0.000535591
threshold=117.64961624655002 23.928204628200003 188.19076296340003 93.023339771650015 8.8430989333000021 117.60660091645001 13.036600629150001 25.568932055400001 46.683480308100009 24.279163357700003 43.030193406950012 176.09844955530005 117.55283175385001 22.604947139800004 24.041678002600005 22.327062271350005 42.246988155050012 24.218679034200004 22.127107789600004 23.127267687200003 20.911722254300006 22.604947139800004 191.86029796145002 93.023339771650015 92.324340657750014 20.769304081650002 22.151858238250004 12.651020723000002 94.328280857900012 14.613481077900001
decision_type=2 2 2 2 2 2 2 2 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 10 -4 -5 8 -7 -8 9 12 11 -2 16 15 -15 -14 18 -18 20 -20 25 22 -22 24 -24 26 27 -1 29 -28
right_child=1 -3 3 4 -6 6 7 -9 -10 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-3.2028369917669554e-05 -0.0017940523931730707 -0.0012067874584323504 -2.3400767857064185e-06 0.0040754024688318307 0.00036614670574159844 -7.2033689719999541e-07 -0.0034135745197063807 0.00049459390730561376 -0.0014197932160275361 0.0013331177562924002 0.00041391477887672829 0.00018251871480606913 0.00032757384473671298 0.0034378552787500162 -0.00027891464542971223 -0.00052345707706055267 -0.0019727691547708442 0.00059610530582254696 -0.00010854999623102192 0.0021869854854022772 0.0015301918866182018 -0.0025927627963938833 -0.0014705458759325472 -0.0019832467615528444 0.00020495988166150151 0.0009174081119681125 -0.00038458348461243094 -0.0016952189306561863 4.1776944748485355e-06 0.0033161693958521036
leaf_weight=3.5297069307006872 0.55773656868222754 0.5235001819084405 1.5102969091767593 0.53990656172391005 0.50175183808255497 1.5046045355957738 0.52045029166990986 0.50244263754477436 0.5099083315656604 0.51116845467968275 0.86303664545994241 0.50061134994029999 1.5052396906430652 0.5414666673295867 0.500136742624818 1.5115908417211299 0.52553490914309253 0.50200042873620987 2.0105143591487344 0.51669743744564778 0.51420756169013504 0.52567044576608157 0.51045688792016752 0.50883171433088126 2.0035542997638913 0.50857342858599963 1.522331729664294 0.51016330195402559 15.173971476211412 0.52625770063355037
leaf_count=1150 56 186 26 38 10 18 44 7 89 459 9 2 19 73 8 24 76 2 158 31 64 47 72 18 62 31 91 130 985 49
internal_value=2.2982e-07 0.000239501 0.000408756 0.000932821 0.00228871 -3.20877e-05 -0.000605015 -0.00149389 9.92445e-06 3.13928e-05 -0.0002873 -0.00085911 1.14986e-05 0.000350828 0.00165321 -9.88374e-05 -3.53615e-05 -0.00071775 -1.06381e-05 0.00036078 -4.69725e-05 -0.00047388 -0.000158976 -0.000446315 -0.000135243 3.26934e-05 1.1532e-05 -0.00024206 7.10166e-05 0.000566095
internal_weight=41.9923 4.99684 4.47334 2.55196 1.04166 36.9955 2.5275 1.02289 34.468 33.9581 1.92138 1.05835 33.4469 4.05843 1.0416 3.01683 29.3885 1.02754 28.3609 2.52721 25.8337 4.06272 3.53705 3.02284 2.51401 21.771 21.2624 4.03987 17.2226 2.04859
internal_count=4034 327 141 74 48 3707 69 51 3638 3549 67 58 3090 124 81 43 2966 78 2888 189 2699 263 216 152 134 2436 2405 1280 1125 140
is_linear=0
shrinkage=0.1


Tree=944
num_leaves=31
num_cat=0
split_feature=16 0 3 19 13 18 10 17 15 5 10 13 13 3 16 18 14 15 0 18 3 16 12 0 16 6 6 18 6 4
split_gain=3.64929e-05 0.000217571 6.90536e-05 6.49601e-05 4.22898e-05 9.74269e-05 8.73255e-05 0.000123813 5.51942e-05 7.15863e-05 5.07429e-05 8.44592e-05 6.60027e-05 0.000254316 6.59153e-05 0.000301039 5.16225e-05 0.000165851 0.000102802 4.62286e-05 0.000411709 0.00040569 0.000215232 7.4922e-05 4.41017e-05 4.30043e-05 0.000185356 0.000145201 8.90262e-05 4.56725e-05
threshold=22.704946905950003 85.121961326250016 93.846007959550022 14.351157895250003 117.64961624655002 13.3584252364 61.987779113750001 185.45496942040003 46.683480308100009 24.279163357700003 62.009286778800011 117.57433941890001 117.55283175385001 93.394346993650018 22.664946999500003 12.867440043550003 241.71484286130001 38.884669609800007 86.382848189450016 13.975517741000003 92.324340657750014 19.199955102150003 145.97209859650005 96.531777631850005 22.624947093000003 13.78532209185 13.65531905435 15.279937110450001 14.185331438000002 180.93811691895004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -1 9 10 -8 12 14 -14 15 -12 17 19 -18 20 -17 22 23 -21 -20 26 27 -25 -27 -29
right_child=1 -3 3 -5 5 -7 8 -9 -10 -11 11 -13 13 -15 -16 16 18 -19 24 21 -22 -23 -24 25 -26 28 -28 29 -30 -31
leaf_value=0.00012377560680850339 -0.00049677976192077889 0.0020091265563240437 -2.4110410799070174e-05 -0.0016211987242744864 0.0011526839525655536 -1.9586954130581151e-06 0.00043764790596974242 -0.0014401218028297037 -0.0010242869929744716 0.0012021191042519037 0.035253416019695595 -0.0013123347674317007 0.0023507153715685981 -0.00080114088205454528 -0.0011646242767519002 0.0028962806909776252 -0.0015743473411452 0.0018336970276233802 -5.2791044848932419e-05 -0.0012027213635147824 -2.507113428290021e-05 -0.0027325354379944024 0.0020346565931490565 -0.0016655359297642587 -0.00074831752629297803 -0.00061266547150279859 0.0014351115432480516 0.001032967080358947 0.00016656156579480811 -7.2422572571738242e-06
leaf_weight=1.0013805207913855 0.87699794022898803 0.57274845969232047 0.50455003761739692 0.51424852912624275 1.0292708715569454 2.5198564630118199 2.522744127818437 1.0237954761347507 0.50907155538511872 0.50866551616301947 0.0024199653954600766 0.50437431018053658 0.51420413470623205 0.50981573867150587 0.50783712292650207 0.54003065674185258 0.51254452942885009 0.52690015910138654 9.0818469588675406 0.52877396871134408 4.5218804469155884 0.54775412162507642 0.52306591133699676 0.50420675620822608 1.0133727940265096 2.5124944900862829 1.021842327490958 0.50754475201053173 3.5207602130867599 2.5072018930232689
leaf_count=6 107 51 647 129 25 41 35 34 52 35 19 12 30 24 26 151 19 35 1508 235 117 98 91 50 31 33 23 54 36 280
internal_value=2.44409e-07 0.000493224 -1.73839e-05 -0.000830256 3.56946e-06 0.000332895 -2.89208e-05 -0.000666828 9.13223e-06 2.48643e-05 6.68027e-06 -2.90731e-05 -7.42944e-06 0.000781541 -3.54041e-05 -1.51924e-05 -1.82008e-05 8.60426e-05 -0.000192754 3.26159e-05 0.000286594 -7.29904e-05 5.23142e-05 -4.10761e-05 -0.000122609 1.7014e-05 0.000249472 -9.48166e-05 -0.000157941 0.000167881
internal_weight=41.9922 1.44975 40.5425 1.0188 39.5237 3.54913 35.9745 2.02518 33.9494 33.4403 32.9316 30.4089 29.9045 1.02402 28.8805 28.3726 28.3702 17.7625 10.6078 17.2356 5.06191 12.1736 11.6259 11.1028 10.0952 10.5741 4.5408 3.51895 6.03325 3.01475
internal_count=4034 158 3876 776 3100 66 3034 40 2994 2942 2907 2872 2860 54 2806 2780 2761 1203 1558 1168 268 900 802 711 1539 476 407 384 69 334
is_linear=0
shrinkage=0.1


Tree=945
num_leaves=31
num_cat=0
split_feature=2 3 6 4 3 18 12 15 4 19 7 9 16 8 6 5 9 7 7 5 13 16 7 9 18 8 16 9 17 6
split_gain=3.48406e-05 3.24043e-05 0.000154642 0.000129672 0.000123104 0.000192047 0.000103657 7.52116e-05 0.000262855 0.00022538 9.97457e-05 0.000186709 0.000260658 0.000114629 8.10476e-05 0.000211407 0.000126469 0.000624967 0.00067944 5.67839e-05 5.4702e-05 5.33146e-05 0.000174465 0.000149388 3.83355e-05 0.000129393 3.73654e-05 7.66883e-05 3.4936e-05 0.000326926
threshold=32.468269602050007 93.281431752200021 16.405383309150004 137.02556730370003 93.458869988800004 12.920478434700001 110.12280952625001 37.870720399650004 244.52697497700004 14.551174033150001 23.109894804950002 200.84017322135003 22.564947233300003 8.4434108459500017 16.525386113000007 20.305669781650003 185.44496129890004 22.545611589100002 22.977992916200005 23.545618314050007 117.51519334005 22.664946999500003 22.907491544400003 189.46063690070002 13.3584252364 8.543332867800002 22.644947046300004 186.16747084260001 201.71342726775001 14.515339148550002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 -2 5 -4 -6 14 -9 10 -10 12 -12 -13 16 -16 17 -5 -19 -15 -8 22 -22 -23 -24 -26 27 -18 -29 -30
right_child=1 2 4 7 6 -7 20 8 9 -11 11 13 -14 19 15 -17 26 18 -20 -21 21 23 24 -25 25 -27 -28 28 29 -31
leaf_value=-0.016518224431610138 -0.024758848423613339 -0.0018313293208139421 0.00031118290409724457 -0.029818772498782089 0.001429127462503263 -0.002411372760229544 0.00097864441949589687 0.0025044621696849213 -0.0013667476620136366 0.0021576835728577171 -0.00031719397594700611 -0.0016148099425803487 0.0028716590889280862 0.00030870919766088907 0.00055870740079266748 -0.0023102028265163284 -0.022634041870128355 0.098580562296161287 -0.0039843095132037001 -0.00061034770089392625 -0.0019878175510641368 -0.00020541016813733018 8.7743634155555992e-05 0.0017141453971919662 -0.0018041240842079625 0.00015456541940399077 0.00085775682063438249 6.5312682561340213e-05 1.4844429661844625e-05 -0.0025819277695268037
leaf_weight=0.0012768286614946991 0.0021064227257693293 0.52053558542703271 0.50156908523058408 0.0017045210183199971 0.51750057896817914 0.53593963820458157 0.50699102339202085 0.52637907474854895 0.50680640600330651 0.51611367137047626 0.5054396744449432 0.51289174695919193 0.52009509920389974 2.0144784907680142 0.50775710247974248 0.51979896990292218 0.0014977815030218214 0.0013145410924553132 0.0012697669537197033 1.0089776310305749 0.52130507599140674 1.3697086147458319 4.0108139777258218 0.57588878838788549 0.50775629085265439 1.0045013612182669 0.51032484885581553 17.700812706905456 5.5287176982562221 0.53142225620024408
leaf_count=15 8 217 5 191 172 45 326 36 13 29 20 97 20 46 24 35 9 37 707 24 138 30 34 106 34 31 20 1042 398 125
internal_value=2.4661e-07 7.48897e-07 -0.000150686 5.17086e-05 -6.36549e-05 -0.00109519 5.50685e-05 5.33721e-05 0.000368224 0.000166879 -3.58327e-05 0.000112026 0.00130002 -0.000232489 -2.26659e-05 -0.000892558 1.41533e-05 0.0171847 0.0481866 2.00461e-06 -2.86174e-05 -9.25316e-05 -0.000239087 0.00036277 -7.40296e-05 -0.000503085 1.11194e-05 -7.0631e-06 -5.6368e-06 -0.00021287
internal_weight=41.9917 41.9904 10.5725 31.4179 10.052 1.03751 9.01447 31.4158 6.11118 5.5848 5.06869 4.56188 1.02553 3.53635 25.3046 1.02756 24.2771 0.00428883 0.00258431 3.02346 8.49697 7.98997 6.04438 1.9456 5.52307 1.51226 24.2728 23.7625 23.761 6.06014
internal_count=4034 4019 1138 2881 921 50 871 2873 285 249 220 207 40 167 2588 59 2529 935 744 70 699 373 237 136 99 65 1594 1574 1565 523
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=8 7 4 18 17 0 9 9 0 19 10 9 18 7 17 18 10 16 18 7 16 3 10 10 8 10 7 2 18 13
split_gain=3.39118e-05 3.87452e-05 0.000104026 8.7657e-05 0.000111186 0.000100237 0.000175865 7.50822e-05 7.85832e-05 7.25783e-05 0.000116025 0.000386751 0.000147675 9.98689e-05 0.000150019 7.10087e-05 6.65394e-05 5.72796e-05 0.000300843 0.000316242 5.46907e-05 9.09722e-05 8.55135e-05 8.01135e-05 6.97194e-05 4.35729e-05 4.22461e-05 0.000135856 5.00546e-05 0.000338936
threshold=8.8430989333000021 22.516377366000004 137.02556730370003 13.043896815850003 184.67080164680002 85.861287312150012 198.96357396150003 186.68586460755003 85.963448721100022 14.451165964200003 62.057679025150001 197.02865361825005 13.659439901750002 22.996658327800002 186.81084395895002 13.303774303900001 61.923256118600001 22.534947303500005 13.712081531300003 23.032902590750002 22.624947093000003 93.023339771650015 62.020040611300011 62.052302108850007 8.543332867800002 62.213609596700003 23.699538637550003 60.327272492300004 14.382403557200002 109.34496908160001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 -4 6 -5 -1 -9 13 11 -11 15 14 -7 -12 -15 18 19 -18 22 23 -19 -22 25 -24 -20 -28 -29 -30
right_child=-2 2 3 5 -6 9 -8 8 -10 10 12 -13 -14 16 -16 -17 17 20 26 -21 21 -23 24 -25 -26 -27 27 28 29 -31
leaf_value=0.00010956711384478015 -0.00078965482052557759 -0.027519405244625258 5.9841515885043843e-05 -0.0022900001224542359 0.0014127259252894524 0.00023267779691636955 -2.6788999230757234e-05 -0.0018288064692183635 -0.00010254509448362631 0.0032900424188011795 0.00015775248735672831 0.00015047322641051396 0.0014341491979252814 0.0011357777974681967 -0.0021928712710546161 -0.001027401646088765 -3.9659534935918601e-05 -0.0012178390222082299 0.00087505901471480205 0.0034774557385290703 0.00030509233374617834 0.00069857173152502831 -0.00076655971029910945 -0.00095364340313022127 0.00036043444910757006 -0.00010753240961699626 -0.0016439901619316665 -0.00035023432080960636 -1.6394389921603771e-06 0.0025636943732122879
leaf_weight=1.3799949235619016 0.53654145492394789 0.0013701087154974747 1.5060813219278961 0.52010908907219988 1.018144319576362 0.50261741056766862 1.0102440554628618 0.55612526839168908 0.5015111028078536 0.52909557260681994 1.004757572431118 1.5183184834949655 0.53181771370793729 0.51452753135528695 0.51756568238042866 1.0175127877409975 0.49986730515957734 1.0171417197270765 0.52984753850761634 0.52326879398727144 1.0083000416816505 1.5156425377954295 2.0103395010773966 1.0142551428143631 1.5050191568452644 2.0026806793830474 0.50710709421365052 3.0300629373853125 13.125046643913819 0.53606271663173366
leaf_count=843 201 3 26 87 28 25 62 37 14 33 31 57 73 15 78 24 2 19 122 87 22 22 31 28 22 25 46 167 1693 111
internal_value=2.61544e-07 1.04854e-05 3.46501e-05 3.56177e-05 0.000605526 -3.80488e-06 -0.000795969 -0.000376296 -0.00101025 3.08708e-05 0.000400962 0.000961805 -4.86222e-05 -2.52232e-05 -0.000997867 -0.000438562 8.59765e-06 -1.15228e-05 9.17986e-05 0.00175912 -0.000203852 0.000112818 -0.0003753 -0.000326129 -0.000219994 -0.000437675 -4.42686e-06 -3.15222e-05 1.74674e-05 9.90244e-05
internal_weight=41.991 41.4544 39.0168 39.0154 2.52423 36.4912 1.53035 2.43763 1.05764 34.9609 4.6015 2.04741 2.55409 30.3594 1.02018 2.02227 29.3392 28.8246 18.7513 1.02314 10.0734 3.5382 6.53518 2.02256 5.51804 4.01302 17.7281 17.1983 16.6912 13.6611
internal_count=4034 3833 2939 2936 54 2882 149 894 51 2733 218 90 128 2515 103 55 2412 2397 2228 89 169 72 97 50 78 56 2139 2017 1971 1804
is_linear=0
shrinkage=0.1


Tree=947
num_leaves=31
num_cat=0
split_feature=15 18 13 9 4 7 15 3 2 4 0 15 5 10 15 7 4 0 5 2 7 7 13 12 15 17 16 2 17 17
split_gain=4.4285e-05 0.000170092 7.01989e-05 0.000209984 4.44528e-05 0.000392514 0.000657332 0.000587836 0.000189626 0.000167938 0.00013642 9.63169e-05 8.72542e-05 0.00146535 0.000157478 4.12467e-05 3.92435e-05 0.000142513 0.000271066 0.00011134 0.000507467 0.00113714 7.84714e-05 0.000170382 6.9963e-05 0.000324782 6.61341e-05 4.77127e-05 4.3715e-05 8.7509e-05
threshold=45.169600924000008 13.3584252364 98.050756475600011 209.21153814325001 277.43684800215004 20.861906850000004 35.098844929350008 103.00289635185001 186.79363985910004 284.07887079910006 86.20003303655001 43.890399822900008 23.455765688150006 61.622148808000013 41.800301886400014 23.051546669900002 256.08338064055005 86.643628628100018 19.925387549600003 153.79443764425002 21.725272673150005 22.181995028450004 117.57433941890001 192.90305237590005 38.884669609800007 188.19076296340003 22.674946976100003 151.26092141510003 203.30705351230003 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=2 15 3 -1 5 6 7 -4 12 -6 -11 -12 13 -7 16 -2 19 -18 -19 20 -15 -22 23 -21 26 -26 27 28 -23 -30
right_child=1 -3 4 -5 9 8 -8 -9 -10 10 11 -13 -14 14 -16 -17 17 18 -20 22 21 24 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.046041362200264939 -0.00083015623758046851 -0.0019969461079720869 0.046755764466148979 0.011504055085622616 0.0020303414049126214 -0.079201615079898147 0.080958120950465659 -0.043561164187152529 -0.0019227842491282077 -0.0014098718681448176 0.00010035201674960675 0.0016069304556752891 -0.00096344207895173296 -0.061151489974064381 0.0017686662045384674 0.00017901199665587553 -0.00083309055177795621 9.91522374755647e-05 0.0019209417596212496 -0.0026284436514128627 0.04190290889476634 8.4899577521988133e-05 -0.00011555830033653137 -4.2749488299164524e-05 -0.00034741747315612868 0.0026914635546326556 -0.0011496703318510423 -0.00096231210495452001 -0.0015139489677942913 -9.4715127754135142e-05
leaf_weight=0.0012395073007628312 0.50722455201979988 0.52900613458424262 0.0014239076699736888 0.001298292147704716 0.51506927891876397 0.0023332492682887054 0.0016009665991987276 0.0014590775510816556 0.51082220505642695 0.51320037312185762 2.5341426903435704 0.50969378221952855 0.88225162180622518 0.0013557059018144404 0.52452564290706405 2.0097237780865171 1.0084670634734223 4.0227903440758883 1.0247900962800995 0.51977055330135546 0.0064844561457658703 18.733610082156254 1.0049658408679532 0.49997779459226876 1.0566802502617054 0.52714108752479649 0.50946664755610882 0.5014273172346283 0.50741315013465227 3.0215627321416605
leaf_count=1013 73 125 100 173 36 20 9 351 17 134 476 18 70 93 41 24 16 96 36 43 38 782 10 3 30 39 22 11 24 111
internal_value=2.61749e-07 -0.000366948 2.89819e-05 -0.0166022 3.00657e-05 -6.44493e-06 0.0295784 0.00104641 -1.02497e-05 0.000342714 9.83408e-05 0.00035263 1.81876e-05 4.40607e-05 4.9585e-05 -2.43592e-05 2.22158e-05 0.000252192 0.000469023 -2.95786e-05 2.84868e-05 3.18226e-05 -0.00074267 -0.00136069 2.08998e-05 0.000664009 -2.28654e-05 2.35287e-06 2.40803e-05 -0.000298779
internal_weight=41.9909 3.04595 38.945 0.0025378 38.9424 34.8703 0.00448395 0.00288299 34.8658 4.07211 3.55704 3.04384 34.355 33.4728 33.4704 2.51695 32.9459 6.05605 5.04758 26.8899 24.8651 24.8638 2.02471 1.01975 24.8573 1.58382 23.2735 22.764 22.2626 3.52898
internal_count=4034 222 3812 1186 2626 1962 460 451 1502 664 628 494 1485 1415 1395 97 1354 148 132 1206 1150 1057 56 46 1019 69 950 928 917 135
is_linear=0
shrinkage=0.1


Tree=948
num_leaves=31
num_cat=0
split_feature=16 8 3 6 12 15 7 9 5 19 18 18 3 18 18 6 17 9 6 7 15 6 2 6 6 5 15 5 6 6
split_gain=4.04208e-05 0.000168062 6.01137e-05 0.000149519 9.94482e-05 0.000565166 0.000108632 0.000134838 0.00010109 9.38052e-05 9.19224e-05 0.000395921 0.000149825 0.000379803 7.86219e-05 7.39516e-05 7.34243e-05 7.1449e-05 0.000210506 4.09354e-05 4.03342e-05 3.90585e-05 0.000164839 4.12366e-05 0.000194737 0.00012373 9.49489e-05 0.000129843 7.86999e-05 0.000136518
threshold=22.704946905950003 8.543332867800002 93.281431752200021 16.405383309150004 132.72446965985003 41.29990759910001 23.051546669900002 184.85936449530001 23.626838821450004 14.451165964200003 13.4793103924 13.531614672700002 92.598563387050021 12.971888692100002 13.327513832500001 16.565387047600002 190.11254901275001 193.67618212375001 16.465384711100004 22.649177329550003 34.139075990150012 16.525386113000007 41.467794892200004 16.235379337050002 16.375382608200002 20.849573174100005 36.742238227650013 21.042547594650003 15.075352233200002 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 -4 9 -6 7 -7 -8 19 12 -12 13 -1 16 21 -14 -10 -19 20 -5 22 -13 25 -25 28 27 -26 29 -24
right_child=1 -3 3 4 5 6 8 -9 17 -11 11 15 14 -15 -16 -17 -18 18 -20 -21 -22 -23 23 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00047341523205121422 0.0013840924673775663 -0.00082165238316382725 -0.0018908975405197014 0.00020529410891130095 -0.0035195789825944023 0.00016635671034991983 0.00080628247509717792 -0.0021399327118746501 0.0002107182243920106 0.0015412847463113894 -0.0027800288486642837 0.038281117884503613 1.5454273908022436e-06 0.0033697929797164268 -0.00031225005002690349 0.0012025899526593279 0.0009863201478953964 0.00056996514318829626 -0.0023073212096990058 0.00039353981448817844 -0.0010604717527765762 -0.00061419897244324349 -1.6808102135806061e-05 0.0021008530056928244 -0.0019123217118082311 -0.0015713821836486994 0.00033416494720127468 0.00035544248859538049 -0.0012126538176002503 0.0015744204643804646
leaf_weight=0.5016931113224703 0.88093888870389381 0.56824638324704324 0.51996755970315867 0.50164083715371954 0.52454234204520744 0.50283170048169246 1.5172724992153233 0.51125720425855459 1.5057839414700995 0.51823141558634223 0.51525797912353155 0.0011260676838088504 1.513189688062994 0.52751661427145469 2.0114270277917967 0.5182564932075725 1.5153004297098958 0.50661217547220061 0.51049174476856507 1.5072060231614157 0.50536696514245705 1.0075552187957431 17.143710237018155 0.52521924022585054 0.50821476339172 0.51691104568306556 3.02396787473117 0.50173977409212966 0.52195917980770801 0.55667595485880284
leaf_count=25 47 111 216 242 283 13 19 63 17 52 16 4 16 103 20 42 29 23 42 15 21 14 2027 69 44 183 37 54 71 116
internal_value=2.52045e-07 0.000519188 -1.8298e-05 -0.000244142 -0.000144706 -0.000395255 -7.10051e-05 -0.000996369 0.000161263 0.000316228 4.73576e-05 -3.63632e-05 0.000396919 0.0014964 0.000172392 2.05825e-05 0.000494276 -0.000226653 -0.000874165 6.37186e-05 -0.000429931 -4.61932e-06 2.17411e-05 1.98919e-05 0.000289612 -4.57292e-05 5.37872e-05 -0.000785709 -2.45122e-06 3.32359e-05
internal_weight=41.9901 1.44919 40.5409 9.1312 8.61124 5.57879 5.05425 1.01409 4.04016 3.03245 31.4097 25.3406 6.06913 1.02921 5.03992 24.8253 3.02849 2.52289 1.0171 2.51421 1.00701 24.3071 23.2995 23.2984 4.55914 18.7393 4.03392 1.00995 18.2223 17.7004
internal_count=4034 158 3876 1006 790 460 177 76 101 330 2870 2677 193 128 65 2661 45 82 65 278 263 2619 2605 2601 204 2397 135 98 2214 2143
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=16 0 3 19 19 13 13 2 15 6 16 17 14 16 7 18 17 0 2 13 16 10 14 2 15 19 15 17 8 9
split_gain=3.2745e-05 0.000196672 6.81365e-05 7.06173e-05 4.57748e-05 3.89788e-05 0.000113878 3.20231e-05 0.000124632 0.000116146 9.20503e-05 0.00029041 7.26935e-05 7.01867e-05 7.07663e-05 6.59327e-05 7.49575e-05 0.00384131 0.00314739 7.74202e-05 5.20429e-05 4.59761e-05 4.31144e-05 6.87673e-05 3.38271e-05 7.1413e-05 2.88649e-05 2.78278e-05 0.000206673 7.55046e-05
threshold=22.704946905950003 85.121961326250016 93.846007959550022 14.351157895250003 14.651182102100002 117.72489307420001 117.69263157665002 165.44420596670003 38.884669609800007 16.535386346650004 22.614947116400003 195.16372169425003 257.46508844615005 22.624947093000003 23.445318439400001 13.24088655595 200.93854407600003 89.415428960600011 231.65109648115003 117.55283175385001 22.664946999500003 62.095317438950012 252.54578433325003 151.26092141510003 38.213426205600008 14.251149826300002 40.800303470200006 203.30705351230003 8.1436447804000007 199.17419511990002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 6 7 8 20 12 11 -10 -9 15 -15 -14 19 18 -18 21 22 -17 23 27 -16 -26 -23 29 -29 -1
right_child=1 -3 3 -5 -6 -7 -8 9 10 -11 -12 -13 13 14 24 16 17 -19 -20 -21 -22 26 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00019037944602261605 -0.00047388341685408828 0.0019093663320619266 1.6426398047601954e-05 -0.0016487845288830202 0.00066554865583873626 -0.00088750536358026477 0.0014782186327672473 -0.0012139584660657238 0.003122640854825979 -0.00097118261539586546 0.00012224565449508272 -0.00024530630453172811 -0.00093866767909155644 0.000872253864730881 0.00027334223986047337 -0.00097680665027461322 -0.10016183856134871 0.00018970384535354278 -0.0036373142007480016 0.0012073233163651166 -0.0010228975491320227 -6.4755682764609958e-05 0.00090410129871811506 -0.0011627795950221338 0.00041138187493153103 -0.0012681006629354347 0.00074207640925409539 6.8760427835404541e-05 -0.0020940501681192235 0.00023495428065379383
leaf_weight=7.0996674694280975 0.87674253493659537 0.5722752326846603 0.5046468261794006 0.51410829885886655 1.020095350624614 0.5031881210161363 0.51302817303803649 0.50482038124959672 0.51951158702377076 1.514969500471351 1.0243959466315571 0.50479754893638074 1.0106732229159128 1.5191629043692954 2.0052304674318298 0.50322046358724026 0.0070308019451770232 0.51391897618560922 0.0065023028099062685 0.52488754004033911 0.508155209798132 3.5122816706197599 0.51592798843135312 0.51478866781228916 0.50198865628044564 0.51080142723094468 0.50747369908979623 3.0112400784597848 0.51779342883538948 10.126789697782536
leaf_count=612 107 51 647 129 38 7 14 12 33 30 28 7 33 29 23 10 41 523 26 22 14 609 180 35 12 42 27 117 64 512
internal_value=2.57547e-07 0.000467357 -1.64375e-05 -0.000823912 4.3765e-06 -1.31409e-05 -1.56245e-06 -2.18145e-05 4.6099e-05 -0.000147602 0.000792523 0.00146286 -4.03009e-05 1.2965e-05 0.000315608 -0.00019553 -6.08168e-05 -0.00119514 -0.0537843 5.77084e-05 -2.24924e-05 -7.57035e-05 8.41632e-07 -2.10677e-05 3.54125e-05 -0.000435666 3.71028e-05 7.24968e-06 -0.000248575 5.96583e-05
internal_weight=41.9901 1.44902 40.5411 1.01876 39.5223 38.5022 37.9991 37.486 24.3431 13.143 2.04871 1.02431 11.628 11.1232 4.53718 6.58599 5.57532 0.527452 0.0135331 5.04786 22.2944 4.52298 21.7862 21.2703 3.01802 1.01279 4.01976 20.7555 3.52903 17.2265
internal_count=4034 158 3876 776 3100 3062 3055 3041 1602 1439 68 40 1409 1397 106 1291 1258 590 67 668 1534 646 1520 1340 77 54 636 1305 181 1124
is_linear=0
shrinkage=0.1


Tree=950
num_leaves=31
num_cat=0
split_feature=8 8 19 5 4 14 3 6 13 15 18 5 7 2 5 17 0 18 19 8 19 18 16 4 12 17 5 7 13 9
split_gain=4.44563e-05 4.99778e-05 9.91436e-05 0.000179935 8.38219e-05 7.53031e-05 5.06425e-05 0.000128045 0.000103936 0.00017809 0.000161339 7.98514e-05 0.00030104 7.78667e-05 0.000483642 0.000119321 0.000125305 9.00256e-05 0.000137229 7.19701e-05 5.48474e-05 3.41202e-05 3.1049e-05 4.47151e-05 0.000174844 0.000323935 6.70945e-05 5.78835e-05 0.000323054 0.00738544
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 23.545618314050007 137.02556730370003 143.06733454090002 93.281431752200021 16.405383309150004 117.55283175385001 42.246988155050012 13.455547561900003 22.127107789600004 23.127267687200003 106.79778736115001 22.692834890150003 192.94032447935004 85.925810307250018 12.949585557300002 14.351157895250003 8.4434108459500017 14.451165964200003 13.036600629150001 22.644947046300004 227.97173202615002 145.97209859650005 198.10578792550004 20.374719724350005 25.350214218950004 117.06622083225001 201.14010537530001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 8 -8 9 11 -10 22 -13 17 -15 16 19 -9 -19 21 -12 -16 23 24 26 -26 -7 28 29 -25
right_child=-2 2 3 -5 5 6 7 13 10 -11 20 12 -14 14 15 -17 -18 18 -20 -21 -22 -23 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.020607770520194808 -0.00090476668243211341 -7.3769339890162081e-05 0.0025039578064802387 -0.00014902969708578608 -0.026177099631126105 -5.1340229073005478e-05 -0.0017461161956410156 -8.6973447842899642e-05 0.0015966504468629531 -0.0018640501363516465 -0.00027796180771566032 -0.00029880247617979062 0.0026773954988607131 -0.0032731552043997721 0.0009438060443433924 0.0013625798104856778 -0.0016905891724911743 -0.00017411684912542287 0.0021488399219735852 -0.0010915945970953313 0.00057271412613530792 2.8016642421208526e-05 -0.00080295676756214933 -0.00012564400381158633 0.0030985767767693867 -0.00044614584551697155 0.0011142981216898348 0.00010485810637799779 -0.0001430061621339925 -0.055574471299805597
leaf_weight=0.0019705836393900658 0.5359441855723891 1.503938066249247 0.52106494038162032 0.50189440089970105 0.0011003398103984754 12.156163375489001 0.52070290742557901 2.9100920140692632 1.0316341615689442 0.51750730252345789 1.5105677823448787 0.99858197852305408 0.51520768011103346 0.52292140009077837 0.51023794023640601 0.52626384157184247 0.5165727229505136 0.50067667198907606 0.51682064377018833 0.50765519797679326 1.5211801722152813 2.0075647231152303 0.51495883878123905 0.51324061335441395 0.52261415628481767 0.50879611204072717 0.51471828873926817 4.0257859862478345 5.0069682559228568 0.025200492153501841
leaf_count=22 201 16 28 21 5 822 217 104 37 68 29 38 26 39 305 70 25 12 52 28 46 106 27 394 44 18 79 1020 62 73
internal_value=1.6865e-07 1.18686e-05 0.000442829 0.00120232 -1.61075e-05 -1.71517e-05 -1.64121e-05 -0.000223807 4.63238e-05 -2.76603e-05 0.000516437 9.89944e-06 0.000714126 -0.000130757 -0.000410388 -4.24204e-05 -0.000251171 0.000196122 0.00100579 -5.40176e-06 0.000148865 0.000213603 -3.49143e-05 -1.79203e-05 9.79261e-05 0.00134996 -3.98951e-06 -0.000183768 -0.000393301 -0.0027208
internal_weight=41.9885 41.4526 2.5269 1.02296 38.9257 38.9237 38.9226 9.03951 29.8831 25.8197 4.06338 25.3022 1.51379 8.51881 4.59122 4.06829 3.54203 3.92759 1.0175 3.02546 3.03175 2.5178 23.7884 23.2735 13.7023 1.03141 12.6709 9.5712 5.54541 0.538441
internal_count=4034 3833 65 49 3768 3746 3741 958 2783 2671 112 2603 64 741 573 534 464 168 64 439 75 411 2539 2512 963 62 901 1549 529 467
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=8 8 19 3 4 14 3 6 13 15 2 6 18 7 17 5 3 5 18 2 8 16 7 16 9 9 17 17 18 12
split_gain=3.59858e-05 4.05075e-05 8.04054e-05 0.000180476 6.82025e-05 6.14395e-05 4.09825e-05 0.000103572 8.42491e-05 0.00014405 0.000137104 0.000654049 7.84105e-05 0.000297082 0.000139245 7.32757e-05 7.16642e-05 0.000112544 5.23951e-05 0.000182711 0.000209175 6.55381e-05 4.66424e-05 6.82648e-05 4.35551e-05 3.8445e-05 4.55271e-05 3.00781e-05 2.73877e-05 0.000230443
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 93.765354215650021 137.02556730370003 143.06733454090002 93.281431752200021 16.405383309150004 117.55283175385001 42.246988155050012 167.50942450365002 16.505385645700006 13.131682570750003 23.203497038450006 188.19076296340003 22.692834890150003 93.14163192940002 22.246947245750004 13.531614672700002 131.42729508740004 8.2435668022500028 22.644947046300004 22.516377366000004 22.744946812400002 191.29995577870002 197.63955579655001 189.19102531915004 184.37225457675004 14.738651916450001 94.328280857900012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 -1 -6 8 -8 9 16 -10 -12 14 -14 22 -15 17 18 19 24 -21 28 23 -9 -7 -17 -27 -24 -20 -30
right_child=-2 2 3 -5 5 6 7 12 10 -11 11 -13 13 15 -16 25 -18 -19 21 20 -22 -23 27 -25 -26 26 -28 -29 29 -31
leaf_value=0.018626597583976022 -0.00081381542750612801 -6.639213375148135e-05 0.0023969868642791502 -0.00026074906279520513 -0.023722026063039428 -0.00034850114103981798 -0.0015696935797701067 -0.0013734317908501521 9.0462022063536554e-06 -0.001675558156921371 0.0040239090920930502 -0.00029354315605125065 -0.0026220743384678651 -0.00082359621621818789 0.001711539168742873 0.00050600831998052348 0.0011824796236658218 0.0014561748280135583 -0.00012498528452239846 -7.0328517659981742e-05 -0.0029383023557980111 0.0011339891742071435 -8.2641300036017567e-05 -2.4179010304421721e-05 0.00058244898724725612 0.00038672022369718823 -0.00095382064511225796 0.00069008528125933158 0.0021396542326468349 -1.2304594698633657e-05
leaf_weight=0.0019626105747211344 0.53624213226538486 1.5040120402991299 0.51681747269321909 0.50532424230647166 0.0010931969227020435 1.0043468963801578 0.52127024020972967 0.51125711586316214 2.5138076746297875 0.51811401902922938 0.53745953005102354 1.0107201542123219 0.53882177205333182 1.0041346354410055 0.51920169949317241 1.5107691079369945 0.50979284194628149 0.50910569626290225 11.123880972402986 0.50061306577267684 0.51687799044884741 0.50578724157094157 1.0037963427921783 1.4068010957562362 1.0058866283579844 0.50177301664371021 0.51169941413441222 1.0111513394963547 0.52641040567666841 9.0976708151403063
leaf_count=22 201 16 26 23 5 39 217 395 33 68 67 12 165 9 50 21 12 52 642 26 17 19 18 14 28 3 43 23 108 1660
internal_value=1.27723e-07 1.06577e-05 0.000398704 0.00108306 -1.45262e-05 -1.54662e-05 -1.48003e-05 -0.000201352 4.16431e-05 -2.49598e-05 0.000464979 0.00120529 -0.000117629 -0.00043504 0.000172334 -0.000101056 8.842e-06 -1.52927e-05 -4.61447e-05 -0.00043534 -0.00152724 9.29854e-06 -3.08584e-05 -0.000383821 0.00011733 0.000186368 -0.000290115 0.000305132 -1.81188e-05 0.000105402
internal_weight=41.9866 41.4504 2.52615 1.02214 38.9242 38.9222 38.9211 9.04068 29.8805 25.8185 4.06199 1.54818 8.51941 4.0672 4.45221 3.52838 25.3004 24.7906 24.2815 3.02772 1.01749 21.2537 3.93301 1.91806 2.01023 2.52424 1.01347 2.01495 20.748 9.62408
internal_count=4034 3833 65 49 3768 3746 3741 958 2783 2671 112 79 741 241 500 76 2603 2591 2539 110 43 2429 450 409 67 67 46 41 2410 1768
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=15 18 13 9 15 5 10 15 19 18 17 7 18 0 17 13 9 18 7 0 7 15 16 18 7 6 5 18 19 13
split_gain=5.12884e-05 0.000239023 5.77846e-05 0.000174093 4.87713e-05 0.000255226 0.000109438 8.86424e-05 5.76405e-05 4.23262e-05 0.000331495 0.000526277 0.0001154 9.44143e-05 0.000217694 8.78758e-05 7.65139e-05 5.75415e-05 0.00280134 0.00186615 0.000209357 0.000328548 9.54764e-05 5.25683e-05 4.52923e-05 3.95445e-05 2.71726e-05 3.62187e-05 0.000181347 0.000172202
threshold=45.169600924000008 13.3584252364 98.050756475600011 209.21153814325001 42.713473568600008 23.545618314050007 61.923256118600001 41.800301886400014 14.651182102100002 13.276755824150003 188.19076296340003 23.203497038450006 13.065205089100003 86.329079026800017 191.58460912770002 117.64961624655002 205.67007911670001 13.342238590850002 22.870118039000001 89.813320763900023 23.445318439400001 40.800303470200006 22.654947022900004 13.531614672700002 22.589037079550003 16.525386113000007 21.566902724800006 14.005298574600001 14.251149826300002 109.46594969745001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -6 -7 8 9 10 12 -12 15 14 -11 24 -17 -15 19 -19 21 -20 23 -22 -4 26 27 -25 29 -29
right_child=1 -3 4 -5 5 6 -8 -9 -10 13 11 -13 -14 17 -16 16 -18 18 20 -21 22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.042344751275527157 1.0541309003357366e-05 -0.0023301358580394794 2.5151462617279557e-05 0.010344242813540811 0.0024265210543083162 0.00088186795581474565 -0.00052581663649356491 -0.0012778904089372047 0.0010685328304792731 3.8377526919242209e-05 0.0039984463794733322 0.00014936987600760836 -0.0015682143853507963 -0.00060769497749421988 -0.0024967829329464218 -0.0016122594887868717 9.1303381262665038e-05 -0.100166726691808 0.0031485954211373534 0.034837033481774762 -0.0010521182431273033 -0.00041162226265563915 0.00133098983775784 0.00026889967706853949 0.00079831558880229941 -0.00063437789802088822 -0.00040388730353748537 -4.3866718276448752e-05 -0.0018913893570798941 0.0017612317568826642
leaf_weight=0.0012144654037639082 2.5174700666108745 0.52772385055630744 3.0104339156196405 0.0012966535366252252 0.5230151342345758 0.86895942354840405 1.515420765458998 0.53456832000654131 0.51614818538587215 1.0003052003335602 0.5503416855681279 1.0019267231691626 0.51228909616663276 1.5063350293567079 0.5121289429586956 0.55616292445619009 0.50127687634400786 0.0044885469636194433 0.53855945135683814 0.0013264812494577782 0.50739642773989047 0.49971962028939743 0.51512579072004783 5.0200670350041081 1.0124988914594721 1.0108447291037794 1.5090489618897951 14.149443082325257 0.51175456743823033 0.54899562180617145
leaf_count=1013 97 125 474 173 62 21 35 52 49 34 115 6 94 21 45 131 17 24 152 73 8 4 35 49 22 21 45 867 66 104
internal_value=1.40466e-07 -0.000395092 3.10476e-05 -0.015138 3.20259e-05 0.000426011 -1.28025e-05 2.34812e-07 1.9483e-05 4.00392e-06 0.00022112 0.00151402 -0.00013773 -5.17264e-05 -0.000820059 6.51523e-06 -0.000804689 -7.58062e-06 2.88453e-05 -0.0693707 4.51107e-05 0.00143508 -1.55965e-05 -4.54217e-05 0.000219743 -2.29694e-05 5.46018e-06 3.59949e-05 -4.08744e-05 2.35548e-05
internal_weight=41.9863 3.04519 38.9411 0.00251112 38.9386 2.9074 2.38438 36.0312 35.4966 34.9805 7.14493 1.55227 5.59266 27.8355 1.51243 5.08037 1.05744 26.3231 24.8168 0.00581503 24.811 1.03828 23.7727 23.2576 4.02293 22.7502 21.7393 20.2303 15.2102 14.6984
internal_count=4034 222 3812 1186 2626 118 56 2508 2456 2407 859 121 738 1548 79 644 148 1469 1448 97 1351 156 1195 1160 496 1152 1131 1086 1037 971
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=15 18 18 5 17 16 6 18 16 6 19 13 15 17 15 5 3 2 7 8 7 0 16 3 5 5 16 17 5 0
split_gain=4.15221e-05 0.000193257 0.000104698 0.000597104 0.000514452 6.27371e-05 4.74116e-05 0.00169221 0.00352043 0.00163755 0.00117525 6.02993e-05 0.000129176 0.000104859 0.000395958 0.000491723 0.000128599 0.000143868 0.000136949 0.000223459 6.47704e-05 4.6268e-05 0.000169761 7.0072e-05 7.69534e-05 5.35494e-05 0.000409675 6.48793e-05 6.1256e-05 0.000325483
threshold=45.169600924000008 13.3584252364 11.928667296000002 30.284449345300001 167.67262050095005 12.604970524100002 16.705390318750002 12.867440043550003 22.704946905950003 16.485385178400005 14.251149826300002 117.55283175385001 42.246988155050012 193.10154186985002 37.408632939650005 21.454033346250004 93.216908757050007 108.24034454255001 23.165384528550003 8.7431769115000026 22.620600126450004 86.329079026800017 22.644947046300004 93.14163192940002 22.213482503200002 20.971847224900007 22.574947209950004 192.61429575720004 19.925387549600003 88.17067284620002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 8 9 10 -7 12 21 16 -15 -16 -13 20 19 -19 -18 22 -9 24 25 28 27 -27 -23 -30
right_child=1 -3 5 -5 -6 6 -8 11 -10 -11 -12 13 -14 14 15 -17 17 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.023801019489045255 9.4874251871628717e-06 -0.0020939712941706935 -0.021653161966167008 0.058727700741274862 -0.071065280727022881 -0.041251800981949444 -0.00069920750987595437 -0.0020321315522952685 0.086540588969987106 -0.090005796999998999 0.07832221676142942 0.001077846949152144 -0.0015957238722345208 -0.00023531292498954806 4.2390712227128348e-05 0.0043944880612526733 3.6926227874096376e-06 -0.0029695411128822014 -0.00012591487985479682 -2.81583872647768e-05 0.0010309203113610308 -2.8267732633398222e-05 6.6615249948769403e-05 0.0011860171249271408 0.0012170779561271475 0.0010753425159951387 -0.0029774647788208897 -0.00014574430592524773 -1.986431327886628e-05 0.0027070415909185319
leaf_weight=0.0013062535464153082 2.5174524227636033 0.52847741233176782 0.0013347991617526081 0.0018245458762455868 0.0010164551236986619 0.0015491108327417846 0.87879790284924197 0.51825691927873707 0.0066117583119194023 0.0021470203930871179 0.0017511314890725771 1.0211632247592186 0.52345910386031747 1.5068380990043126 0.50014191865920998 0.53981554689653422 1.558199878800224 0.53246161452435126 2.0049618231205386 0.5015901723963907 1.0127925745764512 18.227551662620016 1.5034591380099298 0.5097970113856708 0.51098472097960623 0.50863456780996452 0.51955034107595555 3.0107112561679994 2.5025723215421771 0.53049827828304152
leaf_count=93 97 125 925 99 28 81 292 161 9 46 10 26 63 16 2 64 39 50 12 9 13 1365 14 11 43 21 29 131 49 111
internal_value=1.01811e-07 -0.000355469 2.79151e-05 0.0159158 -0.017714 2.62228e-05 2.6966e-05 4.37352e-05 0.0374981 -0.0220286 0.022195 3.18629e-05 -3.91276e-05 0.000255134 0.000800549 0.00230145 4.56593e-05 -0.000142225 -0.000608008 -0.00154276 0.000408349 -1.03782e-05 -0.000471388 2.50329e-05 2.10167e-06 -2.24377e-05 -0.000356231 3.07337e-05 4.09733e-05 0.000457084
internal_weight=41.9857 3.04593 38.9398 0.00414725 0.00232271 38.9356 38.9343 38.0555 0.012059 0.00544726 0.00330024 38.0434 28.8655 9.17796 2.5468 1.03996 6.63117 5.61001 3.03901 1.03405 2.57099 28.342 2.02172 26.3203 25.8105 25.2995 4.0389 3.51935 21.2606 3.03307
internal_count=4034 222 3812 220 121 3592 2667 2375 146 137 91 2229 1998 231 82 66 149 123 71 59 52 1935 175 1760 1749 1706 181 152 1525 160
is_linear=0
shrinkage=0.1


Tree=954
num_leaves=31
num_cat=0
split_feature=8 5 6 5 0 3 3 6 6 19 9 6 3 19 13 3 10 2 0 19 17 2 16 16 2 12 4 16 13 6
split_gain=4.07518e-05 4.80712e-05 0.000186575 0.000179733 6.40356e-05 0.000101129 4.53429e-05 0.000105421 4.49612e-05 0.000104374 0.000126793 6.07405e-05 0.000117583 0.00010884 8.80203e-05 0.00017806 6.20514e-05 5.17494e-05 7.44435e-05 0.000145853 3.38921e-05 0.00023516 0.000148775 7.88858e-05 9.63099e-05 0.000175399 0.000168864 0.000366313 0.00750069 0.00690666
threshold=8.8430989333000021 23.455765688150006 16.405383309150004 23.042623356550003 86.479632682150012 93.579850604650019 93.72771580185001 16.645388916850006 16.565387047600002 14.351157895250003 180.51130933560003 16.465384711100004 92.781378539900018 14.551174033150001 117.54207792135001 93.023339771650015 62.020040611300011 108.24034454255001 86.329079026800017 14.251149826300002 198.24432709335002 81.787075821300007 22.604947139800004 22.654947022900004 71.99970061785001 88.640149746550023 234.39952089600004 15.484963789400002 117.48293184245001 13.65531905435
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -4 -7 -8 11 -10 -11 14 13 -13 20 -16 -17 -14 19 -19 23 -22 -23 24 25 -1 27 -26 29 -29
right_child=-2 2 4 -5 -6 6 7 -9 9 10 -12 12 17 -15 15 16 -18 18 -20 -21 21 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00020150906032897706 -0.00086637033410686326 -0.002072215840774098 -0.0015161542420541341 0.0018847503583244219 0.00098573183050273743 0.00022898936620759327 -0.0016160485866102488 0.00018893826634200025 -9.5531848683782448e-05 8.0877588131228077e-05 0.0023121328452900521 -0.0022859728815868381 0.00040444290329086547 -0.00021209918207033113 0.0022743931232074434 -0.00034968309206279613 0.00075739407150544186 0.00013180317506206136 6.0197920956833567e-05 -0.0015662238467041133 0.0022037395364202534 -9.0934189784748389e-05 0.0016745175618229681 -0.0013127630413986352 -1.6801095769160401e-05 -0.0021796237192045556 -0.00032927443101039909 -0.084194972180301253 0.00016369745791867986 0.038256120204933637
leaf_weight=3.5225065260110648 0.53580188856224609 0.5173707820029011 0.51447710598586072 0.52792768894758424 0.50939061740064051 2.510069823587401 0.51590815724889583 0.86796893970633315 1.5095729309069832 0.50136063600803005 0.51762742878781864 0.50980625386500722 1.5590090327459618 0.50248855834797723 0.52156045567608034 1.0152719722318582 1.0098849849891847 1.0036984797334301 3.0130930940358667 1.0198577091036893 0.5317767017351106 7.0664952898336582 0.5119088238916446 0.50430123912519853 4.0231671017260195 0.51361279869149701 4.539076301048496 0.004894764425216829 1.5066679007286436 0.078133262675593201
leaf_count=120 201 146 18 53 9 21 236 339 16 15 31 36 30 7 44 27 26 6 23 37 79 899 44 11 293 41 785 63 23 355
internal_value=1.56603e-07 1.1358e-05 -0.000265855 5.31949e-05 -7.58192e-05 -0.000198481 -2.43868e-05 -0.000483959 2.59466e-05 0.000432325 0.00121431 -5.23179e-06 -0.000253038 -0.00125653 6.91412e-05 0.000626725 0.000202383 -9.90231e-05 -0.000254862 -0.00072399 6.8671e-06 0.000170959 2.83192e-05 -8.37118e-05 -4.00264e-05 -0.000453232 0.000124252 0.000491016 0.00177619 0.0310372
internal_weight=41.9847 41.4489 5.43519 36.0137 4.91781 4.40842 3.89395 1.38388 35.4858 2.52856 1.01899 32.9572 7.60795 1.01229 25.3493 2.54672 2.02516 6.59566 5.03665 2.02356 22.8025 8.11018 7.5784 14.6924 14.1881 4.03612 10.1519 5.61286 1.5897 0.083028
internal_count=4034 3833 769 3064 623 614 596 575 3011 62 46 2949 139 43 2810 97 53 96 66 43 2713 1022 943 1691 1680 161 1519 734 441 418
is_linear=0
shrinkage=0.1


Tree=955
num_leaves=31
num_cat=0
split_feature=12 5 8 5 4 5 13 10 6 19 9 6 16 3 5 18 8 7 10 2 0 5 6 9 8 7 0 5 8 18
split_gain=3.4525e-05 3.58507e-05 5.9156e-05 5.93346e-05 0.000146216 0.000145639 0.000117861 0.000199714 3.49447e-05 8.2287e-05 0.000106442 4.9824e-05 9.64215e-05 9.51314e-05 9.34657e-05 5.37923e-05 0.000192658 5.1469e-05 7.03573e-05 4.19181e-05 6.02571e-05 0.000135706 3.42694e-05 0.000107572 7.87295e-05 0.000100777 0.000142276 7.33692e-05 2.99975e-05 2.83411e-05
threshold=63.174563425750001 25.568932055400001 8.8430989333000021 23.455765688150006 264.72530087330006 23.042623356550003 117.67650082785001 61.987779113750001 16.565387047600002 14.351157895250003 180.51130933560003 16.465384711100004 22.654947022900004 92.781378539900018 21.336111252450003 12.867440043550003 8.6432548896500023 22.747724408400003 61.950140699950005 108.24034454255001 86.329079026800017 22.728547566650004 16.235379337050002 200.76482212275002 8.543332867800002 23.445318439400001 86.692020874450009 20.849573174100005 8.4434108459500017 13.975517741000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 11 -10 -11 12 15 14 -13 16 -2 -17 -19 -15 21 -21 27 24 25 26 -24 29 -9 -20
right_child=1 -3 -4 4 6 -7 -8 28 9 10 -12 13 -14 19 -16 17 -18 18 22 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01045765554173683 -0.015398296719379973 0.00082857038651789065 -0.0010611402856521041 -0.0014941700709108006 -0.002100719309129937 0.0016984790380318061 0.0013435108398576888 0.00025861120755322218 -8.5974288883587164e-05 3.8973199137799161e-05 0.0020843185855020574 -0.0020880761606638389 0.0013988519813734378 0.00036411828565699803 -0.00016706556550456214 -0.00095070374572025444 0.045431169723213184 0.0012211469508334747 0.00028152971128321227 -0.0014644718253074441 5.4185015644734772e-05 0.00017303052211476396 0.0020066057117591849 0.00096384534775724527 -0.0007925272781840664 -0.0010076773221034453 8.045868596483739e-05 -0.0011980990497865362 -0.00040863008175107661 -5.3842879875671553e-05
leaf_weight=0.003156588970873452 0.001005634308440472 0.51697621856784692 0.52793154165140421 0.87426125726253268 0.51198824386694264 0.52727990437752836 0.51605376158977367 2.0103581448985244 1.5096686722832253 0.50116397337114882 0.5168267076878692 0.50777186605637215 0.52991182253754132 1.5585555392026433 0.5053348621368059 0.51941917381161928 0.0010796574933920056 0.50685457348300289 3.0206015366379093 1.0190767178097533 3.0129721441480797 1.0054150833384481 0.51491625044036449 1.5235671676327909 1.0003669186262416 0.50486606595950423 1.5024522534295102 0.52429130638567656 1.0134436048680746 15.197191946431698
leaf_count=31 71 536 128 111 34 53 33 70 16 11 31 37 68 30 6 290 3 16 66 32 23 11 73 41 9 12 24 121 39 2008
internal_value=1.79694e-07 9.66016e-07 -9.35246e-06 4.2117e-06 -0.000321296 4.87398e-05 -6.82263e-05 -0.000274271 2.42248e-05 0.000382556 0.00107738 -3.25875e-06 6.41106e-05 -0.000227671 -0.00112988 3.56097e-05 0.0160961 3.42601e-05 5.53182e-05 -8.90969e-05 -0.000229319 -0.000651246 3.0478e-05 0.000261791 -4.18557e-05 0.000255875 0.000572091 -3.18014e-05 3.49817e-05 1.76358e-06
internal_weight=41.9848 41.9816 41.4646 40.9367 4.92611 36.0106 4.05184 3.53579 35.4833 2.52766 1.01799 32.9557 25.3465 7.60913 1.01311 24.8166 0.00208529 24.8145 24.2951 6.59602 5.03746 2.02449 23.7883 5.04617 3.5226 2.52223 2.01737 18.7421 3.0238 18.2178
internal_count=4034 4003 3467 3339 287 3052 176 143 2999 58 42 2941 2802 139 43 2734 74 2660 2370 96 66 43 2354 159 118 109 97 2195 109 2074
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=10 10 15 18 15 18 17 16 13 15 2 3 10 3 15 18 8 2 15 5 15 5 19 14 15 13 15 6 6 16
split_gain=4.31192e-05 8.0183e-05 7.8871e-05 8.41857e-05 6.61241e-05 0.000163659 0.000115057 0.000200382 5.77239e-05 7.35354e-05 0.000280716 0.000169315 0.000121763 0.000189946 6.67605e-05 0.000188255 0.000311359 5.69503e-05 4.20203e-05 7.0109e-05 0.000137174 6.34182e-05 5.00119e-05 5.31692e-05 0.00158914 0.00245327 0.000249233 0.00104377 0.000707926 0.000756812
threshold=61.901748453550006 61.87486387225001 42.841315546000011 13.059010054600002 43.890399822900008 13.405476405600002 188.83172615260003 22.574947209950004 117.67650082785001 37.870720399650004 148.06652356835002 92.598563387050021 62.041548276350007 93.499196860750018 37.606388722050006 12.885811969150001 8.3434888241000014 163.32842070695003 37.491361913600009 20.911722254300006 36.535628266450011 20.849573174100005 14.551174033150001 273.54171774295008 36.124429763000009 113.82394032690001 33.928396949100005 14.135330269750002 13.65531905435 17.684958644900004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -6 9 14 -11 -12 13 -13 15 16 -2 -14 19 21 -21 22 23 -17 25 26 27 28 29 -25
right_child=4 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 17 -15 -16 18 -18 -19 -20 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012423557912644226 -0.053290468300311637 0.0014923585435247064 0.00093257510511693159 0.00019078398592492141 0.00039609422483450257 -0.0020582271035590309 0.00028126847832686969 -0.002414453418880799 -0.0010460630529711475 0.0024950778932906694 0.0018433500961573942 0.0015748569817113619 4.0341767439360195e-05 -0.00035962652007974087 -0.0011827630419681593 5.2155006002399747e-05 0.0042737769289107053 -0.00071257524796584752 0.00088041190264369926 -0.0019326390782137721 -0.00019836201829245305 0.0011362320575370875 -0.00097227502858496587 -0.044358740212741832 -7.131814219942259e-05 -0.097310316226028107 0.03009329378577498 -0.081650777825833382 0.069930222021331465 0.042969537696828153
leaf_weight=0.56315652699419505 0.0017476540947772836 0.51286967530870686 0.87644642242048565 1.5060089979940268 0.50181255981852146 0.53207972049326402 2.0124129101485533 0.51300862269431335 0.5084952623656126 0.54466018946732297 0.53186925784161854 1.0214132276596504 2.0068546660950233 1.0089588052520069 0.50824361996319467 20.742963543495307 0.0020322928195426471 2.0116286805205164 0.50548130243259848 0.52405018323457397 3.5159603037918714 0.50596104506712336 0.51264431056915682 0.0027251376799466986 0.50016877564551976 0.0042926422460709554 0.0016199558448910523 0.0017117136833202373 0.0013739599953623838 0.0015607350999591874
leaf_count=432 115 17 46 49 4 129 51 52 21 85 130 29 16 19 13 1361 39 33 9 215 102 28 48 795 32 32 29 29 20 54
internal_value=1.7982e-07 0.00033842 0.000137504 -0.000199268 -3.01842e-05 -0.000440811 -0.000156526 -0.00102468 1.16144e-05 2.72225e-05 0.000313337 0.000132763 -1.76472e-05 0.000613548 -4.73653e-05 -2.58528e-05 -0.022341 -0.000336564 -2.27078e-05 -4.00557e-05 -0.000423324 2.94575e-05 3.73362e-06 2.72722e-05 -0.000977968 -0.0351148 -0.00542192 -0.0132267 0.00746696 -0.0125574
internal_weight=41.9842 3.45848 2.94561 2.06917 38.5257 3.55931 3.02723 1.01482 34.9664 34.4579 7.12538 6.58072 6.04886 2.03037 27.3325 26.8243 0.00377995 4.01848 26.8205 26.315 4.04001 22.275 21.7691 21.2564 0.513453 0.0132841 0.0089915 0.00737155 0.00565983 0.00428587
internal_count=4034 544 527 481 3490 236 107 56 3254 3233 312 227 97 48 2921 2908 154 49 2754 2745 317 2428 2400 2352 991 959 927 898 869 849
is_linear=0
shrinkage=0.1


Tree=957
num_leaves=31
num_cat=0
split_feature=10 17 8 16 15 12 18 5 14 7 13 18 3 2 7 2 2 6 16 18 18 13 13 19 16 7 2 4 7 10
split_gain=3.49468e-05 6.77462e-05 0.00010208 0.000255377 5.35196e-05 0.000155073 0.000112949 4.96211e-05 0.000176444 0.000122143 9.01658e-05 6.38001e-05 0.000178605 0.000538725 0.000108994 9.91586e-05 8.00977e-05 7.4553e-05 0.000206342 8.27583e-05 0.000177386 8.39134e-05 8.50216e-05 4.20614e-05 0.000369343 6.36942e-05 3.1292e-05 4.549e-05 2.73286e-05 2.58421e-05
threshold=61.901748453550006 187.51563899930002 8.6432548896500023 22.644947046300004 43.890399822900008 221.60958460755003 13.405476405600002 22.649179082500002 242.75016290975003 23.051546669900002 117.64961624655002 13.077716774800001 93.281431752200021 108.63443756215001 22.589037079550003 41.467794892200004 97.254132369200008 16.545386580300001 22.544947280100004 13.4793103924 13.531614672700002 117.51519334005 117.46680109370001 14.451165964200003 22.534947303500005 23.514778597300005 200.74412770730004 271.76419630735006 23.314707969200004 75.634392583900009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 7 -6 28 10 -9 -10 11 14 15 16 -2 -13 -14 19 -19 21 -21 22 -17 25 -25 -22 27 29 -7 -27
right_child=4 2 -4 -5 5 6 -8 8 9 -11 -12 12 13 -15 -16 17 -18 18 -20 20 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00045419885417693893 4.5785249139138027e-05 -0.00026212185770393233 5.2894880894614968e-05 0.0028977112298088892 -0.001998876113923916 -0.00011442380764623948 -0.0014519280948572799 0.0020830192638624837 -0.0013308492537585403 0.00046225706780365233 -0.0013363338276103157 0.02743371462556686 -0.0006460460456588742 -0.0037240017835127102 0.0012736671882236181 0.0012676575058714024 0.0011309385385343848 0.00057533946732751438 -0.0022587013696831349 -0.0018693512895429374 -0.0011117632827926768 0.001270455464050966 -0.00022284986234535179 -0.001263607428564276 0.0025212331308022669 8.1490257281994152e-05 0.00078849295302575988 -0.00093614591844480121 0.00055851674518361837 -0.00019032860589510546
leaf_weight=0.87780474519000673 2.5103269517770985 0.5048697199090364 1.5569035737900376 0.51839635391479533 0.51640767817769528 1.5081255257371524 0.52965423658321409 0.5178291455381 0.5061629126379702 1.522761587671517 0.51444338580404192 0.0013182638576826325 0.50960134422922043 0.51841472581446568 1.0153097695656468 0.51354889483993549 0.50506033882265911 0.51870982848099234 0.5090090918019996 0.50988247654279106 0.51498547246477855 1.0188014173472764 1.5020345531665951 0.51243582811002741 0.51892773844718931 15.157960358760372 0.50898109216172116 0.51182620857693351 1.0060581343132069 4.5467022886791453
leaf_count=450 124 19 47 28 70 42 118 167 70 48 37 6 51 42 26 67 7 41 13 12 302 30 11 30 50 493 700 309 6 618
internal_value=1.23878e-07 0.000304652 0.000562823 0.00133868 -2.72102e-05 -0.000396579 -0.000124739 1.04001e-05 0.000435428 1.49245e-05 -2.29897e-05 -1.81232e-06 -5.16566e-05 -0.00110145 0.00039939 8.29531e-06 0.00023847 6.94848e-06 -0.000828306 4.01993e-05 -2.51442e-05 0.000530789 0.000156915 1.70763e-05 0.000640725 -1.32059e-05 1.4091e-05 -5.40576e-06 0.000154855 1.87701e-05
internal_weight=41.9833 3.45797 2.58017 1.02327 38.5253 3.56025 3.04384 34.965 2.54675 2.02892 32.4183 31.9038 28.3782 1.53308 3.52564 26.8451 1.01466 26.8438 1.02772 25.8161 22.7817 3.03438 2.01558 22.2718 1.03136 21.2405 20.7255 20.2165 2.51418 19.7047
internal_count=4034 544 94 47 3490 236 166 3254 285 118 2969 2932 2782 100 150 2682 58 2676 54 2622 2514 108 78 2502 80 2422 2120 1420 48 1111
is_linear=0
shrinkage=0.1


Tree=958
num_leaves=31
num_cat=0
split_feature=15 16 12 6 5 6 6 12 4 9 8 12 10 15 17 19 15 18 2 5 7 19 7 12 16 3 18 6 5 0
split_gain=4.96846e-05 0.000104928 4.91448e-05 0.000757942 0.00291698 0.00178778 0.00196191 0.00157381 0.000884285 0.00125698 0.00070972 0.000330979 5.01725e-05 0.000100395 0.000148068 0.0001088 7.70723e-05 0.000264927 0.00130148 0.000115566 0.000102745 3.84856e-05 0.00080262 0.000123555 7.78029e-05 0.000111722 3.9683e-05 8.78398e-05 0.000107885 6.12394e-05
threshold=46.074827201850006 22.584947186600004 251.89085751685002 16.505385645700006 23.195398057700004 16.355382140900002 15.945372561050002 383.30163750755008 328.99639152505006 205.88909726980003 8.4434108459500017 283.37952236595009 61.93938686740001 42.841315546000011 187.88259729165003 14.551174033150001 43.890399822900008 12.885811969150001 79.265746973750012 24.218679034200004 22.156669449150005 14.451165964200003 22.356277907050004 179.90801194620005 22.674946976100003 93.431985407450014 13.043896815850003 16.465384711100004 21.723721974650005 86.329079026800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 12 4 5 6 7 10 -6 -10 11 -4 13 14 -1 -16 17 18 -14 -18 -19 22 -22 24 25 -23 -24 29 -29 -28
right_child=1 -3 3 -5 8 -7 -8 -9 9 -11 -12 -13 16 -15 15 -17 19 20 -20 -21 21 23 26 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0014698293641040778 3.6980092660939436e-05 -0.0017115084977106475 0.034970130490910571 0.00026125741580723845 0.10004111813987525 -0.10008757709270484 0.1000081318142137 0.095759759830183755 0.084184948780517133 -0.035077507014680855 -0.07444444472460017 -0.03216792326891698 0.014636443167866664 0.0012860251158267522 0.00092575791192177771 -0.00039406908006500084 -0.0013801481637152873 -0.028099105720694767 -0.092781117995618473 0.0001324655352154321 -0.074672263571686909 -3.4653915393976814e-05 0.00032265436489869467 0.0017197763209860783 -0.0010557040885848614 0.0016088276018318502 -0.0010851696042911772 -0.0011611081598917677 2.9009122954599704e-05 2.7117852060934726e-05
leaf_weight=0.51561326791867257 1.005409762769234 0.52110540666994376 0.0012469458883554471 0.50484048179310004 0.0040584940434200681 0.001928085321594609 0.0017784315741664614 0.0010351847655001066 0.0020160470641245147 0.0015734664884803351 0.0027907946576926079 0.001785986778172276 0.0032080459091420313 0.88312621131626645 1.5276829153038365 1.0565698834670909 1.0166811235472928 0.0013002744755031817 0.0017395720488027067 1.0037793895753564 0.0014403338419118885 2.0297861489398206 3.0156769811346811 0.53707898040892121 0.50738210510462511 0.51948548065411149 0.50552190014059561 1.5225068658358361 1.5242673063403342 23.760396912162978
leaf_count=417 29 153 65 72 5 9 21 80 39 7 26 384 34 34 43 28 36 225 101 8 22 59 35 70 13 57 18 51 39 1854
internal_value=1.3813e-07 -0.0005599 2.12697e-05 0.000984299 0.0210256 -0.0130232 0.00641191 -0.0178564 0.0680627 0.0319061 -0.0380521 -0.00456509 8.65579e-06 0.000345409 7.74354e-05 0.000386148 -2.86537e-05 7.07626e-06 -0.0231313 -0.000628671 1.04508e-05 1.15282e-05 -2.51355e-05 0.000320957 7.51728e-05 0.000300251 -2.15904e-05 -5.95995e-05 -0.000565706 3.94603e-06
internal_weight=41.9828 1.52652 40.4563 0.523054 0.0182134 0.0105654 0.00863734 0.00685891 0.00764801 0.00358951 0.00582373 0.00303293 39.9332 3.98299 3.09987 2.58425 35.9503 33.9298 0.00494762 2.02046 33.9248 33.9235 30.3298 3.59373 3.05665 2.54927 30.3284 27.3127 3.04677 24.2659
internal_count=4034 182 3852 708 636 585 576 555 51 46 475 449 3144 522 488 71 2622 2578 135 44 2443 2218 2019 199 129 116 1997 1962 90 1872
is_linear=0
shrinkage=0.1


Tree=959
num_leaves=31
num_cat=0
split_feature=15 16 10 17 15 3 18 7 9 17 13 15 3 18 14 3 15 17 14 13 2 15 19 3 16 18 16 3 12 0
split_gain=4.02336e-05 8.48642e-05 4.71316e-05 9.79775e-05 0.000484869 6.54604e-05 7.90978e-05 0.000173725 0.000200175 0.000116222 7.00124e-05 8.43306e-05 5.5646e-05 0.000117177 3.28637e-05 0.000154162 0.000114402 9.4118e-05 0.000172848 0.00899342 0.00225645 0.00211356 0.00100567 5.8365e-05 7.26602e-05 5.00768e-05 0.000498287 0.000366825 0.000163702 7.37022e-05
threshold=46.074827201850006 22.584947186600004 62.041548276350007 193.10154186985002 37.491361913600009 93.090551224900011 13.131682570750003 23.296055099200004 200.95377551580003 188.10488866565001 117.61735474900001 41.29990759910001 93.819123378250012 12.867440043550003 241.71484286130001 93.090551224900011 38.884669609800007 201.71342726775001 252.54578433325003 115.12515406205002 186.79363985910004 38.992510055900006 14.551174033150001 93.491131486350014 22.644947046300004 13.975517741000003 19.199955102150003 92.324340657750014 145.97209859650005 96.531777631850005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 9 8 -8 10 -7 -12 13 -4 16 17 23 -16 -19 -20 -21 22 -22 24 25 27 28 -15 29 -27
right_child=1 -3 12 4 -6 6 7 -9 -10 -11 11 -13 -14 14 15 -17 -18 18 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00078588577728517573 3.3281796320116444e-05 -0.0015386265677493213 0.021800506431734964 1.5741731539191328e-05 0.0033606748549935544 0.0011028192052547766 -0.0028792598154592421 3.3703514715663638e-05 -8.1541450491120628e-05 0.0016247539555843623 -0.0013258258944575695 8.4116097580863344e-05 -0.0010859874140732833 0.0027476307814295947 -0.00017733430107049915 -0.0013414549007442081 0.0015065842560494794 -0.00010061913828484666 -0.00035254087645034235 0.10004809834648026 -0.063609218376389554 0.08345606779997905 0.034017240978243879 0.0010681625503560649 -0.0012028159954922048 -0.0011814941814019327 -0.00303800748103148 -5.3971860494385689e-05 0.001782474482947302 2.7788272436280403e-05
leaf_weight=1.0141144659674495 1.0053850330862668 0.52166399338237068 0.0024587956402289937 2.0091973626309847 0.55253632281352327 0.51316544200122027 0.52342686826854057 2.5074886478818428 0.50007172231562436 0.5233068150486736 0.51450953094314966 2.4171191095301765 0.50667291217373289 0.539031762938598 8.5508081701033056 1.0133202959007217 0.52588942595048038 1.0077330304028742 0.51706034239983134 0.010731150861829519 0.0022870353397479448 0.0038916285348022939 0.001958978622496943 0.50533102739745928 0.5059121159138148 0.5292166045971517 0.54658037741774101 3.514601289130951 0.52182736897435411 10.574381330993786
leaf_count=14 29 153 20 21 101 325 105 16 4 58 159 32 187 152 888 28 39 49 544 12 30 36 13 26 7 235 98 86 91 476
internal_value=1.67221e-07 -0.000503707 1.91871e-05 0.000194989 0.000737205 3.18297e-05 -7.01426e-05 -0.00041443 -0.00151232 0.000236219 2.52837e-05 -0.000163333 -4.70832e-05 -2.88522e-05 -3.07113e-05 -0.00016563 5.36589e-05 -4.75964e-05 0.000671061 0.00212209 0.0699342 0.0302228 -0.0185674 9.33077e-06 -2.26484e-05 1.4149e-05 -8.72324e-05 0.000318571 5.1501e-05 -2.98482e-05
internal_weight=41.9817 1.52705 40.4546 11.0749 2.56173 8.5132 7.49909 3.53099 1.0235 3.9681 3.44479 2.93163 29.3797 28.873 28.8706 11.1078 17.7628 10.0945 1.54366 0.535929 0.0188688 0.00813764 0.00424601 17.2369 16.7316 16.2256 12.172 4.05363 11.6254 11.1036
internal_count=4034 182 3852 835 122 713 699 125 109 574 516 191 3017 2830 2810 1600 1210 1572 684 635 91 79 43 1171 1145 1138 900 238 802 711
is_linear=0
shrinkage=0.1


Tree=960
num_leaves=31
num_cat=0
split_feature=12 8 19 4 18 18 17 9 2 19 7 17 9 13 18 18 19 7 18 18 9 15 12 2 4 14 17 9 9 16
split_gain=3.4403e-05 3.35923e-05 4.2612e-05 0.00010299 0.000159729 0.000192978 0.000158412 9.17068e-05 0.000227047 5.63695e-05 5.04153e-05 0.000186203 0.000401233 0.000171777 4.88139e-05 6.90885e-05 0.000183926 0.000270081 0.000161784 7.42829e-05 5.11349e-05 4.36748e-05 2.59642e-05 0.000125145 0.000844398 5.60687e-05 0.000174865 0.00049227 3.89862e-05 0.000205669
threshold=63.174563425750001 8.8430989333000021 14.451165964200003 284.07887079910006 13.603286548350003 13.512826932300003 195.00249838555001 192.39832633775004 146.27443143485002 14.551174033150001 23.271765593750004 190.38166638035003 189.78071820640002 117.67650082785001 13.192618516750001 13.043896815850003 14.351157895250003 23.203497038450006 12.993189857450002 12.933745112000002 193.67618212375001 14.882823222300003 69.826413229550027 60.327272492300004 157.07313959035005 177.36626049935003 183.58889821140002 211.04147598835002 201.09804420775001 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 2 10 4 5 6 7 8 -4 -9 11 14 -13 21 15 18 17 -17 19 20 -2 -12 -23 -24 -25 26 -26 -28 -27 -30
right_child=1 -3 3 -5 -6 -7 -8 9 -10 -11 13 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 24 25 28 27 -29 29 -31
leaf_value=-0.01046442729735745 -0.00012448805253123375 -0.00078659891305228483 0.0025154551687756308 -0.001054639805563549 0.0020541643583516472 -0.0010045046199756518 0.0021779463695807523 0.00043480095024763844 -0.00045794564035077086 -0.00061089616302179451 0.020864626996511378 0.00050735996548360071 -0.0034320591367141533 0.0013121269803186338 0.00087194328406899459 -0.0031927741172609195 0.00015347549282764634 6.8448705437640451e-05 0.001781593370409491 -0.00124429364783711 0.00098262357821665941 0.00069679841725120905 -0.0015823657655148855 -0.047352073329252384 -7.7359300183915623e-05 8.9116084787528566e-05 0.0035229551476775763 -0.00080112813256626105 -8.5541792346806764e-05 -0.0021268278256466686
leaf_weight=0.0031412771101092521 2.3684168554433351 0.53450470722983467 0.52401932422981123 0.53515844689147041 0.52596935446581472 1.0130949575878103 0.51683563014600498 1.0117277109294691 0.50361788066615532 1.0510375867650374 0.0010018731847577502 0.50679586222346551 0.52780092792093269 1.0138201935333189 0.51561467934684735 0.51570495230229785 1.509327773129792 0.5002926201086666 0.51193291636670846 0.50520221043376068 0.50638983742464905 0.50320466747509129 0.50819363645979976 0.0037649897276449398 2.5038231243086275 10.57405999900984 0.55115776813857287 0.5040575179446023 11.11476689957054 0.51652252357871375
leaf_count=31 488 186 74 151 39 20 23 25 16 16 614 62 65 16 272 104 35 4 41 33 17 3 45 8 40 728 81 12 737 48
internal_value=3.19412e-07 1.10251e-06 1.12617e-05 0.000265663 0.00040296 0.00021499 0.000557486 0.000286481 0.00105827 -9.80115e-05 -2.91548e-05 -0.000250918 -0.00150234 3.44153e-05 -6.41676e-05 -0.000139382 -0.000546718 -0.0015869 0.000124922 -0.000125996 7.05268e-05 -1.39545e-05 -1.47356e-05 -2.83618e-05 2.28587e-06 9.20584e-06 0.000377685 0.00145742 -4.98534e-05 -0.000176191
internal_weight=41.981 41.9778 41.4433 5.68146 5.1463 4.62033 3.60724 3.0904 1.02764 2.06277 35.7619 7.96748 1.0346 27.7944 6.93288 6.41727 2.52533 1.016 3.89194 3.38001 2.87481 26.7806 26.7796 26.2763 25.7682 25.7644 3.55904 1.05522 22.2053 11.6313
internal_count=4034 4003 3817 364 213 174 154 131 90 41 3453 1121 127 2332 994 722 143 108 579 538 505 2316 1702 1699 1654 1646 133 93 1513 785
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=10 10 17 8 7 15 10 0 10 18 17 8 13 19 16 5 15 5 13 7 5 4 5 5 3 4 5 6 6 6
split_gain=3.39555e-05 8.13265e-05 6.01324e-05 0.00022039 4.63538e-05 4.14378e-05 8.61014e-05 3.85937e-05 6.71741e-05 0.000341283 0.000141498 0.000261028 0.000108059 0.000192268 6.62883e-05 6.24029e-05 0.000215824 3.20333e-05 0.00012276 0.000111508 7.67171e-05 0.000163966 0.000365207 0.000154701 0.00010946 2.69948e-05 6.26427e-05 0.000272471 0.000237788 7.00904e-05
threshold=61.901748453550006 61.87486387225001 187.51563899930002 8.6432548896500023 22.381996090050006 46.683480308100009 61.977025281250008 85.764502819450016 61.987779113750001 12.885811969150001 190.94474013770002 8.7431769115000026 117.55283175385001 14.451165964200003 22.624947093000003 24.218679034200004 42.246988155050012 21.955793948900006 117.46680109370001 24.761435049050004 20.911722254300006 227.97173202615002 21.850554661550003 21.269675393700002 93.499196860750018 274.66550124645005 19.925387549600003 16.415383542800004 14.980350013450002 14.745344522600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -2 7 -7 -6 10 -10 -9 -12 15 14 -14 16 17 20 19 -19 25 23 -23 24 -22 26 28 -28 29 -11
right_child=4 -3 3 -5 5 6 -8 8 9 12 11 -13 13 -15 -16 -17 -18 18 -20 -21 21 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00059585119564885551 -0.00097338175332976624 0.00146282783152108 0.0021847146001356481 -0.00020211595270035662 0.00086068893031313878 0.00028161701421228685 -0.0015624276839848988 2.7238141431219718e-05 -0.038219822525156662 5.6602187251154206e-06 -0.0029703868190299877 0.00021863162858424244 -0.00023830724636619632 0.0016931293564763075 0.00063688538716533561 0.0010641422072292458 -0.0020679522965644103 0.0021957449269482889 -0.00025245761774091396 0.00010495484343015024 -0.0018022591289381905 -0.0034061892624481019 -0.00014688148376604355 0.00097624532408645812 0.00027924967104292915 -0.00048687587875837293 0.0025464002523431107 -1.9592990959113935e-05 -0.0020850208876017563 0.0011591488639861255
leaf_weight=0.87681277168901672 0.51029845789133688 0.51270832028177427 0.51515998420354359 1.5532902068836731 0.51771863073710633 0.50390663352157028 0.50892629103595022 2.0234721992164846 0.0023322564302422624 17.135870814494115 0.52585912670747326 0.50139886625402141 2.0155528813828307 1.0250324388998704 1.5166216514735422 0.50601777699694039 0.52344586395967851 0.51887050079433661 1.5070461778668685 0.50175612988888396 0.50969021687342297 0.52376208803836011 1.0004773747496072 1.0174682513425066 0.50093574076890945 1.0097358596116368 0.52113266515937029 2.0095325356737703 0.54215559118696788 0.5434907500425642
leaf_count=445 471 17 38 44 93 23 87 27 9 1030 41 4 34 30 42 16 61 46 22 14 61 86 10 28 2 951 51 45 126 80
internal_value=3.12895e-07 0.00030049 9.81518e-05 0.000392339 -2.66325e-05 -1.39228e-05 -0.000644975 3.35183e-06 -8.81481e-06 3.21765e-05 -0.000458011 -0.00141384 3.48452e-05 0.000487383 0.000137477 -3.65857e-05 -5.62218e-05 -1.84e-05 0.000321048 0.00116788 -5.22945e-05 -0.000483173 -0.00126685 0.000105809 -0.00077052 1.80406e-05 4.26082e-05 0.000508815 -2.21401e-05 4.11202e-05
internal_weight=41.9805 3.45797 2.94526 2.06845 38.5225 38.0122 1.01283 36.9994 36.4817 33.4309 3.05073 1.02726 33.4286 4.55721 3.53217 28.8714 28.3654 27.8419 2.52767 1.02063 25.3143 3.55233 1.52424 2.02809 1.01063 21.7619 20.7522 2.53067 18.2215 17.6794
internal_count=4034 544 527 82 3490 3019 110 2909 2816 2744 72 45 2735 106 76 2629 2613 2552 82 60 2470 187 96 91 63 2283 1332 96 1236 1110
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=16 0 0 10 2 10 15 10 19 16 16 13 5 15 18 12 3 15 18 7 7 17 2 6 12 17 13 18 16 3
split_gain=3.41947e-05 0.00018361 7.58159e-05 4.23973e-05 0.000107505 4.46722e-05 7.31248e-05 9.98376e-05 0.000180052 6.17313e-05 6.07759e-05 5.96532e-05 4.8949e-05 0.000148082 0.00013887 4.6561e-05 0.000207344 0.000182276 9.59423e-05 0.00476388 0.00286861 0.0021546 0.00158644 0.00256982 0.00106797 0.00102191 0.00112015 5.30052e-05 0.000577381 0.000369342
threshold=22.704946905950003 85.121961326250016 85.683849075550015 61.93938686740001 199.66651340635002 61.987779113750001 46.683480308100009 62.041548276350007 14.451165964200003 22.664946999500003 22.624947093000003 117.63886241405002 24.218679034200004 42.246988155050012 12.867440043550003 179.39870313365003 93.090551224900011 38.884669609800007 14.150229224600002 24.825560278350004 25.520256579150004 208.52245219595002 171.03679643640001 14.980350013450002 198.57093999515004 206.50651863080003 109.4229343674 13.975517741000003 19.199955102150003 92.324340657750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -4 11 7 8 10 12 -7 -5 13 14 -9 17 18 27 -17 21 24 22 -20 -24 -21 26 -26 29 -29 -16
right_child=1 -3 3 5 -6 6 -8 9 -10 -11 -12 -13 -14 -15 15 16 -18 -19 19 20 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0012242161046086095 -0.00043164056347540046 0.0018716454910230754 0.00077675212917514488 -0.00084011733310011523 -0.00048375392897313216 -0.00024297246846193403 -0.0011883583962657865 0.023975159095468403 0.0016228281436614569 -0.0011414798960146103 0.00059482373288146848 4.7457389771973069e-05 0.00094604200410163854 -0.001714858498649317 0.002765782660216059 -0.00019311899172352875 -0.0021766365612008354 0.0019171953449474482 0.09274902521836341 -0.10006866280559851 0.00040875897151658545 -0.0081801380165818002 -0.10008107639068411 0.081756238794285813 -0.052564493949981375 -0.07467474396262988 0.086043474742753867 4.2825635873630183e-05 -0.0032678198228807513 -3.038926661065412e-06
leaf_weight=0.51342580027495799 0.87662081022824512 0.57188424727382881 2.0331135231426809 1.5228558737695714 1.0141000733639911 2.0164466758157285 0.50832183156536714 0.0024127496236755466 1.0237909349771142 0.50769446461890666 1.5174953582773012 1.5061305106647749 0.50572009909798055 0.52214891464880508 0.53920290336472732 6.5233927686669944 0.50921890220729604 0.51678135655492852 0.0098636206294803429 0.0035890847361804571 0.51212813108681732 0.004396963015199303 0.001253801109905796 0.0020446440739760874 0.0011261121389437708 0.0023036528250617305 0.0012089902791103668 13.640328927971741 0.54795132389881551 4.5229439269980958
leaf_count=738 107 51 36 38 32 36 55 20 32 26 45 14 30 53 171 127 22 35 31 31 782 33 131 17 64 22 8 1019 103 125
internal_value=3.06342e-07 0.00047772 -1.67554e-05 -1.26381e-06 0.000357261 -3.08142e-05 2.02332e-06 2.01219e-05 0.000455081 -4.85319e-05 0.000116782 -0.00039878 -2.89718e-05 -4.66689e-05 -1.48094e-05 -1.69267e-05 -0.000227809 6.38377e-05 -8.7271e-05 0.00119637 -0.000532348 0.0524263 0.0726726 0.0126365 -0.05911 -0.0274195 0.0191992 1.4084e-05 -8.50315e-05 0.000291887
internal_weight=41.9799 1.44851 40.5314 40.018 3.04721 36.9708 33.9418 33.4334 4.55773 28.8757 3.53394 3.02899 28.368 27.8623 27.3401 27.3377 7.57053 19.7672 7.06131 0.537915 0.520356 0.017559 0.0131621 0.00329845 0.00822784 0.00463876 0.0023351 19.2504 14.1883 5.06215
internal_count=4034 158 3876 3138 68 3070 3018 2963 113 2850 81 52 2824 2794 2741 2721 1268 1453 1246 1119 907 212 179 148 125 94 72 1418 1122 296
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=8 5 6 5 0 3 3 6 12 4 2 2 19 5 17 17 5 2 18 16 18 7 2 15 17 12 9 4 10 5
split_gain=3.25026e-05 3.29949e-05 0.000202154 0.000183927 5.73258e-05 7.65483e-05 4.5304e-05 0.000110589 3.26544e-05 8.08208e-05 0.000119649 0.000126119 3.28931e-05 0.000133852 9.82502e-05 8.51711e-05 6.29704e-05 0.000101601 0.000271626 5.26146e-05 0.000114828 6.21056e-05 9.78912e-05 6.05737e-05 0.00012284 3.58981e-05 4.17231e-05 0.000120116 7.25789e-05 0.000175403
threshold=8.8430989333000021 23.455765688150006 16.405383309150004 23.042623356550003 86.479632682150012 93.579850604650019 93.72771580185001 16.645388916850006 232.35148227425003 284.07887079910006 189.95856246190002 185.72519583365002 14.351157895250003 20.204934414350003 195.42788627465004 199.59317753375004 21.454033346250004 154.94328103605002 12.971888692100002 22.534947303500005 13.712081531300003 23.699538637550003 60.327272492300004 36.124429763000009 186.57794620975002 86.968866757150025 200.84017322135003 170.06818406760001 70.077349628250019 17.679107616400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 -4 -7 -8 9 10 11 12 19 -14 16 -16 -15 18 -18 20 -1 -22 -23 -21 -25 -24 28 -28 -27 -30
right_child=-2 2 4 -5 -6 6 7 -9 -10 -11 -12 -13 13 14 15 -17 17 -19 -20 23 21 22 25 24 -26 26 27 -29 29 -31
leaf_value=0.0015162064285424584 -0.00077367422850305363 -0.002100338254475692 -0.0012833644995592886 0.001898119792333176 0.00098287545365609947 0.00026711702719625505 -0.0016052988237617314 0.00024351269529396445 0.00057416062404598881 -0.0012472913157778294 0.0015424454251324363 -0.0015694560725736742 0.0017362135501100711 -6.7073842717666145e-06 -0.0011554589541780088 0.00014183729072941674 -0.00014912333486993457 0.00013825485470908252 0.0030304491647120285 5.0033023331013012e-05 0.0010784685612428703 -0.0013919310087838674 0.00059485413002048626 -4.7579823160390775e-05 -0.0012380206303906833 0.0013381548855003816 -0.0016277661880919312 -5.7640342282000727e-05 0.00030866481416275598 -0.0016595394000532193
leaf_weight=0.51932863491978309 0.53560457755390345 0.51699416489961514 0.51501710255979638 0.5277530375584395 0.50933276559226204 2.5106177080087946 0.51574498869498386 0.86815346973538676 1.0232200042522936 0.51104710629191785 0.50828206341247906 0.50647921920209782 0.52696653787370262 3.0160612692998257 1.0152874367704501 1.0090284744292146 0.54826193567350878 1.5166427112562813 0.52687924218844273 3.004688357734266 0.52550267403292039 0.50851130374645492 1.008406754499094 2.0110587621838936 1.5234435984148147 0.51705806491804551 0.51193335909465432 10.095686749666372 4.0350497051883742 0.51002170197580188
leaf_count=180 201 146 18 53 9 21 236 339 751 337 9 20 65 119 23 18 16 27 40 20 160 47 21 25 29 33 66 549 401 55
internal_value=3.39722e-07 1.03431e-05 -0.000219302 4.50123e-05 -2.15972e-05 -0.000137621 1.3894e-05 -0.000445494 1.74471e-05 9.14496e-07 1.97067e-05 -3.44127e-06 2.06449e-05 0.000194788 8.8359e-05 -0.000508816 0.000303927 0.000665412 0.00140904 -3.67153e-05 5.05687e-05 7.59558e-06 -2.51476e-05 -0.000280066 -0.000560684 1.65251e-05 -2.06925e-05 -0.000133416 0.000215518 8.78043e-05
internal_weight=41.9781 41.4425 5.43586 36.0066 4.91887 4.40953 3.89452 1.3839 35.4788 34.4556 33.9446 33.4363 32.9298 8.15913 7.63216 2.02432 5.60785 2.59178 1.07514 24.7707 18.2315 17.7122 17.1867 6.53919 3.5345 16.6782 15.6697 10.6076 5.06213 4.54507
internal_count=4034 3833 769 3064 623 614 596 575 3011 2260 1923 1914 1894 308 243 41 202 83 56 1586 1512 1332 1172 74 54 1125 1104 615 489 456
is_linear=0
shrinkage=0.1


Tree=964
num_leaves=31
num_cat=0
split_feature=10 5 2 4 17 7 0 0 4 12 17 9 5 14 9 3 6 18 15 4 6 5 10 16 9 15 7 16 8 19
split_gain=3.34211e-05 0.000100675 0.00270801 0.00727471 0.00143971 0.000418256 0.000320608 0.000199833 0.00042949 0.000175084 0.000380944 6.93162e-05 0.000107832 4.81641e-05 6.60962e-05 4.77636e-05 0.000199063 0.000153066 6.01878e-05 0.000226725 0.000102061 0.000196353 9.3111e-05 6.14899e-05 8.08065e-05 5.93218e-05 4.47125e-05 4.21552e-05 4.09461e-05 9.45907e-05
threshold=61.93938686740001 23.928204628200003 234.55164812150005 269.4564136126001 187.51563899930002 20.752538901500003 76.451683855550016 85.764502819450016 275.07290644050005 208.68539434980002 190.4716172434 199.68228938305 22.783584484750005 137.67556691715004 54.542104986550008 93.281431752200021 16.405383309150004 13.390703749000002 37.870720399650004 244.52697497700004 16.525386113000007 20.305669781650003 62.041548276350007 22.594947163200004 202.49517884540003 34.139075990150012 24.738571785850002 22.644947046300004 8.4434108459500017 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 9 3 4 5 6 -3 8 -5 11 -11 12 -1 -2 -15 18 -17 25 20 -20 27 -22 -21 24 -24 -18 -26 -16 -27 -30
right_child=13 2 -4 7 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 16 17 -19 19 22 21 -23 23 -25 26 28 -28 -29 29 -31
leaf_value=-0.0015491113969305741 -0.013029553215365182 -6.4990182547839474e-05 0.00039577675112328594 -0.10012000672006627 0.082505183498640722 -0.027378481016555774 0.0690182537133575 -0.10022532693202967 -0.033742814664774627 -0.00041344576491984548 0.0034416520243851518 0.00071089471005995712 0.00013835942079653188 0.022791040086000604 -1.8602886000198171e-05 -0.002150087519189446 0.0010535765362448696 -0.0017604689519186739 0.0023009666322201263 0.00076972378388086423 0.00038193774123691131 -0.002385366467442441 -0.00035960542515313133 -0.0011756952638717925 0.0013967442789627753 0.00014881896704981165 6.7291433071133591e-05 0.00090053145719382131 0.00037280832134797197 -0.00087605084347505246
leaf_weight=0.51656100382994585 0.0028501743892651579 0.0017207597873302172 0.50516499671708204 0.0023359136231220212 0.0033203116658455656 0.0028550325770032581 0.0011020053322852164 0.0072758887690724805 0.001672932519440895 0.5019275956333964 0.52383993663360684 1.0071369692591359 1.4187477161619653 0.0012691328751007749 22.757983667030278 0.51619840020938035 0.50776728088536582 0.52414898785384068 0.52482045713168268 1.5278312110049226 0.50695348195824752 0.51879594981369337 2.008717534813429 0.51396226223005204 0.50916294053786249 3.5202919384258196 0.50278916763153514 0.51017827022223983 1.0080562530606765 1.5224613142008947
leaf_count=50 18 280 84 11 11 29 20 8 40 7 33 21 39 720 1785 173 133 80 34 51 24 35 42 52 21 80 56 20 21 56
internal_value=3.28075e-07 0.000258034 -0.00104272 -0.0368699 0.0301978 -0.000390962 0.0269051 -0.0903477 -0.0724201 0.000430272 0.00155528 3.80822e-05 -0.00031205 -3.0566e-05 -2.95776e-05 -3.03503e-05 -0.000254208 -0.000116033 2.65776e-05 0.000322518 -4.14847e-05 -0.00101769 0.000117414 -0.000164545 7.50102e-06 1.53869e-05 0.000736205 1.55008e-06 -7.17351e-05 -0.000378556
internal_weight=41.9779 4.49366 0.525448 0.0202828 0.00899811 0.0056778 0.00282277 0.0112847 0.00400885 3.96821 1.02577 2.94245 1.93531 37.4842 37.4814 37.4801 7.59892 7.08273 29.8812 5.58728 24.2939 1.02575 5.06246 3.53463 3.02067 6.55858 1.01195 23.2682 6.05081 2.53052
internal_count=4034 633 483 399 340 329 300 59 51 150 40 110 89 3401 3383 2663 543 370 2120 256 1864 59 222 171 119 290 77 1805 157 77
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=17 14 9 5 8 5 18 5 4 13 10 8 7 8 5 15 6 0 6 7 12 12 4 6 18 9 3 18 15 19
split_gain=3.31654e-05 3.79446e-05 0.00109867 3.5629e-05 5.18407e-05 4.53367e-05 0.00072012 0.000182996 0.000142233 0.00010048 0.000206226 3.46845e-05 0.000600006 0.0024063 0.000109962 0.000142619 7.25642e-05 0.000405531 6.07576e-05 0.000122058 5.69344e-05 5.98108e-05 5.68864e-05 5.29214e-05 0.000305847 0.00022639 8.33208e-05 0.00230234 8.63348e-05 3.30606e-05
threshold=162.13109061465002 143.06733454090002 194.56033515110002 25.568932055400001 8.8430989333000021 23.455765688150006 12.722397935550001 23.042623356550003 264.72530087330006 117.67650082785001 61.987779113750001 8.543332867800002 22.181995028450004 8.2435668022500028 22.649179082500002 40.682889193900003 15.710367070250003 97.225399829550014 16.525386113000007 23.109894804950002 82.696898122450008 69.826413229550027 257.44234454700006 16.535386346650004 12.920478434700001 190.73543849905005 93.281431752200021 13.091807150500001 38.992510055900006 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=-1 2 -2 4 5 6 -3 11 -7 10 -10 12 13 -8 15 20 17 -13 19 -18 21 -14 -21 24 -22 -25 27 -26 29 -29
right_child=1 3 -4 -5 -6 8 7 -9 9 -11 -12 16 14 -15 -16 -17 18 -19 -20 22 23 -23 -24 25 26 -27 -28 28 -30 -31
leaf_value=-0.017089715794041067 0.043702049556433017 -0.066729584486923163 -0.041897888772505741 0.0008278347183575534 -0.00099505641980316252 -0.0014370845833145598 -0.069356134749035167 0.0018969749853994453 -0.0020782133522759157 0.0012740352517028391 9.3229134723915683e-05 0.0030801327669719245 3.2186437675053058e-07 0.091711612956681607 0.0013904155585718996 -0.0017233057719972427 -0.0011047459112478208 -0.00035628465894199429 0.00051651481579305955 -0.00017193155593496449 -0.046564624316526255 -0.0015406913905736915 0.0006042084192690758 0.00056085936594573165 0.085642049030589681 -0.0015517477368213609 -0.0012080923527364739 0.00021177672138072263 0.001341079963663429 -5.6744161230336811e-05
leaf_weight=0.0011355134304967809 0.0024927594353404406 0.0016150529028270402 0.0037627328113671865 0.51580822298394124 0.52579886678878907 0.87425179104913819 0.0013929440699332876 0.52641102796333328 0.51130358051206348 0.51520810184535992 3.0245735912916638 0.52183246337873779 0.50000109523536529 0.0027761040764744394 0.52452339699125161 0.512734428086424 1.0207522325290481 1.004365058490748 2.0590038835326538 2.5146193122054683 0.0014083849382612304 0.50751204526590765 1.5122506862262524 1.0116248103295213 0.0031434851989676762 1.017380863369908 0.5247140253771353 6.5754279043099979 0.50978470640770623 15.148362743373717
leaf_count=353 28 20 31 425 109 105 129 48 34 33 107 57 2 11 41 61 38 27 28 29 3 52 36 23 7 20 80 1138 40 919
internal_value=2.26769e-07 6.8909e-07 -0.00778706 1.84987e-06 -8.42809e-06 4.24737e-06 4.31767e-05 4.61723e-05 -0.000280306 -3.06649e-05 -0.000220771 1.87073e-05 -3.73709e-05 0.0378964 -4.32639e-05 -7.18438e-05 0.000193063 0.000818684 5.87067e-05 -0.00012804 -3.90228e-05 -0.000775929 0.00011954 -9.07577e-06 3.45446e-05 -0.000498441 3.7428e-05 6.68182e-05 5.47192e-05 2.45326e-05
internal_weight=41.976 41.9748 0.00625549 41.9686 41.4528 40.927 36.0016 36 4.92534 4.05109 3.53588 35.4736 26.8408 0.00416905 26.8366 26.3121 8.63282 1.5262 7.10663 5.04762 25.7994 1.00751 4.02687 24.7918 22.7628 2.02901 22.7614 22.2367 22.2336 21.7238
internal_count=4034 3681 59 3622 3197 3088 2809 2789 279 174 141 2741 2526 140 2386 2345 215 84 131 103 2284 54 65 2230 2187 43 2184 2104 2097 2057
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=10 10 15 18 15 18 17 16 13 15 2 0 10 9 7 12 17 18 5 13 7 7 7 7 7 4 16 19 0 6
split_gain=3.57165e-05 7.21144e-05 8.76644e-05 7.61158e-05 4.64598e-05 0.000148032 0.00010405 0.000224752 7.27479e-05 6.93077e-05 0.000266987 0.000138437 0.00027579 8.83876e-05 9.20074e-05 7.51932e-05 0.00015121 5.48561e-05 4.88358e-05 0.000308384 0.00709071 0.00400154 0.000659838 0.000948661 0.000360029 5.65836e-05 4.81326e-05 3.45979e-05 0.000162789 0.000128349
threshold=61.901748453550006 61.87486387225001 42.841315546000011 13.059010054600002 43.890399822900008 13.405476405600002 188.83172615260003 22.574947209950004 117.67650082785001 37.870720399650004 148.06652356835002 86.20003303655001 62.041548276350007 197.29115675710003 23.899651152000004 180.68591246415005 185.45496942040003 13.777522434500002 20.911722254300006 117.47755492620001 24.002506000500002 23.150522195450005 23.085048345000001 22.649177329550003 22.381996090050006 142.34057910165004 22.644947046300004 14.351157895250003 88.872360418250011 16.235379337050002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 8 6 7 -6 9 18 -11 15 -13 -14 -15 -12 -17 -16 25 20 21 22 23 24 -20 -2 27 29 -29 -27
right_child=4 -3 -4 -5 5 -7 -8 -9 -10 10 11 12 13 14 17 16 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0012297097006285403 -0.012870082523521493 0.0014029769061035435 0.00095605831036936907 0.00013343466212107136 0.00057621040923555968 -0.0019108180070719232 0.00031495187825702499 -0.0023999912293051874 -0.0011803105595441189 0.0024318885693384302 5.2151139041511739e-05 0.0018750678436921468 -0.00077900444588469269 0.0010674191298866949 -0.0010168135194750726 6.7330774663248405e-05 -0.0023728764508639281 0.00026009317909515822 -0.032470848320975347 -6.0330409945439716e-05 0.00012067017263798898 -0.078157551934655178 0.061571277262773186 -0.079812585611540296 0.022227444923307124 -1.8475839186778805e-05 0.00056300033921644348 3.9084009812360262e-05 -0.0019484609870024133 0.0015803093173853582
leaf_weight=0.56279034410135098 0.0034068360837541381 0.51247070509987214 0.8759770894785105 1.505184273257435 0.50241778871622766 0.53149702018524481 2.0126305964410141 0.5126221619233301 0.507980593269166 0.54409547392970292 1.001053599517036 1.02634025903626 1.0074684127965272 1.0114261445523878 0.50371276563964773 0.50119639930039717 0.51473306802179764 1.0131234171164654 0.0016375845397980093 4.5244824883022829 0.50268619344149634 0.018741336082121918 0.0015550194366369396 0.0015484958155345119 0.0045379940869874069 17.708130248754067 1.5127796960132389 2.0137324448120917 0.51811688552788826 0.51678039488216043
leaf_count=432 20 17 46 49 4 129 51 52 21 85 10 36 24 12 6 6 35 98 275 109 27 27 2 11 10 2221 28 85 49 57
internal_value=2.56528e-07 0.000308193 0.000117617 -0.000237539 -2.73759e-05 -0.000371576 -0.000101368 -0.000926851 7.6668e-06 2.51834e-05 0.000302999 0.000126938 0.000431948 1.30434e-05 0.000328661 -0.000562943 -0.00116903 -0.000163944 -4.723e-05 -0.000327828 -0.00260835 -0.0515669 0.00213915 -0.0098258 0.00772304 1.6456e-05 1.84274e-05 -2.12618e-05 -0.000367647 2.68589e-05
internal_weight=41.9749 3.45642 2.94395 2.06797 38.5184 3.55917 3.02767 1.01504 34.9593 34.4513 7.12315 6.57905 4.56207 3.53573 2.52826 2.01698 1.01593 1.51684 27.3281 5.05519 0.530707 0.0280204 0.00927909 0.00772407 0.00617558 22.2729 22.2695 20.7568 2.53185 18.2249
internal_count=4034 544 527 481 3490 236 107 56 3254 3233 312 227 176 140 116 51 41 104 2921 461 352 325 298 296 285 2460 2440 2412 134 2278
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=10 15 5 18 18 15 0 5 0 17 17 17 9 8 0 9 18 8 9 17 0 5 18 6 18 2 18 16 7 16
split_gain=3.37579e-05 0.000107045 0.000103844 7.85228e-05 0.000127096 0.000184884 0.000117546 4.9686e-05 0.000213672 7.03957e-05 0.00030382 8.3233e-05 4.67222e-05 0.000191495 3.815e-05 0.000637816 0.00136733 0.00085574 0.000337295 0.000213121 0.000173741 0.000108015 7.87392e-05 3.539e-05 4.11546e-05 0.000141762 5.1032e-05 0.000203425 7.81813e-05 0.000121222
threshold=62.041548276350007 42.246988155050012 24.218679034200004 13.777522434500002 13.603286548350003 37.870720399650004 86.83719761350001 23.545618314050007 85.963448721100022 188.19076296340003 189.95176274255002 193.10154186985002 193.67618212375001 8.2435668022500028 86.382848189450016 185.44496129890004 12.909082926650003 7.8438787148500007 186.16747084260001 187.06455006835003 86.054856297550018 22.127107789600004 13.142272494650003 16.545386580300001 13.327513832500001 41.467794892200004 13.581061237400002 22.584947186600004 23.514778597300005 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=3 14 -3 4 6 -6 7 9 -9 12 -11 -12 13 -1 20 17 -17 19 -18 -16 22 23 -2 24 -20 -26 27 -27 -28 -30
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 -13 -14 -15 15 16 18 -19 21 -21 -22 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.00026504711897410192 -0.00041346712127779807 -0.0020441423978126622 -3.7833985795328372e-05 -0.0010680350499084037 -0.00010650055942973087 0.0025927167455852824 0.0015675213342379894 2.4910893981100339e-05 -0.0021555618885183668 0.0027415900126034846 -0.00038183046498469907 0.00078637776824462254 0.00019441561188347474 -0.0021076981517715635 -0.030534490767711739 -0.087148587052550297 -0.040999648877725434 0.1000073382627597 0.00061776647545401411 0.027520932304497338 -0.0020285924265973591 0.00083163009243047395 0.0011137991842360242 -0.0005048744329415834 0.036478699841375591 6.6903574468972249e-05 -0.0012015988150755087 -0.0022475148361143327 2.4993376748823466e-06 0.0015656653532912666
leaf_weight=1.0071711019501495 1.0053959735503637 0.52531686457393245 0.50693362689259736 0.51837327385644094 0.50135572730052824 0.51384014171886605 0.51382391533617422 3.3860632310471837 0.51818927735257592 0.5191925879371414 1.5206518257698749 1.0183156093553405 2.0612498806631265 0.51358491284008767 0.0010217502819864096 0.0018000531381500142 0.0020054344096206425 0.0014857646547170589 1.0096558766381516 0.0016590653021015373 0.51400268492216117 1.5185765253136185 0.50819890279596025 1.5189059575054944 0.0010632328921919001 1.5056290513275663 0.51809797484383935 0.50787130626849819 19.223991235077047 0.50924576864417659
leaf_count=21 147 78 62 76 4 37 12 593 24 34 54 24 36 42 391 9 10 12 25 539 48 43 52 45 4 78 48 9 1449 28
internal_value=1.42847e-07 -5.85677e-05 -0.00105885 0.000137134 0.000188878 0.0012597 9.05712e-05 1.86002e-05 -0.000264491 0.000185051 0.000537435 8.67083e-05 -0.0001158 -0.000536269 -2.21446e-05 1.00528e-05 3.85887e-06 0.0391323 9.82044e-06 0.00539403 -0.000440111 1.2946e-05 9.9322e-05 -3.71957e-05 -6.67609e-06 -3.49917e-05 -3.67354e-05 -0.000516869 1.10022e-05 4.28392e-05
internal_weight=41.9727 29.3809 1.03225 12.5918 12.0734 1.0152 11.0582 10.5444 3.90425 6.64017 3.05816 2.53897 3.58201 1.52076 28.3486 26.321 26.3168 0.00416658 26.315 0.00268082 2.0276 26.313 1.51359 24.7945 23.2756 22.2659 22.2648 2.0135 20.2513 19.7332
internal_count=4034 3077 140 957 881 41 840 828 617 211 112 78 99 63 2937 2690 1748 942 1739 930 247 1729 199 1686 1641 1616 1612 87 1525 1477
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=8 16 4 8 19 3 2 5 7 7 17 7 18 18 13 19 15 6 16 6 6 6 6 17 7 3 15 17 12 14
split_gain=3.93858e-05 3.4435e-05 0.000126586 4.35484e-05 8.68755e-05 4.61291e-05 0.000182231 0.000572728 0.000223228 9.49891e-05 8.50153e-05 0.000149741 8.4281e-05 0.000422018 0.000162694 0.000236205 7.70061e-05 7.02266e-05 5.01151e-05 4.75481e-05 6.25668e-05 4.30617e-05 3.68697e-05 3.41668e-05 0.000264341 8.57292e-05 0.000100508 8.00627e-05 7.96832e-05 0.000344169
threshold=8.8430989333000021 22.764946765650006 142.34057910165004 8.7431769115000026 14.151141757350002 93.281431752200021 106.79778736115001 22.629964856950004 22.977992916200005 22.381996090050006 185.45496942040003 23.397000037200005 13.4793103924 13.531614672700002 117.55283175385001 14.251149826300002 37.491361913600009 16.565387047600002 22.674946976100003 16.525386113000007 16.495385412050002 16.485385178400005 16.525386113000007 200.11066131620001 24.123805364200006 81.105404879350019 27.063546193350003 199.72613295375004 92.218642671200016 177.36626049935003
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 -8 -9 -7 -11 -12 14 -14 16 -16 -4 18 22 20 21 -10 23 27 -25 -26 -27 28 -15 -30
right_child=-2 -3 3 4 -6 6 7 8 19 10 11 -13 13 17 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.021195444717728787 -0.00085280232525528066 0.00078836269941519603 -0.00016664170014495344 -7.9146778356525545e-05 0.0011163077872773399 -0.00030814410549016044 -0.0037382747055175803 -0.0021916451905142076 0.00014524285079457188 0.00011805656667672061 0.0025977684618481984 0.0001773872142134568 -0.0028855429374272873 -0.00041213859655657718 -2.5954435110778919e-05 0.0029981539034812533 0.00070586007977124462 0.0011760788297857042 0.00097420606954341489 -0.00059229300369541954 0.00084156519693557154 -0.00092149600245470967 -0.00062411986934048818 -0.0023305032754866776 -0.0012633607501929675 0.001421758708627879 -3.2122702380450576e-05 0.0013163358123555293 0.0026545581370191538 3.9139555103044307e-05
leaf_weight=0.002817418586764541 0.53446939923804748 0.56232843972793389 3.008701853923454 1.5032666856714052 1.0206233751838096 1.3624546351392708 0.52452739640554291 0.5237144960255441 1.5137797937973858 1.004435161361471 0.52229393760171638 0.50059413909912109 0.51254824705636437 3.0283017595892874 0.50620394368888788 0.52735714075242868 1.5239231211839976 0.50946317551834752 0.50534558290200848 1.0080980269726039 1.0134630248716692 0.50454958369618896 1.0072106577777038 0.52996193522285384 0.51015392124058134 0.51619923252636812 6.02943308772472 0.51018670686078493 0.52947518017735973 10.116134775526582
leaf_count=23 201 49 92 15 36 135 106 491 76 10 57 2 16 126 5 35 46 17 33 24 17 12 14 86 538 67 264 24 44 1373
internal_value=1.51364e-07 1.11529e-05 4.60696e-07 1.92177e-06 0.000404277 -2.45591e-05 -0.000230428 -0.000608847 -0.000249159 0.000337587 0.000771548 0.00141325 3.38709e-05 -4.65149e-05 0.000384871 0.00151705 0.000126704 1.46463e-05 -1.07681e-05 2.65628e-06 0.000200482 -0.000121425 -3.26213e-05 -5.25483e-06 -0.000176562 -1.47793e-05 8.25328e-05 8.63615e-05 4.047e-05 0.000169221
internal_weight=41.972 41.4375 40.8752 40.8724 2.52389 38.3485 8.47791 5.08813 4.5636 3.38978 2.02732 1.02289 29.8706 24.3044 5.56619 1.03356 4.53262 23.7919 23.2824 4.03989 3.03179 2.01833 22.7771 21.7698 7.58575 7.05579 6.54563 14.1841 13.6739 10.6456
internal_count=4034 3833 3784 3761 51 3710 930 726 620 204 69 59 2780 2602 178 40 138 2586 2569 129 105 88 2536 2522 955 869 331 1567 1543 1417
is_linear=0
shrinkage=0.1


Tree=969
num_leaves=31
num_cat=0
split_feature=8 16 0 12 7 8 5 18 3 7 18 9 17 5 12 8 7 2 5 3 6 0 7 7 8 6 7 19 17 12
split_gain=3.1887e-05 2.91931e-05 0.000159252 8.15209e-05 3.95147e-05 7.31028e-05 6.80492e-05 4.97914e-05 8.02024e-05 0.00169768 0.000304666 0.000231422 3.93901e-05 3.57173e-05 0.000248667 8.10615e-05 0.000128415 0.000350583 0.000123072 5.97307e-05 0.000150269 6.04233e-05 5.33545e-05 6.01548e-05 4.67178e-05 0.000218817 0.000140189 9.50524e-05 8.96629e-05 6.12603e-05
threshold=8.8430989333000021 22.704946905950003 85.121961326250016 63.174563425750001 22.516377366000004 8.2435668022500028 11.474061108350002 13.043896815850003 93.72771580185001 22.545611589100002 13.091807150500001 200.52256857420005 184.37225457675004 21.991679690250006 183.50495173450003 8.3434888241000014 23.271765593750004 199.66651340635002 24.279163357700003 93.281431752200021 16.555386813950005 86.420486603250012 23.9417051038 24.123805364200006 8.543332867800002 16.525386113000007 23.667467222350002 14.151141757350002 183.92349703790003 82.696898122450008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 5 -5 -6 12 9 -9 -11 -10 -8 19 -15 18 -17 -18 -16 21 -21 -12 -19 -24 25 29 -26 28 -28 -23
right_child=-2 2 -4 4 6 -7 7 8 11 10 13 -13 -14 14 15 16 17 22 -20 20 -22 24 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.021789372944721039 -0.0007671017957485807 -0.0003972902808273977 0.0017564900633753669 0.0002287832305836545 0.02217218533368177 -0.0014645103626006271 -4.5489153413180201e-05 0.10005600404471632 -0.0024461405367233961 0.026249010237628035 0.0010599789515851488 0.00015469080668163826 0.00076219629943052132 0.0023053546605303343 -0.001865957322790603 -0.00036748709969285694 0.0021217238597697292 -0.00044419556102076851 0.00032886394908427562 -0.0020039940279049633 0.00042855986524407855 -0.0011313757228722326 0.0012630896550944379 -0.00027837748662279822 0.0018088477150427996 -0.002141940390244461 0.00019431777948153499 0.00043144986889182501 -0.0016866666362791744 -2.1769355682697685e-05
leaf_weight=0.0017178833814800445 0.53475056705005286 0.86967098485547356 0.5672198965876305 0.50900328888047996 0.001385569732952229 0.51083354260210456 1.0037947744636322 0.0016960963589828229 0.51825275643586977 0.0044235302848382166 0.5072652105664045 1.0066614434908272 1.5153331127575409 0.52020784654451002 0.51809008871929652 2.5174733817802917 1.0291078592199485 1.5123624535681304 0.50403330547760561 0.51405440186135709 0.50188582623377442 0.50950150104256664 0.50721802699263185 0.50544053813008638 0.52167110084428614 0.51068525386233332 0.50171337705251084 2.0140835710049032 0.51207601999665942 21.219863027544868
leaf_count=12 201 41 43 781 898 64 18 3 100 9 16 29 29 23 65 44 22 21 14 39 3 49 13 48 31 18 6 56 49 1289
internal_value=1.65114e-07 1.00669e-05 0.000452925 -5.84168e-06 -4.90609e-06 -0.000619383 1.11712e-05 1.03834e-05 -1.93266e-05 1.16622e-05 6.80446e-06 -0.00072922 0.000440359 3.48084e-06 0.000195012 4.02528e-05 0.000178951 0.000566006 -0.000783639 -4.99118e-05 -0.000802285 -2.0845e-05 -6.80494e-05 0.000493709 -4.21041e-05 -9.58738e-05 0.000294796 3.39401e-05 -0.000755788 -4.7787e-05
internal_weight=41.9715 41.4367 1.43689 39.9998 39.9981 1.01984 38.9783 38.9769 36.4578 34.9329 34.9312 1.52491 2.51913 34.9267 7.61393 7.09373 6.0716 3.55413 1.02212 27.3128 1.01594 26.2969 2.52502 1.01266 25.7896 22.24 3.54954 3.02787 1.01379 21.7294
internal_count=4034 3833 84 3749 3737 845 2892 1994 1947 1818 1815 129 47 1806 250 227 148 104 79 1556 42 1514 82 61 1498 1356 142 111 55 1338
is_linear=0
shrinkage=0.1


Tree=970
num_leaves=31
num_cat=0
split_feature=5 5 17 16 0 19 9 6 19 7 6 8 10 5 9 3 0 13 7 5 15 8 15 15 8 6 18 12 6 16
split_gain=4.36763e-05 5.79774e-05 0.000110833 3.3177e-05 0.000136756 4.53063e-05 0.000244642 0.000143025 7.57639e-05 0.000548231 0.00111191 0.000320452 0.00030158 0.000139385 0.000267392 5.12281e-05 0.000106899 9.68702e-05 0.00102064 0.000211402 0.000136896 0.000210027 6.95136e-05 0.000134959 6.24332e-05 4.38919e-05 9.49977e-05 8.31262e-05 5.52104e-05 0.000223839
threshold=25.568932055400001 24.453399453300005 187.77231677760003 22.704946905950003 85.121961326250016 14.551174033150001 201.32298960505003 16.485385178400005 14.451165964200003 22.356277907050004 16.495385412050002 8.3434888241000014 65.611820673600008 22.783584484750005 196.64273721640004 93.499196860750018 85.877418060900013 117.67650082785001 22.407814303000006 23.626838821450004 41.195083317300011 8.543332867800002 39.883592142850006 39.296024648600003 8.6432548896500023 16.465384711100004 13.065205089100003 194.21446734015004 15.975373262050001 22.534947303500005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -5 8 7 -7 9 10 11 12 -1 14 -10 17 -17 18 -11 20 22 -22 23 25 -24 28 -27 -28 -20 -30
right_child=-2 2 -4 4 -6 6 -8 -9 13 15 -12 -13 -14 -15 -16 16 -18 -19 19 -21 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=-0.057954836416619485 0.00091336426490060563 0.00029595220698766295 -0.0017948651953674961 -0.00030978807246885413 0.0016886976365163881 -0.0024584100584458435 0.0014057097149374823 -0.00041440752728449975 0.00083996338925697842 0.099642165780928424 -0.089085384947552346 0.04728484487003045 0.018902726846953374 0.0020036334630919163 -0.0017784524452124709 -5.4437305590556333e-05 -0.0012391500054400515 0.0009889750704199585 -3.7557761106673393e-05 -0.0020200784219965048 0.0025803773554299819 0.00010320001438411262 -0.00162341504951714 0.001613993495587473 -4.9704168601179998e-05 0.00024758452375769706 -0.0014356290817972709 -0.00015423935991943865 0.0023011999911451797 2.870346604861524e-05
leaf_weight=0.0010033647193368653 0.51731198429903358 0.50297036686224694 0.5112360206901152 0.86623979713718202 0.56623075199240702 0.51649765216926313 0.52054721876538668 1.015208795230137 1.5210309510503046 0.0010278028226292637 0.0020832226475227672 0.0011425109041738324 0.0010394310452195243 0.51892628924335493 0.52449081365966765 3.0205597772434585 1.0184300361765677 1.0097307572141279 19.218951146509344 0.51440338580186917 0.51933006755262212 1.0038550317076156 0.50711936301067584 0.51112697679263774 0.50129821697828447 1.503429013420827 1.0232822609880403 1.0019911135705113 0.52406855962317367 2.5064081058590091
leaf_count=108 542 68 61 54 41 55 48 33 48 9 39 8 162 52 73 76 31 8 2162 26 48 15 45 11 7 8 32 20 111 33
internal_value=1.90376e-07 -1.12054e-05 -0.000757976 7.52336e-06 0.000480179 -9.83417e-06 -0.000467162 -0.00110365 1.55632e-05 -2.35367e-05 -0.032279 0.0048729 -0.0188476 0.000539908 0.000168577 -1.85944e-05 -0.000353162 2.59358e-05 -7.21119e-06 -1.07025e-05 2.51614e-05 0.000947794 -2.63206e-05 4.93318e-06 -0.000841102 -2.69712e-05 -0.000354627 -0.00080167 2.49943e-05 0.000421692
internal_weight=41.971 41.4537 1.01421 40.4395 1.43247 39.007 2.05225 1.53171 36.9547 34.3903 0.00526853 0.00318531 0.0020428 2.56445 2.04552 34.385 4.03899 30.346 29.3363 29.3353 28.8209 1.52319 27.2977 26.2893 1.00842 25.7781 3.5287 2.02527 22.2494 3.03048
internal_count=4034 3492 129 3363 95 3268 136 88 3132 2959 317 278 270 173 121 2642 107 2535 2527 2518 2492 63 2429 2377 52 2366 60 52 2306 144
is_linear=0
shrinkage=0.1


Tree=971
num_leaves=31
num_cat=0
split_feature=16 10 17 3 5 15 7 18 0 19 5 15 17 7 12 10 2 3 0 7 3 13 13 13 13 13 3 3 13 3
split_gain=5.96647e-05 0.000485637 0.00430095 0.00173964 0.00205559 0.00154888 0.00144714 0.00149396 0.000609724 6.92927e-05 7.7721e-05 4.30395e-05 0.000159212 6.33492e-05 4.99655e-05 0.000218992 0.000156017 0.000153783 0.000119591 5.57844e-05 0.00138137 0.00158488 0.00111941 0.000923108 0.00168898 0.000916503 0.000147578 0.000338729 0.000130951 0.000268115
threshold=12.604970524100002 61.622148808000013 190.94474013770002 95.346167596350014 30.284449345300001 36.548474543700003 21.725272673150005 11.928667296000002 76.451683855550016 14.651182102100002 21.089169479000002 45.169600924000008 192.41413881610001 23.203497038450006 216.11788648010003 61.93938686740001 185.72519583365002 93.394346993650018 86.479632682150012 23.604435110900003 93.023339771650015 117.28936285705002 117.38883580790001 116.86189801435002 116.19247193985002 117.51519334005 87.955596195750019 85.788698942600021 102.94912718925001 82.081315180750025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 8 7 -6 -5 11 -11 14 13 -13 16 -16 -3 18 -17 -20 21 23 -23 24 26 -24 27 28 -21 -30
right_child=1 9 -4 4 6 -7 -8 -9 -10 10 -12 12 -14 -15 15 17 -18 -19 19 20 -22 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.020984648126205416 0.065979523835205278 1.7175848426341744e-06 -0.079821646311550074 -0.050037811700598595 0.05325592770685228 -0.10003862282484872 0.10001324442802498 -0.088965803264454857 0.045740233762775549 -6.8581058848864976e-05 0.0016732842387055516 -0.00097326796178804655 -0.0019656591014605637 0.00031895391694843663 0.0022724393985565209 0.0017324625750899502 -0.0017590511529608222 -0.0015421135815976204 -0.00018644187422926315 -0.021886775395666982 -0.00010451165849588197 0.086877298495373734 -0.033882408726695012 -0.041429438772180423 0.10001906149896958 0.068885624628568773 0.022492437138909138 -0.056434282223815281 0.048183454074008487 -0.010691236874717422
leaf_weight=0.0013548539083306768 0.0046353033103080374 33.816281726529311 0.0069865464095641974 0.0011562070935284829 0.0017502464952685592 0.0028991842482355423 0.0021854635342606343 0.001277836063810156 0.0015634171705147804 0.50169182201352558 0.52340267052275635 0.50723296097937698 0.52269252050380544 1.5050212465666843 0.51543983675514038 0.51027574540057763 0.51083388234540805 0.50900128071558581 2.0011291091512389 0.0015068180323008495 0.50129125245439354 0.0053646396372641902 0.0018588512505175459 0.0033944192655326342 0.0020413162674230989 0.0016276640155865607 0.0018461148438291275 0.001236995276997277 0.0013284112252875957 0.0018517282162125448
leaf_count=930 5 1714 37 209 99 32 7 29 37 8 46 68 113 12 25 10 67 33 57 220 4 9 17 12 18 30 28 25 39 94
internal_value=1.87818e-07 8.65259e-07 -0.0147016 0.0147123 -0.00722565 -0.0491872 0.0379977 -0.00676095 0.00502165 8.73562e-06 0.000820797 -1.16069e-05 -0.00041069 -6.77905e-06 1.47477e-05 0.000346524 -2.4485e-05 6.63995e-05 0.000336186 5.39548e-05 0.000973161 0.0254656 0.0582077 0.0035202 0.0190713 0.0140944 -0.0021949 -0.00988836 0.00239618 0.013902
internal_weight=41.9702 41.9688 0.0224542 0.0154677 0.0108324 0.00561881 0.00521355 0.00302808 0.00271962 41.9464 1.02509 40.9213 2.53495 2.01225 38.3863 4.05919 34.3271 3.54375 3.03475 2.52448 0.523348 0.022057 0.00885115 0.0132058 0.00981138 0.00348652 0.00777007 0.00592395 0.00468696 0.00318014
internal_count=4034 3104 455 418 413 278 135 128 246 2649 54 2595 193 80 2402 621 1781 596 563 553 496 492 56 436 424 47 406 378 353 133
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=16 10 17 3 9 7 15 7 18 19 6 8 14 8 19 8 19 13 16 18 10 7 16 6 8 0 7 8 16 18
split_gain=4.85545e-05 0.000422331 0.00372863 0.00147529 0.0018185 0.00169056 0.000592168 0.00049892 0.000197553 5.61524e-05 8.55959e-05 3.8941e-05 8.83532e-05 4.45334e-05 6.91881e-05 3.38128e-05 6.40984e-05 8.68697e-05 4.53822e-05 0.000875229 9.18391e-05 0.000319002 0.000778638 4.15138e-05 3.9972e-05 0.000137687 0.000430333 6.08917e-05 0.000486491 0.0001509
threshold=12.604970524100002 61.622148808000013 190.94474013770002 95.346167596350014 227.07958281845004 20.873561687950005 35.098844929350008 21.725272673150005 11.644643452600002 14.651182102100002 16.415383542800004 8.8430989333000021 143.06733454090002 8.7431769115000026 14.151141757350002 8.6432548896500023 14.351157895250003 117.72489307420001 22.724946859200003 12.766412759450001 61.93400995115001 22.156669449150005 22.644947046300004 16.585387514950003 8.543332867800002 86.643628628100018 23.032902590750002 8.4434108459500017 22.584947186600004 13.777522434500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -5 11 -11 12 -3 15 -15 18 17 -17 19 -14 -21 22 -22 24 27 -26 -27 -23 29 -29
right_child=1 9 -4 4 -6 7 -8 -9 -10 10 -12 -13 13 14 -16 16 -18 -19 -20 20 21 23 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.018969982801679917 0.062087225814162567 -0.017787900955045125 -0.076709177561299358 -0.037255452269011925 0.1000084574820501 -0.10004918470005808 0.078392519001817512 -0.034638358462554107 0.017909795910694803 -0.00018738211044473589 0.0016408479386543972 -0.00086953564185274733 -0.086480976240917717 -2.2483154782946878e-05 0.0010445623385469422 -0.0019045421568742408 -2.2306340743787068e-05 -5.4152558226894172e-05 0.00071809492260796796 -0.0013194829369077617 0.021193045215524228 3.3584377494345044e-05 -0.10007024928815988 -0.00088506793786846671 -2.1807338422794908e-05 -0.0007714204293679406 0.0033179990460001623 0.0010793226471662795 -0.0031918508885547176 -0.00049242895761563094
leaf_weight=0.001349187767337833 0.0044436618336267117 0.0027919568164936895 0.0065653099749169988 0.001046383577162302 0.0013730361097259456 0.002155173032555302 0.0013213336860644631 0.0025408554206478584 0.0017100566757317637 0.50531034665806263 0.51923560947398073 0.52082436064502857 0.0011706297934414014 1.5038331614850897 1.0197090094854671 0.5152667146136285 2.0569568708947958 0.49981884658336639 0.86518467214045713 0.52912774250772443 0.0010703546601565908 25.774333871171123 0.0010479349439265206 0.50934657623828528 3.0163783387804819 0.50377688221124095 0.52600077074898399 1.0190636472034391 0.530512224757686 1.5248135199335795
leaf_count=930 5 14 37 152 6 25 7 26 197 14 40 117 98 15 34 46 36 2 16 70 184 1619 3 15 56 13 68 40 56 93
internal_value=2.01994e-07 8.11866e-07 -0.0141246 0.0140366 -0.00700644 -0.0237535 0.0233524 -0.0646577 -0.00303171 7.93622e-06 0.000739157 -1.03715e-05 7.04557e-07 1.93397e-06 0.000408687 -2.5168e-05 -0.000343191 -0.000993427 2.9046e-06 -1.53285e-05 -1.23458e-05 8.35808e-06 -0.0387969 1.08189e-05 2.46908e-05 0.000319035 0.00131742 -1.65922e-05 -0.000437251 0.000137206
internal_weight=41.9681 41.9667 0.0211558 0.0145905 0.0101468 0.0087738 0.00407777 0.00469603 0.00275644 41.9456 1.02455 40.921 40.4002 40.3974 2.52354 37.8739 3.07204 1.01509 34.8018 33.9366 33.9355 33.4063 0.00211829 33.4042 32.8949 4.04616 1.02978 28.8487 3.07439 2.54388
internal_count=4034 3104 455 418 413 407 356 51 349 2649 54 2595 2478 2464 49 2415 84 48 2331 2315 2217 2147 187 1960 1945 137 81 1808 189 133
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=16 10 17 5 7 7 15 18 19 5 15 9 12 10 3 2 7 0 7 3 13 13 13 13 13 3 3 13 3 5
split_gain=3.94791e-05 0.000361677 0.00321741 0.00133777 0.00203797 0.00167652 0.000515341 0.000134259 4.55142e-05 7.7952e-05 3.50716e-05 0.000169305 5.24543e-05 0.000195721 0.000130101 0.000124729 0.000143458 9.20678e-05 7.93764e-05 0.00114679 0.00138712 0.0010317 0.000773976 0.00076226 0.00154786 0.000121241 0.00028555 0.000106901 0.00022876 4.20863e-05
threshold=12.604970524100002 61.622148808000013 190.94474013770002 23.455765688150006 21.725272673150005 20.873561687950005 35.098844929350008 11.644643452600002 14.651182102100002 21.089169479000002 45.169600924000008 195.41812862360004 216.11788648010003 61.93938686740001 93.394346993650018 185.72519583365002 21.147833206800005 86.479632682150012 23.604435110900003 93.023339771650015 117.28936285705002 117.38883580790001 117.51519334005 116.86189801435002 116.19247193985002 87.955596195750019 85.788698942600021 102.94912718925001 82.69159517635002 23.545618314050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 6 7 -5 10 -10 12 -12 15 -14 17 16 -3 -15 -19 20 23 -22 -23 24 25 26 27 -20 -29 -18
right_child=1 8 -4 4 -6 -7 -8 -9 9 -11 11 -13 13 14 -16 -17 29 18 19 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.017134841129167151 -0.061863657194094528 0.033226533316149373 -0.073340026563662702 -0.034003196701880463 0.064504315985994959 -0.10004806958249915 0.073726207891640472 0.012161199755760388 -0.00022555662569442164 0.0015197917994028115 4.7885663500660264e-05 -0.0019691714038992223 0.0021758029156160189 0.001563874646024037 -0.0013890014840815701 -0.0015757546233341102 1.4485076924109843e-05 -0.00019639833784700314 -0.019802717845948503 0.0002245223337986717 0.084617181570724731 -0.030767576883112331 0.065083708677428354 -0.037828662894026796 0.10001717209740486 0.020409318443710855 -0.05257503819046852 0.039046604314603349 -0.014874024389839076 -0.00069253244033675842
leaf_weight=0.0013445768479617417 0.0020281844744982633 0.0012992035811468785 0.0061996678565208177 0.0010325878915181663 0.0063862584724461158 0.0017288693439561076 0.0011753414728445932 0.0016157621670160882 0.501164367662567 0.52287919229752333 2.0107459265635526 0.52472972793207429 0.51509571658092745 0.50969432339479759 0.50948921150323956 0.51142390661725912 32.949769365399035 2.0009955640227837 0.0015000887240982919 0.50239427154883742 0.0049778678621805739 0.0018400669144966741 0.0015537849597535569 0.0033335717453155675 0.0018435647452861303 0.0018349063602727256 0.001198570458825543 0.0016062654856199288 0.0015422710628784642 0.86401613348925721
leaf_count=930 26 229 37 152 22 21 5 192 8 46 75 118 25 10 33 67 1463 57 220 4 9 17 30 12 18 28 25 44 89 22
internal_value=1.5001e-07 6.99022e-07 -0.013388 0.0132235 0.0259794 -0.01833 0.0186186 -0.00583823 7.13617e-06 0.000665623 -9.34243e-06 -0.000369555 1.44507e-05 0.000354403 8.96606e-05 -2.57466e-05 -2.30404e-06 0.000337941 9.04385e-05 0.00118656 0.0239516 0.0556307 0.0131154 0.00332768 0.0177306 -0.00201665 -0.00905413 0.00216701 0.0126343 -3.58077e-06
internal_weight=41.9664 41.9651 0.0201667 0.013967 0.0119388 0.00555256 0.00382369 0.00264835 41.9449 1.02404 40.9209 2.53548 38.3854 4.0589 3.5438 34.3265 33.8151 3.03432 2.52462 0.523625 0.021231 0.00837172 0.00339385 0.0128592 0.00952567 0.0076821 0.0058472 0.00464863 0.00314854 33.8138
internal_count=4034 3104 455 418 392 370 349 344 2649 54 2595 193 2402 621 596 1781 1714 563 553 496 492 56 47 436 424 406 378 353 133 1485
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=16 15 4 5 17 10 6 10 2 15 17 5 2 9 19 7 7 18 17 17 17 17 17 7 4 7 3 3 10 5
split_gain=3.54942e-05 9.26592e-05 0.000341331 0.000102193 7.97504e-05 0.000133198 6.68253e-05 6.06722e-05 0.000144908 0.000141111 6.1774e-05 5.26848e-05 0.000142205 5.07954e-05 0.00296937 0.00125633 0.000344269 0.000652055 0.000219147 0.00131649 0.00125284 0.00108312 0.000240453 7.3752e-05 9.30697e-05 5.3724e-05 0.000252991 6.80925e-05 6.24895e-05 0.00011649
threshold=22.634947069650003 43.890399822900008 313.22340827140005 23.195398057700004 199.03437346465003 62.084563606450011 16.435384010100005 61.982402197500001 188.47750099235003 42.841315546000011 188.83172615260003 21.500664456800006 186.79363985910004 187.11236276785004 14.351157895250003 22.720542346200002 22.156669449150005 12.909082926650003 204.75389752000004 185.24175881545003 193.46017548480003 179.11813834395002 188.01568060980003 22.747724408400003 168.01744813895002 23.445318439400001 92.781378539900018 93.281431752200021 61.993156030000002 21.633008747850003
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 5 6 -2 8 9 11 -9 -8 -13 14 18 -16 -15 -18 19 21 22 -1 -21 24 -19 26 -25 -27 -28 -30
right_child=4 2 -4 -5 -6 -7 7 10 -10 -11 -12 12 -14 16 15 -17 17 23 -20 20 -22 -23 -24 25 -26 27 28 -29 29 -31
leaf_value=-0.044128353476556664 0.00083370689118249242 -0.0029069592949877762 5.6929477670649335e-05 0.0013907575581653007 0.0013821829306174642 -0.00097792629218144186 9.4809952074507184e-05 7.513229393716493e-05 -0.0017156056099771621 0.0011859086975600261 0.0010840493396644863 -0.0019115917930798581 0.00040150439916434113 -0.052934481695304084 0.025480298273156718 0.10002836216230721 -0.045618877134719793 9.0212471219717593e-05 0.00021790105870142875 -0.086971392475227657 0.036397967789525185 0.071087055810958255 -0.037369916641333316 0.0023303414371890758 -0.001818792933051059 -5.2202495803573503e-05 0.00075072343231542664 -0.0012256512690401386 0.00041037148478445567 -0.00066585176132032099
leaf_weight=0.0012327838370163246 1.5231112833971572 0.522342848425977 1.517004577532991 0.5150075865520084 0.51333887402063361 1.0157939625409174 1.5070017687685329 1.5096792672206905 0.51247711275852781 0.87220249775759828 1.0148048095134781 0.56504718082052796 0.50183407543227077 0.0012307785353112824 0.0053332765073719202 0.0039238818317244295 0.0031391191841966251 0.50512087102834502 0.50096843492737597 0.0029818911965177374 0.0014486112436838412 0.0024130286031485331 0.0014538301229290842 0.537523121430726 0.51654360448628722 22.251919289756575 1.0112021016011565 0.50574487968333315 2.0080552378894936 2.0148871661294834
leaf_count=299 46 80 81 563 67 32 30 37 40 32 31 79 3 15 24 24 11 20 185 82 221 124 117 94 40 1527 15 8 65 42
internal_value=1.72647e-07 -4.96966e-05 -0.000702218 -5.90878e-06 0.000169778 0.000100793 0.000237658 9.76232e-05 -0.000146677 8.66433e-05 0.000480702 -0.000285861 -0.00082357 -2.99855e-05 0.000949959 0.0570794 -4.7336e-05 -4.51185e-05 -6.78676e-05 -0.0150898 -0.0443453 0.0321285 -0.0707143 -4.02444e-05 -0.000874962 -1.01412e-05 0.000268174 -7.82801e-05 4.79854e-05 -0.000128654
internal_weight=41.9648 32.4295 2.03935 30.3901 9.53529 9.02195 8.00616 6.48305 3.95856 3.44609 2.52448 2.57388 1.06688 29.8751 0.519756 0.00925716 29.3554 29.3541 0.510499 0.00953015 0.00588433 0.00364581 0.00443572 29.351 1.02166 28.3293 5.57167 22.7577 5.03414 4.02294
internal_count=4034 3637 161 3476 397 330 298 252 184 144 68 112 82 2913 1076 48 1837 1822 1028 843 420 423 199 1811 60 1751 216 1535 122 107
is_linear=0
shrinkage=0.1


Tree=975
num_leaves=31
num_cat=0
split_feature=15 15 10 5 12 9 8 5 8 5 8 10 7 3 10 7 0 2 9 13 16 16 15 5 19 5 5 15 12 12
split_gain=4.8793e-05 2.91328e-05 0.000100376 5.16915e-05 5.95038e-05 0.000164945 0.00167082 0.0004374 5.38168e-05 9.73703e-05 4.96069e-05 6.65378e-05 0.000568393 0.0010692 8.69292e-05 0.00101473 0.000137073 0.000305834 0.000668898 0.000117789 0.000330207 0.000423001 9.40073e-05 0.000150043 6.65237e-05 0.00014202 3.91804e-05 2.97456e-05 3.93578e-05 0.000166649
threshold=15.185464173000002 46.683480308100009 61.977025281250008 24.279163357700003 63.174563425750001 179.18874144770004 7.943800736700001 14.943099738200003 8.8430989333000021 12.451585980350002 8.7431769115000026 61.853356207250009 21.946499523750003 76.172084209950015 61.987779113750001 22.381996090050006 86.479632682150012 108.24034454255001 204.02774515060003 117.55283175385001 22.594947163200004 22.604947139800004 42.246988155050012 24.218679034200004 14.151141757350002 23.545618314050007 25.568932055400001 41.195083317300011 147.88310320375004 144.57070813310003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 26 4 -2 6 7 -6 9 -7 11 -11 -13 -14 16 -16 17 -15 -19 22 -21 -22 27 -24 -12 -26 -3 28 29 -17
right_child=1 2 -4 -5 5 8 -8 -9 -10 10 24 12 13 14 15 19 -18 18 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.020357572246414515 0.015375136451721193 -0.00047897568264128196 -0.0015748114704840087 0.001005078315587028 -0.010352972303929672 0.026544772878856461 -0.10004784450069625 0.076183073369252133 -0.001002906213163782 0.00085004507574667077 2.2552684746425404e-05 0.063757788763102993 -0.10001715775208718 -2.2556152302677674e-05 -0.057097209049304244 1.715732371502652e-05 0.00028778159798151356 -0.0047159197594634963 0.00037548242278942522 -5.1077605905818166e-05 -9.2129494618279756e-06 0.0040185404115653531 -0.0021655597299009683 0.00025612858065316097 0.0022267331117845376 -0.00013392627298664962 0.00076694609430472637 0.00042671192621032542 -0.00016143613746605421 0.0018532939258077861
leaf_weight=0.0011773403557943088 0.0025179129488596122 0.50230944210368367 0.50934466053640415 0.52134504882030697 0.001161671495549533 0.0013836275074713402 0.0015773230188642628 0.0011747901267770572 0.52394813930224771 0.87216582657856534 1.50428624376218 0.0013967013219290383 0.0010695784718625081 1.553349318284748 0.0031098475228671365 13.173513731974889 1.5178069326727834 0.5312257427056577 0.50176968064624816 2.5098725627730967 0.50626348145306088 0.53766010142680898 0.52300290387947856 0.50085818767547607 0.51954435530205934 0.50022052307394915 0.50731129783732365 1.5085564083761145 12.111684092693533 0.51357140320351291
leaf_count=731 21 21 92 581 370 87 14 157 114 31 15 5 77 28 23 677 35 44 3 31 7 63 74 2 28 14 23 22 611 33
internal_value=1.98521e-07 -3.72638e-07 -0.000430316 1.57748e-05 2.85566e-06 1.88608e-06 -0.0205263 0.033158 3.89886e-06 1.72901e-05 1.63584e-05 -1.30049e-05 -3.39169e-05 -3.63923e-05 -3.34212e-05 2.23328e-05 -0.000466614 -0.000909333 -0.00224281 2.79038e-05 0.000570586 0.00206523 -4.01689e-05 -0.000980904 0.000445244 0.00106877 0.000147071 -4.89698e-06 -3.01349e-05 8.60535e-05
internal_weight=41.9642 41.963 1.51897 40.444 39.9227 39.9202 0.00391378 0.00233646 39.9163 39.3923 39.3909 36.8669 35.9947 35.9933 35.9922 31.8881 4.10415 2.58634 1.033 31.885 3.5538 1.04392 28.3312 1.02386 2.52405 1.01976 1.00962 27.3073 25.7988 13.6871
internal_count=4034 3303 136 3167 2586 2565 541 527 2024 1910 1823 1766 1735 1730 1653 1543 110 75 47 1520 101 70 1419 76 57 42 44 1343 1321 710
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=16 13 5 5 7 10 2 17 19 5 3 15 16 13 9 10 7 5 5 6 9 6 9 0 7 10 18 5 3 7
split_gain=3.76348e-05 3.35943e-05 2.44541e-05 6.56402e-05 0.000271342 0.00160259 0.00189246 0.000129308 6.22312e-05 3.3549e-05 0.00044706 5.30335e-05 9.79836e-05 5.42084e-05 0.000145284 0.000111134 0.000108359 5.38812e-05 8.06952e-05 3.60725e-05 0.000116231 8.72476e-05 0.00010728 0.000109474 0.00015629 7.75325e-05 0.000281977 0.000247385 6.15306e-05 0.000114016
threshold=12.604970524100002 98.050756475600011 25.568932055400001 24.453399453300005 20.861906850000004 61.622148808000013 122.61368745920002 187.77231677760003 14.651182102100002 24.279163357700003 76.172084209950015 45.169600924000008 22.654947022900004 117.63886241405002 194.56033515110002 61.977025281250008 23.604435110900003 23.455765688150006 22.938948824900006 16.455384477450004 190.73543849905005 16.565387047600002 205.67007911670001 86.054856297550018 23.9417051038 62.041548276350007 12.867440043550003 22.387336278850004 93.281431752200021 22.381996090050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -5 9 10 -7 13 -13 15 -15 -12 -16 18 19 25 -21 22 23 -22 -25 27 -27 -17 29 -28
right_child=1 2 -4 7 5 8 -8 -9 -10 -11 11 12 -14 14 16 17 -18 -19 -20 20 21 -23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.016791056163181807 -0.016330162552439489 0.04873381193952854 0.00068577990954860881 0.0003354467466754407 0.010456475454819189 -0.061798807839792115 -0.10011587468779092 -0.0019241864927514426 0.0011042033889581396 0.00081136010306070256 -0.0014935189123976061 -0.001689963519605979 0.0002764589801964251 -0.00035638722301051576 0.0013473933852046029 0.0024407688711864466 0.00015252217483278111 -0.00072657697942571148 0.0012528449087181393 0.00058732832663950301 -0.00010130656669160446 0.0002638884350365427 7.9153955462993642e-05 -0.0022489030118299437 -0.00049097852969141821 0.04312559042421972 0.033731352085471983 -0.00067619266837907512 -0.0010701254822388874 3.7232527500311388e-05
leaf_weight=0.0013347836447995523 0.0012596026110064376 0.0011430595746862995 0.51539203350038221 0.5029433492061739 0.0028038673838385311 0.0011707686662408836 0.0034554244452920102 0.51011092317701157 0.52167091085496409 0.50922765302546835 0.51136583823632875 0.5124686111400496 0.50123997419132138 1.9232048319463491 1.5294327125793645 0.51792544564523868 1.5066147808392996 1.011159380618962 0.5179885135161183 1.5153658211051197 1.0044114937336419 1.5185315121802849 1.5012750797486658 1.0213508210727016 1.0018175989949325 0.0015172314201156159 0.001004327919796987 0.50088218075688928 0.51190344794229048 22.283483435633258
leaf_count=930 280 74 523 63 21 52 27 60 45 41 21 42 8 54 28 40 22 27 33 35 12 57 20 31 18 59 57 4 62 1288
internal_value=1.76247e-07 7.10363e-07 1.20059e-06 -7.31244e-06 1.2608e-05 1.12305e-05 -0.0505847 -0.000802364 1.90647e-05 4.87824e-06 -5.54674e-06 -3.71023e-06 -0.000717643 1.51468e-05 0.000323665 -3.06347e-05 0.000754448 -7.90296e-06 1.48792e-05 -5.55617e-06 -0.000195824 -0.000392068 -0.000612012 -0.000954737 -0.00137843 5.48615e-05 1.67199e-05 0.000908359 1.38507e-05 3.87511e-05
internal_weight=41.9635 41.9621 41.9609 41.4455 40.4324 40.4313 0.00625929 1.01305 40.425 39.9033 39.3941 39.3929 1.01371 38.3792 4.95925 33.42 3.03605 32.9086 31.8975 31.3795 7.56275 6.04739 4.52885 3.02758 2.02317 23.8167 22.7979 1.01881 22.7964 22.2845
internal_count=4034 3104 2824 2301 2178 2104 48 123 2056 2011 1970 1918 50 1868 104 1764 50 1743 1716 1683 173 138 81 61 49 1510 1466 44 1407 1345
is_linear=0
shrinkage=0.1


Tree=977
num_leaves=31
num_cat=0
split_feature=15 8 7 5 18 7 17 13 9 0 3 9 3 19 7 9 8 9 6 7 0 6 16 16 7 6 2 6 3 3
split_gain=4.61019e-05 3.16282e-05 3.17038e-05 0.000127165 7.69197e-05 0.000107887 7.38069e-05 5.7888e-05 5.2906e-05 5.04069e-05 4.63581e-05 0.000590096 0.000817043 5.51176e-05 0.000132875 0.000171296 0.000244532 0.000157421 4.35901e-05 7.823e-05 6.3394e-05 4.83789e-05 0.000171518 0.00013581 0.00019912 8.45924e-05 0.00025118 6.77598e-05 4.78023e-05 0.000138526
threshold=15.185464173000002 8.8430989333000021 22.516377366000004 11.474061108350002 13.043896815850003 22.792619241600004 184.67080164680002 117.72489307420001 186.68586460755003 85.963448721100022 93.819123378250012 185.90443620030001 93.431985407450014 14.451165964200003 23.150522195450005 201.32298960505003 8.543332867800002 198.49982034990003 16.465384711100004 23.296055099200004 86.565663342300013 16.285380505300001 22.624947093000003 22.534947303500005 23.051546669900002 14.980350013450002 189.95856246190002 14.745344522600002 83.538459487450012 91.496295553550013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 8 -4 6 -6 -5 10 -2 -10 11 12 -7 18 -15 17 -17 -16 21 -20 -21 25 23 24 -23 27 -27 28 -13 -30
right_child=1 -3 3 4 5 7 -8 -9 9 -11 -12 13 -14 14 15 16 -18 -19 19 20 -22 22 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.019812372852753935 6.7522720983554334e-05 -0.00076596023111931552 0.03168290869997091 0.00012003404233437091 -0.001431466493671151 0.0087666165443126606 0.0012227394583783351 0.0010725499229953645 -0.0015298608692557035 -0.00014633643977567969 -0.00094870221452403921 2.7552048000752339e-05 -0.10005882180269124 0.0018421042313840224 0.00034006597864527296 -0.00033050378204955598 0.0027421175609353924 -0.0012730128062642164 -0.00088815057247265705 0.00027318634690968769 -0.00048015461814464988 -0.00035935550411836858 0.0014597849418200985 -0.00022632005351701999 0.0024315600025366251 -0.0024327243805663933 0.0006698043642185315 0.0010945477954364764 -0.0018990211467538945 -3.3518435599042297e-06
leaf_weight=0.0011744647416581646 1.3773924501898305 0.53282973047949056 0.0012692905162400283 1.5068989444212473 0.52383598287879962 0.0013652627579209256 1.0163910123733368 0.50935899696742026 0.55488036784613759 0.50120567754493095 0.50890190263906632 15.116811732436485 0.0013946357124439146 0.52776381282673313 1.5186141143440188 0.51181346185330745 0.52437977340741782 1.0056231764843344 1.5298195346949786 2.5182694455725141 2.007496238832573 0.50109291763510444 1.0168338583243892 4.0123478546011029 0.52187410894111963 0.53679498451310681 0.50779950784180983 0.54959062323240715 0.51881856694976236 1.4999661222100258
leaf_count=731 773 201 337 26 94 38 28 29 37 14 84 636 5 42 28 49 41 27 41 23 27 4 23 39 94 94 49 139 275 6
internal_value=1.34226e-07 -4.20301e-07 9.42561e-06 3.12788e-05 3.02485e-05 -6.69461e-06 0.000564208 1.4068e-05 -0.000340759 -0.000873257 -1.14612e-06 1.26596e-05 -0.0462252 1.63134e-05 0.000361335 0.00014184 0.00122444 -0.000302564 -2.94268e-05 -0.000269943 -6.09735e-05 2.93444e-05 0.000275139 3.59109e-05 0.00106445 -5.00791e-05 -0.000924519 1.57065e-06 -3.34844e-05 -0.00049053
internal_weight=41.9626 41.9614 41.4286 38.9951 38.9939 36.4706 2.52329 35.9467 2.43348 1.05609 35.4374 34.9285 0.0027599 34.9257 4.08819 3.56043 1.03619 2.52424 30.8375 6.05559 4.52577 24.7819 6.05215 5.03531 1.02297 18.7298 1.04459 17.6852 17.1356 2.01878
internal_count=4034 3303 3102 2278 1941 1887 54 1793 824 51 1764 1680 43 1637 187 145 90 55 1450 91 50 1359 160 137 98 1199 143 1056 917 281
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=15 16 0 3 4 7 19 17 7 17 16 6 12 4 8 6 7 6 6 9 13 3 10 5 18 15 6 5 5 16
split_gain=3.74982e-05 3.34338e-05 0.000145278 6.64198e-05 0.000109171 0.000153332 5.97005e-05 3.20863e-05 0.000211596 0.00013218 9.89087e-05 5.77539e-05 5.20533e-05 0.000122005 0.0001027 9.61702e-05 5.61023e-05 5.63274e-05 7.17042e-05 6.01175e-05 9.97348e-05 6.42686e-05 0.000145391 0.000259713 9.64377e-05 6.34314e-05 6.02072e-05 0.00014246 5.75474e-05 0.000226597
threshold=15.185464173000002 22.704946905950003 85.121961326250016 93.846007959550022 142.34057910165004 22.105125139000005 14.351157895250003 200.79056394860001 24.268610899850003 199.72613295375004 18.704956259700005 16.585387514950003 92.218642671200016 169.62532823300003 8.3434888241000014 16.565387047600002 22.620600126450004 16.555386813950005 16.545386580300001 211.36251378275003 98.816967042750022 93.281431752200021 62.030794443850006 24.218679034200004 13.276755824150003 42.246988155050012 16.525386113000007 21.991679690250006 16.078966488550005 14.464966174600002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 3 -3 4 -2 -6 -5 9 -9 11 -10 12 14 15 -7 -14 -15 18 19 21 -21 24 -23 -24 -18 26 27 28 29 -26
right_child=1 2 -4 6 5 7 -8 8 10 -11 -12 -13 13 16 -16 -17 17 -19 -20 20 -22 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.017901664174061149 0.01662026102588459 -0.00033838770874954972 0.0017141461617243355 -4.194154997630477e-05 -0.03732027196381265 -0.00080136878550465102 -0.0015739133614063859 -0.0020861949042655105 -0.0013619628380078963 0.0016241838570611169 6.9978540075321663e-05 -0.0010299308770036237 0.0021075470166506765 -0.00099147520227598537 0.0002081820174373836 0.000169183924714497 0.00095165089975764508 0.00065658636211176214 -0.0011454403929275468 0.00030805153704052462 -0.0016722246797076599 3.2833919359762631e-05 -0.0028245856386597489 0.00035234747690001235 5.7007000114823439e-05 -0.0006472820679011605 -0.0009038437565198576 0.0013503211134313379 5.3263924556495462e-06 0.0023910676905457805
leaf_weight=0.0011700842097742683 0.0039533228482245822 0.87270261066421884 0.57012111318454117 0.50415227328569279 0.0011007566614712463 2.0174380781615957 0.51343775290443372 0.54192058536896137 0.52081810907933679 0.52247057843830447 6.5349482991048262 0.51489475048219802 0.52285770209437277 0.51109134487197394 2.0132080613111611 0.50142674449307378 1.5189493006110044 1.5217201009363623 0.50872093682119057 0.50113462503327022 0.51640950407395048 5.0389331775331803 0.5262516518161815 0.50353727262111647 2.0034460759075494 1.0170060992376466 0.50162815136718641 1.0152348914821239 9.5967443928376834 0.52491715417327789
leaf_count=731 22 107 51 619 121 76 129 125 408 83 209 40 54 64 45 9 42 22 13 20 90 62 41 19 225 28 4 29 410 136
internal_value=1.25479e-07 -3.73704e-07 0.000472656 -1.72179e-05 3.33187e-06 1.66864e-06 -0.000814917 2.70882e-06 -0.000181974 4.66978e-05 -3.57195e-05 2.04293e-05 3.7954e-05 8.82923e-05 -0.000297123 0.00115864 4.58078e-05 6.67666e-05 2.90119e-05 5.46938e-05 -0.00069695 8.90733e-05 -0.000188438 -0.00127116 0.000193174 0.000114582 0.000171378 0.000212425 0.000117149 0.000541585
internal_weight=41.9623 41.9612 1.44282 40.5184 39.5008 39.4968 1.01759 39.4957 7.59769 31.898 7.05577 31.3756 30.8607 26.83 4.03065 1.02428 25.8057 25.2946 23.7729 23.2642 1.01754 22.2466 6.06872 1.02979 16.1779 14.659 13.642 13.1403 12.1251 2.52836
internal_count=4034 3303 158 3145 2397 2375 748 2254 742 1512 617 1429 1389 1268 121 63 1205 1141 1119 1106 110 996 122 60 874 832 804 800 771 361
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=16 8 0 14 15 9 5 4 7 5 17 7 3 17 9 13 9 6 17 17 18 18 17 7 18 16 10 0 17 9
split_gain=2.70396e-05 0.000125485 5.4499e-05 9.35494e-05 3.78891e-05 3.39233e-05 5.91964e-05 5.52911e-05 5.48364e-05 0.000206804 4.73949e-05 0.000230009 0.00011793 7.38164e-05 0.000311141 7.8177e-05 0.000101009 0.000234752 0.000333205 7.36088e-05 0.000118601 0.000110428 0.000551864 6.86368e-05 6.83434e-05 5.84322e-05 0.000195912 0.000570222 8.2645e-05 0.000124449
threshold=22.704946905950003 8.543332867800002 85.683849075550015 143.06733454090002 14.882823222300003 186.68586460755003 13.154029769200003 184.44686266195001 22.907491544400003 21.991679690250006 200.79056394860001 24.268610899850003 81.93344998355002 198.72470891995002 201.14010537530001 117.67112391160002 206.75106037490002 11.370265664450001 182.20563699335005 197.01076493205002 13.777522434500002 14.738651916450001 183.35201426355002 24.225158517200004 14.708525021850003 22.534947303500005 70.077349628250019 86.420486603250012 183.19621122360005 201.14010537530001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 7 -7 -6 9 -8 13 -12 -13 15 -15 16 19 -18 -19 21 -21 23 -23 25 -25 26 27 -10 -28 -30
right_child=1 -3 3 4 5 6 8 -9 10 -11 11 12 -14 14 -16 -17 17 18 -20 20 -22 22 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.0010388984761782584 0.001173480590626181 -0.00073785714948784134 0.015429328266546822 0.019425454481776822 8.9678472129875699e-05 0.017297721913484918 -5.505045446244036e-05 0.0012903374757044794 -0.00012500403454032927 -0.0022240807109212735 -0.0021984070778870604 -0.0015132814774486776 6.6402340197022427e-05 1.4627060464052689e-05 0.0027402598997123399 0.00071247468631576545 0.00017260286062462671 5.9170900215407539e-05 -0.0035364913358985994 2.9415812965597256e-06 -0.0018589107656884823 -0.00019162889314788879 0.0035409264257857788 -0.0015883683909938074 5.1007121886729267e-05 -5.1465893880608539e-05 0.00027186585108954193 0.0039064470911673674 -0.0019330516952665968 0.00028394418226426288
leaf_weight=0.51327109674599469 0.8778909635148 0.5642752436315277 0.0039282487814408231 0.0010037138928059566 1.506712514050764 0.0019725784211520594 2.5314498600378026 0.51451893428683715 1.0027193225178292 0.53193861978742507 0.54326318562107179 0.5127032863657347 6.0405295620061379 2.0108097714237392 0.52899593982555382 1.5182612733624399 1.5042869663559004 0.5022218684452836 0.52938737900379695 1.015805928793269 0.51589213373372889 1.5032436823095685 0.53783589868134463 0.51718300774291381 0.50028166493575554 12.070299250596291 2.0085756250537092 0.53968387281747676 0.51168365342664379 0.50121743454747048
leaf_count=738 47 111 21 674 79 131 75 522 7 64 110 164 250 39 93 20 18 21 159 15 76 106 58 109 3 135 19 121 28 21
internal_value=1.33936e-07 0.000425633 -1.50103e-05 -1.87412e-06 -3.38946e-06 -3.87697e-06 -2.51211e-05 0.000395315 -2.60209e-05 -0.000431689 9.57195e-06 -0.000221105 -5.71869e-05 6.84179e-05 0.000582327 1.67841e-05 -2.76699e-05 -0.000624163 -0.001786 4.35992e-05 -0.00062415 9.55367e-05 0.00079192 1.5013e-05 -0.000782297 6.37822e-05 0.000368584 0.00128559 -9.95308e-05 -0.000836008
internal_weight=41.9618 1.44217 40.5197 40.0064 40.0025 40.0015 37.9802 2.02123 37.9783 3.06339 34.9149 7.0965 6.55323 27.8184 2.53981 25.2786 23.7603 2.5359 1.03161 21.2244 1.5317 19.6927 2.04108 17.6516 1.01746 16.6342 4.56388 1.5424 3.02148 1.0129
internal_count=4034 158 3876 3138 3117 2443 1842 601 1711 139 1572 524 414 1048 132 916 896 198 180 698 91 607 164 443 112 331 196 128 68 49
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=18 0 10 8 5 16 7 7 19 5 8 14 9 15 8 10 0 3 13 15 13 16 9 19 14 6 15 15 18 17
split_gain=3.55375e-05 5.99624e-05 0.00024324 0.00302492 0.00424606 0.00290556 0.000934046 0.000541995 4.34279e-05 7.309e-05 4.02017e-05 0.000107416 0.000191326 0.000340567 6.20422e-05 4.86506e-05 8.96064e-05 0.000249245 0.000464592 5.14445e-05 6.88984e-05 0.000166976 0.000271136 4.72507e-05 3.79766e-05 7.36905e-05 8.62091e-05 6.01101e-05 0.000266698 4.7684e-05
threshold=16.869810935650005 102.21786657775002 61.622148808000013 8.4434108459500017 30.284449345300001 22.794946695500006 19.078733418100004 21.330714749000006 14.651182102100002 21.089169479000002 8.8430989333000021 143.06733454090002 177.77223095870002 27.201366220250005 8.7431769115000026 61.987779113750001 86.565663342300013 93.794927255050013 117.72489307420001 46.683480308100009 117.55283175385001 22.604947139800004 193.67618212375001 14.151141757350002 241.71484286130001 16.465384711100004 33.235275174000002 38.884669609800007 13.112573650350003 193.70011821090003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 -1 -5 10 -10 11 -4 13 -13 15 16 17 18 -14 20 24 -22 -23 -16 27 26 -26 -17 -29 -28
right_child=-2 -3 8 4 -6 -7 -8 -9 9 -11 -12 12 14 -15 23 19 -18 -19 -20 -21 21 22 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.0083763707553348356 0.00083207132351094393 -0.0010954406365619195 -0.019658411214315576 -0.037561825116295293 0.051707102151456075 0.086189562073950857 -0.10006671986395024 -0.10009635438998071 -0.00021120950311306034 0.001478959280897218 -0.00088095898048646019 -0.010253341113356233 -0.003923878253098468 0.065732150737202497 0.00012681864105768172 2.0106125962453074e-05 0.00051538555932463483 -6.2104269583886627e-05 0.00030686298718203862 -0.00098231792302276599 4.0932372019668835e-05 -0.00011588558832887258 0.0031213923483624528 0.0010085285669616899 -0.0013102130921931153 -0.00082055187381032757 -0.00041529682994151428 -0.00082206129378032278 0.0023982999098962534 0.00014155067606727231
leaf_weight=0.0019108482866158731 0.50727237260540547 0.50279429031797818 0.0027783257391921215 0.0018086197655975411 0.0031841496711422224 0.0046740420730202459 0.0013592482281585168 0.0059309843018411357 0.50120085325761354 0.52267832475084219 0.52062222025923333 0.0011572856962727618 0.53358935701907151 0.0012029985427722337 1.5053237687752692 15.710831712991814 1.0197338382740779 2.9162474650044983 0.50541710686957231 0.50817203484220996 3.0197282862835086 0.51424729575228389 0.52066754467398368 1.0193843933367643 0.52452484627240892 1.5087818341364698 2.0108510453584136 0.50771293424349895 0.52112025139977902 6.5368984092663771
leaf_count=226 775 312 14 24 14 11 147 57 8 46 116 487 45 46 15 768 33 69 8 74 43 35 58 34 190 48 50 25 32 224
internal_value=1.51366e-07 -1.00287e-05 3.29769e-06 -0.0113483 -0.0454937 0.0356041 -0.0366991 -0.0854831 8.53016e-06 0.000651602 -7.96807e-06 3.57083e-06 4.95782e-06 0.0284752 3.25156e-06 -2.95976e-05 -0.000320443 -0.000535935 -0.00186587 1.57848e-05 3.19506e-05 0.000416613 0.00151279 0.000482821 -2.51368e-05 -0.00017343 -6.5809e-05 6.85985e-05 0.000809102 1.05528e-05
internal_weight=41.9618 41.4545 40.9517 0.0188679 0.0109238 0.00794414 0.0032701 0.0077396 40.9329 1.02388 39.909 39.3884 39.3856 0.00236028 39.3832 36.8585 4.97499 3.95525 1.03901 31.8835 31.3754 4.05464 1.03491 2.52471 27.3207 10.5811 9.07227 16.7397 1.02883 8.54775
internal_count=4034 3259 2947 479 95 384 373 81 2468 54 2414 2298 2284 533 1751 1702 155 122 53 1547 1473 136 93 49 1337 512 464 825 57 274
is_linear=0
shrinkage=0.1


Tree=981
num_leaves=31
num_cat=0
split_feature=18 0 3 10 17 3 17 9 9 5 10 4 2 17 18 7 0 5 8 16 9 18 19 6 13 17 17 3 14 14
split_gain=2.88044e-05 4.85274e-05 2.92055e-05 0.000103454 0.000636649 0.00161173 0.000643363 0.000569006 0.000767232 0.000478091 0.000286242 0.000218102 0.000150152 0.00157512 0.00182778 0.00217013 4.57922e-05 0.00734781 0.000197559 7.34008e-05 9.62876e-05 6.97255e-05 0.000229948 0.000323354 0.000216891 0.000412583 6.77068e-05 3.89185e-05 3.51633e-05 0.000204891
threshold=16.869810935650005 102.21786657775002 77.69375151185001 75.634392583900009 174.76883460675 85.923121849150007 173.37301781405003 201.32298960505003 187.45330412110005 14.250977471750002 75.408562100950022 261.79372527565005 41.467794892200004 179.91109285790003 13.565177112500001 21.725272673150005 96.959242474650011 16.424511567200003 8.3434888241000014 18.404956961200003 203.06170522940002 13.893471991850001 14.251149826300002 16.565387047600002 109.46594969745001 201.53484968420003 200.11066131620001 77.489428693900024 168.39662374755002 159.27858171270003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 4 5 -4 7 8 11 -5 12 -7 -6 14 15 -14 17 -15 -18 20 -19 26 24 -24 25 -23 28 -1 29 -21
right_child=-2 -3 3 9 10 6 -8 -9 -10 -11 -12 -13 13 16 -16 -17 18 19 -20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=7.3718387185415038e-05 0.00074929737182434985 -0.00098514163123943261 0.099457277007972411 0.00019817074189686884 0.030615619465040655 0.032524997893538458 0.061672136442544961 0.039385580531520248 -0.073534538482316461 -0.0033030612134239928 0.0023396702481181799 -0.026677394003533722 -0.083003571638769993 0.092281396755537107 -0.10009074289165623 0.08378815580074303 -0.0021653135461419562 0.00018232421738743006 -1.4725968262903052e-05 -0.000180872796315197 0.0017666012533246222 -0.002955336618481845 -0.0033784994277089898 0.00013645710061248933 0.0018026137927003344 2.9874074558738177e-05 0.00084013326646351191 0.0011496191926573974 -2.965762081823172e-05 0.0021314343755716768
leaf_weight=1.001524102179514 0.50699181107507385 0.50315672165435543 0.002263090968955485 1.5062490339696224 0.0016002418214914318 0.0015109586866140405 0.0015404825030902458 0.001686189282816386 0.0020822177757509053 0.52626611117901312 0.5233392089229757 0.0010579973999200387 0.0014638741331395068 0.008630877632994749 0.0033867261435281083 0.0016699916122888681 0.51489792105814958 1.5053388000650807 2.5065434350132136 1.5103644003247709 0.51482651280287095 0.51591159031270883 0.54259934697664192 0.50559032397723058 0.55741626526460653 4.5124707790876002 1.0159833166226899 0.50611154247411705 22.14428191486558 0.51348669192338992
leaf_count=61 775 312 45 160 14 351 39 39 11 164 27 95 121 40 30 11 113 72 29 75 80 207 194 17 150 66 30 14 655 37
internal_value=1.11576e-07 -9.0513e-06 2.94199e-06 -1.35689e-05 2.41808e-05 0.0250767 0.00370924 -0.0103804 -0.028422 -0.000708381 1.73878e-05 0.00814312 -1.55693e-05 -1.68986e-05 -0.0491614 0.00587732 -8.20679e-06 2.50911e-05 -0.000381218 1.55996e-06 0.000586067 -3.5551e-05 -0.000323977 -0.00168307 -6.89392e-05 -0.000276408 4.0426e-05 0.000434897 6.80783e-06 0.0004058
internal_weight=41.9602 41.4533 40.9501 39.4425 37.4099 0.0101409 0.00787785 0.00633736 0.00465117 2.03252 37.3998 0.00256896 36.8765 36.8749 0.00652059 0.00313387 36.8683 33.8469 3.02144 33.8383 2.02017 31.8181 6.63399 1.04819 5.5858 5.02838 25.1841 1.50764 24.1681 2.02385
internal_count=4034 3259 2947 2872 2548 580 535 496 457 324 1968 446 1941 1927 162 132 1765 1623 142 1583 152 1431 634 211 423 273 797 75 767 112
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=16 7 17 17 14 8 9 7 8 3 16 16 13 7 0 18 16 6 10 16 5 15 5 18 9 15 5 3 18 8
split_gain=4.94872e-05 0.000161231 0.000477601 0.000273337 5.30853e-05 3.09728e-05 0.000344179 0.00122569 4.88689e-05 0.000227642 6.55206e-05 5.0248e-05 6.06525e-05 0.000990184 9.16705e-05 0.00023941 0.000496147 0.000103269 7.74682e-05 0.000187063 0.000482403 8.61186e-05 0.00012543 7.51116e-05 5.07089e-05 3.62275e-05 3.43973e-05 0.000191594 0.000244725 0.000129
threshold=12.604970524100002 20.861906850000004 171.59570528810005 163.10708527260002 128.57956104760004 8.8430989333000021 179.18874144770004 22.407814303000006 8.7431769115000026 76.172084209950015 22.614947116400003 22.764946765650006 117.60660091645001 22.381996090050006 86.479632682150012 13.036600629150001 22.584947186600004 16.485385178400005 62.041548276350007 22.604947139800004 24.107645372150007 42.246988155050012 24.218679034200004 12.885811969150001 198.49982034990003 41.195083317300011 16.569990495050003 81.105404879350019 15.170421401500002 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 -2 -3 6 7 -6 9 -8 -10 12 13 -11 15 -14 -17 -16 19 24 -21 23 -23 -20 -15 26 27 29 -29 -25
right_child=1 4 -4 -5 5 -7 8 -9 10 11 -12 -13 14 18 17 16 -18 -19 21 20 -22 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.019356811155266704 0.035276381534314921 -0.021406253798278454 0.06004178500754688 -0.029144977249116907 -0.086095048034552812 -0.00075982868444579642 -0.035925292729174024 0.041171001372848494 0.0010577381555780783 -0.053126947177752043 1.9274023472464483e-05 0.00092801818114450919 -0.00010036289854113321 0.00050011581959418102 0.0009059218537585122 0.00032472429693291454 -0.0040526901528530855 -0.0005236874065754968 0.025347077329136377 0.0036769023820350391 -0.00063387288539662457 -0.0020146882791484207 0.00019236698295773457 4.2442840925428532e-05 -0.00026631350638039639 0.00047601368696497222 -9.2178237179077591e-05 0.0028991068908050415 0.00023950015888422589 -0.0016446713704645637
leaf_weight=0.0013206957372194897 0.0010200868648468633 0.0011585968195352283 0.0017401814790534986 0.001858715205611372 0.0018215757149333358 0.53062340175617961 0.0017653146144870338 0.00129456773776639 1.0178289707256447 0.0035048171066510694 1.5073320551565101 0.55754003209221892 2.3730372343539758 1.5141594989151812 1.0172198323176647 0.50445065126405075 0.53198273919118932 1.0039961027796378 0.0011691284307805408 0.53618909330725695 0.50324168275060777 0.52417297909043936 0.5061381354586455 4.0223556490225461 2.0081471321121356 1.5090293940364699 19.721090758224463 0.52382730854515092 1.0189932761849148 0.51075854473629068
leaf_count=930 141 11 174 222 163 154 103 299 28 29 36 28 44 32 30 6 70 10 4 58 44 76 51 176 27 22 920 25 54 67
internal_value=1.87e-07 7.96301e-07 0.018683 -0.00631764 -1.2606e-06 -6.69447e-07 9.05575e-06 -0.0332238 1.15561e-05 -1.61218e-05 0.000437853 -1.44918e-05 -2.82001e-05 2.29029e-05 -0.000337817 -0.000654154 -0.00192212 0.000195794 2.8565e-05 0.000411024 0.00158984 -3.30026e-05 -0.000930477 8.59403e-07 6.3157e-05 -2.25814e-07 -2.8084e-05 0.000179951 0.00114251 -0.000147649
internal_weight=41.9588 41.9574 0.00461898 0.0028788 41.9528 41.9517 41.421 0.00311614 41.4179 38.8928 2.52516 38.891 38.3335 32.9028 5.43069 3.40947 1.03643 2.02122 32.8993 4.56174 1.03943 28.3375 1.03031 27.3072 3.52231 27.3061 25.797 6.07593 1.54282 4.53311
internal_count=4034 3104 537 363 2567 2556 2402 462 1940 1876 64 1773 1745 1585 160 120 76 40 1556 161 102 1395 127 1268 59 1264 1242 322 79 243
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=16 7 15 3 14 5 15 6 18 18 3 18 9 7 17 5 3 18 7 15 6 18 19 10 19 7 14 13 16 13
split_gain=4.0244e-05 0.000133718 0.000405491 0.000344361 4.32078e-05 3.51845e-05 0.000226736 0.0001712 9.22849e-05 0.000151319 7.58629e-05 7.25483e-05 5.03293e-05 4.90916e-05 6.61029e-05 5.77743e-05 0.000217323 5.5142e-05 7.48105e-05 0.000106195 6.8087e-05 0.00119911 0.000159352 6.76234e-05 9.40973e-05 8.01772e-05 5.65589e-05 4.24715e-05 3.35279e-05 0.00042479
threshold=12.604970524100002 20.861906850000004 35.098844929350008 103.00289635185001 128.57956104760004 23.545618314050007 42.713473568600008 16.405383309150004 13.565177112500001 13.3584252364 92.913112988300014 13.24088655595 193.67618212375001 22.516377366000004 187.61467154115005 22.649179082500002 93.499196860750018 13.043896815850003 22.792619241600004 40.800303470200006 16.465384711100004 13.112573650350003 14.451165964200003 61.987779113750001 14.351157895250003 23.271765593750004 285.93967426180006 117.58509325145 22.534947303500005 112.64908412395
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 13 -7 9 11 -11 12 -9 14 -6 17 -17 -15 -19 20 21 -20 26 -22 -25 -26 27 28 29 -23
right_child=1 4 -4 -5 5 7 -8 8 -10 10 -12 -13 -14 15 -16 16 -18 18 19 -21 23 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.017486860295762931 0.037389876454896644 -0.019354361575999995 0.07140641975414129 -0.026314004011502065 -0.0014754389464299059 -0.0019762961262464874 0.0021030328281556074 5.3836725558813528e-05 0.0012036079762088947 -0.00040207372404994833 -0.0021353887288654608 0.00082558386040258193 -0.0010675917219687375 0.00050386125790967743 -9.0558809275855242e-05 0.001573416912668801 -0.00049159810884493349 -0.0012195740496720126 -0.10005041119862024 -0.0014421694283564556 -0.0010380775270850428 -2.6071128274094178e-05 0.0017977094921645424 -0.00066958791470806442 0.00072457645054864797 -0.00030414713723680726 0.0010917727229894131 0.00066094844773620354 -0.0002283626491163095 0.002860400207439637
leaf_weight=0.0013159962110041992 0.0014724813366120406 0.0011535678959465603 0.001057184359524399 0.0020026378417056234 0.51169022136836551 0.51311783912285935 0.52242166414460101 1.8649882191982063 0.51957540093413701 0.49868629662523756 0.51150609842451156 1.0084461683200903 0.50954112432401011 2.0137902263431888 1.0558919911568856 1.024276031970657 1.0143098962034285 0.52523304628278822 0.0011957631213722611 0.51290353108043163 1.006235106758594 15.698259578359648 0.5351599304121909 2.0166955267310129 1.5203434748982547 1.5101837019131492 0.51133870992991859 1.0120358441927226 5.0060631915694094 0.52696124083013174
leaf_count=930 116 11 9 412 162 87 66 49 73 5 36 25 63 31 93 35 25 98 4 42 13 861 66 28 38 45 469 11 29 102
internal_value=1.7433e-07 7.22823e-07 0.0171763 0.000678675 -1.13275e-06 -6.00572e-07 3.4697e-05 -0.000238211 -5.66747e-05 -0.000205727 -0.00127973 0.000114982 -0.000186806 4.68401e-06 -0.000542611 2.95985e-05 0.000545957 -2.89402e-06 -3.64823e-05 -1.567e-05 9.26333e-06 8.69196e-05 9.20609e-05 -0.000289523 -0.000140289 0.000211939 5.19463e-05 2.80423e-05 -2.12654e-06 6.76754e-05
internal_weight=41.9579 41.9565 0.0045323 0.00347512 41.952 41.9508 36.525 5.42586 4.91274 4.39317 1.01019 3.38298 2.37453 36.0026 1.56758 34.435 2.03859 32.3964 30.3826 29.8574 29.3445 23.291 23.2898 6.05346 5.04722 3.03053 22.7547 22.2433 21.2313 16.2252
internal_count=4034 3104 537 528 2567 2556 2218 338 251 178 41 137 112 2152 255 1897 60 1837 1806 1708 1666 1542 1538 124 111 83 1472 1003 992 963
is_linear=0
shrinkage=0.1


Tree=984
num_leaves=31
num_cat=0
split_feature=15 5 15 6 3 3 8 8 2 6 6 17 5 3 2 9 2 8 17 8 3 16 17 2 9 17 16 8 15 3
split_gain=3.45214e-05 2.77185e-05 0.000183983 0.000141898 7.43943e-05 0.00013881 5.15801e-05 4.54492e-05 5.20863e-05 5.02508e-05 9.95682e-05 0.000246445 0.000132207 0.000114152 9.63041e-05 0.000145076 0.000282718 7.99348e-05 0.000140623 4.37075e-05 3.51394e-05 6.91474e-05 3.42204e-05 0.000234087 0.000169607 9.23242e-05 0.000114111 0.00484404 0.0079699 0.00490693
threshold=15.185464173000002 23.545618314050007 42.713473568600008 16.405383309150004 93.14163192940002 93.663192806700025 8.8430989333000021 8.7431769115000026 76.243484112200022 16.455384477450004 16.285380505300001 194.19264200700002 20.769304081650002 93.090551224900011 154.31016903475003 205.22231928645002 217.08409765600001 8.3434888241000014 187.61467154115005 8.543332867800002 93.72771580185001 22.744946812400002 191.75825325995004 72.043920985000014 206.75106037490002 192.94032447935004 18.684956306450005 7.5441126493500006 22.662932349550001 81.105404879350019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -3 -5 -6 7 9 -9 10 12 13 22 -12 17 16 -16 18 -11 -19 -7 -22 24 -24 -2 -25 27 -27 29 -29
right_child=1 3 -4 4 5 20 -8 8 -10 14 11 -13 -14 -15 15 -17 -18 19 -20 -21 21 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=0.017233544851236016 -2.6422553379070376e-05 -0.001791798965131665 0.0018955003229507922 0.0010968411725556539 -0.0017144120125390282 0.00025011823953939615 -0.00098219236197886724 -3.1821742842204862e-05 0.00098330500197402583 -0.00032054874092199328 0.00093163724167164095 0.0024989967417232348 -0.001576584237986128 -0.0001323402757205856 -0.0032500754126003669 -0.00010232964164048275 5.5726711952065093e-05 -0.00058610654337686073 0.0013455335939944906 1.3292914420052903e-05 -0.001300001097687816 0.0001650324059199798 0.002168451602911064 0.001321960357550409 -0.0019095533974545686 0.00027120242587919471 6.2411163213938671e-05 -0.060247215396285615 -0.077047713954475558 0.05588568361813015
leaf_weight=0.0011623457206287871 6.5599858828017554 0.51414795620653375 0.52169697312536456 0.5106149885796184 0.51893032947418793 2.505435112954729 0.52263359617494032 1.0045661029726027 1.0173355544466174 1.0067174549112663 1.5144794276129676 0.53166336690810556 0.54202844267842465 3.0174152922754729 0.53162173949658631 1.4991524482711609 0.50392544219909041 2.0192706292255025 1.0197629600297657 3.0601616865794909 0.51199470690799864 0.86893377361738544 0.53002030266805533 0.51431139502092804 0.51589418461346337 1.0030634157099991 9.0533083875319829 0.0055210979808082974 0.021040882384974424 0.010669004941405547
leaf_count=731 526 135 66 18 29 13 97 12 28 19 27 112 256 90 43 17 22 36 34 42 561 83 89 61 71 249 207 100 234 26
internal_value=1.6726e-07 -3.10169e-07 3.10289e-05 -0.000211118 -4.57969e-05 -0.000178239 4.01318e-06 1.85396e-05 0.000478947 -9.28167e-06 6.86826e-05 0.000462174 -3.75492e-05 0.000223222 -0.000201911 -0.000731107 -0.00164138 -1.31448e-05 0.000517855 -0.000224992 2.68795e-05 -0.000378145 8.25123e-06 0.000117503 -0.000163719 1.50286e-05 -5.15651e-05 -0.00104346 -0.0364626 0.0162824
internal_weight=41.9575 41.9563 36.5262 5.43006 4.91591 4.40529 36.0045 35.4819 2.0219 33.46 23.8194 5.06356 18.7558 4.53189 9.64061 2.5347 1.03555 7.10591 2.02648 5.07943 3.88636 1.38093 18.2138 11.1379 7.07588 10.6079 10.0936 1.04029 0.037231 0.0161901
internal_count=4034 3303 2464 839 704 686 2398 2301 40 2261 2048 229 1819 117 213 82 65 131 53 78 657 644 1563 966 597 877 816 609 360 126
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=17 19 6 13 7 7 9 8 17 16 5 5 7 9 9 16 6 6 7 16 18 18 2 9 9 3 6 19 6 16
split_gain=4.69157e-05 3.09547e-05 4.63865e-05 4.18043e-05 0.00010891 0.000471648 0.000223618 0.00101338 0.000222749 0.000139731 2.95864e-05 0.000122934 0.000684126 7.00976e-05 0.000207843 5.16456e-05 9.38248e-05 3.78654e-05 0.000171377 8.57446e-05 7.60196e-05 0.000240666 0.000116101 7.44195e-05 8.53138e-05 6.79894e-05 0.000105771 4.86918e-05 7.10362e-05 0.000386132
threshold=162.13109061465002 14.651182102100002 16.415383542800004 96.526400715600019 20.873561687950005 21.506492748250004 179.18874144770004 7.943800736700001 171.92791459955001 19.284954903400003 23.545618314050007 23.042623356550003 22.061824394000002 200.95377551580003 206.57490536735003 22.574947209950004 16.505385645700006 16.455384477450004 22.381996090050006 22.654947022900004 12.867440043550003 12.909082926650003 41.467794892200004 189.78071820640002 194.56033515110002 92.703413254150021 16.565387047600002 14.551174033150001 15.975373262050001 22.534947303500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 7 -7 9 -5 11 12 -8 15 -15 -12 -17 18 -14 20 -20 -22 -23 -19 -25 26 -26 28 -24 -30
right_child=1 2 -4 4 5 6 10 -9 -10 -11 13 -13 17 14 -16 16 -18 23 19 -21 21 22 27 24 25 -27 -28 -29 29 -31
leaf_value=-0.021522441787222426 0.016356950532012016 -0.00014094794076510608 0.001202193196020255 -0.024320762952384882 -0.057888662411654947 0.023909207239957066 -0.075645131669158316 -0.10004044138914281 0.054599763467993993 0.026371346028858884 0.00089456218239330565 0.0015333915432084993 -0.027072699518284189 -0.0023993175410920824 0.00045305947159365721 -0.0014250302658253165 3.5296190477397034e-05 0.00037947441817841429 0.025931541128738494 0.0013317877021970436 -0.046110599114043527 0.033807097179044641 -3.1994872163973135e-05 -0.0011323071270558161 -0.0019440373286154786 -4.4585055024691489e-05 9.2543732978083216e-05 -0.0009209135404494083 0.0029438582457102761 0.00010469756577662674
leaf_weight=0.0010127958213662627 0.0015599422158406586 0.5054341873899364 0.52338748911836319 0.0011520476845716101 0.0014081291275606081 0.0015511729965059775 0.001195601707371873 0.0011475836618046742 0.001111834678213075 0.0010298562484409302 0.50589458163244794 0.52899922422119416 0.0023267455617340662 0.51284735420766636 0.50900589163020982 0.51963908664827707 2.8694643015562802 2.02300167548887 0.0011340494966195483 0.52574064709915447 0.0011298960598676846 0.0010183237609479026 18.725878918560859 1.065812654531326 0.51084482524652208 6.0277434616546088 0.50921307022115059 0.51553859146679215 0.52944324692771161 5.0299505596449308
leaf_count=353 886 14 63 208 72 164 17 14 169 54 17 45 20 56 61 93 52 46 3 60 4 4 1137 38 37 65 28 50 113 91
internal_value=6.8191e-08 5.87763e-07 0.000542342 -1.30316e-05 -1.36556e-05 -1.51192e-05 -1.31276e-05 -0.0287975 0.0181696 -0.000394143 -1.1229e-05 2.01977e-05 -2.37009e-06 -0.000241321 -0.000978491 -4.79246e-05 -0.00018861 1.79721e-07 6.55392e-05 6.8032e-05 4.12458e-05 4.0062e-05 4.21645e-05 -0.000163158 -0.000298455 -0.000172355 -0.000927376 4.07781e-05 6.11934e-05 0.000375082
internal_weight=41.9546 41.9536 1.02882 40.9248 40.9232 40.9199 40.9185 0.00269876 0.00329374 0.0021819 40.9158 35.999 35.47 4.91685 1.02185 3.895 3.3891 35.4688 25.3322 25.3298 24.8041 24.803 24.8018 10.1366 8.11361 7.0478 1.02006 24.8008 24.2853 5.55939
internal_count=4034 3681 77 3604 2718 2287 2215 178 431 262 2037 1758 1713 279 117 162 145 1696 1482 1462 1402 1399 1395 214 168 130 65 1391 1341 204
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=16 7 17 4 14 7 9 17 17 15 16 7 7 13 6 16 7 17 9 18 16 3 8 10 3 6 5 2 12 0
split_gain=4.28093e-05 9.87271e-05 0.000346855 0.000190339 3.41239e-05 3.19801e-05 0.0002797 0.000364465 0.000128423 0.000571371 0.000186448 0.000125447 5.57271e-05 5.20243e-05 7.96143e-05 0.000129217 8.48925e-05 7.46484e-05 5.24793e-05 3.97856e-05 0.000200304 0.000115341 0.000144842 6.79862e-05 0.000209477 6.32314e-05 7.58065e-05 7.47763e-05 0.000207648 6.57285e-05
threshold=12.604970524100002 20.861906850000004 171.32005222830003 168.01744813895002 128.57956104760004 23.109894804950002 195.30595290385003 189.31157886915003 188.19076296340003 40.974857724300008 22.644947046300004 22.671301016600001 22.516377366000004 117.69263157665002 16.525386113000007 22.544947280100004 23.150522195450005 199.37824381300004 185.90443620030001 13.946975448150001 20.784951395750003 91.017750006350013 8.2435668022500028 69.999384342500022 84.812788641250009 16.345381907250005 19.749058312400006 199.66651340635002 195.38989646780001 86.756543869550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -3 6 8 -8 11 -10 -11 12 -6 14 16 -16 -7 -15 -18 21 23 22 -20 -21 -25 26 -23 28 29 -27
right_child=1 4 -4 -5 5 13 7 -9 9 10 -12 -13 -14 17 15 -17 18 -19 19 20 -22 25 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.018112473808243587 0.02199440771166342 -0.017184047352609071 0.051033890224104456 -0.030901085876139558 -0.0003805540947773121 0.0013334646456664811 0.00016379454607861319 -0.0035634865056780856 0.003507433564954446 -0.0018255880887914175 0.00051121520109305874 -0.0017117199620860864 0.00033216246973713189 0.0011388732154216867 0.00034716969279807296 -0.0011103819327066646 -0.01957422034763652 -7.7851077760795941e-05 -2.3086886625481288e-05 0.0010925469543900514 -0.0019870978379943811 0.00018553953314839807 0.0023566350440701166 2.7142918183730462e-05 -0.0020034177323043248 -9.0765028661251231e-05 -0.00081610512888128099 -0.00011146522109610265 0.0017418802608456915 0.00084238271681510578
leaf_weight=0.0013048670673175824 0.0012469539122095244 0.0011556968138525239 0.0016612124342380574 0.001496956074400202 2.4179222041535482 0.51220394280800974 0.52404574908364365 0.52533239006032617 0.5396188767121689 0.51567876905277277 1.0105268539109804 0.51117562086993196 2.0082563366518507 1.0152942181338169 1.0142531716733167 1.5194078086020395 0.0013647743794170655 1.0017512221328386 0.50434726392996043 0.54407345974573118 0.52760049263958109 1.5027811492327594 0.51892285228313995 14.132708860720923 0.52699284102795019 3.0075197000536757 1.5196232039248938 4.0191345276016364 1.0189458494887729 1.007769382529659
leaf_count=930 77 11 185 275 199 25 84 76 164 50 27 37 34 33 35 34 286 25 12 107 154 8 35 678 231 70 45 71 18 18
internal_value=5.37666e-08 6.17124e-07 0.0149704 -0.00686304 -9.54899e-07 -4.81484e-07 -0.000179619 -0.00170213 4.85186e-05 0.000710543 -0.000278351 -0.000228477 -5.71786e-05 4.20773e-05 1.09134e-05 -0.000526908 5.73507e-05 0.000534596 3.46802e-05 3.56085e-05 -7.15864e-05 0.000164345 0.00118372 -5.11439e-06 -4.58525e-05 7.79653e-05 -0.000318074 0.00021018 0.000466969 0.000143439
internal_weight=41.9541 41.9528 0.00440512 0.00274391 41.9484 41.9473 8.05256 1.04938 7.00318 2.06582 1.52621 4.93735 4.42618 33.8947 31.8776 2.53366 29.344 2.01705 28.8318 28.8304 15.7314 13.099 1.02327 15.2038 14.6597 12.0758 3.0224 9.05337 5.03423 4.01529
internal_count=4034 3104 537 352 2567 2556 671 160 511 241 77 270 233 1885 1827 69 1758 58 1733 1447 1170 277 47 1016 909 230 53 177 106 88
is_linear=0
shrinkage=0.1


Tree=987
num_leaves=31
num_cat=0
split_feature=16 13 16 18 15 15 16 13 3 0 3 17 19 7 7 16 9 9 5 5 18 7 5 18 17 17 15 14 10 5
split_gain=3.47963e-05 3.07427e-05 2.94125e-05 0.000284092 0.00166177 0.000866271 0.000373575 0.000202417 0.000300908 0.000150425 3.57123e-05 7.30764e-05 4.03102e-05 0.000261979 0.000592239 0.000173904 0.000171432 0.000164432 0.00017315 0.000161863 0.000283833 5.30589e-05 9.64388e-05 6.76886e-05 9.26384e-05 0.000158076 7.63078e-05 6.11427e-05 5.24341e-05 2.80575e-05
threshold=12.604970524100002 98.050756475600011 22.704946905950003 12.885811969150001 40.042228346200012 37.491361913600009 22.624947093000003 113.97180552410002 108.33142036645002 85.121961326250016 93.846007959550022 186.09458496570002 14.451165964200003 22.314221067900004 22.407814303000006 22.564947233300003 204.89606367675003 198.49982034990003 20.482113285800001 21.454033346250004 13.204532713600001 23.296055099200004 22.862610686750006 13.276755824150003 188.10488866565001 188.41589330430003 39.540459766400012 143.06733454090002 61.923256118600001 20.556063402800003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 5 6 7 -3 -9 -4 12 -12 13 -5 -15 -14 17 19 -19 -17 -21 22 23 24 29 -26 -25 -23 -29 -16
right_child=1 2 9 10 -6 -7 -8 8 -10 -11 11 -13 15 14 21 16 -18 18 -20 20 -22 27 -24 26 25 -27 -28 28 -30 -31
leaf_value=-0.016355052268724433 -0.015797150558308545 -0.025782313551516098 -0.00038117464254427004 -0.049254671513089897 -0.10004969805557347 0.089880250199188758 -0.062520617000346168 0.055436167057261544 -0.017069859029264656 0.0017087917940165503 0.00026131300503592605 -0.0014357957090247479 -0.0014026083737396563 0.065250107552400349 0.00015640314037746437 2.9263556450332492e-05 0.0022093937097139044 0.00050163870917366174 -0.0021101220830085344 -2.7286982344942772e-05 0.0032902130379490421 -0.023338466484310701 -0.00098343608242775979 -0.0016423160889198235 -0.00031163860037270802 0.0021773935334908046 -0.00014563591371742621 0.00060253311095434417 -3.5698105733440515e-06 -0.00045293748074358561
leaf_weight=0.0013008017162893229 0.0012317990366729195 0.0013850379029179396 0.87111875197280031 0.0010812750135745777 0.0019124365717289038 0.0010447659101373574 0.0010756273404695094 0.0012626925224197283 0.0010469823319912419 0.56954371782921953 0.50181000522250874 0.51320456181718255 0.54121265166531785 0.0013896351888423855 1.5049905507730668 1.5135333619437012 0.51562671557121564 0.50260343963071796 0.51285155696137963 0.50901722608250544 0.52274245599429037 0.0011197623971409545 1.5222436109006592 0.51614472493607433 0.50249722268199526 0.51837197975601157 1.0018970227075383 1.5093120678793663 26.273396858508121 1.517724237317452
leaf_count=930 280 220 107 79 10 6 9 73 171 51 133 156 92 14 17 35 40 5 43 15 32 3 45 92 6 35 15 12 1274 34
internal_value=7.60786e-08 5.83196e-07 1.04706e-06 -1.47433e-05 -0.0191867 0.00740699 -0.0106557 0.00444351 0.022569 0.000445061 -1.10855e-05 -0.000596767 3.96923e-06 -3.27976e-05 -3.12713e-05 0.000281618 0.000505229 0.000258452 -0.000817421 0.000687676 0.00165353 -3.3873e-05 -0.000278176 -8.51427e-05 0.000128612 0.00095223 -0.000654518 2.84153e-05 2.93571e-05 -0.000149551
internal_weight=41.9537 41.9524 41.9512 40.5105 0.00772754 0.00581511 0.00477034 0.00369471 0.00230967 1.44066 40.5028 1.01501 39.4878 34.8702 34.8691 4.61759 4.07637 3.56075 1.01545 2.54529 1.03176 34.8677 7.08387 5.56163 4.04358 1.02087 1.51804 27.7838 27.7827 3.02271
internal_count=4034 3104 2824 2666 489 479 473 464 244 158 2177 289 1888 1626 1547 262 170 130 48 82 47 1533 244 199 92 41 107 1289 1286 51
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=8 19 0 6 9 3 5 15 7 17 9 18 18 13 6 7 16 7 10 18 10 7 16 2 13 0 0 18 17 18
split_gain=3.07254e-05 4.31307e-05 0.000107724 6.10984e-05 0.000193424 9.62394e-05 7.99746e-05 7.00377e-05 4.87913e-05 0.000176519 0.000177058 0.000131255 0.000176121 0.000111396 5.16427e-05 5.98195e-05 2.84201e-05 7.37396e-05 0.000122494 6.40915e-05 0.000152294 0.00048566 9.58765e-05 0.000287056 6.62232e-05 0.00204459 0.00577669 0.00819813 0.00609037 0.00064672
threshold=8.8430989333000021 14.451165964200003 87.170566421650008 16.385382841850003 192.39832633775004 93.337889372900023 21.089169479000002 42.246988155050012 23.203497038450006 190.94474013770002 201.14010537530001 13.24088655595 13.142272494650003 117.69263157665002 16.405383309150004 22.516377366000004 22.594947163200004 23.864758692950002 62.55235532115001 13.946975448150001 62.111448187750007 23.9417051038 19.199955102150003 157.39400167590003 107.70500962200002 94.985914206850012 94.047642319350018 15.042884401850001 186.26099832155003 14.674589207750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 -5 6 -6 -7 9 11 -11 12 14 16 -1 -16 19 -18 -19 20 -10 -22 24 -24 -21 26 29 28 -28 -26
right_child=-2 2 -4 4 5 7 -8 -9 13 10 -12 -13 -14 -15 15 -17 17 18 -20 22 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00098529994709589718 -0.00075508058396022218 -0.00091306223471230511 0.0016058180906887822 0.002035713981001535 -0.00022235444469091887 -0.0015908478716203057 0.00080706495774126262 2.7484148275880936e-05 -2.6572449661171039e-05 -0.0027863869361847734 -0.00014354062560957678 0.0014683419837003943 -0.0019561859445909216 0.0014959744358422559 -0.00068150541965874157 0.0002332471294976857 -2.7407202339792867e-05 -0.0020533427490885769 0.00014176874198065011 -1.5838458340260742e-06 0.0036502004484613398 0.00012110671617812531 -0.0026587281172142569 2.0144232447781701e-05 0.10004056627182262 -0.00036018128506437304 0.098644670278641294 0.0725306310820302 -0.10005550495291818 0.054116218130936061
leaf_weight=0.51146666307468791 0.53196678957414789 0.51128393203187794 0.5426249715192738 0.53038817012355099 1.5019333342344232 0.55317748775451014 1.516893064312171 0.51768502642516312 4.0088406836046522 0.514694374000636 0.4995199590921402 0.51349434544735917 0.51991670906713583 0.50838719101739016 0.86931315303348089 4.0242099665545839 4.5217131455096071 0.51501108616866964 0.50201297251078358 13.607296083419037 0.52652257359659449 1.5033168779627883 0.54408083751059289 1.5105200556766876 0.0066918775410154674 0.51619584874047675 0.0018686037628867789 0.0072124717186842205 0.0088412529058154443 0.0056599699557864369
leaf_count=166 201 44 110 91 20 30 23 50 23 93 2 241 64 13 466 62 58 38 16 1604 99 12 89 78 13 109 4 40 143 32
internal_value=7.37096e-08 9.77215e-06 0.000265901 0.000124209 0.000238999 5.98495e-06 0.000294906 -0.000808501 -3.08824e-05 -0.000258522 -0.00148473 -6.53614e-05 -0.000198283 2.90771e-05 -2.91868e-05 7.07453e-05 2.23782e-06 -0.000200452 -0.000969814 5.27005e-05 0.000330776 0.00103652 -5.09008e-05 -0.000689251 4.17639e-05 0.00112114 0.0263787 -0.00988505 -0.0653873 0.0789967
internal_weight=41.9527 41.4208 5.67399 5.13136 4.62008 4.08969 3.01883 1.07086 35.7468 7.45262 1.01421 6.4384 5.92491 28.2942 5.40499 4.89352 27.7858 5.53874 1.01702 22.247 6.03868 2.02984 16.2084 2.0546 14.1538 0.54647 0.0302742 0.0179223 0.0107099 0.0123518
internal_count=4034 3833 368 258 214 123 43 80 3465 1094 95 999 758 2371 694 528 2358 112 54 2246 134 111 2112 167 1945 341 232 187 147 45
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=16 0 3 14 19 9 2 3 12 2 19 0 0 9 10 7 15 15 18 6 7 7 9 12 9 2 4 7 9 18
split_gain=3.73807e-05 0.000132871 5.31303e-05 0.000113123 6.45566e-05 6.02279e-05 3.65105e-05 0.000123901 0.000122649 0.000120804 0.000169189 7.24992e-05 0.000122974 0.000415892 0.000112968 0.000312326 0.000159997 6.68984e-05 6.44394e-05 4.68272e-05 4.76337e-05 0.000149585 4.36983e-05 0.000105149 5.52138e-05 6.71035e-05 0.000193441 0.000149055 0.000129857 3.71462e-05
threshold=22.704946905950003 85.121961326250016 93.846007959550022 143.06733454090002 14.351157895250003 177.77223095870002 121.84632764400003 93.491131486350014 145.30161263220003 135.72285180265001 14.551174033150001 86.329079026800017 85.925810307250018 204.02774515060003 62.079186690200011 23.445318439400001 42.246988155050012 40.974857724300008 13.531614672700002 16.495385412050002 23.549545123900007 24.054467534550003 211.36251378275003 115.02544258150002 209.86393725660002 96.242542698950004 194.89319003730003 24.312940751750002 190.73543849905005 16.587089536200001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -5 7 8 22 10 -8 12 -11 -14 15 -13 17 18 -16 20 -17 -22 24 -24 25 -7 -27 28 -28 -20
right_child=1 -3 4 5 -6 6 9 -9 -10 11 -12 14 13 -15 16 19 -18 -19 29 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.017321307638377772 -0.00027558076633243158 0.0016885834592665979 7.2193623002834005e-05 0.017477734424317607 -0.0015208466492771155 -7.8188876963490708e-05 -0.0023872763804239695 0.0016184956480907089 0.0015856343830881491 -0.00011841929185545027 0.00017531945988073132 0.0020395865326426521 -0.0032428990246106044 0.00073965988992354516 -0.0006625277150049411 -0.00019407126243938083 -0.001805508566488236 0.0011165228151076487 -6.1817958681903144e-06 -0.00053741499594997446 0.0019763368360817151 -0.00044394812730729947 -0.0016610585546411221 -2.5830663478968981e-06 0.00078460068651240746 0.0022200740033342182 -0.00045479433689105434 -0.0013949381629623627 0.0018052915355219572 0.00087125809869999921
leaf_weight=0.0037703565758339099 0.8715103326530016 0.56944809242258998 0.50446417704157975 0.0019713273010627521 0.51313896956107208 11.100575200079685 0.53072112052662734 0.52611169069496 0.51075532865343021 4.5176990393798624 0.50071050183032639 1.0238658972957626 0.54301755343473679 0.50706899804117711 1.5087027224435559 0.99870223551988679 0.51562005333398886 0.50882396398919461 8.5674698848050639 1.0081323285538699 0.51538614805758676 0.50614557447431707 0.51234022346352537 1.5059990996168853 1.0144854409616915 0.5157101765216795 0.50357818943120924 0.52019334794560479 0.5134122917716013 0.51127226185085994
leaf_count=21 107 51 647 899 129 522 89 59 23 48 3 22 78 10 19 4 65 21 463 22 15 47 40 49 32 75 20 107 26 321
internal_value=1.26697e-07 0.000500631 -1.76765e-05 7.06784e-07 -0.000731117 -9.46986e-07 -1.81959e-06 0.000107506 5.98962e-05 -8.63953e-05 -0.00114326 -3.50536e-05 -0.000344998 -0.00131979 7.51156e-05 0.000529716 -8.35275e-05 -3.51073e-06 -5.73386e-05 1.92412e-05 0.000297022 0.000777141 1.17518e-05 -0.000423575 7.37676e-05 1.89433e-05 0.000544164 -1.80871e-05 0.000686176 4.32315e-05
internal_weight=41.9508 1.44096 40.5098 39.4922 1.0176 39.4885 39.4865 17.2232 16.697 22.2633 1.03143 21.2319 5.56779 1.05009 15.6641 4.05223 11.6119 11.0963 10.5874 3.02837 2.02023 1.02153 16.1863 2.01834 14.168 13.1535 2.05289 1.53718 1.01699 9.07874
internal_count=4034 158 3876 3100 776 3079 2180 953 894 1227 92 1135 136 88 999 110 889 824 803 88 66 62 871 89 782 750 228 153 46 784
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=16 8 3 14 6 15 19 16 9 16 2 4 4 7 5 18 19 17 17 5 4 15 17 16 6 3 10 13 5 6
split_gain=3.02945e-05 0.000127584 4.3013e-05 9.19214e-05 5.26786e-05 4.17306e-05 3.73278e-05 0.000180511 0.000152747 9.53092e-05 6.74125e-05 0.000194768 6.01253e-05 4.72109e-05 0.000320907 6.93887e-05 6.77683e-05 6.54541e-05 0.000212049 4.3237e-05 0.000175746 6.28707e-05 0.000150303 5.579e-05 3.94364e-05 3.12352e-05 0.000136125 0.000231851 0.000106208 6.84891e-05
threshold=22.704946905950003 8.543332867800002 93.846007959550022 143.06733454090002 16.575387281250006 14.882823222300003 14.451165964200003 22.564947233300003 192.31210988165003 22.594947163200004 148.06652356835002 278.29044475435006 318.0949631001501 23.203497038450006 22.862610686750006 13.405476405600002 14.351157895250003 186.26099832155003 188.41589330430003 21.991679690250006 286.86996866160007 37.408632939650005 195.53954078470002 22.594947163200004 16.525386113000007 81.715684874950014 78.10777406390001 107.18613720285002 16.424511567200003 11.805275828400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -4 -5 13 -8 -9 -10 -11 -12 -13 14 15 16 17 -7 -19 21 -21 24 -23 -22 25 26 27 -15 -27 -28
right_child=1 -3 4 5 -6 6 7 8 9 10 11 12 -14 19 -16 -17 -18 18 -20 20 23 22 -24 -25 -26 28 29 -29 -30 -31
leaf_value=0.015636379188804284 0.0012048136742577244 -0.00072401919954938364 -0.0013687202316589029 0.020356631153803803 7.0031254983993129e-05 7.8230101136670478e-05 -0.001451034199684006 0.0020951420259723631 0.0015212850627483716 -0.00062058326135877714 0.0020666138335886527 -0.00063490748872994625 0.00069643005292929154 -0.002670127160576052 -0.002667279439315046 -0.0011813343863301493 0.0006027669142194789 -0.00230674927772447 0.00057839979056642033 0.0011756925815407375 0.00023812434813378898 -0.0020634912941766563 -7.2787354606842567e-05 -0.0005660585249488095 -0.00086135489860280203 0.0015017282165695769 -2.7139809510459712e-05 -7.955194212890798e-05 5.1528964384952563e-05 0.0012209650874670935
leaf_weight=0.0037595820031260932 0.8772717702686339 0.5630177177480391 0.51492202369718321 0.0010069239616744543 0.50315510812208397 2.511347046169591 0.54065683495366457 0.51960273276766589 0.51246416125087568 1.0100806037080476 0.51171116137993555 1.0118035875348139 0.5103057013492388 0.52796929212757404 0.51930638798465256 0.50847219385502906 1.5189684617907913 0.51226759998456806 0.50672632306302035 1.5337669703953913 2.0111225836197506 0.5071305618309877 1.5043556613391567 1.5106825129523711 0.50762296235325166 0.52185470988184235 3.0062483073359436 0.99948614766253741 15.648234617168184 0.51497774637504745
leaf_count=21 47 111 390 674 386 61 88 42 27 18 16 31 37 191 56 179 52 25 19 37 50 19 64 48 15 117 493 5 626 89
internal_value=1.39299e-07 0.000450821 -1.58842e-05 6.60334e-07 -0.000657659 -8.28308e-07 -1.34742e-06 0.000265864 0.000493602 0.000259609 4.71963e-05 0.000378844 -0.00018856 -3.67244e-05 -0.000289999 -6.78708e-05 4.42564e-05 -0.000196049 -0.000872019 1.67311e-05 0.000282263 -3.98205e-05 -0.000574678 -0.000106831 9.69799e-06 3.05364e-05 -0.000186598 -0.000974992 9.8331e-05 0.000155395
internal_weight=41.9503 1.44029 40.51 39.4919 1.01808 39.4882 39.4872 4.61662 4.07597 3.55637 3.0439 2.03382 1.52211 34.8705 6.07709 5.55778 5.04931 3.53034 1.01899 28.7935 5.05557 23.7379 2.01149 3.52181 21.7264 21.2188 5.04868 1.52746 16.1701 3.52123
internal_count=4034 158 3876 3100 776 3079 2405 259 171 129 102 84 68 2146 392 336 157 105 44 1754 135 1619 83 98 1536 1521 778 196 743 582
is_linear=0
shrinkage=0.1


Tree=991
num_leaves=31
num_cat=0
split_feature=16 10 8 5 16 7 7 16 7 7 18 15 6 9 3 3 16 3 9 8 0 0 18 17 7 9 12 18 16 7
split_gain=3.41836e-05 0.000222484 0.0029702 0.00355337 0.00250741 0.000882841 0.000471612 4.13971e-05 0.000425485 0.000551364 0.000273837 0.000176498 0.000136905 3.12797e-05 7.43653e-05 7.97589e-05 7.40064e-05 5.85864e-05 5.08112e-05 4.52404e-05 0.000138928 0.000154077 0.000121064 4.26253e-05 0.000100482 7.8654e-05 0.000130345 8.6477e-05 0.000692536 8.07132e-05
threshold=12.604970524100002 61.622148808000013 8.4434108459500017 30.284449345300001 22.794946695500006 19.078733418100004 21.330714749000006 22.704946905950003 22.105125139000005 21.946499523750003 12.885811969150001 27.201366220250005 16.705390318750002 186.68586460755003 93.72771580185001 93.794927255050013 22.654947022900004 93.819123378250012 181.33671263215004 8.7431769115000026 86.135510041400025 87.278104746850019 14.708525021850003 200.11066131620001 24.123805364200006 210.65484416470002 198.57093999515004 14.738651916450001 15.454963859600001 24.412498046750006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 8 9 11 -10 -3 -9 16 19 -16 18 -17 -12 23 -21 -22 -23 25 -25 27 -27 29 -29 -15
right_child=1 7 3 -5 -6 -7 -8 12 10 -11 13 -13 -14 14 15 17 -18 -19 -20 20 21 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.016259204416895323 0.010880197491821229 -0.036374710992584172 -0.038612909687522949 0.046608014115977793 0.086308756753707139 -0.10006149951264875 -0.10008682294617365 0.0017420751661089877 -0.027114917668103658 -0.092746722685559863 0.0002753253807027562 0.021519065546074533 -0.00026079471539070827 3.5162861012075527e-05 -0.0016971161021342067 0.00018929564905085342 -0.00011306247028540858 -0.0011237537047688855 0.0016868076590004694 0.0018908207602550181 -0.0014407238146666834 0.0017588475179961269 -0.00041638497136311934 -0.00155879449230707 -0.00013522181869245718 -0.001949986372827426 0.00031502044089976212 -6.52275527908501e-05 0.0038207819177729823 -0.00087700947395319981
leaf_weight=0.0012929995877674063 0.0018142197211110092 0.0010074095690036358 0.0016280927285379221 0.0028613184367713984 0.0042686905726441182 0.0011863234937620759 0.0053451135046316267 0.56628541648797071 0.003727092858752167 0.0011267700023224747 0.50349584624789312 0.0011033265035264028 0.85894166098296409 21.219275106205011 0.51311943301061935 1.0043635419271906 1.503939769061617 0.51356445125881833 0.51683860831758466 0.50922927041483435 0.50742813468059456 0.52087218872657082 0.50288489537513215 0.53643407024374301 6.550193230185438 0.51385491872054101 0.50255669559341021 3.0245973278920597 0.54056259489821901 1.0165126909585627
leaf_count=930 222 260 24 14 11 127 57 42 23 19 338 52 8 537 22 12 24 129 88 10 23 52 19 77 522 50 59 108 100 75
internal_value=1.48136e-07 6.493e-07 -0.0114022 -0.0472296 0.0370684 -0.0329828 -0.085734 5.30047e-06 -1.33372e-05 -0.0362643 -1.04396e-05 -0.00611241 0.000535005 -7.94523e-06 -3.06033e-05 -0.000619297 0.000332925 -0.000254952 0.000990295 2.66101e-06 0.000459974 -1.58849e-05 0.000690341 -2.48611e-05 -0.000242982 3.27784e-05 -0.000830072 6.67698e-05 0.000523983 -6.53725e-06
internal_weight=41.9503 41.949 0.0171038 0.00983452 0.00726923 0.00300054 0.00697321 41.9319 40.5067 0.00323751 40.5034 0.00211074 1.42523 40.4997 37.9754 2.03105 2.52427 1.51793 1.02033 35.9444 2.04041 1.53119 1.02376 33.904 7.08663 26.8174 1.01641 25.8009 3.56516 22.2358
internal_count=4034 3104 455 95 360 349 81 2649 2599 331 2268 312 50 2245 1795 163 450 141 426 1632 104 94 71 1528 599 929 109 820 208 612
is_linear=0
shrinkage=0.1


Tree=992
num_leaves=31
num_cat=0
split_feature=8 19 4 18 16 9 17 2 7 17 7 18 18 13 16 2 5 9 7 0 3 3 6 12 2 14 17 9 4 2
split_gain=3.85671e-05 4.10968e-05 0.000110246 0.000176828 0.000115188 0.000106986 0.000190313 0.000100662 3.45447e-05 0.000159773 0.000202094 0.000103944 0.00017542 6.43678e-05 5.38443e-05 4.09438e-05 8.03795e-05 0.000170061 3.34275e-05 0.000118724 4.0018e-05 7.65514e-05 5.35361e-05 2.72904e-05 0.000120673 5.17493e-05 0.00014928 0.000387508 3.97266e-05 0.000291013
threshold=8.8430989333000021 14.451165964200003 284.07887079910006 13.603286548350003 22.574947209950004 192.31210988165003 188.19076296340003 146.27443143485002 23.203497038450006 190.94474013770002 22.835261448650005 13.24088655595 13.142272494650003 117.69263157665002 22.604947139800004 149.63420042300001 20.603398083600002 184.36538191430003 23.445318439400001 86.256490657300006 93.216908757050007 93.14163192940002 16.525386113000007 69.826413229550027 60.327272492300004 177.36626049935003 183.58889821140002 211.04147598835002 191.03149642590003 83.586740321150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 4 -3 6 -6 -7 9 11 -11 12 14 18 -1 16 -16 -18 19 -10 21 22 23 -20 -25 26 -26 -28 29 -27
right_child=-2 2 -4 -5 5 7 -8 -9 13 10 -12 -13 -14 -15 15 -17 17 -19 20 -21 -22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=0.00098618496742245917 -0.00084650471507561546 -0.0012076846901911012 -0.0011075058054360949 0.0021402576547846462 -0.00012485793710480727 -0.00047818961374763411 0.002597501421785762 0.00066658348448763805 2.8135854217452253e-05 4.4266151504982895e-05 -0.0027784238166849019 0.0013291693449626852 -0.001909193733824478 0.0011382513762023181 0.00017595879490946078 0.00025820242644215575 -1.9775232262710129e-05 -0.0023125629504373926 0.00072235421414253858 0.0016807368975267059 -0.00065339516946280531 0.0012036951648713135 -0.00075186206066926145 -0.0015453651238083962 -5.7603521745620805e-05 5.9302865714846099e-05 0.0032007132921221177 -0.00063934272851121879 1.2508595392228485e-05 -0.002550474446163574
leaf_weight=0.51543699604281457 0.53127920443481613 0.51303043096793199 0.53332484047010797 0.52594623219101766 0.50298351799938223 1.5576457837742057 0.52463069596811351 1.5153928565799333 2.5069186743494387 0.50040802023045472 0.51436494137537447 0.51296042739226066 0.51985514131420973 0.50708697443769679 1.5029305740990819 2.0085194112592064 0.86103368339900022 0.51819679593398682 0.50399968589349242 0.5259069930836161 1.0103979940161298 0.50788319064304133 1.0033756972115941 0.50783264253704885 2.5044283925795301 2.5050712169544576 0.54865470583135312 0.50436115903721657 14.639556592687477 0.51513553000638879
leaf_count=583 201 28 151 39 23 31 65 31 21 46 49 241 64 13 12 40 19 40 7 120 37 5 8 47 42 101 82 12 1711 165
internal_value=9.74784e-08 1.09573e-05 0.000260999 0.000403005 0.000204963 0.000381699 0.001265 8.63269e-05 -2.87267e-05 -0.00022025 -0.00138649 -3.64514e-05 -0.000154661 2.17339e-05 1.40553e-05 -8.8399e-05 -0.000329939 -0.000881209 1.35596e-06 0.000314705 -3.70403e-05 -1.08079e-05 -3.73581e-05 -5.10681e-06 -2.19832e-05 1.44789e-05 0.000362441 0.00136145 -5.56158e-05 -0.000385829
internal_weight=41.9485 41.4173 5.67295 5.13963 4.61368 4.10065 1.02761 3.07304 35.7443 7.45371 1.01477 6.43893 5.92597 28.2906 5.40612 4.89068 2.88216 1.37923 27.7835 3.03283 24.7507 23.7403 23.2324 22.229 21.725 21.2172 3.55744 1.05302 17.6598 3.02021
internal_count=4034 3833 368 217 178 150 88 62 3465 1094 95 999 758 2371 694 111 71 59 2358 141 2217 2180 2175 2167 2160 2113 136 94 1977 266
is_linear=0
shrinkage=0.1


Tree=993
num_leaves=31
num_cat=0
split_feature=8 8 19 3 10 3 18 13 15 18 3 6 10 16 3 7 19 18 5 19 8 16 8 15 6 15 13 15 12 19
split_gain=3.1223e-05 4.22676e-05 5.8696e-05 0.000139508 4.66525e-05 6.74795e-05 0.000184356 9.0588e-05 0.000203173 0.000163532 9.56385e-05 8.68928e-05 9.49061e-05 6.73617e-05 5.79039e-05 5.97299e-05 4.52909e-05 4.47299e-05 4.47045e-05 3.66327e-05 0.000113753 9.57929e-05 2.56441e-05 2.47243e-05 0.000188616 0.000120343 8.22938e-05 8.31927e-05 0.00026765 0.00022594
threshold=8.8430989333000021 8.7431769115000026 14.151141757350002 93.765354215650021 61.853356207250009 93.281431752200021 13.390703749000002 117.55283175385001 42.246988155050012 13.455547561900003 93.14163192940002 16.405383309150004 61.93400995115001 22.764946765650006 93.458869988800004 22.516377366000004 14.451165964200003 13.131682570750003 22.246947245750004 14.551174033150001 8.6432548896500023 22.644947046300004 8.3434888241000014 31.385732506450001 14.815346158200002 32.393814985100008 108.21850512495001 24.006097767650004 95.360362796200008 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 4 -3 -4 -1 7 11 8 10 -9 18 -7 13 -13 -14 -16 -11 -17 19 20 21 23 -19 24 26 -25 27 29 -29 -6
right_child=-2 2 3 -5 5 6 -8 9 -10 16 -12 12 14 -15 15 17 -18 22 -20 -21 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00070455615896191693 -0.00076142694625097726 9.3410772439765392e-06 0.002149436162386296 -0.00018938033959231424 1.9245396746027442e-05 -0.0014152044831827731 -0.0020939685076928295 0.0015642565446318255 -0.0019967214839060206 -0.00028199196080363754 0.0013633413256034879 -0.0017745669431744654 -0.00060841077723371249 -0.000174249932939969 -0.00080872835103246621 0.00077809639564767254 0.00049137763305950237 0.00052430720635245249 0.00090957293035234723 0.00043704121837841902 -0.0015402569083749742 -0.0013912468811171129 -9.4206153498580856e-05 -0.0016145209506358853 0.0019251488924426801 -3.7570975506555276e-05 -0.001219664523874509 0.0025256085644336066 0.0001085191136721205 -0.002185127617723129
leaf_weight=0.87860251447285875 0.5315585732694349 1.5046499838645098 0.51530493783138787 0.50495602315115207 4.5487141339257731 0.51607564585166077 0.52833578457528574 1.030647459469036 0.5158060821339977 1.5094775308316457 0.5102026713756328 0.50886290363349374 1.0138204629329246 0.54444861406227574 0.50765534569566728 1.5165675236058085 1.5195363671366522 1.0062267345706462 0.50696737163183314 1.5142140682919478 0.51496707209241677 0.51026159232787804 2.0080888460653181 0.50720630312058901 0.53962590811708366 10.546631666849441 0.5193466336684488 0.51680158175031454 4.0348826313252557 0.51790938929260644
leaf_count=425 201 16 26 23 1242 149 105 37 68 28 12 37 24 4 131 40 45 33 52 37 45 22 30 101 105 367 47 60 300 222
internal_value=1.13019e-07 9.88691e-06 0.000406367 0.00099189 -1.58531e-05 -3.2504e-05 -0.000287542 3.70996e-05 -3.19836e-05 0.000476198 8.09206e-06 -0.000162322 -7.13265e-05 -0.000947375 8.11351e-05 0.000219881 0.000105977 0.00033513 -1.98143e-05 -3.92275e-05 -7.09186e-05 -3.68982e-05 0.000112263 -5.09715e-06 0.000103432 -0.000109929 6.46258e-06 7.26681e-05 0.000382957 -0.000206085
internal_weight=41.9484 41.4168 2.52491 1.02026 38.8919 38.0133 8.15008 29.8632 25.8035 4.05966 25.2877 7.62175 7.10567 1.05331 6.05236 5.03854 3.02901 4.53088 24.7775 24.2706 22.7563 22.2414 3.01432 21.7311 10.6773 11.0538 10.1377 9.61831 4.55168 5.06662
internal_count=4034 3833 65 49 3768 3343 553 2790 2680 110 2612 448 299 41 258 234 73 103 2600 2548 2511 2466 63 2444 1976 468 1871 1824 360 1464
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=2 12 2 9 8 8 16 13 13 7 13 16 14 7 0 3 2 13 16 5 6 15 5 8 16 15 15 17 16 18
split_gain=3.32651e-05 0.000554529 3.73858e-05 4.96995e-05 3.07236e-05 4.32544e-05 6.78832e-05 4.61397e-05 3.4453e-05 0.000317383 0.00163432 0.000297921 0.000168853 0.00120364 9.28528e-05 0.000245041 0.000453744 8.23222e-05 0.000200038 0.000409011 8.14878e-05 8.0025e-05 0.000155796 4.36296e-05 6.4723e-05 0.000182748 9.96549e-05 5.89597e-05 0.00010851 5.21659e-05
threshold=49.864842700850012 77.955876436550014 60.327272492300004 201.14010537530001 8.8430989333000021 8.7431769115000026 22.614947116400003 96.526400715600019 117.60660091645001 22.381996090050006 116.60649449195002 19.284954903400003 156.61564208075004 22.516377366000004 86.479632682150012 93.794927255050013 86.324034997400005 117.55283175385001 22.604947139800004 24.107645372150007 16.485385178400005 42.246988155050012 24.218679034200004 8.3434888241000014 18.664956353200004 31.504255087500002 22.820574949650005 190.11254901275001 22.614947116400003 13.975517741000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -4 9 10 11 -9 -11 -14 15 16 -10 21 -19 -20 -16 23 -23 -15 26 -26 -25 -27 29 -29
right_child=1 2 4 -5 -6 6 -8 8 14 12 -12 -13 13 17 20 -17 -18 18 19 -21 -22 22 -24 24 25 27 -28 28 -30 -31
leaf_value=0.00080433450881250393 -0.052246007651490955 -0.0013046028793564618 0.017210346525426096 9.7998415363511197e-05 -0.00074918168138867988 0.001050386824098079 -7.272354826404677e-06 -0.0015009780688436006 0.00032541762861903328 -0.023906007001543699 -0.090148058980325005 0.063811793185826526 0.058221082532402546 9.5644603009621546e-05 0.00095246913982037897 -4.3250192477710434e-05 -0.0038611054414832212 6.4852141360573185e-05 0.0035699091774474669 -0.0004002682957189592 -0.00031694671533196621 -0.0021093290950526962 0.0003508119742910456 7.102427773721451e-05 0.0017184079622995841 0.00050449826891090074 -0.0019061110695309251 4.5973338387735715e-05 -0.0012669805343841895 -0.0006419804442173799
leaf_weight=0.50811000911452353 0.0020321635916350491 0.50862796220786666 0.0015560173901708598 0.50193314741773065 0.52909085322814675 1.0159512475530612 1.5069451847576045 0.0017932461657687018 0.50228222934674727 0.0029453880124553624 0.0021934613002425607 0.0011439127547419048 0.003555175922570152 16.673549116898251 1.0175274201665163 2.9280312630006042 0.53423458968973137 3.5221669557591322 0.53490006930587675 0.50396820972138157 1.0053092093439771 0.52340821910667235 0.50653528229718303 0.50492151806871166 0.52713299923743573 1.0084646566447188 0.51490803256201545 4.0208080541196978 1.015716881078333 1.5184798140712983
leaf_count=45 41 25 1012 20 172 26 36 450 7 7 127 33 29 1046 32 180 44 59 55 43 10 75 47 30 50 22 152 57 34 68
internal_value=1.24548e-07 -9.73612e-06 -7.1744e-06 -0.000607948 7.84306e-06 1.78819e-05 0.000418639 -9.16969e-06 -9.88661e-06 3.20483e-05 -0.0248377 0.0239359 3.61143e-05 3.83617e-05 -0.000229714 -0.00051101 -0.00183237 3.17688e-05 0.000424518 0.00164393 0.000321595 -3.50376e-05 -0.00089941 -5.10197e-07 -0.000176489 -8.18579e-05 -0.000927224 -0.000207327 -0.000316839 -0.000142615
internal_weight=41.9482 41.4401 41.4381 1.01056 40.4275 39.8984 2.5229 37.3755 37.374 31.3866 0.00513062 0.00293716 31.3815 31.3785 5.98738 3.96455 1.03652 31.375 4.56104 1.03887 2.02284 26.8139 1.02994 25.784 9.11043 8.0906 1.01983 7.56347 6.555 5.53929
internal_count=4034 3989 3948 45 3903 3731 62 3669 2657 2384 610 483 1774 1767 273 231 51 1738 157 98 42 1581 122 1459 413 231 182 181 159 125
is_linear=0
shrinkage=0.1


Tree=995
num_leaves=31
num_cat=0
split_feature=16 7 0 5 19 14 2 12 15 19 10 3 15 12 15 19 16 8 15 18 12 13 7 19 10 8 6 0 10 10
split_gain=3.26152e-05 9.23649e-05 0.000275232 0.000192269 0.000190665 3.43286e-05 3.13269e-05 0.000884586 3.27072e-05 0.000233156 8.85652e-05 0.00019271 8.35337e-05 8.57367e-05 7.84658e-05 9.18275e-05 7.52769e-05 6.37022e-05 5.96135e-05 5.3567e-05 0.000147593 0.000109407 0.000331379 8.46791e-05 0.000177626 0.000119603 8.01573e-05 0.00523588 0.00367612 0.00503975
threshold=12.604970524100002 20.861906850000004 76.451683855550016 30.284449345300001 14.051133688400002 128.57956104760004 49.864842700850012 77.955876436550014 24.006097767650004 12.551012654050002 75.408562100950022 81.715684874950014 26.583493790300004 84.052159000300023 27.063546193350003 13.051052998800001 15.404963976500001 8.3434888241000014 22.351147806600004 13.946975448150001 103.54784004735002 116.72209819155002 22.938075114600004 14.251149826300002 64.407391431150018 8.543332867800002 14.385336111050002 94.047642319350018 66.964115113200009 69.563854125350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 -4 -3 -7 -8 9 16 12 -12 13 -10 -14 -16 18 -18 -9 21 -21 22 -17 26 25 -25 -22 28 -28 -30
right_child=1 5 4 -5 -6 6 7 8 10 -11 11 -13 14 -15 15 19 17 -19 -20 20 23 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.015920094015352541 -0.041335543185897231 -0.017585143974689129 0.010519563859542806 0.017874525377715691 0.071317377453031836 0.00078176128473182206 -0.072715840055679673 -6.326346625656906e-05 2.3302873410336505e-05 -0.0022352869346799935 0.0001006038012200225 0.0023451147646707483 0.0012437593795411803 -0.0018185220492955426 0.0013178334550369456 -0.00076306255717703509 0.0015347661109563209 -5.2879569454700489e-05 -0.0012344435944280632 -0.0019007130155716452 -7.9803218454755853e-05 -2.0834067050254744e-06 0.0027985114219977562 -0.0011016589315450969 -0.0022940145936085113 0.0010591318732823469 0.095513124503161573 -0.0014805695786014315 -0.032564573968873495 0.051667665563188005
leaf_weight=0.0012867954958996055 0.0010320336532614873 0.0011101870431947649 0.0010302729359462082 0.0011703615587501659 0.001032997046422679 0.50585992076957964 0.0016733379795955674 3.018178152851156 0.50025398166325519 0.52737061823688058 1.5098823115160622 0.51232123234732085 0.51205486298348901 0.51080692259747451 0.51746814157711796 0.51530790268537774 0.5092836911213714 0.50167111133487197 0.50771750371640223 0.5171436276946223 4.0044220199321554 24.648367670415546 0.52985654490112211 0.51156870649549169 0.51647988970557879 0.51308681309092208 0.0083248485615282641 0.51123991937029811 0.011267751826380845 0.019218456714497734
leaf_count=930 289 11 114 123 11 15 31 276 4 257 123 54 19 99 101 63 82 4 30 60 100 734 63 95 37 51 27 138 31 62
internal_value=1.20752e-07 6.09141e-07 0.0147149 -0.00987108 0.0409586 -8.87358e-07 -4.21897e-07 -9.9712e-06 -7.03488e-06 -0.000245134 2.61192e-05 0.000669246 -1.17455e-05 -0.000907222 1.5414e-05 -3.7484e-06 -1.3795e-05 0.000746921 -0.00023191 -2.49169e-05 -0.000278737 4.04088e-05 0.00104251 -0.000141131 -0.000781865 -1.96628e-05 7.56802e-05 0.00120761 0.0366178 0.0205353
internal_weight=41.9475 41.9462 0.00426567 0.0022024 0.00206327 41.9419 41.9408 41.435 41.4333 5.06422 36.3691 2.0222 34.3469 1.01106 33.3358 32.8238 4.53685 1.01095 3.5259 32.3063 6.61275 25.6935 1.04516 6.09561 1.54114 1.02466 4.55447 0.550051 0.0388111 0.0304862
internal_count=4034 3104 537 412 125 2567 2556 2541 2510 649 1861 177 1684 103 1581 1562 392 86 306 1461 601 860 126 541 183 146 358 258 120 93
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=9 15 9 12 7 6 18 9 15 17 17 16 17 17 7 17 17 18 17 18 9 6 6 8 8 8 18 5 8 3
split_gain=4.16401e-05 8.89406e-05 4.90626e-05 7.40223e-05 3.45294e-05 0.000133663 0.00013085 0.000362248 8.94235e-05 0.000110864 9.87856e-05 7.49186e-05 5.80607e-05 0.000177972 0.000173478 5.7131e-05 0.000323837 8.5167e-05 0.000105052 8.30201e-05 5.59174e-05 4.53564e-05 6.5837e-05 0.000155167 0.000250501 9.7218e-05 6.93401e-05 0.000137619 8.25848e-05 0.000328036
threshold=219.96883426190004 35.098844929350008 215.54845996915003 145.97209859650005 23.203497038450006 16.565387047600002 13.314799198000001 190.73543849905005 43.890399822900008 190.69924117675001 192.94032447935004 22.674946976100003 200.36843462235004 199.72613295375004 24.268610899850003 190.25644477395002 188.19076296340003 13.043896815850003 186.57794620975002 12.993189857450002 190.73543849905005 16.515385879350003 14.185331438000002 8.1436447804000007 8.7431769115000026 8.0437227585500022 14.708525021850003 17.679107616400003 8.3434888241000014 92.598563387050021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 11 8 -8 9 15 -10 12 13 20 -14 16 17 19 -19 -1 -6 22 23 25 -25 -22 28 -28 -24 -30
right_child=1 -3 3 -5 5 -7 7 -9 10 -11 -12 -13 14 -15 -16 -17 -18 18 -20 -21 21 -23 26 24 -26 -27 27 -29 29 -31
leaf_value=-9.4320936220405839e-05 -0.0015632950586550024 0.00030641899967719853 -0.00015602063136578082 0.0015467572308177167 -0.0010022384881117885 0.0016476450223828752 0.00068221611716676146 -0.0030374945741788607 -0.0018941339571956638 0.0014740329940150301 7.8379268678598402e-05 0.0012190955753073919 -0.0019957129503395499 0.0019162313410980823 -0.00010598289364528087 -0.00072711170731103354 0.0024644909563274341 6.4256246605544012e-05 -0.001971536873049982 0.001254156385948573 -0.00011748413160941688 -0.0003017937657236451 -7.1976164945061939e-05 -0.0028319636425203211 0.0002983148666155728 0.0013676232781461987 0.0021720379060699586 -0.00015123571782511629 0.0020428745477675545 9.6063035073120344e-05
leaf_weight=4.4270831727790938 0.51057616275145778 0.50711222074902551 0.50761280352312599 0.51361316988417016 0.50901246933034983 0.51619783135089292 0.51210628844688499 0.53566812020311172 0.51554359959732632 0.52777930667889439 0.50026527535817422 0.51565565270357083 0.53251344182068638 0.51385840698695417 5.5361169974750473 1.0048505015856788 0.52484411529377517 0.50308146698126044 0.51088471679827308 0.50905624586095299 3.0152324076049069 3.015592418441428 7.0489879632276589 0.5220271057174839 0.50099972635507584 0.51626024419499561 0.51278816078047296 0.50709713174698989 1.0454458353150915 5.0287921656101844
leaf_count=618 211 57 47 87 481 39 281 91 85 71 3 43 100 39 627 19 70 88 21 34 294 28 190 60 2 37 16 82 141 72
internal_value=2.32024e-07 -0.00063162 1.59429e-05 0.000700371 -1.57142e-06 5.24705e-05 -0.000161675 -0.00121946 -3.8847e-05 7.32764e-05 -0.000922711 2.43868e-05 2.99941e-06 7.63489e-05 -0.000271804 -2.55618e-05 8.3312e-05 -0.000126726 -0.000961474 4.47454e-05 3.38041e-05 5.80916e-05 0.000116135 -0.000214534 -0.00129899 9.96201e-05 0.00022262 0.00101688 0.000160893 0.000431132
internal_weight=41.9467 1.01769 40.929 1.02123 39.9077 29.8366 10.0712 1.04777 9.02339 8.00758 1.01581 29.3204 28.8047 22.7361 6.06863 7.4798 6.47495 5.95011 1.01397 4.93614 22.2222 21.7132 18.6976 4.55452 1.02303 3.53149 14.1431 1.01989 13.1232 6.07424
internal_count=4034 268 3766 134 3632 2251 1381 372 1009 921 88 2212 2169 1442 727 850 831 761 109 652 1403 922 894 393 62 331 501 98 403 213
is_linear=0
shrinkage=0.1


Tree=997
num_leaves=31
num_cat=0
split_feature=9 17 17 6 9 6 7 9 17 19 15 9 17 16 9 13 17 6 8 14 19 10 3 9 9 12 12 12 12 9
split_gain=3.37147e-05 8.091e-05 4.08197e-05 0.000106601 8.45401e-05 0.000120361 3.48418e-05 0.000232675 0.000379115 8.8445e-05 0.000358849 0.000391381 0.000101946 6.77281e-05 0.000155841 5.78214e-05 0.00010775 6.3872e-05 0.000108523 9.65535e-05 6.65996e-05 0.000222105 3.78142e-05 3.33468e-05 0.000195941 0.000189616 7.92611e-05 0.00016224 7.42946e-05 5.92524e-05
threshold=219.96883426190004 207.44645461240003 207.44645461240003 13.835323260100003 215.54845996915003 11.125259939900001 23.127267687200003 195.30595290385003 189.19102531915004 14.351157895250003 40.94720173475001 184.85936449530001 186.57794620975002 22.654947022900004 184.85936449530001 117.67112391160002 199.37824381300004 16.525386113000007 8.543332867800002 143.06733454090002 14.451165964200003 62.052302108850007 93.620177476600006 201.61239113610003 203.06170522940002 93.660658182900008 140.52911877810001 111.90336595095002 82.696898122450008 206.22988073345002
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 -9 12 11 -11 22 14 -12 17 -17 19 -19 -8 23 -22 -1 28 -25 -26 27 -27 -21 -28
right_child=1 -3 3 -5 5 -7 15 8 -10 10 13 -13 -14 -15 -16 16 -18 18 -20 20 21 -23 -24 24 25 26 29 -29 -30 -31
leaf_value=4.3388530395465096e-05 -0.0014544360725776892 0.00032853397181888025 0.00010609242619124853 -0.0016611883623287424 -0.0001730886081825322 0.0020034325148071195 -0.02846645614567744 0.00034391469706356617 -0.0034580080660938845 -6.0270640227951489e-05 0.0003746416674249881 0.0038106942586735165 -0.0016468990576995303 0.00013333449103978252 -0.0021017412235989738 0.0010506113907643494 -0.00028545243286510851 -0.0012588300778695371 7.7705101152263732e-05 -0.0010835268150770493 0.0023959684756814899 5.386600192387211e-06 -0.00089911725180971702 -0.0020167978155964743 0.001829715967756182 -0.00015400663536874746 0.00058289869442192544 -0.0022053678889578797 0.00014715832631075586 -0.00018215766609788097
leaf_weight=2.5070408890389508 0.51204362852973595 0.50605334549877934 1.0056228454238052 0.51667333828116735 0.49947043239654609 0.51713564068665574 0.001185813380305655 0.52301417918223381 0.5261125556135362 0.50528940355661756 0.5030023925587559 0.54067924834816949 0.50869112305167741 1.9161016265574646 0.51360300917127288 1.5184358915322484 1.0019087362730941 1.0165696015994845 1.5097964099573105 0.50755845721337678 0.52193481332665159 1.5218246905733961 0.51274478351724129 0.52396888859404178 0.51773652801702574 1.5094792636704468 1.5216690130867863 0.51779557635992679 14.618848401090904 3.0243082605055291
leaf_count=193 110 158 290 122 16 68 4 95 77 42 14 107 131 39 42 29 31 21 28 22 44 42 587 84 65 103 70 123 1074 203
internal_value=2.36915e-07 -0.000568196 1.43768e-05 -0.00049373 3.40055e-05 0.000934082 1.01702e-05 -0.00016772 -0.00156266 2.72238e-05 0.000350463 0.0019407 -0.000337257 -0.000216705 -0.000876461 6.119e-05 0.000519488 1.88994e-05 -0.000460095 6.77214e-05 6.90866e-05 0.000615893 -0.000116644 1.99452e-05 -0.000150723 -1.28347e-05 -0.000157962 -0.000677954 0.000105863 7.39286e-05
internal_weight=41.9463 1.0181 40.9282 1.5223 39.4059 1.01661 38.3893 8.55628 1.04913 7.50715 3.97868 1.04597 3.52848 2.93271 1.01661 29.833 2.52034 27.3127 2.52637 24.7863 24.7851 2.04376 3.01979 22.7414 7.61496 7.09099 6.57325 2.02727 15.1264 4.54598
internal_count=4034 268 3766 412 3354 84 3270 1327 172 1155 244 149 911 95 56 1943 60 1883 49 1834 1830 86 780 1744 648 564 499 226 1096 273
is_linear=0
shrinkage=0.1


Tree=998
num_leaves=31
num_cat=0
split_feature=8 19 4 12 17 9 2 16 7 17 9 18 18 13 6 17 0 9 12 12 15 19 14 18 17 17 9 17 17 9
split_gain=3.16177e-05 3.60811e-05 0.000104351 0.00017938 0.000377824 0.000109847 0.000262005 4.8737e-05 4.06066e-05 0.000160203 0.000249347 0.000106285 0.000150649 0.000105343 5.10399e-05 9.08968e-05 6.35597e-05 0.000152833 3.4969e-05 0.00200185 4.18437e-05 0.000238035 7.22378e-05 0.000155787 0.000126867 6.51781e-05 9.15156e-05 4.58376e-05 9.27805e-05 0.000137207
threshold=8.8430989333000021 14.451165964200003 284.07887079910006 179.90801194620005 193.10154186985002 192.39832633775004 146.27443143485002 22.614947116400003 23.203497038450006 190.94474013770002 201.14010537530001 13.24088655595 13.142272494650003 117.69263157665002 16.405383309150004 187.51563899930002 85.963448721100022 184.85936449530001 69.826413229550027 81.514192512750014 24.006097767650004 12.551012654050002 177.36626049935003 14.708525021850003 192.41413881610001 197.71582798205003 206.75106037490002 192.41413881610001 190.4716172434 195.41812862360004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 5 -5 6 -3 -7 9 11 -11 12 14 18 -1 16 17 -16 -10 -20 21 25 23 24 -22 26 -21 28 -24 -30
right_child=-2 2 -4 4 -6 7 -8 -9 13 10 -12 -13 -14 -15 15 -17 -18 -19 19 20 22 -23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00096449837190485028 -0.00076624813605670244 0.0025394682366924053 -0.0010870960742024266 -0.000397044439621095 0.0034231907047435322 7.3959084190737201e-05 -0.00064936425405090383 -0.00076490925630134639 0.00082660609363868439 -0.0029501933277797845 0.00018559268611465776 0.0013301777486740816 -0.0017957902013695836 0.0014544247830904438 7.8851209699961957e-07 0.00092962737011508608 0.00025653982735599124 -0.0020246124943301947 -0.08358625574221798 1.5708603469855036e-05 -0.001126060388232568 -0.0022761778619633413 -8.4150553664262833e-05 0.0021224992434758032 0.0010945888654843516 0.00103154947368618 -0.001417936161336073 -8.0022855373236611e-05 -4.2939761947628218e-05 0.001601884270695975
leaf_weight=0.51135120983500382 0.53135061954938478 0.52642924796510093 0.53326231396378432 0.50581646575779593 0.53030893156294923 2.0162310282483138 0.50466722855708213 1.0549677241142488 0.50432514325351618 0.51386076418969995 0.50062166899442673 0.51296329232048332 0.52010040808330504 0.50815236124617413 1.3620506610066536 1.0118266660457851 2.0069458699144889 0.51283423647388726 0.0028658892484604284 3.5134256871889087 0.50750695839360449 0.52693166707862005 3.0288940449203317 0.52051819843381952 0.52177282019374616 0.51237778177750293 0.50987491907969262 15.604794459607598 1.0018503203513094 1.0270720860050158
leaf_count=166 201 88 151 16 45 38 8 22 7 93 2 241 64 13 431 31 21 45 38 526 39 233 164 46 33 388 144 669 23 48
internal_value=2.41299e-07 1.00754e-05 0.000244392 0.000382573 0.00155823 8.56354e-05 0.000978703 -0.000214195 -2.71059e-05 -0.000234774 -0.00140276 -5.07279e-05 -0.000170279 2.76003e-05 -1.38632e-05 8.54712e-05 -0.000134564 -0.000553216 1.5029e-06 -1.3752e-05 -4.97068e-06 -0.000264414 5.41612e-05 0.000712637 -3.46615e-07 -3.0698e-05 -0.000165978 4.7723e-06 0.000266389 0.000789696
internal_weight=41.946 41.4146 5.67168 5.13842 1.03613 4.1023 1.0311 3.0712 35.7429 7.45255 1.01448 6.43807 5.92511 28.2904 5.40501 4.89366 3.88183 1.87488 27.7822 27.2779 27.275 5.06261 22.2124 1.5498 1.02928 4.53568 4.0233 20.6626 5.05782 2.02892
internal_count=4034 3833 368 217 61 156 96 60 3465 1094 95 999 758 2371 694 528 497 476 2358 2351 2313 1291 1022 118 72 1058 670 904 235 71
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=9 15 17 6 9 3 16 0 8 12 8 3 18 19 10 19 9 9 4 0 5 15 15 8 0 5 6 18 7 18
split_gain=2.63477e-05 8.7636e-05 3.18957e-05 8.64652e-05 5.64918e-05 0.000125423 2.82183e-05 0.000169893 4.23451e-05 6.7125e-05 3.92875e-05 0.000123798 0.000205384 6.61566e-05 0.000192466 6.11912e-05 0.000226682 0.000166303 0.00020658 0.000128066 0.000629222 0.000372468 7.86844e-05 6.06833e-05 0.000124813 9.39664e-05 5.28946e-05 4.74047e-05 4.58367e-05 3.86106e-05
threshold=219.96883426190004 35.098844929350008 207.44645461240003 13.835323260100003 215.54845996915003 81.105404879350019 22.704946905950003 85.121961326250016 8.8430989333000021 63.174563425750001 8.543332867800002 92.703413254150021 14.708525021850003 14.551174033150001 61.907125369850007 14.451165964200003 197.90890142995002 181.33671263215004 281.32428032805007 86.20003303655001 24.041678002600005 41.195083317300011 39.883592142850006 8.4434108459500017 90.767723400200012 21.633008747850003 16.545386580300001 13.603286548350003 23.445318439400001 14.738651916450001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 8 -8 9 -1 13 12 -12 15 -15 19 17 -17 -19 20 -11 22 23 25 -25 26 29 28 -13 -21
right_child=1 -3 3 -5 5 -7 7 -9 -10 10 11 27 -14 14 -16 16 -18 18 -20 21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.020198909920724081 -0.0014266175889036739 0.00042858151004188366 0.00010408184323061779 -0.0014869807313227434 -0.00035799415151471157 0.0018648906093322905 -0.00043447566911236689 0.0017917772689519541 -0.00090940201540868129 -0.0037987944193718054 0.0025580120941459568 0.00011380691453425052 -0.00024728308360064642 0.00012182777992800773 -0.0022389666806575184 5.8825076185549865e-06 -0.0014293358127468422 0.0032029351419898219 0.00037336377231734857 -9.2966507234752888e-05 7.3283627919709998e-05 0.0026437848271149695 -0.0012807857363395878 -8.1292816165939283e-05 -0.0018852786166894493 0.0013791689900579159 -0.0010091180810321526 0.00055888755909149759 -0.00046055396587067927 0.00021839417429767098
leaf_weight=0.0016441193316784055 0.51099060778729455 0.50752218236740632 1.0056065002264158 0.51724535930707904 0.50186904468560778 0.51358921528532542 0.8668628551552604 0.56700118077151274 0.51197801537755694 0.53057574805526941 0.54354476262232931 4.52900785782154 0.50203056126204615 1.0021781222312696 0.52689113413469391 1.0007834203170216 0.51221820784121508 0.52597353984881878 0.50645952968397978 10.077625481267679 2.0078829544050656 0.52590420390749315 0.50794005703140754 1.5134580622325295 0.5137033379096464 0.50829790442804679 0.50462466754834068 1.5123944174103838 2.0043712376127587 6.5852006959211975
leaf_count=12 211 57 290 122 31 53 77 43 76 175 89 81 8 9 79 9 35 48 16 541 532 49 35 35 58 55 7 33 14 1154
internal_value=2.24345e-07 -0.000502177 1.27272e-05 -0.000436332 3.0082e-05 0.000766276 1.06081e-05 0.000445864 -6.28008e-06 6.40775e-06 7.31935e-06 0.000187411 0.00121106 -5.25452e-05 -0.000691662 -1.46974e-05 0.00045081 0.000924466 0.00181489 -6.56065e-05 -0.000736038 1.64635e-05 -5.19018e-05 -2.02212e-05 -0.000538441 3.92114e-05 -4.6239e-07 5.4385e-05 -6.24009e-05 3.00842e-05
internal_weight=41.9454 1.01851 40.9269 1.52285 39.404 1.01546 38.3886 1.43386 36.9547 36.4427 36.4411 9.09135 1.04558 27.3497 1.52907 25.8206 2.54543 2.03322 1.03243 23.2752 2.53846 20.7368 20.2109 19.7029 2.02716 17.6757 17.1675 8.04577 6.53338 16.6628
internal_count=4034 268 3766 412 3354 84 3270 120 3150 3074 3062 225 97 2837 88 2749 108 73 64 2641 707 1934 1885 1850 93 1757 1702 128 95 1695
is_linear=0
shrinkage=0.1


end of trees

feature_importances:
atom_area_sasa_Hs_min=2388
atom_area_sasa_Cs=2372
atom_volumes_sasa_Hs_min=2327
atom_p_int_times_area_Cs=2265
atom_volumes_sasa_Cs=2231
atom_p_int_Cs=2216
atom_p_int_Hs_min=2021
atom_p_int_times_area_Hs_min=1979
atom_v_distal_3_5_Cs=1698
atom_v_bur_3_5_Cs=1479
atom_areas_Hs_min=1388
atom_v_bur_3_5_Hs_min=1348
atom_v_free_3_5_Hs_min=1345
atom_areas_Cs=1321
atom_v_free_3_5_Cs=1282
atom_v_distal_3_5_Hs_min=981
atom_v_molecular_3_5_Cs=863
atom_v_molecular_3_5_Hs_min=496

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:[]
